From 7f5cde81759d4873f1c7ce81cc49acfe003bd4eb Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 9 Aug 2023 11:25:56 -0400 Subject: [PATCH 001/101] starting updates in system catalog --- hub/catalog_factories/data_models/energy_systems/archetype.py | 1 + 1 file changed, 1 insertion(+) diff --git a/hub/catalog_factories/data_models/energy_systems/archetype.py b/hub/catalog_factories/data_models/energy_systems/archetype.py index 86bfb68d..b490ebb9 100644 --- a/hub/catalog_factories/data_models/energy_systems/archetype.py +++ b/hub/catalog_factories/data_models/energy_systems/archetype.py @@ -3,6 +3,7 @@ Energy System catalog archetype SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from typing import List From 2b95173dfc2ba216a7966da673f4ccc63699295b Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 9 Aug 2023 12:02:16 -0400 Subject: [PATCH 002/101] starting updates in system catalog --- .idea/.gitignore | 3 +++ .idea/codeStyles/codeStyleConfig.xml | 5 +++++ .idea/hub.iml | 12 ++++++++++++ .idea/inspectionProfiles/Project_Default.xml | 12 ++++++++++++ .idea/inspectionProfiles/profiles_settings.xml | 6 ++++++ .idea/misc.xml | 4 ++++ .idea/modules.xml | 8 ++++++++ .idea/vcs.xml | 6 ++++++ tests/test_systems_catalog.py | 1 + 9 files changed, 57 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/codeStyles/codeStyleConfig.xml create mode 100644 .idea/hub.iml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 00000000..26d33521 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,3 @@ +# Default ignored files +/shelf/ +/workspace.xml diff --git a/.idea/codeStyles/codeStyleConfig.xml b/.idea/codeStyles/codeStyleConfig.xml new file mode 100644 index 00000000..a55e7a17 --- /dev/null +++ b/.idea/codeStyles/codeStyleConfig.xml @@ -0,0 +1,5 @@ + + + + \ No newline at end of file diff --git a/.idea/hub.iml b/.idea/hub.iml new file mode 100644 index 00000000..8b8c3954 --- /dev/null +++ b/.idea/hub.iml @@ -0,0 +1,12 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 00000000..92775997 --- /dev/null +++ b/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,12 @@ + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 00000000..105ce2da --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 00000000..ef318927 --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 00000000..8d1428ff --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 00000000..94a25f7f --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 48af728c..f17038cb 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -34,3 +34,4 @@ class TestSystemsCatalog(TestCase): with self.assertRaises(IndexError): catalog.get_entry('unknown') + From 9034c3375e9125028f7b23e23a1717093592b27f Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 9 Aug 2023 19:31:26 -0400 Subject: [PATCH 003/101] The generation_system.py is renamed to heat_generation_system.py and the attributes and decorators are modified to encapsulate all the needed attributes for boilers and heat pumps. Another class named electricity_generation_system.py is created to add the attributes and decorators of PV, inverter, and maybe wind turbines in future. The system.py is also modified accordingly --- .idea/misc.xml | 3 + .../electricity_generation_system.py | 159 ++++++++++++++++++ .../energy_systems/generation_system.py | 147 ---------------- .../energy_systems/heat_generation_system.py | 146 ++++++++++++++++ .../data_models/energy_systems/system.py | 28 ++- .../energy_systems/montreal_custom_catalog.py | 2 +- 6 files changed, 329 insertions(+), 156 deletions(-) create mode 100644 hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py delete mode 100644 hub/catalog_factories/data_models/energy_systems/generation_system.py create mode 100644 hub/catalog_factories/data_models/energy_systems/heat_generation_system.py diff --git a/.idea/misc.xml b/.idea/misc.xml index ef318927..0e4465aa 100644 --- a/.idea/misc.xml +++ b/.idea/misc.xml @@ -1,4 +1,7 @@ + + \ No newline at end of file diff --git a/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py b/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py new file mode 100644 index 00000000..762615a3 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py @@ -0,0 +1,159 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from __future__ import annotations +from typing import Union + + +class ElectricityGenerationSystem: + """ + Heat Generation system class + """ + + def __init__(self, model_name, manufacturer, system_type, nominal_power_output, nominal_efficiency, + nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, + standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height, + control_strategy): + self._model_name = model_name + self._name = manufacturer + self._type = system_type + self._nominal_power_output = nominal_power_output + self._nominal_efficiency = nominal_efficiency + self._nominal_ambient_temperature = nominal_ambient_temperature + self._nominal_cell_temperature = nominal_cell_temperature + self._nominal_radiation = nominal_radiation + self._standard_test_condition_cell_temperature = standard_test_condition_cell_temperature + self._standard_test_condition_maximum_power = standard_test_condition_maximum_power + self._width = width + self._height = height + self._control_strategy = control_strategy + + @property + def id(self): + """ + Get system id + :return: float + """ + return self._model_name + + @property + def name(self): + """ + Get name + :return: string + """ + return self._name + + @property + def type(self): + """ + Get type + :return: string + """ + return self._type + + @property + def nominal_power_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in kW + :return: float + """ + return self._nominal_power_output + + @property + def nominal_efficiency(self): + """ + Get nominal_efficiency of electricity generation devices or inverters + :return: float + """ + return self._nominal_efficiency + + @property + def nominal_ambient_temperature(self): + """ + Get nominal ambient temperature of PV panels in degree Celsius + :return: float + """ + return self._nominal_ambient_temperature + + @property + def nominal_cell_temperature(self): + """ + Get nominal cell temperature of PV panels in degree Celsius + :return: float + """ + return self._nominal_cell_temperature + + @property + def nominal_radiation(self): + """ + Get nominal radiation of PV panels + :return: float + """ + return self._nominal_radiation + + @property + def standard_test_condition_cell_temperature(self): + """ + Get standard test condition cell temperature of PV panels in degree Celsius + :return: float + """ + return self._standard_test_condition_cell_temperature + + @property + def standard_test_condition_maximum_power(self): + """ + Get standard test condition maximum power of PV panels in kW + :return: float + """ + return self._standard_test_condition_maximum_power + + @property + def width(self): + """ + Get PV module width in m + :return: float + """ + return self._width + + @property + def height(self): + """ + Get PV module height in m + :return: float + """ + return self._height + + @property + def control_strategy(self): + """" + Get control_strategy of Inverter from [MPPT, grid_tied, power_factor_control] + :return: string + """ + return self._control_strategy + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Generation component': {'id': self.id, + 'name': self.name, + 'type': self.type, + 'nominal power output [kW]': self.nominal_power_output, + 'nominal efficiency': self.nominal_efficiency, + 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, + 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, + 'nominal radiation [W/m2]': self.nominal_radiation, + 'standard test condition cell temperature [Celsius]': + self.standard_test_condition_cell_temperature, + 'standard test condition maximum power [kW]': + self.standard_test_condition_maximum_power, + 'width': self.width, + 'height': self.height, + 'control strategy': self.control_strategy + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py deleted file mode 100644 index 1728540f..00000000 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ /dev/null @@ -1,147 +0,0 @@ -""" -Energy System catalog generation system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - -from __future__ import annotations -from typing import Union - - -class GenerationSystem: - """ - Generation system class - """ - def __init__(self, system_id, name, system_type, fuel_type, source_types, heat_efficiency, cooling_efficiency, - electricity_efficiency, source_temperature, source_mass_flow, storage, auxiliary_equipment): - - self._system_id = system_id - self._name = name - self._type = system_type - self._fuel_type = fuel_type - self._source_types = source_types - self._heat_efficiency = heat_efficiency - self._cooling_efficiency = cooling_efficiency - self._electricity_efficiency = electricity_efficiency - self._source_temperature = source_temperature - self._source_mass_flow = source_mass_flow - self._storage = storage - self._auxiliary_equipment = auxiliary_equipment - - @property - def id(self): - """ - Get system id - :return: float - """ - return self._system_id - - @property - def name(self): - """ - Get name - :return: string - """ - return self._name - - @property - def type(self): - """ - Get type - :return: string - """ - return self._type - - @property - def fuel_type(self): - """ - Get fuel_type from [renewable, gas, diesel, electricity, wood, coal] - :return: string - """ - return self._fuel_type - - @property - def source_types(self): - """ - Get source_type from [air, water, geothermal, district_heating, grid, on_site_electricity] - :return: [string] - """ - return self._source_types - - @property - def heat_efficiency(self): - """ - Get heat_efficiency - :return: float - """ - return self._heat_efficiency - - @property - def cooling_efficiency(self): - """ - Get cooling_efficiency - :return: float - """ - return self._cooling_efficiency - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._electricity_efficiency - - @property - def source_temperature(self): - """ - Get source_temperature in degree Celsius - :return: float - """ - return self._source_temperature - - @property - def source_mass_flow(self): - """ - Get source_mass_flow in kg/s - :return: float - """ - return self._source_mass_flow - - @property - def storage(self): - """ - Get boolean storage exists - :return: bool - """ - return self._storage - - @property - def auxiliary_equipment(self) -> Union[None, GenerationSystem]: - """ - Get auxiliary_equipment - :return: GenerationSystem - """ - return self._auxiliary_equipment - - def to_dictionary(self): - """Class content to dictionary""" - _auxiliary_equipment = [] - if self.auxiliary_equipment is not None: - _auxiliary_equipment = self.auxiliary_equipment.to_dictionary() - content = {'Layer': {'id': self.id, - 'name': self.name, - 'type': self.type, - 'fuel type': self.fuel_type, - 'source types': self.source_types, - 'source temperature [Celsius]': self.source_temperature, - 'source mass flow [kg/s]': self.source_mass_flow, - 'heat efficiency': self.heat_efficiency, - 'cooling efficiency': self.cooling_efficiency, - 'electricity efficiency': self.electricity_efficiency, - 'it has storage': self.storage, - 'auxiliary equipment': _auxiliary_equipment - } - } - return content diff --git a/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py b/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py new file mode 100644 index 00000000..002d12a9 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py @@ -0,0 +1,146 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from __future__ import annotations +from typing import Union + + +class HeatGenerationSystem: + """ + Heat Generation system class + """ + + def __init__(self, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, modulation_range, + source_types, heat_efficiency, cooling_efficiency, electricity_efficiency, source_temperature, + source_mass_flow): + self._model_name = model_name + self._manufacturer = manufacturer + self._system_type = system_type + self._fuel_type = fuel_type + self._nominal_thermal_output = nominal_thermal_output + self._modulation_range = modulation_range + self._source_types = source_types + self._heat_efficiency = heat_efficiency + self._cooling_efficiency = cooling_efficiency + self._electricity_efficiency = electricity_efficiency + self._source_temperature = source_temperature + self._source_mass_flow = source_mass_flow + + @property + def model_name(self): + """ + Get system id + :return: float + """ + return self._model_name + + @property + def manufacturer(self): + """ + Get name + :return: string + """ + return self._manufacturer + + @property + def system_type(self): + """ + Get type + :return: string + """ + return self._system_type + + @property + def fuel_type(self): + """ + Get fuel_type from [renewable, gas, diesel, electricity, wood, coal, biogas] + :return: string + """ + return self._fuel_type + + @property + def nominal_thermal_output(self): + """ + Get nominal_thermal_output of heat generation devices in kW + :return: float + """ + return self._nominal_thermal_output + + @property + def modulation_range(self): + """ + Get modulation range of heat generation devices + :return: float + """ + return self._modulation_range + + @property + def source_types(self): + """ + Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] + :return: [string] + """ + return self._source_types + + @property + def heat_efficiency(self): + """ + Get heat_efficiency + :return: float + """ + return self._heat_efficiency + + @property + def cooling_efficiency(self): + """ + Get cooling_efficiency + :return: float + """ + return self._cooling_efficiency + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + + @property + def source_temperature(self): + """ + Get source_temperature in degree Celsius + :return: float + """ + return self._source_temperature + + @property + def source_mass_flow(self): + """ + Get source_mass_flow in kg/s + :return: float + """ + return self._source_mass_flow + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Generation component': {'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'nominal thermal output': self.nominal_thermal_output, + 'modulation_range': self.modulation_range, + 'source types': self.source_types, + 'source temperature [Celsius]': self.source_temperature, + 'source mass flow [kg/s]': self.source_mass_flow, + 'heat efficiency': self.heat_efficiency, + 'cooling efficiency': self.cooling_efficiency, + 'electricity efficiency': self.electricity_efficiency, + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 6059bec7..743c5b56 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -7,7 +7,8 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca from typing import Union -from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.heat_generation_system import HeatGenerationSystem +from hub.catalog_factories.data_models.energy_systems.electricity_generation_system import ElectricityGenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem @@ -21,7 +22,8 @@ class System: system_id, name, demand_types, - generation_system, + heat_generation_system, + electricity_generation_system, distribution_system, emission_system): @@ -29,7 +31,8 @@ class System: self._system_id = system_id self._name = name self._demand_types = demand_types - self._generation_system = generation_system + self._heat_generation_system = heat_generation_system + self._electricity_generation_system = electricity_generation_system self._distribution_system = distribution_system self._emission_system = emission_system @@ -66,12 +69,20 @@ class System: return self._demand_types @property - def generation_system(self) -> GenerationSystem: + def heat_generation_system(self) -> HeatGenerationSystem: """ - Get generation system - :return: GenerationSystem + Get heat generation system + :return: HeatGenerationSystem """ - return self._generation_system + return self._heat_generation_system + + @property + def electricity_generation_system(self) -> ElectricityGenerationSystem: + """ + Get electricity generation system + :return: ElectricityGenerationSystem + """ + return self._electricity_generation_system @property def distribution_system(self) -> Union[None, DistributionSystem]: @@ -101,7 +112,8 @@ class System: 'name': self.name, 'level of detail': self.lod, 'demand types': self.demand_types, - 'generation system': self.generation_system.to_dictionary(), + 'heat generation system': self.heat_generation_system.to_dictionary(), + 'electricity generation system': self.electricity_generation_system.to_dictionary(), 'distribution system': _distribution_system, 'emission system': _emission_system } diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 91c8d4e4..e190e49a 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -10,7 +10,7 @@ import xmltodict from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content -from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.heat_generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.archetype import Archetype From 9094c286c4a742e3a38ddfae54d0c83b193084cc Mon Sep 17 00:00:00 2001 From: sanam Date: Thu, 10 Aug 2023 10:04:59 -0400 Subject: [PATCH 004/101] new branch created --- .idea/.gitignore | 3 ++ .idea/hub.iml | 12 ++++++++ .idea/inspectionProfiles/Project_Default.xml | 30 +++++++++++++++++++ .../inspectionProfiles/profiles_settings.xml | 6 ++++ .idea/misc.xml | 4 +++ .idea/modules.xml | 8 +++++ .idea/vcs.xml | 6 ++++ .../stochastic_occupancy_model/archetype.py | 8 +++++ 8 files changed, 77 insertions(+) create mode 100644 .idea/.gitignore create mode 100644 .idea/hub.iml create mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 .idea/inspectionProfiles/profiles_settings.xml create mode 100644 .idea/misc.xml create mode 100644 .idea/modules.xml create mode 100644 .idea/vcs.xml create mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py diff --git a/.idea/.gitignore b/.idea/.gitignore new file mode 100644 index 00000000..26d33521 --- /dev/null +++ b/.idea/.gitignore @@ -0,0 +1,3 @@ +# Default ignored files +/shelf/ +/workspace.xml diff --git a/.idea/hub.iml b/.idea/hub.iml new file mode 100644 index 00000000..8b8c3954 --- /dev/null +++ b/.idea/hub.iml @@ -0,0 +1,12 @@ + + + + + + + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml new file mode 100644 index 00000000..0c6593c6 --- /dev/null +++ b/.idea/inspectionProfiles/Project_Default.xml @@ -0,0 +1,30 @@ + + + + \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml new file mode 100644 index 00000000..105ce2da --- /dev/null +++ b/.idea/inspectionProfiles/profiles_settings.xml @@ -0,0 +1,6 @@ + + + + \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml new file mode 100644 index 00000000..ef318927 --- /dev/null +++ b/.idea/misc.xml @@ -0,0 +1,4 @@ + + + + \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml new file mode 100644 index 00000000..8d1428ff --- /dev/null +++ b/.idea/modules.xml @@ -0,0 +1,8 @@ + + + + + + + + \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml new file mode 100644 index 00000000..94a25f7f --- /dev/null +++ b/.idea/vcs.xml @@ -0,0 +1,6 @@ + + + + + + \ No newline at end of file diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py new file mode 100644 index 00000000..86e895fe --- /dev/null +++ b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py @@ -0,0 +1,8 @@ +""" +Energy System catalog archetype +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca +""" + +import \ No newline at end of file From 02a03b8239b7ea44f6c98374de7fff189c6ddbd7 Mon Sep 17 00:00:00 2001 From: sanam Date: Thu, 10 Aug 2023 11:23:23 -0400 Subject: [PATCH 005/101] new directory created --- .../data_models/stochastic_occupancy_model/archetype.py | 8 -------- 1 file changed, 8 deletions(-) delete mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py deleted file mode 100644 index 86e895fe..00000000 --- a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py +++ /dev/null @@ -1,8 +0,0 @@ -""" -Energy System catalog archetype -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca -""" - -import \ No newline at end of file From e1ca39950fef287e875c4d4ea66acba0bcdf7e55 Mon Sep 17 00:00:00 2001 From: sanam Date: Thu, 10 Aug 2023 11:25:40 -0400 Subject: [PATCH 006/101] new directory created --- .../stochastic_occupancy_model/archetype.py | 155 ++++++++++++++++++ 1 file changed, 155 insertions(+) create mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py new file mode 100644 index 00000000..3397c4bf --- /dev/null +++ b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py @@ -0,0 +1,155 @@ +""" +Construction catalog Archetype +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2022 Concordia CERC group +Project Coder Guille Gutierrez guillermo.gutierrezmorote@concordia.ca +""" + +from hub.catalog_factories.data_models.construction.construction import Construction + + +class Archetype: + """ + Archetype class + """ + def __init__(self, archetype_id, + name, + function, + climate_zone, + construction_period, + constructions, + average_storey_height, + thermal_capacity, + extra_loses_due_to_thermal_bridges, + indirect_heated_ratio, + infiltration_rate_for_ventilation_system_off, + infiltration_rate_for_ventilation_system_on): + self._id = archetype_id + self._name = name + self._function = function + self._climate_zone = climate_zone + self._construction_period = construction_period + self._constructions = constructions + self._average_storey_height = average_storey_height + self._thermal_capacity = thermal_capacity + self._extra_loses_due_to_thermal_bridges = extra_loses_due_to_thermal_bridges + self._indirect_heated_ratio = indirect_heated_ratio + self._infiltration_rate_for_ventilation_system_off = infiltration_rate_for_ventilation_system_off + self._infiltration_rate_for_ventilation_system_on = infiltration_rate_for_ventilation_system_on + + @property + def id(self): + """ + Get archetype id + :return: str + """ + return self._id + + @property + def name(self): + """ + Get archetype name + :return: str + """ + return self._name + + @property + def function(self): + """ + Get archetype function + :return: str + """ + return self._function + + @property + def climate_zone(self): + """ + Get archetype climate zone + :return: str + """ + return self._climate_zone + + @property + def constructions(self) -> [Construction]: + """ + Get archetype constructions + :return: [Construction] + """ + return self._constructions + + @property + def construction_period(self): + """ + Get archetype construction period + :return: str + """ + return self._construction_period + + @property + def average_storey_height(self): + """ + Get archetype average storey height in m + :return: float + """ + return self._average_storey_height + + @property + def thermal_capacity(self): + """ + Get archetype thermal capacity in J/m3K + :return: float + """ + return self._thermal_capacity + + @property + def extra_loses_due_to_thermal_bridges(self): + """ + Get archetype extra loses due to thermal bridges in W/m2K + :return: float + """ + return self._extra_loses_due_to_thermal_bridges + + @property + def indirect_heated_ratio(self): + """ + Get archetype indirect heated area ratio + :return: float + """ + return self._indirect_heated_ratio + + @property + def infiltration_rate_for_ventilation_system_off(self): + """ + Get archetype infiltration rate for ventilation system off in 1/s + :return: float + """ + return self._infiltration_rate_for_ventilation_system_off + + @property + def infiltration_rate_for_ventilation_system_on(self): + """ + Get archetype infiltration rate for ventilation system on in 1/s + :return: float + """ + return self._infiltration_rate_for_ventilation_system_on + + def to_dictionary(self): + """Class content to dictionary""" + _constructions = [] + for _construction in self.constructions: + _constructions.append(_construction.to_dictionary()) + content = {'Archetype': {'id': self.id, + 'name': self.name, + 'function': self.function, + 'climate zone': self.climate_zone, + 'period of construction': self.construction_period, + 'average storey height [m]': self.average_storey_height, + 'thermal capacity [J/m3K]': self.thermal_capacity, + 'extra loses due to thermal bridges [W/m2K]': self.extra_loses_due_to_thermal_bridges, + 'indirect heated ratio': self.indirect_heated_ratio, + 'infiltration rate for ventilation off [1/s]': self.infiltration_rate_for_ventilation_system_off, + 'infiltration rate for ventilation on [1/s]': self.infiltration_rate_for_ventilation_system_on, + 'constructions': _constructions + } + } + return content From fde6f0f7513e5ea87c60a32e03ecdd517d429248 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 10 Aug 2023 20:55:35 -0400 Subject: [PATCH 007/101] Few modifications were mafe to heat_generation_system.py and electricity_generation_system.py classes. A new class named energy_storage_system.py is created to represent different possible energy storage systems in energy systems. --- .../electricity_generation_system.py | 66 ++++-- .../energy_systems/energy_storage_system.py | 217 ++++++++++++++++++ .../energy_systems/heat_generation_system.py | 26 +-- 3 files changed, 272 insertions(+), 37 deletions(-) create mode 100644 hub/catalog_factories/data_models/energy_systems/energy_storage_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py b/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py index 762615a3..bc1bdb81 100644 --- a/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py @@ -12,16 +12,17 @@ from typing import Union class ElectricityGenerationSystem: """ - Heat Generation system class + Electricity Generation system class """ - def __init__(self, model_name, manufacturer, system_type, nominal_power_output, nominal_efficiency, + def __init__(self, model_name, manufacturer, system_type, energy_source, nominal_power_output, nominal_efficiency, nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height, - control_strategy): + cogeneration_ratio, control_strategy): self._model_name = model_name self._name = manufacturer self._type = system_type + self._energy_source = energy_source self._nominal_power_output = nominal_power_output self._nominal_efficiency = nominal_efficiency self._nominal_ambient_temperature = nominal_ambient_temperature @@ -32,31 +33,39 @@ class ElectricityGenerationSystem: self._width = width self._height = height self._control_strategy = control_strategy + self._cogeneration_ratio = cogeneration_ratio @property - def id(self): + def model_name(self): """ - Get system id + Get system model :return: float """ return self._model_name @property - def name(self): + def manufacturer(self): """ - Get name + Get name of manufacturer :return: string """ return self._name @property - def type(self): + def system_type(self): """ Get type :return: string """ return self._type + @property + def energy_source(self): + """ + Get the energy source of the electricity generation system from [sun, wind, natural gas, biogas, diesel, biomass] + :return: string + """ + @property def nominal_power_output(self): """ @@ -129,6 +138,13 @@ class ElectricityGenerationSystem: """ return self._height + @property + def cogeneration_ratio(self): + """ + Get the ratio between the heat output and electricity output of CHP units + :return: float + """ + @property def control_strategy(self): """" @@ -139,21 +155,23 @@ class ElectricityGenerationSystem: def to_dictionary(self): """Class content to dictionary""" - content = {'Generation component': {'id': self.id, - 'name': self.name, - 'type': self.type, - 'nominal power output [kW]': self.nominal_power_output, - 'nominal efficiency': self.nominal_efficiency, - 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, - 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, - 'nominal radiation [W/m2]': self.nominal_radiation, - 'standard test condition cell temperature [Celsius]': - self.standard_test_condition_cell_temperature, - 'standard test condition maximum power [kW]': - self.standard_test_condition_maximum_power, - 'width': self.width, - 'height': self.height, - 'control strategy': self.control_strategy - } + content = {'Electricity Generation component': {'id': self.model_name, + 'name': self.manufacturer, + 'type': self.system_type, + 'energy source': self.energy_source, + 'nominal power output [kW]': self.nominal_power_output, + 'nominal efficiency': self.nominal_efficiency, + 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, + 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, + 'nominal radiation [W/m2]': self.nominal_radiation, + 'standard test condition cell temperature [Celsius]': + self.standard_test_condition_cell_temperature, + 'standard test condition maximum power [kW]': + self.standard_test_condition_maximum_power, + 'width': self.width, + 'height': self.height, + 'cogeneration ratio': self.cogeneration_ratio, + 'control strategy': self.control_strategy + } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py new file mode 100644 index 00000000..e76c0b65 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -0,0 +1,217 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from __future__ import annotations +from typing import Union + + +class EnergyStorageSystem: + """" + Energy Storage System Class + """ + + def __init__(self, model_name, manufacturer, storage_type, storage_subtype, physical_volume, rated_output_power, + nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, height, + storage_material, storage_thickness, material_conductivity, insulation_material, insulation_thickness, + insulation_conductivity, maximum_operating_temperature): + self._model_name = model_name + self._manufacturer = manufacturer + self._storage_type = storage_type + self._storage_subtype = storage_subtype + self._physical_volume = physical_volume + self._rated_output_power = rated_output_power + self._nominal_efficiency = nominal_efficiency + self._battery_voltage = battery_voltage + self._depth_of_discharge = depth_of_discharge + self._self_discharge_rate = self_discharge_rate + self._diameter = diameter + self._height = height + self._storage_material = storage_material + self._storage_thickness = storage_thickness + self._material_conductivity = material_conductivity + self._insulation_material = insulation_material + self._insulation_thickness = insulation_thickness + self._insulation_conductivity = insulation_conductivity + self._maximum_operating_temperature = maximum_operating_temperature + + @property + def model_name(self): + """ + Get system model + :return: float + """ + return self._model_name + + @property + def manufacturer(self): + """ + Get name of manufacturer + :return: string + """ + return self._manufacturer + + @property + def storage_type(self): + """ + Get storage type from [electrical, electrochemical, mechanical, thermal], chemical] + :return: string + """ + return self._storage_type + + @property + def storage_subtype(self): + """ + Get storage subtype from [lithium ion, lead acid, niMH, caes, flywheel, sensible heat storage, latent heat storage] + :return: string + """ + return self._storage_subtype + + @property + def physical_volume(self): + """ + Get the physical volume of the storage system in cubic meters + :return: float + """ + return self._physical_volume + + @property + def rated_output_power(self): + """ + Get the rated output power of storage system in kW + :return: float + """ + return self._rated_output_power + + @property + def nominal_efficiency(self): + """ + Get the nominal efficiency of the storage system + :return: float + """ + return self._nominal_efficiency + + @property + def battery_voltage(self): + """ + Get the battery voltage in Volt + :return: float + """ + return self._battery_voltage + + @property + def depth_of_discharge(self): + """ + Get the depth of discharge as a percentage + :return: float + """ + return self._depth_of_discharge + + @property + def self_discharge_rate(self): + """ + Get the self discharge rate of battery as a percentage + :return: float + """ + return self._self_discharge_rate + + @property + def diameter(self): + """ + Get the diameter of the storage system in meters + :return: float + """ + return self._diameter + + @property + def height(self): + """ + Get the height of the storage system in meters + :return: float + """ + return self._height + + @property + def storage_material(self): + """ + Get the name of the storage system material + :return: string + """ + return self._storage_material + + @property + def storage_thickness(self): + """ + Get the thickness of the storage system in meters + :return: float + """ + return self._storage_thickness + + @property + def material_conductivity(self): + """ + Get the thermal conductivity of the storage system material in W/(m.K) + :return: float + """ + return self._material_conductivity + + @property + def insulation_material(self): + """ + Get the name of the material used as insulation + :return: string + """ + return self._insulation_material + + @property + def insulation_thickness(self): + """ + Get the thickness of the insulation used for the storage system in meters + :return: float + """ + return self._storage_thickness + + @property + def insulation_conductivity(self): + """ + Get the thickness of the insulation used for the storage system in W/(m.K) + :return: float + """ + return self._insulation_conductivity + + @property + def maximum_operating_temperature(self): + """ + Get maximum operating temperature of the storage system in degree Celsius + :return: float + """ + return self._maximum_operating_temperature + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Storage component': {'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'storage subtype': self.storage_subtype, + 'physical volume [m3]': self.physical_volume, + 'rated power [kW]': self.rated_output_power, + 'nominal efficiency': self.nominal_efficiency, + 'battery voltage [V]': self.battery_voltage, + 'depth of discharge': self.depth_of_discharge, + 'self discharge rate': self.self_discharge_rate, + 'diameter [m]': self.diameter, + 'height [m]': self.height, + 'storage material': self.storage_material, + 'storage thickness [m]': self.storage_thickness, + 'storage material thermal conductivity [W/m.K]': self.material_conductivity, + 'insulation material': self.insulation_material, + 'insulation thickness[m]': self.insulation_thickness, + 'insulation thermal conductivity [W/m.K]': self.insulation_conductivity, + 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + } + } + return content \ No newline at end of file diff --git a/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py b/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py index 002d12a9..4b290d15 100644 --- a/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py @@ -129,18 +129,18 @@ class HeatGenerationSystem: def to_dictionary(self): """Class content to dictionary""" - content = {'Generation component': {'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'type': self.system_type, - 'fuel type': self.fuel_type, - 'nominal thermal output': self.nominal_thermal_output, - 'modulation_range': self.modulation_range, - 'source types': self.source_types, - 'source temperature [Celsius]': self.source_temperature, - 'source mass flow [kg/s]': self.source_mass_flow, - 'heat efficiency': self.heat_efficiency, - 'cooling efficiency': self.cooling_efficiency, - 'electricity efficiency': self.electricity_efficiency, - } + content = {'Heat Generation component': {'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'nominal thermal output': self.nominal_thermal_output, + 'modulation_range': self.modulation_range, + 'source types': self.source_types, + 'source temperature [Celsius]': self.source_temperature, + 'source mass flow [kg/s]': self.source_mass_flow, + 'heat efficiency': self.heat_efficiency, + 'cooling efficiency': self.cooling_efficiency, + 'electricity efficiency': self.electricity_efficiency, + } } return content From a3028221e32f8c78ff38e0235bd2629e7dd7776c Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 11 Aug 2023 10:17:02 -0400 Subject: [PATCH 008/101] added .gitignore to always ignore .idea --- .idea/.gitignore => .gitignore | 3 +- .idea/hub.iml | 12 -------- .idea/inspectionProfiles/Project_Default.xml | 30 ------------------- .../inspectionProfiles/profiles_settings.xml | 6 ---- .idea/misc.xml | 4 --- .idea/modules.xml | 8 ----- .idea/vcs.xml | 6 ---- 7 files changed, 1 insertion(+), 68 deletions(-) rename .idea/.gitignore => .gitignore (51%) delete mode 100644 .idea/hub.iml delete mode 100644 .idea/inspectionProfiles/Project_Default.xml delete mode 100644 .idea/inspectionProfiles/profiles_settings.xml delete mode 100644 .idea/misc.xml delete mode 100644 .idea/modules.xml delete mode 100644 .idea/vcs.xml diff --git a/.idea/.gitignore b/.gitignore similarity index 51% rename from .idea/.gitignore rename to .gitignore index 26d33521..fd31855a 100644 --- a/.idea/.gitignore +++ b/.gitignore @@ -1,3 +1,2 @@ # Default ignored files -/shelf/ -/workspace.xml +.idea \ No newline at end of file diff --git a/.idea/hub.iml b/.idea/hub.iml deleted file mode 100644 index 8b8c3954..00000000 --- a/.idea/hub.iml +++ /dev/null @@ -1,12 +0,0 @@ - - - - - - - - - - \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml deleted file mode 100644 index 0c6593c6..00000000 --- a/.idea/inspectionProfiles/Project_Default.xml +++ /dev/null @@ -1,30 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml deleted file mode 100644 index 105ce2da..00000000 --- a/.idea/inspectionProfiles/profiles_settings.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml deleted file mode 100644 index ef318927..00000000 --- a/.idea/misc.xml +++ /dev/null @@ -1,4 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml deleted file mode 100644 index 8d1428ff..00000000 --- a/.idea/modules.xml +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml deleted file mode 100644 index 94a25f7f..00000000 --- a/.idea/vcs.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - - - \ No newline at end of file From 1b3a128f334b9cd048d882a44c042b143c2224a1 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 11 Aug 2023 10:18:33 -0400 Subject: [PATCH 009/101] added .gitignore to always ignore .idea --- .gitignore | 1 + .idea/.gitignore | 3 --- .idea/codeStyles/codeStyleConfig.xml | 5 ----- .idea/hub.iml | 12 ------------ .idea/inspectionProfiles/Project_Default.xml | 12 ------------ .idea/inspectionProfiles/profiles_settings.xml | 6 ------ .idea/misc.xml | 7 ------- .idea/modules.xml | 8 -------- .idea/vcs.xml | 6 ------ 9 files changed, 1 insertion(+), 59 deletions(-) create mode 100644 .gitignore delete mode 100644 .idea/.gitignore delete mode 100644 .idea/codeStyles/codeStyleConfig.xml delete mode 100644 .idea/hub.iml delete mode 100644 .idea/inspectionProfiles/Project_Default.xml delete mode 100644 .idea/inspectionProfiles/profiles_settings.xml delete mode 100644 .idea/misc.xml delete mode 100644 .idea/modules.xml delete mode 100644 .idea/vcs.xml diff --git a/.gitignore b/.gitignore new file mode 100644 index 00000000..723ef36f --- /dev/null +++ b/.gitignore @@ -0,0 +1 @@ +.idea \ No newline at end of file diff --git a/.idea/.gitignore b/.idea/.gitignore deleted file mode 100644 index 26d33521..00000000 --- a/.idea/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -# Default ignored files -/shelf/ -/workspace.xml diff --git a/.idea/codeStyles/codeStyleConfig.xml b/.idea/codeStyles/codeStyleConfig.xml deleted file mode 100644 index a55e7a17..00000000 --- a/.idea/codeStyles/codeStyleConfig.xml +++ /dev/null @@ -1,5 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/hub.iml b/.idea/hub.iml deleted file mode 100644 index 8b8c3954..00000000 --- a/.idea/hub.iml +++ /dev/null @@ -1,12 +0,0 @@ - - - - - - - - - - \ No newline at end of file diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml deleted file mode 100644 index 92775997..00000000 --- a/.idea/inspectionProfiles/Project_Default.xml +++ /dev/null @@ -1,12 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml deleted file mode 100644 index 105ce2da..00000000 --- a/.idea/inspectionProfiles/profiles_settings.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - \ No newline at end of file diff --git a/.idea/misc.xml b/.idea/misc.xml deleted file mode 100644 index 0e4465aa..00000000 --- a/.idea/misc.xml +++ /dev/null @@ -1,7 +0,0 @@ - - - - - - \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml deleted file mode 100644 index 8d1428ff..00000000 --- a/.idea/modules.xml +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml deleted file mode 100644 index 94a25f7f..00000000 --- a/.idea/vcs.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - - - \ No newline at end of file From 61d4c012dcca65665af9891c25ee719d24950eac Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Sun, 13 Aug 2023 10:26:36 -0400 Subject: [PATCH 010/101] Renamed the electricity_generation_system.py to pv_generation_system.py and modified the heating_generation_system to generation_system.py to account for all the generation systems. --- .../energy_systems/energy_storage_system.py | 30 ++----- ...eration_system.py => generation_system.py} | 24 ++++- ...tion_system.py => pv_generation_system.py} | 87 +------------------ .../data_models/energy_systems/system.py | 8 +- .../energy_systems/montreal_custom_catalog.py | 2 +- 5 files changed, 37 insertions(+), 114 deletions(-) rename hub/catalog_factories/data_models/energy_systems/{heat_generation_system.py => generation_system.py} (83%) rename hub/catalog_factories/data_models/energy_systems/{electricity_generation_system.py => pv_generation_system.py} (54%) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index e76c0b65..7ac5d7d0 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -8,6 +8,8 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from __future__ import annotations from typing import Union +from hub.catalog_factories.data_models.construction.material import Material +from hub.catalog_factories.data_models.construction.layer import Layer class EnergyStorageSystem: @@ -15,22 +17,20 @@ class EnergyStorageSystem: Energy Storage System Class """ - def __init__(self, model_name, manufacturer, storage_type, storage_subtype, physical_volume, rated_output_power, - nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, height, + def __init__(self, model_name, manufacturer, storage_type, volume, rated_output_power, + nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, storage_material, storage_thickness, material_conductivity, insulation_material, insulation_thickness, insulation_conductivity, maximum_operating_temperature): self._model_name = model_name self._manufacturer = manufacturer self._storage_type = storage_type - self._storage_subtype = storage_subtype - self._physical_volume = physical_volume + self._physical_volume = volume self._rated_output_power = rated_output_power self._nominal_efficiency = nominal_efficiency self._battery_voltage = battery_voltage self._depth_of_discharge = depth_of_discharge self._self_discharge_rate = self_discharge_rate self._diameter = diameter - self._height = height self._storage_material = storage_material self._storage_thickness = storage_thickness self._material_conductivity = material_conductivity @@ -58,19 +58,11 @@ class EnergyStorageSystem: @property def storage_type(self): """ - Get storage type from [electrical, electrochemical, mechanical, thermal], chemical] + Get storage type from ['lithium_ion', 'sensible', 'latent'] :return: string """ return self._storage_type - @property - def storage_subtype(self): - """ - Get storage subtype from [lithium ion, lead acid, niMH, caes, flywheel, sensible heat storage, latent heat storage] - :return: string - """ - return self._storage_subtype - @property def physical_volume(self): """ @@ -127,14 +119,6 @@ class EnergyStorageSystem: """ return self._diameter - @property - def height(self): - """ - Get the height of the storage system in meters - :return: float - """ - return self._height - @property def storage_material(self): """ @@ -196,7 +180,6 @@ class EnergyStorageSystem: content = {'Storage component': {'model name': self.model_name, 'manufacturer': self.manufacturer, 'storage type': self.storage_type, - 'storage subtype': self.storage_subtype, 'physical volume [m3]': self.physical_volume, 'rated power [kW]': self.rated_output_power, 'nominal efficiency': self.nominal_efficiency, @@ -204,7 +187,6 @@ class EnergyStorageSystem: 'depth of discharge': self.depth_of_discharge, 'self discharge rate': self.self_discharge_rate, 'diameter [m]': self.diameter, - 'height [m]': self.height, 'storage material': self.storage_material, 'storage thickness [m]': self.storage_thickness, 'storage material thermal conductivity [W/m.K]': self.material_conductivity, diff --git a/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py similarity index 83% rename from hub/catalog_factories/data_models/energy_systems/heat_generation_system.py rename to hub/catalog_factories/data_models/energy_systems/generation_system.py index 4b290d15..5179eb8d 100644 --- a/hub/catalog_factories/data_models/energy_systems/heat_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -10,14 +10,14 @@ from __future__ import annotations from typing import Union -class HeatGenerationSystem: +class GenerationSystem: """ Heat Generation system class """ def __init__(self, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, modulation_range, source_types, heat_efficiency, cooling_efficiency, electricity_efficiency, source_temperature, - source_mass_flow): + source_mass_flow, nominal_electricity_output, cogeneration_ratio): self._model_name = model_name self._manufacturer = manufacturer self._system_type = system_type @@ -30,6 +30,8 @@ class HeatGenerationSystem: self._electricity_efficiency = electricity_efficiency self._source_temperature = source_temperature self._source_mass_flow = source_mass_flow + self._nominal_electricity_output = nominal_electricity_output + self._cogeneration_ratio = cogeneration_ratio @property def model_name(self): @@ -127,6 +129,22 @@ class HeatGenerationSystem: """ return self._source_mass_flow + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in kW + :return: float + """ + return self._nominal_electricity_output + + @property + def cogeneration_ratio(self): + """ + Get the ratio between the heat output and electricity output of CHP units + :return: float + """ + return self._cogeneration_ratio + def to_dictionary(self): """Class content to dictionary""" content = {'Heat Generation component': {'model name': self.model_name, @@ -141,6 +159,8 @@ class HeatGenerationSystem: 'heat efficiency': self.heat_efficiency, 'cooling efficiency': self.cooling_efficiency, 'electricity efficiency': self.electricity_efficiency, + 'nominal power output [kW]': self.nominal_electricity_output, + 'cogeneration ratio': self.cogeneration_ratio, } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py similarity index 54% rename from hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py rename to hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index bc1bdb81..78bd2bd6 100644 --- a/hub/catalog_factories/data_models/energy_systems/electricity_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -10,21 +10,13 @@ from __future__ import annotations from typing import Union -class ElectricityGenerationSystem: +class PvGenerationSystem: """ Electricity Generation system class """ - def __init__(self, model_name, manufacturer, system_type, energy_source, nominal_power_output, nominal_efficiency, - nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, - standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height, - cogeneration_ratio, control_strategy): - self._model_name = model_name - self._name = manufacturer - self._type = system_type - self._energy_source = energy_source - self._nominal_power_output = nominal_power_output - self._nominal_efficiency = nominal_efficiency + def __init__(self, nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, + standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height): self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation @@ -32,55 +24,6 @@ class ElectricityGenerationSystem: self._standard_test_condition_maximum_power = standard_test_condition_maximum_power self._width = width self._height = height - self._control_strategy = control_strategy - self._cogeneration_ratio = cogeneration_ratio - - @property - def model_name(self): - """ - Get system model - :return: float - """ - return self._model_name - - @property - def manufacturer(self): - """ - Get name of manufacturer - :return: string - """ - return self._name - - @property - def system_type(self): - """ - Get type - :return: string - """ - return self._type - - @property - def energy_source(self): - """ - Get the energy source of the electricity generation system from [sun, wind, natural gas, biogas, diesel, biomass] - :return: string - """ - - @property - def nominal_power_output(self): - """ - Get nominal_power_output of electricity generation devices or inverters in kW - :return: float - """ - return self._nominal_power_output - - @property - def nominal_efficiency(self): - """ - Get nominal_efficiency of electricity generation devices or inverters - :return: float - """ - return self._nominal_efficiency @property def nominal_ambient_temperature(self): @@ -138,29 +81,9 @@ class ElectricityGenerationSystem: """ return self._height - @property - def cogeneration_ratio(self): - """ - Get the ratio between the heat output and electricity output of CHP units - :return: float - """ - - @property - def control_strategy(self): - """" - Get control_strategy of Inverter from [MPPT, grid_tied, power_factor_control] - :return: string - """ - return self._control_strategy - def to_dictionary(self): """Class content to dictionary""" - content = {'Electricity Generation component': {'id': self.model_name, - 'name': self.manufacturer, - 'type': self.system_type, - 'energy source': self.energy_source, - 'nominal power output [kW]': self.nominal_power_output, - 'nominal efficiency': self.nominal_efficiency, + content = {'Electricity Generation component': { 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, 'nominal radiation [W/m2]': self.nominal_radiation, @@ -170,8 +93,6 @@ class ElectricityGenerationSystem: self.standard_test_condition_maximum_power, 'width': self.width, 'height': self.height, - 'cogeneration ratio': self.cogeneration_ratio, - 'control strategy': self.control_strategy } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 743c5b56..f8b47905 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -7,8 +7,8 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca from typing import Union -from hub.catalog_factories.data_models.energy_systems.heat_generation_system import HeatGenerationSystem -from hub.catalog_factories.data_models.energy_systems.electricity_generation_system import ElectricityGenerationSystem +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem @@ -69,7 +69,7 @@ class System: return self._demand_types @property - def heat_generation_system(self) -> HeatGenerationSystem: + def heat_generation_system(self) -> GenerationSystem: """ Get heat generation system :return: HeatGenerationSystem @@ -77,7 +77,7 @@ class System: return self._heat_generation_system @property - def electricity_generation_system(self) -> ElectricityGenerationSystem: + def electricity_generation_system(self) -> PvGenerationSystem: """ Get electricity generation system :return: ElectricityGenerationSystem diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index e190e49a..91c8d4e4 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -10,7 +10,7 @@ import xmltodict from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content -from hub.catalog_factories.data_models.energy_systems.heat_generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.archetype import Archetype From 231e4a17f2be08476195adce37da6d0b15efff66 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Sun, 13 Aug 2023 20:43:05 -0400 Subject: [PATCH 011/101] All the attributes related to the material and insulation of the tank are substituted with one attribute called "layers" --- .../energy_systems/energy_storage_system.py | 70 +++---------------- 1 file changed, 11 insertions(+), 59 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 7ac5d7d0..c84e6706 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -18,9 +18,8 @@ class EnergyStorageSystem: """ def __init__(self, model_name, manufacturer, storage_type, volume, rated_output_power, - nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, - storage_material, storage_thickness, material_conductivity, insulation_material, insulation_thickness, - insulation_conductivity, maximum_operating_temperature): + nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, layers + , maximum_operating_temperature): self._model_name = model_name self._manufacturer = manufacturer self._storage_type = storage_type @@ -31,12 +30,7 @@ class EnergyStorageSystem: self._depth_of_discharge = depth_of_discharge self._self_discharge_rate = self_discharge_rate self._diameter = diameter - self._storage_material = storage_material - self._storage_thickness = storage_thickness - self._material_conductivity = material_conductivity - self._insulation_material = insulation_material - self._insulation_thickness = insulation_thickness - self._insulation_conductivity = insulation_conductivity + self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature @property @@ -120,52 +114,12 @@ class EnergyStorageSystem: return self._diameter @property - def storage_material(self): + def layers(self) -> [Layer]: """ - Get the name of the storage system material - :return: string + Get construction layers + :return: [layer] """ - return self._storage_material - - @property - def storage_thickness(self): - """ - Get the thickness of the storage system in meters - :return: float - """ - return self._storage_thickness - - @property - def material_conductivity(self): - """ - Get the thermal conductivity of the storage system material in W/(m.K) - :return: float - """ - return self._material_conductivity - - @property - def insulation_material(self): - """ - Get the name of the material used as insulation - :return: string - """ - return self._insulation_material - - @property - def insulation_thickness(self): - """ - Get the thickness of the insulation used for the storage system in meters - :return: float - """ - return self._storage_thickness - - @property - def insulation_conductivity(self): - """ - Get the thickness of the insulation used for the storage system in W/(m.K) - :return: float - """ - return self._insulation_conductivity + return self._layers @property def maximum_operating_temperature(self): @@ -177,6 +131,9 @@ class EnergyStorageSystem: def to_dictionary(self): """Class content to dictionary""" + _layers = [] + for _layer in self.layers: + _layers.append(_layer.to_dictionary()) content = {'Storage component': {'model name': self.model_name, 'manufacturer': self.manufacturer, 'storage type': self.storage_type, @@ -187,12 +144,7 @@ class EnergyStorageSystem: 'depth of discharge': self.depth_of_discharge, 'self discharge rate': self.self_discharge_rate, 'diameter [m]': self.diameter, - 'storage material': self.storage_material, - 'storage thickness [m]': self.storage_thickness, - 'storage material thermal conductivity [W/m.K]': self.material_conductivity, - 'insulation material': self.insulation_material, - 'insulation thickness[m]': self.insulation_thickness, - 'insulation thermal conductivity [W/m.K]': self.insulation_conductivity, + 'layers': _layers, 'maximum operating temperature [Celsius]': self.maximum_operating_temperature } } From d6ee3d6e6ba5f89d2c076288f9f4cc9f80168436 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Sun, 13 Aug 2023 20:44:14 -0400 Subject: [PATCH 012/101] All the attributes related to the material and insulation of the tank are substituted with one attribute called "layers" --- .../data_models/energy_systems/energy_storage_system.py | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index c84e6706..9be2d17d 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -18,8 +18,8 @@ class EnergyStorageSystem: """ def __init__(self, model_name, manufacturer, storage_type, volume, rated_output_power, - nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, layers - , maximum_operating_temperature): + nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, layers, + maximum_operating_temperature): self._model_name = model_name self._manufacturer = manufacturer self._storage_type = storage_type From 6ce82c52de487c9f1d51c305cdc04afaa50d28e3 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Sun, 13 Aug 2023 21:17:03 -0400 Subject: [PATCH 013/101] Class parameter_function.py is created --- .../energy_systems/parameter_function.py | 53 +++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 hub/catalog_factories/data_models/energy_systems/parameter_function.py diff --git a/hub/catalog_factories/data_models/energy_systems/parameter_function.py b/hub/catalog_factories/data_models/energy_systems/parameter_function.py new file mode 100644 index 00000000..089812b5 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/parameter_function.py @@ -0,0 +1,53 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from __future__ import annotations +from typing import Union + + +class ParameterFunction: + """ + Parameter function class + """ + + def __init__(self, type, coefficients): + self._type = type + self._coefficients = coefficients + + @property + def type(self): + """ + The type of the fit function from the following + Linear =>>> y = a*x + b + Exponential =>>> y = a*(b**x) + Polynomial =>>> y = a*(x**2) + b*x + c + Power =>>> y = a*(x**b) + Second degree multivariable =>>> y = a*(x**2) + b*x + c*x*y + d*y + e*(y**2) + f + + Get the type of function from ['linear', 'exponential', 'polynomial', 'power', 'second degree multivariable'] + :return: string + """ + return self._type + + @property + def coefficients(self): + """ + Get the coefficients of the functions as list + :return: [coefficients] + """ + return self._coefficients + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Parameter Function': { + 'type': self.type, + 'coefficients': self.coefficients, + } + } + return content + From acd7ad22666b22839ff5f073430e080ec530caa8 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Sun, 13 Aug 2023 22:53:43 -0400 Subject: [PATCH 014/101] distribution_system.py is modified --- .../energy_systems/distribution_system.py | 50 +++++++++++++------ .../data_models/energy_systems/system.py | 1 + 2 files changed, 37 insertions(+), 14 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index e24ba64c..8c1146fd 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -5,42 +5,46 @@ Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ +from hub.catalog_factories.data_models.construction.material import Material + class DistributionSystem: """ Distribution system class """ - def __init__(self, system_id, name, system_type, supply_temperature, distribution_consumption_fix_flow, - distribution_consumption_variable_flow, heat_losses): - self._system_id = system_id - self._name = name + def __init__(self, model, manufacturer, system_type, supply_temperature, distribution_consumption_fix_flow, + distribution_consumption_variable_flow, heat_losses, nominal_heat_output, medium): + self._model = model + self._manufacturer = manufacturer self._type = system_type self._supply_temperature = supply_temperature self._distribution_consumption_fix_flow = distribution_consumption_fix_flow self._distribution_consumption_variable_flow = distribution_consumption_variable_flow self._heat_losses = heat_losses + self._nominal_heat_output = nominal_heat_output + self._medium = medium @property - def id(self): + def model(self): """ - Get system id - :return: float + Get system model + :return: string """ - return self._system_id + return self._model @property - def name(self): + def manufacturer(self): """ Get name :return: string """ - return self._name + return self._manufacturer @property def type(self): """ - Get type from [air, water, refrigerant] + Get type from ['radiator', 'forced air convection', 'radiant floor heating'] :return: string """ return self._type @@ -78,17 +82,35 @@ class DistributionSystem: """ return self._heat_losses + @property + def nominal_heat_output(self): + """ + Get the nominal heat output of the heat distribution system in kW + :return: float + """ + return self._nominal_heat_output + + @property + def medium(self) -> Material: + """ + Get the heat transfer medium characteristics + :return: Material + """ + return self._medium + def to_dictionary(self): """Class content to dictionary""" content = { 'Layer': { - 'id': self.id, - 'name': self.name, + 'model': self.model, + 'manufacturer': self.manufacturer, 'type': self.type, 'supply temperature [Celsius]': self.supply_temperature, 'distribution consumption if fix flow over peak power [W/W]': self.distribution_consumption_fix_flow, 'distribution consumption if variable flow over peak power [J/J]': self.distribution_consumption_variable_flow, - 'heat losses per energy produced [J/J]': self.heat_losses + 'heat losses per energy produced [J/J]': self.heat_losses, + 'nominal_heat_output': self.nominal_heat_output, + 'heat transfer medium': self.medium } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index f8b47905..5dc59ddb 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -9,6 +9,7 @@ from typing import Union from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem From 3feecac15d49f5dd940473b4fc0d2af9124e5139 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 14 Aug 2023 20:00:17 -0400 Subject: [PATCH 015/101] cogeneration ratio was removed from generation_system.py pv_generation_system.py is completed by adding an inheritance from the GenerationSystem class parameter_function.py is renamed to performance_curves.py and an attribute to get the list of target parameters is added to it system.py is modified by adding energy storage, performance curves, pv to it --- .../energy_systems/distribution_system.py | 48 +++------- .../energy_systems/emission_system.py | 60 ------------ .../energy_systems/energy_emission_system.py | 94 +++++++++++++++++++ .../energy_systems/generation_system.py | 40 +++----- .../energy_systems/pv_generation_system.py | 39 +++++--- .../data_models/energy_systems/system.py | 90 ++++++++++++------ .../energy_systems/montreal_custom_catalog.py | 40 ++++---- 7 files changed, 231 insertions(+), 180 deletions(-) delete mode 100644 hub/catalog_factories/data_models/energy_systems/emission_system.py create mode 100644 hub/catalog_factories/data_models/energy_systems/energy_emission_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index 8c1146fd..defdad4f 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -13,38 +13,36 @@ class DistributionSystem: Distribution system class """ - def __init__(self, model, manufacturer, system_type, supply_temperature, distribution_consumption_fix_flow, - distribution_consumption_variable_flow, heat_losses, nominal_heat_output, medium): - self._model = model - self._manufacturer = manufacturer + def __init__(self, system_id, name, system_type, supply_temperature, distribution_consumption_fix_flow, + distribution_consumption_variable_flow, heat_losses): + self._system_id = system_id + self._name = name self._type = system_type self._supply_temperature = supply_temperature self._distribution_consumption_fix_flow = distribution_consumption_fix_flow self._distribution_consumption_variable_flow = distribution_consumption_variable_flow self._heat_losses = heat_losses - self._nominal_heat_output = nominal_heat_output - self._medium = medium @property - def model(self): + def id(self): """ - Get system model - :return: string + Get system id + :return: float """ - return self._model + return self._system_id @property - def manufacturer(self): + def name(self): """ Get name :return: string """ - return self._manufacturer + return self._name @property def type(self): """ - Get type from ['radiator', 'forced air convection', 'radiant floor heating'] + Get type from [air, water, refrigerant] :return: string """ return self._type @@ -82,35 +80,17 @@ class DistributionSystem: """ return self._heat_losses - @property - def nominal_heat_output(self): - """ - Get the nominal heat output of the heat distribution system in kW - :return: float - """ - return self._nominal_heat_output - - @property - def medium(self) -> Material: - """ - Get the heat transfer medium characteristics - :return: Material - """ - return self._medium - def to_dictionary(self): """Class content to dictionary""" content = { 'Layer': { - 'model': self.model, - 'manufacturer': self.manufacturer, + 'id': self.id, + 'name': self.name, 'type': self.type, 'supply temperature [Celsius]': self.supply_temperature, 'distribution consumption if fix flow over peak power [W/W]': self.distribution_consumption_fix_flow, 'distribution consumption if variable flow over peak power [J/J]': self.distribution_consumption_variable_flow, - 'heat losses per energy produced [J/J]': self.heat_losses, - 'nominal_heat_output': self.nominal_heat_output, - 'heat transfer medium': self.medium + 'heat losses per energy produced [J/J]': self.heat_losses } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/emission_system.py b/hub/catalog_factories/data_models/energy_systems/emission_system.py deleted file mode 100644 index 5e9d2865..00000000 --- a/hub/catalog_factories/data_models/energy_systems/emission_system.py +++ /dev/null @@ -1,60 +0,0 @@ -""" -Energy System catalog emission system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - - -class EmissionSystem: - """ - Emission system class - """ - def __init__(self, system_id, name, system_type, parasitic_energy_consumption): - - self._system_id = system_id - self._name = name - self._type = system_type - self._parasitic_energy_consumption = parasitic_energy_consumption - - @property - def id(self): - """ - Get system id - :return: float - """ - return self._system_id - - @property - def name(self): - """ - Get name - :return: string - """ - return self._name - - @property - def type(self): - """ - Get type - :return: string - """ - return self._type - - @property - def parasitic_energy_consumption(self): - """ - Get parasitic_energy_consumption in ratio (J/J) - :return: float - """ - return self._parasitic_energy_consumption - - def to_dictionary(self): - """Class content to dictionary""" - content = {'Layer': {'id': self.id, - 'name': self.name, - 'type': self.type, - 'parasitic energy consumption per energy produced [J/J]': self.parasitic_energy_consumption - } - } - return content diff --git a/hub/catalog_factories/data_models/energy_systems/energy_emission_system.py b/hub/catalog_factories/data_models/energy_systems/energy_emission_system.py new file mode 100644 index 00000000..171a8fda --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/energy_emission_system.py @@ -0,0 +1,94 @@ +""" +Energy System catalog emission system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from hub.catalog_factories.data_models.construction.material import Material + + +class EnergyEmissionSystem: + """ + Emission system class + """ + def __init__(self, model_name, manufacturer, system_type, parasitic_energy_consumption, nominal_heat_output, + nominal_efficiency, medium): + + self._system_id = model_name + self._name = manufacturer + self._type = system_type + self._parasitic_energy_consumption = parasitic_energy_consumption + self._nominal_heat_output = nominal_heat_output + self._nominal_efficiency = nominal_efficiency + self._medium = medium + + @property + def model_name(self): + """ + Get system id + :return: float + """ + return self._system_id + + @property + def manufacturer(self): + """ + Get name + :return: string + """ + return self._name + + @property + def type(self): + """ + Get type + :return: string + """ + return self._type + + @property + def parasitic_energy_consumption(self): + """ + Get parasitic_energy_consumption in ratio (J/J) + :return: float + """ + return self._parasitic_energy_consumption + + @property + def nominal_heat_output(self): + """ + Get the nominal heat output of the emission system in kW + :return: float + """ + return self._nominal_heat_output + + @property + def nominal_efficiency(self): + """ + Get the nominal efficiency of the emission system + :return: float + """ + return self._nominal_efficiency + + @property + def medium(self) -> Material: + """ + Get the heat transfer characteristics of the heat transfer medium + :return: Material + """ + return self._medium + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Layer': {'id': self.model_name, + 'name': self.manufacturer, + 'type': self.type, + 'parasitic energy consumption per energy produced [J/J]': self.parasitic_energy_consumption, + 'nominal heat output [kW]': self.nominal_heat_output, + 'nominal efficiency': self.nominal_efficiency, + 'heat transfer medium': self.medium + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index 5179eb8d..f0ce35ab 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -17,7 +17,7 @@ class GenerationSystem: def __init__(self, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, modulation_range, source_types, heat_efficiency, cooling_efficiency, electricity_efficiency, source_temperature, - source_mass_flow, nominal_electricity_output, cogeneration_ratio): + source_mass_flow, nominal_electricity_output): self._model_name = model_name self._manufacturer = manufacturer self._system_type = system_type @@ -31,7 +31,6 @@ class GenerationSystem: self._source_temperature = source_temperature self._source_mass_flow = source_mass_flow self._nominal_electricity_output = nominal_electricity_output - self._cogeneration_ratio = cogeneration_ratio @property def model_name(self): @@ -137,30 +136,21 @@ class GenerationSystem: """ return self._nominal_electricity_output - @property - def cogeneration_ratio(self): - """ - Get the ratio between the heat output and electricity output of CHP units - :return: float - """ - return self._cogeneration_ratio - def to_dictionary(self): """Class content to dictionary""" - content = {'Heat Generation component': {'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'type': self.system_type, - 'fuel type': self.fuel_type, - 'nominal thermal output': self.nominal_thermal_output, - 'modulation_range': self.modulation_range, - 'source types': self.source_types, - 'source temperature [Celsius]': self.source_temperature, - 'source mass flow [kg/s]': self.source_mass_flow, - 'heat efficiency': self.heat_efficiency, - 'cooling efficiency': self.cooling_efficiency, - 'electricity efficiency': self.electricity_efficiency, - 'nominal power output [kW]': self.nominal_electricity_output, - 'cogeneration ratio': self.cogeneration_ratio, - } + content = {'Energy Generation component': {'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'nominal thermal output': self.nominal_thermal_output, + 'modulation_range': self.modulation_range, + 'source types': self.source_types, + 'source temperature [Celsius]': self.source_temperature, + 'source mass flow [kg/s]': self.source_mass_flow, + 'heat efficiency': self.heat_efficiency, + 'cooling efficiency': self.cooling_efficiency, + 'electricity efficiency': self.electricity_efficiency, + 'nominal power output [kW]': self.nominal_electricity_output, + } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 78bd2bd6..a258b4b9 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -8,15 +8,22 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from __future__ import annotations from typing import Union +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem -class PvGenerationSystem: +class PvGenerationSystem(GenerationSystem): """ Electricity Generation system class """ def __init__(self, nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, - standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height): + standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height, + model_name, manufacturer, electricity_efficiency, nominal_electricity_output): + super(GenerationSystem, self).__init__(model_name=model_name, manufacturer=manufacturer, system_type='pv', + fuel_type='renewable', nominal_thermal_output=None, modulation_range=None, + source_types=None, heat_efficiency=None, cooling_efficiency=None, + electricity_efficiency=electricity_efficiency, source_temperature=None, + source_mass_flow=None, nominal_electricity_output=nominal_electricity_output) self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation @@ -83,16 +90,20 @@ class PvGenerationSystem: def to_dictionary(self): """Class content to dictionary""" - content = {'Electricity Generation component': { - 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, - 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, - 'nominal radiation [W/m2]': self.nominal_radiation, - 'standard test condition cell temperature [Celsius]': - self.standard_test_condition_cell_temperature, - 'standard test condition maximum power [kW]': - self.standard_test_condition_maximum_power, - 'width': self.width, - 'height': self.height, - } - } + content = {'Photovoltaic Module': { + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'electricity efficiency': self.electricity_efficiency, + 'nominal power output [kW]': self.nominal_electricity_output, + 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, + 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, + 'nominal radiation [W/m2]': self.nominal_radiation, + 'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature, + 'standard test condition maximum power [kW]': self.standard_test_condition_maximum_power, + 'width': self.width, + 'height': self.height, + } + } return content diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 5dc59ddb..b22251f8 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -1,41 +1,47 @@ """ -Energy System catalog equipment +Energy System catalog heat generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from typing import Union +from typing import Union, List from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem +from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves +from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem class System: """ System class """ + def __init__(self, lod, system_id, - name, + system_configuration, demand_types, - heat_generation_system, - electricity_generation_system, + generation_systems, + pv_generation_system, distribution_system, - emission_system): - + emission_system, + energy_storage_systems, + performance_curves): self._lod = lod self._system_id = system_id - self._name = name + self._system_configuration = system_configuration self._demand_types = demand_types - self._heat_generation_system = heat_generation_system - self._electricity_generation_system = electricity_generation_system self._distribution_system = distribution_system self._emission_system = emission_system + self._generation_systems = generation_systems + self._pv_generation_system = pv_generation_system + self._energy_storage_systems = energy_storage_systems + self._performance_curves = performance_curves @property def lod(self): @@ -54,36 +60,37 @@ class System: return self._system_id @property - def name(self): + def system_configuration(self): """ - Get name + Get the system configuration from ['hp_tes', 'hp_boiler_tes', 'pv_hp', 'pv_battery', 'pv', 'pv_hp_tes', + 'pv_hp_battery_tes'] :return: string """ - return self._name + return self._system_configuration @property def demand_types(self): """ - Get demand able to cover from [heating, cooling, domestic_hot_water, electricity] + Get demand able to cover from ['heating', 'cooling', 'domestic_hot_water', 'electricity'] :return: [string] """ return self._demand_types @property - def heat_generation_system(self) -> GenerationSystem: + def generation_systems(self) -> List[GenerationSystem]: """ - Get heat generation system - :return: HeatGenerationSystem + Get generation system + :return: GenerationSystem """ - return self._heat_generation_system + return self._generation_systems @property - def electricity_generation_system(self) -> PvGenerationSystem: + def pv_generation_system(self) -> Union[None, PvGenerationSystem]: """ - Get electricity generation system + Get pv generation system :return: ElectricityGenerationSystem """ - return self._electricity_generation_system + return self._pv_generation_system @property def distribution_system(self) -> Union[None, DistributionSystem]: @@ -94,29 +101,58 @@ class System: return self._distribution_system @property - def emission_system(self) -> Union[None, EmissionSystem]: + def emission_system(self) -> Union[None, EnergyEmissionSystem]: """ Get emission system :return: EmissionSystem """ return self._emission_system + @property + def energy_storage_system(self) -> Union[None, List[EnergyStorageSystem]]: + """ + Get energy storage system + :return: EnergyStorageSystem + """ + return self._energy_storage_systems + + @property + def performance_curves(self) -> Union[None, List[PerformanceCurves]]: + """ + Get the list of all performance curves associated with components + :return: PerformanceCurves + """ + return self._performance_curves + def to_dictionary(self): """Class content to dictionary""" + _generation_systems = [] + for _generation in self.generation_systems: + _generation_systems.append(_generation.to_dictionary()) + _pv_system = None + if self.pv_generation_system is not None: + _pv_system = self.pv_generation_system.to_dictionary() _distribution_system = None if self.distribution_system is not None: _distribution_system = self.distribution_system.to_dictionary() _emission_system = None if self.emission_system is not None: _emission_system = self.emission_system.to_dictionary() + _storage_system = [_storage.to_dictionary() for _storage in + self.energy_storage_system] if self.energy_storage_system is not None else None + _performance_curves = [_curve.to_dictionary() for _curve in + self.performance_curves] if self.performance_curves is not None else None + content = {'Layer': {'id': self.id, - 'name': self.name, + 'name': self.system_configuration, 'level of detail': self.lod, 'demand types': self.demand_types, - 'heat generation system': self.heat_generation_system.to_dictionary(), - 'electricity generation system': self.electricity_generation_system.to_dictionary(), + 'Generation system(s)': _generation_systems, + 'electricity generation system': _pv_system, 'distribution system': _distribution_system, - 'emission system': _emission_system + 'emission system': _emission_system, + 'energy storage system': _storage_system, + 'performance curves': _performance_curves } } return content diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 91c8d4e4..bea78b0d 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -12,7 +12,7 @@ from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem +from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem from hub.catalog_factories.data_models.energy_systems.archetype import Archetype @@ -114,10 +114,10 @@ class MontrealCustomCatalog(Catalog): if 'parasitic_consumption' in equipment: parasitic_consumption = float(equipment['parasitic_consumption']['#text']) / 100 - emission_system = EmissionSystem(equipment_id, - name, - equipment_type, - parasitic_consumption) + emission_system = EnergyEmissionSystem(equipment_id, + name, + equipment_type, + parasitic_consumption) _equipments.append(emission_system) return _equipments @@ -177,32 +177,32 @@ class MontrealCustomCatalog(Catalog): _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'distribution_equipments': [], 'emission_equipments':[]} for archetype in self._content.archetypes: - _names['archetypes'].append(archetype.name) + _names['archetypes'].append(archetype.manufacturer) for system in self._content.systems: - _names['systems'].append(system.name) + _names['systems'].append(system.manufacturer) for equipment in self._content.generation_equipments: - _names['generation_equipments'].append(equipment.name) + _names['generation_equipments'].append(equipment.manufacturer) for equipment in self._content.distribution_equipments: - _names['distribution_equipments'].append(equipment.name) + _names['distribution_equipments'].append(equipment.manufacturer) for equipment in self._content.emission_equipments: - _names['emission_equipments'].append(equipment.name) + _names['emission_equipments'].append(equipment.manufacturer) else: _names = {category: []} if category.lower() == 'archetypes': for archetype in self._content.archetypes: - _names[category].append(archetype.name) + _names[category].append(archetype.manufacturer) elif category.lower() == 'systems': for system in self._content.systems: - _names[category].append(system.name) + _names[category].append(system.manufacturer) elif category.lower() == 'generation_equipments': for system in self._content.generation_equipments: - _names[category].append(system.name) + _names[category].append(system.manufacturer) elif category.lower() == 'distribution_equipments': for system in self._content.distribution_equipments: - _names[category].append(system.name) + _names[category].append(system.manufacturer) elif category.lower() == 'emission_equipments': for system in self._content.emission_equipments: - _names[category].append(system.name) + _names[category].append(system.manufacturer) else: raise ValueError(f'Unknown category [{category}]') return _names @@ -232,18 +232,18 @@ class MontrealCustomCatalog(Catalog): :parm: entry name """ for entry in self._content.archetypes: - if entry.name.lower() == name.lower(): + if entry.manufacturer.lower() == name.lower(): return entry for entry in self._content.systems: - if entry.name.lower() == name.lower(): + if entry.manufacturer.lower() == name.lower(): return entry for entry in self._content.generation_equipments: - if entry.name.lower() == name.lower(): + if entry.manufacturer.lower() == name.lower(): return entry for entry in self._content.distribution_equipments: - if entry.name.lower() == name.lower(): + if entry.manufacturer.lower() == name.lower(): return entry for entry in self._content.emission_equipments: - if entry.name.lower() == name.lower(): + if entry.manufacturer.lower() == name.lower(): return entry raise IndexError(f"{name} doesn't exists in the catalog") From ccdc7a454d00271bb3599343d12a0069efef715c Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 14 Aug 2023 20:26:37 -0400 Subject: [PATCH 016/101] small changes to performance_curves.py and distribution_system.py created the montreal_custom_catalog_new.py uploaded my xml file --- .../energy_systems/distribution_system.py | 1 + ...eter_function.py => performance_curves.py} | 23 +- .../montreal_custom_catalog_new.py | 251 ++++++++++++++++++ .../energy_systems/Tools4CitiesESMF.encomp | 43 +++ 4 files changed, 311 insertions(+), 7 deletions(-) rename hub/catalog_factories/data_models/energy_systems/{parameter_function.py => performance_curves.py} (74%) create mode 100644 hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py create mode 100644 hub/data/energy_systems/Tools4CitiesESMF.encomp diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index defdad4f..1e4aa96f 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -3,6 +3,7 @@ Energy System catalog distribution system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from hub.catalog_factories.data_models.construction.material import Material diff --git a/hub/catalog_factories/data_models/energy_systems/parameter_function.py b/hub/catalog_factories/data_models/energy_systems/performance_curves.py similarity index 74% rename from hub/catalog_factories/data_models/energy_systems/parameter_function.py rename to hub/catalog_factories/data_models/energy_systems/performance_curves.py index 089812b5..44301bec 100644 --- a/hub/catalog_factories/data_models/energy_systems/parameter_function.py +++ b/hub/catalog_factories/data_models/energy_systems/performance_curves.py @@ -10,13 +10,14 @@ from __future__ import annotations from typing import Union -class ParameterFunction: +class PerformanceCurves: """ Parameter function class """ - def __init__(self, type, coefficients): + def __init__(self, type, parameters, coefficients): self._type = type + self._parameters = parameters self._coefficients = coefficients @property @@ -34,6 +35,14 @@ class ParameterFunction: """ return self._type + @property + def parameters(self): + """ + Get the list of parameters involved in fitting process as ['y', 'x', 'z'] + :return: string + """ + return self._parameters + @property def coefficients(self): """ @@ -45,9 +54,9 @@ class ParameterFunction: def to_dictionary(self): """Class content to dictionary""" content = {'Parameter Function': { - 'type': self.type, - 'coefficients': self.coefficients, - } - } + 'type': self.type, + 'parameters': self.parameters, + 'coefficients': self.coefficients, + } + } return content - diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py new file mode 100644 index 00000000..e24dde48 --- /dev/null +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py @@ -0,0 +1,251 @@ +""" +Montreal custom energy systems catalog module +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2022 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from ast import literal_eval +import xmltodict +from hub.catalog_factories.catalog import Catalog +from hub.catalog_factories.data_models.energy_systems.system import System +from hub.catalog_factories.data_models.energy_systems.content import Content +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem +from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem +from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves +from hub.catalog_factories.data_models.energy_systems.archetype import Archetype + + +class MontrealCustomCatalog(Catalog): + """ + Montreal custom energy systems catalog class + """ + def __init__(self, path): + path = str(path / 'montreal_custom_systems.xml') + with open(path, 'r', encoding='utf-8') as xml: + self._archetypes = xmltodict.parse(xml.read(), force_list=('system', 'system_cluster', 'equipment', + 'demand', 'system_id')) + + self._lod = float(self._archetypes['catalog']['@lod']) + + self._catalog_generation_equipments = self._load_generation_equipments() + self._catalog_distribution_equipments = self._load_distribution_equipments() + self._catalog_emission_equipments = self._load_emission_equipments() + self._catalog_systems = self._load_systems() + self._catalog_archetypes = self._load_archetypes() + + # store the full catalog data model in self._content + self._content = Content(self._catalog_archetypes, + self._catalog_systems, + self._catalog_generation_equipments, + self._catalog_distribution_equipments, + self._catalog_emission_equipments) + + def _load_generation_equipments(self): + _equipments = [] + equipments = self._archetypes['catalog']['generation_equipments']['equipment'] + for equipment in equipments: + equipment_id = float(equipment['@id']) + equipment_type = equipment['@type'] + fuel_type = equipment['@fuel_type'] + name = equipment['name'] + heating_efficiency = None + if 'heating_efficiency' in equipment: + heating_efficiency = float(equipment['heating_efficiency']) + cooling_efficiency = None + if 'cooling_efficiency' in equipment: + cooling_efficiency = float(equipment['cooling_efficiency']) + electricity_efficiency = None + if 'electrical_efficiency' in equipment: + electricity_efficiency = float(equipment['electrical_efficiency']) + storage = literal_eval(equipment['storage'].capitalize()) + generation_system = GenerationSystem(equipment_id, + name, + equipment_type, + fuel_type, + None, + heating_efficiency, + cooling_efficiency, + electricity_efficiency, + None, + None, + storage, + None) + + _equipments.append(generation_system) + return _equipments + + def _load_distribution_equipments(self): + _equipments = [] + equipments = self._archetypes['catalog']['distribution_equipments']['equipment'] + for equipment in equipments: + equipment_id = float(equipment['@id']) + equipment_type = equipment['@type'] + name = equipment['name'] + distribution_heat_losses = None + if 'distribution_heat_losses' in equipment: + distribution_heat_losses = float(equipment['distribution_heat_losses']['#text']) / 100 + distribution_consumption_fix_flow = None + if 'distribution_consumption_fix_flow' in equipment: + distribution_consumption_fix_flow = float(equipment['distribution_consumption_fix_flow']['#text']) / 100 + distribution_consumption_variable_flow = None + if 'distribution_consumption_variable_flow' in equipment: + distribution_consumption_variable_flow = float(equipment['distribution_consumption_variable_flow']['#text']) / 100 + + distribution_system = DistributionSystem(equipment_id, + name, + equipment_type, + None, + distribution_consumption_fix_flow, + distribution_consumption_variable_flow, + distribution_heat_losses) + + _equipments.append(distribution_system) + return _equipments + + def _load_emission_equipments(self): + _equipments = [] + equipments = self._archetypes['catalog']['dissipation_equipments']['equipment'] + for equipment in equipments: + equipment_id = float(equipment['@id']) + equipment_type = equipment['@type'] + name = equipment['name'] + parasitic_consumption = None + if 'parasitic_consumption' in equipment: + parasitic_consumption = float(equipment['parasitic_consumption']['#text']) / 100 + + emission_system = EnergyEmissionSystem(equipment_id, + name, + equipment_type, + parasitic_consumption) + + _equipments.append(emission_system) + return _equipments + + def _load_systems(self): + _catalog_systems = [] + systems = self._archetypes['catalog']['systems']['system'] + for system in systems: + system_id = float(system['@id']) + name = system['name'] + demands = system['demands']['demand'] + generation_equipment = system['equipments']['generation_id'] + _generation_equipment = None + for equipment_archetype in self._catalog_generation_equipments: + if int(equipment_archetype.id) == int(generation_equipment): + _generation_equipment = equipment_archetype + distribution_equipment = system['equipments']['distribution_id'] + _distribution_equipment = None + for equipment_archetype in self._catalog_distribution_equipments: + if int(equipment_archetype.id) == int(distribution_equipment): + _distribution_equipment = equipment_archetype + emission_equipment = system['equipments']['dissipation_id'] + _emission_equipment = None + for equipment_archetype in self._catalog_emission_equipments: + if int(equipment_archetype.id) == int(emission_equipment): + _emission_equipment = equipment_archetype + + _catalog_systems.append(System(self._lod, + system_id, + name, + demands, + _generation_equipment, + _distribution_equipment, + _emission_equipment)) + return _catalog_systems + + def _load_archetypes(self): + _catalog_archetypes = [] + system_clusters = self._archetypes['catalog']['system_clusters']['system_cluster'] + for system_cluster in system_clusters: + name = system_cluster['@name'] + systems = system_cluster['systems']['system_id'] + _systems = [] + for system in systems: + for system_archetype in self._catalog_systems: + if int(system_archetype.id) == int(system): + _systems.append(system_archetype) + _catalog_archetypes.append(Archetype(self._lod, name, _systems)) + return _catalog_archetypes + + def names(self, category=None): + """ + Get the catalog elements names + :parm: optional category filter + """ + if category is None: + _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'distribution_equipments': [], + 'emission_equipments':[]} + for archetype in self._content.archetypes: + _names['archetypes'].append(archetype.manufacturer) + for system in self._content.systems: + _names['systems'].append(system.manufacturer) + for equipment in self._content.generation_equipments: + _names['generation_equipments'].append(equipment.manufacturer) + for equipment in self._content.distribution_equipments: + _names['distribution_equipments'].append(equipment.manufacturer) + for equipment in self._content.emission_equipments: + _names['emission_equipments'].append(equipment.manufacturer) + else: + _names = {category: []} + if category.lower() == 'archetypes': + for archetype in self._content.archetypes: + _names[category].append(archetype.manufacturer) + elif category.lower() == 'systems': + for system in self._content.systems: + _names[category].append(system.manufacturer) + elif category.lower() == 'generation_equipments': + for system in self._content.generation_equipments: + _names[category].append(system.manufacturer) + elif category.lower() == 'distribution_equipments': + for system in self._content.distribution_equipments: + _names[category].append(system.manufacturer) + elif category.lower() == 'emission_equipments': + for system in self._content.emission_equipments: + _names[category].append(system.manufacturer) + else: + raise ValueError(f'Unknown category [{category}]') + return _names + + def entries(self, category=None): + """ + Get the catalog elements + :parm: optional category filter + """ + if category is None: + return self._content + if category.lower() == 'archetypes': + return self._content.archetypes + if category.lower() == 'systems': + return self._content.systems + if category.lower() == 'generation_equipments': + return self._content.generation_equipments + if category.lower() == 'distribution_equipments': + return self._content.distribution_equipments + if category.lower() == 'emission_equipments': + return self._content.emission_equipments + raise ValueError(f'Unknown category [{category}]') + + def get_entry(self, name): + """ + Get one catalog element by names + :parm: entry name + """ + for entry in self._content.archetypes: + if entry.manufacturer.lower() == name.lower(): + return entry + for entry in self._content.systems: + if entry.manufacturer.lower() == name.lower(): + return entry + for entry in self._content.generation_equipments: + if entry.manufacturer.lower() == name.lower(): + return entry + for entry in self._content.distribution_equipments: + if entry.manufacturer.lower() == name.lower(): + return entry + for entry in self._content.emission_equipments: + if entry.manufacturer.lower() == name.lower(): + return entry + raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/data/energy_systems/Tools4CitiesESMF.encomp b/hub/data/energy_systems/Tools4CitiesESMF.encomp new file mode 100644 index 00000000..26344db0 --- /dev/null +++ b/hub/data/energy_systems/Tools4CitiesESMF.encomp @@ -0,0 +1,43 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From 21ca1e1e28f35d6bfd8823c8c2a8e5dc6d794efd Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 15 Aug 2023 14:49:17 -0400 Subject: [PATCH 017/101] modified energy_storage_system.py and energy_system_catalog.py generation_system.py The xml data is modified --- .../energy_systems/energy_storage_system.py | 10 +-- .../energy_systems/generation_system.py | 87 +++++++++++++++---- ...atalog_new.py => energy_system_catalog.py} | 4 +- .../energy_systems/Tools4CitiesESMF.encomp | 46 +++++----- 4 files changed, 101 insertions(+), 46 deletions(-) rename hub/catalog_factories/energy_systems/{montreal_custom_catalog_new.py => energy_system_catalog.py} (99%) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 9be2d17d..52812ca1 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -18,7 +18,7 @@ class EnergyStorageSystem: """ def __init__(self, model_name, manufacturer, storage_type, volume, rated_output_power, - nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, diameter, layers, + nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, height, layers, maximum_operating_temperature): self._model_name = model_name self._manufacturer = manufacturer @@ -29,7 +29,7 @@ class EnergyStorageSystem: self._battery_voltage = battery_voltage self._depth_of_discharge = depth_of_discharge self._self_discharge_rate = self_discharge_rate - self._diameter = diameter + self._height = height self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature @@ -106,12 +106,12 @@ class EnergyStorageSystem: return self._self_discharge_rate @property - def diameter(self): + def height(self): """ Get the diameter of the storage system in meters :return: float """ - return self._diameter + return self._height @property def layers(self) -> [Layer]: @@ -143,7 +143,7 @@ class EnergyStorageSystem: 'battery voltage [V]': self.battery_voltage, 'depth of discharge': self.depth_of_discharge, 'self discharge rate': self.self_discharge_rate, - 'diameter [m]': self.diameter, + 'height [m]': self.height, 'layers': _layers, 'maximum operating temperature [Celsius]': self.maximum_operating_temperature } diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index f0ce35ab..11560500 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -16,8 +16,10 @@ class GenerationSystem: """ def __init__(self, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, modulation_range, - source_types, heat_efficiency, cooling_efficiency, electricity_efficiency, source_temperature, - source_mass_flow, nominal_electricity_output): + source_types, supply_medium, heat_efficiency, cooling_efficiency, electricity_efficiency, + source_temperature, source_mass_flow, nominal_electricity_output, maximum_heating_supply_temperature, + minimum_heating_supply_temperature, maximum_cooling_supply_temperature, + minimum_cooling_supply_temperature): self._model_name = model_name self._manufacturer = manufacturer self._system_type = system_type @@ -25,12 +27,17 @@ class GenerationSystem: self._nominal_thermal_output = nominal_thermal_output self._modulation_range = modulation_range self._source_types = source_types + self._supply_medium = supply_medium self._heat_efficiency = heat_efficiency self._cooling_efficiency = cooling_efficiency self._electricity_efficiency = electricity_efficiency self._source_temperature = source_temperature self._source_mass_flow = source_mass_flow self._nominal_electricity_output = nominal_electricity_output + self._maximum_heating_supply_temperature = maximum_heating_supply_temperature + self._minimum_heating_supply_temperature = minimum_heating_supply_temperature + self._maximum_cooling_supply_temperature = maximum_cooling_supply_temperature + self._minimum_cooling_supply_temperature = minimum_cooling_supply_temperature @property def model_name(self): @@ -88,6 +95,14 @@ class GenerationSystem: """ return self._source_types + @property + def supply_medium(self): + """ + Get the supply medium from ['air', 'water'] + :return: string + """ + return self._supply_medium + @property def heat_efficiency(self): """ @@ -136,21 +151,59 @@ class GenerationSystem: """ return self._nominal_electricity_output + @property + def maximum_heating_supply_temperature(self): + """ + Get the maximum heating supply temperature in degree Celsius + :return: float + """ + return self._minimum_heating_supply_temperature + + @property + def minimum_heating_supply_temperature(self): + """ + Get the minimum heating supply temperature in degree Celsius + :return: float + """ + return self._minimum_heating_supply_temperature + + @property + def maximum_cooling_supply_temperature(self): + """ + Get the maximum cooling supply temperature in degree Celsius + :return: float + """ + return self._maximum_cooling_supply_temperature + + @property + def minimum_cooling_supply_temperature(self): + """ + Get the minimum cooling supply temperature in degree Celsius + :return: float + """ + return self._minimum_cooling_supply_temperature + def to_dictionary(self): """Class content to dictionary""" - content = {'Energy Generation component': {'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'type': self.system_type, - 'fuel type': self.fuel_type, - 'nominal thermal output': self.nominal_thermal_output, - 'modulation_range': self.modulation_range, - 'source types': self.source_types, - 'source temperature [Celsius]': self.source_temperature, - 'source mass flow [kg/s]': self.source_mass_flow, - 'heat efficiency': self.heat_efficiency, - 'cooling efficiency': self.cooling_efficiency, - 'electricity efficiency': self.electricity_efficiency, - 'nominal power output [kW]': self.nominal_electricity_output, - } - } + content = {'Energy Generation component': { + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'nominal thermal output': self.nominal_thermal_output, + 'modulation_range': self.modulation_range, + 'source types': self.source_types, + 'supply medium': self.supply_medium, + 'source temperature [Celsius]': self.source_temperature, + 'source mass flow [kg/s]': self.source_mass_flow, + 'heat efficiency': self.heat_efficiency, + 'cooling efficiency': self.cooling_efficiency, + 'electricity efficiency': self.electricity_efficiency, + 'nominal power output [kW]': self.nominal_electricity_output, + 'maximum heating supply temperature [Celsius]': self.maximum_heating_supply_temperature, + 'minimum heating supply temperature [Celsius]': self.minimum_heating_supply_temperature, + 'maximum cooling supply temperature [Celsius]': self.maximum_cooling_supply_temperature, + 'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature + } + } return content diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py b/hub/catalog_factories/energy_systems/energy_system_catalog.py similarity index 99% rename from hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py rename to hub/catalog_factories/energy_systems/energy_system_catalog.py index e24dde48..564b5d40 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog_new.py +++ b/hub/catalog_factories/energy_systems/energy_system_catalog.py @@ -1,5 +1,5 @@ """ -Montreal custom energy systems catalog module +Energy system catalog SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2022 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca @@ -18,7 +18,7 @@ from hub.catalog_factories.data_models.energy_systems.performance_curves import from hub.catalog_factories.data_models.energy_systems.archetype import Archetype -class MontrealCustomCatalog(Catalog): +class EnergySystem(Catalog): """ Montreal custom energy systems catalog class """ diff --git a/hub/data/energy_systems/Tools4CitiesESMF.encomp b/hub/data/energy_systems/Tools4CitiesESMF.encomp index 26344db0..06c9e622 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.encomp +++ b/hub/data/energy_systems/Tools4CitiesESMF.encomp @@ -2,42 +2,44 @@ - - - - - - - - - - - - - + + + + + + + + + + + + + - + - + - - - - - + + + + + + + - + - + From 16618fb54a86ed0973384f8cd8fcec4f31f1608a Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 15 Aug 2023 16:27:05 -0400 Subject: [PATCH 018/101] started north america energy system catalog importer. NOT WORKING --- .../data_models/energy_systems/content.py | 10 +- .../energy_systems/energy_system_catalog.py | 251 ------------------ .../north_america_energy_system_catalog.py | 109 ++++++++ .../energy_systems_catalog_factory.py | 8 + ...CitiesESMF.encomp => Tools4CitiesESMF.xml} | 12 +- tests/test_systems_catalog.py | 2 + 6 files changed, 134 insertions(+), 258 deletions(-) delete mode 100644 hub/catalog_factories/energy_systems/energy_system_catalog.py create mode 100644 hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py rename hub/data/energy_systems/{Tools4CitiesESMF.encomp => Tools4CitiesESMF.xml} (88%) diff --git a/hub/catalog_factories/data_models/energy_systems/content.py b/hub/catalog_factories/data_models/energy_systems/content.py index 8042a73d..d3fd9068 100644 --- a/hub/catalog_factories/data_models/energy_systems/content.py +++ b/hub/catalog_factories/data_models/energy_systems/content.py @@ -10,12 +10,13 @@ class Content: """ Content class """ - def __init__(self, archetypes, systems, generations, distributions, emissions): + def __init__(self, archetypes, systems, generations, distributions, emissions, storages): self._archetypes = archetypes self._systems = systems self._generations = generations self._distributions = distributions self._emissions = emissions + self._storages = storages @property def archetypes(self): @@ -52,6 +53,13 @@ class Content: """ return self._emissions + @property + def storage_equipments(self): + """ + All storage equipments in the catalog + """ + return self._storages + def to_dictionary(self): """Class content to dictionary""" _archetypes = [] diff --git a/hub/catalog_factories/energy_systems/energy_system_catalog.py b/hub/catalog_factories/energy_systems/energy_system_catalog.py deleted file mode 100644 index 564b5d40..00000000 --- a/hub/catalog_factories/energy_systems/energy_system_catalog.py +++ /dev/null @@ -1,251 +0,0 @@ -""" -Energy system catalog -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2022 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from ast import literal_eval -import xmltodict -from hub.catalog_factories.catalog import Catalog -from hub.catalog_factories.data_models.energy_systems.system import System -from hub.catalog_factories.data_models.energy_systems.content import Content -from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem -from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem -from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves -from hub.catalog_factories.data_models.energy_systems.archetype import Archetype - - -class EnergySystem(Catalog): - """ - Montreal custom energy systems catalog class - """ - def __init__(self, path): - path = str(path / 'montreal_custom_systems.xml') - with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read(), force_list=('system', 'system_cluster', 'equipment', - 'demand', 'system_id')) - - self._lod = float(self._archetypes['catalog']['@lod']) - - self._catalog_generation_equipments = self._load_generation_equipments() - self._catalog_distribution_equipments = self._load_distribution_equipments() - self._catalog_emission_equipments = self._load_emission_equipments() - self._catalog_systems = self._load_systems() - self._catalog_archetypes = self._load_archetypes() - - # store the full catalog data model in self._content - self._content = Content(self._catalog_archetypes, - self._catalog_systems, - self._catalog_generation_equipments, - self._catalog_distribution_equipments, - self._catalog_emission_equipments) - - def _load_generation_equipments(self): - _equipments = [] - equipments = self._archetypes['catalog']['generation_equipments']['equipment'] - for equipment in equipments: - equipment_id = float(equipment['@id']) - equipment_type = equipment['@type'] - fuel_type = equipment['@fuel_type'] - name = equipment['name'] - heating_efficiency = None - if 'heating_efficiency' in equipment: - heating_efficiency = float(equipment['heating_efficiency']) - cooling_efficiency = None - if 'cooling_efficiency' in equipment: - cooling_efficiency = float(equipment['cooling_efficiency']) - electricity_efficiency = None - if 'electrical_efficiency' in equipment: - electricity_efficiency = float(equipment['electrical_efficiency']) - storage = literal_eval(equipment['storage'].capitalize()) - generation_system = GenerationSystem(equipment_id, - name, - equipment_type, - fuel_type, - None, - heating_efficiency, - cooling_efficiency, - electricity_efficiency, - None, - None, - storage, - None) - - _equipments.append(generation_system) - return _equipments - - def _load_distribution_equipments(self): - _equipments = [] - equipments = self._archetypes['catalog']['distribution_equipments']['equipment'] - for equipment in equipments: - equipment_id = float(equipment['@id']) - equipment_type = equipment['@type'] - name = equipment['name'] - distribution_heat_losses = None - if 'distribution_heat_losses' in equipment: - distribution_heat_losses = float(equipment['distribution_heat_losses']['#text']) / 100 - distribution_consumption_fix_flow = None - if 'distribution_consumption_fix_flow' in equipment: - distribution_consumption_fix_flow = float(equipment['distribution_consumption_fix_flow']['#text']) / 100 - distribution_consumption_variable_flow = None - if 'distribution_consumption_variable_flow' in equipment: - distribution_consumption_variable_flow = float(equipment['distribution_consumption_variable_flow']['#text']) / 100 - - distribution_system = DistributionSystem(equipment_id, - name, - equipment_type, - None, - distribution_consumption_fix_flow, - distribution_consumption_variable_flow, - distribution_heat_losses) - - _equipments.append(distribution_system) - return _equipments - - def _load_emission_equipments(self): - _equipments = [] - equipments = self._archetypes['catalog']['dissipation_equipments']['equipment'] - for equipment in equipments: - equipment_id = float(equipment['@id']) - equipment_type = equipment['@type'] - name = equipment['name'] - parasitic_consumption = None - if 'parasitic_consumption' in equipment: - parasitic_consumption = float(equipment['parasitic_consumption']['#text']) / 100 - - emission_system = EnergyEmissionSystem(equipment_id, - name, - equipment_type, - parasitic_consumption) - - _equipments.append(emission_system) - return _equipments - - def _load_systems(self): - _catalog_systems = [] - systems = self._archetypes['catalog']['systems']['system'] - for system in systems: - system_id = float(system['@id']) - name = system['name'] - demands = system['demands']['demand'] - generation_equipment = system['equipments']['generation_id'] - _generation_equipment = None - for equipment_archetype in self._catalog_generation_equipments: - if int(equipment_archetype.id) == int(generation_equipment): - _generation_equipment = equipment_archetype - distribution_equipment = system['equipments']['distribution_id'] - _distribution_equipment = None - for equipment_archetype in self._catalog_distribution_equipments: - if int(equipment_archetype.id) == int(distribution_equipment): - _distribution_equipment = equipment_archetype - emission_equipment = system['equipments']['dissipation_id'] - _emission_equipment = None - for equipment_archetype in self._catalog_emission_equipments: - if int(equipment_archetype.id) == int(emission_equipment): - _emission_equipment = equipment_archetype - - _catalog_systems.append(System(self._lod, - system_id, - name, - demands, - _generation_equipment, - _distribution_equipment, - _emission_equipment)) - return _catalog_systems - - def _load_archetypes(self): - _catalog_archetypes = [] - system_clusters = self._archetypes['catalog']['system_clusters']['system_cluster'] - for system_cluster in system_clusters: - name = system_cluster['@name'] - systems = system_cluster['systems']['system_id'] - _systems = [] - for system in systems: - for system_archetype in self._catalog_systems: - if int(system_archetype.id) == int(system): - _systems.append(system_archetype) - _catalog_archetypes.append(Archetype(self._lod, name, _systems)) - return _catalog_archetypes - - def names(self, category=None): - """ - Get the catalog elements names - :parm: optional category filter - """ - if category is None: - _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'distribution_equipments': [], - 'emission_equipments':[]} - for archetype in self._content.archetypes: - _names['archetypes'].append(archetype.manufacturer) - for system in self._content.systems: - _names['systems'].append(system.manufacturer) - for equipment in self._content.generation_equipments: - _names['generation_equipments'].append(equipment.manufacturer) - for equipment in self._content.distribution_equipments: - _names['distribution_equipments'].append(equipment.manufacturer) - for equipment in self._content.emission_equipments: - _names['emission_equipments'].append(equipment.manufacturer) - else: - _names = {category: []} - if category.lower() == 'archetypes': - for archetype in self._content.archetypes: - _names[category].append(archetype.manufacturer) - elif category.lower() == 'systems': - for system in self._content.systems: - _names[category].append(system.manufacturer) - elif category.lower() == 'generation_equipments': - for system in self._content.generation_equipments: - _names[category].append(system.manufacturer) - elif category.lower() == 'distribution_equipments': - for system in self._content.distribution_equipments: - _names[category].append(system.manufacturer) - elif category.lower() == 'emission_equipments': - for system in self._content.emission_equipments: - _names[category].append(system.manufacturer) - else: - raise ValueError(f'Unknown category [{category}]') - return _names - - def entries(self, category=None): - """ - Get the catalog elements - :parm: optional category filter - """ - if category is None: - return self._content - if category.lower() == 'archetypes': - return self._content.archetypes - if category.lower() == 'systems': - return self._content.systems - if category.lower() == 'generation_equipments': - return self._content.generation_equipments - if category.lower() == 'distribution_equipments': - return self._content.distribution_equipments - if category.lower() == 'emission_equipments': - return self._content.emission_equipments - raise ValueError(f'Unknown category [{category}]') - - def get_entry(self, name): - """ - Get one catalog element by names - :parm: entry name - """ - for entry in self._content.archetypes: - if entry.manufacturer.lower() == name.lower(): - return entry - for entry in self._content.systems: - if entry.manufacturer.lower() == name.lower(): - return entry - for entry in self._content.generation_equipments: - if entry.manufacturer.lower() == name.lower(): - return entry - for entry in self._content.distribution_equipments: - if entry.manufacturer.lower() == name.lower(): - return entry - for entry in self._content.emission_equipments: - if entry.manufacturer.lower() == name.lower(): - return entry - raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py new file mode 100644 index 00000000..86d8f215 --- /dev/null +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -0,0 +1,109 @@ +""" +North america energy system catalog +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2022 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from ast import literal_eval +import xmltodict +from hub.catalog_factories.catalog import Catalog +from hub.catalog_factories.data_models.energy_systems.system import System +from hub.catalog_factories.data_models.energy_systems.content import Content +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem +from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem +from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves +from hub.catalog_factories.data_models.energy_systems.archetype import Archetype +from hub.catalog_factories.data_models.construction.material import Material +from hub.catalog_factories.data_models.construction.layer import Layer + + +class NorthAmericaEnergySystemCatalog(Catalog): + """ + North america energy system catalog class + """ + def __init__(self, path): + path = str(path / 'Tools4CitiesESMF.xml') + with open(path, 'r', encoding='utf-8') as xml: + self._archetypes = xmltodict.parse(xml.read()) +# self._systems = self._load_systems() +# self._generation_components = self._load_generation_components() + self._storage_components = self._load_storage_components() + print(self._storage_components) +# self._system_archetypes = self._load_system_archetypes() + + # store the full catalog data model in self._content +# self._content = Content(self._system_archetypes, +# self._systems, +# self._generation_components, +# None, +# None, +# self._storage_components) + + def _load_storage_components(self): + storage_components = [] + components = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['thermalStorages'] + for component in components: + model_name = component['@modelName'] + manufacturer = component['@manufacturer'] + volume = component['@volume'] + height = component['@height'] + maximum_operating_temperature = component['@maxTemp'] + materials = self._load_materials() + material_name = component['@insulationMaterial'] + insulation_material = self._search_material(materials, material_name) + material_name = component['@tankMaterial'] + tank_material = self._search_material(materials, material_name) + thickness = float(component['@insulationThickness']) / 100 # from cm to m + insulation_layer = Layer(None, 'insulation', insulation_material, thickness) + thickness = float(component['@tankThickness']) / 100 # from cm to m + tank_layer = Layer(None, 'insulation', tank_material, thickness) + # the convention is from outside to inside + layers = [insulation_layer, tank_layer] + storage_component = EnergyStorageSystem(model_name, + manufacturer, + 'thermal', + volume, + None, + None, + None, + None, + None, + height, + layers, + maximum_operating_temperature) + storage_components.append(storage_component) + return storage_components + + def _load_materials(self): + materials = [] + _materials = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['materials'] + for _material in _materials: + name = _material['@name'] + thermal_conductivity = _material['@thermalConductivity'] + material = Material(None, + name, + None, + None, + None, + False, + None, + thermal_conductivity, + None, + None) + materials.append(material) + return materials + + @staticmethod + def _search_material(materials, material_name): + _material = None + for material in materials: + if material.name == material_name: + _material = material + return _material + + if _material is None: + raise ValueError(f'Material not found in catalog [{material_name}]') diff --git a/hub/catalog_factories/energy_systems_catalog_factory.py b/hub/catalog_factories/energy_systems_catalog_factory.py index 4b59eeda..6e102bc3 100644 --- a/hub/catalog_factories/energy_systems_catalog_factory.py +++ b/hub/catalog_factories/energy_systems_catalog_factory.py @@ -9,6 +9,7 @@ from pathlib import Path from typing import TypeVar from hub.catalog_factories.energy_systems.montreal_custom_catalog import MontrealCustomCatalog +from hub.catalog_factories.energy_systems.north_america_energy_system_catalog import NorthAmericaEnergySystemCatalog from hub.helpers.utils import validate_import_export_type Catalog = TypeVar('Catalog') @@ -32,6 +33,13 @@ class EnergySystemsCatalogFactory: """ return MontrealCustomCatalog(self._path) + @property + def _north_america(self): + """ + Retrieve North American catalog + """ + return NorthAmericaEnergySystemCatalog(self._path) + @property def catalog(self) -> Catalog: """ diff --git a/hub/data/energy_systems/Tools4CitiesESMF.encomp b/hub/data/energy_systems/Tools4CitiesESMF.xml similarity index 88% rename from hub/data/energy_systems/Tools4CitiesESMF.encomp rename to hub/data/energy_systems/Tools4CitiesESMF.xml index 06c9e622..6ee58c84 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.encomp +++ b/hub/data/energy_systems/Tools4CitiesESMF.xml @@ -23,11 +23,11 @@ - - - - - + + + + + @@ -37,7 +37,7 @@ - + diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index f17038cb..48446d50 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -35,3 +35,5 @@ class TestSystemsCatalog(TestCase): with self.assertRaises(IndexError): catalog.get_entry('unknown') + def test_north_america_systems_catalog(self): + catalog = EnergySystemsCatalogFactory('north_america').catalog From e91e61741edf834d363931e5933daf1ce0048962 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 16 Aug 2023 15:58:49 -0400 Subject: [PATCH 019/101] add generation and config --- .../energy_systems/pv_generation_system.py | 15 ++- .../north_america_energy_system_catalog.py | 127 ++++++++++++++++-- hub/data/energy_systems/Tools4CitiesESMF.xml | 24 ++-- 3 files changed, 142 insertions(+), 24 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index a258b4b9..47a2507f 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -17,8 +17,9 @@ class PvGenerationSystem(GenerationSystem): """ def __init__(self, nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, - standard_test_condition_cell_temperature, standard_test_condition_maximum_power, width, height, - model_name, manufacturer, electricity_efficiency, nominal_electricity_output): + standard_test_condition_cell_temperature, standard_test_condition_maximum_power, + cell_temperature_coefficient, width, height, model_name, manufacturer, electricity_efficiency, + nominal_electricity_output): super(GenerationSystem, self).__init__(model_name=model_name, manufacturer=manufacturer, system_type='pv', fuel_type='renewable', nominal_thermal_output=None, modulation_range=None, source_types=None, heat_efficiency=None, cooling_efficiency=None, @@ -29,6 +30,7 @@ class PvGenerationSystem(GenerationSystem): self._nominal_radiation = nominal_radiation self._standard_test_condition_cell_temperature = standard_test_condition_cell_temperature self._standard_test_condition_maximum_power = standard_test_condition_maximum_power + self._cell_temperature_coefficient = cell_temperature_coefficient self._width = width self._height = height @@ -72,6 +74,14 @@ class PvGenerationSystem(GenerationSystem): """ return self._standard_test_condition_maximum_power + @property + def cell_temperature_coefficient(self): + """ + Get cell temperature coefficient of PV module + :return: float + """ + return self._cell_temperature_coefficient + @property def width(self): """ @@ -102,6 +112,7 @@ class PvGenerationSystem(GenerationSystem): 'nominal radiation [W/m2]': self.nominal_radiation, 'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature, 'standard test condition maximum power [kW]': self.standard_test_condition_maximum_power, + 'cell temperature coefficient':self.cell_temperature_coefficient, 'width': self.width, 'height': self.height, } diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 86d8f215..b703945e 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -12,6 +12,7 @@ from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem @@ -25,23 +26,129 @@ class NorthAmericaEnergySystemCatalog(Catalog): """ North america energy system catalog class """ + def __init__(self, path): path = str(path / 'Tools4CitiesESMF.xml') with open(path, 'r', encoding='utf-8') as xml: self._archetypes = xmltodict.parse(xml.read()) -# self._systems = self._load_systems() -# self._generation_components = self._load_generation_components() + self._systems = self._load_systems() + print(self._load_systems()) + self._generation_components = self._load_generation_components() + print(self._generation_components) self._storage_components = self._load_storage_components() print(self._storage_components) -# self._system_archetypes = self._load_system_archetypes() - # store the full catalog data model in self._content -# self._content = Content(self._system_archetypes, -# self._systems, -# self._generation_components, -# None, -# None, -# self._storage_components) + # self._system_archetypes = self._load_system_archetypes() + + # store the full catalog data model in self._content + # self._content = Content(self._system_archetypes, + # self._systems, + # self._generation_components, + # None, + # None, + # self._storage_components) + def _load_systems(self): + system_configurations = [] + configurations = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] + for configuration in configurations: + system_configurations.append(configuration['@configurationName']) + return system_configurations + + def _load_generation_components(self): + generation_components = [] + boilers = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['boilers'] + heat_pumps = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['heatPumps'] + photovoltaics = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['photovoltaicModules'] + print(photovoltaics.keys()) + for boiler in boilers: + boiler_model_name = boiler['@modelName'] + boiler_manufacturer = boiler['@manufacturer'] + system_type = 'boiler' + boiler_fuel_type = boiler['@fuel'] + boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) + boiler_modulation_range = float(boiler['@modulationRange']) + boiler_heat_efficiency = float(boiler['@nominalEfficiency']) + + boiler_component = GenerationSystem(boiler_model_name, + boiler_manufacturer, + system_type, + boiler_fuel_type, + boiler_nominal_thermal_output, + boiler_modulation_range, + None, + None, + boiler_heat_efficiency, + None, + None, + None, + None, + None, + None, + None, + None, + None) + generation_components.append(boiler_component) + for heat_pump in heat_pumps: + heat_pump_model_name = heat_pump['@modelName'] + heat_pump_manufacturer = heat_pump['@manufacturer'] + system_type = 'heat pump' + heat_pump_fuel_type = heat_pump['@fuel'] + heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) + heat_pump_modulation_range = float(heat_pump['@modulationRange']) + heat_pump_source_type = heat_pump['@heatSource'] + heat_pump_supply_medium = heat_pump['@supply_medium'] + heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) + heat_pump_maximum_heating_temperature = float(heat_pump['@maxHeatingSupTemperature']) + heat_pump_minimum_heating_temperature = float(heat_pump['@minHeatingSupTemperature']) + heat_pump_maximum_cooling_temperature = float(heat_pump['@maxCoolingSupTemperature']) + heat_pump_minimum_cooling_temperature = float(heat_pump['@minCoolingSupTemperature']) + + heat_pump_component = GenerationSystem(heat_pump_model_name, + heat_pump_manufacturer, + system_type, + heat_pump_fuel_type, + heat_pump_nominal_thermal_output, + heat_pump_modulation_range, + heat_pump_source_type, + heat_pump_supply_medium, + heat_pump_nominal_cop, + None, + None, + None, + None, + None, + heat_pump_maximum_heating_temperature, + heat_pump_minimum_heating_temperature, + heat_pump_maximum_cooling_temperature, + heat_pump_minimum_cooling_temperature) + generation_components.append(heat_pump_component) + for pv in photovoltaics: + nominal_ambient_temperature = float(pv['@nominalAmbientTemperature']) + nominal_cell_temperature = float(pv['@nominalCellTemperature']) + nominal_radiation = float(pv['@nominalRadiation']) + standard_test_condition_cell_temperature = float(pv['@STCCellTemperature']) + standard_test_condition_maximum_power = float(pv['@STCMaxPower']) + cell_temperature_coefficient = float(pv['@CellTemperatureCoefficient']) + width = float(pv['@width']) + height = float(pv['@height']) + pv_model_name = pv['@modelName'] + pv_manufacturer = pv['@manufacturer'] + pv_electricity_efficiency = pv['@nominalEfficiency'] + pv_nominal_electricity_output = pv['@nominalPower'] + pv_component = PvGenerationSystem(nominal_ambient_temperature, + nominal_cell_temperature, + nominal_radiation, + standard_test_condition_cell_temperature, + standard_test_condition_maximum_power, + cell_temperature_coefficient, + width, + height, + pv_model_name, + pv_manufacturer, + pv_electricity_efficiency, + pv_nominal_electricity_output) + generation_components.append(pv_component) + return generation_components def _load_storage_components(self): storage_components = [] diff --git a/hub/data/energy_systems/Tools4CitiesESMF.xml b/hub/data/energy_systems/Tools4CitiesESMF.xml index 6ee58c84..d1a18651 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.xml +++ b/hub/data/energy_systems/Tools4CitiesESMF.xml @@ -2,18 +2,18 @@ - - - - - - - - - - - - + + + + + + + + + + + + From 32a40f17a6552c65a923fd436d0ae7504b889993 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Wed, 16 Aug 2023 16:28:20 -0400 Subject: [PATCH 020/101] fixing pv problem --- .../north_america_energy_system_catalog.py | 29 ++++++++++++------- hub/data/energy_systems/Tools4CitiesESMF.xml | 10 ++++++- hub/imports/geometry_factory.py | 4 +-- 3 files changed, 29 insertions(+), 14 deletions(-) diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index b703945e..150df075 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -20,6 +20,7 @@ from hub.catalog_factories.data_models.energy_systems.performance_curves import from hub.catalog_factories.data_models.energy_systems.archetype import Archetype from hub.catalog_factories.data_models.construction.material import Material from hub.catalog_factories.data_models.construction.layer import Layer +import hub.helpers.constants as cte class NorthAmericaEnergySystemCatalog(Catalog): @@ -30,13 +31,13 @@ class NorthAmericaEnergySystemCatalog(Catalog): def __init__(self, path): path = str(path / 'Tools4CitiesESMF.xml') with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read()) - self._systems = self._load_systems() - print(self._load_systems()) + self._archetypes = xmltodict.parse(xml.read(), force_list=['boilers', 'photovoltaicModules']) self._generation_components = self._load_generation_components() print(self._generation_components) self._storage_components = self._load_storage_components() print(self._storage_components) + self._systems = self._load_systems() + print(self._load_systems()) # self._system_archetypes = self._load_system_archetypes() @@ -47,19 +48,27 @@ class NorthAmericaEnergySystemCatalog(Catalog): # None, # None, # self._storage_components) - def _load_systems(self): - system_configurations = [] - configurations = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] - for configuration in configurations: - system_configurations.append(configuration['@configurationName']) - return system_configurations +# def _load_systems(self): +# systems = [] +# catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] +# for catalog_system in catalog_systems: + # look for the demands and add it to demands[] + # look for the components in self._generation_systems and add them to generation_systems[] + # same with emission and distribution and storage +# System(None, +# None, +# catalog_system['@configurationName'], +# demands, +# generation_systems,... +# ) + +# return system_configurations def _load_generation_components(self): generation_components = [] boilers = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['boilers'] heat_pumps = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['heatPumps'] photovoltaics = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['photovoltaicModules'] - print(photovoltaics.keys()) for boiler in boilers: boiler_model_name = boiler['@modelName'] boiler_manufacturer = boiler['@manufacturer'] diff --git a/hub/data/energy_systems/Tools4CitiesESMF.xml b/hub/data/energy_systems/Tools4CitiesESMF.xml index d1a18651..0f79b6e2 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.xml +++ b/hub/data/energy_systems/Tools4CitiesESMF.xml @@ -39,7 +39,15 @@ - + + + + + + + + + diff --git a/hub/imports/geometry_factory.py b/hub/imports/geometry_factory.py index 3e6ca0b3..7adf8197 100644 --- a/hub/imports/geometry_factory.py +++ b/hub/imports/geometry_factory.py @@ -17,8 +17,7 @@ class GeometryFactory: GeometryFactory class """ def __init__(self, file_type, - path=None, - data_frame=None, + path, aliases_field=None, height_field=None, year_of_construction_field=None, @@ -27,7 +26,6 @@ class GeometryFactory: self._file_type = '_' + file_type.lower() validate_import_export_type(GeometryFactory, file_type) self._path = path - self._data_frame = data_frame self._aliases_field = aliases_field self._height_field = height_field self._year_of_construction_field = year_of_construction_field From 923b1fe2671b280cd7beae5f0115ffd0f3135bab Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 16 Aug 2023 19:33:18 -0400 Subject: [PATCH 021/101] generation components are all added to north_america_energy_system_catalog.py pv_generation_system.py is modified Tools4CitiesESMF.xml is modified --- .../energy_systems/pv_generation_system.py | 17 ++++++---- .../north_america_energy_system_catalog.py | 2 +- hub/data/energy_systems/Tools4CitiesESMF.xml | 32 +++++++++++-------- 3 files changed, 31 insertions(+), 20 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 47a2507f..650694d2 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -20,11 +20,16 @@ class PvGenerationSystem(GenerationSystem): standard_test_condition_cell_temperature, standard_test_condition_maximum_power, cell_temperature_coefficient, width, height, model_name, manufacturer, electricity_efficiency, nominal_electricity_output): - super(GenerationSystem, self).__init__(model_name=model_name, manufacturer=manufacturer, system_type='pv', - fuel_type='renewable', nominal_thermal_output=None, modulation_range=None, - source_types=None, heat_efficiency=None, cooling_efficiency=None, - electricity_efficiency=electricity_efficiency, source_temperature=None, - source_mass_flow=None, nominal_electricity_output=nominal_electricity_output) + super(PvGenerationSystem, self).__init__(model_name=model_name, manufacturer=manufacturer, system_type='pv', + fuel_type='renewable', nominal_thermal_output=None, modulation_range=None, + source_types=None,supply_medium=None, heat_efficiency=None, + cooling_efficiency=None, electricity_efficiency=electricity_efficiency, + source_temperature=None, source_mass_flow=None, + nominal_electricity_output=nominal_electricity_output, + maximum_heating_supply_temperature=None, + minimum_heating_supply_temperature=None, + maximum_cooling_supply_temperature=None, + minimum_cooling_supply_temperature=None) self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation @@ -112,7 +117,7 @@ class PvGenerationSystem(GenerationSystem): 'nominal radiation [W/m2]': self.nominal_radiation, 'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature, 'standard test condition maximum power [kW]': self.standard_test_condition_maximum_power, - 'cell temperature coefficient':self.cell_temperature_coefficient, + 'cell temperature coefficient': self.cell_temperature_coefficient, 'width': self.width, 'height': self.height, } diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 150df075..f6b37cff 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -31,7 +31,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): def __init__(self, path): path = str(path / 'Tools4CitiesESMF.xml') with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read(), force_list=['boilers', 'photovoltaicModules']) + self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules']) self._generation_components = self._load_generation_components() print(self._generation_components) self._storage_components = self._load_storage_components() diff --git a/hub/data/energy_systems/Tools4CitiesESMF.xml b/hub/data/energy_systems/Tools4CitiesESMF.xml index 0f79b6e2..f7e45e35 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.xml +++ b/hub/data/energy_systems/Tools4CitiesESMF.xml @@ -23,11 +23,11 @@ - - - - - + + + + + @@ -40,14 +40,20 @@ - - - - - - + + + + + + + + - - + + + + + + From 0528aa0718cca7694d6a1bf76cbb09b891e26bd3 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 16 Aug 2023 20:07:24 -0400 Subject: [PATCH 022/101] started to work on systems --- .../north_america_energy_system_catalog.py | 18 ++++++++++++++++++ hub/data/energy_systems/Tools4CitiesESMF.xml | 2 +- 2 files changed, 19 insertions(+), 1 deletion(-) diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index f6b37cff..e3a54197 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -194,6 +194,24 @@ class NorthAmericaEnergySystemCatalog(Catalog): storage_components.append(storage_component) return storage_components + def _load_systems(self): + systems = [] + catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] + for catalog_system in catalog_systems: + system_configuration = catalog_system['@configurationName'] + energy_system = System(None, + None, + system_configuration, + None, + None, + None, + None, + None, + None, + None) + systems.append(energy_system) + return systems + def _load_materials(self): materials = [] _materials = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['materials'] diff --git a/hub/data/energy_systems/Tools4CitiesESMF.xml b/hub/data/energy_systems/Tools4CitiesESMF.xml index f7e45e35..ef96db92 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.xml +++ b/hub/data/energy_systems/Tools4CitiesESMF.xml @@ -50,7 +50,7 @@ - + From e20a700deba4d68be5a4f040601c168cf846d8a3 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 17 Aug 2023 18:48:48 -0400 Subject: [PATCH 023/101] emission_system.py is rolled back to original performance_curves.py is imported in generation_system.py The order of arguments in pv_generation_system.py is fixed Modulation range is replaced with maximum and minimum heat output in generation_system.py maximum,minimum, and nominal cooling output are also added to generation_system.py --- .../energy_systems/emission_system.py | 60 ++++++ .../energy_systems/energy_emission_system.py | 94 --------- .../energy_systems/energy_storage_system.py | 55 ++++-- .../energy_systems/generation_system.py | 182 ++++++++++++++++-- .../energy_systems/performance_curves.py | 14 +- .../energy_systems/pv_generation_system.py | 23 ++- .../data_models/energy_systems/system.py | 4 +- .../energy_systems/montreal_custom_catalog.py | 16 +- .../north_america_energy_system_catalog.py | 19 +- hub/data/energy_systems/Tools4CitiesESMF.xml | 73 ++++--- ...ontreal_custom_energy_system_parameters.py | 2 +- 11 files changed, 353 insertions(+), 189 deletions(-) create mode 100644 hub/catalog_factories/data_models/energy_systems/emission_system.py delete mode 100644 hub/catalog_factories/data_models/energy_systems/energy_emission_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/emission_system.py b/hub/catalog_factories/data_models/energy_systems/emission_system.py new file mode 100644 index 00000000..5e9d2865 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/emission_system.py @@ -0,0 +1,60 @@ +""" +Energy System catalog emission system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + + +class EmissionSystem: + """ + Emission system class + """ + def __init__(self, system_id, name, system_type, parasitic_energy_consumption): + + self._system_id = system_id + self._name = name + self._type = system_type + self._parasitic_energy_consumption = parasitic_energy_consumption + + @property + def id(self): + """ + Get system id + :return: float + """ + return self._system_id + + @property + def name(self): + """ + Get name + :return: string + """ + return self._name + + @property + def type(self): + """ + Get type + :return: string + """ + return self._type + + @property + def parasitic_energy_consumption(self): + """ + Get parasitic_energy_consumption in ratio (J/J) + :return: float + """ + return self._parasitic_energy_consumption + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Layer': {'id': self.id, + 'name': self.name, + 'type': self.type, + 'parasitic energy consumption per energy produced [J/J]': self.parasitic_energy_consumption + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/energy_emission_system.py b/hub/catalog_factories/data_models/energy_systems/energy_emission_system.py deleted file mode 100644 index 171a8fda..00000000 --- a/hub/catalog_factories/data_models/energy_systems/energy_emission_system.py +++ /dev/null @@ -1,94 +0,0 @@ -""" -Energy System catalog emission system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from hub.catalog_factories.data_models.construction.material import Material - - -class EnergyEmissionSystem: - """ - Emission system class - """ - def __init__(self, model_name, manufacturer, system_type, parasitic_energy_consumption, nominal_heat_output, - nominal_efficiency, medium): - - self._system_id = model_name - self._name = manufacturer - self._type = system_type - self._parasitic_energy_consumption = parasitic_energy_consumption - self._nominal_heat_output = nominal_heat_output - self._nominal_efficiency = nominal_efficiency - self._medium = medium - - @property - def model_name(self): - """ - Get system id - :return: float - """ - return self._system_id - - @property - def manufacturer(self): - """ - Get name - :return: string - """ - return self._name - - @property - def type(self): - """ - Get type - :return: string - """ - return self._type - - @property - def parasitic_energy_consumption(self): - """ - Get parasitic_energy_consumption in ratio (J/J) - :return: float - """ - return self._parasitic_energy_consumption - - @property - def nominal_heat_output(self): - """ - Get the nominal heat output of the emission system in kW - :return: float - """ - return self._nominal_heat_output - - @property - def nominal_efficiency(self): - """ - Get the nominal efficiency of the emission system - :return: float - """ - return self._nominal_efficiency - - @property - def medium(self) -> Material: - """ - Get the heat transfer characteristics of the heat transfer medium - :return: Material - """ - return self._medium - - def to_dictionary(self): - """Class content to dictionary""" - content = {'Layer': {'id': self.model_name, - 'name': self.manufacturer, - 'type': self.type, - 'parasitic energy consumption per energy produced [J/J]': self.parasitic_energy_consumption, - 'nominal heat output [kW]': self.nominal_heat_output, - 'nominal efficiency': self.nominal_efficiency, - 'heat transfer medium': self.medium - } - } - return content diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 52812ca1..f898af34 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -7,8 +7,6 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from __future__ import annotations -from typing import Union -from hub.catalog_factories.data_models.construction.material import Material from hub.catalog_factories.data_models.construction.layer import Layer @@ -17,9 +15,11 @@ class EnergyStorageSystem: Energy Storage System Class """ - def __init__(self, model_name, manufacturer, storage_type, volume, rated_output_power, + def __init__(self, storage_id, name, model_name, manufacturer, storage_type, volume, rated_output_power, nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, height, layers, maximum_operating_temperature): + self._storage_id = storage_id + self._name = name self._model_name = model_name self._manufacturer = manufacturer self._storage_type = storage_type @@ -33,6 +33,22 @@ class EnergyStorageSystem: self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature + @property + def stroage_id(self): + """ + Get storage id + :return: string + """ + return self._storage_id + + @property + def name(self): + """ + Get storage name + :return: string + """ + return self._name + @property def model_name(self): """ @@ -134,18 +150,21 @@ class EnergyStorageSystem: _layers = [] for _layer in self.layers: _layers.append(_layer.to_dictionary()) - content = {'Storage component': {'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'storage type': self.storage_type, - 'physical volume [m3]': self.physical_volume, - 'rated power [kW]': self.rated_output_power, - 'nominal efficiency': self.nominal_efficiency, - 'battery voltage [V]': self.battery_voltage, - 'depth of discharge': self.depth_of_discharge, - 'self discharge rate': self.self_discharge_rate, - 'height [m]': self.height, - 'layers': _layers, - 'maximum operating temperature [Celsius]': self.maximum_operating_temperature - } - } - return content \ No newline at end of file + content = {'Storage component': { + 'storage id': self.stroage_id, + 'name': self.name, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'physical volume [m3]': self.physical_volume, + 'rated power [kW]': self.rated_output_power, + 'nominal efficiency': self.nominal_efficiency, + 'battery voltage [V]': self.battery_voltage, + 'depth of discharge': self.depth_of_discharge, + 'self discharge rate': self.self_discharge_rate, + 'height [m]': self.height, + 'layers': _layers, + 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index 11560500..7fdc3130 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -8,6 +8,7 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from __future__ import annotations from typing import Union +from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves class GenerationSystem: @@ -15,20 +16,29 @@ class GenerationSystem: Heat Generation system class """ - def __init__(self, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, modulation_range, - source_types, supply_medium, heat_efficiency, cooling_efficiency, electricity_efficiency, - source_temperature, source_mass_flow, nominal_electricity_output, maximum_heating_supply_temperature, - minimum_heating_supply_temperature, maximum_cooling_supply_temperature, - minimum_cooling_supply_temperature): + def __init__(self, system_id, name, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, + maximum_heat_output, minimum_heat_output, source_medium, supply_medium, heat_efficiency, + nominal_cooling_output, maximum_cooling_output, minimum_cooling_output, cooling_efficiency, + electricity_efficiency, source_temperature, source_mass_flow, nominal_electricity_output, + maximum_heating_supply_temperature, minimum_heating_supply_temperature, + maximum_cooling_supply_temperature, minimum_cooling_supply_temperature, heat_output_curve, + heat_fuel_consumption_curve, heat_efficiency_curve, cooling_output_curve, cooling_fuel_consumption_curve, + cooling_efficiency_curve, storage, auxiliary_equipment): + self._system_id = system_id + self._name = name self._model_name = model_name self._manufacturer = manufacturer self._system_type = system_type self._fuel_type = fuel_type self._nominal_thermal_output = nominal_thermal_output - self._modulation_range = modulation_range - self._source_types = source_types + self._maximum_heat_output = maximum_heat_output + self._minimum_heat_output = minimum_heat_output + self._source_medium = source_medium self._supply_medium = supply_medium self._heat_efficiency = heat_efficiency + self._nominal_cooling_output = nominal_cooling_output + self._maximum_cooling_output = maximum_cooling_output + self._minimum_cooling_output = minimum_cooling_output self._cooling_efficiency = cooling_efficiency self._electricity_efficiency = electricity_efficiency self._source_temperature = source_temperature @@ -38,6 +48,31 @@ class GenerationSystem: self._minimum_heating_supply_temperature = minimum_heating_supply_temperature self._maximum_cooling_supply_temperature = maximum_cooling_supply_temperature self._minimum_cooling_supply_temperature = minimum_cooling_supply_temperature + self._heat_output_curve = heat_output_curve + self._heat_fuel_consumption_curve = heat_fuel_consumption_curve + self._heat_efficiency_curve = heat_efficiency_curve + self._cooling_output_curve = cooling_output_curve + self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve + self._cooling_efficiency_curve = cooling_efficiency_curve + + self._storage = storage + self._auxiliary_equipment = auxiliary_equipment + + @property + def id(self): + """ + Get system id + :return: float + """ + return self._system_id + + @property + def name(self): + """ + Get name + :return: string + """ + return self._name @property def model_name(self): @@ -80,20 +115,28 @@ class GenerationSystem: return self._nominal_thermal_output @property - def modulation_range(self): + def maximum_heat_output(self): """ - Get modulation range of heat generation devices + Get maximum heat output of heat generation devices in W :return: float """ - return self._modulation_range + return self._maximum_heat_output @property - def source_types(self): + def minimum_heat_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_heat_output + + @property + def source_medium(self): """ Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] :return: [string] """ - return self._source_types + return self._source_medium @property def supply_medium(self): @@ -111,6 +154,30 @@ class GenerationSystem: """ return self._heat_efficiency + @property + def nominal_cooling_output(self): + """ + Get nominal_thermal_output of heat generation devices in kW + :return: float + """ + return self._nominal_cooling_output + + @property + def maximum_cooling_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_cooling_output + + @property + def minimum_cooling_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_cooling_output + @property def cooling_efficiency(self): """ @@ -183,27 +250,108 @@ class GenerationSystem: """ return self._minimum_cooling_supply_temperature + @property + def heat_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_output_curve + + @property + def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_fuel_consumption_curve + + @property + def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_efficiency_curve + + @property + def cooling_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_output_curve + + @property + def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_fuel_consumption_curve + + @property + def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_efficiency_curve + + @property + def storage(self): + """ + Get boolean storage exists + :return: bool + """ + return self._storage + + @property + def auxiliary_equipment(self) -> Union[None, GenerationSystem]: + """ + Get auxiliary_equipment + :return: GenerationSystem + """ + return self._auxiliary_equipment + def to_dictionary(self): """Class content to dictionary""" + _auxiliary_equipment = [] + if self.auxiliary_equipment is not None: + _auxiliary_equipment = self.auxiliary_equipment.to_dictionary() content = {'Energy Generation component': { + 'id': self.id, + 'name': self.name, 'model name': self.model_name, 'manufacturer': self.manufacturer, 'type': self.system_type, 'fuel type': self.fuel_type, - 'nominal thermal output': self.nominal_thermal_output, - 'modulation_range': self.modulation_range, - 'source types': self.source_types, + 'nominal thermal output [W]': self.nominal_thermal_output, + 'maximum heat output [W]': self.maximum_heat_output, + 'minimum heat output [W]': self.minimum_heat_output, + 'source medium': self.source_medium, 'supply medium': self.supply_medium, 'source temperature [Celsius]': self.source_temperature, 'source mass flow [kg/s]': self.source_mass_flow, 'heat efficiency': self.heat_efficiency, + 'nominal cooling output [W]': self.nominal_cooling_output, + 'maximum cooling output [W]': self.maximum_cooling_output, + 'minimum cooling output [W]': self.minimum_cooling_output, 'cooling efficiency': self.cooling_efficiency, 'electricity efficiency': self.electricity_efficiency, - 'nominal power output [kW]': self.nominal_electricity_output, + 'nominal power output [W]': self.nominal_electricity_output, 'maximum heating supply temperature [Celsius]': self.maximum_heating_supply_temperature, 'minimum heating supply temperature [Celsius]': self.minimum_heating_supply_temperature, 'maximum cooling supply temperature [Celsius]': self.maximum_cooling_supply_temperature, - 'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature + 'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature, + 'heat output curve': self.heat_output_curve, + 'heat fuel consumption curve': self.heat_fuel_consumption_curve, + 'heat efficiency curve': self.heat_efficiency_curve, + 'cooling output curve': self.cooling_output_curve, + 'cooling fuel consumption curve': self.cooling_fuel_consumption_curve, + 'cooling efficiency curve': self.cooling_efficiency_curve, + 'it has storage': self.storage, + 'auxiliary equipment': _auxiliary_equipment } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/performance_curves.py b/hub/catalog_factories/data_models/energy_systems/performance_curves.py index 44301bec..fb9b74ff 100644 --- a/hub/catalog_factories/data_models/energy_systems/performance_curves.py +++ b/hub/catalog_factories/data_models/energy_systems/performance_curves.py @@ -7,7 +7,7 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from __future__ import annotations -from typing import Union + class PerformanceCurves: @@ -15,13 +15,13 @@ class PerformanceCurves: Parameter function class """ - def __init__(self, type, parameters, coefficients): - self._type = type + def __init__(self, curve_type, parameters, coefficients): + self._curve_type = curve_type self._parameters = parameters self._coefficients = coefficients @property - def type(self): + def curve_type(self): """ The type of the fit function from the following Linear =>>> y = a*x + b @@ -33,7 +33,7 @@ class PerformanceCurves: Get the type of function from ['linear', 'exponential', 'polynomial', 'power', 'second degree multivariable'] :return: string """ - return self._type + return self._curve_type @property def parameters(self): @@ -46,7 +46,7 @@ class PerformanceCurves: @property def coefficients(self): """ - Get the coefficients of the functions as list + Get the coefficients of the functions as list of ['a', 'b', 'c', 'd', 'e', 'f'] :return: [coefficients] """ return self._coefficients @@ -54,7 +54,7 @@ class PerformanceCurves: def to_dictionary(self): """Class content to dictionary""" content = {'Parameter Function': { - 'type': self.type, + 'curve type': self.curve_type, 'parameters': self.parameters, 'coefficients': self.coefficients, } diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 650694d2..5c03c3f3 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -7,7 +7,6 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from __future__ import annotations -from typing import Union from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem @@ -16,20 +15,26 @@ class PvGenerationSystem(GenerationSystem): Electricity Generation system class """ - def __init__(self, nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, - standard_test_condition_cell_temperature, standard_test_condition_maximum_power, - cell_temperature_coefficient, width, height, model_name, manufacturer, electricity_efficiency, - nominal_electricity_output): - super(PvGenerationSystem, self).__init__(model_name=model_name, manufacturer=manufacturer, system_type='pv', - fuel_type='renewable', nominal_thermal_output=None, modulation_range=None, - source_types=None,supply_medium=None, heat_efficiency=None, + def __init__(self, system_id, name, model_name, manufacturer, electricity_efficiency, + nominal_electricity_output, nominal_ambient_temperature, nominal_cell_temperature, + nominal_radiation, standard_test_condition_cell_temperature, standard_test_condition_maximum_power, + cell_temperature_coefficient, width, height): + super(PvGenerationSystem, self).__init__(system_id=system_id, name=name, model_name=model_name, + manufacturer=manufacturer, system_type='pv', fuel_type='renewable', + nominal_thermal_output=None, maximum_heat_output=None, + minimum_heat_output=None, source_medium=None, + supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, + maximum_cooling_output=None, minimum_cooling_output=None, cooling_efficiency=None, electricity_efficiency=electricity_efficiency, source_temperature=None, source_mass_flow=None, nominal_electricity_output=nominal_electricity_output, maximum_heating_supply_temperature=None, minimum_heating_supply_temperature=None, maximum_cooling_supply_temperature=None, - minimum_cooling_supply_temperature=None) + minimum_cooling_supply_temperature=None, heat_output_curve=None, + heat_fuel_consumption_curve=None, heat_efficiency_curve=None, + cooling_output_curve=None, cooling_fuel_consumption_curve=None, + cooling_efficiency_curve=None, storage=None, auxiliary_equipment=None) self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index b22251f8..299b82c7 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -13,7 +13,7 @@ from hub.catalog_factories.data_models.energy_systems.pv_generation_system impor from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves -from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem +from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem class System: @@ -101,7 +101,7 @@ class System: return self._distribution_system @property - def emission_system(self) -> Union[None, EnergyEmissionSystem]: + def emission_system(self) -> Union[None, EmissionSystem]: """ Get emission system :return: EmissionSystem diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index bea78b0d..87b9d4ab 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -12,7 +12,7 @@ from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem +from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.archetype import Archetype @@ -20,6 +20,7 @@ class MontrealCustomCatalog(Catalog): """ Montreal custom energy systems catalog class """ + def __init__(self, path): path = str(path / 'montreal_custom_systems.xml') with open(path, 'r', encoding='utf-8') as xml: @@ -90,7 +91,8 @@ class MontrealCustomCatalog(Catalog): distribution_consumption_fix_flow = float(equipment['distribution_consumption_fix_flow']['#text']) / 100 distribution_consumption_variable_flow = None if 'distribution_consumption_variable_flow' in equipment: - distribution_consumption_variable_flow = float(equipment['distribution_consumption_variable_flow']['#text']) / 100 + distribution_consumption_variable_flow = float( + equipment['distribution_consumption_variable_flow']['#text']) / 100 distribution_system = DistributionSystem(equipment_id, name, @@ -114,10 +116,10 @@ class MontrealCustomCatalog(Catalog): if 'parasitic_consumption' in equipment: parasitic_consumption = float(equipment['parasitic_consumption']['#text']) / 100 - emission_system = EnergyEmissionSystem(equipment_id, - name, - equipment_type, - parasitic_consumption) + emission_system = EmissionSystem(equipment_id, + name, + equipment_type, + parasitic_consumption) _equipments.append(emission_system) return _equipments @@ -175,7 +177,7 @@ class MontrealCustomCatalog(Catalog): """ if category is None: _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'distribution_equipments': [], - 'emission_equipments':[]} + 'emission_equipments': []} for archetype in self._content.archetypes: _names['archetypes'].append(archetype.manufacturer) for system in self._content.systems: diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index e3a54197..cd84a6b3 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -14,7 +14,7 @@ from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.energy_emission_system import EnergyEmissionSystem +from hub.catalog_factories.data_models.energy_systems.emission_system import EnergyEmissionSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves from hub.catalog_factories.data_models.energy_systems.archetype import Archetype @@ -199,10 +199,15 @@ class NorthAmericaEnergySystemCatalog(Catalog): catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] for catalog_system in catalog_systems: system_configuration = catalog_system['@configurationName'] + demands = catalog_system['demands'] + demand_types = [] + for demand in demands: + name = demand['@name'] + demand_types.append(name) energy_system = System(None, None, system_configuration, - None, + demand_types, None, None, None, @@ -241,3 +246,13 @@ class NorthAmericaEnergySystemCatalog(Catalog): if _material is None: raise ValueError(f'Material not found in catalog [{material_name}]') + + def _load_demands(self): + demands = [] + _demands = self._archetypes['encomp:EnergySystemCatalog']['energydemand'] + for _demand in _demands: + demand_type = _demand['@name'] + demands.append(demand_type) + return demands + + # def _search_demands(self, config_name): diff --git a/hub/data/energy_systems/Tools4CitiesESMF.xml b/hub/data/energy_systems/Tools4CitiesESMF.xml index ef96db92..0270f61c 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.xml +++ b/hub/data/energy_systems/Tools4CitiesESMF.xml @@ -1,43 +1,43 @@ - - - - - - - - - - - - - - + + + + + + + + + + + + + + - + - + - - - - - + + + + + - - - - - - - - - + + + + + + + + + @@ -49,11 +49,20 @@ - + + + + + + + + + + - + diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index 9b3f7a61..3982221b 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -92,7 +92,7 @@ class MontrealCustomEnergySystemParameters: _type] _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] _generation_system.fuel_type = _fuel_type - _generation_system.source_types = archetype_generation_equipment.source_types + _generation_system.source_types = archetype_generation_equipment.source_medium _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency From 72b5ff10409c15622d58c491d33f9d789ee89ab8 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Fri, 18 Aug 2023 18:22:10 -0400 Subject: [PATCH 024/101] north_america_components.xml is modified The montreal_custom_catalog.py is modified --- .../energy_systems/montreal_custom_catalog.py | 32 +++++----- .../north_america_energy_system_catalog.py | 2 +- ...sESMF.xml => north_america_components.xml} | 60 ++++++++++--------- .../energy_systems/north_america_systems.xml | 29 +++++++++ 4 files changed, 79 insertions(+), 44 deletions(-) rename hub/data/energy_systems/{Tools4CitiesESMF.xml => north_america_components.xml} (80%) create mode 100644 hub/data/energy_systems/north_america_systems.xml diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 87b9d4ab..0336c940 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -179,32 +179,32 @@ class MontrealCustomCatalog(Catalog): _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'distribution_equipments': [], 'emission_equipments': []} for archetype in self._content.archetypes: - _names['archetypes'].append(archetype.manufacturer) + _names['archetypes'].append(archetype.name) for system in self._content.systems: - _names['systems'].append(system.manufacturer) + _names['systems'].append(system.name) for equipment in self._content.generation_equipments: - _names['generation_equipments'].append(equipment.manufacturer) + _names['generation_equipments'].append(equipment.name) for equipment in self._content.distribution_equipments: - _names['distribution_equipments'].append(equipment.manufacturer) + _names['distribution_equipments'].append(equipment.name) for equipment in self._content.emission_equipments: - _names['emission_equipments'].append(equipment.manufacturer) + _names['emission_equipments'].append(equipment.name) else: _names = {category: []} if category.lower() == 'archetypes': for archetype in self._content.archetypes: - _names[category].append(archetype.manufacturer) + _names[category].append(archetype.name) elif category.lower() == 'systems': for system in self._content.systems: - _names[category].append(system.manufacturer) + _names[category].append(system.name) elif category.lower() == 'generation_equipments': for system in self._content.generation_equipments: - _names[category].append(system.manufacturer) + _names[category].append(system.name) elif category.lower() == 'distribution_equipments': for system in self._content.distribution_equipments: - _names[category].append(system.manufacturer) + _names[category].append(system.name) elif category.lower() == 'emission_equipments': for system in self._content.emission_equipments: - _names[category].append(system.manufacturer) + _names[category].append(system.name) else: raise ValueError(f'Unknown category [{category}]') return _names @@ -234,18 +234,18 @@ class MontrealCustomCatalog(Catalog): :parm: entry name """ for entry in self._content.archetypes: - if entry.manufacturer.lower() == name.lower(): + if entry.name.lower() == name.lower(): return entry for entry in self._content.systems: - if entry.manufacturer.lower() == name.lower(): + if entry.name.lower() == name.lower(): return entry for entry in self._content.generation_equipments: - if entry.manufacturer.lower() == name.lower(): + if entry.name.lower() == name.lower(): return entry for entry in self._content.distribution_equipments: - if entry.manufacturer.lower() == name.lower(): + if entry.name.lower() == name.lower(): return entry for entry in self._content.emission_equipments: - if entry.manufacturer.lower() == name.lower(): + if entry.name.lower() == name.lower(): return entry - raise IndexError(f"{name} doesn't exists in the catalog") + raise IndexError(f"{name} doesn't exists in the catalog") \ No newline at end of file diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index cd84a6b3..543c2e43 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -29,7 +29,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): """ def __init__(self, path): - path = str(path / 'Tools4CitiesESMF.xml') + path = str(path / 'north_america_components.xml') with open(path, 'r', encoding='utf-8') as xml: self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules']) self._generation_components = self._load_generation_components() diff --git a/hub/data/energy_systems/Tools4CitiesESMF.xml b/hub/data/energy_systems/north_america_components.xml similarity index 80% rename from hub/data/energy_systems/Tools4CitiesESMF.xml rename to hub/data/energy_systems/north_america_components.xml index 0270f61c..b4a9a71a 100644 --- a/hub/data/energy_systems/Tools4CitiesESMF.xml +++ b/hub/data/energy_systems/north_america_components.xml @@ -1,44 +1,50 @@ - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + - + - + + + + + + + + + - - - - - - - + + + - + @@ -64,5 +70,5 @@ - + diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml new file mode 100644 index 00000000..0adcff00 --- /dev/null +++ b/hub/data/energy_systems/north_america_systems.xml @@ -0,0 +1,29 @@ + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From 072d2a6d9d1070d4463aa0ce64cded3150f487c0 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 21 Aug 2023 17:41:12 -0400 Subject: [PATCH 025/101] modifications done to the xml file and north_america_energy_system_catalog.py --- .../north_america_energy_system_catalog.py | 272 +++++++++--------- .../north_america_components.xml | 74 ----- .../energy_systems/north_america_systems.xml | 229 +++++++++++++-- 3 files changed, 340 insertions(+), 235 deletions(-) delete mode 100644 hub/data/energy_systems/north_america_components.xml diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 543c2e43..306da80a 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -14,7 +14,7 @@ from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.emission_system import EnergyEmissionSystem +from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves from hub.catalog_factories.data_models.energy_systems.archetype import Archetype @@ -29,11 +29,11 @@ class NorthAmericaEnergySystemCatalog(Catalog): """ def __init__(self, path): - path = str(path / 'north_america_components.xml') + path = str(path / 'north_america_systems.xml') with open(path, 'r', encoding='utf-8') as xml: self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules']) - self._generation_components = self._load_generation_components() - print(self._generation_components) + # self._generation_components = self._load_generation_components() + # print(self._generation_components) self._storage_components = self._load_storage_components() print(self._storage_components) self._systems = self._load_systems() @@ -64,122 +64,126 @@ class NorthAmericaEnergySystemCatalog(Catalog): # return system_configurations - def _load_generation_components(self): - generation_components = [] - boilers = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['boilers'] - heat_pumps = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['heatPumps'] - photovoltaics = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['photovoltaicModules'] - for boiler in boilers: - boiler_model_name = boiler['@modelName'] - boiler_manufacturer = boiler['@manufacturer'] - system_type = 'boiler' - boiler_fuel_type = boiler['@fuel'] - boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) - boiler_modulation_range = float(boiler['@modulationRange']) - boiler_heat_efficiency = float(boiler['@nominalEfficiency']) - - boiler_component = GenerationSystem(boiler_model_name, - boiler_manufacturer, - system_type, - boiler_fuel_type, - boiler_nominal_thermal_output, - boiler_modulation_range, - None, - None, - boiler_heat_efficiency, - None, - None, - None, - None, - None, - None, - None, - None, - None) - generation_components.append(boiler_component) - for heat_pump in heat_pumps: - heat_pump_model_name = heat_pump['@modelName'] - heat_pump_manufacturer = heat_pump['@manufacturer'] - system_type = 'heat pump' - heat_pump_fuel_type = heat_pump['@fuel'] - heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) - heat_pump_modulation_range = float(heat_pump['@modulationRange']) - heat_pump_source_type = heat_pump['@heatSource'] - heat_pump_supply_medium = heat_pump['@supply_medium'] - heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) - heat_pump_maximum_heating_temperature = float(heat_pump['@maxHeatingSupTemperature']) - heat_pump_minimum_heating_temperature = float(heat_pump['@minHeatingSupTemperature']) - heat_pump_maximum_cooling_temperature = float(heat_pump['@maxCoolingSupTemperature']) - heat_pump_minimum_cooling_temperature = float(heat_pump['@minCoolingSupTemperature']) - - heat_pump_component = GenerationSystem(heat_pump_model_name, - heat_pump_manufacturer, - system_type, - heat_pump_fuel_type, - heat_pump_nominal_thermal_output, - heat_pump_modulation_range, - heat_pump_source_type, - heat_pump_supply_medium, - heat_pump_nominal_cop, - None, - None, - None, - None, - None, - heat_pump_maximum_heating_temperature, - heat_pump_minimum_heating_temperature, - heat_pump_maximum_cooling_temperature, - heat_pump_minimum_cooling_temperature) - generation_components.append(heat_pump_component) - for pv in photovoltaics: - nominal_ambient_temperature = float(pv['@nominalAmbientTemperature']) - nominal_cell_temperature = float(pv['@nominalCellTemperature']) - nominal_radiation = float(pv['@nominalRadiation']) - standard_test_condition_cell_temperature = float(pv['@STCCellTemperature']) - standard_test_condition_maximum_power = float(pv['@STCMaxPower']) - cell_temperature_coefficient = float(pv['@CellTemperatureCoefficient']) - width = float(pv['@width']) - height = float(pv['@height']) - pv_model_name = pv['@modelName'] - pv_manufacturer = pv['@manufacturer'] - pv_electricity_efficiency = pv['@nominalEfficiency'] - pv_nominal_electricity_output = pv['@nominalPower'] - pv_component = PvGenerationSystem(nominal_ambient_temperature, - nominal_cell_temperature, - nominal_radiation, - standard_test_condition_cell_temperature, - standard_test_condition_maximum_power, - cell_temperature_coefficient, - width, - height, - pv_model_name, - pv_manufacturer, - pv_electricity_efficiency, - pv_nominal_electricity_output) - generation_components.append(pv_component) - return generation_components + # def _load_generation_components(self): + # generation_components = [] + # boilers = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['boilers'] + # heat_pumps = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['heatPumps'] + # photovoltaics = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['photovoltaicModules'] + # for boiler in boilers: + # boiler_model_name = boiler['@modelName'] + # boiler_manufacturer = boiler['@manufacturer'] + # system_type = 'boiler' + # boiler_fuel_type = boiler['@fuel'] + # boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) + # boiler_modulation_range = float(boiler['@modulationRange']) + # boiler_heat_efficiency = float(boiler['@nominalEfficiency']) + # + # boiler_component = GenerationSystem(boiler_model_name, + # boiler_manufacturer, + # system_type, + # boiler_fuel_type, + # boiler_nominal_thermal_output, + # boiler_modulation_range, + # None, + # None, + # boiler_heat_efficiency, + # None, + # None, + # None, + # None, + # None, + # None, + # None, + # None, + # None) + # generation_components.append(boiler_component) + # for heat_pump in heat_pumps: + # heat_pump_model_name = heat_pump['@modelName'] + # heat_pump_manufacturer = heat_pump['@manufacturer'] + # system_type = 'heat pump' + # heat_pump_fuel_type = heat_pump['@fuel'] + # heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) + # heat_pump_modulation_range = float(heat_pump['@modulationRange']) + # heat_pump_source_type = heat_pump['@heatSource'] + # heat_pump_supply_medium = heat_pump['@supply_medium'] + # heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) + # heat_pump_maximum_heating_temperature = float(heat_pump['@maxHeatingSupTemperature']) + # heat_pump_minimum_heating_temperature = float(heat_pump['@minHeatingSupTemperature']) + # heat_pump_maximum_cooling_temperature = float(heat_pump['@maxCoolingSupTemperature']) + # heat_pump_minimum_cooling_temperature = float(heat_pump['@minCoolingSupTemperature']) + # + # heat_pump_component = GenerationSystem(heat_pump_model_name, + # heat_pump_manufacturer, + # system_type, + # heat_pump_fuel_type, + # heat_pump_nominal_thermal_output, + # heat_pump_modulation_range, + # heat_pump_source_type, + # heat_pump_supply_medium, + # heat_pump_nominal_cop, + # None, + # None, + # None, + # None, + # None, + # heat_pump_maximum_heating_temperature, + # heat_pump_minimum_heating_temperature, + # heat_pump_maximum_cooling_temperature, + # heat_pump_minimum_cooling_temperature) + # generation_components.append(heat_pump_component) + # for pv in photovoltaics: + # nominal_ambient_temperature = float(pv['@nominalAmbientTemperature']) + # nominal_cell_temperature = float(pv['@nominalCellTemperature']) + # nominal_radiation = float(pv['@nominalRadiation']) + # standard_test_condition_cell_temperature = float(pv['@STCCellTemperature']) + # standard_test_condition_maximum_power = float(pv['@STCMaxPower']) + # cell_temperature_coefficient = float(pv['@CellTemperatureCoefficient']) + # width = float(pv['@width']) + # height = float(pv['@height']) + # pv_model_name = pv['@modelName'] + # pv_manufacturer = pv['@manufacturer'] + # pv_electricity_efficiency = pv['@nominalEfficiency'] + # pv_nominal_electricity_output = pv['@nominalPower'] + # pv_component = PvGenerationSystem(nominal_ambient_temperature, + # nominal_cell_temperature, + # nominal_radiation, + # standard_test_condition_cell_temperature, + # standard_test_condition_maximum_power, + # cell_temperature_coefficient, + # width, + # height, + # pv_model_name, + # pv_manufacturer, + # pv_electricity_efficiency, + # pv_nominal_electricity_output) + # generation_components.append(pv_component) + # return generation_components def _load_storage_components(self): storage_components = [] - components = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['thermalStorages'] - for component in components: - model_name = component['@modelName'] - manufacturer = component['@manufacturer'] - volume = component['@volume'] - height = component['@height'] - maximum_operating_temperature = component['@maxTemp'] + thermal_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['thermalStorages'] + for tes in thermal_storages: + storage_id = tes['@storage_id'] + name = tes['@name'] + model_name = tes['@modelName'] + manufacturer = tes['@manufacturer'] + volume = tes['@volume'] + height = tes['@height'] + maximum_operating_temperature = tes['@maxTemp'] materials = self._load_materials() - material_name = component['@insulationMaterial'] - insulation_material = self._search_material(materials, material_name) - material_name = component['@tankMaterial'] + insulation_material_name = tes['@insulationMaterial'] + insulation_material = self._search_material(materials, insulation_material_name) + material_name = tes['@tankMaterial'] tank_material = self._search_material(materials, material_name) - thickness = float(component['@insulationThickness']) / 100 # from cm to m + thickness = float(tes['@insulationThickness']) / 100 # from cm to m insulation_layer = Layer(None, 'insulation', insulation_material, thickness) - thickness = float(component['@tankThickness']) / 100 # from cm to m + thickness = float(tes['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'insulation', tank_material, thickness) # the convention is from outside to inside layers = [insulation_layer, tank_layer] - storage_component = EnergyStorageSystem(model_name, + storage_component = EnergyStorageSystem(storage_id, + name, + model_name, manufacturer, 'thermal', volume, @@ -194,32 +198,32 @@ class NorthAmericaEnergySystemCatalog(Catalog): storage_components.append(storage_component) return storage_components - def _load_systems(self): - systems = [] - catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] - for catalog_system in catalog_systems: - system_configuration = catalog_system['@configurationName'] - demands = catalog_system['demands'] - demand_types = [] - for demand in demands: - name = demand['@name'] - demand_types.append(name) - energy_system = System(None, - None, - system_configuration, - demand_types, - None, - None, - None, - None, - None, - None) - systems.append(energy_system) - return systems + # def _load_systems(self): + # systems = [] + # catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] + # for catalog_system in catalog_systems: + # system_configuration = catalog_system['@configurationName'] + # demands = catalog_system['demands'] + # demand_types = [] + # for demand in demands: + # name = demand['@name'] + # demand_types.append(name) + # energy_system = System(None, + # None, + # system_configuration, + # demand_types, + # None, + # None, + # None, + # None, + # None, + # None) + # systems.append(energy_system) + # return systems def _load_materials(self): materials = [] - _materials = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['materials'] + _materials = self._archetypes['EnergySystemCatalog']['materials']['material'] for _material in _materials: name = _material['@name'] thermal_conductivity = _material['@thermalConductivity'] diff --git a/hub/data/energy_systems/north_america_components.xml b/hub/data/energy_systems/north_america_components.xml deleted file mode 100644 index b4a9a71a..00000000 --- a/hub/data/energy_systems/north_america_components.xml +++ /dev/null @@ -1,74 +0,0 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 0adcff00..c9618448 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -1,29 +1,204 @@ - - - - - - - - - - - - - - - - - - - - - - - - - - - + + + + + + + + + + + + + + + + + + + + COP + source_temperature + supply_temperature + + + + + + COP + source_temperature + supply_temperature + + + + + + COP + source_temperature + supply_temperature + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + Air Source Heat Pump with Natural Gas Boiler and thermal storage + + 1 + 2 + + + 16 + 18 + 6 + + + + Air Source Heat Pump with Electrical Boiler and thermal storage + + 1 + 2 + + + 17 + 18 + 6 + + + + Ground Source Heat Pump with Natural Gas Boiler and thermal storage + + 1 + 2 + + + 16 + 19 + 6 + + + + Ground Source Heat Pump with Electrical Boiler and thermal storage + + 1 + 2 + + + 17 + 19 + 6 + + + + Water Source Heat Pump with Natural Gas Boiler and thermal storage + + 1 + 2 + + + 16 + 20 + 6 + + + + Water Source Heat Pump with Electrical Boiler and thermal storage + + 1 + 2 + + + 17 + 20 + 6 + + + + Photovoltaic System + + 3 + + + 21 + + + + + + PV+ASHP+GasBoiler+TES + + 7 + 1 + + + + PV+ASHP+ElectricBoiler+TES + + 7 + 2 + + + + PV+GSHP+GasBoiler+TES + + 7 + 3 + + + + PV+GSHP+ElectricBoiler+TES + + 7 + 4 + + + + PV+WSHP+GasBoiler+TES + + 7 + 5 + + + + PV+WSHP+ElectricBoiler+TES + + 7 + 6 + + + + + + + + + + From 9b0bdf2b7e7ad883ca201bc843197fe9bdd2d969 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 22 Aug 2023 19:09:35 -0400 Subject: [PATCH 026/101] load_generation and load_storage in north_america_energy_system_catalog.py is completed --- .../energy_systems/generation_system.py | 1 - .../data_models/energy_systems/system.py | 44 +- .../north_america_energy_system_catalog.py | 417 ++++++++++++------ .../energy_systems/north_america_systems.xml | 14 +- 4 files changed, 296 insertions(+), 180 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index 7fdc3130..7c382dee 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -54,7 +54,6 @@ class GenerationSystem: self._cooling_output_curve = cooling_output_curve self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve self._cooling_efficiency_curve = cooling_efficiency_curve - self._storage = storage self._auxiliary_equipment = auxiliary_equipment diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 299b82c7..dc1337ca 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -9,10 +9,8 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from typing import Union, List from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem -from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem @@ -24,24 +22,20 @@ class System: def __init__(self, lod, system_id, - system_configuration, + name, demand_types, generation_systems, - pv_generation_system, distribution_system, emission_system, - energy_storage_systems, - performance_curves): + energy_storage_systems): self._lod = lod self._system_id = system_id - self._system_configuration = system_configuration + self._name = name self._demand_types = demand_types self._distribution_system = distribution_system self._emission_system = emission_system self._generation_systems = generation_systems - self._pv_generation_system = pv_generation_system self._energy_storage_systems = energy_storage_systems - self._performance_curves = performance_curves @property def lod(self): @@ -60,13 +54,12 @@ class System: return self._system_id @property - def system_configuration(self): + def name(self): """ - Get the system configuration from ['hp_tes', 'hp_boiler_tes', 'pv_hp', 'pv_battery', 'pv', 'pv_hp_tes', - 'pv_hp_battery_tes'] + Get the system name :return: string """ - return self._system_configuration + return self._name @property def demand_types(self): @@ -84,14 +77,6 @@ class System: """ return self._generation_systems - @property - def pv_generation_system(self) -> Union[None, PvGenerationSystem]: - """ - Get pv generation system - :return: ElectricityGenerationSystem - """ - return self._pv_generation_system - @property def distribution_system(self) -> Union[None, DistributionSystem]: """ @@ -116,22 +101,11 @@ class System: """ return self._energy_storage_systems - @property - def performance_curves(self) -> Union[None, List[PerformanceCurves]]: - """ - Get the list of all performance curves associated with components - :return: PerformanceCurves - """ - return self._performance_curves - def to_dictionary(self): """Class content to dictionary""" _generation_systems = [] for _generation in self.generation_systems: _generation_systems.append(_generation.to_dictionary()) - _pv_system = None - if self.pv_generation_system is not None: - _pv_system = self.pv_generation_system.to_dictionary() _distribution_system = None if self.distribution_system is not None: _distribution_system = self.distribution_system.to_dictionary() @@ -140,19 +114,15 @@ class System: _emission_system = self.emission_system.to_dictionary() _storage_system = [_storage.to_dictionary() for _storage in self.energy_storage_system] if self.energy_storage_system is not None else None - _performance_curves = [_curve.to_dictionary() for _curve in - self.performance_curves] if self.performance_curves is not None else None content = {'Layer': {'id': self.id, - 'name': self.system_configuration, + 'name': self.name, 'level of detail': self.lod, 'demand types': self.demand_types, 'Generation system(s)': _generation_systems, - 'electricity generation system': _pv_system, 'distribution system': _distribution_system, 'emission system': _emission_system, 'energy storage system': _storage_system, - 'performance curves': _performance_curves } } return content diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 306da80a..e0f7a3de 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -31,137 +31,257 @@ class NorthAmericaEnergySystemCatalog(Catalog): def __init__(self, path): path = str(path / 'north_america_systems.xml') with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules']) - # self._generation_components = self._load_generation_components() - # print(self._generation_components) + self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules', 'templateStorages']) + self._generation_components = self._load_generation_components() + print(self._generation_components) + print(len(self._generation_components)) self._storage_components = self._load_storage_components() print(self._storage_components) - self._systems = self._load_systems() - print(self._load_systems()) + # self._systems = self._load_systems() + # print(self._load_systems()) - # self._system_archetypes = self._load_system_archetypes() + def _load_generation_components(self): + generation_components = [] + boilers = self._archetypes['EnergySystemCatalog']['energy_generation_components']['boilers'] + heat_pumps = self._archetypes['EnergySystemCatalog']['energy_generation_components']['heatPumps'] + photovoltaics = self._archetypes['EnergySystemCatalog']['energy_generation_components']['photovoltaicModules'] + templates = self._archetypes['EnergySystemCatalog']['energy_generation_components']['templateGenerationEquipments'] + for boiler in boilers: + boiler_id = boiler['@generation_id'] + boiler_name = boiler['@name'] + boiler_model_name = boiler['@modelName'] + boiler_manufacturer = boiler['@manufacturer'] + system_type = 'boiler' + boiler_fuel_type = boiler['@fuel'] + boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) + boiler_maximum_heat_output = float(boiler['@modulationRange']) + boiler_heat_efficiency = float(boiler['@nominalEfficiency']) - # store the full catalog data model in self._content - # self._content = Content(self._system_archetypes, - # self._systems, - # self._generation_components, - # None, - # None, - # self._storage_components) -# def _load_systems(self): -# systems = [] -# catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] -# for catalog_system in catalog_systems: - # look for the demands and add it to demands[] - # look for the components in self._generation_systems and add them to generation_systems[] - # same with emission and distribution and storage -# System(None, -# None, -# catalog_system['@configurationName'], -# demands, -# generation_systems,... -# ) + boiler_component = GenerationSystem(boiler_id, + boiler_name, + boiler_model_name, + boiler_manufacturer, + system_type, + boiler_fuel_type, + boiler_nominal_thermal_output, + None, + None, + None, + None, + boiler_heat_efficiency, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None) + generation_components.append(boiler_component) + for heat_pump in heat_pumps: + heat_pump_id = heat_pump['@generation_id'] + heat_pump_name = heat_pump['@name'] + heat_pump_model_name = heat_pump['@modelName'] + heat_pump_manufacturer = heat_pump['@manufacturer'] + system_type = 'heat pump' + heat_pump_fuel_type = heat_pump['@fuel'] + heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) + heat_pump_modulation_range = float(heat_pump['@modulationRange']) + heat_pump_source_type = heat_pump['@heatSource'] + heat_pump_supply_medium = heat_pump['@supply_medium'] + heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) + heat_pump_maximum_heating_temperature = float(heat_pump['@maxHeatingSupTemperature']) + heat_pump_minimum_heating_temperature = float(heat_pump['@minHeatingSupTemperature']) + heat_pump_maximum_cooling_temperature = float(heat_pump['@maxCoolingSupTemperature']) + heat_pump_minimum_cooling_temperature = float(heat_pump['@minCoolingSupTemperature']) + cop_curve_type = heat_pump['performance_curve']['@curve_type'] + parameters = heat_pump['performance_curve']['parameters'] + coefficients = list(heat_pump['performance_curve']['coefficients'].values()) + cop_curve = PerformanceCurves(cop_curve_type, parameters, coefficients) -# return system_configurations + heat_pump_component = GenerationSystem(heat_pump_id, + heat_pump_name, + heat_pump_model_name, + heat_pump_manufacturer, + system_type, + heat_pump_fuel_type, + heat_pump_nominal_thermal_output, + None, + None, + heat_pump_source_type, + heat_pump_supply_medium, + heat_pump_nominal_cop, + None, + None, + None, + None, + None, + None, + None, + None, + heat_pump_maximum_heating_temperature, + heat_pump_minimum_heating_temperature, + heat_pump_maximum_cooling_temperature, + heat_pump_minimum_cooling_temperature, + None, + None, + cop_curve, + None, + None, + None, + None, + None) + generation_components.append(heat_pump_component) + for pv in photovoltaics: + pv_id = pv['@generation_id'] + pv_name = pv['@name'] + pv_model_name = pv['@modelName'] + pv_manufacturer = pv['@manufacturer'] + pv_electricity_efficiency = pv['@nominalEfficiency'] + pv_nominal_electricity_output = pv['@nominalPower'] + nominal_ambient_temperature = float(pv['@nominalAmbientTemperature']) + nominal_cell_temperature = float(pv['@nominalCellTemperature']) + nominal_radiation = float(pv['@nominalRadiation']) + standard_test_condition_cell_temperature = float(pv['@STCCellTemperature']) + standard_test_condition_maximum_power = float(pv['@STCMaxPower']) + cell_temperature_coefficient = float(pv['@CellTemperatureCoefficient']) + width = float(pv['@width']) + height = float(pv['@height']) - # def _load_generation_components(self): - # generation_components = [] - # boilers = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['boilers'] - # heat_pumps = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['heatPumps'] - # photovoltaics = self._archetypes['encomp:EnergySystemCatalog']['energycomponent']['photovoltaicModules'] - # for boiler in boilers: - # boiler_model_name = boiler['@modelName'] - # boiler_manufacturer = boiler['@manufacturer'] - # system_type = 'boiler' - # boiler_fuel_type = boiler['@fuel'] - # boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) - # boiler_modulation_range = float(boiler['@modulationRange']) - # boiler_heat_efficiency = float(boiler['@nominalEfficiency']) - # - # boiler_component = GenerationSystem(boiler_model_name, - # boiler_manufacturer, - # system_type, - # boiler_fuel_type, - # boiler_nominal_thermal_output, - # boiler_modulation_range, - # None, - # None, - # boiler_heat_efficiency, - # None, - # None, - # None, - # None, - # None, - # None, - # None, - # None, - # None) - # generation_components.append(boiler_component) - # for heat_pump in heat_pumps: - # heat_pump_model_name = heat_pump['@modelName'] - # heat_pump_manufacturer = heat_pump['@manufacturer'] - # system_type = 'heat pump' - # heat_pump_fuel_type = heat_pump['@fuel'] - # heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) - # heat_pump_modulation_range = float(heat_pump['@modulationRange']) - # heat_pump_source_type = heat_pump['@heatSource'] - # heat_pump_supply_medium = heat_pump['@supply_medium'] - # heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) - # heat_pump_maximum_heating_temperature = float(heat_pump['@maxHeatingSupTemperature']) - # heat_pump_minimum_heating_temperature = float(heat_pump['@minHeatingSupTemperature']) - # heat_pump_maximum_cooling_temperature = float(heat_pump['@maxCoolingSupTemperature']) - # heat_pump_minimum_cooling_temperature = float(heat_pump['@minCoolingSupTemperature']) - # - # heat_pump_component = GenerationSystem(heat_pump_model_name, - # heat_pump_manufacturer, - # system_type, - # heat_pump_fuel_type, - # heat_pump_nominal_thermal_output, - # heat_pump_modulation_range, - # heat_pump_source_type, - # heat_pump_supply_medium, - # heat_pump_nominal_cop, - # None, - # None, - # None, - # None, - # None, - # heat_pump_maximum_heating_temperature, - # heat_pump_minimum_heating_temperature, - # heat_pump_maximum_cooling_temperature, - # heat_pump_minimum_cooling_temperature) - # generation_components.append(heat_pump_component) - # for pv in photovoltaics: - # nominal_ambient_temperature = float(pv['@nominalAmbientTemperature']) - # nominal_cell_temperature = float(pv['@nominalCellTemperature']) - # nominal_radiation = float(pv['@nominalRadiation']) - # standard_test_condition_cell_temperature = float(pv['@STCCellTemperature']) - # standard_test_condition_maximum_power = float(pv['@STCMaxPower']) - # cell_temperature_coefficient = float(pv['@CellTemperatureCoefficient']) - # width = float(pv['@width']) - # height = float(pv['@height']) - # pv_model_name = pv['@modelName'] - # pv_manufacturer = pv['@manufacturer'] - # pv_electricity_efficiency = pv['@nominalEfficiency'] - # pv_nominal_electricity_output = pv['@nominalPower'] - # pv_component = PvGenerationSystem(nominal_ambient_temperature, - # nominal_cell_temperature, - # nominal_radiation, - # standard_test_condition_cell_temperature, - # standard_test_condition_maximum_power, - # cell_temperature_coefficient, - # width, - # height, - # pv_model_name, - # pv_manufacturer, - # pv_electricity_efficiency, - # pv_nominal_electricity_output) - # generation_components.append(pv_component) - # return generation_components + pv_component = PvGenerationSystem(pv_id, + pv_name, + pv_model_name, + pv_manufacturer, + pv_electricity_efficiency, + pv_nominal_electricity_output, + nominal_ambient_temperature, + nominal_cell_temperature, + nominal_radiation, + standard_test_condition_cell_temperature, + standard_test_condition_maximum_power, + cell_temperature_coefficient, + width, + height) + generation_components.append(pv_component) + for template in templates: + system_id = template['@generation_id'] + system_name = template['@name'] + if "Boiler" in system_name: + system_type = 'boiler' + fuel_type = template['@fuel'] + heat_efficiency = float(template['@nominalEfficiency']) + source_medium = None + supply_medium = None + boiler_template = GenerationSystem(system_id, + system_name, + None, + None, + system_type, + fuel_type, + None, + None, + None, + source_medium, + supply_medium, + heat_efficiency, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None) + generation_components.append(boiler_template) + elif "Heat Pump" in system_name: + system_type = 'heat pump' + fuel_type = template['@fuel'] + heat_efficiency = template['@nominalCOP'] + source_medium = template['@heatSource'] + supply_medium = template['@supply_medium'] + heat_pump_template = GenerationSystem(system_id, + system_name, + None, + None, + system_type, + fuel_type, + None, + None, + None, + source_medium, + supply_medium, + heat_efficiency, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None) + generation_components.append(heat_pump_template) + else: + electricity_efficiency = float(template['@nominalEfficiency']) + height = float(template['@height']) + width = float(template['@width']) + pv_template = PvGenerationSystem(system_id, + system_name, + None, + None, + electricity_efficiency, + None, + None, + None, + None, + None, + None, + None, + width, + height) + generation_components.append(pv_template) + + return generation_components def _load_storage_components(self): storage_components = [] thermal_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['thermalStorages'] + template_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['templateStorages'] for tes in thermal_storages: storage_id = tes['@storage_id'] name = tes['@name'] @@ -196,30 +316,57 @@ class NorthAmericaEnergySystemCatalog(Catalog): layers, maximum_operating_temperature) storage_components.append(storage_component) + + for template in template_storages: + storage_id = template['@storage_id'] + name = template['@name'] + maximum_temperature = template['@maxTemp'] + materials = self._load_materials() + insulation_material_name = template['@insulationMaterial'] + insulation_material = self._search_material(materials, insulation_material_name) + material_name = template['@tankMaterial'] + tank_material = self._search_material(materials, material_name) + thickness = float(template['@insulationThickness']) / 100 # from cm to m + insulation_layer = Layer(None, 'insulation', insulation_material, thickness) + thickness = float(template['@tankThickness']) / 100 # from cm to m + tank_layer = Layer(None, 'insulation', tank_material, thickness) + # the convention is from outside to inside + layers = [insulation_layer, tank_layer] + storage_component = EnergyStorageSystem(storage_id, + name, + None, + None, + 'thermal', + None, + None, + None, + None, + None, + None, + None, + layers, + maximum_temperature) + storage_components.append(storage_component) return storage_components # def _load_systems(self): - # systems = [] - # catalog_systems = self._archetypes['encomp:EnergySystemCatalog']['energysystemconfiguration'] - # for catalog_system in catalog_systems: - # system_configuration = catalog_system['@configurationName'] - # demands = catalog_system['demands'] - # demand_types = [] - # for demand in demands: - # name = demand['@name'] - # demand_types.append(name) + # _catalog_systems = [] + # systems = self._archetypes['EnergySystemCatalog']['systems']['system'] + # for system in systems: + # system_id = system['@id'] + # name = system['@name'] + # generation_components = + # # energy_system = System(None, - # None, - # system_configuration, - # demand_types, + # system_id, # None, # None, # None, # None, # None, # None) - # systems.append(energy_system) - # return systems + # _catalog_systems.append(energy_system) + # return _catalog_systems def _load_materials(self): materials = [] diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index c9618448..0f8f8728 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -40,12 +40,12 @@ - - - - - - + + + + + + @@ -59,7 +59,7 @@ - + From 3deb63b14a4bb36a07554b5e9b4d2c8ae0917f39 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 23 Aug 2023 17:09:55 -0400 Subject: [PATCH 027/101] north_america_energy_system_catalog.py is completed montreal_custom_catalog.py is fixed --- .../energy_systems/energy_storage_system.py | 4 +- .../data_models/energy_systems/system.py | 18 +- .../energy_systems/montreal_custom_catalog.py | 26 ++- .../north_america_energy_system_catalog.py | 176 ++++++++++++++---- .../energy_systems/north_america_systems.xml | 26 +-- tests/test_systems_catalog.py | 3 + 6 files changed, 190 insertions(+), 63 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index f898af34..be1c4413 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -34,7 +34,7 @@ class EnergyStorageSystem: self._maximum_operating_temperature = maximum_operating_temperature @property - def stroage_id(self): + def id(self): """ Get storage id :return: string @@ -151,7 +151,7 @@ class EnergyStorageSystem: for _layer in self.layers: _layers.append(_layer.to_dictionary()) content = {'Storage component': { - 'storage id': self.stroage_id, + 'storage id': self.id, 'name': self.name, 'model name': self.model_name, 'manufacturer': self.manufacturer, diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index dc1337ca..96d8a08c 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -115,14 +115,14 @@ class System: _storage_system = [_storage.to_dictionary() for _storage in self.energy_storage_system] if self.energy_storage_system is not None else None - content = {'Layer': {'id': self.id, - 'name': self.name, - 'level of detail': self.lod, - 'demand types': self.demand_types, - 'Generation system(s)': _generation_systems, - 'distribution system': _distribution_system, - 'emission system': _emission_system, - 'energy storage system': _storage_system, - } + content = {'system': {'id': self.id, + 'name': self.name, + 'level of detail': self.lod, + 'demand types': self.demand_types, + 'Generation system(s)': _generation_systems, + 'distribution system': _distribution_system, + 'emission system': _emission_system, + 'energy storage system': _storage_system, + } } return content diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 0336c940..d8c7630c 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -40,7 +40,8 @@ class MontrealCustomCatalog(Catalog): self._catalog_systems, self._catalog_generation_equipments, self._catalog_distribution_equipments, - self._catalog_emission_equipments) + self._catalog_emission_equipments, + storages=None) def _load_generation_equipments(self): _equipments = [] @@ -62,14 +63,34 @@ class MontrealCustomCatalog(Catalog): storage = literal_eval(equipment['storage'].capitalize()) generation_system = GenerationSystem(equipment_id, name, + None, + None, equipment_type, fuel_type, None, + None, + None, + None, + None, heating_efficiency, + None, + None, + None, cooling_efficiency, electricity_efficiency, None, None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, + None, storage, None) @@ -153,7 +174,8 @@ class MontrealCustomCatalog(Catalog): demands, _generation_equipment, _distribution_equipment, - _emission_equipment)) + _emission_equipment, + energy_storage_systems=None)) return _catalog_systems def _load_archetypes(self): diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index e0f7a3de..b4783f71 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -6,21 +6,18 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from ast import literal_eval + import xmltodict from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem -from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves from hub.catalog_factories.data_models.energy_systems.archetype import Archetype from hub.catalog_factories.data_models.construction.material import Material from hub.catalog_factories.data_models.construction.layer import Layer -import hub.helpers.constants as cte class NorthAmericaEnergySystemCatalog(Catalog): @@ -33,12 +30,16 @@ class NorthAmericaEnergySystemCatalog(Catalog): with open(path, 'r', encoding='utf-8') as xml: self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules', 'templateStorages']) self._generation_components = self._load_generation_components() - print(self._generation_components) - print(len(self._generation_components)) self._storage_components = self._load_storage_components() - print(self._storage_components) - # self._systems = self._load_systems() - # print(self._load_systems()) + self._systems = self._load_systems() + self._system_archetypes = self._load_archetypes() + print(self._system_archetypes) + self._content = Content(self._system_archetypes, + self._systems, + self._generation_components, + None, + None, + self._storage_components) def _load_generation_components(self): generation_components = [] @@ -299,7 +300,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(tes['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'insulation', tank_material, thickness) - # the convention is from outside to inside + # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = EnergyStorageSystem(storage_id, name, @@ -330,7 +331,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(template['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'insulation', tank_material, thickness) - # the convention is from outside to inside + # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = EnergyStorageSystem(storage_id, name, @@ -349,24 +350,44 @@ class NorthAmericaEnergySystemCatalog(Catalog): storage_components.append(storage_component) return storage_components - # def _load_systems(self): - # _catalog_systems = [] - # systems = self._archetypes['EnergySystemCatalog']['systems']['system'] - # for system in systems: - # system_id = system['@id'] - # name = system['@name'] - # generation_components = - # - # energy_system = System(None, - # system_id, - # None, - # None, - # None, - # None, - # None, - # None) - # _catalog_systems.append(energy_system) - # return _catalog_systems + def _load_systems(self): + _catalog_systems = [] + systems = self._archetypes['EnergySystemCatalog']['systems']['system'] + for system in systems: + system_id = system['@id'] + name = system['name'] + demands = system['demands']['demand'] + generation_components = system['components']['generation_id'] + generation_systems = self._search_generation_equipment(self._load_generation_components(), generation_components) + if 'storage_id' in system['components'].keys(): + storage_components = system['components']['storage_id'] + storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_components) + else: + storage_systems = None + energy_system = System(None, + system_id, + name, + demands, + generation_systems, + None, + None, + storage_systems) + _catalog_systems.append(energy_system) + return _catalog_systems + + def _load_archetypes(self): + _system_archetypes = [] + system_clusters = self._archetypes['EnergySystemCatalog']['system_archetypes']['system_archetype'] + for system_cluster in system_clusters: + name = system_cluster['name'] + systems = system_cluster['systems']['system_id'] + _systems = [] + for system in systems: + for system_archetype in self._systems: + if int(system_archetype.id) == int(system): + _systems.append(system_archetype) + _system_archetypes.append(Archetype(None, name, _systems)) + return _system_archetypes def _load_materials(self): materials = [] @@ -398,12 +419,93 @@ class NorthAmericaEnergySystemCatalog(Catalog): if _material is None: raise ValueError(f'Material not found in catalog [{material_name}]') - def _load_demands(self): - demands = [] - _demands = self._archetypes['encomp:EnergySystemCatalog']['energydemand'] - for _demand in _demands: - demand_type = _demand['@name'] - demands.append(demand_type) - return demands + @staticmethod + def _search_generation_equipment(generation_systems, generation_id): + _generation_systems = [] + for generation in generation_systems: + if generation.id in generation_id: + _generation_systems.append(generation) + if len(_generation_systems) == 0: + _generation_systems = None + raise ValueError(f'The system with the following id is not found in catalog [{generation_id}]') + return _generation_systems - # def _search_demands(self, config_name): + @staticmethod + def _search_storage_equipment(storage_systems, storage_id): + _storage_systems = [] + for storage in storage_systems: + if storage.id in storage_id: + _storage_systems.append(storage) + if len(_storage_systems) == 0: + _storage_systems_systems = None + raise ValueError(f'The system with the following id is not found in catalog [{storage_id}]') + return _storage_systems + + def names(self, category=None): + """ + Get the catalog elements names + :parm: optional category filter + """ + if category is None: + _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'storage_equipments': []} + for archetype in self._content.archetypes: + _names['archetypes'].append(archetype.name) + for system in self._content.systems: + _names['systems'].append(system.name) + for equipment in self._content.generation_equipments: + _names['generation_equipments'].append(equipment.name) + for equipment in self._content.storage_equipments: + _names['storage_equipments'].append(equipment.name) + else: + _names = {category: []} + if category.lower() == 'archetypes': + for archetype in self._content.archetypes: + _names[category].append(archetype.name) + elif category.lower() == 'systems': + for system in self._content.systems: + _names[category].append(system.name) + elif category.lower() == 'generation_equipments': + for system in self._content.generation_equipments: + _names[category].append(system.name) + elif category.lower() == 'storage_equipments': + for system in self._content.storage_equipments: + _names[category].append(system.name) + else: + raise ValueError(f'Unknown category [{category}]') + return _names + + def entries(self, category=None): + """ + Get the catalog elements + :parm: optional category filter + """ + if category is None: + return self._content + if category.lower() == 'archetypes': + return self._content.archetypes + if category.lower() == 'systems': + return self._content.systems + if category.lower() == 'generation_equipments': + return self._content.generation_equipments + if category.lower() == 'storage_equipments': + return self._content.storage_equipments + raise ValueError(f'Unknown category [{category}]') + + def get_entry(self, name): + """ + Get one catalog element by names + :parm: entry name + """ + for entry in self._content.archetypes: + if entry.name.lower() == name.lower(): + return entry + for entry in self._content.systems: + if entry.name.lower() == name.lower(): + return entry + for entry in self._content.generation_equipments: + if entry.name.lower() == name.lower(): + return entry + for entry in self._content.storage_equipments: + if entry.name.lower() == name.lower(): + return entry + raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 0f8f8728..4584ac16 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -71,8 +71,8 @@ Air Source Heat Pump with Natural Gas Boiler and thermal storage - 1 - 2 + heating + domestic_hot_water 16 @@ -83,8 +83,8 @@ Air Source Heat Pump with Electrical Boiler and thermal storage - 1 - 2 + heating + domestic_hot_water 17 @@ -95,8 +95,8 @@ Ground Source Heat Pump with Natural Gas Boiler and thermal storage - 1 - 2 + heating + domestic_hot_water 16 @@ -107,8 +107,8 @@ Ground Source Heat Pump with Electrical Boiler and thermal storage - 1 - 2 + heating + domestic_hot_water 17 @@ -119,8 +119,8 @@ Water Source Heat Pump with Natural Gas Boiler and thermal storage - 1 - 2 + heating + domestic_hot_water 16 @@ -131,8 +131,8 @@ Water Source Heat Pump with Electrical Boiler and thermal storage - 1 - 2 + heating + domestic_hot_water 17 @@ -143,7 +143,7 @@ Photovoltaic System - 3 + electricity 21 diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 48446d50..8747acb4 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -37,3 +37,6 @@ class TestSystemsCatalog(TestCase): def test_north_america_systems_catalog(self): catalog = EnergySystemsCatalogFactory('north_america').catalog + + def test_montreal_catalog(self): + catalog = EnergySystemsCatalogFactory('montreal_custom').catalog From fe0a2d3003682ae9abede4557bf638d02436e8a5 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 24 Aug 2023 15:09:17 -0400 Subject: [PATCH 028/101] north_america_energy_system_catalog.py is completed and all the bugs have been resolved. --- .../energy_systems/pv_generation_system.py | 4 +++- .../north_america_energy_system_catalog.py | 24 ++++++++++++------- tests/test_systems_catalog.py | 4 ++-- 3 files changed, 21 insertions(+), 11 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 5c03c3f3..9bc50823 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -110,7 +110,9 @@ class PvGenerationSystem(GenerationSystem): def to_dictionary(self): """Class content to dictionary""" - content = {'Photovoltaic Module': { + content = {'Energy Generation component': { + 'id': self.id, + 'name': self.name, 'model name': self.model_name, 'manufacturer': self.manufacturer, 'type': self.system_type, diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index b4783f71..6a414703 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -33,13 +33,13 @@ class NorthAmericaEnergySystemCatalog(Catalog): self._storage_components = self._load_storage_components() self._systems = self._load_systems() self._system_archetypes = self._load_archetypes() - print(self._system_archetypes) self._content = Content(self._system_archetypes, self._systems, self._generation_components, None, None, self._storage_components) + print(self._content) def _load_generation_components(self): generation_components = [] @@ -381,11 +381,11 @@ class NorthAmericaEnergySystemCatalog(Catalog): for system_cluster in system_clusters: name = system_cluster['name'] systems = system_cluster['systems']['system_id'] + integer_system_ids = [int(item) for item in systems] _systems = [] - for system in systems: - for system_archetype in self._systems: - if int(system_archetype.id) == int(system): - _systems.append(system_archetype) + for system_archetype in self._systems: + if int(system_archetype.id) in integer_system_ids: + _systems.append(system_archetype) _system_archetypes.append(Archetype(None, name, _systems)) return _system_archetypes @@ -422,9 +422,17 @@ class NorthAmericaEnergySystemCatalog(Catalog): @staticmethod def _search_generation_equipment(generation_systems, generation_id): _generation_systems = [] - for generation in generation_systems: - if generation.id in generation_id: - _generation_systems.append(generation) + if type(generation_id) == list: + integer_ids = [int(item) for item in generation_id] + for generation in generation_systems: + if int(generation.id) in integer_ids: + _generation_systems.append(generation) + else: + integer_id = int(generation_id) + for generation in generation_systems: + if int(generation.id) == integer_id: + _generation_systems.append(generation) + if len(_generation_systems) == 0: _generation_systems = None raise ValueError(f'The system with the following id is not found in catalog [{generation_id}]') diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 8747acb4..2fb40758 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -38,5 +38,5 @@ class TestSystemsCatalog(TestCase): def test_north_america_systems_catalog(self): catalog = EnergySystemsCatalogFactory('north_america').catalog - def test_montreal_catalog(self): - catalog = EnergySystemsCatalogFactory('montreal_custom').catalog + # def test_montreal_catalog(self): + # catalog = EnergySystemsCatalogFactory('montreal_custom').catalog From 43e5bb7310767a71032a28fbf5aed750aa7f73cc Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Fri, 25 Aug 2023 10:22:46 -0400 Subject: [PATCH 029/101] nothing is changed --- .../energy_systems/montreal_custom_catalog.py | 1 - tests/test_systems_catalog.py | 8 ++++---- 2 files changed, 4 insertions(+), 5 deletions(-) diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index d8c7630c..39707c0b 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -34,7 +34,6 @@ class MontrealCustomCatalog(Catalog): self._catalog_emission_equipments = self._load_emission_equipments() self._catalog_systems = self._load_systems() self._catalog_archetypes = self._load_archetypes() - # store the full catalog data model in self._content self._content = Content(self._catalog_archetypes, self._catalog_systems, diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 2fb40758..0f9ee878 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -35,8 +35,8 @@ class TestSystemsCatalog(TestCase): with self.assertRaises(IndexError): catalog.get_entry('unknown') - def test_north_america_systems_catalog(self): - catalog = EnergySystemsCatalogFactory('north_america').catalog + # def test_north_america_systems_catalog(self): + # catalog = EnergySystemsCatalogFactory('north_america').catalog - # def test_montreal_catalog(self): - # catalog = EnergySystemsCatalogFactory('montreal_custom').catalog + def test_montreal_catalog(self): + catalog = EnergySystemsCatalogFactory('montreal_custom').catalog From 5d4813f2f609167b7d4c4793fc11a9b505a1a360 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Mon, 28 Aug 2023 10:18:18 -0400 Subject: [PATCH 030/101] some changes in code to be reviewed by Saeed --- .../energy_systems/distribution_system.py | 2 -- .../energy_systems/energy_storage_system.py | 4 +-- .../energy_systems/generation_system.py | 28 +++++++++---------- .../energy_systems/performance_curves.py | 17 +++++++---- .../energy_systems/pv_generation_system.py | 8 +++--- .../data_models/energy_systems/system.py | 1 + .../north_america_energy_system_catalog.py | 4 +-- .../energy_systems/north_america_systems.xml | 6 ++-- tests/test_systems_catalog.py | 4 +-- 9 files changed, 40 insertions(+), 34 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index 1e4aa96f..cac9b2b3 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -6,8 +6,6 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from hub.catalog_factories.data_models.construction.material import Material - class DistributionSystem: """ diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index be1c4413..98523ac2 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -2,8 +2,8 @@ Energy System catalog heat generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from __future__ import annotations diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index 7c382dee..afc7c5c4 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -20,7 +20,7 @@ class GenerationSystem: maximum_heat_output, minimum_heat_output, source_medium, supply_medium, heat_efficiency, nominal_cooling_output, maximum_cooling_output, minimum_cooling_output, cooling_efficiency, electricity_efficiency, source_temperature, source_mass_flow, nominal_electricity_output, - maximum_heating_supply_temperature, minimum_heating_supply_temperature, + maximum_heat_supply_temperature, minimum_heat_supply_temperature, maximum_cooling_supply_temperature, minimum_cooling_supply_temperature, heat_output_curve, heat_fuel_consumption_curve, heat_efficiency_curve, cooling_output_curve, cooling_fuel_consumption_curve, cooling_efficiency_curve, storage, auxiliary_equipment): @@ -33,19 +33,19 @@ class GenerationSystem: self._nominal_thermal_output = nominal_thermal_output self._maximum_heat_output = maximum_heat_output self._minimum_heat_output = minimum_heat_output - self._source_medium = source_medium - self._supply_medium = supply_medium self._heat_efficiency = heat_efficiency self._nominal_cooling_output = nominal_cooling_output self._maximum_cooling_output = maximum_cooling_output self._minimum_cooling_output = minimum_cooling_output self._cooling_efficiency = cooling_efficiency self._electricity_efficiency = electricity_efficiency + self._nominal_electricity_output = nominal_electricity_output + self._source_medium = source_medium self._source_temperature = source_temperature self._source_mass_flow = source_mass_flow - self._nominal_electricity_output = nominal_electricity_output - self._maximum_heating_supply_temperature = maximum_heating_supply_temperature - self._minimum_heating_supply_temperature = minimum_heating_supply_temperature + self._supply_medium = supply_medium + self._maximum_heat_supply_temperature = maximum_heat_supply_temperature + self._minimum_heat_supply_temperature = minimum_heat_supply_temperature self._maximum_cooling_supply_temperature = maximum_cooling_supply_temperature self._minimum_cooling_supply_temperature = minimum_cooling_supply_temperature self._heat_output_curve = heat_output_curve @@ -218,20 +218,20 @@ class GenerationSystem: return self._nominal_electricity_output @property - def maximum_heating_supply_temperature(self): + def maximum_heat_supply_temperature(self): """ - Get the maximum heating supply temperature in degree Celsius + Get the maximum heat supply temperature in degree Celsius :return: float """ - return self._minimum_heating_supply_temperature + return self._minimum_heat_supply_temperature @property - def minimum_heating_supply_temperature(self): + def minimum_heat_supply_temperature(self): """ - Get the minimum heating supply temperature in degree Celsius + Get the minimum heat supply temperature in degree Celsius :return: float """ - return self._minimum_heating_supply_temperature + return self._minimum_heat_supply_temperature @property def maximum_cooling_supply_temperature(self): @@ -339,8 +339,8 @@ class GenerationSystem: 'cooling efficiency': self.cooling_efficiency, 'electricity efficiency': self.electricity_efficiency, 'nominal power output [W]': self.nominal_electricity_output, - 'maximum heating supply temperature [Celsius]': self.maximum_heating_supply_temperature, - 'minimum heating supply temperature [Celsius]': self.minimum_heating_supply_temperature, + 'maximum heating supply temperature [Celsius]': self.maximum_heat_supply_temperature, + 'minimum heating supply temperature [Celsius]': self.minimum_heat_supply_temperature, 'maximum cooling supply temperature [Celsius]': self.maximum_cooling_supply_temperature, 'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature, 'heat output curve': self.heat_output_curve, diff --git a/hub/catalog_factories/data_models/energy_systems/performance_curves.py b/hub/catalog_factories/data_models/energy_systems/performance_curves.py index fb9b74ff..b713fd44 100644 --- a/hub/catalog_factories/data_models/energy_systems/performance_curves.py +++ b/hub/catalog_factories/data_models/energy_systems/performance_curves.py @@ -2,14 +2,13 @@ Energy System catalog heat generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from __future__ import annotations - class PerformanceCurves: """ Parameter function class @@ -28,17 +27,25 @@ class PerformanceCurves: Exponential =>>> y = a*(b**x) Polynomial =>>> y = a*(x**2) + b*x + c Power =>>> y = a*(x**b) - Second degree multivariable =>>> y = a*(x**2) + b*x + c*x*y + d*y + e*(y**2) + f + Second degree multivariable =>>> y = a*(x**2) + b*x + c*x*z + d*z + e*(z**2) + f Get the type of function from ['linear', 'exponential', 'polynomial', 'power', 'second degree multivariable'] :return: string """ return self._curve_type + @property + def function(self): + """ + y (e.g. COP in COP = a*source temperature**2... ) + """ + return self._function + @property def parameters(self): """ - Get the list of parameters involved in fitting process as ['y', 'x', 'z'] + Get the list of parameters involved in fitting process as ['x', 'z'] (e.g. [source temperature, supply temperature] + in COP=) :return: string """ return self._parameters diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 9bc50823..1cbe69e5 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -2,8 +2,8 @@ Energy System catalog heat generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from __future__ import annotations @@ -28,8 +28,8 @@ class PvGenerationSystem(GenerationSystem): cooling_efficiency=None, electricity_efficiency=electricity_efficiency, source_temperature=None, source_mass_flow=None, nominal_electricity_output=nominal_electricity_output, - maximum_heating_supply_temperature=None, - minimum_heating_supply_temperature=None, + maximum_heat_supply_temperature=None, + minimum_heat_supply_temperature=None, maximum_cooling_supply_temperature=None, minimum_cooling_supply_temperature=None, heat_output_curve=None, heat_fuel_consumption_curve=None, heat_efficiency_curve=None, diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 96d8a08c..0d4667d3 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -36,6 +36,7 @@ class System: self._emission_system = emission_system self._generation_systems = generation_systems self._energy_storage_systems = energy_storage_systems + self._configuration = configuration @property def lod(self): diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 6a414703..933ddc62 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -2,8 +2,8 @@ North america energy system catalog SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2022 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 4584ac16..6fe12090 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -1,5 +1,6 @@ + ./schemas/ @@ -129,7 +130,7 @@ - Water Source Heat Pump with Electrical Boiler and thermal storage + Water Source Heat Pump with Electrical Boiler and thermal storage\ heating domestic_hot_water @@ -197,8 +198,7 @@ - + - diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 0f9ee878..8747acb4 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -35,8 +35,8 @@ class TestSystemsCatalog(TestCase): with self.assertRaises(IndexError): catalog.get_entry('unknown') - # def test_north_america_systems_catalog(self): - # catalog = EnergySystemsCatalogFactory('north_america').catalog + def test_north_america_systems_catalog(self): + catalog = EnergySystemsCatalogFactory('north_america').catalog def test_montreal_catalog(self): catalog = EnergySystemsCatalogFactory('montreal_custom').catalog From 24a670755ad44532f69797233322c642a35dd0f9 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 28 Aug 2023 18:37:55 -0400 Subject: [PATCH 031/101] performance_curves.py is fixed material_name is replaced with material_id in north_america_energy_system_catalog.py The unused variables are fixed. The code is modified to accommodate the reorganization Pilar did in generation_systems The system.py is modified to be able to accommodate more than one distribution or emission system --- .../energy_systems/performance_curves.py | 13 ++-- .../data_models/energy_systems/system.py | 24 +++--- .../north_america_energy_system_catalog.py | 78 ++++++++++--------- .../energy_systems/north_america_systems.xml | 71 +++++++++++------ 4 files changed, 107 insertions(+), 79 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/performance_curves.py b/hub/catalog_factories/data_models/energy_systems/performance_curves.py index b713fd44..65cc0878 100644 --- a/hub/catalog_factories/data_models/energy_systems/performance_curves.py +++ b/hub/catalog_factories/data_models/energy_systems/performance_curves.py @@ -14,8 +14,9 @@ class PerformanceCurves: Parameter function class """ - def __init__(self, curve_type, parameters, coefficients): + def __init__(self, curve_type, dependant_variable, parameters, coefficients): self._curve_type = curve_type + self._dependant_variable = dependant_variable self._parameters = parameters self._coefficients = coefficients @@ -35,11 +36,12 @@ class PerformanceCurves: return self._curve_type @property - def function(self): + def dependant_variable(self): """ - y (e.g. COP in COP = a*source temperature**2... ) + y (e.g. COP in COP = a*source temperature**2 + b*source temperature + c*source temperature*supply temperature + + d*supply temperature + e*supply temperature**2 + f) """ - return self._function + return self._dependant_variable @property def parameters(self): @@ -62,7 +64,8 @@ class PerformanceCurves: """Class content to dictionary""" content = {'Parameter Function': { 'curve type': self.curve_type, - 'parameters': self.parameters, + 'dependant variable': self.dependant_variable, + 'parameter(s)': self.parameters, 'coefficients': self.coefficients, } } diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 0d4667d3..9dd0ab83 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -36,7 +36,7 @@ class System: self._emission_system = emission_system self._generation_systems = generation_systems self._energy_storage_systems = energy_storage_systems - self._configuration = configuration + # self._configuration = configuration @property def lod(self): @@ -79,7 +79,7 @@ class System: return self._generation_systems @property - def distribution_system(self) -> Union[None, DistributionSystem]: + def distribution_system(self) -> Union[None, List[DistributionSystem]]: """ Get distribution system :return: DistributionSystem @@ -87,7 +87,7 @@ class System: return self._distribution_system @property - def emission_system(self) -> Union[None, EmissionSystem]: + def emission_system(self) -> Union[None, List[EmissionSystem]]: """ Get emission system :return: EmissionSystem @@ -107,12 +107,10 @@ class System: _generation_systems = [] for _generation in self.generation_systems: _generation_systems.append(_generation.to_dictionary()) - _distribution_system = None - if self.distribution_system is not None: - _distribution_system = self.distribution_system.to_dictionary() - _emission_system = None - if self.emission_system is not None: - _emission_system = self.emission_system.to_dictionary() + _distribution_system = [_distribution.to_dictionary() for _distribution in + self.distribution_system] if self.distribution_system is not None else None + _emission_system = [_emission.to_dictionary() for _emission in + self.emission_system] if self.emission_system is not None else None _storage_system = [_storage.to_dictionary() for _storage in self.energy_storage_system] if self.energy_storage_system is not None else None @@ -120,10 +118,10 @@ class System: 'name': self.name, 'level of detail': self.lod, 'demand types': self.demand_types, - 'Generation system(s)': _generation_systems, - 'distribution system': _distribution_system, - 'emission system': _emission_system, - 'energy storage system': _storage_system, + 'generation system(s)': _generation_systems, + 'distribution system(s)': _distribution_system, + 'emission system(s)': _emission_system, + 'energy storage system(s)': _storage_system, } } return content diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 933ddc62..ceaacfdd 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -55,7 +55,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): system_type = 'boiler' boiler_fuel_type = boiler['@fuel'] boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) - boiler_maximum_heat_output = float(boiler['@modulationRange']) + boiler_maximum_heat_output = float(boiler['@maximumHeatOutput']) + boiler_minimum_heat_output = float(boiler['@minimumHeatOutput']) boiler_heat_efficiency = float(boiler['@nominalEfficiency']) boiler_component = GenerationSystem(boiler_id, @@ -65,8 +66,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): system_type, boiler_fuel_type, boiler_nominal_thermal_output, - None, - None, + boiler_maximum_heat_output, + boiler_minimum_heat_output, None, None, boiler_heat_efficiency, @@ -99,18 +100,20 @@ class NorthAmericaEnergySystemCatalog(Catalog): system_type = 'heat pump' heat_pump_fuel_type = heat_pump['@fuel'] heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) - heat_pump_modulation_range = float(heat_pump['@modulationRange']) - heat_pump_source_type = heat_pump['@heatSource'] + heat_pump_maximum_heat_output = float(heat_pump['@maximumHeatOutput']) + heat_pump_minimum_heat_output = float(heat_pump['@minimumHeatOutput']) + heat_pump_source_medium = heat_pump['@heatSource'] heat_pump_supply_medium = heat_pump['@supply_medium'] heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) - heat_pump_maximum_heating_temperature = float(heat_pump['@maxHeatingSupTemperature']) - heat_pump_minimum_heating_temperature = float(heat_pump['@minHeatingSupTemperature']) - heat_pump_maximum_cooling_temperature = float(heat_pump['@maxCoolingSupTemperature']) - heat_pump_minimum_cooling_temperature = float(heat_pump['@minCoolingSupTemperature']) + heat_pump_maximum_heat_supply_temperature = float(heat_pump['@maxHeatingSupTemperature']) + heat_pump_minimum_heat_supply_temperature = float(heat_pump['@minHeatingSupTemperature']) + heat_pump_maximum_cooling_supply_temperature = float(heat_pump['@maxCoolingSupTemperature']) + heat_pump_minimum_cooling_supply_temperature = float(heat_pump['@minCoolingSupTemperature']) cop_curve_type = heat_pump['performance_curve']['@curve_type'] + dependant_variable = heat_pump['performance_curve']['dependant_variable'] parameters = heat_pump['performance_curve']['parameters'] coefficients = list(heat_pump['performance_curve']['coefficients'].values()) - cop_curve = PerformanceCurves(cop_curve_type, parameters, coefficients) + cop_curve = PerformanceCurves(cop_curve_type, dependant_variable, parameters, coefficients) heat_pump_component = GenerationSystem(heat_pump_id, heat_pump_name, @@ -119,9 +122,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): system_type, heat_pump_fuel_type, heat_pump_nominal_thermal_output, - None, - None, - heat_pump_source_type, + heat_pump_maximum_heat_output, + heat_pump_minimum_heat_output, + heat_pump_source_medium, heat_pump_supply_medium, heat_pump_nominal_cop, None, @@ -132,10 +135,10 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, None, None, - heat_pump_maximum_heating_temperature, - heat_pump_minimum_heating_temperature, - heat_pump_maximum_cooling_temperature, - heat_pump_minimum_cooling_temperature, + heat_pump_minimum_heat_supply_temperature, + heat_pump_minimum_heat_supply_temperature, + heat_pump_maximum_cooling_supply_temperature, + heat_pump_minimum_cooling_supply_temperature, None, None, cop_curve, @@ -288,18 +291,18 @@ class NorthAmericaEnergySystemCatalog(Catalog): name = tes['@name'] model_name = tes['@modelName'] manufacturer = tes['@manufacturer'] - volume = tes['@volume'] - height = tes['@height'] + volume = tes['physical_characteristics']['@volume'] + height = tes['physical_characteristics']['@height'] maximum_operating_temperature = tes['@maxTemp'] materials = self._load_materials() - insulation_material_name = tes['@insulationMaterial'] - insulation_material = self._search_material(materials, insulation_material_name) - material_name = tes['@tankMaterial'] - tank_material = self._search_material(materials, material_name) - thickness = float(tes['@insulationThickness']) / 100 # from cm to m + insulation_material_id = tes['insulation']['@material_id'] + insulation_material = self._search_material(materials, insulation_material_id) + material_id = tes['physical_characteristics']['@material_id'] + tank_material = self._search_material(materials, material_id) + thickness = float(tes['insulation']['@insulationThickness']) / 100 # from cm to m insulation_layer = Layer(None, 'insulation', insulation_material, thickness) - thickness = float(tes['@tankThickness']) / 100 # from cm to m - tank_layer = Layer(None, 'insulation', tank_material, thickness) + thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m + tank_layer = Layer(None, 'tank', tank_material, thickness) # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = EnergyStorageSystem(storage_id, @@ -323,14 +326,14 @@ class NorthAmericaEnergySystemCatalog(Catalog): name = template['@name'] maximum_temperature = template['@maxTemp'] materials = self._load_materials() - insulation_material_name = template['@insulationMaterial'] - insulation_material = self._search_material(materials, insulation_material_name) - material_name = template['@tankMaterial'] - tank_material = self._search_material(materials, material_name) - thickness = float(template['@insulationThickness']) / 100 # from cm to m + insulation_material_id = tes['insulation']['@material_id'] + insulation_material = self._search_material(materials, insulation_material_id) + material_id = tes['physical_characteristics']['@material_id'] + tank_material = self._search_material(materials, material_id) + thickness = float(tes['insulation']['@insulationThickness']) / 100 # from cm to m insulation_layer = Layer(None, 'insulation', insulation_material, thickness) - thickness = float(template['@tankThickness']) / 100 # from cm to m - tank_layer = Layer(None, 'insulation', tank_material, thickness) + thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m + tank_layer = Layer(None, 'tank', tank_material, thickness) # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = EnergyStorageSystem(storage_id, @@ -393,9 +396,10 @@ class NorthAmericaEnergySystemCatalog(Catalog): materials = [] _materials = self._archetypes['EnergySystemCatalog']['materials']['material'] for _material in _materials: + material_id = _material['@material_id'] name = _material['@name'] thermal_conductivity = _material['@thermalConductivity'] - material = Material(None, + material = Material(material_id, name, None, None, @@ -409,15 +413,15 @@ class NorthAmericaEnergySystemCatalog(Catalog): return materials @staticmethod - def _search_material(materials, material_name): + def _search_material(materials, material_id): _material = None for material in materials: - if material.name == material_name: + if int(material.id) == int(material_id): _material = material return _material if _material is None: - raise ValueError(f'Material not found in catalog [{material_name}]') + raise ValueError(f'Material with the id = [{material_id}] not found in catalog ') @staticmethod def _search_generation_equipment(generation_systems, generation_id): diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 6fe12090..285f9de7 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -5,37 +5,37 @@ - - - - - - - - - - - + + + + + + + + + + + - + - COP + COP source_temperature supply_temperature - + - COP + COP source_temperature supply_temperature - + - COP + COP source_temperature supply_temperature @@ -55,13 +55,36 @@ - - - - - - - + + + + + + + + + + + + + + + + + + + + + + + + + + + + + + From 644b1c9346b114dc408723563f4d2348bbfa9de3 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 29 Aug 2023 11:45:02 -0400 Subject: [PATCH 032/101] energy_storage_system.py is modified and inherited by thermal_storage_system.py and electrical_storage_system.py --- .../data_models/energy_systems/archetype.py | 2 + .../data_models/energy_systems/content.py | 7 -- .../electrical_storage_system.py | 90 +++++++++++++++++ .../energy_systems/energy_storage_system.py | 96 +------------------ .../energy_systems/thermal_storage_system.py | 84 ++++++++++++++++ .../north_america_energy_system_catalog.py | 67 ++++++------- tests/test_systems_catalog.py | 6 +- 7 files changed, 211 insertions(+), 141 deletions(-) create mode 100644 hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py create mode 100644 hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/archetype.py b/hub/catalog_factories/data_models/energy_systems/archetype.py index b490ebb9..7f43c5dc 100644 --- a/hub/catalog_factories/data_models/energy_systems/archetype.py +++ b/hub/catalog_factories/data_models/energy_systems/archetype.py @@ -56,3 +56,5 @@ class Archetype: } } return content + + diff --git a/hub/catalog_factories/data_models/energy_systems/content.py b/hub/catalog_factories/data_models/energy_systems/content.py index d3fd9068..f6a03ea0 100644 --- a/hub/catalog_factories/data_models/energy_systems/content.py +++ b/hub/catalog_factories/data_models/energy_systems/content.py @@ -69,11 +69,4 @@ class Content: return content - def __str__(self): - """Print content""" - _archetypes = [] - for _archetype in self.archetypes: - _archetypes.append(_archetype.to_dictionary()) - content = {'Archetypes': _archetypes} - return str(content) diff --git a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py new file mode 100644 index 00000000..a660c08c --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py @@ -0,0 +1,90 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" +from __future__ import annotations +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem + + +class ThermalStorageSystem(EnergyStorageSystem): + """ + Thermal Storage system class + """ + + def __init__(self, storage_id, name, model_name, manufacturer, storage_type, rated_output_power, + nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate): + super().__init__(storage_id=storage_id, name=name, model_name=model_name, + manufacturer=manufacturer) + self._storage_type = storage_type + self._rated_output_power = rated_output_power + self._nominal_efficiency = nominal_efficiency + self._battery_voltage = battery_voltage + self._depth_of_discharge = depth_of_discharge + self._self_discharge_rate = self_discharge_rate + + @property + def storage_type(self): + """ + Get storage type from ['lithium_ion', 'lead_acid', 'NiCd'] + :return: string + """ + return self._storage_type + + @property + def rated_output_power(self): + """ + Get the rated output power of storage system in kW + :return: float + """ + return self._rated_output_power + + @property + def nominal_efficiency(self): + """ + Get the nominal efficiency of the storage system + :return: float + """ + return self._nominal_efficiency + + @property + def battery_voltage(self): + """ + Get the battery voltage in Volt + :return: float + """ + return self._battery_voltage + + @property + def depth_of_discharge(self): + """ + Get the depth of discharge as a percentage + :return: float + """ + return self._depth_of_discharge + + @property + def self_discharge_rate(self): + """ + Get the self discharge rate of battery as a percentage + :return: float + """ + return self._self_discharge_rate + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Storage component': { + 'storage id': self.id, + 'name': self.name, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'rated power [kW]': self.rated_output_power, + 'nominal efficiency': self.nominal_efficiency, + 'battery voltage [V]': self.battery_voltage, + 'depth of discharge': self.depth_of_discharge, + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 98523ac2..2b183e55 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -15,23 +15,12 @@ class EnergyStorageSystem: Energy Storage System Class """ - def __init__(self, storage_id, name, model_name, manufacturer, storage_type, volume, rated_output_power, - nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, height, layers, - maximum_operating_temperature): + def __init__(self, storage_id, name, model_name, manufacturer, storage_type): self._storage_id = storage_id self._name = name self._model_name = model_name self._manufacturer = manufacturer self._storage_type = storage_type - self._physical_volume = volume - self._rated_output_power = rated_output_power - self._nominal_efficiency = nominal_efficiency - self._battery_voltage = battery_voltage - self._depth_of_discharge = depth_of_discharge - self._self_discharge_rate = self_discharge_rate - self._height = height - self._layers = layers - self._maximum_operating_temperature = maximum_operating_temperature @property def id(self): @@ -73,78 +62,6 @@ class EnergyStorageSystem: """ return self._storage_type - @property - def physical_volume(self): - """ - Get the physical volume of the storage system in cubic meters - :return: float - """ - return self._physical_volume - - @property - def rated_output_power(self): - """ - Get the rated output power of storage system in kW - :return: float - """ - return self._rated_output_power - - @property - def nominal_efficiency(self): - """ - Get the nominal efficiency of the storage system - :return: float - """ - return self._nominal_efficiency - - @property - def battery_voltage(self): - """ - Get the battery voltage in Volt - :return: float - """ - return self._battery_voltage - - @property - def depth_of_discharge(self): - """ - Get the depth of discharge as a percentage - :return: float - """ - return self._depth_of_discharge - - @property - def self_discharge_rate(self): - """ - Get the self discharge rate of battery as a percentage - :return: float - """ - return self._self_discharge_rate - - @property - def height(self): - """ - Get the diameter of the storage system in meters - :return: float - """ - return self._height - - @property - def layers(self) -> [Layer]: - """ - Get construction layers - :return: [layer] - """ - return self._layers - - @property - def maximum_operating_temperature(self): - """ - Get maximum operating temperature of the storage system in degree Celsius - :return: float - """ - return self._maximum_operating_temperature - def to_dictionary(self): """Class content to dictionary""" _layers = [] @@ -155,16 +72,7 @@ class EnergyStorageSystem: 'name': self.name, 'model name': self.model_name, 'manufacturer': self.manufacturer, - 'storage type': self.storage_type, - 'physical volume [m3]': self.physical_volume, - 'rated power [kW]': self.rated_output_power, - 'nominal efficiency': self.nominal_efficiency, - 'battery voltage [V]': self.battery_voltage, - 'depth of discharge': self.depth_of_discharge, - 'self discharge rate': self.self_discharge_rate, - 'height [m]': self.height, - 'layers': _layers, - 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + 'storage type': self.storage_type } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py new file mode 100644 index 00000000..ebf0d45b --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -0,0 +1,84 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" +from __future__ import annotations +from hub.catalog_factories.data_models.construction.layer import Layer +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem + + +class ThermalStorageSystem(EnergyStorageSystem): + """ + Thermal Storage system class + """ + + def __init__(self, storage_id, name, model_name, manufacturer, storage_type, volume, height, layers, + maximum_operating_temperature): + super().__init__(storage_id=storage_id, name=name, model_name=model_name, + manufacturer=manufacturer, storage_type=storage_type) + self._volume = volume + self._height = height + self._layers = layers + self._maximum_operating_temperature = maximum_operating_temperature + + @property + def storage_type(self): + """ + Get storage type from ['sensible', 'latent'] + :return: string + """ + return self._storage_type + + @property + def volume(self): + """ + Get the physical volume of the storage system in cubic meters + :return: float + """ + return self._volume + + @property + def height(self): + """ + Get the diameter of the storage system in meters + :return: float + """ + return self._height + + @property + def layers(self) -> [Layer]: + """ + Get construction layers + :return: [layer] + """ + return self._layers + + @property + def maximum_operating_temperature(self): + """ + Get maximum operating temperature of the storage system in degree Celsius + :return: float + """ + return self._maximum_operating_temperature + + def to_dictionary(self): + """Class content to dictionary""" + _layers = [] + for _layer in self.layers: + _layers.append(_layer.to_dictionary()) + content = {'Storage component': { + 'storage id': self.id, + 'name': self.name, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'volume [m3]': self.physical_volume, + 'height [m]': self.height, + 'layers': _layers, + 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + } + } + return content diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index ceaacfdd..a1e4798e 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -6,14 +6,13 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ - import xmltodict from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem -from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem +from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves from hub.catalog_factories.data_models.energy_systems.archetype import Archetype from hub.catalog_factories.data_models.construction.material import Material @@ -40,7 +39,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, self._storage_components) print(self._content) - def _load_generation_components(self): generation_components = [] boilers = self._archetypes['EnergySystemCatalog']['energy_generation_components']['boilers'] @@ -135,7 +133,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, None, None, - heat_pump_minimum_heat_supply_temperature, + heat_pump_maximum_heat_supply_temperature, heat_pump_minimum_heat_supply_temperature, heat_pump_maximum_cooling_supply_temperature, heat_pump_minimum_cooling_supply_temperature, @@ -291,6 +289,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): name = tes['@name'] model_name = tes['@modelName'] manufacturer = tes['@manufacturer'] + storage_type = 'sensible' volume = tes['physical_characteristics']['@volume'] height = tes['physical_characteristics']['@height'] maximum_operating_temperature = tes['@maxTemp'] @@ -303,53 +302,45 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'tank', tank_material, thickness) - # the convention is from outside to inside +# the convention is from outside to inside layers = [insulation_layer, tank_layer] - storage_component = EnergyStorageSystem(storage_id, - name, - model_name, - manufacturer, - 'thermal', - volume, - None, - None, - None, - None, - None, - height, - layers, - maximum_operating_temperature) + storage_component = ThermalStorageSystem(storage_id, + name, + model_name, + manufacturer, + storage_type, + volume, + height, + layers, + maximum_operating_temperature) storage_components.append(storage_component) for template in template_storages: storage_id = template['@storage_id'] name = template['@name'] + storage_type = 'sensible' maximum_temperature = template['@maxTemp'] + height = template['physical_characteristics']['@height'] materials = self._load_materials() - insulation_material_id = tes['insulation']['@material_id'] + insulation_material_id = template['insulation']['@material_id'] insulation_material = self._search_material(materials, insulation_material_id) - material_id = tes['physical_characteristics']['@material_id'] + material_id = template['physical_characteristics']['@material_id'] tank_material = self._search_material(materials, material_id) - thickness = float(tes['insulation']['@insulationThickness']) / 100 # from cm to m + thickness = float(template['insulation']['@insulationThickness']) / 100 # from cm to m insulation_layer = Layer(None, 'insulation', insulation_material, thickness) - thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m + thickness = float(template['physical_characteristics']['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'tank', tank_material, thickness) - # the convention is from outside to inside +# the convention is from outside to inside layers = [insulation_layer, tank_layer] - storage_component = EnergyStorageSystem(storage_id, - name, - None, - None, - 'thermal', - None, - None, - None, - None, - None, - None, - None, - layers, - maximum_temperature) + storage_component = ThermalStorageSystem(storage_id, + name, + None, + None, + storage_type, + None, + height, + layers, + maximum_temperature) storage_components.append(storage_component) return storage_components diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 8747acb4..a0720708 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -38,5 +38,7 @@ class TestSystemsCatalog(TestCase): def test_north_america_systems_catalog(self): catalog = EnergySystemsCatalogFactory('north_america').catalog - def test_montreal_catalog(self): - catalog = EnergySystemsCatalogFactory('montreal_custom').catalog + + + # def test_montreal_catalog(self): + # catalog = EnergySystemsCatalogFactory('montreal_custom').catalog From 6ac63adaaf7d9f2d57ef3a7715494576ff90b3ef Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 12:22:06 -0400 Subject: [PATCH 033/101] separated storage class in three, one abstract --- .../electrical_storage_system.py | 84 +++++++++++++ .../energy_systems/energy_storage_system.py | 114 ++---------------- .../energy_systems/thermal_storage_system.py | 78 ++++++++++++ 3 files changed, 174 insertions(+), 102 deletions(-) create mode 100644 hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py create mode 100644 hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py new file mode 100644 index 00000000..face6903 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py @@ -0,0 +1,84 @@ +""" +Energy System catalog electrical storage system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem + + +class ElectricalStorageSystem(EnergyStorageSystem): + """" + Energy Storage System Class + """ + + def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio, + rated_output_power, nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate): + + super().__init__(storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio) + self._rated_output_power = rated_output_power + self._nominal_efficiency = nominal_efficiency + self._battery_voltage = battery_voltage + self._depth_of_discharge = depth_of_discharge + self._self_discharge_rate = self_discharge_rate + + @property + def rated_output_power(self): + """ + Get the rated output power of storage system in kW + :return: float + """ + return self._rated_output_power + + @property + def nominal_efficiency(self): + """ + Get the nominal efficiency of the storage system + :return: float + """ + return self._nominal_efficiency + + @property + def battery_voltage(self): + """ + Get the battery voltage in Volt + :return: float + """ + return self._battery_voltage + + @property + def depth_of_discharge(self): + """ + Get the depth of discharge as a percentage + :return: float + """ + return self._depth_of_discharge + + @property + def self_discharge_rate(self): + """ + Get the self discharge rate of battery as a percentage + :return: float + """ + return self._self_discharge_rate + + def to_dictionary(self): + """Class content to dictionary""" + content = {'Storage component': { + 'storage id': self.id, + 'name': self.name, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'nominal capacity [J]': self.nominal_capacity, + 'losses-ratio [J/J]': self.losses_ratio, + 'rated power [kW]': self.rated_output_power, + 'nominal efficiency': self.nominal_efficiency, + 'battery voltage [V]': self.battery_voltage, + 'depth of discharge': self.depth_of_discharge, + 'self discharge rate': self.self_discharge_rate + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 98523ac2..6e746f35 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -6,32 +6,22 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from __future__ import annotations -from hub.catalog_factories.data_models.construction.layer import Layer +from abc import ABC -class EnergyStorageSystem: +class EnergyStorageSystem(ABC): """" Energy Storage System Class """ - def __init__(self, storage_id, name, model_name, manufacturer, storage_type, volume, rated_output_power, - nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate, height, layers, - maximum_operating_temperature): + def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio): self._storage_id = storage_id self._name = name self._model_name = model_name self._manufacturer = manufacturer self._storage_type = storage_type - self._physical_volume = volume - self._rated_output_power = rated_output_power - self._nominal_efficiency = nominal_efficiency - self._battery_voltage = battery_voltage - self._depth_of_discharge = depth_of_discharge - self._self_discharge_rate = self_discharge_rate - self._height = height - self._layers = layers - self._maximum_operating_temperature = maximum_operating_temperature + self._nominal_capacity = nominal_capacity + self._losses_ratio = losses_ratio @property def id(self): @@ -68,103 +58,23 @@ class EnergyStorageSystem: @property def storage_type(self): """ - Get storage type from ['lithium_ion', 'sensible', 'latent'] + Get storage type from ['electricity', 'thermal', 'chemical', 'lithium_ion', 'sensible', 'latent'] :return: string """ return self._storage_type @property - def physical_volume(self): + def nominal_capacity(self): """ - Get the physical volume of the storage system in cubic meters + Get the nominal capacity of the storage system in Jules :return: float """ - return self._physical_volume + return self._nominal_capacity @property - def rated_output_power(self): + def losses_ratio(self): """ - Get the rated output power of storage system in kW + Get the losses-ratio of storage system in Jules lost / Jules stored :return: float """ - return self._rated_output_power - - @property - def nominal_efficiency(self): - """ - Get the nominal efficiency of the storage system - :return: float - """ - return self._nominal_efficiency - - @property - def battery_voltage(self): - """ - Get the battery voltage in Volt - :return: float - """ - return self._battery_voltage - - @property - def depth_of_discharge(self): - """ - Get the depth of discharge as a percentage - :return: float - """ - return self._depth_of_discharge - - @property - def self_discharge_rate(self): - """ - Get the self discharge rate of battery as a percentage - :return: float - """ - return self._self_discharge_rate - - @property - def height(self): - """ - Get the diameter of the storage system in meters - :return: float - """ - return self._height - - @property - def layers(self) -> [Layer]: - """ - Get construction layers - :return: [layer] - """ - return self._layers - - @property - def maximum_operating_temperature(self): - """ - Get maximum operating temperature of the storage system in degree Celsius - :return: float - """ - return self._maximum_operating_temperature - - def to_dictionary(self): - """Class content to dictionary""" - _layers = [] - for _layer in self.layers: - _layers.append(_layer.to_dictionary()) - content = {'Storage component': { - 'storage id': self.id, - 'name': self.name, - 'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'storage type': self.storage_type, - 'physical volume [m3]': self.physical_volume, - 'rated power [kW]': self.rated_output_power, - 'nominal efficiency': self.nominal_efficiency, - 'battery voltage [V]': self.battery_voltage, - 'depth of discharge': self.depth_of_discharge, - 'self discharge rate': self.self_discharge_rate, - 'height [m]': self.height, - 'layers': _layers, - 'maximum operating temperature [Celsius]': self.maximum_operating_temperature - } - } - return content + return self._losses_ratio diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py new file mode 100644 index 00000000..ea565e49 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -0,0 +1,78 @@ +""" +Energy System catalog thermal storage system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem +from hub.catalog_factories.data_models.construction.layer import Layer + + +class ThermalStorageSystem(EnergyStorageSystem): + """" + Energy Storage System Class + """ + + def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio, + volume, height, layers, maximum_operating_temperature): + + super().__init__(storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio) + self._physical_volume = volume + self._height = height + self._layers = layers + self._maximum_operating_temperature = maximum_operating_temperature + + @property + def physical_volume(self): + """ + Get the physical volume of the storage system in cubic meters + :return: float + """ + return self._physical_volume + + @property + def height(self): + """ + Get the diameter of the storage system in meters + :return: float + """ + return self._height + + @property + def layers(self) -> [Layer]: + """ + Get construction layers + :return: [layer] + """ + return self._layers + + @property + def maximum_operating_temperature(self): + """ + Get maximum operating temperature of the storage system in degree Celsius + :return: float + """ + return self._maximum_operating_temperature + + def to_dictionary(self): + """Class content to dictionary""" + _layers = [] + for _layer in self.layers: + _layers.append(_layer.to_dictionary()) + content = {'Storage component': { + 'storage id': self.id, + 'name': self.name, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'nominal capacity [J]': self.nominal_capacity, + 'losses-ratio [J/J]': self.losses_ratio, + 'physical volume [m3]': self.physical_volume, + 'height [m]': self.height, + 'layers': _layers, + 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + } + } + return content From c77b2254f10ad5439781d8ac9af7567a4b82b9b9 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 12:26:19 -0400 Subject: [PATCH 034/101] separated storage class in three, one abstract --- .../data_models/energy_systems/energy_storage_system.py | 3 ++- .../data_models/energy_systems/thermal_storage_system.py | 8 ++++---- 2 files changed, 6 insertions(+), 5 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 6e746f35..e23d176c 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -58,7 +58,8 @@ class EnergyStorageSystem(ABC): @property def storage_type(self): """ - Get storage type from ['electricity', 'thermal', 'chemical', 'lithium_ion', 'sensible', 'latent'] + Get storage type from ['electricity', 'thermal', 'chemical', + 'lithium_ion', 'lead_acid', 'NiCd', 'sensible', 'latent'] :return: string """ return self._storage_type diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index ea565e49..574ca24c 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -19,18 +19,18 @@ class ThermalStorageSystem(EnergyStorageSystem): volume, height, layers, maximum_operating_temperature): super().__init__(storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio) - self._physical_volume = volume + self._volume = volume self._height = height self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature @property - def physical_volume(self): + def volume(self): """ Get the physical volume of the storage system in cubic meters :return: float """ - return self._physical_volume + return self._volume @property def height(self): @@ -69,7 +69,7 @@ class ThermalStorageSystem(EnergyStorageSystem): 'storage type': self.storage_type, 'nominal capacity [J]': self.nominal_capacity, 'losses-ratio [J/J]': self.losses_ratio, - 'physical volume [m3]': self.physical_volume, + 'volume [m3]': self.volume, 'height [m]': self.height, 'layers': _layers, 'maximum operating temperature [Celsius]': self.maximum_operating_temperature From 8dbeeaafa1af265a4ba96ffd3a6004ae22e3f115 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 12:29:11 -0400 Subject: [PATCH 035/101] changed some units in electrical storage --- .../energy_systems/electrical_storage_system.py | 8 ++++---- 1 file changed, 4 insertions(+), 4 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py index face6903..3cd5b31d 100644 --- a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py @@ -27,7 +27,7 @@ class ElectricalStorageSystem(EnergyStorageSystem): @property def rated_output_power(self): """ - Get the rated output power of storage system in kW + Get the rated output power of storage system in Watts :return: float """ return self._rated_output_power @@ -43,7 +43,7 @@ class ElectricalStorageSystem(EnergyStorageSystem): @property def battery_voltage(self): """ - Get the battery voltage in Volt + Get the battery voltage in Volts :return: float """ return self._battery_voltage @@ -74,10 +74,10 @@ class ElectricalStorageSystem(EnergyStorageSystem): 'storage type': self.storage_type, 'nominal capacity [J]': self.nominal_capacity, 'losses-ratio [J/J]': self.losses_ratio, - 'rated power [kW]': self.rated_output_power, + 'rated power [W]': self.rated_output_power, 'nominal efficiency': self.nominal_efficiency, 'battery voltage [V]': self.battery_voltage, - 'depth of discharge': self.depth_of_discharge, + 'depth of discharge [%]': self.depth_of_discharge, 'self discharge rate': self.self_discharge_rate } } From d4b424357dcbb9ead7761083721a671d9f7e2f1d Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 12:31:06 -0400 Subject: [PATCH 036/101] added to_dictionary to abstract class --- .../data_models/energy_systems/energy_storage_system.py | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index e23d176c..c0e3adef 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -11,7 +11,7 @@ from abc import ABC class EnergyStorageSystem(ABC): """" - Energy Storage System Class + Energy Storage System Abstract Class """ def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio): @@ -79,3 +79,7 @@ class EnergyStorageSystem(ABC): :return: float """ return self._losses_ratio + + def to_dictionary(self): + """Class content to dictionary""" + raise NotImplementedError From 7810f8f91dff16563630d19168bf30803f539cda Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 12:34:04 -0400 Subject: [PATCH 037/101] extracted storage type from abstract class --- .../energy_systems/electrical_storage_system.py | 11 ++++++++++- .../energy_systems/energy_storage_system.py | 12 +----------- .../energy_systems/thermal_storage_system.py | 11 ++++++++++- 3 files changed, 21 insertions(+), 13 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py index 3cd5b31d..6f5d6d14 100644 --- a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py @@ -17,13 +17,22 @@ class ElectricalStorageSystem(EnergyStorageSystem): def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio, rated_output_power, nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate): - super().__init__(storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio) + super().__init__(storage_id, name, model_name, manufacturer, nominal_capacity, losses_ratio) + self._storage_type = storage_type self._rated_output_power = rated_output_power self._nominal_efficiency = nominal_efficiency self._battery_voltage = battery_voltage self._depth_of_discharge = depth_of_discharge self._self_discharge_rate = self_discharge_rate + @property + def storage_type(self): + """ + Get storage type from ['electrical', 'lithium_ion', 'lead_acid', 'NiCd'] + :return: string + """ + return self._storage_type + @property def rated_output_power(self): """ diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index c0e3adef..a5302cb4 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -14,12 +14,11 @@ class EnergyStorageSystem(ABC): Energy Storage System Abstract Class """ - def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio): + def __init__(self, storage_id, name, model_name, manufacturer, nominal_capacity, losses_ratio): self._storage_id = storage_id self._name = name self._model_name = model_name self._manufacturer = manufacturer - self._storage_type = storage_type self._nominal_capacity = nominal_capacity self._losses_ratio = losses_ratio @@ -55,15 +54,6 @@ class EnergyStorageSystem(ABC): """ return self._manufacturer - @property - def storage_type(self): - """ - Get storage type from ['electricity', 'thermal', 'chemical', - 'lithium_ion', 'lead_acid', 'NiCd', 'sensible', 'latent'] - :return: string - """ - return self._storage_type - @property def nominal_capacity(self): """ diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index 574ca24c..679669a4 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -18,12 +18,21 @@ class ThermalStorageSystem(EnergyStorageSystem): def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio, volume, height, layers, maximum_operating_temperature): - super().__init__(storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio) + super().__init__(storage_id, name, model_name, manufacturer, nominal_capacity, losses_ratio) + self._storage_type = storage_type self._volume = volume self._height = height self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature + @property + def storage_type(self): + """ + Get storage type from ['thermal', 'sensible', 'latent'] + :return: string + """ + return self._storage_type + @property def volume(self): """ From 8763523d3b60566b26909ff237fc43c4bb62e27f Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 12:50:49 -0400 Subject: [PATCH 038/101] added S to some lists, updated montreal_custom_catalog.py to new catalog classes and removed __future__ from those classes that didn't need it --- .../energy_systems/generation_system.py | 28 +--------- .../energy_systems/pv_generation_system.py | 1 - .../data_models/energy_systems/system.py | 52 +++++++++---------- .../energy_systems/montreal_custom_catalog.py | 38 +++++++++----- ...ontreal_custom_energy_system_parameters.py | 6 +-- tests/test_systems_factory.py | 4 +- 6 files changed, 59 insertions(+), 70 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index afc7c5c4..c2fd9a75 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -6,7 +6,6 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from __future__ import annotations from typing import Union from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves @@ -23,7 +22,7 @@ class GenerationSystem: maximum_heat_supply_temperature, minimum_heat_supply_temperature, maximum_cooling_supply_temperature, minimum_cooling_supply_temperature, heat_output_curve, heat_fuel_consumption_curve, heat_efficiency_curve, cooling_output_curve, cooling_fuel_consumption_curve, - cooling_efficiency_curve, storage, auxiliary_equipment): + cooling_efficiency_curve): self._system_id = system_id self._name = name self._model_name = model_name @@ -54,8 +53,6 @@ class GenerationSystem: self._cooling_output_curve = cooling_output_curve self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve self._cooling_efficiency_curve = cooling_efficiency_curve - self._storage = storage - self._auxiliary_equipment = auxiliary_equipment @property def id(self): @@ -297,27 +294,8 @@ class GenerationSystem: """ return self._cooling_efficiency_curve - @property - def storage(self): - """ - Get boolean storage exists - :return: bool - """ - return self._storage - - @property - def auxiliary_equipment(self) -> Union[None, GenerationSystem]: - """ - Get auxiliary_equipment - :return: GenerationSystem - """ - return self._auxiliary_equipment - def to_dictionary(self): """Class content to dictionary""" - _auxiliary_equipment = [] - if self.auxiliary_equipment is not None: - _auxiliary_equipment = self.auxiliary_equipment.to_dictionary() content = {'Energy Generation component': { 'id': self.id, 'name': self.name, @@ -348,9 +326,7 @@ class GenerationSystem: 'heat efficiency curve': self.heat_efficiency_curve, 'cooling output curve': self.cooling_output_curve, 'cooling fuel consumption curve': self.cooling_fuel_consumption_curve, - 'cooling efficiency curve': self.cooling_efficiency_curve, - 'it has storage': self.storage, - 'auxiliary equipment': _auxiliary_equipment + 'cooling efficiency curve': self.cooling_efficiency_curve } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 1cbe69e5..ecadcdb8 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -6,7 +6,6 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from __future__ import annotations from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 9dd0ab83..7acb930b 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -25,15 +25,15 @@ class System: name, demand_types, generation_systems, - distribution_system, - emission_system, + distribution_systems, + emission_systems, energy_storage_systems): self._lod = lod self._system_id = system_id self._name = name self._demand_types = demand_types - self._distribution_system = distribution_system - self._emission_system = emission_system + self._distribution_systems = distribution_systems + self._emission_systems = emission_systems self._generation_systems = generation_systems self._energy_storage_systems = energy_storage_systems # self._configuration = configuration @@ -73,32 +73,32 @@ class System: @property def generation_systems(self) -> List[GenerationSystem]: """ - Get generation system - :return: GenerationSystem + Get generation systems + :return: [GenerationSystem] """ return self._generation_systems @property - def distribution_system(self) -> Union[None, List[DistributionSystem]]: + def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ - Get distribution system - :return: DistributionSystem + Get distribution systems + :return: [DistributionSystem] """ - return self._distribution_system + return self._distribution_systems @property - def emission_system(self) -> Union[None, List[EmissionSystem]]: + def emission_systems(self) -> Union[None, List[EmissionSystem]]: """ - Get emission system - :return: EmissionSystem + Get emission systems + :return: [EmissionSystem] """ - return self._emission_system + return self._emission_systems @property - def energy_storage_system(self) -> Union[None, List[EnergyStorageSystem]]: + def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: """ - Get energy storage system - :return: EnergyStorageSystem + Get energy storage systems + :return: [EnergyStorageSystem] """ return self._energy_storage_systems @@ -107,21 +107,21 @@ class System: _generation_systems = [] for _generation in self.generation_systems: _generation_systems.append(_generation.to_dictionary()) - _distribution_system = [_distribution.to_dictionary() for _distribution in - self.distribution_system] if self.distribution_system is not None else None - _emission_system = [_emission.to_dictionary() for _emission in - self.emission_system] if self.emission_system is not None else None - _storage_system = [_storage.to_dictionary() for _storage in - self.energy_storage_system] if self.energy_storage_system is not None else None + _distribution_systems = [_distribution.to_dictionary() for _distribution in + self.distribution_systems] if self.distribution_systems is not None else None + _emission_systems = [_emission.to_dictionary() for _emission in + self.emission_systems] if self.emission_systems is not None else None + _storage_systems = [_storage.to_dictionary() for _storage in + self.energy_storage_systems] if self.energy_storage_systems is not None else None content = {'system': {'id': self.id, 'name': self.name, 'level of detail': self.lod, 'demand types': self.demand_types, 'generation system(s)': _generation_systems, - 'distribution system(s)': _distribution_system, - 'emission system(s)': _emission_system, - 'energy storage system(s)': _storage_system, + 'distribution system(s)': _distribution_systems, + 'emission system(s)': _emission_systems, + 'energy storage system(s)': _storage_systems, } } return content diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 39707c0b..a9696c21 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -14,6 +14,8 @@ from hub.catalog_factories.data_models.energy_systems.generation_system import G from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.archetype import Archetype +from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem +from hub.catalog_factories.data_models.energy_systems.electrical_storage_system import ElectricalStorageSystem class MontrealCustomCatalog(Catalog): @@ -29,7 +31,8 @@ class MontrealCustomCatalog(Catalog): self._lod = float(self._archetypes['catalog']['@lod']) - self._catalog_generation_equipments = self._load_generation_equipments() + self._catalog_generation_equipments, self._catalog_storage_equipments = \ + self._load_generation_and_storage_equipments() self._catalog_distribution_equipments = self._load_distribution_equipments() self._catalog_emission_equipments = self._load_emission_equipments() self._catalog_systems = self._load_systems() @@ -40,10 +43,11 @@ class MontrealCustomCatalog(Catalog): self._catalog_generation_equipments, self._catalog_distribution_equipments, self._catalog_emission_equipments, - storages=None) + None) - def _load_generation_equipments(self): + def _load_generation_and_storage_equipments(self): _equipments = [] + _storages = [] equipments = self._archetypes['catalog']['generation_equipments']['equipment'] for equipment in equipments: equipment_id = float(equipment['@id']) @@ -59,7 +63,6 @@ class MontrealCustomCatalog(Catalog): electricity_efficiency = None if 'electrical_efficiency' in equipment: electricity_efficiency = float(equipment['electrical_efficiency']) - storage = literal_eval(equipment['storage'].capitalize()) generation_system = GenerationSystem(equipment_id, name, None, @@ -89,12 +92,19 @@ class MontrealCustomCatalog(Catalog): None, None, None, - None, - storage, None) - _equipments.append(generation_system) - return _equipments + storage = literal_eval(equipment['storage'].capitalize()) + if storage: + if equipment_type == 'electricity generator': + storage_system = ElectricalStorageSystem(equipment_id, None, None, None, 'electrical', None, None, None, None, + None, None, None) + else: + storage_system = ThermalStorageSystem(equipment_id, None, None, None, 'thermal', None, None, None, None, None, + None) + _storages.append(storage_system) + + return _equipments, _storages def _load_distribution_equipments(self): _equipments = [] @@ -156,6 +166,10 @@ class MontrealCustomCatalog(Catalog): for equipment_archetype in self._catalog_generation_equipments: if int(equipment_archetype.id) == int(generation_equipment): _generation_equipment = equipment_archetype + _storage_equipment = None + for equipment_archetype in self._catalog_storage_equipments: + if int(equipment_archetype.id) == int(generation_equipment): + _storage_equipment = equipment_archetype distribution_equipment = system['equipments']['distribution_id'] _distribution_equipment = None for equipment_archetype in self._catalog_distribution_equipments: @@ -171,10 +185,10 @@ class MontrealCustomCatalog(Catalog): system_id, name, demands, - _generation_equipment, - _distribution_equipment, - _emission_equipment, - energy_storage_systems=None)) + [_generation_equipment], + [_distribution_equipment], + [_emission_equipment], + [_storage_equipment])) return _catalog_systems def _load_archetypes(self): diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index 3982221b..49f7086f 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -104,7 +104,7 @@ class MontrealCustomEnergySystemParameters: energy_system.generation_system = _generation_system _distribution_system = GenericDistributionSystem() - archetype_distribution_equipment = system.distribution_system + archetype_distribution_equipment = system.distribution_systems _distribution_system.type = archetype_distribution_equipment.type _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature _distribution_system.distribution_consumption_fix_flow = \ @@ -139,10 +139,10 @@ class MontrealCustomEnergySystemParameters: _building_distribution_system = DistributionSystem() _building_distribution_system.generic_distribution_system = \ - copy.deepcopy(_generic_building_energy_system.distribution_system) + copy.deepcopy(_generic_building_energy_system.distribution_systems) _building_emission_system = EmissionSystem() _building_emission_system.generic_emission_system = \ - copy.deepcopy(_generic_building_energy_system.emission_system) + copy.deepcopy(_generic_building_energy_system.emission_systems) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = \ copy.deepcopy(_generic_building_energy_system.generation_system) diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 8d191043..9044ad18 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -90,11 +90,11 @@ class TestSystemsFactory(TestCase): _building_distribution_system = DistributionSystem() _building_distribution_system.generic_distribution_system = ( - copy.deepcopy(_generic_building_energy_system.distribution_system) + copy.deepcopy(_generic_building_energy_system.distribution_systems) ) _building_emission_system = EmissionSystem() _building_emission_system.generic_emission_system = ( - copy.deepcopy(_generic_building_energy_system.emission_system) + copy.deepcopy(_generic_building_energy_system.emission_systems) ) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = ( From b7c2bbae96f82ebf9d3e71924b9d3259fac1cfe1 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 13:02:28 -0400 Subject: [PATCH 039/101] removed last two values in generationSystems as they are not used anymore --- .../energy_systems/pv_generation_system.py | 2 +- .../north_america_energy_system_catalog.py | 12 ++++-------- tests/test_systems_catalog.py | 7 ++++--- 3 files changed, 9 insertions(+), 12 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index ecadcdb8..e1ee8226 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -33,7 +33,7 @@ class PvGenerationSystem(GenerationSystem): minimum_cooling_supply_temperature=None, heat_output_curve=None, heat_fuel_consumption_curve=None, heat_efficiency_curve=None, cooling_output_curve=None, cooling_fuel_consumption_curve=None, - cooling_efficiency_curve=None, storage=None, auxiliary_equipment=None) + cooling_efficiency_curve=None) self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index a1e4798e..206fd4a8 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -86,8 +86,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, None, None, - None, - None, None) generation_components.append(boiler_component) for heat_pump in heat_pumps: @@ -142,8 +140,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): cop_curve, None, None, - None, - None, None) generation_components.append(heat_pump_component) for pv in photovoltaics: @@ -215,8 +211,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, None, None, - None, - None, None) generation_components.append(boiler_template) elif "Heat Pump" in system_name: @@ -254,8 +248,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, None, None, - None, - None, None) generation_components.append(heat_pump_template) else: @@ -309,6 +301,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): model_name, manufacturer, storage_type, + None, + None, volume, height, layers, @@ -338,6 +332,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, storage_type, None, + None, + None, height, layers, maximum_temperature) diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index a0720708..862ea874 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -13,6 +13,7 @@ class TestSystemsCatalog(TestCase): def test_montreal_custom_catalog(self): catalog = EnergySystemsCatalogFactory('montreal_custom').catalog + catalog_categories = catalog.names() archetypes = catalog.names('archetypes') self.assertEqual(23, len(archetypes['archetypes'])) @@ -32,13 +33,13 @@ class TestSystemsCatalog(TestCase): for value in catalog_categories[category]: catalog.get_entry(value) + print(catalog.entries()) + with self.assertRaises(IndexError): catalog.get_entry('unknown') def test_north_america_systems_catalog(self): catalog = EnergySystemsCatalogFactory('north_america').catalog + print(catalog.entries()) - - # def test_montreal_catalog(self): - # catalog = EnergySystemsCatalogFactory('montreal_custom').catalog From a5f70f472037d530b165f0942d909d7137f57d3a Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 13:12:56 -0400 Subject: [PATCH 040/101] erased forgotten not needed print --- .../energy_systems/north_america_energy_system_catalog.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 206fd4a8..b5702215 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -38,7 +38,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, None, self._storage_components) - print(self._content) + def _load_generation_components(self): generation_components = [] boilers = self._archetypes['EnergySystemCatalog']['energy_generation_components']['boilers'] From 56c84ad39988c8cb2a6c230bcbaee0b6bc3046fa Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 29 Aug 2023 13:29:51 -0400 Subject: [PATCH 041/101] solved bugs in adapting montreal_custom_catalog.py to new catalog data --- .../data_models/energy_systems/content.py | 7 ++++++ .../data_models/energy_systems/system.py | 5 ++-- .../energy_systems/thermal_storage_system.py | 8 ++++--- .../energy_systems/montreal_custom_catalog.py | 24 +++++++++---------- 4 files changed, 27 insertions(+), 17 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/content.py b/hub/catalog_factories/data_models/energy_systems/content.py index f6a03ea0..d3fd9068 100644 --- a/hub/catalog_factories/data_models/energy_systems/content.py +++ b/hub/catalog_factories/data_models/energy_systems/content.py @@ -69,4 +69,11 @@ class Content: return content + def __str__(self): + """Print content""" + _archetypes = [] + for _archetype in self.archetypes: + _archetypes.append(_archetype.to_dictionary()) + content = {'Archetypes': _archetypes} + return str(content) diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 7acb930b..30ee9292 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -9,7 +9,8 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from typing import Union, List from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem -from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem +from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem +from hub.catalog_factories.data_models.energy_systems.electrical_storage_system import ElectricalStorageSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem @@ -95,7 +96,7 @@ class System: return self._emission_systems @property - def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: + def energy_storage_systems(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]: """ Get energy storage systems :return: [EnergyStorageSystem] diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index 679669a4..71b4f931 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -67,9 +67,11 @@ class ThermalStorageSystem(EnergyStorageSystem): def to_dictionary(self): """Class content to dictionary""" - _layers = [] - for _layer in self.layers: - _layers.append(_layer.to_dictionary()) + _layers = None + if self.layers is not None: + _layers = [] + for _layer in self.layers: + _layers.append(_layer.to_dictionary()) content = {'Storage component': { 'storage id': self.id, 'name': self.name, diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index a9696c21..b2df20c2 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -162,33 +162,33 @@ class MontrealCustomCatalog(Catalog): name = system['name'] demands = system['demands']['demand'] generation_equipment = system['equipments']['generation_id'] - _generation_equipment = None + _generation_equipments = None for equipment_archetype in self._catalog_generation_equipments: if int(equipment_archetype.id) == int(generation_equipment): - _generation_equipment = equipment_archetype - _storage_equipment = None + _generation_equipments = [equipment_archetype] + _storage_equipments = None for equipment_archetype in self._catalog_storage_equipments: if int(equipment_archetype.id) == int(generation_equipment): - _storage_equipment = equipment_archetype + _storage_equipments = [equipment_archetype] distribution_equipment = system['equipments']['distribution_id'] - _distribution_equipment = None + _distribution_equipments = None for equipment_archetype in self._catalog_distribution_equipments: if int(equipment_archetype.id) == int(distribution_equipment): - _distribution_equipment = equipment_archetype + _distribution_equipments = [equipment_archetype] emission_equipment = system['equipments']['dissipation_id'] - _emission_equipment = None + _emission_equipments = None for equipment_archetype in self._catalog_emission_equipments: if int(equipment_archetype.id) == int(emission_equipment): - _emission_equipment = equipment_archetype + _emission_equipments = [equipment_archetype] _catalog_systems.append(System(self._lod, system_id, name, demands, - [_generation_equipment], - [_distribution_equipment], - [_emission_equipment], - [_storage_equipment])) + _generation_equipments, + _distribution_equipments, + _emission_equipments, + _storage_equipments)) return _catalog_systems def _load_archetypes(self): From c072527dc6aae5885412203a4b0fc5b97ca0a98a Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 29 Aug 2023 14:03:30 -0400 Subject: [PATCH 042/101] small changes to pv_generation_system.py --- .../energy_systems/pv_generation_system.py | 32 +++++++++---------- 1 file changed, 16 insertions(+), 16 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index e1ee8226..ce0e71f1 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -18,22 +18,22 @@ class PvGenerationSystem(GenerationSystem): nominal_electricity_output, nominal_ambient_temperature, nominal_cell_temperature, nominal_radiation, standard_test_condition_cell_temperature, standard_test_condition_maximum_power, cell_temperature_coefficient, width, height): - super(PvGenerationSystem, self).__init__(system_id=system_id, name=name, model_name=model_name, - manufacturer=manufacturer, system_type='pv', fuel_type='renewable', - nominal_thermal_output=None, maximum_heat_output=None, - minimum_heat_output=None, source_medium=None, - supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, - maximum_cooling_output=None, minimum_cooling_output=None, - cooling_efficiency=None, electricity_efficiency=electricity_efficiency, - source_temperature=None, source_mass_flow=None, - nominal_electricity_output=nominal_electricity_output, - maximum_heat_supply_temperature=None, - minimum_heat_supply_temperature=None, - maximum_cooling_supply_temperature=None, - minimum_cooling_supply_temperature=None, heat_output_curve=None, - heat_fuel_consumption_curve=None, heat_efficiency_curve=None, - cooling_output_curve=None, cooling_fuel_consumption_curve=None, - cooling_efficiency_curve=None) + super().__init__(system_id=system_id, name=name, model_name=model_name, + manufacturer=manufacturer, system_type='pv', fuel_type='renewable', + nominal_thermal_output=None, maximum_heat_output=None, + minimum_heat_output=None, source_medium=None, + supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, + maximum_cooling_output=None, minimum_cooling_output=None, + cooling_efficiency=None, electricity_efficiency=electricity_efficiency, + source_temperature=None, source_mass_flow=None, + nominal_electricity_output=nominal_electricity_output, + maximum_heat_supply_temperature=None, + minimum_heat_supply_temperature=None, + maximum_cooling_supply_temperature=None, + minimum_cooling_supply_temperature=None, heat_output_curve=None, + heat_fuel_consumption_curve=None, heat_efficiency_curve=None, + cooling_output_curve=None, cooling_fuel_consumption_curve=None, + cooling_efficiency_curve=None) self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation From a0d2f7e5bc20d58329fbaa941525acf4ffb718c7 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 6 Sep 2023 14:55:14 -0400 Subject: [PATCH 043/101] chnages were made to energy_plus_workflow.py --- hub/imports/results/energy_plus_workflow.py | 93 +++++++++++++++++++++ hub/imports/results_factory.py | 9 +- 2 files changed, 101 insertions(+), 1 deletion(-) create mode 100644 hub/imports/results/energy_plus_workflow.py diff --git a/hub/imports/results/energy_plus_workflow.py b/hub/imports/results/energy_plus_workflow.py new file mode 100644 index 00000000..8242c7a7 --- /dev/null +++ b/hub/imports/results/energy_plus_workflow.py @@ -0,0 +1,93 @@ +""" +Insel monthly energy balance +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2022 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Project collaborator Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" +import logging +from pathlib import Path +import csv + +import hub.helpers.constants as cte + + +class EnergyPlusWorkflow: + def __init__(self, base_path): + self._base_path = base_path + + @staticmethod + def _energy_plus_output_file(energy_plus_output_file_path): + with open(Path(energy_plus_output_file_path).resolve(), 'r', encoding='utf8') as csv_file: + csv_output = csv.reader(csv_file) + return csv_output + + @staticmethod + def _headers(csv_file): + headers = next(csv_file) + return headers + + @staticmethod + def _heating_columns(headers_list): + heating_column_index = [] + for index, header in enumerate(headers_list): + if "Total Heating" in header: + heating_column_index.append(index) + return heating_column_index + + @staticmethod + def _cooling_columns(headers_list): + cooling_column_index = [] + for index, header in enumerate(headers_list): + if "Total Cooling" in header: + cooling_column_index.append(index) + return cooling_column_index + + @staticmethod + def _dhw_columns(headers_list): + dhw_column_index = [] + for index, header in enumerate(headers_list): + if "DHW" in header: + dhw_column_index.append(index) + return dhw_column_index + + @staticmethod + def _appliance_columns(headers_list): + appliance_column_index = [] + for index, header in enumerate(headers_list): + if "InteriorEquipment" in header: + appliance_column_index.append(index) + return appliance_column_index + + @staticmethod + def _lighting_columns(headers_list): + lighting_column_index = [] + for index, header in enumerate(headers_list): + if "InteriorLights" in header: + lighting_column_index.append(index) + return lighting_column_index + + def _heating_loads(self, csv_file_path): + csv_file = self._energy_plus_output_file(csv_file_path) + headers = self._headers(csv_file) + heating_columns_index = self._heating_columns(headers) + building_heating_demand = [] + for line in csv_file: + total_heating_demand = 0 + for index in heating_columns_index: + total_heating_demand += float(line[index]) + building_heating_demand.append(total_heating_demand) + return building_heating_demand + + def _cooling_loads(self, csv_file_path): + csv_file = self._energy_plus_output_file(csv_file_path) + headers = self._headers(csv_file) + cooling_columns_index = self._heating_columns(headers) + building_cooling_demand = [] + for line in csv_file: + total_cooling_demand = 0 + for index in cooling_columns_index: + total_cooling_demand += float(line[index]) + building_cooling_demand.append(total_cooling_demand) + return building_cooling_demand + diff --git a/hub/imports/results_factory.py b/hub/imports/results_factory.py index c277b122..590e66f5 100644 --- a/hub/imports/results_factory.py +++ b/hub/imports/results_factory.py @@ -10,7 +10,7 @@ from pathlib import Path from hub.helpers.utils import validate_import_export_type from hub.imports.results.insel_monthly_energry_balance import InselMonthlyEnergyBalance from hub.imports.results.simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm - +from hub.imports.results.energy_plus_workflow import EnergyPlusWorkflow class ResultFactory: """ @@ -46,6 +46,13 @@ class ResultFactory: """ InselMonthlyEnergyBalance(self._city, self._base_path).enrich() + def _energy_plus_workflow(self): + """ + Enrich the city with energy plus results + """ + EnergyPlusWorkflow + + def enrich(self): """ Enrich the city given to the class using the usage factory given handler From 1392c05489ca72e832f082a17d2dabb72f046898 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 7 Sep 2023 18:16:07 -0400 Subject: [PATCH 044/101] results_factory.py is modified The enrich method is added to energy_plus_workflow.py The Levis_out.csv is added to test_data --- hub/imports/results/energy_plus_workflow.py | 147 +- hub/imports/results_factory.py | 3 +- tests/tests_data/Levis_out.csv | 8761 +++++++++++++++++++ 3 files changed, 8838 insertions(+), 73 deletions(-) create mode 100644 tests/tests_data/Levis_out.csv diff --git a/hub/imports/results/energy_plus_workflow.py b/hub/imports/results/energy_plus_workflow.py index 8242c7a7..191337ea 100644 --- a/hub/imports/results/energy_plus_workflow.py +++ b/hub/imports/results/energy_plus_workflow.py @@ -5,7 +5,6 @@ Copyright © 2022 Concordia CERC group Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Project collaborator Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -import logging from pathlib import Path import csv @@ -13,81 +12,87 @@ import hub.helpers.constants as cte class EnergyPlusWorkflow: - def __init__(self, base_path): + def __init__(self, city, base_path): + self._city = city self._base_path = base_path @staticmethod - def _energy_plus_output_file(energy_plus_output_file_path): + def _building_energy_demands(energy_plus_output_file_path): with open(Path(energy_plus_output_file_path).resolve(), 'r', encoding='utf8') as csv_file: csv_output = csv.reader(csv_file) - return csv_output + headers = next(csv_output) + building_energy_demands = { + 'Heating (J)': [], + 'Cooling (J)': [], + 'DHW (J)': [], + 'Appliances (J)': [], + 'Lighting (J)': [] + } + heating_column_index = [] + cooling_column_index = [] + dhw_column_index = [] + appliance_column_index = [] + lighting_column_index = [] + for index, header in enumerate(headers): + if "Total Heating" in header: + heating_column_index.append(index) + elif "Total Cooling" in header: + cooling_column_index.append(index) + elif "DHW" in header: + dhw_column_index.append(index) + elif "InteriorEquipment" in header: + appliance_column_index.append(index) + elif "InteriorLights" in header: + lighting_column_index.append(index) - @staticmethod - def _headers(csv_file): - headers = next(csv_file) - return headers + for line in csv_output: + total_heating_demand = 0 + total_cooling_demand = 0 + total_dhw_demand = 0 + total_appliance_demand = 0 + total_lighting_demand = 0 + for heating_index in heating_column_index: + total_heating_demand += float(line[heating_index]) + building_energy_demands['Heating (J)'].append(total_heating_demand) + for cooling_index in cooling_column_index: + total_cooling_demand += float(line[cooling_index]) + building_energy_demands['Cooling (J)'].append(total_cooling_demand) + for dhw_index in dhw_column_index: + total_dhw_demand += float(line[dhw_index]) * 3600 + building_energy_demands['DHW (J)'].append(total_dhw_demand) + for appliance_index in appliance_column_index: + total_appliance_demand += float(line[appliance_index]) + building_energy_demands['Appliances (J)'].append(total_appliance_demand) + for lighting_index in lighting_column_index: + total_lighting_demand += float(line[lighting_index]) + building_energy_demands['Lighting (J)'].append(total_lighting_demand) - @staticmethod - def _heating_columns(headers_list): - heating_column_index = [] - for index, header in enumerate(headers_list): - if "Total Heating" in header: - heating_column_index.append(index) - return heating_column_index - - @staticmethod - def _cooling_columns(headers_list): - cooling_column_index = [] - for index, header in enumerate(headers_list): - if "Total Cooling" in header: - cooling_column_index.append(index) - return cooling_column_index - - @staticmethod - def _dhw_columns(headers_list): - dhw_column_index = [] - for index, header in enumerate(headers_list): - if "DHW" in header: - dhw_column_index.append(index) - return dhw_column_index - - @staticmethod - def _appliance_columns(headers_list): - appliance_column_index = [] - for index, header in enumerate(headers_list): - if "InteriorEquipment" in header: - appliance_column_index.append(index) - return appliance_column_index - - @staticmethod - def _lighting_columns(headers_list): - lighting_column_index = [] - for index, header in enumerate(headers_list): - if "InteriorLights" in header: - lighting_column_index.append(index) - return lighting_column_index - - def _heating_loads(self, csv_file_path): - csv_file = self._energy_plus_output_file(csv_file_path) - headers = self._headers(csv_file) - heating_columns_index = self._heating_columns(headers) - building_heating_demand = [] - for line in csv_file: - total_heating_demand = 0 - for index in heating_columns_index: - total_heating_demand += float(line[index]) - building_heating_demand.append(total_heating_demand) - return building_heating_demand - - def _cooling_loads(self, csv_file_path): - csv_file = self._energy_plus_output_file(csv_file_path) - headers = self._headers(csv_file) - cooling_columns_index = self._heating_columns(headers) - building_cooling_demand = [] - for line in csv_file: - total_cooling_demand = 0 - for index in cooling_columns_index: - total_cooling_demand += float(line[index]) - building_cooling_demand.append(total_cooling_demand) - return building_cooling_demand + return building_energy_demands + def enrich(self): + """ + Enrich the city by using the energy plus workflow output files (J) + :return: None + """ + for building in self._city.buildings: + file_name = building.name + '_out' + '.csv' + energy_plus_output_file_path = Path(self._base_path / file_name).resolve() + if energy_plus_output_file_path.is_file(): + building.heating_demand[cte.HOUR] = self._building_energy_demands(energy_plus_output_file_path)['Heating (J)'] + building.cooling_demand[cte.HOUR] = self._building_energy_demands(energy_plus_output_file_path)['Cooling (J)'] + building.domestic_hot_water_heat_demand[cte.HOUR] = ( + self._building_energy_demands(energy_plus_output_file_path))['DHW (J)'] + building.appliances_electrical_demand[cte.HOUR] = ( + self._building_energy_demands(energy_plus_output_file_path))['Appliances (J)'] + building.lighting_electrical_demand[cte.HOUR] = ( + self._building_energy_demands(energy_plus_output_file_path))['Lighting (J)'] + building.heating_demand[cte.MONTH] = [sum(building.heating_demand[cte.HOUR])] + building.cooling_demand[cte.MONTH] = [sum(building.cooling_demand[cte.HOUR])] + building.domestic_hot_water_heat_demand[cte.MONTH] = [sum(building.domestic_hot_water_heat_demand[cte.HOUR])] + building.appliances_electrical_demand[cte.MONTH] = [sum(building.appliances_electrical_demand[cte.HOUR])] + building.lighting_electrical_demand[cte.MONTH] = [sum(building.lighting_electrical_demand[cte.HOUR])] + building.heating_demand[cte.YEAR] = [sum(building.heating_demand[cte.MONTH])] + building.cooling_demand[cte.YEAR] = [sum(building.cooling_demand[cte.MONTH])] + building.domestic_hot_water_heat_demand[cte.YEAR] = [sum(building.domestic_hot_water_heat_demand[cte.MONTH])] + building.appliances_electrical_demand[cte.YEAR] = [sum(building.appliances_electrical_demand[cte.MONTH])] + building.lighting_electrical_demand[cte.YEAR] = [sum(building.lighting_electrical_demand[cte.MONTH])] diff --git a/hub/imports/results_factory.py b/hub/imports/results_factory.py index 590e66f5..fac60de3 100644 --- a/hub/imports/results_factory.py +++ b/hub/imports/results_factory.py @@ -50,8 +50,7 @@ class ResultFactory: """ Enrich the city with energy plus results """ - EnergyPlusWorkflow - + EnergyPlusWorkflow(self._city, self._base_path).enrich() def enrich(self): """ diff --git a/tests/tests_data/Levis_out.csv b/tests/tests_data/Levis_out.csv new file mode 100644 index 00000000..48e59482 --- /dev/null +++ b/tests/tests_data/Levis_out.csv @@ -0,0 +1,8761 @@ +Date/Time,1 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),1 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),2 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),2 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),DHW 1:Water Use Equipment Heating Rate [W](Hourly),DHW 2:Water Use Equipment Heating Rate [W](Hourly),DistrictHeating:Facility [J](Hourly),DistrictCooling:Facility [J](Hourly),InteriorEquipment:Electricity [J](Hourly),InteriorLights:Electricity [J](Hourly) + 01/01 01:00:00,1260878520,0,1763901832,0,40245.37121,60060.73339,3385882329,0,212820590.5,234102649.5 + 01/01 02:00:00,975931886.3,0,1368832823,0,19890.9595,29684.54705,2523236533,0,141880393.7,0 + 01/01 03:00:00,1413950814,0,2004308843,0,19724.73774,29436.48372,3595240054,0,141880393.7,0 + 01/01 04:00:00,1479118853,0,2097341654,0,19629.60601,29294.51258,3752587334,0,141880393.7,0 + 01/01 05:00:00,1522448468,0,2157387356,0,19565.57907,29198.9611,3855388168,0,141880393.7,0 + 01/01 06:00:00,1562611889,0,2212907735,0,19501.09328,29102.72484,3950493369,0,141880393.7,0 + 01/01 07:00:00,1494813881,0,2109315785,0,78603.37013,117304.8208,4309399153,0,141880393.7,156068433 + 01/01 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24:00:00,998092362.8,0,1410729488,0,40727.34765,60780.01755,2774248366,0,354700984.2,468205299.1 From 8f8a6dbf7109e038cdbf27507fe42f8215413190 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 8 Sep 2023 05:05:58 -0400 Subject: [PATCH 045/101] small changes in importer --- hub/imports/results/energy_plus_workflow.py | 18 +++++++++--------- .../results/insel_monthly_energry_balance.py | 2 +- 2 files changed, 10 insertions(+), 10 deletions(-) diff --git a/hub/imports/results/energy_plus_workflow.py b/hub/imports/results/energy_plus_workflow.py index 191337ea..cbe7988a 100644 --- a/hub/imports/results/energy_plus_workflow.py +++ b/hub/imports/results/energy_plus_workflow.py @@ -75,17 +75,17 @@ class EnergyPlusWorkflow: :return: None """ for building in self._city.buildings: - file_name = building.name + '_out' + '.csv' + file_name = f'{building.name}_out.csv' energy_plus_output_file_path = Path(self._base_path / file_name).resolve() if energy_plus_output_file_path.is_file(): - building.heating_demand[cte.HOUR] = self._building_energy_demands(energy_plus_output_file_path)['Heating (J)'] - building.cooling_demand[cte.HOUR] = self._building_energy_demands(energy_plus_output_file_path)['Cooling (J)'] - building.domestic_hot_water_heat_demand[cte.HOUR] = ( - self._building_energy_demands(energy_plus_output_file_path))['DHW (J)'] - building.appliances_electrical_demand[cte.HOUR] = ( - self._building_energy_demands(energy_plus_output_file_path))['Appliances (J)'] - building.lighting_electrical_demand[cte.HOUR] = ( - self._building_energy_demands(energy_plus_output_file_path))['Lighting (J)'] + building_energy_demands = self._building_energy_demands(energy_plus_output_file_path) + building.heating_demand[cte.HOUR] = building_energy_demands['Heating (J)'] + building.cooling_demand[cte.HOUR] = building_energy_demands['Cooling (J)'] + building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands['DHW (J)'] + building.appliances_electrical_demand[cte.HOUR] = building_energy_demands['Appliances (J)'] + building.lighting_electrical_demand[cte.HOUR] = building_energy_demands['Lighting (J)'] + # todo: @Saeed, this a list of ONE value with the total energy of the year, exactly the same as cte.YEAR. + # You have to use the method to add hourly values from helpers/monthly_values building.heating_demand[cte.MONTH] = [sum(building.heating_demand[cte.HOUR])] building.cooling_demand[cte.MONTH] = [sum(building.cooling_demand[cte.HOUR])] building.domestic_hot_water_heat_demand[cte.MONTH] = [sum(building.domestic_hot_water_heat_demand[cte.HOUR])] diff --git a/hub/imports/results/insel_monthly_energry_balance.py b/hub/imports/results/insel_monthly_energry_balance.py index 34aab2ec..1e63bef2 100644 --- a/hub/imports/results/insel_monthly_energry_balance.py +++ b/hub/imports/results/insel_monthly_energry_balance.py @@ -112,7 +112,7 @@ class InselMonthlyEnergyBalance: :return: None """ for building in self._city.buildings: - file_name = building.name + '.out' + file_name = f'{building.name}.out' insel_output_file_path = Path(self._base_path / file_name).resolve() if insel_output_file_path.is_file(): building.heating_demand[cte.MONTH], building.cooling_demand[cte.MONTH] \ From cde3bfb4aefbfcc8b70d77b163c8cabb754a4a7d Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Fri, 8 Sep 2023 11:50:20 -0400 Subject: [PATCH 046/101] tried to get monthly values from the method in helpers/monthly values. --- hub/imports/results/energy_plus_workflow.py | 14 +++++++++----- 1 file changed, 9 insertions(+), 5 deletions(-) diff --git a/hub/imports/results/energy_plus_workflow.py b/hub/imports/results/energy_plus_workflow.py index cbe7988a..627b3fd7 100644 --- a/hub/imports/results/energy_plus_workflow.py +++ b/hub/imports/results/energy_plus_workflow.py @@ -6,6 +6,7 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Project collaborator Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from pathlib import Path +from hub.helpers.monthly_values import MonthlyValues import csv import hub.helpers.constants as cte @@ -86,11 +87,14 @@ class EnergyPlusWorkflow: building.lighting_electrical_demand[cte.HOUR] = building_energy_demands['Lighting (J)'] # todo: @Saeed, this a list of ONE value with the total energy of the year, exactly the same as cte.YEAR. # You have to use the method to add hourly values from helpers/monthly_values - building.heating_demand[cte.MONTH] = [sum(building.heating_demand[cte.HOUR])] - building.cooling_demand[cte.MONTH] = [sum(building.cooling_demand[cte.HOUR])] - building.domestic_hot_water_heat_demand[cte.MONTH] = [sum(building.domestic_hot_water_heat_demand[cte.HOUR])] - building.appliances_electrical_demand[cte.MONTH] = [sum(building.appliances_electrical_demand[cte.HOUR])] - building.lighting_electrical_demand[cte.MONTH] = [sum(building.lighting_electrical_demand[cte.HOUR])] + building.heating_demand[cte.MONTH] = MonthlyValues.get_total_month(building.heating_demand[cte.HOUR]) + building.cooling_demand[cte.MONTH] = MonthlyValues.get_total_month(building.cooling_demand[cte.HOUR]) + building.domestic_hot_water_heat_demand[cte.MONTH] = ( + MonthlyValues.get_total_month(building.domestic_hot_water_heat_demand[cte.HOUR])) + building.appliances_electrical_demand[cte.MONTH] = ( + MonthlyValues.get_total_month(building.appliances_electrical_demand[cte.HOUR])) + building.lighting_electrical_demand[cte.MONTH] = ( + MonthlyValues.get_total_month(building.lighting_electrical_demand[cte.HOUR])) building.heating_demand[cte.YEAR] = [sum(building.heating_demand[cte.MONTH])] building.cooling_demand[cte.YEAR] = [sum(building.cooling_demand[cte.MONTH])] building.domestic_hot_water_heat_demand[cte.YEAR] = [sum(building.domestic_hot_water_heat_demand[cte.MONTH])] From f0ffc2634856cbb73e233b36f0e4bcc389eee461 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 12 Sep 2023 13:15:30 -0400 Subject: [PATCH 047/101] tried to create a test --- tests/test_results_import.py | 9 +- .../summerschool_one_building.geojson | 294 + .../summerschool_one_building_out.csv | 8761 +++++++++++++++++ 3 files changed, 9063 insertions(+), 1 deletion(-) create mode 100644 tests/tests_data/summerschool_one_building.geojson create mode 100644 tests/tests_data/summerschool_one_building_out.csv diff --git a/tests/test_results_import.py b/tests/test_results_import.py index 1befac19..7f8df098 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -30,7 +30,7 @@ class TestResultsImport(TestCase): """ self._example_path = (Path(__file__).parent / 'tests_data').resolve() self._output_path = (Path(__file__).parent / 'tests_outputs').resolve() - file = 'test.geojson' + file = 'summerschool_one_building.geojson' file_path = (self._example_path / file).resolve() self._city = GeometryFactory('geojson', path=file_path, @@ -92,3 +92,10 @@ class TestResultsImport(TestCase): building.cooling_demand[cte.HOUR] = values self.assertIsNotNone(building.heating_peak_load) self.assertIsNotNone(building.cooling_peak_load) + + def test_energy_plus_results_import(self): + ResultFactory('energy_plus_workflow', self._city, self._example_path).enrich() + for building in self._city.buildings: + print(building.heating_demand) + print(building.cooling_demand) + diff --git a/tests/tests_data/summerschool_one_building.geojson b/tests/tests_data/summerschool_one_building.geojson new file mode 100644 index 00000000..0836973e --- /dev/null +++ b/tests/tests_data/summerschool_one_building.geojson @@ -0,0 +1,294 @@ +{ + "type": "FeatureCollection", + "features": [ + { + "type": "Feature", + "id": 12, + "geometry": { + "type": "Polygon", + "coordinates": [ + [ + [ + -73.57945149010348, + 45.49793915473101 + ], + [ + -73.57945502047383, + 45.497935600591106 + ], + [ + -73.57945748913181, + 45.49793681276347 + ], + [ + -73.57945995778985, + 45.49793802493576 + ], + [ + -73.57946108986009, + 45.49793688584562 + ], + [ + -73.57946222064952, + 45.49793574585649 + ], + [ + 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20:00:00,0.0,7839729.686720523,1124.2297614888528,4047227.14135987,7839729.686720523,9214853.654033246,10812094.954065679 + 06/25 21:00:00,25294015.77162705,0.0,1124.6534241467132,29342768.09855522,0.0,9214853.654033246,10812094.954065679 + 06/25 22:00:00,0.0,0.0,1124.6534241467132,4048752.3269281678,0.0,6143235.769355498,3604031.6513552267 + 06/25 23:00:00,0.0,0.0,281.20842828603727,1012350.341829734,0.0,6143235.769355498,3604031.6513552267 + 06/25 24:00:00,0.0,0.0,281.1633560366783,1012188.0817320419,0.0,6143235.769355498,1802015.8256776133 + 06/26 01:00:00,0.0,0.0,281.207346818656,1012346.4485471615,0.0,6143235.769355498,1802015.8256776133 + 06/26 02:00:00,0.0,0.0,281.15831069803257,1012169.9185129172,0.0,6143235.769355498,1802015.8256776133 + 06/26 03:00:00,0.0,0.0,281.04843701946529,1011774.373270075,0.0,6143235.769355498,1802015.8256776133 + 06/26 04:00:00,0.0,0.0,281.04843701946529,1011774.373270075,0.0,6143235.769355498,1802015.8256776133 + 06/26 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12:00:00,0.0,143011878.90627549,5014.458577399421,18052050.878637919,143011878.90627549,27644560.962099744,32436284.862197039 + 06/26 13:00:00,0.0,147406908.12915827,5009.779427979722,18035205.940727,147406908.12915827,27644560.962099744,32436284.862197039 + 06/26 14:00:00,0.0,175344401.73026876,5003.882041634825,18013975.34988537,175344401.73026876,27644560.962099744,32436284.862197039 + 06/26 15:00:00,0.0,214055342.5997857,4992.276563779235,17972195.62960525,214055342.5997857,27644560.962099744,32436284.862197039 + 06/26 16:00:00,0.0,217627243.1616993,4992.276563779235,17972195.62960525,217627243.1616993,27644560.962099744,32436284.862197039 + 06/26 17:00:00,0.0,189483193.56237693,3896.4951106508935,14027382.398343217,189483193.56237693,27644560.962099744,32436284.862197039 + 06/26 18:00:00,0.0,137138306.8435285,2785.810320777456,10028917.154798843,137138306.8435285,27644560.962099744,28832253.210841814 + 06/26 19:00:00,0.0,72063190.35131173,1676.2507013338498,6034502.524801859,72063190.35131173,15358089.423388744,18020158.25677613 + 06/26 20:00:00,0.0,15484364.235010136,1119.2570941261905,4029325.5388542858,15484364.235010136,9214853.654033246,10812094.954065679 + 06/26 21:00:00,0.0,0.0,1121.5048587926154,4037417.4916534156,0.0,9214853.654033246,10812094.954065679 + 06/26 22:00:00,0.0,0.0,1120.7766116660924,4034795.801997932,0.0,6143235.769355498,3604031.6513552267 + 06/26 23:00:00,0.0,0.0,280.37621469815385,1009354.3729133539,0.0,6143235.769355498,3604031.6513552267 + 06/26 24:00:00,0.0,0.0,280.51431403977508,1009851.5305431902,0.0,6143235.769355498,1802015.8256776133 + 06/27 01:00:00,0.0,0.0,280.51431403977508,1009851.5305431902,0.0,6143235.769355498,1802015.8256776133 + 06/27 02:00:00,0.0,0.0,280.6636411210623,1010389.1080358244,0.0,6143235.769355498,1802015.8256776133 + 06/27 03:00:00,0.0,0.0,280.89080425073606,1011206.8953026497,0.0,6143235.769355498,1802015.8256776133 + 06/27 04:00:00,0.0,0.0,280.9892140175405,1011561.1704631458,0.0,6143235.769355498,1802015.8256776133 + 06/27 05:00:00,0.0,0.0,281.0574403722132,1011806.7853399675,0.0,6143235.769355498,1802015.8256776133 + 06/27 06:00:00,0.0,0.0,281.1227493735838,1012041.8977449017,0.0,6143235.769355498,1802015.8256776133 + 06/27 07:00:00,108530893.9893677,0.0,281.1633560366783,109543082.07109973,0.0,6143235.769355498,1802015.8256776133 + 06/27 08:00:00,46340664.81864643,0.0,562.3267120733566,48365040.98211051,0.0,9214853.654033246,10812094.954065679 + 06/27 09:00:00,0.0,0.0,2811.633560366782,10121880.817320416,0.0,24572943.077421994,28832253.210841814 + 06/27 10:00:00,0.0,0.0,2811.227493735838,10120418.977449017,0.0,27644560.962099744,32436284.862197039 + 06/27 11:00:00,0.0,0.0,5059.033926699838,18212522.136119419,0.0,27644560.962099744,32436284.862197039 + 06/27 12:00:00,0.0,25342902.75357236,5056.034476513249,18201724.115447698,25342902.75357236,27644560.962099744,32436284.862197039 + 06/27 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21:00:00,138780763.88921616,0.0,1117.5487503229477,142803939.39037878,0.0,9214853.654033246,10812094.954065679 + 11/12 22:00:00,0.0,0.0,1116.6751933495976,4020030.6960585524,0.0,6143235.769355498,3604031.6513552267 + 11/12 23:00:00,0.0,0.0,278.9383156199478,1004177.9362318121,0.0,6143235.769355498,3604031.6513552267 + 11/12 24:00:00,0.0,0.0,278.64585102076117,1003125.0636747402,0.0,6143235.769355498,1802015.8256776133 + 11/13 01:00:00,0.0,0.0,278.69579471541325,1003304.8609754876,0.0,6143235.769355498,1802015.8256776133 + 11/13 02:00:00,0.0,0.0,278.64585102076117,1003125.0636747402,0.0,6143235.769355498,1802015.8256776133 + 11/13 03:00:00,0.0,0.0,278.64585102076117,1003125.0636747402,0.0,6143235.769355498,1802015.8256776133 + 11/13 04:00:00,0.0,0.0,278.54452792385038,1002760.3005258613,0.0,6143235.769355498,1802015.8256776133 + 11/13 05:00:00,0.0,0.0,278.38896133545787,1002200.2608076483,0.0,6143235.769355498,1802015.8256776133 + 11/13 06:00:00,0.0,0.0,278.38896133545787,1002200.2608076483,0.0,6143235.769355498,1802015.8256776133 + 11/13 07:00:00,374991803.62864449,15244659.866134625,278.2828681194017,375993621.95387437,15244659.866134625,6143235.769355498,1802015.8256776133 + 11/13 08:00:00,146458945.54417024,0.0,556.4582167687153,148462195.12453763,0.0,9214853.654033246,10812094.954065679 + 11/13 09:00:00,94102233.85980208,0.0,2781.7487391756205,104116529.32083431,0.0,24572943.077421994,28832253.210841814 + 11/13 10:00:00,71762418.96790894,0.0,2783.889613354578,81784421.5759854,0.0,27644560.962099744,32436284.862197039 + 11/13 11:00:00,72185445.7935186,0.0,5009.091626149231,90218175.64765583,0.0,27644560.962099744,32436284.862197039 + 11/13 12:00:00,64295113.3548003,0.0,5011.001304038242,82334718.04933796,0.0,27644560.962099744,32436284.862197039 + 11/13 13:00:00,66814759.91968004,0.0,5011.001304038242,84854364.61421772,0.0,27644560.962099744,32436284.862197039 + 11/13 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22:00:00,0.0,0.0,1113.3446104274395,4008040.597538782,0.0,6143235.769355498,3604031.6513552267 + 11/13 23:00:00,0.0,0.0,277.8395272100524,1000222.2979561886,0.0,6143235.769355498,3604031.6513552267 + 11/13 24:00:00,0.0,0.0,278.22910838435765,1001624.7901836875,0.0,6143235.769355498,1802015.8256776133 + 11/14 01:00:00,0.0,0.0,278.174873917562,1001429.5461032234,0.0,6143235.769355498,1802015.8256776133 + 11/14 02:00:00,0.0,0.0,278.1201652394046,1001232.5948618567,0.0,6143235.769355498,1802015.8256776133 + 11/14 03:00:00,0.0,0.0,278.1201652394046,1001232.5948618567,0.0,6143235.769355498,1802015.8256776133 + 11/14 04:00:00,0.0,0.0,277.89659898009736,1000427.7563283504,0.0,6143235.769355498,1802015.8256776133 + 11/14 05:00:00,0.0,0.0,277.72397124114857,999806.2964681347,0.0,6143235.769355498,1802015.8256776133 + 11/14 06:00:00,0.0,0.0,277.180775858192,997850.7930894913,0.0,6143235.769355498,1802015.8256776133 + 11/14 07:00:00,416365773.09035196,15371135.778669006,276.12245449060966,417359813.92651817,15371135.778669006,6143235.769355498,1802015.8256776133 + 11/14 08:00:00,100861947.52055188,0.0,552.7960950046502,102852013.46256863,0.0,9214853.654033246,10812094.954065679 + 11/14 09:00:00,2911190.87562561,0.0,2769.913254622399,12882878.592266247,0.0,24572943.077421994,28832253.210841814 + 11/14 10:00:00,0.0,0.0,2777.2397124114856,9998062.964681348,0.0,27644560.962099744,32436284.862197039 + 11/14 11:00:00,0.0,0.0,5011.943288372751,18042995.838141905,0.0,27644560.962099744,32436284.862197039 + 11/14 12:00:00,10206415.219845679,0.0,5020.033908130441,28278537.289115266,0.0,27644560.962099744,32436284.862197039 + 11/14 13:00:00,3506296.040653275,0.0,5028.969376453265,21610585.795885028,0.0,27644560.962099744,32436284.862197039 + 11/14 14:00:00,0.0,14793672.629380603,5034.803873015523,18125293.942855885,14793672.629380603,27644560.962099744,32436284.862197039 + 11/14 15:00:00,0.0,40714548.43333381,5036.174622254158,18130228.640114968,40714548.43333381,27644560.962099744,32436284.862197039 + 11/14 16:00:00,0.0,20979541.006000185,5033.397919180372,18120232.509049339,20979541.006000185,27644560.962099744,32436284.862197039 + 11/14 17:00:00,53303561.94832503,0.0,3904.470817434786,67359656.89109028,0.0,27644560.962099744,32436284.862197039 + 11/14 18:00:00,87985966.95792926,0.0,2784.4129379848616,98009853.53467475,0.0,27644560.962099744,28832253.210841814 + 11/14 19:00:00,122166386.83653969,0.0,1664.196265353645,128157493.3918128,0.0,15358089.423388744,18020158.25677613 + 11/14 20:00:00,143715901.1128586,0.0,1109.7074729308257,147710848.01540954,0.0,9214853.654033246,10812094.954065679 + 11/14 21:00:00,149068919.37123118,0.0,1106.928991541205,153053863.74077953,0.0,9214853.654033246,10812094.954065679 + 11/14 22:00:00,0.0,0.0,1104.2096731158429,3975154.823217036,0.0,6143235.769355498,3604031.6513552267 + 11/14 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06:00:00,0.0,0.0,274.23700568575097,987253.2204687034,0.0,6143235.769355498,1802015.8256776133 + 12/31 07:00:00,532195097.4360361,20530755.605565434,274.317738795308,533182641.29569926,20530755.605565434,6143235.769355498,1802015.8256776133 + 12/31 08:00:00,225313902.58414264,0.0,549.2725830710862,227291283.88319854,0.0,9214853.654033246,10812094.954065679 + 12/31 09:00:00,171080288.48124824,0.0,2749.4780023196096,180978409.28959883,0.0,24572943.077421994,28832253.210841814 + 12/31 10:00:00,150483704.7444436,0.0,2755.4949528949689,160403486.57486547,0.0,27644560.962099744,32436284.862197039 + 12/31 11:00:00,148792630.75620545,0.0,4967.674707983377,166676259.7049456,0.0,27644560.962099744,32436284.862197039 + 12/31 12:00:00,126746125.3091029,0.0,4976.384480839337,144661109.4401245,0.0,27644560.962099744,32436284.862197039 + 12/31 13:00:00,127470010.21606186,0.0,4978.798998934269,145393686.6122252,0.0,27644560.962099744,32436284.862197039 + 12/31 14:00:00,131907924.93665383,0.0,4984.69047854207,149852810.6594053,0.0,27644560.962099744,32436284.862197039 + 12/31 15:00:00,125297355.7050731,0.0,4988.125612719936,143254607.9108649,0.0,27644560.962099744,32436284.862197039 + 12/31 16:00:00,131112006.25215161,0.0,4991.485567824271,149081354.296319,0.0,27644560.962099744,32436284.862197039 + 12/31 17:00:00,125495559.06508108,0.0,3895.207517381006,139518306.1276527,0.0,27644560.962099744,32436284.862197039 + 12/31 18:00:00,107447404.69165609,0.0,2792.134453822064,117499088.7254155,0.0,27644560.962099744,28832253.210841814 + 12/31 19:00:00,140085742.21720309,0.0,1675.807719108821,146118650.00599484,0.0,15358089.423388744,18020158.25677613 + 12/31 20:00:00,147552883.09587253,0.0,1117.3779190656338,151575443.6045088,0.0,9214853.654033246,10812094.954065679 + 12/31 21:00:00,134066145.6020484,0.0,1117.717638205332,138089929.09958763,0.0,9214853.654033246,10812094.954065679 + 12/31 22:00:00,0.0,0.0,1118.5328709289716,4026718.335344298,0.0,6143235.769355498,3604031.6513552267 + 12/31 23:00:00,0.0,0.0,280.0385700581902,1008138.8522094847,0.0,6143235.769355498,3604031.6513552267 + 12/31 24:00:00,0.0,0.0,280.49529355333189,1009783.0567919947,0.0,6143235.769355498,1802015.8256776133 From cd7104206a2184127ff5d056939007d410057d35 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Wed, 13 Sep 2023 04:40:11 -0400 Subject: [PATCH 048/101] changed name of test file --- tests/test_results_import.py | 1 + .../tests_data/{summerschool_one_building_out.csv => 12_out.csv} | 0 2 files changed, 1 insertion(+) rename tests/tests_data/{summerschool_one_building_out.csv => 12_out.csv} (100%) diff --git a/tests/test_results_import.py b/tests/test_results_import.py index 7f8df098..e3498079 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -96,6 +96,7 @@ class TestResultsImport(TestCase): def test_energy_plus_results_import(self): ResultFactory('energy_plus_workflow', self._city, self._example_path).enrich() for building in self._city.buildings: + print(building.name) print(building.heating_demand) print(building.cooling_demand) diff --git a/tests/tests_data/summerschool_one_building_out.csv b/tests/tests_data/12_out.csv similarity index 100% rename from tests/tests_data/summerschool_one_building_out.csv rename to tests/tests_data/12_out.csv From 707b42f2a93f48fe8424d394d1380e5ca2d49c51 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 13 Sep 2023 16:36:27 -0400 Subject: [PATCH 049/101] modified the test checking if it only returns the hourly, monthly and yearly demands for building 12 --- tests/test_results_import.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/tests/test_results_import.py b/tests/test_results_import.py index e3498079..775ae083 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -30,7 +30,7 @@ class TestResultsImport(TestCase): """ self._example_path = (Path(__file__).parent / 'tests_data').resolve() self._output_path = (Path(__file__).parent / 'tests_outputs').resolve() - file = 'summerschool_one_building.geojson' + file = 'test.geojson' file_path = (self._example_path / file).resolve() self._city = GeometryFactory('geojson', path=file_path, @@ -96,7 +96,12 @@ class TestResultsImport(TestCase): def test_energy_plus_results_import(self): ResultFactory('energy_plus_workflow', self._city, self._example_path).enrich() for building in self._city.buildings: - print(building.name) - print(building.heating_demand) - print(building.cooling_demand) + csv_output_name = f'{building.name}_out.csv' + csv_output_path = (self._example_path / csv_output_name).resolve() + if csv_output_path.is_file(): + print(building.name) + print(building.heating_demand) + print(building.heating_demand.keys()) + print(building.cooling_demand) + print(building.cooling_demand.keys()) From b24a616d0000f6a97e73c4ae71ac0a4d31448442 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Thu, 14 Sep 2023 12:03:50 -0400 Subject: [PATCH 050/101] modified energy plus results importer test --- tests/test_results_import.py | 22 ++++++++++++++++------ 1 file changed, 16 insertions(+), 6 deletions(-) diff --git a/tests/test_results_import.py b/tests/test_results_import.py index 775ae083..8f4e0aed 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -99,9 +99,19 @@ class TestResultsImport(TestCase): csv_output_name = f'{building.name}_out.csv' csv_output_path = (self._example_path / csv_output_name).resolve() if csv_output_path.is_file(): - print(building.name) - print(building.heating_demand) - print(building.heating_demand.keys()) - print(building.cooling_demand) - print(building.cooling_demand.keys()) - + self.assertEqual(building.name, '12') + self.assertIsNotNone(building.heating_demand) + self.assertIsNotNone(building.cooling_demand) + self.assertIsNotNone(building.domestic_hot_water_heat_demand) + self.assertIsNotNone(building.lighting_electrical_demand) + self.assertIsNotNone(building.appliances_electrical_demand) + total_demand = sum(building.heating_demand[cte.HOUR]) + self.assertAlmostEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) + total_demand = sum(building.heating_demand[cte.MONTH]) + self.assertEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) + if building.name != '12': + self.assertDictEqual(building.heating_demand, {}) + self.assertDictEqual(building.cooling_demand, {}) + self.assertDictEqual(building.domestic_hot_water_heat_demand, {}) + self.assertDictEqual(building.lighting_electrical_demand, {}) + self.assertDictEqual(building.appliances_electrical_demand, {}) From ee875859e8c781abb302d73d9ee569bf6c507de0 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 18 Sep 2023 15:44:52 -0400 Subject: [PATCH 051/101] work started on generation_system.py and generic_generation_system.py --- .../energy_systems/energy_system.py | 4 +- .../energy_systems/generation_system.py | 7 +++ .../generic_generation_system.py | 44 +++++++++++++++++++ 3 files changed, 53 insertions(+), 2 deletions(-) diff --git a/hub/city_model_structure/energy_systems/energy_system.py b/hub/city_model_structure/energy_systems/energy_system.py index fdac1513..a5324047 100644 --- a/hub/city_model_structure/energy_systems/energy_system.py +++ b/hub/city_model_structure/energy_systems/energy_system.py @@ -60,9 +60,9 @@ class EnergySystem: self._demand_types = value @property - def generation_system(self) -> GenerationSystem: + def generation_system(self) -> List[GenerationSystem]: """ - Get generation system + Get generation systems :return: GenerationSystem """ return self._generation_system diff --git a/hub/city_model_structure/energy_systems/generation_system.py b/hub/city_model_structure/energy_systems/generation_system.py index 1561e370..10572805 100644 --- a/hub/city_model_structure/energy_systems/generation_system.py +++ b/hub/city_model_structure/energy_systems/generation_system.py @@ -22,6 +22,13 @@ class GenerationSystem: self._storage_capacity = None self._generic_generation_system = None self._auxiliary_equipment = None + self._model_name = None + self._manufacturer = None + self._maximum_heat_output = None + self._minimum_heat_output = None + self._maximum_cooling_output = None + self._minimum_cooling_output = None + @property def generic_generation_system(self) -> GenericGenerationSystem: diff --git a/hub/city_model_structure/energy_systems/generic_generation_system.py b/hub/city_model_structure/energy_systems/generic_generation_system.py index 28094571..fa885a3c 100644 --- a/hub/city_model_structure/energy_systems/generic_generation_system.py +++ b/hub/city_model_structure/energy_systems/generic_generation_system.py @@ -24,6 +24,18 @@ class GenericGenerationSystem: self._source_mass_flow = None self._storage = None self._auxiliary_equipment = None + self._source_medium = None + self._supply_medium = None + self._maximum_heat_supply_temperature = None + self._minimum_heat_supply_temperature = None + self._maximum_cooling_supply_temperature = None + self._minimum_cooling_supply_temperature = None + self._heat_output_curve = None + self._heat_fuel_consumption_curve = None + self._heat_efficiency_curve = None + self._cooling_output_curve = None + self._cooling_fuel_consumption_curve = None + self._cooling_efficiency_curve = None @property def type(self): @@ -184,3 +196,35 @@ class GenericGenerationSystem: :return: GenerationSystem """ self._auxiliary_equipment = value + + @property + def source_medium(self): + """ + Get the source medium [air, water, ground, district_heating, grid, on_site_electricity] + :return: string + """ + return self._source_medium + + @source_medium.setter + def source_medium(self, value): + """ + Set the source medium [air, water, ground, district_heating, grid, on_site_electricity] + :param value: string + """ + self._source_medium = value + + @property + def supply_medium(self): + """ + Get the supply medium from ['air', 'water'] + :return: string + """ + return self._supply_medium + + @supply_medium.setter + def supply_medium(self, value): + """ + Set the supply medium from ['air', 'water'] + :param value: string + """ + self._supply_medium = value From 41cf280aab10cdd231c9d1b82a9bc5480ac7c8e9 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 18 Sep 2023 15:55:50 -0400 Subject: [PATCH 052/101] work started on generation_system.py and generic_generation_system.py --- .../generic_generation_system.py | 71 +++++++++++++++++++ 1 file changed, 71 insertions(+) diff --git a/hub/city_model_structure/energy_systems/generic_generation_system.py b/hub/city_model_structure/energy_systems/generic_generation_system.py index fa885a3c..f5737fee 100644 --- a/hub/city_model_structure/energy_systems/generic_generation_system.py +++ b/hub/city_model_structure/energy_systems/generic_generation_system.py @@ -228,3 +228,74 @@ class GenericGenerationSystem: :param value: string """ self._supply_medium = value + + # self._heat_output_curve = None + # self._heat_fuel_consumption_curve = None + # self._heat_efficiency_curve = None + # self._cooling_output_curve = None + # self._cooling_fuel_consumption_curve = None + # self._cooling_efficiency_curve = None + + @property + def maximum_heat_supply_temperature(self): + """ + Get maximum heating supply temperature in degree Celsius + :return: float + """ + return self._maximum_heat_supply_temperature + + @maximum_heat_supply_temperature.setter + def maximum_heat_supply_temperature(self, value): + """ + Set maximum heating supply temperature in degree Celsius + :param value: float + """ + self._maximum_heat_supply_temperature = value + + @property + def minimum_heat_supply_temperature(self): + """ + Get minimum heating supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @minimum_heat_supply_temperature.setter + def minimum_heat_supply_temperature(self, value): + """ + Set minimum heating supply temperature in degree Celsius + :param value: float + """ + self._minimum_heat_supply_temperature = value + + @property + def maximum_cooling_supply_temperature(self): + """ + Get maximum cooling supply temperature in degree Celsius + :return: float + """ + return self._maximum_cooling_supply_temperature + + @maximum_cooling_supply_temperature.setter + def maximum_cooling_supply_temperature(self, value): + """ + Set maximum cooling supply temperature in degree Celsius + :param value: float + """ + self._maximum_cooling_supply_temperature = value + + @property + def minimum_cooling_supply_temperature(self): + """ + Get minimum cooling supply temperature in degree Celsius + :return: float + """ + return self._minimum_cooling_supply_temperature + + @minimum_cooling_supply_temperature.setter + def minimum_cooling_supply_temperature(self, value): + """ + Set minimum cooling supply temperature in degree Celsius + :param value: float + """ + self._minimum_cooling_supply_temperature = value From cb3e100fd46580a157904c295dac5406b3c04722 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 19 Sep 2023 20:35:08 -0400 Subject: [PATCH 053/101] I completed the generation_system.py Created generic_storage_system.py, thermal_storage_system.py, and electrical_storage_system.py and added them to energy_system.py and generic_energy_system.py --- .../electrical_storage_system.py | 155 ++++++++++++++++++ .../energy_systems/energy_system.py | 19 +++ .../energy_systems/generation_system.py | 97 +++++++++++ .../energy_systems/generic_energy_system.py | 24 ++- .../energy_systems/generic_storage_system.py | 65 ++++++++ .../energy_systems/thermal_storage_system.py | 136 +++++++++++++++ 6 files changed, 493 insertions(+), 3 deletions(-) create mode 100644 hub/city_model_structure/energy_systems/electrical_storage_system.py create mode 100644 hub/city_model_structure/energy_systems/generic_storage_system.py create mode 100644 hub/city_model_structure/energy_systems/thermal_storage_system.py diff --git a/hub/city_model_structure/energy_systems/electrical_storage_system.py b/hub/city_model_structure/energy_systems/electrical_storage_system.py new file mode 100644 index 00000000..54bf587c --- /dev/null +++ b/hub/city_model_structure/energy_systems/electrical_storage_system.py @@ -0,0 +1,155 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +from __future__ import annotations + +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem + + + +class ElectricalStorageSystem: + def __init__(self): + self._model_name = None + self._manufacturer = None + self._generic_storage_system = None + self._rated_output_power = None + self._nominal_efficiency = None + self._battery_voltage = None + self._depth_of_discharge = None + self._self_discharge_rate = None + + @property + def model_name(self): + """ + Get the model name + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set the model name + :return: string + """ + self._model_name = value + + @property + def manufacturer(self): + """ + Get the manufacturer name + :return: string + """ + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set the manufacturer name + :return: string + """ + self._manufacturer = value + + @property + def generic_storage_system(self) -> GenericStorageSystem: + """ + Get associated generic_storage_system + :return: GenericStorageSystem + """ + return self._generic_storage_system + + @generic_storage_system.setter + def generic_storage_system(self, value): + """ + Set associated generic_storage_system + :param value: GenericStorageSystem + """ + self._generic_storage_system = value + + @property + def rated_output_power(self): + """ + Get the rated output power in Watts + :return: float + """ + return self._rated_output_power + + @rated_output_power.setter + def rated_output_power(self, value): + """ + Set the rated output power in Watts + :return: float + """ + self._rated_output_power = value + + @property + def nominal_efficiency(self): + """ + Get the nominal efficiency + :return: float + """ + return self._nominal_efficiency + + @nominal_efficiency.setter + def nominal_efficiency(self, value): + """ + Set the nominal efficiency + :return: float + """ + self._nominal_efficiency = value + + @property + def battery_voltage(self): + """ + Get the battery voltage in Volts + :return: float + """ + return self._battery_voltage + + @battery_voltage.setter + def battery_voltage(self, value): + """ + Get the battery voltage in Volts + :return: float + """ + self._battery_voltage = value + + @property + def depth_of_discharge(self): + """ + Get the depth of discharge as a percentage + :return: float + """ + return self._depth_of_discharge + + @depth_of_discharge.setter + def depth_of_discharge(self, value): + """ + Set the depth of discharge as a percentage + :return: float + """ + self._depth_of_discharge = value + + @property + def self_discharge_rate(self): + """ + Get the self discharge rate of battery as a percentage + :return: float + """ + return self._self_discharge_rate + + @self_discharge_rate.setter + def self_discharge_rate(self, value): + """ + Get the self discharge rate of battery as a percentage + :return: float + """ + self._self_discharge_rate = value + + + diff --git a/hub/city_model_structure/energy_systems/energy_system.py b/hub/city_model_structure/energy_systems/energy_system.py index a5324047..f4a9ea96 100644 --- a/hub/city_model_structure/energy_systems/energy_system.py +++ b/hub/city_model_structure/energy_systems/energy_system.py @@ -11,6 +11,8 @@ from hub.city_model_structure.energy_systems.generation_system import Generation from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.city_model_structure.energy_systems.control_system import ControlSystem +from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem +from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem from hub.city_model_structure.city_object import CityObject @@ -26,6 +28,7 @@ class EnergySystem: self._emission_system = None self._connected_city_objects = None self._control_system = None + self._energy_storage_system = None @property def name(self): @@ -138,3 +141,19 @@ class EnergySystem: :param value: ControlSystem """ self._control_system = value + + @property + def energy_storage_system(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]: + """ + Get energy storage systems + :return: [EnergyStorageSystem] + """ + return self._energy_storage_system + + @energy_storage_system.setter + def energy_storage_system(self, value): + """ + Set storage system + :param value: [EnergyStorageSystem] + """ + self._energy_storage_system = value diff --git a/hub/city_model_structure/energy_systems/generation_system.py b/hub/city_model_structure/energy_systems/generation_system.py index 10572805..5d64f303 100644 --- a/hub/city_model_structure/energy_systems/generation_system.py +++ b/hub/city_model_structure/energy_systems/generation_system.py @@ -125,3 +125,100 @@ class GenerationSystem: :param value: GenerationSystem """ self._auxiliary_equipment = value + + @property + def model_name(self): + """ + Get the model name + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set the model name + :return: string + """ + self._model_name = value + + @property + def manufacturer(self): + """ + Get the manufacturer name + :return: string + """ + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set the manufacturer name + :return: string + """ + self._manufacturer = value + + @property + def maximum_heat_output(self): + """ + Get maximum heat output in W + :return: float + """ + return self._maximum_heat_output + + @maximum_heat_output.setter + def maximum_heat_output(self, value): + """ + Set maximum heat output in W + :return: float + """ + self._maximum_heat_output = value + + @property + def minimum_heat_output(self): + """ + Get minimum heat output in W + :return: float + """ + return self._minimum_heat_output + + @minimum_heat_output.setter + def minimum_heat_output(self, value): + """ + Set minimum heat output in W + :return: float + """ + self._minimum_heat_output = value + + @property + def maximum_cooling_output(self): + """ + Get maximum cooling output in W + :return: float + """ + return self._maximum_cooling_output + + @maximum_cooling_output.setter + def maximum_cooling_output(self, value): + """ + Set maximum cooling output in W + :return: float + """ + self._maximum_cooling_output = value + + @property + def minimum_cooling_output(self): + """ + Get minimum cooling output in W + :return: float + """ + return self._minimum_cooling_output + + @minimum_cooling_output.setter + def minimum_cooling_output(self, value): + """ + Set minimum cooling output in W + :return: float + """ + self._minimum_cooling_output = value + diff --git a/hub/city_model_structure/energy_systems/generic_energy_system.py b/hub/city_model_structure/energy_systems/generic_energy_system.py index ac5d9b62..fddd4368 100644 --- a/hub/city_model_structure/energy_systems/generic_energy_system.py +++ b/hub/city_model_structure/energy_systems/generic_energy_system.py @@ -5,12 +5,12 @@ Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from typing import Union +from typing import Union, List from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem - +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem class GenericEnergySystem: """ @@ -23,6 +23,8 @@ class GenericEnergySystem: self._distribution_system = None self._emission_system = None self._connected_city_objects = None + self._energy_storage_system = None + @property def name(self): @@ -57,7 +59,7 @@ class GenericEnergySystem: self._demand_types = value @property - def generation_system(self) -> GenericGenerationSystem: + def generation_system(self) -> List[GenericGenerationSystem]: """ Get generation system :return: GenerationSystem @@ -103,3 +105,19 @@ class GenericEnergySystem: :param value: EmissionSystem """ self._emission_system = value + + @property + def energy_storage_system(self) -> Union[None, GenericStorageSystem]: + """ + Get storage system + :return: EnergyStorageSystem + """ + return self._energy_storage_system + + @energy_storage_system.setter + def energy_storage_system(self, value): + """ + Set storage system + :return: EnergyStorageSystem + """ + self._energy_storage_system = value diff --git a/hub/city_model_structure/energy_systems/generic_storage_system.py b/hub/city_model_structure/energy_systems/generic_storage_system.py new file mode 100644 index 00000000..2b7e0bab --- /dev/null +++ b/hub/city_model_structure/energy_systems/generic_storage_system.py @@ -0,0 +1,65 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +from __future__ import annotations + + +class GenericStorageSystem: + def __init__(self): + self._storage_type = None + self._nominal_capacity = None + self._losses_ratio = None + + @property + def storage_type(self): + """ + Get the type of storage system from [sensible, latent, lithium_ion, NiCd, lead_acid] + :return: string + """ + return self._storage_type + + @storage_type.setter + def storage_type(self, value): + """ + Set the type of storage system from [sensible, latent, lithium_ion, NiCd, lead_acid] + :return: string + """ + self._storage_type = value + + @property + def nominal_capacity(self): + """ + Get the nominal capacity of storage systems in Jules + :return: float + """ + return self._nominal_capacity + + @nominal_capacity.setter + def nominal_capacity(self, value): + """ + Set the nominal capacity of storage systems in Jules + :return: float + """ + self._nominal_capacity = value + + @property + def losses_ratio(self): + """ + Get the losses-ratio of storage system in Jules lost / Jules stored + :return: float + """ + return self._losses_ratio + + @losses_ratio.setter + def losses_ratio(self, value): + """ + Set the losses-ratio of storage system in Jules lost / Jules stored + :return: float + """ + self._losses_ratio = value + diff --git a/hub/city_model_structure/energy_systems/thermal_storage_system.py b/hub/city_model_structure/energy_systems/thermal_storage_system.py new file mode 100644 index 00000000..23ee7c54 --- /dev/null +++ b/hub/city_model_structure/energy_systems/thermal_storage_system.py @@ -0,0 +1,136 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +from __future__ import annotations + + +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem +from hub.city_model_structure.building_demand.layer import Layer + + +class ThermalStorageSystem: + def __init__(self): + self._model_name = None + self._manufacturer = None + self._volume = None + self._height = None + self._layers = None + self._maximum_operating_temperature = None + self._generic_storage_system = None + + @property + def model_name(self): + """ + Get the model name + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set the model name + :return: string + """ + self._model_name = value + + @property + def manufacturer(self): + """ + Get the manufacturer name + :return: string + """ + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set the manufacturer name + :return: string + """ + self._manufacturer = value + + @property + def volume(self): + """ + Get the volume of thermal storage in m3 + :return: float + """ + return self._volume + + @volume.setter + def volume(self, value): + """ + Set the thermal storage volume in m3 + :return: float + """ + self._volume = value + + @property + def height(self): + """ + Get the storage height in m + :return: float + """ + return self._height + + @height.setter + def height(self, value): + """ + Set the storage height in m + :return: float + """ + self._height = value + + @property + def generic_storage_system(self) -> GenericStorageSystem: + """ + Get associated generic_storage_system + :return: GenericStorageSystem + """ + return self._generic_storage_system + + @generic_storage_system.setter + def generic_storage_system(self, value): + """ + Set associated generic_storage_system + :param value: GenericStorageSystem + """ + self._generic_storage_system = value + + @property + def maximum_operating_temperature(self): + """ + Get the storage maximum operating temperature in degree Celsius + :return: float + """ + return self._maximum_operating_temperature + + @maximum_operating_temperature.setter + def maximum_operating_temperature(self, value): + """ + Set the storage maximum operating temperature in degree Celsius + :return: float + """ + self._maximum_operating_temperature = value + + @property + def layers(self) -> [Layer]: + """ + Get the storage system layers + :return: Layer + """ + return self._layers + + @layers.setter + def layers(self, value): + """ + Set the storage system layers + :return: Layer + """ + self._layers = value From 482c06e4c27b9a94c490476115826f13690143bc Mon Sep 17 00:00:00 2001 From: sanam Date: Wed, 20 Sep 2023 11:30:41 -0400 Subject: [PATCH 054/101] new class created --- .../stochastic_occupancy_model/archetype.py | 105 +++--------------- .../data_models/usages/lighting.py | 2 +- 2 files changed, 15 insertions(+), 92 deletions(-) diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py index 3397c4bf..71d597d1 100644 --- a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py +++ b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py @@ -1,11 +1,10 @@ """ -Construction catalog Archetype +Stochastic_occupancy catalog Archetype SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2022 Concordia CERC group -Project Coder Guille Gutierrez guillermo.gutierrezmorote@concordia.ca +Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca """ -from hub.catalog_factories.data_models.construction.construction import Construction class Archetype: @@ -15,27 +14,14 @@ class Archetype: def __init__(self, archetype_id, name, function, - climate_zone, - construction_period, - constructions, - average_storey_height, - thermal_capacity, - extra_loses_due_to_thermal_bridges, - indirect_heated_ratio, - infiltration_rate_for_ventilation_system_off, - infiltration_rate_for_ventilation_system_on): + climate_zone, stochastic_schedule + ): self._id = archetype_id self._name = name self._function = function self._climate_zone = climate_zone - self._construction_period = construction_period - self._constructions = constructions - self._average_storey_height = average_storey_height - self._thermal_capacity = thermal_capacity - self._extra_loses_due_to_thermal_bridges = extra_loses_due_to_thermal_bridges - self._indirect_heated_ratio = indirect_heated_ratio - self._infiltration_rate_for_ventilation_system_off = infiltration_rate_for_ventilation_system_off - self._infiltration_rate_for_ventilation_system_on = infiltration_rate_for_ventilation_system_on + self._stochastic_schedule + @property def id(self): @@ -70,86 +56,23 @@ class Archetype: return self._climate_zone @property - def constructions(self) -> [Construction]: + def stchastic_schedule(self): """ - Get archetype constructions - :return: [Construction] + Get stochastic schedules from the code + :return: schedule """ - return self._constructions - - @property - def construction_period(self): - """ - Get archetype construction period - :return: str - """ - return self._construction_period - - @property - def average_storey_height(self): - """ - Get archetype average storey height in m - :return: float - """ - return self._average_storey_height - - @property - def thermal_capacity(self): - """ - Get archetype thermal capacity in J/m3K - :return: float - """ - return self._thermal_capacity - - @property - def extra_loses_due_to_thermal_bridges(self): - """ - Get archetype extra loses due to thermal bridges in W/m2K - :return: float - """ - return self._extra_loses_due_to_thermal_bridges - - @property - def indirect_heated_ratio(self): - """ - Get archetype indirect heated area ratio - :return: float - """ - return self._indirect_heated_ratio - - @property - def infiltration_rate_for_ventilation_system_off(self): - """ - Get archetype infiltration rate for ventilation system off in 1/s - :return: float - """ - return self._infiltration_rate_for_ventilation_system_off - - @property - def infiltration_rate_for_ventilation_system_on(self): - """ - Get archetype infiltration rate for ventilation system on in 1/s - :return: float - """ - return self._infiltration_rate_for_ventilation_system_on + return self._stochastic_schedule def to_dictionary(self): """Class content to dictionary""" - _constructions = [] - for _construction in self.constructions: - _constructions.append(_construction.to_dictionary()) + _stochastic_schedule = [] + for _stochastic_schedule in self.stochastic_schedule: + _stochastic_schedule.append(_stochastic_schedule.to_dictionary()) content = {'Archetype': {'id': self.id, 'name': self.name, 'function': self.function, 'climate zone': self.climate_zone, - 'period of construction': self.construction_period, - 'average storey height [m]': self.average_storey_height, - 'thermal capacity [J/m3K]': self.thermal_capacity, - 'extra loses due to thermal bridges [W/m2K]': self.extra_loses_due_to_thermal_bridges, - 'indirect heated ratio': self.indirect_heated_ratio, - 'infiltration rate for ventilation off [1/s]': self.infiltration_rate_for_ventilation_system_off, - 'infiltration rate for ventilation on [1/s]': self.infiltration_rate_for_ventilation_system_on, - 'constructions': _constructions + 'stochastic_schedule': self.stochastic_schedule } } return content diff --git a/hub/catalog_factories/data_models/usages/lighting.py b/hub/catalog_factories/data_models/usages/lighting.py index 2d9420fe..fafd5ab1 100644 --- a/hub/catalog_factories/data_models/usages/lighting.py +++ b/hub/catalog_factories/data_models/usages/lighting.py @@ -54,7 +54,7 @@ class Lighting: return self._latent_fraction @property - def schedules(self) -> Union[None, List[Schedule]]: + def schedules(self) -> Union[None, List[Schedule], List[Stochastic_Schedule]]: """ Get schedules dataType = fraction From bf004f9e18c8a3a437a9b762593a24863cb02f89 Mon Sep 17 00:00:00 2001 From: sanam Date: Thu, 21 Sep 2023 14:33:13 -0400 Subject: [PATCH 055/101] Stochastic schedule folder created --- .../stochastic_occupancy_model/stochastic_schedule | 0 .../stochastic_occupancy_model/stochastic_schedule.py | 7 +++++++ 2 files changed, 7 insertions(+) create mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule create mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule new file mode 100644 index 00000000..e69de29b diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py new file mode 100644 index 00000000..23e6ea23 --- /dev/null +++ b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py @@ -0,0 +1,7 @@ +""" +Stochastic_occupancy catalog stochastic schedules +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2022 Concordia CERC group +Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca +""" + From 12d20f2d7a6ca7c706c14b45b79d07e1205857fa Mon Sep 17 00:00:00 2001 From: sanam Date: Fri, 22 Sep 2023 09:42:10 -0400 Subject: [PATCH 056/101] Stochastic schedule folder created --- .../stochastic_schedule.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py index 23e6ea23..6df529a0 100644 --- a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py +++ b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py @@ -5,3 +5,15 @@ Copyright © 2022 Concordia CERC group Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca """ +class StochasticSchedules: + """ + Schedule class + """ + + def __init__(self, schedule_type, values, data_type, time_step, time_range, day_types): + self._type = schedule_type + self._values = values + self._data_type = data_type + self._time_step = time_step + self._time_range = time_range + self._day_types = day_types \ No newline at end of file From 4ce9f99e4d1bc32087af246026cd0cd3bea5cfcd Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Mon, 25 Sep 2023 03:41:52 -0400 Subject: [PATCH 057/101] cleaning mix-branches --- .../stochastic_occupancy_model/archetype.py | 78 ------------------- .../stochastic_schedule | 0 .../stochastic_schedule.py | 19 ----- .../data_models/usages/lighting.py | 2 +- 4 files changed, 1 insertion(+), 98 deletions(-) delete mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py delete mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule delete mode 100644 hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py deleted file mode 100644 index 71d597d1..00000000 --- a/hub/catalog_factories/data_models/stochastic_occupancy_model/archetype.py +++ /dev/null @@ -1,78 +0,0 @@ -""" -Stochastic_occupancy catalog Archetype -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2022 Concordia CERC group -Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca -""" - - - -class Archetype: - """ - Archetype class - """ - def __init__(self, archetype_id, - name, - function, - climate_zone, stochastic_schedule - ): - self._id = archetype_id - self._name = name - self._function = function - self._climate_zone = climate_zone - self._stochastic_schedule - - - @property - def id(self): - """ - Get archetype id - :return: str - """ - return self._id - - @property - def name(self): - """ - Get archetype name - :return: str - """ - return self._name - - @property - def function(self): - """ - Get archetype function - :return: str - """ - return self._function - - @property - def climate_zone(self): - """ - Get archetype climate zone - :return: str - """ - return self._climate_zone - - @property - def stchastic_schedule(self): - """ - Get stochastic schedules from the code - :return: schedule - """ - return self._stochastic_schedule - - def to_dictionary(self): - """Class content to dictionary""" - _stochastic_schedule = [] - for _stochastic_schedule in self.stochastic_schedule: - _stochastic_schedule.append(_stochastic_schedule.to_dictionary()) - content = {'Archetype': {'id': self.id, - 'name': self.name, - 'function': self.function, - 'climate zone': self.climate_zone, - 'stochastic_schedule': self.stochastic_schedule - } - } - return content diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule deleted file mode 100644 index e69de29b..00000000 diff --git a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py b/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py deleted file mode 100644 index 6df529a0..00000000 --- a/hub/catalog_factories/data_models/stochastic_occupancy_model/stochastic_schedule.py +++ /dev/null @@ -1,19 +0,0 @@ -""" -Stochastic_occupancy catalog stochastic schedules -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2022 Concordia CERC group -Project Coder Sanam Dabirian sanam.dabirian@mail.concordia.ca -""" - -class StochasticSchedules: - """ - Schedule class - """ - - def __init__(self, schedule_type, values, data_type, time_step, time_range, day_types): - self._type = schedule_type - self._values = values - self._data_type = data_type - self._time_step = time_step - self._time_range = time_range - self._day_types = day_types \ No newline at end of file diff --git a/hub/catalog_factories/data_models/usages/lighting.py b/hub/catalog_factories/data_models/usages/lighting.py index fafd5ab1..2d9420fe 100644 --- a/hub/catalog_factories/data_models/usages/lighting.py +++ b/hub/catalog_factories/data_models/usages/lighting.py @@ -54,7 +54,7 @@ class Lighting: return self._latent_fraction @property - def schedules(self) -> Union[None, List[Schedule], List[Stochastic_Schedule]]: + def schedules(self) -> Union[None, List[Schedule]]: """ Get schedules dataType = fraction From 6d34e41e90e78a165a73da2ab5e8e280801bec2c Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 26 Sep 2023 18:54:58 -0400 Subject: [PATCH 058/101] Started working on north america energy system importer. --- .../generic_generation_system.py | 115 ++++++++++++++++-- .../energy_systems/performance_curve.py | 105 ++++++++++++++++ ...a_demand_type_to_hub_energy_demand_type.py | 28 +++++ hub/helpers/dictionaries.py | 8 ++ ...america_custom_energy_system_parameters.py | 86 +++++++++++++ hub/imports/energy_systems_factory.py | 9 ++ 6 files changed, 342 insertions(+), 9 deletions(-) create mode 100644 hub/city_model_structure/energy_systems/performance_curve.py create mode 100644 hub/helpers/data/north_america_demand_type_to_hub_energy_demand_type.py create mode 100644 hub/imports/energy_systems/north_america_custom_energy_system_parameters.py diff --git a/hub/city_model_structure/energy_systems/generic_generation_system.py b/hub/city_model_structure/energy_systems/generic_generation_system.py index f5737fee..f068eba9 100644 --- a/hub/city_model_structure/energy_systems/generic_generation_system.py +++ b/hub/city_model_structure/energy_systems/generic_generation_system.py @@ -1,12 +1,14 @@ """ -Generic energy generation system definition +Energy System catalog heat generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from __future__ import annotations from typing import Union +from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves class GenericGenerationSystem: @@ -36,6 +38,12 @@ class GenericGenerationSystem: self._cooling_output_curve = None self._cooling_fuel_consumption_curve = None self._cooling_efficiency_curve = None + self._heat_output_curve = None + self._heat_fuel_consumption_curve = None + self._heat_efficiency_curve = None + self._cooling_output_curve = None + self._cooling_fuel_consumption_curve = None + self._cooling_efficiency_curve = None @property def type(self): @@ -229,13 +237,6 @@ class GenericGenerationSystem: """ self._supply_medium = value - # self._heat_output_curve = None - # self._heat_fuel_consumption_curve = None - # self._heat_efficiency_curve = None - # self._cooling_output_curve = None - # self._cooling_fuel_consumption_curve = None - # self._cooling_efficiency_curve = None - @property def maximum_heat_supply_temperature(self): """ @@ -299,3 +300,99 @@ class GenericGenerationSystem: :param value: float """ self._minimum_cooling_supply_temperature = value + + @property + def heat_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_output_curve + + @heat_output_curve.setter + def heat_output_curve(self, value): + """ + Set the heat output curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_output_curve = value + + @property + def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_fuel_consumption_curve + + @heat_fuel_consumption_curve.setter + def heat_fuel_consumption_curve(self, value): + """ + Set the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_fuel_consumption_curve = value + + @property + def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_efficiency_curve + + @heat_efficiency_curve.setter + def heat_efficiency_curve(self, value): + """ + Set the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_efficiency_curve = value + + @property + def cooling_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the cooling output curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_output_curve + + @cooling_output_curve.setter + def cooling_output_curve(self, value): + """ + Set the cooling output curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_output_curve = value + + @property + def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_fuel_consumption_curve + + @cooling_fuel_consumption_curve.setter + def cooling_fuel_consumption_curve(self, value): + """ + Set the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_fuel_consumption_curve = value + + @property + def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_efficiency_curve + + @cooling_efficiency_curve.setter + def cooling_efficiency_curve(self, value): + """ + Set the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_efficiency_curve = value diff --git a/hub/city_model_structure/energy_systems/performance_curve.py b/hub/city_model_structure/energy_systems/performance_curve.py new file mode 100644 index 00000000..4aaaef1f --- /dev/null +++ b/hub/city_model_structure/energy_systems/performance_curve.py @@ -0,0 +1,105 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +from __future__ import annotations + + +class PerformanceCurves: + """ + Parameter function class + """ + + def __init__(self): + self._curve_type = None + self._dependant_variable = None + self._parameters = None + self._coefficients = None + + @property + def curve_type(self): + """ + Get the type of the fit function from the following + Linear =>>> y = a*x + b + Exponential =>>> y = a*(b**x) + Polynomial =>>> y = a*(x**2) + b*x + c + Power =>>> y = a*(x**b) + Second degree multivariable =>>> y = a*(x**2) + b*x + c*x*z + d*z + e*(z**2) + f + + Get the type of function from ['linear', 'exponential', 'polynomial', 'power', 'second degree multivariable'] + :return: string + """ + return self._curve_type + + @curve_type.setter + def curve_type(self, value): + """ + Set the type of the fit function from the following + Linear =>>> y = a*x + b + Exponential =>>> y = a*(b**x) + Polynomial =>>> y = a*(x**2) + b*x + c + Power =>>> y = a*(x**b) + Second degree multivariable =>>> y = a*(x**2) + b*x + c*x*z + d*z + e*(z**2) + f + + Get the type of function from ['linear', 'exponential', 'polynomial', 'power', 'second degree multivariable'] + :return: string + """ + self._curve_type = value + + @property + def dependant_variable(self): + """ + Get y (e.g. COP in COP = a*source temperature**2 + b*source temperature + c*source temperature*supply temperature + + d*supply temperature + e*supply temperature**2 + f) + """ + return self._dependant_variable + + @dependant_variable.setter + def dependant_variable(self, value): + """ + Set y (e.g. COP in COP = a*source temperature**2 + b*source temperature + c*source temperature*supply temperature + + d*supply temperature + e*supply temperature**2 + f) + """ + self._dependant_variable = value + + @property + def parameters(self): + """ + Get the list of parameters involved in fitting process as ['x', 'z'] (e.g. [source temperature, supply temperature] + in COP= *source temperature**2 + b*source temperature + c*source temperature*supply temperature + + d*supply temperature + e*supply temperature**2 + f) + :return: string + """ + return self._parameters + + @parameters.setter + def parameters(self, value): + """ + Set the list of parameters involved in fitting process as ['x', 'z'] (e.g. [source temperature, supply temperature] + in COP= *source temperature**2 + b*source temperature + c*source temperature*supply temperature + + d*supply temperature + e*supply temperature**2 + f) + :return: string + """ + self._parameters = value + + @property + def coefficients(self): + """ + Get the coefficients of the functions as list of ['a', 'b', 'c', 'd', 'e', 'f'] + :return: [coefficients] + """ + return self._coefficients + + @coefficients.setter + def coefficients(self, value): + """ + Set the coefficients of the functions as list of ['a', 'b', 'c', 'd', 'e', 'f'] + :return: [coefficients] + """ + self._coefficients = value + + diff --git a/hub/helpers/data/north_america_demand_type_to_hub_energy_demand_type.py b/hub/helpers/data/north_america_demand_type_to_hub_energy_demand_type.py new file mode 100644 index 00000000..b616e4f8 --- /dev/null +++ b/hub/helpers/data/north_america_demand_type_to_hub_energy_demand_type.py @@ -0,0 +1,28 @@ +""" +Dictionaries module for Montreal system catalog demand types to hub energy demand types +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +import hub.helpers.constants as cte + + +class NorthAmericaDemandTypeToHubEnergyDemandType: + """ + Montreal demand type to hub energy demand type + """ + def __init__(self): + self._dictionary = {'heating': cte.HEATING, + 'cooling': cte.COOLING, + 'domestic_hot_water': cte.DOMESTIC_HOT_WATER, + 'electricity': cte.ELECTRICITY, + } + + @property + def dictionary(self) -> dict: + """ + Get the dictionary + :return: {} + """ + return self._dictionary diff --git a/hub/helpers/dictionaries.py b/hub/helpers/dictionaries.py index 3fa8125d..efeddd4b 100644 --- a/hub/helpers/dictionaries.py +++ b/hub/helpers/dictionaries.py @@ -21,6 +21,7 @@ from hub.helpers.data.hub_usage_to_eilat_usage import HubUsageToEilatUsage from hub.helpers.data.montreal_system_to_hub_energy_generation_system import MontrealSystemToHubEnergyGenerationSystem from hub.helpers.data.montreal_demand_type_to_hub_energy_demand_type import MontrealDemandTypeToHubEnergyDemandType from hub.helpers.data.hub_function_to_montreal_custom_costs_function import HubFunctionToMontrealCustomCostsFunction +from hub.helpers.data.north_america_demand_type_to_hub_energy_demand_type import NorthAmericaDemandTypeToHubEnergyDemandType class Dictionaries: @@ -128,6 +129,13 @@ class Dictionaries: """ return MontrealDemandTypeToHubEnergyDemandType().dictionary + @property + def north_america_demand_type_to_hub_energy_demand_type(self): + """ + Get montreal custom system demand type to hub energy demand type, transformation dictionary + """ + return NorthAmericaDemandTypeToHubEnergyDemandType().dictionary + @property def hub_function_to_montreal_custom_costs_function(self) -> dict: """ diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py new file mode 100644 index 00000000..e2d244f7 --- /dev/null +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -0,0 +1,86 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +import logging +import copy + +from pandas import DataFrame + +from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory +from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem +from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.energy_system import EnergySystem +from hub.city_model_structure.energy_systems.generation_system import GenerationSystem +from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem +from hub.city_model_structure.energy_systems.emission_system import EmissionSystem +from hub.helpers.dictionaries import Dictionaries + + +class NorthAmericaCustomEnergySystemParameters: + """ + NorthAmericaCustomEnergySystemParameters class + """ + + def __init__(self, city): + self._city = city + + def enrich_buildings(self): + """ + Returns the city with the system parameters assigned to the buildings + :return: + """ + city = self._city + north_america_custom_catalog = EnergySystemsCatalogFactory('north_america').catalog + if city.energy_systems_connection_table is None: + _energy_systems_connection_table = DataFrame(columns=['Energy System Type', 'Building']) + else: + _energy_systems_connection_table = city.energy_systems_connection_table + if city.generic_energy_systems is None: + _generic_energy_systems = {} + else: + _generic_energy_systems = city.generic_energy_systems + for building in city.buildings: + archetype_name = building.energy_systems_archetype_name + try: + archetype = self._search_archetypes(north_america_custom_catalog, archetype_name) + except KeyError: + logging.error('Building %s has unknown energy system archetype for system name %s', building.name, + archetype_name) + continue + _energy_systems_connection_table, _generic_energy_systems = self._create_generic_systems( + archetype, + building, + _energy_systems_connection_table, + _generic_energy_systems + ) + city.energy_systems_connection_table = _energy_systems_connection_table + city.generic_energy_systems = _generic_energy_systems + + @staticmethod + def _search_archetypes(catalog, name): + archetypes = catalog.entries('archetypes') + for building_archetype in archetypes: + if str(name) == str(building_archetype.name): + return building_archetype + raise KeyError('archetype not found') + + @staticmethod + def _create_generic_systems(archetype, building, + _energy_systems_connection_table, _generic_energy_systems): + building_systems = [] + data = [archetype.name, building.name] + _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data + for system in archetype.systems: + energy_system = GenericEnergySystem() + _hub_demand_types = [] + for demand_type in system.demand_types: + _hub_demand_types.append(Dictionaries().north_america_demand_type_to_hub_energy_demand_type[demand_type]) + energy_system.name = system.name + energy_system.demand_types = _hub_demand_types + _generation_system = GenericGenerationSystem() diff --git a/hub/imports/energy_systems_factory.py b/hub/imports/energy_systems_factory.py index ca4e7789..c059961c 100644 --- a/hub/imports/energy_systems_factory.py +++ b/hub/imports/energy_systems_factory.py @@ -33,6 +33,15 @@ class EnergySystemsFactory: for building in self._city.buildings: building.level_of_detail.energy_systems = 1 + def _north_america(self): + """ + Enrich the city by using north america custom energy systems catalog information + """ + MontrealCustomEnergySystemParameters(self._city).enrich_buildings() + self._city.level_of_detail.energy_systems = 2 + for building in self._city.buildings: + building.level_of_detail.energy_systems = 2 + def enrich(self): """ Enrich the city given to the class using the class given handler From 8b66e20e9ae23d6e67bf630f0dd23e550d9ec249 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Wed, 27 Sep 2023 05:35:28 -0400 Subject: [PATCH 059/101] some refactoring --- hub/exports/building_energy/idf.py | 1 + ...ergy_plus_workflow.py => energy_plus_single_building.py} | 6 ++---- hub/imports/results_factory.py | 6 +++--- tests/test_results_import.py | 2 +- 4 files changed, 7 insertions(+), 8 deletions(-) rename hub/imports/results/{energy_plus_workflow.py => energy_plus_single_building.py} (94%) diff --git a/hub/exports/building_energy/idf.py b/hub/exports/building_energy/idf.py index 50f97849..63ea0b19 100644 --- a/hub/exports/building_energy/idf.py +++ b/hub/exports/building_energy/idf.py @@ -558,6 +558,7 @@ class Idf: self._add_lighting(thermal_zone, building.name) self._add_appliances(thermal_zone, building.name) self._add_dhw(thermal_zone, building.name) + # todo: @Guille: if export_type is not surfaces, we don't differentiate between shadows and buildings? if self._export_type == "Surfaces": if building.name in self._target_buildings or building.name in self._adjacent_buildings: if building.thermal_zones_from_internal_zones is not None: diff --git a/hub/imports/results/energy_plus_workflow.py b/hub/imports/results/energy_plus_single_building.py similarity index 94% rename from hub/imports/results/energy_plus_workflow.py rename to hub/imports/results/energy_plus_single_building.py index 627b3fd7..a5e0fd08 100644 --- a/hub/imports/results/energy_plus_workflow.py +++ b/hub/imports/results/energy_plus_single_building.py @@ -12,7 +12,7 @@ import csv import hub.helpers.constants as cte -class EnergyPlusWorkflow: +class EnergyPlusSingleBuilding: def __init__(self, city, base_path): self._city = city self._base_path = base_path @@ -59,7 +59,7 @@ class EnergyPlusWorkflow: total_cooling_demand += float(line[cooling_index]) building_energy_demands['Cooling (J)'].append(total_cooling_demand) for dhw_index in dhw_column_index: - total_dhw_demand += float(line[dhw_index]) * 3600 + total_dhw_demand += float(line[dhw_index]) * cte.WATTS_HOUR_TO_JULES building_energy_demands['DHW (J)'].append(total_dhw_demand) for appliance_index in appliance_column_index: total_appliance_demand += float(line[appliance_index]) @@ -85,8 +85,6 @@ class EnergyPlusWorkflow: building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands['DHW (J)'] building.appliances_electrical_demand[cte.HOUR] = building_energy_demands['Appliances (J)'] building.lighting_electrical_demand[cte.HOUR] = building_energy_demands['Lighting (J)'] - # todo: @Saeed, this a list of ONE value with the total energy of the year, exactly the same as cte.YEAR. - # You have to use the method to add hourly values from helpers/monthly_values building.heating_demand[cte.MONTH] = MonthlyValues.get_total_month(building.heating_demand[cte.HOUR]) building.cooling_demand[cte.MONTH] = MonthlyValues.get_total_month(building.cooling_demand[cte.HOUR]) building.domestic_hot_water_heat_demand[cte.MONTH] = ( diff --git a/hub/imports/results_factory.py b/hub/imports/results_factory.py index fac60de3..480b5c64 100644 --- a/hub/imports/results_factory.py +++ b/hub/imports/results_factory.py @@ -10,7 +10,7 @@ from pathlib import Path from hub.helpers.utils import validate_import_export_type from hub.imports.results.insel_monthly_energry_balance import InselMonthlyEnergyBalance from hub.imports.results.simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm -from hub.imports.results.energy_plus_workflow import EnergyPlusWorkflow +from hub.imports.results.energy_plus_single_building import EnergyPlusSingleBuilding class ResultFactory: """ @@ -46,11 +46,11 @@ class ResultFactory: """ InselMonthlyEnergyBalance(self._city, self._base_path).enrich() - def _energy_plus_workflow(self): + def _energy_plus_single_building(self): """ Enrich the city with energy plus results """ - EnergyPlusWorkflow(self._city, self._base_path).enrich() + EnergyPlusSingleBuilding(self._city, self._base_path).enrich() def enrich(self): """ diff --git a/tests/test_results_import.py b/tests/test_results_import.py index 8f4e0aed..b83418e6 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -94,7 +94,7 @@ class TestResultsImport(TestCase): self.assertIsNotNone(building.cooling_peak_load) def test_energy_plus_results_import(self): - ResultFactory('energy_plus_workflow', self._city, self._example_path).enrich() + ResultFactory('energy_plus_single_building', self._city, self._example_path).enrich() for building in self._city.buildings: csv_output_name = f'{building.name}_out.csv' csv_output_path = (self._example_path / csv_output_name).resolve() From 3809cf2885706ad21fe60b066ccdf03b6381d303 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 27 Sep 2023 13:00:04 -0400 Subject: [PATCH 060/101] continued the work on importer --- ...america_custom_energy_system_parameters.py | 34 +++++++++++++++++++ 1 file changed, 34 insertions(+) diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index e2d244f7..062c274a 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -84,3 +84,37 @@ class NorthAmericaCustomEnergySystemParameters: energy_system.name = system.name energy_system.demand_types = _hub_demand_types _generation_system = GenericGenerationSystem() + archetype_generation_equipment = system.generation_system + _type = system.name + _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ + _type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = archetype_generation_equipment.source_medium + _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency + _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency + _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency + _generation_system.source_temperature = archetype_generation_equipment.source_temperature + _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow + _generation_system.storage = archetype_generation_equipment.storage + _generation_system.auxiliary_equipment = None + + energy_system.generation_system = _generation_system + + _distribution_system = GenericDistributionSystem() + archetype_distribution_equipment = system.distribution_systems + _distribution_system.type = archetype_distribution_equipment.type + _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature + _distribution_system.distribution_consumption_fix_flow = \ + archetype_distribution_equipment.distribution_consumption_fix_flow + _distribution_system.distribution_consumption_variable_flow = \ + archetype_distribution_equipment.distribution_consumption_variable_flow + _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses + + energy_system.distribution_system = _distribution_system + + building_systems.append(energy_system) + if archetype.name not in _generic_energy_systems: + _generic_energy_systems[archetype.name] = building_systems + + return _energy_systems_connection_table, _generic_energy_systems From 8dbbfb94600ac354193fbf0b63ecb35144638292 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 27 Sep 2023 17:48:23 -0400 Subject: [PATCH 061/101] finished creating generic generation system in the _create_generic_systems method in north_america_custom_energy_system_parameters.py --- .../generic_generation_system.py | 23 ------------ .../north_america_custom_fuel_to_hub_fuel.py | 28 +++++++++++++++ ..._system_to_hub_energy_generation_system.py | 33 +++++++++++++++++ hub/helpers/dictionaries.py | 30 ++++++++++++---- ...america_custom_energy_system_parameters.py | 36 +++++++++++-------- 5 files changed, 105 insertions(+), 45 deletions(-) create mode 100644 hub/helpers/data/north_america_custom_fuel_to_hub_fuel.py create mode 100644 hub/helpers/data/north_america_system_to_hub_energy_generation_system.py diff --git a/hub/city_model_structure/energy_systems/generic_generation_system.py b/hub/city_model_structure/energy_systems/generic_generation_system.py index f068eba9..32cefdd0 100644 --- a/hub/city_model_structure/energy_systems/generic_generation_system.py +++ b/hub/city_model_structure/energy_systems/generic_generation_system.py @@ -26,7 +26,6 @@ class GenericGenerationSystem: self._source_mass_flow = None self._storage = None self._auxiliary_equipment = None - self._source_medium = None self._supply_medium = None self._maximum_heat_supply_temperature = None self._minimum_heat_supply_temperature = None @@ -38,12 +37,6 @@ class GenericGenerationSystem: self._cooling_output_curve = None self._cooling_fuel_consumption_curve = None self._cooling_efficiency_curve = None - self._heat_output_curve = None - self._heat_fuel_consumption_curve = None - self._heat_efficiency_curve = None - self._cooling_output_curve = None - self._cooling_fuel_consumption_curve = None - self._cooling_efficiency_curve = None @property def type(self): @@ -205,22 +198,6 @@ class GenericGenerationSystem: """ self._auxiliary_equipment = value - @property - def source_medium(self): - """ - Get the source medium [air, water, ground, district_heating, grid, on_site_electricity] - :return: string - """ - return self._source_medium - - @source_medium.setter - def source_medium(self, value): - """ - Set the source medium [air, water, ground, district_heating, grid, on_site_electricity] - :param value: string - """ - self._source_medium = value - @property def supply_medium(self): """ diff --git a/hub/helpers/data/north_america_custom_fuel_to_hub_fuel.py b/hub/helpers/data/north_america_custom_fuel_to_hub_fuel.py new file mode 100644 index 00000000..20af3369 --- /dev/null +++ b/hub/helpers/data/north_america_custom_fuel_to_hub_fuel.py @@ -0,0 +1,28 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" +import hub.helpers.constants as cte + + +class NorthAmericaCustomFuelToHubFuel: + """ + Montreal custom fuel to hub fuel class + """ + def __init__(self): + self._dictionary = { + 'natural gas': cte.GAS, + 'electricity': cte.ELECTRICITY, + 'renewable': cte.RENEWABLE + } + + @property + def dictionary(self) -> dict: + """ + Get the dictionary + :return: {} + """ + return self._dictionary diff --git a/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py b/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py new file mode 100644 index 00000000..56ff51fd --- /dev/null +++ b/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py @@ -0,0 +1,33 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +import hub.helpers.constants as cte + + +class NorthAmericaSystemToHubEnergyGenerationSystem: + """ + Montreal's system to hub energy generation system class + """ + def __init__(self): + self._dictionary = { + 'Air Source Heat Pump with Natural Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], + 'Air Source Heat Pump with Electrical Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], + 'Ground Source Heat Pump with Natural Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], + 'Ground Source Heat Pump with Electrical Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], + 'Water Source Heat Pump with Natural Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], + 'Water Source Heat Pump with Electrical Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], + 'Photovoltaic system': cte.PHOTOVOLTAIC, + } + + @property + def dictionary(self) -> dict: + """ + Get the dictionary + :return: {} + """ + return self._dictionary diff --git a/hub/helpers/dictionaries.py b/hub/helpers/dictionaries.py index efeddd4b..582dd682 100644 --- a/hub/helpers/dictionaries.py +++ b/hub/helpers/dictionaries.py @@ -22,6 +22,8 @@ from hub.helpers.data.montreal_system_to_hub_energy_generation_system import Mon from hub.helpers.data.montreal_demand_type_to_hub_energy_demand_type import MontrealDemandTypeToHubEnergyDemandType from hub.helpers.data.hub_function_to_montreal_custom_costs_function import HubFunctionToMontrealCustomCostsFunction from hub.helpers.data.north_america_demand_type_to_hub_energy_demand_type import NorthAmericaDemandTypeToHubEnergyDemandType +from hub.helpers.data.north_america_system_to_hub_energy_generation_system import NorthAmericaSystemToHubEnergyGenerationSystem +from hub.helpers.data.north_america_custom_fuel_to_hub_fuel import NorthAmericaCustomFuelToHubFuel class Dictionaries: @@ -129,13 +131,6 @@ class Dictionaries: """ return MontrealDemandTypeToHubEnergyDemandType().dictionary - @property - def north_america_demand_type_to_hub_energy_demand_type(self): - """ - Get montreal custom system demand type to hub energy demand type, transformation dictionary - """ - return NorthAmericaDemandTypeToHubEnergyDemandType().dictionary - @property def hub_function_to_montreal_custom_costs_function(self) -> dict: """ @@ -157,3 +152,24 @@ class Dictionaries: Get hub fuel from montreal_custom catalog fuel """ return MontrealCustomFuelToHubFuel().dictionary + + @property + def north_america_demand_type_to_hub_energy_demand_type(self): + """ + Get montreal custom system demand type to hub energy demand type, transformation dictionary + """ + return NorthAmericaDemandTypeToHubEnergyDemandType().dictionary + + @property + def north_america_system_to_hub_energy_generation_system(self): + """ + Get montreal custom system names to hub energy system names, transformation dictionary + """ + return NorthAmericaSystemToHubEnergyGenerationSystem().dictionary + + @property + def north_america_custom_fuel_to_hub_fuel(self) -> dict: + """ + Get hub fuel from montreal_custom catalog fuel + """ + return NorthAmericaCustomFuelToHubFuel().dictionary diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 062c274a..492877d2 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -12,7 +12,6 @@ import copy from pandas import DataFrame from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory -from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem from hub.city_model_structure.energy_systems.energy_system import EnergySystem @@ -20,6 +19,7 @@ from hub.city_model_structure.energy_systems.generation_system import Generation from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.helpers.dictionaries import Dictionaries +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem class NorthAmericaCustomEnergySystemParameters: @@ -84,11 +84,10 @@ class NorthAmericaCustomEnergySystemParameters: energy_system.name = system.name energy_system.demand_types = _hub_demand_types _generation_system = GenericGenerationSystem() - archetype_generation_equipment = system.generation_system + archetype_generation_equipment = system.generation_systems _type = system.name - _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ - _type] - _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] + _generation_system.type = Dictionaries().north_america_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] _generation_system.fuel_type = _fuel_type _generation_system.source_types = archetype_generation_equipment.source_medium _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency @@ -98,20 +97,27 @@ class NorthAmericaCustomEnergySystemParameters: _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow _generation_system.storage = archetype_generation_equipment.storage _generation_system.auxiliary_equipment = None + _generation_system._supply_medium = archetype_generation_equipment.supply_medium + _generation_system._maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature + _generation_system._minimum_heat_supply_temperature = archetype_generation_equipment.minimum_heat_supply_temperature + _generation_system._maximum_cooling_supply_temperature = archetype_generation_equipment.maximum_cooling_supply_temperature + _generation_system._minimum_cooling_supply_temperature = archetype_generation_equipment.minimum_cooling_supply_temperature + _generation_system._heat_output_curve = archetype_generation_equipment.heat_output_curve + _generation_system._heat_fuel_consumption_curve = archetype_generation_equipment.heat_fuel_consumption_curve + _generation_system._heat_efficiency_curve = archetype_generation_equipment.heat_efficiency_curve + _generation_system._cooling_output_curve = archetype_generation_equipment.cooling_output_curve + _generation_system._cooling_fuel_consumption_curve = archetype_generation_equipment.cooling_fuel_consumption_curve + _generation_system._cooling_efficiency_curve = archetype_generation_equipment.cooling_efficiency_curve energy_system.generation_system = _generation_system - _distribution_system = GenericDistributionSystem() - archetype_distribution_equipment = system.distribution_systems - _distribution_system.type = archetype_distribution_equipment.type - _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature - _distribution_system.distribution_consumption_fix_flow = \ - archetype_distribution_equipment.distribution_consumption_fix_flow - _distribution_system.distribution_consumption_variable_flow = \ - archetype_distribution_equipment.distribution_consumption_variable_flow - _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses + _energy_storage_system = GenericStorageSystem() + archetype_storage_equipment = system.energy_storage_systems + + + + - energy_system.distribution_system = _distribution_system building_systems.append(energy_system) if archetype.name not in _generic_energy_systems: From eaa3064a3fe9c4c6dc3f42b44a9deebfad3f66bd Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 28 Sep 2023 19:19:32 -0400 Subject: [PATCH 062/101] continued working on energy system importer --- hub/helpers/constants.py | 5 +++ ...h_america_storage_system_to_hub_storage.py | 32 +++++++++++++++++++ hub/helpers/dictionaries.py | 14 ++++++-- ...america_custom_energy_system_parameters.py | 15 +++++---- 4 files changed, 56 insertions(+), 10 deletions(-) create mode 100644 hub/helpers/data/north_america_storage_system_to_hub_storage.py diff --git a/hub/helpers/constants.py b/hub/helpers/constants.py index 7cd6151e..586a3a79 100644 --- a/hub/helpers/constants.py +++ b/hub/helpers/constants.py @@ -199,6 +199,11 @@ BOILER = 'Boiler' HEAT_PUMP = 'Heat Pump' BASEBOARD = 'Baseboard' CHILLER = 'Chiller' +SENSIBLE = 'Sensible' +LATENT = 'Latent' +LITHIUMION = 'Lithium Ion' +NICD = 'NiCd' +LEADACID = 'Lead Acid' # Geometry EPSILON = 0.0000001 diff --git a/hub/helpers/data/north_america_storage_system_to_hub_storage.py b/hub/helpers/data/north_america_storage_system_to_hub_storage.py new file mode 100644 index 00000000..1a947b8d --- /dev/null +++ b/hub/helpers/data/north_america_storage_system_to_hub_storage.py @@ -0,0 +1,32 @@ +""" +Energy System catalog heat generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +import hub.helpers.constants as cte + + +class NorthAmericaStorageSystemToHubEnergyStorage: + """ + Montreal's system to hub energy generation system class + """ + def __init__(self): + self._dictionary = { + 'Air Source Heat Pump with Natural Gas Boiler and thermal storage': cte.SENSIBLE, + 'Air Source Heat Pump with Electrical Boiler and thermal storage': cte.SENSIBLE, + 'Ground Source Heat Pump with Natural Gas Boiler and thermal storage': cte.SENSIBLE, + 'Ground Source Heat Pump with Electrical Gas Boiler and thermal storage': cte.SENSIBLE, + 'Water Source Heat Pump with Natural Gas Boiler and thermal storage': cte.SENSIBLE, + 'Water Source Heat Pump with Electrical Gas Boiler and thermal storage': cte.SENSIBLE, + } + + @property + def dictionary(self) -> dict: + """ + Get the dictionary + :return: {} + """ + return self._dictionary diff --git a/hub/helpers/dictionaries.py b/hub/helpers/dictionaries.py index 582dd682..561d375e 100644 --- a/hub/helpers/dictionaries.py +++ b/hub/helpers/dictionaries.py @@ -24,6 +24,7 @@ from hub.helpers.data.hub_function_to_montreal_custom_costs_function import HubF from hub.helpers.data.north_america_demand_type_to_hub_energy_demand_type import NorthAmericaDemandTypeToHubEnergyDemandType from hub.helpers.data.north_america_system_to_hub_energy_generation_system import NorthAmericaSystemToHubEnergyGenerationSystem from hub.helpers.data.north_america_custom_fuel_to_hub_fuel import NorthAmericaCustomFuelToHubFuel +from hub.helpers.data.north_america_storage_system_to_hub_storage import NorthAmericaStorageSystemToHubEnergyStorage class Dictionaries: @@ -156,20 +157,27 @@ class Dictionaries: @property def north_america_demand_type_to_hub_energy_demand_type(self): """ - Get montreal custom system demand type to hub energy demand type, transformation dictionary + Get north america system demand type to hub energy demand type, transformation dictionary """ return NorthAmericaDemandTypeToHubEnergyDemandType().dictionary @property def north_america_system_to_hub_energy_generation_system(self): """ - Get montreal custom system names to hub energy system names, transformation dictionary + Get north america system names to hub energy system names, transformation dictionary """ return NorthAmericaSystemToHubEnergyGenerationSystem().dictionary @property def north_america_custom_fuel_to_hub_fuel(self) -> dict: """ - Get hub fuel from montreal_custom catalog fuel + Get hub fuel from north_america catalog fuel """ return NorthAmericaCustomFuelToHubFuel().dictionary + + @property + def north_america_storage_system_to_hub_storage(self): + """ + Get montreal custom system names to hub storage system + """ + return NorthAmericaStorageSystemToHubEnergyStorage().dictionary diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 492877d2..13a70928 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -20,6 +20,7 @@ from hub.city_model_structure.energy_systems.distribution_system import Distribu from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.helpers.dictionaries import Dictionaries from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem +from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem class NorthAmericaCustomEnergySystemParameters: @@ -95,7 +96,7 @@ class NorthAmericaCustomEnergySystemParameters: _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency _generation_system.source_temperature = archetype_generation_equipment.source_temperature _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow - _generation_system.storage = archetype_generation_equipment.storage + _generation_system.storage = None _generation_system.auxiliary_equipment = None _generation_system._supply_medium = archetype_generation_equipment.supply_medium _generation_system._maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature @@ -111,13 +112,13 @@ class NorthAmericaCustomEnergySystemParameters: energy_system.generation_system = _generation_system - _energy_storage_system = GenericStorageSystem() + _thermal_storage_system = ThermalStorageSystem() archetype_storage_equipment = system.energy_storage_systems - - - - - + _thermal_storage_system.generic_storage_system.storage_type = Dictionaries().north_america_storage_system_to_hub_storage[archetype_storage_equipment.storage_type] + _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature + _thermal_storage_system.height = archetype_storage_equipment.height + _thermal_storage_system.layers = archetype_storage_equipment.layers + energy_system.energy_storage_system = _thermal_storage_system building_systems.append(energy_system) if archetype.name not in _generic_energy_systems: From b914c9e7bf84d71bdc6602a4662c06b07d44d8ac Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 2 Oct 2023 12:39:30 -0400 Subject: [PATCH 063/101] made final changes to north_america_custom_energy_system_parameters.py --- ...america_custom_energy_system_parameters.py | 39 +++++++++++++++++++ 1 file changed, 39 insertions(+) diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 13a70928..43d339a9 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -63,6 +63,8 @@ class NorthAmericaCustomEnergySystemParameters: city.energy_systems_connection_table = _energy_systems_connection_table city.generic_energy_systems = _generic_energy_systems + self._associate_energy_systems(city) + @staticmethod def _search_archetypes(catalog, name): archetypes = catalog.entries('archetypes') @@ -125,3 +127,40 @@ class NorthAmericaCustomEnergySystemParameters: _generic_energy_systems[archetype.name] = building_systems return _energy_systems_connection_table, _generic_energy_systems + + @staticmethod + def _associate_energy_systems(city): + energy_systems_connection = city.energy_systems_connection_table + for building in city.buildings: + _building_energy_systems = [] + energy_systems = energy_systems_connection['Energy System Type'][ + energy_systems_connection['Building'] == building.name] + for energy_system in energy_systems: + if str(energy_system) == 'nan': + break + _generic_building_energy_systems = city.generic_energy_systems[energy_system] + for _generic_building_energy_system in _generic_building_energy_systems: + _building_energy_equipment = EnergySystem() + _building_energy_equipment.name = _generic_building_energy_system.name + _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types + + _building_distribution_system = DistributionSystem() + _building_distribution_system.generic_distribution_system = \ + copy.deepcopy(_generic_building_energy_system.distribution_systems) + _building_emission_system = EmissionSystem() + _building_emission_system.generic_emission_system = \ + copy.deepcopy(_generic_building_energy_system.emission_systems) + _building_generation_system = GenerationSystem() + _building_generation_system.generic_generation_system = \ + copy.deepcopy(_generic_building_energy_system.generation_system) + _building_storage_system = ThermalStorageSystem() + _building_storage_system.generic_storage_system = \ + copy.deepcopy(_generic_building_energy_system.storage_system) + + _building_energy_equipment.generation_system = _building_generation_system + _building_energy_equipment.distribution_system = _building_distribution_system + _building_energy_equipment.emission_system = _building_emission_system + _building_energy_equipment.energy_storage_system = _building_storage_system + + _building_energy_systems.append(_building_energy_equipment) + building.energy_systems = _building_energy_systems From fac6844da119581802ad67ea04c3b634ee27a441 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 2 Oct 2023 13:19:58 -0400 Subject: [PATCH 064/101] started working on the test --- tests/test_systems_factory.py | 12 +++++++++++- 1 file changed, 11 insertions(+), 1 deletion(-) diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 9044ad18..8f4b9715 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -24,7 +24,7 @@ from hub.city_model_structure.energy_systems.energy_system import EnergySystem from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem from hub.city_model_structure.energy_systems.emission_system import EmissionSystem - +from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem class TestSystemsFactory(TestCase): """ @@ -116,3 +116,13 @@ class TestSystemsFactory(TestCase): self.assertLess(0, building.cooling_consumption[cte.YEAR][0]) self.assertLess(0, building.domestic_hot_water_consumption[cte.YEAR][0]) self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) + + def test_north_america_custom_system_factory(self): + """ + Enrich the city with the construction information and verify it + """ + for building in self._city.buildings: + building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' + + EnergySystemsFactory('north_america', self._city).enrich() + self.assertEqual(17, len(self._city.energy_systems_connection_table)) \ No newline at end of file From 087384475f51a3279cbf96248e200da8784a837d Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 3 Oct 2023 09:40:32 -0400 Subject: [PATCH 065/101] changing from generation system to generation systemS in system importer north america --- ...america_custom_energy_system_parameters.py | 55 ++++++++++--------- hub/imports/energy_systems_factory.py | 3 +- 2 files changed, 31 insertions(+), 27 deletions(-) diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 43d339a9..72e60fcf 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -86,33 +86,36 @@ class NorthAmericaCustomEnergySystemParameters: _hub_demand_types.append(Dictionaries().north_america_demand_type_to_hub_energy_demand_type[demand_type]) energy_system.name = system.name energy_system.demand_types = _hub_demand_types - _generation_system = GenericGenerationSystem() - archetype_generation_equipment = system.generation_systems - _type = system.name - _generation_system.type = Dictionaries().north_america_system_to_hub_energy_generation_system[_type] - _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.source_types = archetype_generation_equipment.source_medium - _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency - _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency - _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency - _generation_system.source_temperature = archetype_generation_equipment.source_temperature - _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow - _generation_system.storage = None - _generation_system.auxiliary_equipment = None - _generation_system._supply_medium = archetype_generation_equipment.supply_medium - _generation_system._maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature - _generation_system._minimum_heat_supply_temperature = archetype_generation_equipment.minimum_heat_supply_temperature - _generation_system._maximum_cooling_supply_temperature = archetype_generation_equipment.maximum_cooling_supply_temperature - _generation_system._minimum_cooling_supply_temperature = archetype_generation_equipment.minimum_cooling_supply_temperature - _generation_system._heat_output_curve = archetype_generation_equipment.heat_output_curve - _generation_system._heat_fuel_consumption_curve = archetype_generation_equipment.heat_fuel_consumption_curve - _generation_system._heat_efficiency_curve = archetype_generation_equipment.heat_efficiency_curve - _generation_system._cooling_output_curve = archetype_generation_equipment.cooling_output_curve - _generation_system._cooling_fuel_consumption_curve = archetype_generation_equipment.cooling_fuel_consumption_curve - _generation_system._cooling_efficiency_curve = archetype_generation_equipment.cooling_efficiency_curve + archetype_generation_equipments = system.generation_systems + _generation_systems = [] + for archetype_generation_equipment in archetype_generation_equipments: + _generation_system = GenericGenerationSystem() + _type = archetype_generation_equipment.name + _generation_system.type = Dictionaries().north_america_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = archetype_generation_equipment.source_medium + _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency + _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency + _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency + _generation_system.source_temperature = archetype_generation_equipment.source_temperature + _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow + _generation_system.storage = None + _generation_system.auxiliary_equipment = None + _generation_system._supply_medium = archetype_generation_equipment.supply_medium + _generation_system._maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature + _generation_system._minimum_heat_supply_temperature = archetype_generation_equipment.minimum_heat_supply_temperature + _generation_system._maximum_cooling_supply_temperature = archetype_generation_equipment.maximum_cooling_supply_temperature + _generation_system._minimum_cooling_supply_temperature = archetype_generation_equipment.minimum_cooling_supply_temperature + _generation_system._heat_output_curve = archetype_generation_equipment.heat_output_curve + _generation_system._heat_fuel_consumption_curve = archetype_generation_equipment.heat_fuel_consumption_curve + _generation_system._heat_efficiency_curve = archetype_generation_equipment.heat_efficiency_curve + _generation_system._cooling_output_curve = archetype_generation_equipment.cooling_output_curve + _generation_system._cooling_fuel_consumption_curve = archetype_generation_equipment.cooling_fuel_consumption_curve + _generation_system._cooling_efficiency_curve = archetype_generation_equipment.cooling_efficiency_curve + _generation_systems.append(_generation_system) - energy_system.generation_system = _generation_system + energy_system.generation_systems = _generation_systems _thermal_storage_system = ThermalStorageSystem() archetype_storage_equipment = system.energy_storage_systems diff --git a/hub/imports/energy_systems_factory.py b/hub/imports/energy_systems_factory.py index c059961c..3c4bccef 100644 --- a/hub/imports/energy_systems_factory.py +++ b/hub/imports/energy_systems_factory.py @@ -9,6 +9,7 @@ from pathlib import Path from hub.helpers.utils import validate_import_export_type from hub.imports.energy_systems.montreal_custom_energy_system_parameters import MontrealCustomEnergySystemParameters +from hub.imports.energy_systems.north_america_custom_energy_system_parameters import NorthAmericaCustomEnergySystemParameters class EnergySystemsFactory: @@ -37,7 +38,7 @@ class EnergySystemsFactory: """ Enrich the city by using north america custom energy systems catalog information """ - MontrealCustomEnergySystemParameters(self._city).enrich_buildings() + NorthAmericaCustomEnergySystemParameters(self._city).enrich_buildings() self._city.level_of_detail.energy_systems = 2 for building in self._city.buildings: building.level_of_detail.energy_systems = 2 From 23a8fbe86dfe7732bde98e43f9299c906527b634 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 3 Oct 2023 13:07:20 -0400 Subject: [PATCH 066/101] continued working on the importer --- hub/data/energy_systems/north_america_systems.xml | 6 +++--- hub/helpers/constants.py | 2 +- .../north_america_storage_system_to_hub_storage.py | 7 +------ ...erica_system_to_hub_energy_generation_system.py | 14 +++++++------- ...orth_america_custom_energy_system_parameters.py | 11 ++++++----- 5 files changed, 18 insertions(+), 22 deletions(-) diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 285f9de7..36cee745 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -43,9 +43,9 @@ - - - + + + diff --git a/hub/helpers/constants.py b/hub/helpers/constants.py index 586a3a79..1fc51890 100644 --- a/hub/helpers/constants.py +++ b/hub/helpers/constants.py @@ -199,7 +199,7 @@ BOILER = 'Boiler' HEAT_PUMP = 'Heat Pump' BASEBOARD = 'Baseboard' CHILLER = 'Chiller' -SENSIBLE = 'Sensible' +SENSIBLE = 'sensible' LATENT = 'Latent' LITHIUMION = 'Lithium Ion' NICD = 'NiCd' diff --git a/hub/helpers/data/north_america_storage_system_to_hub_storage.py b/hub/helpers/data/north_america_storage_system_to_hub_storage.py index 1a947b8d..fbdebd1e 100644 --- a/hub/helpers/data/north_america_storage_system_to_hub_storage.py +++ b/hub/helpers/data/north_america_storage_system_to_hub_storage.py @@ -15,12 +15,7 @@ class NorthAmericaStorageSystemToHubEnergyStorage: """ def __init__(self): self._dictionary = { - 'Air Source Heat Pump with Natural Gas Boiler and thermal storage': cte.SENSIBLE, - 'Air Source Heat Pump with Electrical Boiler and thermal storage': cte.SENSIBLE, - 'Ground Source Heat Pump with Natural Gas Boiler and thermal storage': cte.SENSIBLE, - 'Ground Source Heat Pump with Electrical Gas Boiler and thermal storage': cte.SENSIBLE, - 'Water Source Heat Pump with Natural Gas Boiler and thermal storage': cte.SENSIBLE, - 'Water Source Heat Pump with Electrical Gas Boiler and thermal storage': cte.SENSIBLE, + 'template Hot Water Storage Tank': cte.SENSIBLE, } @property diff --git a/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py b/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py index 56ff51fd..d7a19943 100644 --- a/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py +++ b/hub/helpers/data/north_america_system_to_hub_energy_generation_system.py @@ -15,13 +15,13 @@ class NorthAmericaSystemToHubEnergyGenerationSystem: """ def __init__(self): self._dictionary = { - 'Air Source Heat Pump with Natural Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], - 'Air Source Heat Pump with Electrical Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], - 'Ground Source Heat Pump with Natural Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], - 'Ground Source Heat Pump with Electrical Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], - 'Water Source Heat Pump with Natural Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], - 'Water Source Heat Pump with Electrical Gas Boiler and thermal storage': [cte.HEAT_PUMP, cte.BOILER], - 'Photovoltaic system': cte.PHOTOVOLTAIC, + 'template Natural-Gas Boiler': cte.BOILER, + 'template Electric Boiler': cte.BOILER, + 'template Air-to-Water Heat Pump': cte.HEAT_PUMP, + 'template Groundwater-to-Water Heat Pump': cte.HEAT_PUMP, + 'template Water-to-Water Heat Pump': cte.HEAT_PUMP, + 'template Photovoltaic Module': cte.PHOTOVOLTAIC, + 'e': cte.HEATING, } @property diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 72e60fcf..c1770c87 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -118,11 +118,12 @@ class NorthAmericaCustomEnergySystemParameters: energy_system.generation_systems = _generation_systems _thermal_storage_system = ThermalStorageSystem() - archetype_storage_equipment = system.energy_storage_systems - _thermal_storage_system.generic_storage_system.storage_type = Dictionaries().north_america_storage_system_to_hub_storage[archetype_storage_equipment.storage_type] - _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature - _thermal_storage_system.height = archetype_storage_equipment.height - _thermal_storage_system.layers = archetype_storage_equipment.layers + archetype_storage_equipments = system.energy_storage_systems + for archetype_storage_equipment in archetype_storage_equipments: + _type = archetype_storage_equipment.name + _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature + _thermal_storage_system.height = archetype_storage_equipment.height + _thermal_storage_system.layers = archetype_storage_equipment.layers energy_system.energy_storage_system = _thermal_storage_system building_systems.append(energy_system) From f0ad1462d0d9c7da6474151011610a7f86f23ef5 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 3 Oct 2023 17:50:17 -0400 Subject: [PATCH 067/101] finished the first part of the test. --- ...america_custom_energy_system_parameters.py | 22 ++++--- tests/test_systems_factory.py | 63 ++++++++++++++++++- 2 files changed, 75 insertions(+), 10 deletions(-) diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index c1770c87..f5360568 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -82,7 +82,10 @@ class NorthAmericaCustomEnergySystemParameters: for system in archetype.systems: energy_system = GenericEnergySystem() _hub_demand_types = [] - for demand_type in system.demand_types: + demand_types = system.demand_types + if type(demand_types) == str: + demand_types = [demand_types] + for demand_type in demand_types: _hub_demand_types.append(Dictionaries().north_america_demand_type_to_hub_energy_demand_type[demand_type]) energy_system.name = system.name energy_system.demand_types = _hub_demand_types @@ -119,11 +122,11 @@ class NorthAmericaCustomEnergySystemParameters: _thermal_storage_system = ThermalStorageSystem() archetype_storage_equipments = system.energy_storage_systems - for archetype_storage_equipment in archetype_storage_equipments: - _type = archetype_storage_equipment.name - _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature - _thermal_storage_system.height = archetype_storage_equipment.height - _thermal_storage_system.layers = archetype_storage_equipment.layers + if archetype_storage_equipments is not None: + for archetype_storage_equipment in archetype_storage_equipments: + _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature + _thermal_storage_system.height = archetype_storage_equipment.height + _thermal_storage_system.layers = archetype_storage_equipment.layers energy_system.energy_storage_system = _thermal_storage_system building_systems.append(energy_system) @@ -139,6 +142,7 @@ class NorthAmericaCustomEnergySystemParameters: _building_energy_systems = [] energy_systems = energy_systems_connection['Energy System Type'][ energy_systems_connection['Building'] == building.name] + print(energy_systems) for energy_system in energy_systems: if str(energy_system) == 'nan': break @@ -150,16 +154,16 @@ class NorthAmericaCustomEnergySystemParameters: _building_distribution_system = DistributionSystem() _building_distribution_system.generic_distribution_system = \ - copy.deepcopy(_generic_building_energy_system.distribution_systems) + copy.deepcopy(_generic_building_energy_system.distribution_system) _building_emission_system = EmissionSystem() _building_emission_system.generic_emission_system = \ - copy.deepcopy(_generic_building_energy_system.emission_systems) + copy.deepcopy(_generic_building_energy_system.emission_system) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = \ copy.deepcopy(_generic_building_energy_system.generation_system) _building_storage_system = ThermalStorageSystem() _building_storage_system.generic_storage_system = \ - copy.deepcopy(_generic_building_energy_system.storage_system) + copy.deepcopy(_generic_building_energy_system.energy_storage_system) _building_energy_equipment.generation_system = _building_generation_system _building_energy_equipment.distribution_system = _building_distribution_system diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 8f4b9715..92625adf 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -125,4 +125,65 @@ class TestSystemsFactory(TestCase): building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' EnergySystemsFactory('north_america', self._city).enrich() - self.assertEqual(17, len(self._city.energy_systems_connection_table)) \ No newline at end of file + self.assertEqual(17, len(self._city.energy_systems_connection_table)) + + def test_north_america_custom_system_results(self): + """ + Enrich the city with the construction information and verify it + """ + ConstructionFactory('nrcan', self._city).enrich() + UsageFactory('nrcan', self._city).enrich() + WeatherFactory('epw', self._city).enrich() + ExportsFactory('sra', self._city, self._output_path).export() + sra_path = (self._output_path / f'{self._city.name}_sra.xml').resolve() + subprocess.run(['sra', str(sra_path)]) + ResultFactory('sra', self._city, self._output_path).enrich() + EnergyBuildingsExportsFactory('insel_monthly_energy_balance', self._city, self._output_path).export() + for building in self._city.buildings: + insel_path = (self._output_path / f'{building.name}.insel') + subprocess.run(['insel', str(insel_path)]) + ResultFactory('insel_monthly_energy_balance', self._city, self._output_path).enrich() + + for building in self._city.buildings: + building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' + EnergySystemsFactory('north_america', self._city).enrich() + # Need to assign energy systems to buildings: + energy_systems_connection = self._city.energy_systems_connection_table + for building in self._city.buildings: + _building_energy_systems = [] + energy_systems = energy_systems_connection['Energy System Type'][ + energy_systems_connection['Building'] == building.name] + for energy_system in energy_systems: + _generic_building_energy_systems = self._city.generic_energy_systems[energy_system] + for _generic_building_energy_system in _generic_building_energy_systems: + _building_energy_equipment = EnergySystem() + _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types + + _building_distribution_system = DistributionSystem() + _building_distribution_system.generic_distribution_system = ( + copy.deepcopy(_generic_building_energy_system.distribution_systems) + ) + _building_emission_system = EmissionSystem() + _building_emission_system.generic_emission_system = ( + copy.deepcopy(_generic_building_energy_system.emission_systems) + ) + _building_generation_system = GenerationSystem() + _building_generation_system.generic_generation_system = ( + copy.deepcopy(_generic_building_energy_system.generation_system) + ) + if cte.HEATING in _building_energy_equipment.demand_types: + _building_generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] + if cte.COOLING in _building_energy_equipment.demand_types: + _building_generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] + _building_energy_equipment.generation_system = _building_generation_system + _building_energy_equipment.distribution_system = _building_distribution_system + _building_energy_equipment.emission_system = _building_emission_system + + _building_energy_systems.append(_building_energy_equipment) + building.energy_systems = _building_energy_systems + + for building in self._city.buildings: + self.assertLess(0, building.heating_consumption[cte.YEAR][0]) + self.assertLess(0, building.cooling_consumption[cte.YEAR][0]) + self.assertLess(0, building.domestic_hot_water_consumption[cte.YEAR][0]) + self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) \ No newline at end of file From cbda6ce13d90f50ca01b9a391a3b131399beee2a Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 4 Oct 2023 17:07:19 -0400 Subject: [PATCH 068/101] Tried to modify the test_systems_factory.py but received an error saying GenerationSystem object is not iterable --- hub/city_model_structure/building.py | 11 +++++++---- tests/test_systems_factory.py | 8 ++++++-- 2 files changed, 13 insertions(+), 6 deletions(-) diff --git a/hub/city_model_structure/building.py b/hub/city_model_structure/building.py index 8d8b5ea3..2ef73469 100644 --- a/hub/city_model_structure/building.py +++ b/hub/city_model_structure/building.py @@ -744,15 +744,18 @@ class Building(CityObject): if self.energy_systems is None: return None for energy_system in self.energy_systems: + generation_systems = energy_system.generation_system for demand_type in energy_system.demand_types: if demand_type.lower() == consumption_type.lower(): if consumption_type in (cte.HEATING, cte.DOMESTIC_HOT_WATER): - coefficient_of_performance = energy_system.generation_system.generic_generation_system.heat_efficiency + for generation_system in generation_systems: + coefficient_of_performance = generation_system.generic_generation_system.heat_efficiency elif consumption_type == cte.COOLING: - coefficient_of_performance = energy_system.generation_system.generic_generation_system.cooling_efficiency + for generation_system in generation_systems: + coefficient_of_performance = generation_system.generic_generation_system.cooling_efficiency elif consumption_type == cte.ELECTRICITY: - coefficient_of_performance = \ - energy_system.generation_system.generic_generation_system.electricity_efficiency + for generation_system in generation_systems: + coefficient_of_performance = generation_system.generic_generation_system.electricity_efficiency if coefficient_of_performance == 0: values = [0]*len(demand) final_energy_consumed = values diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 92625adf..4dd70998 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -161,16 +161,20 @@ class TestSystemsFactory(TestCase): _building_distribution_system = DistributionSystem() _building_distribution_system.generic_distribution_system = ( - copy.deepcopy(_generic_building_energy_system.distribution_systems) + copy.deepcopy(_generic_building_energy_system.distribution_system) ) _building_emission_system = EmissionSystem() _building_emission_system.generic_emission_system = ( - copy.deepcopy(_generic_building_energy_system.emission_systems) + copy.deepcopy(_generic_building_energy_system.emission_system) ) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = ( copy.deepcopy(_generic_building_energy_system.generation_system) ) + _building_storage_system = ThermalStorageSystem() + _building_storage_system.generic_storage_system = \ + copy.deepcopy(_generic_building_energy_system.energy_storage_system) + if cte.HEATING in _building_energy_equipment.demand_types: _building_generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] if cte.COOLING in _building_energy_equipment.demand_types: From f2bfc297b38601da8373858419e78aeca35cb45d Mon Sep 17 00:00:00 2001 From: guille Date: Thu, 5 Oct 2023 11:30:20 +0200 Subject: [PATCH 069/101] Basic style correction and missing docstrings --- .../data_models/energy_systems/archetype.py | 14 +++---- .../energy_systems/montreal_custom_catalog.py | 7 ++-- .../north_america_energy_system_catalog.py | 9 +++-- hub/city_model_structure/building.py | 2 +- .../building_demand/thermal_zone.py | 2 +- .../electrical_storage_system.py | 6 +-- .../energy_systems/generic_storage_system.py | 4 +- .../energy_systems/performance_curve.py | 2 - hub/exports/formats/obj.py | 2 - .../construction/eilat_physics_parameters.py | 2 +- .../construction/nrcan_physics_parameters.py | 4 +- .../construction/nrel_physics_parameters.py | 2 +- ...america_custom_energy_system_parameters.py | 37 +++++++++---------- ...energy_plus_workflow.py => energy_plus.py} | 7 +++- hub/imports/results_factory.py | 2 +- hub/persistence/repositories/city_object.py | 2 +- 16 files changed, 52 insertions(+), 52 deletions(-) rename hub/imports/results/{energy_plus_workflow.py => energy_plus.py} (99%) diff --git a/hub/catalog_factories/data_models/energy_systems/archetype.py b/hub/catalog_factories/data_models/energy_systems/archetype.py index 7f43c5dc..4834b8cc 100644 --- a/hub/catalog_factories/data_models/energy_systems/archetype.py +++ b/hub/catalog_factories/data_models/energy_systems/archetype.py @@ -50,11 +50,11 @@ class Archetype: _systems = [] for _system in self.systems: _systems.append(_system.to_dictionary()) - content = {'Archetype': {'name': self.name, - 'level of detail': self.lod, - 'systems': _systems - } - } + content = { + 'Archetype': { + 'name': self.name, + 'level of detail': self.lod, + 'systems': _systems + } + } return content - - diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index b2df20c2..ee88b19c 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -30,9 +30,7 @@ class MontrealCustomCatalog(Catalog): 'demand', 'system_id')) self._lod = float(self._archetypes['catalog']['@lod']) - - self._catalog_generation_equipments, self._catalog_storage_equipments = \ - self._load_generation_and_storage_equipments() + self._catalog_generation_equipments, self._catalog_storage_equipments = self._load_generation_and_storage_equipments() self._catalog_distribution_equipments = self._load_distribution_equipments() self._catalog_emission_equipments = self._load_emission_equipments() self._catalog_systems = self._load_systems() @@ -63,6 +61,7 @@ class MontrealCustomCatalog(Catalog): electricity_efficiency = None if 'electrical_efficiency' in equipment: electricity_efficiency = float(equipment['electrical_efficiency']) + # todo: this may be optionals instead? generation_system = GenerationSystem(equipment_id, name, None, @@ -283,4 +282,4 @@ class MontrealCustomCatalog(Catalog): for entry in self._content.emission_equipments: if entry.name.lower() == name.lower(): return entry - raise IndexError(f"{name} doesn't exists in the catalog") \ No newline at end of file + raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index b5702215..77c4287c 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -56,7 +56,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): boiler_maximum_heat_output = float(boiler['@maximumHeatOutput']) boiler_minimum_heat_output = float(boiler['@minimumHeatOutput']) boiler_heat_efficiency = float(boiler['@nominalEfficiency']) - + # todo: this may be optionals instead? boiler_component = GenerationSystem(boiler_id, boiler_name, boiler_model_name, @@ -405,15 +405,16 @@ class NorthAmericaEnergySystemCatalog(Catalog): for material in materials: if int(material.id) == int(material_id): _material = material - return _material - + break if _material is None: raise ValueError(f'Material with the id = [{material_id}] not found in catalog ') + return _material @staticmethod def _search_generation_equipment(generation_systems, generation_id): _generation_systems = [] - if type(generation_id) == list: + + if isinstance(generation_id, list): integer_ids = [int(item) for item in generation_id] for generation in generation_systems: if int(generation.id) in integer_ids: diff --git a/hub/city_model_structure/building.py b/hub/city_model_structure/building.py index 94e27fbf..9e6d8c8b 100644 --- a/hub/city_model_structure/building.py +++ b/hub/city_model_structure/building.py @@ -89,7 +89,7 @@ class Building(CityObject): elif surface.type == cte.INTERIOR_SLAB: self._interior_slabs.append(surface) else: - logging.error(f'Building %s [%s] has an unexpected surface type %s.', self.name, self.aliases, surface.type) + logging.error('Building %s [%s] has an unexpected surface type %s.', self.name, self.aliases, surface.type) @property def shell(self) -> Polyhedron: diff --git a/hub/city_model_structure/building_demand/thermal_zone.py b/hub/city_model_structure/building_demand/thermal_zone.py index 386e8c4b..6ea08324 100644 --- a/hub/city_model_structure/building_demand/thermal_zone.py +++ b/hub/city_model_structure/building_demand/thermal_zone.py @@ -578,7 +578,7 @@ class ThermalZone: for i_type, _ in enumerate(_types_reference): _schedules = [] _schedule_type = _types_reference[i_type][1] - for i_schedule, schedule_value in enumerate(_schedule_type): + for _, schedule_value in enumerate(_schedule_type): schedule = Schedule() schedule.type = schedule_value.type schedule.day_types = schedule_value.day_types diff --git a/hub/city_model_structure/energy_systems/electrical_storage_system.py b/hub/city_model_structure/energy_systems/electrical_storage_system.py index 54bf587c..080f86c7 100644 --- a/hub/city_model_structure/energy_systems/electrical_storage_system.py +++ b/hub/city_model_structure/energy_systems/electrical_storage_system.py @@ -13,6 +13,9 @@ from hub.city_model_structure.energy_systems.generic_storage_system import Gener class ElectricalStorageSystem: + """ + Electrical Storage system class + """ def __init__(self): self._model_name = None self._manufacturer = None @@ -150,6 +153,3 @@ class ElectricalStorageSystem: :return: float """ self._self_discharge_rate = value - - - diff --git a/hub/city_model_structure/energy_systems/generic_storage_system.py b/hub/city_model_structure/energy_systems/generic_storage_system.py index 2b7e0bab..3cd46ca9 100644 --- a/hub/city_model_structure/energy_systems/generic_storage_system.py +++ b/hub/city_model_structure/energy_systems/generic_storage_system.py @@ -10,6 +10,9 @@ from __future__ import annotations class GenericStorageSystem: + """ + Generic storage System class + """ def __init__(self): self._storage_type = None self._nominal_capacity = None @@ -62,4 +65,3 @@ class GenericStorageSystem: :return: float """ self._losses_ratio = value - diff --git a/hub/city_model_structure/energy_systems/performance_curve.py b/hub/city_model_structure/energy_systems/performance_curve.py index 4aaaef1f..e7c72287 100644 --- a/hub/city_model_structure/energy_systems/performance_curve.py +++ b/hub/city_model_structure/energy_systems/performance_curve.py @@ -101,5 +101,3 @@ class PerformanceCurves: :return: [coefficients] """ self._coefficients = value - - diff --git a/hub/exports/formats/obj.py b/hub/exports/formats/obj.py index 5faa02d3..0392ec05 100644 --- a/hub/exports/formats/obj.py +++ b/hub/exports/formats/obj.py @@ -4,7 +4,6 @@ SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2022 Concordia CERC group Project Coder Guille Gutierrez guillermo.gutierrezmorote@concordia.ca """ -import math from pathlib import Path import numpy as np @@ -59,7 +58,6 @@ class Obj: mtl.write("Ks 1.0 1.0 1.0 # Specular color (white)\n") mtl.write("Ns 400.0 # Specular exponent (defines shininess)\n") vertices = {} - normals_index = {} faces = [] vertex_index = 0 normal_index = 0 diff --git a/hub/imports/construction/eilat_physics_parameters.py b/hub/imports/construction/eilat_physics_parameters.py index c09db490..8e078d5a 100644 --- a/hub/imports/construction/eilat_physics_parameters.py +++ b/hub/imports/construction/eilat_physics_parameters.py @@ -32,7 +32,7 @@ class EilatPhysicsParameters: city = self._city eilat_catalog = ConstructionCatalogFactory('eilat').catalog for building in city.buildings: - if building.function not in Dictionaries().hub_function_to_eilat_construction_function.keys(): + if building.function not in Dictionaries().hub_function_to_eilat_construction_function: logging.error('Building %s has an unknown building function %s', building.name, building.function) continue function = Dictionaries().hub_function_to_eilat_construction_function[building.function] diff --git a/hub/imports/construction/nrcan_physics_parameters.py b/hub/imports/construction/nrcan_physics_parameters.py index 8caede23..6d334cac 100644 --- a/hub/imports/construction/nrcan_physics_parameters.py +++ b/hub/imports/construction/nrcan_physics_parameters.py @@ -32,8 +32,8 @@ class NrcanPhysicsParameters: city = self._city nrcan_catalog = ConstructionCatalogFactory('nrcan').catalog for building in city.buildings: - if building.function not in Dictionaries().hub_function_to_nrcan_construction_function.keys(): - logging.error(f'Building %s has an unknown building function %s', building.name, building.function) + if building.function not in Dictionaries().hub_function_to_nrcan_construction_function: + logging.error('Building %s has an unknown building function %s', building.name, building.function) continue function = Dictionaries().hub_function_to_nrcan_construction_function[building.function] try: diff --git a/hub/imports/construction/nrel_physics_parameters.py b/hub/imports/construction/nrel_physics_parameters.py index 6f61102a..b3dc3af4 100644 --- a/hub/imports/construction/nrel_physics_parameters.py +++ b/hub/imports/construction/nrel_physics_parameters.py @@ -105,4 +105,4 @@ class NrelPhysicsParameters: construction.window_g_value = window_archetype.g_value construction.window_overall_u_value = window_archetype.overall_u_value _constructions.append(construction) - thermal_archetype.constructions = _constructions \ No newline at end of file + thermal_archetype.constructions = _constructions diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index f5360568..d387909f 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -6,21 +6,20 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -import logging import copy +import logging from pandas import DataFrame from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory -from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem -from hub.city_model_structure.energy_systems.energy_system import EnergySystem -from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem from hub.city_model_structure.energy_systems.emission_system import EmissionSystem -from hub.helpers.dictionaries import Dictionaries -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem +from hub.city_model_structure.energy_systems.energy_system import EnergySystem +from hub.city_model_structure.energy_systems.generation_system import GenerationSystem +from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem +from hub.helpers.dictionaries import Dictionaries class NorthAmericaCustomEnergySystemParameters: @@ -83,7 +82,7 @@ class NorthAmericaCustomEnergySystemParameters: energy_system = GenericEnergySystem() _hub_demand_types = [] demand_types = system.demand_types - if type(demand_types) == str: + if isinstance(demand_types, str): demand_types = [demand_types] for demand_type in demand_types: _hub_demand_types.append(Dictionaries().north_america_demand_type_to_hub_energy_demand_type[demand_type]) @@ -105,17 +104,17 @@ class NorthAmericaCustomEnergySystemParameters: _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow _generation_system.storage = None _generation_system.auxiliary_equipment = None - _generation_system._supply_medium = archetype_generation_equipment.supply_medium - _generation_system._maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature - _generation_system._minimum_heat_supply_temperature = archetype_generation_equipment.minimum_heat_supply_temperature - _generation_system._maximum_cooling_supply_temperature = archetype_generation_equipment.maximum_cooling_supply_temperature - _generation_system._minimum_cooling_supply_temperature = archetype_generation_equipment.minimum_cooling_supply_temperature - _generation_system._heat_output_curve = archetype_generation_equipment.heat_output_curve - _generation_system._heat_fuel_consumption_curve = archetype_generation_equipment.heat_fuel_consumption_curve - _generation_system._heat_efficiency_curve = archetype_generation_equipment.heat_efficiency_curve - _generation_system._cooling_output_curve = archetype_generation_equipment.cooling_output_curve - _generation_system._cooling_fuel_consumption_curve = archetype_generation_equipment.cooling_fuel_consumption_curve - _generation_system._cooling_efficiency_curve = archetype_generation_equipment.cooling_efficiency_curve + _generation_system.supply_medium = archetype_generation_equipment.supply_medium + _generation_system.maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature + _generation_system.minimum_heat_supply_temperature = archetype_generation_equipment.minimum_heat_supply_temperature + _generation_system.maximum_cooling_supply_temperature = archetype_generation_equipment.maximum_cooling_supply_temperature + _generation_system.minimum_cooling_supply_temperature = archetype_generation_equipment.minimum_cooling_supply_temperature + _generation_system.heat_output_curve = archetype_generation_equipment.heat_output_curve + _generation_system.heat_fuel_consumption_curve = archetype_generation_equipment.heat_fuel_consumption_curve + _generation_system.heat_efficiency_curve = archetype_generation_equipment.heat_efficiency_curve + _generation_system.cooling_output_curve = archetype_generation_equipment.cooling_output_curve + _generation_system.cooling_fuel_consumption_curve = archetype_generation_equipment.cooling_fuel_consumption_curve + _generation_system.cooling_efficiency_curve = archetype_generation_equipment.cooling_efficiency_curve _generation_systems.append(_generation_system) energy_system.generation_systems = _generation_systems diff --git a/hub/imports/results/energy_plus_workflow.py b/hub/imports/results/energy_plus.py similarity index 99% rename from hub/imports/results/energy_plus_workflow.py rename to hub/imports/results/energy_plus.py index 627b3fd7..773aca46 100644 --- a/hub/imports/results/energy_plus_workflow.py +++ b/hub/imports/results/energy_plus.py @@ -6,13 +6,16 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Project collaborator Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from pathlib import Path -from hub.helpers.monthly_values import MonthlyValues import csv +from hub.helpers.monthly_values import MonthlyValues import hub.helpers.constants as cte -class EnergyPlusWorkflow: +class EnergyPlus: + """ + Energy plus class + """ def __init__(self, city, base_path): self._city = city self._base_path = base_path diff --git a/hub/imports/results_factory.py b/hub/imports/results_factory.py index fac60de3..da33f3af 100644 --- a/hub/imports/results_factory.py +++ b/hub/imports/results_factory.py @@ -10,7 +10,7 @@ from pathlib import Path from hub.helpers.utils import validate_import_export_type from hub.imports.results.insel_monthly_energry_balance import InselMonthlyEnergyBalance from hub.imports.results.simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm -from hub.imports.results.energy_plus_workflow import EnergyPlusWorkflow +from hub.imports.results.energy_plus import EnergyPlusWorkflow class ResultFactory: """ diff --git a/hub/persistence/repositories/city_object.py b/hub/persistence/repositories/city_object.py index aa69a0e3..4c8513ec 100644 --- a/hub/persistence/repositories/city_object.py +++ b/hub/persistence/repositories/city_object.py @@ -7,7 +7,7 @@ Project Coder Guille Gutierrez Guillermo.GutierrezMorote@concordia.ca import datetime import logging -from sqlalchemy import select, or_ +from sqlalchemy import select from sqlalchemy.exc import SQLAlchemyError from sqlalchemy.orm import Session From ca48d6448b918fa7873232fb1b53315665b3b62a Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 5 Oct 2023 13:18:57 -0400 Subject: [PATCH 070/101] changed all the singular names to plural and turned distribution and emission systems into lists --- hub/city_model_structure/building.py | 12 +++-- .../energy_systems/energy_system.py | 48 +++++++++---------- ...ontreal_custom_energy_system_parameters.py | 10 ++-- ...america_custom_energy_system_parameters.py | 16 +++---- tests/test_systems_factory.py | 22 ++++----- 5 files changed, 55 insertions(+), 53 deletions(-) diff --git a/hub/city_model_structure/building.py b/hub/city_model_structure/building.py index 2ef73469..c0595bba 100644 --- a/hub/city_model_structure/building.py +++ b/hub/city_model_structure/building.py @@ -706,11 +706,11 @@ class Building(CityObject): if self.energy_systems is None: return self._distribution_systems_electrical_consumption for energy_system in self.energy_systems: - emission_system = energy_system.emission_system.generic_emission_system + emission_system = energy_system.emission_systems.generic_emission_system parasitic_energy_consumption = 0 if emission_system is not None: parasitic_energy_consumption = emission_system.parasitic_energy_consumption - distribution_system = energy_system.distribution_system.generic_distribution_system + distribution_system = energy_system.distribution_systems.generic_distribution_system consumption_variable_flow = distribution_system.distribution_consumption_variable_flow for demand_type in energy_system.demand_types: if demand_type.lower() == cte.HEATING.lower(): @@ -744,7 +744,9 @@ class Building(CityObject): if self.energy_systems is None: return None for energy_system in self.energy_systems: - generation_systems = energy_system.generation_system + generation_systems = energy_system.generation_systems + print(generation_systems) + print(type(generation_systems)) for demand_type in energy_system.demand_types: if demand_type.lower() == consumption_type.lower(): if consumption_type in (cte.HEATING, cte.DOMESTIC_HOT_WATER): @@ -786,8 +788,8 @@ class Building(CityObject): if self.energy_systems is None: return self._onsite_electrical_production for energy_system in self.energy_systems: - if energy_system.generation_system.generic_generation_system.type == cte.PHOTOVOLTAIC: - _efficiency = energy_system.generation_system.generic_generation_system.electricity_efficiency + if energy_system.generation_systems.generic_generation_system.type == cte.PHOTOVOLTAIC: + _efficiency = energy_system.generation_systems.generic_generation_system.electricity_efficiency self._onsite_electrical_production = {} for _key in self.roofs[0].global_irradiance.keys(): _results = [0 for _ in range(0, len(self.roofs[0].global_irradiance[_key]))] diff --git a/hub/city_model_structure/energy_systems/energy_system.py b/hub/city_model_structure/energy_systems/energy_system.py index f4a9ea96..01d683ba 100644 --- a/hub/city_model_structure/energy_systems/energy_system.py +++ b/hub/city_model_structure/energy_systems/energy_system.py @@ -23,12 +23,12 @@ class EnergySystem: def __init__(self): self._name = None self._demand_types = None - self._generation_system = None - self._distribution_system = None - self._emission_system = None + self._generation_systems = None + self._distribution_systems = None + self._emission_systems = None self._connected_city_objects = None self._control_system = None - self._energy_storage_system = None + self._energy_storage_systems = None @property def name(self): @@ -63,52 +63,52 @@ class EnergySystem: self._demand_types = value @property - def generation_system(self) -> List[GenerationSystem]: + def generation_systems(self) -> List[GenerationSystem]: """ Get generation systems :return: GenerationSystem """ - return self._generation_system + return self._generation_systems - @generation_system.setter - def generation_system(self, value): + @generation_systems.setter + def generation_systems(self, value): """ Set generation system :param value: GenerationSystem """ - self._generation_system = value + self._generation_systems = value @property - def distribution_system(self) -> Union[None, DistributionSystem]: + def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ Get distribution system :return: DistributionSystem """ - return self._distribution_system + return self._distribution_systems - @distribution_system.setter - def distribution_system(self, value): + @distribution_systems.setter + def distribution_systems(self, value): """ Set distribution system :param value: DistributionSystem """ - self._distribution_system = value + self._distribution_systems = value @property - def emission_system(self) -> Union[None, EmissionSystem]: + def emission_systems(self) -> Union[None, List[EmissionSystem]]: """ Get emission system :return: EmissionSystem """ - return self._emission_system + return self._emission_systems - @emission_system.setter - def emission_system(self, value): + @emission_systems.setter + def emission_systems(self, value): """ Set emission system :param value: EmissionSystem """ - self._emission_system = value + self._emission_systems = value @property def connected_city_objects(self) -> Union[None, List[CityObject]]: @@ -143,17 +143,17 @@ class EnergySystem: self._control_system = value @property - def energy_storage_system(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]: + def energy_storage_systems(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]: """ Get energy storage systems :return: [EnergyStorageSystem] """ - return self._energy_storage_system + return self._energy_storage_systems - @energy_storage_system.setter - def energy_storage_system(self, value): + @energy_storage_systems.setter + def energy_storage_systems(self, value): """ Set storage system :param value: [EnergyStorageSystem] """ - self._energy_storage_system = value + self._energy_storage_systems = value diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index 49f7086f..f0c35168 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -86,7 +86,7 @@ class MontrealCustomEnergySystemParameters: energy_system.name = system.name energy_system.demand_types = _hub_demand_types _generation_system = GenericGenerationSystem() - archetype_generation_equipment = system.generation_system + archetype_generation_equipment = system.generation_systems _type = system.name _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ _type] @@ -145,11 +145,11 @@ class MontrealCustomEnergySystemParameters: copy.deepcopy(_generic_building_energy_system.emission_systems) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = \ - copy.deepcopy(_generic_building_energy_system.generation_system) + copy.deepcopy(_generic_building_energy_system.generation_systems) - _building_energy_equipment.generation_system = _building_generation_system - _building_energy_equipment.distribution_system = _building_distribution_system - _building_energy_equipment.emission_system = _building_emission_system + _building_energy_equipment.generation_systems = _building_generation_system + _building_energy_equipment.distribution_systems = _building_distribution_system + _building_energy_equipment.emission_systems = _building_emission_system _building_energy_systems.append(_building_energy_equipment) building.energy_systems = _building_energy_systems diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index f5360568..040658cf 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -154,21 +154,21 @@ class NorthAmericaCustomEnergySystemParameters: _building_distribution_system = DistributionSystem() _building_distribution_system.generic_distribution_system = \ - copy.deepcopy(_generic_building_energy_system.distribution_system) + copy.deepcopy(_generic_building_energy_system.distribution_systems) _building_emission_system = EmissionSystem() _building_emission_system.generic_emission_system = \ - copy.deepcopy(_generic_building_energy_system.emission_system) + copy.deepcopy(_generic_building_energy_system.emission_systems) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = \ - copy.deepcopy(_generic_building_energy_system.generation_system) + copy.deepcopy(_generic_building_energy_system.generation_systems) _building_storage_system = ThermalStorageSystem() _building_storage_system.generic_storage_system = \ - copy.deepcopy(_generic_building_energy_system.energy_storage_system) + copy.deepcopy(_generic_building_energy_system.energy_storage_systems) - _building_energy_equipment.generation_system = _building_generation_system - _building_energy_equipment.distribution_system = _building_distribution_system - _building_energy_equipment.emission_system = _building_emission_system - _building_energy_equipment.energy_storage_system = _building_storage_system + _building_energy_equipment.generation_systems = _building_generation_system + _building_energy_equipment.distribution_systems = _building_distribution_system + _building_energy_equipment.emission_systems = _building_emission_system + _building_energy_equipment.energy_storage_systems = _building_storage_system _building_energy_systems.append(_building_energy_equipment) building.energy_systems = _building_energy_systems diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 4dd70998..07c9683a 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -98,15 +98,15 @@ class TestSystemsFactory(TestCase): ) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = ( - copy.deepcopy(_generic_building_energy_system.generation_system) + copy.deepcopy(_generic_building_energy_system.generation_systems) ) if cte.HEATING in _building_energy_equipment.demand_types: _building_generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] if cte.COOLING in _building_energy_equipment.demand_types: _building_generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] - _building_energy_equipment.generation_system = _building_generation_system - _building_energy_equipment.distribution_system = _building_distribution_system - _building_energy_equipment.emission_system = _building_emission_system + _building_energy_equipment.generation_systems = _building_generation_system + _building_energy_equipment.distribution_systems = _building_distribution_system + _building_energy_equipment.emission_systems = _building_emission_system _building_energy_systems.append(_building_energy_equipment) building.energy_systems = _building_energy_systems @@ -161,27 +161,27 @@ class TestSystemsFactory(TestCase): _building_distribution_system = DistributionSystem() _building_distribution_system.generic_distribution_system = ( - copy.deepcopy(_generic_building_energy_system.distribution_system) + copy.deepcopy(_generic_building_energy_system.distribution_systems) ) _building_emission_system = EmissionSystem() _building_emission_system.generic_emission_system = ( - copy.deepcopy(_generic_building_energy_system.emission_system) + copy.deepcopy(_generic_building_energy_system.emission_systems) ) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = ( - copy.deepcopy(_generic_building_energy_system.generation_system) + copy.deepcopy(_generic_building_energy_system.generation_systems) ) _building_storage_system = ThermalStorageSystem() _building_storage_system.generic_storage_system = \ - copy.deepcopy(_generic_building_energy_system.energy_storage_system) + copy.deepcopy(_generic_building_energy_system.energy_storage_systems) if cte.HEATING in _building_energy_equipment.demand_types: _building_generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] if cte.COOLING in _building_energy_equipment.demand_types: _building_generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] - _building_energy_equipment.generation_system = _building_generation_system - _building_energy_equipment.distribution_system = _building_distribution_system - _building_energy_equipment.emission_system = _building_emission_system + _building_energy_equipment.generation_systems = _building_generation_system + _building_energy_equipment.distribution_systems = _building_distribution_system + _building_energy_equipment.emission_systems = _building_emission_system _building_energy_systems.append(_building_energy_equipment) building.energy_systems = _building_energy_systems From 91fa9d5ca150d496bdb703392d0e5ad487945ba5 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 5 Oct 2023 14:20:02 -0400 Subject: [PATCH 071/101] modified the names and changed all singulars to plurals --- .../energy_systems/generic_energy_system.py | 24 +++++++++---------- ...ontreal_custom_energy_system_parameters.py | 4 ++-- ...america_custom_energy_system_parameters.py | 2 +- hub/imports/results_factory.py | 4 ++-- 4 files changed, 17 insertions(+), 17 deletions(-) diff --git a/hub/city_model_structure/energy_systems/generic_energy_system.py b/hub/city_model_structure/energy_systems/generic_energy_system.py index fddd4368..83661fb8 100644 --- a/hub/city_model_structure/energy_systems/generic_energy_system.py +++ b/hub/city_model_structure/energy_systems/generic_energy_system.py @@ -59,15 +59,15 @@ class GenericEnergySystem: self._demand_types = value @property - def generation_system(self) -> List[GenericGenerationSystem]: + def generation_systems(self) -> List[GenericGenerationSystem]: """ Get generation system :return: GenerationSystem """ return self._generation_system - @generation_system.setter - def generation_system(self, value): + @generation_systems.setter + def generation_systems(self, value): """ Set generation system :return: GenerationSystem @@ -75,15 +75,15 @@ class GenericEnergySystem: self._generation_system = value @property - def distribution_system(self) -> Union[None, GenericDistributionSystem]: + def distribution_systems(self) -> Union[None, List[GenericDistributionSystem]]: """ Get distribution system :return: DistributionSystem """ return self._distribution_system - @distribution_system.setter - def distribution_system(self, value): + @distribution_systems.setter + def distribution_systems(self, value): """ Set distribution system :param value: DistributionSystem @@ -91,15 +91,15 @@ class GenericEnergySystem: self._distribution_system = value @property - def emission_system(self) -> Union[None, GenericEmissionSystem]: + def emission_systems(self) -> Union[None, List[GenericEmissionSystem]]: """ Get emission system :return: EmissionSystem """ return self._emission_system - @emission_system.setter - def emission_system(self, value): + @emission_systems.setter + def emission_systems(self, value): """ Set emission system :param value: EmissionSystem @@ -107,15 +107,15 @@ class GenericEnergySystem: self._emission_system = value @property - def energy_storage_system(self) -> Union[None, GenericStorageSystem]: + def energy_storage_systems(self) -> Union[None, List[GenericStorageSystem]]: """ Get storage system :return: EnergyStorageSystem """ return self._energy_storage_system - @energy_storage_system.setter - def energy_storage_system(self, value): + @energy_storage_systems.setter + def energy_storage_systems(self, value): """ Set storage system :return: EnergyStorageSystem diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index f0c35168..9960dab6 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -101,7 +101,7 @@ class MontrealCustomEnergySystemParameters: _generation_system.storage = archetype_generation_equipment.storage _generation_system.auxiliary_equipment = None - energy_system.generation_system = _generation_system + energy_system.generation_systems = _generation_system _distribution_system = GenericDistributionSystem() archetype_distribution_equipment = system.distribution_systems @@ -113,7 +113,7 @@ class MontrealCustomEnergySystemParameters: archetype_distribution_equipment.distribution_consumption_variable_flow _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses - energy_system.distribution_system = _distribution_system + energy_system.distribution_systems = _distribution_system building_systems.append(energy_system) if archetype.name not in _generic_energy_systems: diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 3dbdc843..980a1517 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -126,7 +126,7 @@ class NorthAmericaCustomEnergySystemParameters: _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature _thermal_storage_system.height = archetype_storage_equipment.height _thermal_storage_system.layers = archetype_storage_equipment.layers - energy_system.energy_storage_system = _thermal_storage_system + energy_system.energy_storage_systems = _thermal_storage_system building_systems.append(energy_system) if archetype.name not in _generic_energy_systems: diff --git a/hub/imports/results_factory.py b/hub/imports/results_factory.py index da33f3af..ed9ccc8b 100644 --- a/hub/imports/results_factory.py +++ b/hub/imports/results_factory.py @@ -10,7 +10,7 @@ from pathlib import Path from hub.helpers.utils import validate_import_export_type from hub.imports.results.insel_monthly_energry_balance import InselMonthlyEnergyBalance from hub.imports.results.simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm -from hub.imports.results.energy_plus import EnergyPlusWorkflow +from hub.imports.results.energy_plus import EnergyPlus class ResultFactory: """ @@ -50,7 +50,7 @@ class ResultFactory: """ Enrich the city with energy plus results """ - EnergyPlusWorkflow(self._city, self._base_path).enrich() + EnergyPlus(self._city, self._base_path).enrich() def enrich(self): """ From 9654bee978e0f815d6755c4a2b1a941dd3c58b13 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 5 Oct 2023 14:45:33 -0400 Subject: [PATCH 072/101] modified the names and changed all singulars to plurals --- .../north_america_custom_energy_system_parameters.py | 9 --------- 1 file changed, 9 deletions(-) diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 980a1517..9db1d445 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -150,13 +150,6 @@ class NorthAmericaCustomEnergySystemParameters: _building_energy_equipment = EnergySystem() _building_energy_equipment.name = _generic_building_energy_system.name _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types - - _building_distribution_system = DistributionSystem() - _building_distribution_system.generic_distribution_system = \ - copy.deepcopy(_generic_building_energy_system.distribution_systems) - _building_emission_system = EmissionSystem() - _building_emission_system.generic_emission_system = \ - copy.deepcopy(_generic_building_energy_system.emission_systems) _building_generation_system = GenerationSystem() _building_generation_system.generic_generation_system = \ copy.deepcopy(_generic_building_energy_system.generation_systems) @@ -165,8 +158,6 @@ class NorthAmericaCustomEnergySystemParameters: copy.deepcopy(_generic_building_energy_system.energy_storage_systems) _building_energy_equipment.generation_systems = _building_generation_system - _building_energy_equipment.distribution_systems = _building_distribution_system - _building_energy_equipment.emission_systems = _building_emission_system _building_energy_equipment.energy_storage_systems = _building_storage_system _building_energy_systems.append(_building_energy_equipment) From ef89da8552e71b568fb876f87821a21592c460f2 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 5 Oct 2023 16:18:08 -0400 Subject: [PATCH 073/101] created a loop for generation systems in _associate_energy_systems --- ...north_america_custom_energy_system_parameters.py | 13 +++++++++---- 1 file changed, 9 insertions(+), 4 deletions(-) diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 9db1d445..30ca9465 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -150,14 +150,19 @@ class NorthAmericaCustomEnergySystemParameters: _building_energy_equipment = EnergySystem() _building_energy_equipment.name = _generic_building_energy_system.name _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types - _building_generation_system = GenerationSystem() - _building_generation_system.generic_generation_system = \ - copy.deepcopy(_generic_building_energy_system.generation_systems) + _generation_systems = [] + _generic_building_generation_systems = _generic_building_energy_system.generation_systems + for _generic_building_generation_system in _generic_building_generation_systems: + _building_generation_system = GenerationSystem() + _building_generation_system.generic_generation_system = \ + copy.deepcopy(_generic_building_generation_system) + _generation_systems.append(_building_generation_system) + _building_energy_equipment.generation_systems = _generation_systems _building_storage_system = ThermalStorageSystem() _building_storage_system.generic_storage_system = \ copy.deepcopy(_generic_building_energy_system.energy_storage_systems) - _building_energy_equipment.generation_systems = _building_generation_system + _building_energy_equipment.energy_storage_systems = _building_storage_system _building_energy_systems.append(_building_energy_equipment) From f13d7fd8601eab700feef0b249b77c15f9d3ae35 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 6 Oct 2023 04:11:56 -0400 Subject: [PATCH 074/101] fixed error in logic in _associate_energy_systems --- ...ontreal_custom_energy_system_parameters.py | 78 +++++++++---------- tests/test_systems_catalog.py | 2 - 2 files changed, 39 insertions(+), 41 deletions(-) diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index 49f7086f..e657e598 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -75,48 +75,48 @@ class MontrealCustomEnergySystemParameters: @staticmethod def _create_generic_systems(archetype, building, _energy_systems_connection_table, _generic_energy_systems): - building_systems = [] data = [archetype.name, building.name] _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data - for system in archetype.systems: - energy_system = GenericEnergySystem() - _hub_demand_types = [] - for demand_type in system.demand_types: - _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) - energy_system.name = system.name - energy_system.demand_types = _hub_demand_types - _generation_system = GenericGenerationSystem() - archetype_generation_equipment = system.generation_system - _type = system.name - _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ - _type] - _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.source_types = archetype_generation_equipment.source_medium - _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency - _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency - _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency - _generation_system.source_temperature = archetype_generation_equipment.source_temperature - _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow - _generation_system.storage = archetype_generation_equipment.storage - _generation_system.auxiliary_equipment = None - - energy_system.generation_system = _generation_system - - _distribution_system = GenericDistributionSystem() - archetype_distribution_equipment = system.distribution_systems - _distribution_system.type = archetype_distribution_equipment.type - _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature - _distribution_system.distribution_consumption_fix_flow = \ - archetype_distribution_equipment.distribution_consumption_fix_flow - _distribution_system.distribution_consumption_variable_flow = \ - archetype_distribution_equipment.distribution_consumption_variable_flow - _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses - - energy_system.distribution_system = _distribution_system - - building_systems.append(energy_system) if archetype.name not in _generic_energy_systems: + building_systems = [] + for system in archetype.systems: + energy_system = GenericEnergySystem() + _hub_demand_types = [] + for demand_type in system.demand_types: + _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) + energy_system.name = system.name + energy_system.demand_types = _hub_demand_types + _generation_system = GenericGenerationSystem() + archetype_generation_equipment = system.generation_system + _type = system.name + _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ + _type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = archetype_generation_equipment.source_medium + _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency + _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency + _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency + _generation_system.source_temperature = archetype_generation_equipment.source_temperature + _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow + _generation_system.storage = archetype_generation_equipment.storage + _generation_system.auxiliary_equipment = None + + energy_system.generation_system = _generation_system + + _distribution_system = GenericDistributionSystem() + archetype_distribution_equipment = system.distribution_systems + _distribution_system.type = archetype_distribution_equipment.type + _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature + _distribution_system.distribution_consumption_fix_flow = \ + archetype_distribution_equipment.distribution_consumption_fix_flow + _distribution_system.distribution_consumption_variable_flow = \ + archetype_distribution_equipment.distribution_consumption_variable_flow + _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses + + energy_system.distribution_system = _distribution_system + + building_systems.append(energy_system) _generic_energy_systems[archetype.name] = building_systems return _energy_systems_connection_table, _generic_energy_systems diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 862ea874..f24808f3 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -41,5 +41,3 @@ class TestSystemsCatalog(TestCase): def test_north_america_systems_catalog(self): catalog = EnergySystemsCatalogFactory('north_america').catalog print(catalog.entries()) - - From a331dce966f88af1e88a78b3f3dec266c9ae48e1 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 6 Oct 2023 04:14:52 -0400 Subject: [PATCH 075/101] fixed error in logic in _create_generic_systems --- ...ontreal_custom_energy_system_parameters.py | 79 ++++++++++--------- 1 file changed, 40 insertions(+), 39 deletions(-) diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index 9960dab6..a884309d 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -75,48 +75,49 @@ class MontrealCustomEnergySystemParameters: @staticmethod def _create_generic_systems(archetype, building, _energy_systems_connection_table, _generic_energy_systems): - building_systems = [] data = [archetype.name, building.name] _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data - for system in archetype.systems: - energy_system = GenericEnergySystem() - _hub_demand_types = [] - for demand_type in system.demand_types: - _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) - energy_system.name = system.name - energy_system.demand_types = _hub_demand_types - _generation_system = GenericGenerationSystem() - archetype_generation_equipment = system.generation_systems - _type = system.name - _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ - _type] - _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.source_types = archetype_generation_equipment.source_medium - _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency - _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency - _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency - _generation_system.source_temperature = archetype_generation_equipment.source_temperature - _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow - _generation_system.storage = archetype_generation_equipment.storage - _generation_system.auxiliary_equipment = None - - energy_system.generation_systems = _generation_system - - _distribution_system = GenericDistributionSystem() - archetype_distribution_equipment = system.distribution_systems - _distribution_system.type = archetype_distribution_equipment.type - _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature - _distribution_system.distribution_consumption_fix_flow = \ - archetype_distribution_equipment.distribution_consumption_fix_flow - _distribution_system.distribution_consumption_variable_flow = \ - archetype_distribution_equipment.distribution_consumption_variable_flow - _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses - - energy_system.distribution_systems = _distribution_system - - building_systems.append(energy_system) if archetype.name not in _generic_energy_systems: + building_systems = [] + for system in archetype.systems: + energy_system = GenericEnergySystem() + _hub_demand_types = [] + for demand_type in system.demand_types: + _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) + energy_system.name = system.name + energy_system.demand_types = _hub_demand_types + _generation_system = GenericGenerationSystem() + archetype_generation_equipment = system.generation_systems + _type = system.name + _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ + _type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = archetype_generation_equipment.source_medium + _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency + _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency + _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency + _generation_system.source_temperature = archetype_generation_equipment.source_temperature + _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow + _generation_system.storage = archetype_generation_equipment.storage + _generation_system.auxiliary_equipment = None + + energy_system.generation_systems = _generation_system + + _distribution_system = GenericDistributionSystem() + archetype_distribution_equipment = system.distribution_systems + _distribution_system.type = archetype_distribution_equipment.type + _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature + _distribution_system.distribution_consumption_fix_flow = \ + archetype_distribution_equipment.distribution_consumption_fix_flow + _distribution_system.distribution_consumption_variable_flow = \ + archetype_distribution_equipment.distribution_consumption_variable_flow + _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses + + energy_system.distribution_systems = _distribution_system + + building_systems.append(energy_system) + _generic_energy_systems[archetype.name] = building_systems return _energy_systems_connection_table, _generic_energy_systems From d29161b05e3487926b557331d9b1e0320b367633 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 6 Oct 2023 04:54:20 -0400 Subject: [PATCH 076/101] rolled back and error introduced in a previous commit --- hub/city_model_structure/building_demand/thermal_zone.py | 2 +- tests/test_systems_factory.py | 2 ++ 2 files changed, 3 insertions(+), 1 deletion(-) diff --git a/hub/city_model_structure/building_demand/thermal_zone.py b/hub/city_model_structure/building_demand/thermal_zone.py index 6ea08324..386e8c4b 100644 --- a/hub/city_model_structure/building_demand/thermal_zone.py +++ b/hub/city_model_structure/building_demand/thermal_zone.py @@ -578,7 +578,7 @@ class ThermalZone: for i_type, _ in enumerate(_types_reference): _schedules = [] _schedule_type = _types_reference[i_type][1] - for _, schedule_value in enumerate(_schedule_type): + for i_schedule, schedule_value in enumerate(_schedule_type): schedule = Schedule() schedule.type = schedule_value.type schedule.day_types = schedule_value.day_types diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 07c9683a..420e4172 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -55,6 +55,7 @@ class TestSystemsFactory(TestCase): EnergySystemsFactory('montreal_custom', self._city).enrich() self.assertEqual(17, len(self._city.energy_systems_connection_table)) + self.assertEqual(1, len(self._city.generic_energy_systems)) def test_montreal_custom_system_results(self): """ @@ -126,6 +127,7 @@ class TestSystemsFactory(TestCase): EnergySystemsFactory('north_america', self._city).enrich() self.assertEqual(17, len(self._city.energy_systems_connection_table)) + self.assertEqual(1, len(self._city.generic_energy_systems)) def test_north_america_custom_system_results(self): """ From 11dc02d0e8e976f9a941467f5cad36e4c38e3f27 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 10 Oct 2023 05:03:31 -0400 Subject: [PATCH 077/101] starting point, not working --- .../data_models/energy_systems/archetype.py | 14 +- .../data_models/energy_systems/content.py | 18 +- .../energy_systems/distribution_system.py | 34 +- .../electrical_storage_system.py | 22 +- .../energy_systems/emission_system.py | 12 +- .../energy_systems/energy_storage_system.py | 10 +- .../energy_systems/generation_system.py | 285 +---------------- .../non_pv_generation_system.py | 294 ++++++++++++++++++ .../energy_systems/pv_generation_system.py | 93 +++--- .../data_models/energy_systems/system.py | 56 +--- .../energy_systems/thermal_storage_system.py | 44 ++- .../energy_systems/montreal_custom_catalog.py | 120 +++---- .../north_america_energy_system_catalog.py | 129 +++----- tests/test_systems_catalog.py | 2 - 14 files changed, 549 insertions(+), 584 deletions(-) create mode 100644 hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/archetype.py b/hub/catalog_factories/data_models/energy_systems/archetype.py index 4834b8cc..84bcef9a 100644 --- a/hub/catalog_factories/data_models/energy_systems/archetype.py +++ b/hub/catalog_factories/data_models/energy_systems/archetype.py @@ -1,5 +1,5 @@ """ -Energy System catalog archetype +Energy System catalog archetype, understood as a cluster of energy systems SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca @@ -15,20 +15,11 @@ class Archetype: """ Archetype class """ - def __init__(self, lod, name, systems): + def __init__(self, name, systems): - self._lod = lod self._name = name self._systems = systems - @property - def lod(self): - """ - Get level of detail of the catalog - :return: string - """ - return self._lod - @property def name(self): """ @@ -53,7 +44,6 @@ class Archetype: content = { 'Archetype': { 'name': self.name, - 'level of detail': self.lod, 'systems': _systems } } diff --git a/hub/catalog_factories/data_models/energy_systems/content.py b/hub/catalog_factories/data_models/energy_systems/content.py index d3fd9068..9aa2927c 100644 --- a/hub/catalog_factories/data_models/energy_systems/content.py +++ b/hub/catalog_factories/data_models/energy_systems/content.py @@ -10,13 +10,11 @@ class Content: """ Content class """ - def __init__(self, archetypes, systems, generations, distributions, emissions, storages): + def __init__(self, archetypes, systems, generations=None, distributions=None): self._archetypes = archetypes self._systems = systems self._generations = generations self._distributions = distributions - self._emissions = emissions - self._storages = storages @property def archetypes(self): @@ -46,20 +44,6 @@ class Content: """ return self._distributions - @property - def emission_equipments(self): - """ - All emission equipments in the catalog - """ - return self._emissions - - @property - def storage_equipments(self): - """ - All storage equipments in the catalog - """ - return self._storages - def to_dictionary(self): """Class content to dictionary""" _archetypes = [] diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index cac9b2b3..b6836086 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -6,21 +6,27 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ +from typing import Union, List + +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem + class DistributionSystem: """ Distribution system class """ - def __init__(self, system_id, name, system_type, supply_temperature, distribution_consumption_fix_flow, - distribution_consumption_variable_flow, heat_losses): + def __init__(self, system_id, model_name=None, system_type=None, supply_temperature=None, + distribution_consumption_fix_flow=None, distribution_consumption_variable_flow=None, heat_losses=None, + generation_systems=None): self._system_id = system_id - self._name = name + self._model_name = model_name self._type = system_type self._supply_temperature = supply_temperature self._distribution_consumption_fix_flow = distribution_consumption_fix_flow self._distribution_consumption_variable_flow = distribution_consumption_variable_flow self._heat_losses = heat_losses + self._generation_systems = generation_systems @property def id(self): @@ -31,12 +37,12 @@ class DistributionSystem: return self._system_id @property - def name(self): + def model_name(self): """ - Get name + Get model name :return: string """ - return self._name + return self._model_name @property def type(self): @@ -79,17 +85,29 @@ class DistributionSystem: """ return self._heat_losses + @property + def generation_systems(self) -> Union[None, List[GenerationSystem]]: + """ + Get generation systems connected to the distribution system + :return: [GenerationSystem] + """ + return self._generation_systems + def to_dictionary(self): """Class content to dictionary""" + _generation_systems = [_generation_system.to_dictionary() for _generation_system in + self.generation_systems] if self.generation_systems is not None else None + content = { 'Layer': { 'id': self.id, - 'name': self.name, + 'model name': self.model_name, 'type': self.type, 'supply temperature [Celsius]': self.supply_temperature, 'distribution consumption if fix flow over peak power [W/W]': self.distribution_consumption_fix_flow, 'distribution consumption if variable flow over peak power [J/J]': self.distribution_consumption_variable_flow, - 'heat losses per energy produced [J/J]': self.heat_losses + 'heat losses per energy produced [J/J]': self.heat_losses, + 'generation systems connected': _generation_systems } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py index 6f5d6d14..72e22c0e 100644 --- a/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py @@ -14,10 +14,12 @@ class ElectricalStorageSystem(EnergyStorageSystem): Energy Storage System Class """ - def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio, - rated_output_power, nominal_efficiency, battery_voltage, depth_of_discharge, self_discharge_rate): + def __init__(self, storage_id, model_name=None, manufacturer=None, storage_type=None, + nominal_capacity=None, losses_ratio=None, rated_output_power=None, nominal_efficiency=None, + battery_voltage=None, depth_of_discharge=None, self_discharge_rate=None): - super().__init__(storage_id, name, model_name, manufacturer, nominal_capacity, losses_ratio) + super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio) + self._type_energy_stored = 'electrical' self._storage_type = storage_type self._rated_output_power = rated_output_power self._nominal_efficiency = nominal_efficiency @@ -25,10 +27,18 @@ class ElectricalStorageSystem(EnergyStorageSystem): self._depth_of_discharge = depth_of_discharge self._self_discharge_rate = self_discharge_rate + @property + def type_energy_stored(self): + """ + Get type of energy stored from ['electrical', 'thermal'] + :return: string + """ + return self._type_energy_stored + @property def storage_type(self): """ - Get storage type from ['electrical', 'lithium_ion', 'lead_acid', 'NiCd'] + Get storage type from ['lithium_ion', 'lead_acid', 'NiCd'] :return: string """ return self._storage_type @@ -44,7 +54,7 @@ class ElectricalStorageSystem(EnergyStorageSystem): @property def nominal_efficiency(self): """ - Get the nominal efficiency of the storage system + Get the nominal efficiency of the storage system :return: float """ return self._nominal_efficiency @@ -77,7 +87,7 @@ class ElectricalStorageSystem(EnergyStorageSystem): """Class content to dictionary""" content = {'Storage component': { 'storage id': self.id, - 'name': self.name, + 'type of energy stored': self.type_energy_stored, 'model name': self.model_name, 'manufacturer': self.manufacturer, 'storage type': self.storage_type, diff --git a/hub/catalog_factories/data_models/energy_systems/emission_system.py b/hub/catalog_factories/data_models/energy_systems/emission_system.py index 5e9d2865..a8ac91b6 100644 --- a/hub/catalog_factories/data_models/energy_systems/emission_system.py +++ b/hub/catalog_factories/data_models/energy_systems/emission_system.py @@ -10,10 +10,10 @@ class EmissionSystem: """ Emission system class """ - def __init__(self, system_id, name, system_type, parasitic_energy_consumption): + def __init__(self, system_id, model_name=None, system_type=None, parasitic_energy_consumption=None): self._system_id = system_id - self._name = name + self._model_name = model_name self._type = system_type self._parasitic_energy_consumption = parasitic_energy_consumption @@ -26,12 +26,12 @@ class EmissionSystem: return self._system_id @property - def name(self): + def model_name(self): """ - Get name + Get model name :return: string """ - return self._name + return self._model_name @property def type(self): @@ -52,7 +52,7 @@ class EmissionSystem: def to_dictionary(self): """Class content to dictionary""" content = {'Layer': {'id': self.id, - 'name': self.name, + 'model name': self.model_name, 'type': self.type, 'parasitic energy consumption per energy produced [J/J]': self.parasitic_energy_consumption } diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index a5302cb4..56a5667d 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -14,9 +14,9 @@ class EnergyStorageSystem(ABC): Energy Storage System Abstract Class """ - def __init__(self, storage_id, name, model_name, manufacturer, nominal_capacity, losses_ratio): + def __init__(self, storage_id, model_name=None, manufacturer=None, + nominal_capacity=None, losses_ratio=None): self._storage_id = storage_id - self._name = name self._model_name = model_name self._manufacturer = manufacturer self._nominal_capacity = nominal_capacity @@ -31,12 +31,12 @@ class EnergyStorageSystem(ABC): return self._storage_id @property - def name(self): + def type_energy_stored(self): """ - Get storage name + Get type of energy stored from ['electrical', 'thermal'] :return: string """ - return self._name + raise NotImplementedError @property def model_name(self): diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index c2fd9a75..3849a039 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -6,53 +6,23 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from typing import Union -from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves +from abc import ABC +from typing import List, Union, TypeVar + +DistributionSystem = TypeVar('DistributionSystem') -class GenerationSystem: +class GenerationSystem(ABC): """ Heat Generation system class """ - def __init__(self, system_id, name, model_name, manufacturer, system_type, fuel_type, nominal_thermal_output, - maximum_heat_output, minimum_heat_output, source_medium, supply_medium, heat_efficiency, - nominal_cooling_output, maximum_cooling_output, minimum_cooling_output, cooling_efficiency, - electricity_efficiency, source_temperature, source_mass_flow, nominal_electricity_output, - maximum_heat_supply_temperature, minimum_heat_supply_temperature, - maximum_cooling_supply_temperature, minimum_cooling_supply_temperature, heat_output_curve, - heat_fuel_consumption_curve, heat_efficiency_curve, cooling_output_curve, cooling_fuel_consumption_curve, - cooling_efficiency_curve): + def __init__(self, system_id, model_name=None, manufacturer=None, fuel_type=None, distribution_systems=None): self._system_id = system_id - self._name = name self._model_name = model_name self._manufacturer = manufacturer - self._system_type = system_type self._fuel_type = fuel_type - self._nominal_thermal_output = nominal_thermal_output - self._maximum_heat_output = maximum_heat_output - self._minimum_heat_output = minimum_heat_output - self._heat_efficiency = heat_efficiency - self._nominal_cooling_output = nominal_cooling_output - self._maximum_cooling_output = maximum_cooling_output - self._minimum_cooling_output = minimum_cooling_output - self._cooling_efficiency = cooling_efficiency - self._electricity_efficiency = electricity_efficiency - self._nominal_electricity_output = nominal_electricity_output - self._source_medium = source_medium - self._source_temperature = source_temperature - self._source_mass_flow = source_mass_flow - self._supply_medium = supply_medium - self._maximum_heat_supply_temperature = maximum_heat_supply_temperature - self._minimum_heat_supply_temperature = minimum_heat_supply_temperature - self._maximum_cooling_supply_temperature = maximum_cooling_supply_temperature - self._minimum_cooling_supply_temperature = minimum_cooling_supply_temperature - self._heat_output_curve = heat_output_curve - self._heat_fuel_consumption_curve = heat_fuel_consumption_curve - self._heat_efficiency_curve = heat_efficiency_curve - self._cooling_output_curve = cooling_output_curve - self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve - self._cooling_efficiency_curve = cooling_efficiency_curve + self._distribution_systems = distribution_systems @property def id(self): @@ -63,12 +33,12 @@ class GenerationSystem: return self._system_id @property - def name(self): + def system_type(self): """ - Get name + Get type :return: string """ - return self._name + raise NotImplementedError @property def model_name(self): @@ -86,14 +56,6 @@ class GenerationSystem: """ return self._manufacturer - @property - def system_type(self): - """ - Get type - :return: string - """ - return self._system_type - @property def fuel_type(self): """ @@ -103,230 +65,13 @@ class GenerationSystem: return self._fuel_type @property - def nominal_thermal_output(self): + def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ - Get nominal_thermal_output of heat generation devices in kW - :return: float + Get distributions systems connected to this generation system + :return: [DistributionSystems] """ - return self._nominal_thermal_output - - @property - def maximum_heat_output(self): - """ - Get maximum heat output of heat generation devices in W - :return: float - """ - return self._maximum_heat_output - - @property - def minimum_heat_output(self): - """ - Get minimum heat output of heat generation devices in W - :return: float - """ - return self._minimum_heat_output - - @property - def source_medium(self): - """ - Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] - :return: [string] - """ - return self._source_medium - - @property - def supply_medium(self): - """ - Get the supply medium from ['air', 'water'] - :return: string - """ - return self._supply_medium - - @property - def heat_efficiency(self): - """ - Get heat_efficiency - :return: float - """ - return self._heat_efficiency - - @property - def nominal_cooling_output(self): - """ - Get nominal_thermal_output of heat generation devices in kW - :return: float - """ - return self._nominal_cooling_output - - @property - def maximum_cooling_output(self): - """ - Get maximum heat output of heat generation devices in W - :return: float - """ - return self._maximum_cooling_output - - @property - def minimum_cooling_output(self): - """ - Get minimum heat output of heat generation devices in W - :return: float - """ - return self._minimum_cooling_output - - @property - def cooling_efficiency(self): - """ - Get cooling_efficiency - :return: float - """ - return self._cooling_efficiency - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._electricity_efficiency - - @property - def source_temperature(self): - """ - Get source_temperature in degree Celsius - :return: float - """ - return self._source_temperature - - @property - def source_mass_flow(self): - """ - Get source_mass_flow in kg/s - :return: float - """ - return self._source_mass_flow - - @property - def nominal_electricity_output(self): - """ - Get nominal_power_output of electricity generation devices or inverters in kW - :return: float - """ - return self._nominal_electricity_output - - @property - def maximum_heat_supply_temperature(self): - """ - Get the maximum heat supply temperature in degree Celsius - :return: float - """ - return self._minimum_heat_supply_temperature - - @property - def minimum_heat_supply_temperature(self): - """ - Get the minimum heat supply temperature in degree Celsius - :return: float - """ - return self._minimum_heat_supply_temperature - - @property - def maximum_cooling_supply_temperature(self): - """ - Get the maximum cooling supply temperature in degree Celsius - :return: float - """ - return self._maximum_cooling_supply_temperature - - @property - def minimum_cooling_supply_temperature(self): - """ - Get the minimum cooling supply temperature in degree Celsius - :return: float - """ - return self._minimum_cooling_supply_temperature - - @property - def heat_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_output_curve - - @property - def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_fuel_consumption_curve - - @property - def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_efficiency_curve - - @property - def cooling_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_output_curve - - @property - def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_fuel_consumption_curve - - @property - def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_efficiency_curve + return self._distribution_systems def to_dictionary(self): """Class content to dictionary""" - content = {'Energy Generation component': { - 'id': self.id, - 'name': self.name, - 'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'type': self.system_type, - 'fuel type': self.fuel_type, - 'nominal thermal output [W]': self.nominal_thermal_output, - 'maximum heat output [W]': self.maximum_heat_output, - 'minimum heat output [W]': self.minimum_heat_output, - 'source medium': self.source_medium, - 'supply medium': self.supply_medium, - 'source temperature [Celsius]': self.source_temperature, - 'source mass flow [kg/s]': self.source_mass_flow, - 'heat efficiency': self.heat_efficiency, - 'nominal cooling output [W]': self.nominal_cooling_output, - 'maximum cooling output [W]': self.maximum_cooling_output, - 'minimum cooling output [W]': self.minimum_cooling_output, - 'cooling efficiency': self.cooling_efficiency, - 'electricity efficiency': self.electricity_efficiency, - 'nominal power output [W]': self.nominal_electricity_output, - 'maximum heating supply temperature [Celsius]': self.maximum_heat_supply_temperature, - 'minimum heating supply temperature [Celsius]': self.minimum_heat_supply_temperature, - 'maximum cooling supply temperature [Celsius]': self.maximum_cooling_supply_temperature, - 'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature, - 'heat output curve': self.heat_output_curve, - 'heat fuel consumption curve': self.heat_fuel_consumption_curve, - 'heat efficiency curve': self.heat_efficiency_curve, - 'cooling output curve': self.cooling_output_curve, - 'cooling fuel consumption curve': self.cooling_fuel_consumption_curve, - 'cooling efficiency curve': self.cooling_efficiency_curve - } - } - return content + raise NotImplementedError diff --git a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py new file mode 100644 index 00000000..b9780df5 --- /dev/null +++ b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py @@ -0,0 +1,294 @@ +""" +Energy System catalog non PV generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from typing import Union +from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves +from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem + + +class NonPvGenerationSystem(GenerationSystem): + """ + Non PV Generation system class + """ + + def __init__(self, system_id, system_type, model_name=None, manufacturer=None, fuel_type=None, + nominal_thermal_output=None, maximum_heat_output=None, minimum_heat_output=None, source_medium=None, + supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, maximum_cooling_output=None, + minimum_cooling_output=None, cooling_efficiency=None, electricity_efficiency=None, + source_temperature=None, source_mass_flow=None, nominal_electricity_output=None, + maximum_heat_supply_temperature=None, minimum_heat_supply_temperature=None, + maximum_cooling_supply_temperature=None, minimum_cooling_supply_temperature=None, heat_output_curve=None, + heat_fuel_consumption_curve=None, heat_efficiency_curve=None, cooling_output_curve=None, + cooling_fuel_consumption_curve=None, cooling_efficiency_curve=None): + super().__init__(system_id=system_id, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type) + self._system_type = system_type + self._nominal_thermal_output = nominal_thermal_output + self._maximum_heat_output = maximum_heat_output + self._minimum_heat_output = minimum_heat_output + self._heat_efficiency = heat_efficiency + self._nominal_cooling_output = nominal_cooling_output + self._maximum_cooling_output = maximum_cooling_output + self._minimum_cooling_output = minimum_cooling_output + self._cooling_efficiency = cooling_efficiency + self._electricity_efficiency = electricity_efficiency + self._nominal_electricity_output = nominal_electricity_output + self._source_medium = source_medium + self._source_temperature = source_temperature + self._source_mass_flow = source_mass_flow + self._supply_medium = supply_medium + self._maximum_heat_supply_temperature = maximum_heat_supply_temperature + self._minimum_heat_supply_temperature = minimum_heat_supply_temperature + self._maximum_cooling_supply_temperature = maximum_cooling_supply_temperature + self._minimum_cooling_supply_temperature = minimum_cooling_supply_temperature + self._heat_output_curve = heat_output_curve + self._heat_fuel_consumption_curve = heat_fuel_consumption_curve + self._heat_efficiency_curve = heat_efficiency_curve + self._cooling_output_curve = cooling_output_curve + self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve + self._cooling_efficiency_curve = cooling_efficiency_curve + + @property + def system_type(self): + """ + Get type + :return: string + """ + return self._system_type + + @property + def nominal_thermal_output(self): + """ + Get nominal_thermal_output of heat generation devices in kW + :return: float + """ + return self._nominal_thermal_output + + @property + def maximum_heat_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_heat_output + + @property + def minimum_heat_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_heat_output + + @property + def source_medium(self): + """ + Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] + :return: [string] + """ + return self._source_medium + + @property + def supply_medium(self): + """ + Get the supply medium from ['air', 'water'] + :return: string + """ + return self._supply_medium + + @property + def heat_efficiency(self): + """ + Get heat_efficiency + :return: float + """ + return self._heat_efficiency + + @property + def nominal_cooling_output(self): + """ + Get nominal_thermal_output of heat generation devices in kW + :return: float + """ + return self._nominal_cooling_output + + @property + def maximum_cooling_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_cooling_output + + @property + def minimum_cooling_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_cooling_output + + @property + def cooling_efficiency(self): + """ + Get cooling_efficiency + :return: float + """ + return self._cooling_efficiency + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + + @property + def source_temperature(self): + """ + Get source_temperature in degree Celsius + :return: float + """ + return self._source_temperature + + @property + def source_mass_flow(self): + """ + Get source_mass_flow in kg/s + :return: float + """ + return self._source_mass_flow + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in kW + :return: float + """ + return self._nominal_electricity_output + + @property + def maximum_heat_supply_temperature(self): + """ + Get the maximum heat supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @property + def minimum_heat_supply_temperature(self): + """ + Get the minimum heat supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @property + def maximum_cooling_supply_temperature(self): + """ + Get the maximum cooling supply temperature in degree Celsius + :return: float + """ + return self._maximum_cooling_supply_temperature + + @property + def minimum_cooling_supply_temperature(self): + """ + Get the minimum cooling supply temperature in degree Celsius + :return: float + """ + return self._minimum_cooling_supply_temperature + + @property + def heat_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_output_curve + + @property + def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_fuel_consumption_curve + + @property + def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_efficiency_curve + + @property + def cooling_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_output_curve + + @property + def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_fuel_consumption_curve + + @property + def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_efficiency_curve + + def to_dictionary(self): + """Class content to dictionary""" + _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in + self.distribution_systems] if self.distribution_systems is not None else None + content = { + 'Energy Generation component': + { + 'id': self.id, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'nominal thermal output [W]': self.nominal_thermal_output, + 'maximum heat output [W]': self.maximum_heat_output, + 'minimum heat output [W]': self.minimum_heat_output, + 'source medium': self.source_medium, + 'supply medium': self.supply_medium, + 'source temperature [Celsius]': self.source_temperature, + 'source mass flow [kg/s]': self.source_mass_flow, + 'heat efficiency': self.heat_efficiency, + 'nominal cooling output [W]': self.nominal_cooling_output, + 'maximum cooling output [W]': self.maximum_cooling_output, + 'minimum cooling output [W]': self.minimum_cooling_output, + 'cooling efficiency': self.cooling_efficiency, + 'electricity efficiency': self.electricity_efficiency, + 'nominal power output [W]': self.nominal_electricity_output, + 'maximum heating supply temperature [Celsius]': self.maximum_heat_supply_temperature, + 'minimum heating supply temperature [Celsius]': self.minimum_heat_supply_temperature, + 'maximum cooling supply temperature [Celsius]': self.maximum_cooling_supply_temperature, + 'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature, + 'heat output curve': self.heat_output_curve, + 'heat fuel consumption curve': self.heat_fuel_consumption_curve, + 'heat efficiency curve': self.heat_efficiency_curve, + 'cooling output curve': self.cooling_output_curve, + 'cooling fuel consumption curve': self.cooling_fuel_consumption_curve, + 'cooling efficiency curve': self.cooling_efficiency_curve, + 'distribution systems connected': _distribution_systems + } + } + return content diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index ce0e71f1..ce037239 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -14,26 +14,15 @@ class PvGenerationSystem(GenerationSystem): Electricity Generation system class """ - def __init__(self, system_id, name, model_name, manufacturer, electricity_efficiency, - nominal_electricity_output, nominal_ambient_temperature, nominal_cell_temperature, - nominal_radiation, standard_test_condition_cell_temperature, standard_test_condition_maximum_power, - cell_temperature_coefficient, width, height): - super().__init__(system_id=system_id, name=name, model_name=model_name, - manufacturer=manufacturer, system_type='pv', fuel_type='renewable', - nominal_thermal_output=None, maximum_heat_output=None, - minimum_heat_output=None, source_medium=None, - supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, - maximum_cooling_output=None, minimum_cooling_output=None, - cooling_efficiency=None, electricity_efficiency=electricity_efficiency, - source_temperature=None, source_mass_flow=None, - nominal_electricity_output=nominal_electricity_output, - maximum_heat_supply_temperature=None, - minimum_heat_supply_temperature=None, - maximum_cooling_supply_temperature=None, - minimum_cooling_supply_temperature=None, heat_output_curve=None, - heat_fuel_consumption_curve=None, heat_efficiency_curve=None, - cooling_output_curve=None, cooling_fuel_consumption_curve=None, - cooling_efficiency_curve=None) + def __init__(self, system_id, model_name=None, manufacturer=None, electricity_efficiency=None, + nominal_electricity_output=None, nominal_ambient_temperature=None, nominal_cell_temperature=None, + nominal_radiation=None, standard_test_condition_cell_temperature=None, + standard_test_condition_maximum_power=None, cell_temperature_coefficient=None, width=None, height=None): + super().__init__(system_id=system_id, model_name=model_name, + manufacturer=manufacturer, fuel_type='renewable') + self._system_type = 'PV' + self._electricity_efficiency = electricity_efficiency + self._nominal_electricity_output = nominal_electricity_output self._nominal_ambient_temperature = nominal_ambient_temperature self._nominal_cell_temperature = nominal_cell_temperature self._nominal_radiation = nominal_radiation @@ -43,6 +32,30 @@ class PvGenerationSystem(GenerationSystem): self._width = width self._height = height + @property + def system_type(self): + """ + Get type + :return: string + """ + return self._system_type + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in kW + :return: float + """ + return self._nominal_electricity_output + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + @property def nominal_ambient_temperature(self): """ @@ -109,23 +122,27 @@ class PvGenerationSystem(GenerationSystem): def to_dictionary(self): """Class content to dictionary""" - content = {'Energy Generation component': { - 'id': self.id, - 'name': self.name, - 'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'type': self.system_type, - 'fuel type': self.fuel_type, - 'electricity efficiency': self.electricity_efficiency, - 'nominal power output [kW]': self.nominal_electricity_output, - 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, - 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, - 'nominal radiation [W/m2]': self.nominal_radiation, - 'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature, - 'standard test condition maximum power [kW]': self.standard_test_condition_maximum_power, - 'cell temperature coefficient': self.cell_temperature_coefficient, - 'width': self.width, - 'height': self.height, - } + _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in + self.distribution_systems] if self.distribution_systems is not None else None + content = { + 'Energy Generation component': + { + 'id': self.id, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'type': self.system_type, + 'fuel type': self.fuel_type, + 'electricity efficiency': self.electricity_efficiency, + 'nominal power output [kW]': self.nominal_electricity_output, + 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, + 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, + 'nominal radiation [W/m2]': self.nominal_radiation, + 'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature, + 'standard test condition maximum power [kW]': self.standard_test_condition_maximum_power, + 'cell temperature coefficient': self.cell_temperature_coefficient, + 'width': self.width, + 'height': self.height, + 'distribution systems connected': _distribution_systems + } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 30ee9292..3479e0dc 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -1,5 +1,5 @@ """ -Energy System catalog heat generation system +Energy Systems catalog System SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca @@ -7,12 +7,10 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from typing import Union, List +from pathlib import Path from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem -from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem -from hub.catalog_factories.data_models.energy_systems.electrical_storage_system import ElectricalStorageSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem -from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem class System: @@ -21,15 +19,14 @@ class System: """ def __init__(self, - lod, system_id, - name, demand_types, - generation_systems, - distribution_systems, - emission_systems, - energy_storage_systems): - self._lod = lod + name=None, + generation_systems=None, + distribution_systems=None, + emission_systems=None, + energy_storage_systems=None, + configuration_schema=None): self._system_id = system_id self._name = name self._demand_types = demand_types @@ -37,15 +34,7 @@ class System: self._emission_systems = emission_systems self._generation_systems = generation_systems self._energy_storage_systems = energy_storage_systems - # self._configuration = configuration - - @property - def lod(self): - """ - Get level of detail of the catalog - :return: string - """ - return self._lod + self._configuration_schema = configuration_schema @property def id(self): @@ -72,7 +61,7 @@ class System: return self._demand_types @property - def generation_systems(self) -> List[GenerationSystem]: + def generation_systems(self) -> Union[None, List[GenerationSystem]]: """ Get generation systems :return: [GenerationSystem] @@ -88,20 +77,12 @@ class System: return self._distribution_systems @property - def emission_systems(self) -> Union[None, List[EmissionSystem]]: + def configuration_schema(self) -> Path: """ - Get emission systems - :return: [EmissionSystem] + Get system configuration schema + :return: Path """ - return self._emission_systems - - @property - def energy_storage_systems(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]: - """ - Get energy storage systems - :return: [EnergyStorageSystem] - """ - return self._energy_storage_systems + return self._configuration_schema def to_dictionary(self): """Class content to dictionary""" @@ -110,19 +91,12 @@ class System: _generation_systems.append(_generation.to_dictionary()) _distribution_systems = [_distribution.to_dictionary() for _distribution in self.distribution_systems] if self.distribution_systems is not None else None - _emission_systems = [_emission.to_dictionary() for _emission in - self.emission_systems] if self.emission_systems is not None else None - _storage_systems = [_storage.to_dictionary() for _storage in - self.energy_storage_systems] if self.energy_storage_systems is not None else None content = {'system': {'id': self.id, 'name': self.name, - 'level of detail': self.lod, 'demand types': self.demand_types, 'generation system(s)': _generation_systems, - 'distribution system(s)': _distribution_systems, - 'emission system(s)': _emission_systems, - 'energy storage system(s)': _storage_systems, + 'distribution system(s)': _distribution_systems } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index 71b4f931..db10840b 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -15,16 +15,26 @@ class ThermalStorageSystem(EnergyStorageSystem): Energy Storage System Class """ - def __init__(self, storage_id, name, model_name, manufacturer, storage_type, nominal_capacity, losses_ratio, - volume, height, layers, maximum_operating_temperature): + def __init__(self, storage_id, model_name=None, manufacturer=None, storage_type=None, + nominal_capacity=None, losses_ratio=None, volume=None, height=None, layers=None, + maximum_operating_temperature=None): - super().__init__(storage_id, name, model_name, manufacturer, nominal_capacity, losses_ratio) + super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio) + self._type_energy_stored = 'thermal' self._storage_type = storage_type self._volume = volume self._height = height self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature + @property + def type_energy_stored(self): + """ + Get type of energy stored from ['electrical', 'thermal'] + :return: string + """ + return self._type_energy_stored + @property def storage_type(self): """ @@ -72,18 +82,20 @@ class ThermalStorageSystem(EnergyStorageSystem): _layers = [] for _layer in self.layers: _layers.append(_layer.to_dictionary()) - content = {'Storage component': { - 'storage id': self.id, - 'name': self.name, - 'model name': self.model_name, - 'manufacturer': self.manufacturer, - 'storage type': self.storage_type, - 'nominal capacity [J]': self.nominal_capacity, - 'losses-ratio [J/J]': self.losses_ratio, - 'volume [m3]': self.volume, - 'height [m]': self.height, - 'layers': _layers, - 'maximum operating temperature [Celsius]': self.maximum_operating_temperature - } + content = { + 'Storage component': + { + 'storage id': self.id, + 'type of energy stored': self.type_energy_stored, + 'model name': self.model_name, + 'manufacturer': self.manufacturer, + 'storage type': self.storage_type, + 'nominal capacity [J]': self.nominal_capacity, + 'losses-ratio [J/J]': self.losses_ratio, + 'volume [m3]': self.volume, + 'height [m]': self.height, + 'layers': _layers, + 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + } } return content diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index ee88b19c..c8ba7011 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -10,7 +10,8 @@ import xmltodict from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content -from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.non_pv_generation_system import NonPvGenerationSystem +from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem from hub.catalog_factories.data_models.energy_systems.archetype import Archetype @@ -29,7 +30,6 @@ class MontrealCustomCatalog(Catalog): self._archetypes = xmltodict.parse(xml.read(), force_list=('system', 'system_cluster', 'equipment', 'demand', 'system_id')) - self._lod = float(self._archetypes['catalog']['@lod']) self._catalog_generation_equipments, self._catalog_storage_equipments = self._load_generation_and_storage_equipments() self._catalog_distribution_equipments = self._load_distribution_equipments() self._catalog_emission_equipments = self._load_emission_equipments() @@ -39,9 +39,7 @@ class MontrealCustomCatalog(Catalog): self._content = Content(self._catalog_archetypes, self._catalog_systems, self._catalog_generation_equipments, - self._catalog_distribution_equipments, - self._catalog_emission_equipments, - None) + self._catalog_distribution_equipments) def _load_generation_and_storage_equipments(self): _equipments = [] @@ -51,7 +49,7 @@ class MontrealCustomCatalog(Catalog): equipment_id = float(equipment['@id']) equipment_type = equipment['@type'] fuel_type = equipment['@fuel_type'] - name = equipment['name'] + model_name = equipment['name'] heating_efficiency = None if 'heating_efficiency' in equipment: heating_efficiency = float(equipment['heating_efficiency']) @@ -61,46 +59,27 @@ class MontrealCustomCatalog(Catalog): electricity_efficiency = None if 'electrical_efficiency' in equipment: electricity_efficiency = float(equipment['electrical_efficiency']) - # todo: this may be optionals instead? - generation_system = GenerationSystem(equipment_id, - name, - None, - None, - equipment_type, - fuel_type, - None, - None, - None, - None, - None, - heating_efficiency, - None, - None, - None, - cooling_efficiency, - electricity_efficiency, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None) + if model_name == 'PV system': + generation_system = PvGenerationSystem(equipment_id, + model_name=model_name, + electricity_efficiency=electricity_efficiency, + ) + else: + generation_system = NonPvGenerationSystem(equipment_id, + model_name=model_name, + system_type=equipment_type, + fuel_type=fuel_type, + heat_efficiency=heating_efficiency, + cooling_efficiency=cooling_efficiency, + electricity_efficiency=electricity_efficiency, + ) _equipments.append(generation_system) storage = literal_eval(equipment['storage'].capitalize()) if storage: if equipment_type == 'electricity generator': - storage_system = ElectricalStorageSystem(equipment_id, None, None, None, 'electrical', None, None, None, None, - None, None, None) + storage_system = ElectricalStorageSystem(equipment_id) else: - storage_system = ThermalStorageSystem(equipment_id, None, None, None, 'thermal', None, None, None, None, None, - None) + storage_system = ThermalStorageSystem(equipment_id) _storages.append(storage_system) return _equipments, _storages @@ -111,7 +90,7 @@ class MontrealCustomCatalog(Catalog): for equipment in equipments: equipment_id = float(equipment['@id']) equipment_type = equipment['@type'] - name = equipment['name'] + model_name = equipment['name'] distribution_heat_losses = None if 'distribution_heat_losses' in equipment: distribution_heat_losses = float(equipment['distribution_heat_losses']['#text']) / 100 @@ -124,12 +103,11 @@ class MontrealCustomCatalog(Catalog): equipment['distribution_consumption_variable_flow']['#text']) / 100 distribution_system = DistributionSystem(equipment_id, - name, - equipment_type, - None, - distribution_consumption_fix_flow, - distribution_consumption_variable_flow, - distribution_heat_losses) + model_name=model_name, + system_type=equipment_type, + distribution_consumption_fix_flow=distribution_consumption_fix_flow, + distribution_consumption_variable_flow=distribution_consumption_variable_flow, + heat_losses=distribution_heat_losses) _equipments.append(distribution_system) return _equipments @@ -140,15 +118,15 @@ class MontrealCustomCatalog(Catalog): for equipment in equipments: equipment_id = float(equipment['@id']) equipment_type = equipment['@type'] - name = equipment['name'] + model_name = equipment['name'] parasitic_consumption = None if 'parasitic_consumption' in equipment: parasitic_consumption = float(equipment['parasitic_consumption']['#text']) / 100 emission_system = EmissionSystem(equipment_id, - name, - equipment_type, - parasitic_consumption) + model_name=model_name, + system_type=equipment_type, + parasitic_energy_consumption=parasitic_consumption) _equipments.append(emission_system) return _equipments @@ -180,14 +158,13 @@ class MontrealCustomCatalog(Catalog): if int(equipment_archetype.id) == int(emission_equipment): _emission_equipments = [equipment_archetype] - _catalog_systems.append(System(self._lod, - system_id, - name, + _catalog_systems.append(System(system_id, demands, - _generation_equipments, - _distribution_equipments, - _emission_equipments, - _storage_equipments)) + name=name, + generation_systems=_generation_equipments, + distribution_systems=_distribution_equipments, + emission_systems=_emission_equipments, + energy_storage_systems=_storage_equipments)) return _catalog_systems def _load_archetypes(self): @@ -201,7 +178,7 @@ class MontrealCustomCatalog(Catalog): for system_archetype in self._catalog_systems: if int(system_archetype.id) == int(system): _systems.append(system_archetype) - _catalog_archetypes.append(Archetype(self._lod, name, _systems)) + _catalog_archetypes.append(Archetype(name, _systems)) return _catalog_archetypes def names(self, category=None): @@ -217,11 +194,9 @@ class MontrealCustomCatalog(Catalog): for system in self._content.systems: _names['systems'].append(system.name) for equipment in self._content.generation_equipments: - _names['generation_equipments'].append(equipment.name) + _names['generation_equipments'].append(equipment.model_name) for equipment in self._content.distribution_equipments: - _names['distribution_equipments'].append(equipment.name) - for equipment in self._content.emission_equipments: - _names['emission_equipments'].append(equipment.name) + _names['distribution_equipments'].append(equipment.model_name) else: _names = {category: []} if category.lower() == 'archetypes': @@ -232,13 +207,10 @@ class MontrealCustomCatalog(Catalog): _names[category].append(system.name) elif category.lower() == 'generation_equipments': for system in self._content.generation_equipments: - _names[category].append(system.name) + _names[category].append(system.model_name) elif category.lower() == 'distribution_equipments': for system in self._content.distribution_equipments: - _names[category].append(system.name) - elif category.lower() == 'emission_equipments': - for system in self._content.emission_equipments: - _names[category].append(system.name) + _names[category].append(system.model_name) else: raise ValueError(f'Unknown category [{category}]') return _names @@ -258,9 +230,6 @@ class MontrealCustomCatalog(Catalog): return self._content.generation_equipments if category.lower() == 'distribution_equipments': return self._content.distribution_equipments - if category.lower() == 'emission_equipments': - return self._content.emission_equipments - raise ValueError(f'Unknown category [{category}]') def get_entry(self, name): """ @@ -274,12 +243,9 @@ class MontrealCustomCatalog(Catalog): if entry.name.lower() == name.lower(): return entry for entry in self._content.generation_equipments: - if entry.name.lower() == name.lower(): + if entry.model_name.lower() == name.lower(): return entry for entry in self._content.distribution_equipments: - if entry.name.lower() == name.lower(): - return entry - for entry in self._content.emission_equipments: - if entry.name.lower() == name.lower(): + if entry.model_name.lower() == name.lower(): return entry raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 77c4287c..ea78ed97 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -10,7 +10,7 @@ import xmltodict from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content -from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +from hub.catalog_factories.data_models.energy_systems.non_pv_generation_system import NonPvGenerationSystem from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves @@ -34,10 +34,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): self._system_archetypes = self._load_archetypes() self._content = Content(self._system_archetypes, self._systems, - self._generation_components, - None, - None, - self._storage_components) + generations=self._generation_components) def _load_generation_components(self): generation_components = [] @@ -47,53 +44,29 @@ class NorthAmericaEnergySystemCatalog(Catalog): templates = self._archetypes['EnergySystemCatalog']['energy_generation_components']['templateGenerationEquipments'] for boiler in boilers: boiler_id = boiler['@generation_id'] - boiler_name = boiler['@name'] + system_type = boiler['@name'] boiler_model_name = boiler['@modelName'] boiler_manufacturer = boiler['@manufacturer'] - system_type = 'boiler' boiler_fuel_type = boiler['@fuel'] boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) boiler_maximum_heat_output = float(boiler['@maximumHeatOutput']) boiler_minimum_heat_output = float(boiler['@minimumHeatOutput']) boiler_heat_efficiency = float(boiler['@nominalEfficiency']) - # todo: this may be optionals instead? - boiler_component = GenerationSystem(boiler_id, - boiler_name, - boiler_model_name, - boiler_manufacturer, - system_type, - boiler_fuel_type, - boiler_nominal_thermal_output, - boiler_maximum_heat_output, - boiler_minimum_heat_output, - None, - None, - boiler_heat_efficiency, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None) + boiler_component = NonPvGenerationSystem(boiler_id, + system_type, + model_name=boiler_model_name, + manufacturer=boiler_manufacturer, + fuel_type=boiler_fuel_type, + nominal_thermal_output=boiler_nominal_thermal_output, + maximum_heat_output=boiler_maximum_heat_output, + minimum_heat_output=boiler_minimum_heat_output, + heat_efficiency=boiler_heat_efficiency) generation_components.append(boiler_component) for heat_pump in heat_pumps: heat_pump_id = heat_pump['@generation_id'] - heat_pump_name = heat_pump['@name'] + system_type = heat_pump['@name'] heat_pump_model_name = heat_pump['@modelName'] heat_pump_manufacturer = heat_pump['@manufacturer'] - system_type = 'heat pump' heat_pump_fuel_type = heat_pump['@fuel'] heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) heat_pump_maximum_heat_output = float(heat_pump['@maximumHeatOutput']) @@ -111,40 +84,25 @@ class NorthAmericaEnergySystemCatalog(Catalog): coefficients = list(heat_pump['performance_curve']['coefficients'].values()) cop_curve = PerformanceCurves(cop_curve_type, dependant_variable, parameters, coefficients) - heat_pump_component = GenerationSystem(heat_pump_id, - heat_pump_name, - heat_pump_model_name, - heat_pump_manufacturer, - system_type, - heat_pump_fuel_type, - heat_pump_nominal_thermal_output, - heat_pump_maximum_heat_output, - heat_pump_minimum_heat_output, - heat_pump_source_medium, - heat_pump_supply_medium, - heat_pump_nominal_cop, - None, - None, - None, - None, - None, - None, - None, - None, - heat_pump_maximum_heat_supply_temperature, - heat_pump_minimum_heat_supply_temperature, - heat_pump_maximum_cooling_supply_temperature, - heat_pump_minimum_cooling_supply_temperature, - None, - None, - cop_curve, - None, - None, - None) + heat_pump_component = NonPvGenerationSystem(heat_pump_id, + system_type, + model_name=heat_pump_model_name, + manufacturer=heat_pump_manufacturer, + fuel_type=heat_pump_fuel_type, + nominal_thermal_output=heat_pump_nominal_thermal_output, + maximum_heat_output=heat_pump_maximum_heat_output, + minimum_heat_output=heat_pump_minimum_heat_output, + source_medium=heat_pump_source_medium, + supply_medium=heat_pump_supply_medium, + heat_efficiency=heat_pump_nominal_cop, + maximum_heat_supply_temperature=heat_pump_maximum_heat_supply_temperature, + minimum_heat_supply_temperature=heat_pump_minimum_heat_supply_temperature, + maximum_cooling_supply_temperature=heat_pump_maximum_cooling_supply_temperature, + minimum_cooling_supply_temperature=heat_pump_minimum_cooling_supply_temperature, + heat_efficiency_curve=cop_curve) generation_components.append(heat_pump_component) for pv in photovoltaics: pv_id = pv['@generation_id'] - pv_name = pv['@name'] pv_model_name = pv['@modelName'] pv_manufacturer = pv['@manufacturer'] pv_electricity_efficiency = pv['@nominalEfficiency'] @@ -159,19 +117,18 @@ class NorthAmericaEnergySystemCatalog(Catalog): height = float(pv['@height']) pv_component = PvGenerationSystem(pv_id, - pv_name, - pv_model_name, - pv_manufacturer, - pv_electricity_efficiency, - pv_nominal_electricity_output, - nominal_ambient_temperature, - nominal_cell_temperature, - nominal_radiation, - standard_test_condition_cell_temperature, - standard_test_condition_maximum_power, - cell_temperature_coefficient, - width, - height) + model_name=pv_model_name, + manufacturer=pv_manufacturer, + electricity_efficiency=pv_electricity_efficiency, + nominal_electricity_output=pv_nominal_electricity_output, + nominal_ambient_temperature=nominal_ambient_temperature, + nominal_cell_temperature=nominal_cell_temperature, + nominal_radiation=nominal_radiation, + standard_test_condition_cell_temperature=standard_test_condition_cell_temperature, + standard_test_condition_maximum_power=standard_test_condition_maximum_power, + cell_temperature_coefficient=cell_temperature_coefficient, + width=width, + height=height) generation_components.append(pv_component) for template in templates: system_id = template['@generation_id'] @@ -294,7 +251,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'tank', tank_material, thickness) -# the convention is from outside to inside + # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = ThermalStorageSystem(storage_id, name, @@ -324,7 +281,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(template['physical_characteristics']['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'tank', tank_material, thickness) -# the convention is from outside to inside + # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = ThermalStorageSystem(storage_id, name, diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index f24808f3..4d37d965 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -23,8 +23,6 @@ class TestSystemsCatalog(TestCase): self.assertEqual(7, len(generation_equipments['generation_equipments'])) distribution_equipments = catalog.names('distribution_equipments') self.assertEqual(8, len(distribution_equipments['distribution_equipments'])) - emission_equipments = catalog.names('emission_equipments') - self.assertEqual(3, len(emission_equipments['emission_equipments'])) with self.assertRaises(ValueError): catalog.names('unknown') From 84f5ebe4a05705c21287d9804d1bac6e077b1299 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Tue, 10 Oct 2023 16:22:45 -0400 Subject: [PATCH 078/101] checking a problem with lists assignation where a single value should be assigned --- .../energy_systems/distribution_system.py | 31 +++++++++++++++++-- .../energy_systems/generation_system.py | 16 ++++++++-- .../non_pv_generation_system.py | 12 +++++-- .../energy_systems/pv_generation_system.py | 11 +++++-- .../data_models/energy_systems/system.py | 7 ++--- .../energy_systems/montreal_custom_catalog.py | 25 ++++++++------- tests/test_systems_catalog.py | 2 -- 7 files changed, 74 insertions(+), 30 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index b6836086..2483ccd2 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -9,7 +9,8 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from typing import Union, List from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem - +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem +from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem class DistributionSystem: """ @@ -18,7 +19,7 @@ class DistributionSystem: def __init__(self, system_id, model_name=None, system_type=None, supply_temperature=None, distribution_consumption_fix_flow=None, distribution_consumption_variable_flow=None, heat_losses=None, - generation_systems=None): + generation_systems=None, energy_storage_systems=None, emission_systems=None): self._system_id = system_id self._model_name = model_name self._type = system_type @@ -27,6 +28,8 @@ class DistributionSystem: self._distribution_consumption_variable_flow = distribution_consumption_variable_flow self._heat_losses = heat_losses self._generation_systems = generation_systems + self._energy_storage_systems = energy_storage_systems + self._emission_systems = emission_systems @property def id(self): @@ -93,10 +96,30 @@ class DistributionSystem: """ return self._generation_systems + @property + def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: + """ + Get energy storage systems connected to this distribution system + :return: [EnergyStorageSystem] + """ + return self._energy_storage_systems + + @property + def emission_systems(self) -> Union[None, List[EmissionSystem]]: + """ + Get energy emission systems connected to this distribution system + :return: [EmissionSystem] + """ + return self._emission_systems + def to_dictionary(self): """Class content to dictionary""" _generation_systems = [_generation_system.to_dictionary() for _generation_system in self.generation_systems] if self.generation_systems is not None else None + _energy_storage_systems = [_energy_storage_system.to_dictionary() for _energy_storage_system in + self.energy_storage_systems] if self.energy_storage_systems is not None else None + _emission_systems = [_emission_system.to_dictionary() for _emission_system in + self.emission_systems] if self.emission_systems is not None else None content = { 'Layer': { @@ -107,7 +130,9 @@ class DistributionSystem: 'distribution consumption if fix flow over peak power [W/W]': self.distribution_consumption_fix_flow, 'distribution consumption if variable flow over peak power [J/J]': self.distribution_consumption_variable_flow, 'heat losses per energy produced [J/J]': self.heat_losses, - 'generation systems connected': _generation_systems + 'generation systems connected': _generation_systems, + 'energy storage systems connected': _energy_storage_systems, + 'emission systems connected': _emission_systems } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index 3849a039..bb0ba255 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -9,6 +9,8 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from abc import ABC from typing import List, Union, TypeVar +from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem + DistributionSystem = TypeVar('DistributionSystem') @@ -17,12 +19,14 @@ class GenerationSystem(ABC): Heat Generation system class """ - def __init__(self, system_id, model_name=None, manufacturer=None, fuel_type=None, distribution_systems=None): + def __init__(self, system_id, model_name=None, manufacturer=None, fuel_type=None, + distribution_systems=None, energy_storage_systems=None): self._system_id = system_id self._model_name = model_name self._manufacturer = manufacturer self._fuel_type = fuel_type self._distribution_systems = distribution_systems + self._energy_storage_systems = energy_storage_systems @property def id(self): @@ -68,10 +72,18 @@ class GenerationSystem(ABC): def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ Get distributions systems connected to this generation system - :return: [DistributionSystems] + :return: [DistributionSystem] """ return self._distribution_systems + @property + def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: + """ + Get energy storage systems connected to this generation system + :return: [EnergyStorageSystem] + """ + return self._energy_storage_systems + def to_dictionary(self): """Class content to dictionary""" raise NotImplementedError diff --git a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py index b9780df5..87e688d3 100644 --- a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py @@ -24,8 +24,10 @@ class NonPvGenerationSystem(GenerationSystem): maximum_heat_supply_temperature=None, minimum_heat_supply_temperature=None, maximum_cooling_supply_temperature=None, minimum_cooling_supply_temperature=None, heat_output_curve=None, heat_fuel_consumption_curve=None, heat_efficiency_curve=None, cooling_output_curve=None, - cooling_fuel_consumption_curve=None, cooling_efficiency_curve=None): - super().__init__(system_id=system_id, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type) + cooling_fuel_consumption_curve=None, cooling_efficiency_curve=None, + distribution_systems=None, energy_storage_systems=None): + super().__init__(system_id=system_id, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type, + distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) self._system_type = system_type self._nominal_thermal_output = nominal_thermal_output self._maximum_heat_output = maximum_heat_output @@ -256,6 +258,9 @@ class NonPvGenerationSystem(GenerationSystem): """Class content to dictionary""" _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in self.distribution_systems] if self.distribution_systems is not None else None + _energy_storage_systems = [_energy_storage_system.to_dictionary() for _energy_storage_system in + self.energy_storage_systems] if self.energy_storage_systems is not None else None + content = { 'Energy Generation component': { @@ -288,7 +293,8 @@ class NonPvGenerationSystem(GenerationSystem): 'cooling output curve': self.cooling_output_curve, 'cooling fuel consumption curve': self.cooling_fuel_consumption_curve, 'cooling efficiency curve': self.cooling_efficiency_curve, - 'distribution systems connected': _distribution_systems + 'distribution systems connected': _distribution_systems, + 'storage systems connected': _energy_storage_systems } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index ce037239..15965912 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -17,9 +17,11 @@ class PvGenerationSystem(GenerationSystem): def __init__(self, system_id, model_name=None, manufacturer=None, electricity_efficiency=None, nominal_electricity_output=None, nominal_ambient_temperature=None, nominal_cell_temperature=None, nominal_radiation=None, standard_test_condition_cell_temperature=None, - standard_test_condition_maximum_power=None, cell_temperature_coefficient=None, width=None, height=None): + standard_test_condition_maximum_power=None, cell_temperature_coefficient=None, width=None, height=None, + distribution_systems=None, energy_storage_systems=None): super().__init__(system_id=system_id, model_name=model_name, - manufacturer=manufacturer, fuel_type='renewable') + manufacturer=manufacturer, fuel_type='renewable', distribution_systems=distribution_systems, + energy_storage_systems=energy_storage_systems) self._system_type = 'PV' self._electricity_efficiency = electricity_efficiency self._nominal_electricity_output = nominal_electricity_output @@ -124,6 +126,8 @@ class PvGenerationSystem(GenerationSystem): """Class content to dictionary""" _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in self.distribution_systems] if self.distribution_systems is not None else None + _energy_storage_systems = [_energy_storage_system.to_dictionary() for _energy_storage_system in + self.energy_storage_systems] if self.energy_storage_systems is not None else None content = { 'Energy Generation component': { @@ -142,7 +146,8 @@ class PvGenerationSystem(GenerationSystem): 'cell temperature coefficient': self.cell_temperature_coefficient, 'width': self.width, 'height': self.height, - 'distribution systems connected': _distribution_systems + 'distribution systems connected': _distribution_systems, + 'storage systems connected': _energy_storage_systems } } return content diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 3479e0dc..962c03dd 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -24,16 +24,12 @@ class System: name=None, generation_systems=None, distribution_systems=None, - emission_systems=None, - energy_storage_systems=None, configuration_schema=None): self._system_id = system_id self._name = name self._demand_types = demand_types self._distribution_systems = distribution_systems - self._emission_systems = emission_systems self._generation_systems = generation_systems - self._energy_storage_systems = energy_storage_systems self._configuration_schema = configuration_schema @property @@ -96,7 +92,8 @@ class System: 'name': self.name, 'demand types': self.demand_types, 'generation system(s)': _generation_systems, - 'distribution system(s)': _distribution_systems + 'distribution system(s)': _distribution_systems, + 'configuration schema path': self.configuration_schema } } return content diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index c8ba7011..3b31cd81 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -30,7 +30,7 @@ class MontrealCustomCatalog(Catalog): self._archetypes = xmltodict.parse(xml.read(), force_list=('system', 'system_cluster', 'equipment', 'demand', 'system_id')) - self._catalog_generation_equipments, self._catalog_storage_equipments = self._load_generation_and_storage_equipments() + self._catalog_generation_equipments = self._load_generation_equipments() self._catalog_distribution_equipments = self._load_distribution_equipments() self._catalog_emission_equipments = self._load_emission_equipments() self._catalog_systems = self._load_systems() @@ -41,7 +41,7 @@ class MontrealCustomCatalog(Catalog): self._catalog_generation_equipments, self._catalog_distribution_equipments) - def _load_generation_and_storage_equipments(self): + def _load_generation_equipments(self): _equipments = [] _storages = [] equipments = self._archetypes['catalog']['generation_equipments']['equipment'] @@ -73,16 +73,16 @@ class MontrealCustomCatalog(Catalog): cooling_efficiency=cooling_efficiency, electricity_efficiency=electricity_efficiency, ) - _equipments.append(generation_system) storage = literal_eval(equipment['storage'].capitalize()) if storage: if equipment_type == 'electricity generator': storage_system = ElectricalStorageSystem(equipment_id) else: storage_system = ThermalStorageSystem(equipment_id) - _storages.append(storage_system) + generation_system.energy_storage_systems = [storage_system] + _equipments.append(generation_system) - return _equipments, _storages + return _equipments def _load_distribution_equipments(self): _equipments = [] @@ -143,10 +143,6 @@ class MontrealCustomCatalog(Catalog): for equipment_archetype in self._catalog_generation_equipments: if int(equipment_archetype.id) == int(generation_equipment): _generation_equipments = [equipment_archetype] - _storage_equipments = None - for equipment_archetype in self._catalog_storage_equipments: - if int(equipment_archetype.id) == int(generation_equipment): - _storage_equipments = [equipment_archetype] distribution_equipment = system['equipments']['distribution_id'] _distribution_equipments = None for equipment_archetype in self._catalog_distribution_equipments: @@ -158,13 +154,18 @@ class MontrealCustomCatalog(Catalog): if int(equipment_archetype.id) == int(emission_equipment): _emission_equipments = [equipment_archetype] + + + + + + + _catalog_systems.append(System(system_id, demands, name=name, generation_systems=_generation_equipments, - distribution_systems=_distribution_equipments, - emission_systems=_emission_equipments, - energy_storage_systems=_storage_equipments)) + distribution_systems=_distribution_equipments)) return _catalog_systems def _load_archetypes(self): diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 4d37d965..563e1b7d 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -31,8 +31,6 @@ class TestSystemsCatalog(TestCase): for value in catalog_categories[category]: catalog.get_entry(value) - print(catalog.entries()) - with self.assertRaises(IndexError): catalog.get_entry('unknown') From 57ee3e734bd59bfa591659ea3dfb45c67f798105 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Wed, 11 Oct 2023 09:14:38 -0400 Subject: [PATCH 079/101] finished generic system and system parts --- .../energy_systems/distribution_system.py | 1 + .../energy_systems/energy_storage_system.py | 2 +- .../energy_systems/generation_system.py | 6 +- .../non_pv_generation_system.py | 18 +- .../energy_systems/pv_generation_system.py | 8 +- .../data_models/energy_systems/system.py | 2 +- .../north_america_energy_system_catalog.py | 4 +- .../generic_distribution_system.py | 74 +++ .../generic_electrical_storage_system.py | 104 +++++ .../energy_systems/generic_emission_system.py | 34 ++ .../energy_systems/generic_energy_system.py | 105 ++--- .../generic_generation_system.py | 394 +++------------- .../generic_non_pv_generation_system.py | 428 ++++++++++++++++++ .../generic_pv_generation_system.py | 187 ++++++++ .../energy_systems/generic_storage_system.py | 60 ++- .../generic_thermal_storage_system.py | 88 ++++ 16 files changed, 1106 insertions(+), 409 deletions(-) create mode 100644 hub/city_model_structure/energy_systems/generic_electrical_storage_system.py create mode 100644 hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py create mode 100644 hub/city_model_structure/energy_systems/generic_pv_generation_system.py create mode 100644 hub/city_model_structure/energy_systems/generic_thermal_storage_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index 2483ccd2..8654b533 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -12,6 +12,7 @@ from hub.catalog_factories.data_models.energy_systems.generation_system import G from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem + class DistributionSystem: """ Distribution system class diff --git a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py index 56a5667d..909fb1ef 100644 --- a/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/energy_storage_system.py @@ -42,7 +42,7 @@ class EnergyStorageSystem(ABC): def model_name(self): """ Get system model - :return: float + :return: string """ return self._model_name diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index bb0ba255..1b43a183 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -6,12 +6,12 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ +from __future__ import annotations from abc import ABC -from typing import List, Union, TypeVar +from typing import List, Union from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem - -DistributionSystem = TypeVar('DistributionSystem') +from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem class GenerationSystem(ABC): diff --git a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py index 87e688d3..7f622382 100644 --- a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py @@ -17,7 +17,7 @@ class NonPvGenerationSystem(GenerationSystem): """ def __init__(self, system_id, system_type, model_name=None, manufacturer=None, fuel_type=None, - nominal_thermal_output=None, maximum_heat_output=None, minimum_heat_output=None, source_medium=None, + nominal_heat_output=None, maximum_heat_output=None, minimum_heat_output=None, source_medium=None, supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, maximum_cooling_output=None, minimum_cooling_output=None, cooling_efficiency=None, electricity_efficiency=None, source_temperature=None, source_mass_flow=None, nominal_electricity_output=None, @@ -29,7 +29,7 @@ class NonPvGenerationSystem(GenerationSystem): super().__init__(system_id=system_id, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type, distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) self._system_type = system_type - self._nominal_thermal_output = nominal_thermal_output + self._nominal_heat_output = nominal_heat_output self._maximum_heat_output = maximum_heat_output self._minimum_heat_output = minimum_heat_output self._heat_efficiency = heat_efficiency @@ -63,12 +63,12 @@ class NonPvGenerationSystem(GenerationSystem): return self._system_type @property - def nominal_thermal_output(self): + def nominal_heat_output(self): """ - Get nominal_thermal_output of heat generation devices in kW + Get nominal heat output of heat generation devices in W :return: float """ - return self._nominal_thermal_output + return self._nominal_heat_output @property def maximum_heat_output(self): @@ -90,7 +90,7 @@ class NonPvGenerationSystem(GenerationSystem): def source_medium(self): """ Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] - :return: [string] + :return: string """ return self._source_medium @@ -113,7 +113,7 @@ class NonPvGenerationSystem(GenerationSystem): @property def nominal_cooling_output(self): """ - Get nominal_thermal_output of heat generation devices in kW + Get nominal cooling output of heat generation devices in W :return: float """ return self._nominal_cooling_output @@ -169,7 +169,7 @@ class NonPvGenerationSystem(GenerationSystem): @property def nominal_electricity_output(self): """ - Get nominal_power_output of electricity generation devices or inverters in kW + Get nominal_power_output of electricity generation devices or inverters in W :return: float """ return self._nominal_electricity_output @@ -269,7 +269,7 @@ class NonPvGenerationSystem(GenerationSystem): 'manufacturer': self.manufacturer, 'type': self.system_type, 'fuel type': self.fuel_type, - 'nominal thermal output [W]': self.nominal_thermal_output, + 'nominal heat output [W]': self.nominal_heat_output, 'maximum heat output [W]': self.maximum_heat_output, 'minimum heat output [W]': self.minimum_heat_output, 'source medium': self.source_medium, diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 15965912..61365223 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -45,7 +45,7 @@ class PvGenerationSystem(GenerationSystem): @property def nominal_electricity_output(self): """ - Get nominal_power_output of electricity generation devices or inverters in kW + Get nominal_power_output of electricity generation devices or inverters in W :return: float """ return self._nominal_electricity_output @@ -93,7 +93,7 @@ class PvGenerationSystem(GenerationSystem): @property def standard_test_condition_maximum_power(self): """ - Get standard test condition maximum power of PV panels in kW + Get standard test condition maximum power of PV panels in W :return: float """ return self._standard_test_condition_maximum_power @@ -137,12 +137,12 @@ class PvGenerationSystem(GenerationSystem): 'type': self.system_type, 'fuel type': self.fuel_type, 'electricity efficiency': self.electricity_efficiency, - 'nominal power output [kW]': self.nominal_electricity_output, + 'nominal power output [W]': self.nominal_electricity_output, 'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature, 'nominal cell temperature [Celsius]': self.nominal_cell_temperature, 'nominal radiation [W/m2]': self.nominal_radiation, 'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature, - 'standard test condition maximum power [kW]': self.standard_test_condition_maximum_power, + 'standard test condition maximum power [W]': self.standard_test_condition_maximum_power, 'cell temperature coefficient': self.cell_temperature_coefficient, 'width': self.width, 'height': self.height, diff --git a/hub/catalog_factories/data_models/energy_systems/system.py b/hub/catalog_factories/data_models/energy_systems/system.py index 962c03dd..bc162982 100644 --- a/hub/catalog_factories/data_models/energy_systems/system.py +++ b/hub/catalog_factories/data_models/energy_systems/system.py @@ -28,8 +28,8 @@ class System: self._system_id = system_id self._name = name self._demand_types = demand_types - self._distribution_systems = distribution_systems self._generation_systems = generation_systems + self._distribution_systems = distribution_systems self._configuration_schema = configuration_schema @property diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index ea78ed97..ee7873cc 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -57,7 +57,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): model_name=boiler_model_name, manufacturer=boiler_manufacturer, fuel_type=boiler_fuel_type, - nominal_thermal_output=boiler_nominal_thermal_output, + nominal_heat_output=boiler_nominal_thermal_output, maximum_heat_output=boiler_maximum_heat_output, minimum_heat_output=boiler_minimum_heat_output, heat_efficiency=boiler_heat_efficiency) @@ -89,7 +89,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): model_name=heat_pump_model_name, manufacturer=heat_pump_manufacturer, fuel_type=heat_pump_fuel_type, - nominal_thermal_output=heat_pump_nominal_thermal_output, + nominal_heat_output=heat_pump_nominal_thermal_output, maximum_heat_output=heat_pump_maximum_heat_output, minimum_heat_output=heat_pump_minimum_heat_output, source_medium=heat_pump_source_medium, diff --git a/hub/city_model_structure/energy_systems/generic_distribution_system.py b/hub/city_model_structure/energy_systems/generic_distribution_system.py index 046b8ba9..832fb589 100644 --- a/hub/city_model_structure/energy_systems/generic_distribution_system.py +++ b/hub/city_model_structure/energy_systems/generic_distribution_system.py @@ -5,17 +5,43 @@ Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ +from typing import Union, List + +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem + class GenericDistributionSystem: """ GenericDistributionSystem class """ def __init__(self): + self._model_name = None self._type = None self._supply_temperature = None self._distribution_consumption_fix_flow = None self._distribution_consumption_variable_flow = None self._heat_losses = None + self._generic_generation_systems = None + self._generic_storage_systems = None + self._generic_emission_systems = None + + @property + def model_name(self): + """ + Get model name + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set model name + :param value: string + """ + self._model_name = value @property def type(self): @@ -98,3 +124,51 @@ class GenericDistributionSystem: :param value: float """ self._heat_losses = value + + @property + def generic_generation_systems(self) -> Union[None, List[GenericGenerationSystem]]: + """ + Get generation systems connected to the distribution system + :return: [generic_generation_systems] + """ + return self._generic_generation_systems + + @generic_generation_systems.setter + def generic_generation_systems(self, value): + """ + Set generation systems connected to the distribution system + :param value: [generic_generation_systems] + """ + self._generic_generation_systems = value + + @property + def generic_storage_systems(self) -> Union[None, List[GenericStorageSystem]]: + """ + Get energy storage systems connected to this distribution system + :return: [GenericStorageSystem] + """ + return self._generic_storage_systems + + @generic_storage_systems.setter + def generic_storage_systems(self, value): + """ + Set energy storage systems connected to this distribution system + :param value: [GenericStorageSystem] + """ + self._generic_storage_systems = value + + @property + def generic_emission_systems(self) -> Union[None, List[GenericEmissionSystem]]: + """ + Get energy emission systems connected to this distribution system + :return: [GenericEmissionSystem] + """ + return self._generic_emission_systems + + @generic_emission_systems.setter + def generic_emission_systems(self, value): + """ + Set energy emission systems connected to this distribution system + :param value: [GenericEmissionSystem] + """ + self._generic_emission_systems = value diff --git a/hub/city_model_structure/energy_systems/generic_electrical_storage_system.py b/hub/city_model_structure/energy_systems/generic_electrical_storage_system.py new file mode 100644 index 00000000..0eb5419d --- /dev/null +++ b/hub/city_model_structure/energy_systems/generic_electrical_storage_system.py @@ -0,0 +1,104 @@ +""" +Generic electrical storage system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem + + +class GenericElectricalStorageSystem(GenericStorageSystem): + """" + Generic Electrical Storage System Class + """ + + def __init__(self): + + super().__init__() + self._rated_output_power = None + self._nominal_efficiency = None + self._battery_voltage = None + self._depth_of_discharge = None + self._self_discharge_rate = None + + @property + def rated_output_power(self): + """ + Get the rated output power of storage system in Watts + :return: float + """ + return self._rated_output_power + + @rated_output_power.setter + def rated_output_power(self, value): + """ + Set the rated output power of storage system in Watts + :param value: float + """ + self._rated_output_power = value + + @property + def nominal_efficiency(self): + """ + Get the nominal efficiency of the storage system + :return: float + """ + return self._nominal_efficiency + + @nominal_efficiency.setter + def nominal_efficiency(self, value): + """ + Set the nominal efficiency of the storage system + :param value: float + """ + self._nominal_efficiency = value + + @property + def battery_voltage(self): + """ + Get the battery voltage in Volts + :return: float + """ + return self._battery_voltage + + @battery_voltage.setter + def battery_voltage(self, value): + """ + Set the battery voltage in Volts + :param value: float + """ + self._battery_voltage = value + + @property + def depth_of_discharge(self): + """ + Get the depth of discharge as a percentage + :return: float + """ + return self._depth_of_discharge + + @depth_of_discharge.setter + def depth_of_discharge(self, value): + """ + Set the depth of discharge as a percentage + :param value: float + """ + self._depth_of_discharge = value + + @property + def self_discharge_rate(self): + """ + Get the self discharge rate of battery as a percentage + :return: float + """ + return self._self_discharge_rate + + @self_discharge_rate.setter + def self_discharge_rate(self, value): + """ + Set the self discharge rate of battery as a percentage + :param value: float + """ + self._self_discharge_rate = value diff --git a/hub/city_model_structure/energy_systems/generic_emission_system.py b/hub/city_model_structure/energy_systems/generic_emission_system.py index afc6b1e0..7fb25507 100644 --- a/hub/city_model_structure/energy_systems/generic_emission_system.py +++ b/hub/city_model_structure/energy_systems/generic_emission_system.py @@ -11,8 +11,42 @@ class GenericEmissionSystem: GenericEmissionSystem class """ def __init__(self): + self._model_name = None + self._type = None self._parasitic_energy_consumption = None + @property + def model_name(self): + """ + Get model name + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set model name + :param value: string + """ + self._model_name = value + + @property + def type(self): + """ + Get type + :return: string + """ + return self._type + + @type.setter + def type(self, value): + """ + Set type + :param value: string + """ + self._type = value + @property def parasitic_energy_consumption(self): """ diff --git a/hub/city_model_structure/energy_systems/generic_energy_system.py b/hub/city_model_structure/energy_systems/generic_energy_system.py index 83661fb8..b18a6a43 100644 --- a/hub/city_model_structure/energy_systems/generic_energy_system.py +++ b/hub/city_model_structure/energy_systems/generic_energy_system.py @@ -6,41 +6,22 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from typing import Union, List +from pathlib import Path from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem -from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem + class GenericEnergySystem: """ GenericEnergySystem class """ def __init__(self): - self._name = None self._demand_types = None - self._generation_system = None - self._distribution_system = None - self._emission_system = None - self._connected_city_objects = None - self._energy_storage_system = None - - - @property - def name(self): - """ - Get energy system name - :return: str - """ - return self._name - - @name.setter - def name(self, value): - """ - Set energy system name - :param value: - """ - self._name = value + self._name = None + self._generation_systems = None + self._distribution_systems = None + self._configuration_schema = None @property def demand_types(self): @@ -58,66 +39,66 @@ class GenericEnergySystem: """ self._demand_types = value + @property + def name(self): + """ + Get energy system name + :return: str + """ + return self._name + + @name.setter + def name(self, value): + """ + Set energy system name + :param value: + """ + self._name = value + @property def generation_systems(self) -> List[GenericGenerationSystem]: """ - Get generation system - :return: GenerationSystem + Get generation systems + :return: [GenerationSystem] """ - return self._generation_system + return self._generation_systems @generation_systems.setter def generation_systems(self, value): """ - Set generation system - :return: GenerationSystem + Set generation systems + :return: [GenerationSystem] """ - self._generation_system = value + self._generation_systems = value @property def distribution_systems(self) -> Union[None, List[GenericDistributionSystem]]: """ - Get distribution system - :return: DistributionSystem + Get distribution systems + :return: [DistributionSystem] """ - return self._distribution_system + return self._distribution_systems @distribution_systems.setter def distribution_systems(self, value): """ - Set distribution system - :param value: DistributionSystem + Set distribution systems + :param value: [DistributionSystem] """ - self._distribution_system = value + self._distribution_systems = value @property - def emission_systems(self) -> Union[None, List[GenericEmissionSystem]]: + def configuration_schema(self) -> Path: """ - Get emission system - :return: EmissionSystem + Get the schema of the system configuration + :return: Path """ - return self._emission_system + return self._configuration_schema - @emission_systems.setter - def emission_systems(self, value): + @configuration_schema.setter + def configuration_schema(self, value): """ - Set emission system - :param value: EmissionSystem + Set the schema of the system configuration + :param value: Path """ - self._emission_system = value - - @property - def energy_storage_systems(self) -> Union[None, List[GenericStorageSystem]]: - """ - Get storage system - :return: EnergyStorageSystem - """ - return self._energy_storage_system - - @energy_storage_systems.setter - def energy_storage_systems(self, value): - """ - Set storage system - :return: EnergyStorageSystem - """ - self._energy_storage_system = value + self._configuration_schema = value diff --git a/hub/city_model_structure/energy_systems/generic_generation_system.py b/hub/city_model_structure/energy_systems/generic_generation_system.py index 32cefdd0..0d98e9cc 100644 --- a/hub/city_model_structure/energy_systems/generic_generation_system.py +++ b/hub/city_model_structure/energy_systems/generic_generation_system.py @@ -1,58 +1,78 @@ """ -Energy System catalog heat generation system +Generic energy generation system (abstract class) SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca -Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from __future__ import annotations -from typing import Union -from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves +from abc import ABC +from typing import Union, List + +from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem -class GenericGenerationSystem: +class GenericGenerationSystem(ABC): """ GenericGenerationSystem class """ def __init__(self): - self._type = None + self._system_type = None + self._model_name = None + self._manufacturer = None self._fuel_type = None - self._source_types = None - self._heat_efficiency = None - self._cooling_efficiency = None - self._electricity_efficiency = None - self._source_temperature = None - self._source_mass_flow = None - self._storage = None - self._auxiliary_equipment = None - self._supply_medium = None - self._maximum_heat_supply_temperature = None - self._minimum_heat_supply_temperature = None - self._maximum_cooling_supply_temperature = None - self._minimum_cooling_supply_temperature = None - self._heat_output_curve = None - self._heat_fuel_consumption_curve = None - self._heat_efficiency_curve = None - self._cooling_output_curve = None - self._cooling_fuel_consumption_curve = None - self._cooling_efficiency_curve = None + self._generic_distribution_systems = None + self._generic_storage_systems = None @property - def type(self): + def system_type(self): """ - Get system type + Get type :return: string """ - return self._type + return self._system_type - @type.setter - def type(self, value): + @system_type.setter + def system_type(self, value): """ - Set system type + Set type :param value: string """ - self._type = value + self._system_type = value + + @property + def model_name(self): + """ + Get model name + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set model name + :param value: string + """ + self._model_name = value + + @property + def manufacturer(self): + """ + Get manufacturer's name + :return: string + """ + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set manufacturer's name + :param value: string + """ + self._manufacturer = value @property def fuel_type(self): @@ -71,305 +91,33 @@ class GenericGenerationSystem: self._fuel_type = value @property - def source_types(self): + def generic_distribution_systems(self) -> Union[None, List[GenericDistributionSystem]]: """ - Get source_type from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity] - :return: [string] + Get distributions systems connected to this generation system + :return: [GenericDistributionSystem] """ - return self._source_types + return self._generic_distribution_systems - @source_types.setter - def source_types(self, value): + @generic_distribution_systems.setter + def generic_distribution_systems(self, value): """ - Set source_type from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity] - :param value: [string] + Set distributions systems connected to this generation system + :param value: [GenericDistributionSystem] """ - self._source_types = value + self._generic_distribution_systems = value @property - def heat_efficiency(self): + def generic_storage_systems(self) -> Union[None, List[GenericStorageSystem]]: """ - Get heat_efficiency - :return: float + Get energy storage systems connected to this generation system + :return: [GenericStorageSystem] """ - return self._heat_efficiency + return self._generic_storage_systems - @heat_efficiency.setter - def heat_efficiency(self, value): + @generic_storage_systems.setter + def generic_storage_systems(self, value): """ - Set heat_efficiency - :param value: float + Set energy storage systems connected to this generation system + :param value: [GenericStorageSystem] """ - self._heat_efficiency = value - - @property - def cooling_efficiency(self): - """ - Get cooling_efficiency - :return: float - """ - return self._cooling_efficiency - - @cooling_efficiency.setter - def cooling_efficiency(self, value): - """ - Set cooling_efficiency - :param value: float - """ - self._cooling_efficiency = value - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._electricity_efficiency - - @electricity_efficiency.setter - def electricity_efficiency(self, value): - """ - Set electricity_efficiency - :param value: float - """ - self._electricity_efficiency = value - - @property - def source_temperature(self): - """ - Get source_temperature in degree Celsius - :return: float - """ - return self._source_temperature - - @source_temperature.setter - def source_temperature(self, value): - """ - Set source_temperature in degree Celsius - :param value: float - """ - self._source_temperature = value - - @property - def source_mass_flow(self): - """ - Get source_mass_flow in kg/s - :return: float - """ - return self._source_mass_flow - - @source_mass_flow.setter - def source_mass_flow(self, value): - """ - Set source_mass_flow in kg/s - :param value: float - """ - self._source_mass_flow = value - - @property - def storage(self): - """ - Get boolean storage exists - :return: bool - """ - return self._storage - - @storage.setter - def storage(self, value): - """ - Set boolean storage exists - :return: bool - """ - self._storage = value - - @property - def auxiliary_equipment(self) -> Union[None, GenericGenerationSystem]: - """ - Get auxiliary_equipment - :return: GenerationSystem - """ - return self._auxiliary_equipment - - @auxiliary_equipment.setter - def auxiliary_equipment(self, value): - """ - Set auxiliary_equipment - :return: GenerationSystem - """ - self._auxiliary_equipment = value - - @property - def supply_medium(self): - """ - Get the supply medium from ['air', 'water'] - :return: string - """ - return self._supply_medium - - @supply_medium.setter - def supply_medium(self, value): - """ - Set the supply medium from ['air', 'water'] - :param value: string - """ - self._supply_medium = value - - @property - def maximum_heat_supply_temperature(self): - """ - Get maximum heating supply temperature in degree Celsius - :return: float - """ - return self._maximum_heat_supply_temperature - - @maximum_heat_supply_temperature.setter - def maximum_heat_supply_temperature(self, value): - """ - Set maximum heating supply temperature in degree Celsius - :param value: float - """ - self._maximum_heat_supply_temperature = value - - @property - def minimum_heat_supply_temperature(self): - """ - Get minimum heating supply temperature in degree Celsius - :return: float - """ - return self._minimum_heat_supply_temperature - - @minimum_heat_supply_temperature.setter - def minimum_heat_supply_temperature(self, value): - """ - Set minimum heating supply temperature in degree Celsius - :param value: float - """ - self._minimum_heat_supply_temperature = value - - @property - def maximum_cooling_supply_temperature(self): - """ - Get maximum cooling supply temperature in degree Celsius - :return: float - """ - return self._maximum_cooling_supply_temperature - - @maximum_cooling_supply_temperature.setter - def maximum_cooling_supply_temperature(self, value): - """ - Set maximum cooling supply temperature in degree Celsius - :param value: float - """ - self._maximum_cooling_supply_temperature = value - - @property - def minimum_cooling_supply_temperature(self): - """ - Get minimum cooling supply temperature in degree Celsius - :return: float - """ - return self._minimum_cooling_supply_temperature - - @minimum_cooling_supply_temperature.setter - def minimum_cooling_supply_temperature(self, value): - """ - Set minimum cooling supply temperature in degree Celsius - :param value: float - """ - self._minimum_cooling_supply_temperature = value - - @property - def heat_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_output_curve - - @heat_output_curve.setter - def heat_output_curve(self, value): - """ - Set the heat output curve of the heat generation device - :return: PerformanceCurve - """ - self._heat_output_curve = value - - @property - def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_fuel_consumption_curve - - @heat_fuel_consumption_curve.setter - def heat_fuel_consumption_curve(self, value): - """ - Set the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - self._heat_fuel_consumption_curve = value - - @property - def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_efficiency_curve - - @heat_efficiency_curve.setter - def heat_efficiency_curve(self, value): - """ - Set the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - self._heat_efficiency_curve = value - - @property - def cooling_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the cooling output curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_output_curve - - @cooling_output_curve.setter - def cooling_output_curve(self, value): - """ - Set the cooling output curve of the heat generation device - :return: PerformanceCurve - """ - self._cooling_output_curve = value - - @property - def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_fuel_consumption_curve - - @cooling_fuel_consumption_curve.setter - def cooling_fuel_consumption_curve(self, value): - """ - Set the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - self._cooling_fuel_consumption_curve = value - - @property - def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_efficiency_curve - - @cooling_efficiency_curve.setter - def cooling_efficiency_curve(self, value): - """ - Set the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - self._cooling_efficiency_curve = value + self._generic_storage_systems = value diff --git a/hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py b/hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py new file mode 100644 index 00000000..8f5f8068 --- /dev/null +++ b/hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py @@ -0,0 +1,428 @@ +""" +Generic non PV energy generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from typing import Union + +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves + + +class GenericNonPvGenerationSystem(GenericGenerationSystem): + """ + GenericNonPvGenerationSystem class + """ + def __init__(self): + super().__init__() + self._nominal_heat_output = None + self._maximum_heat_output = None + self._minimum_heat_output = None + self._heat_efficiency = None + self._nominal_cooling_output = None + self._maximum_cooling_output = None + self._minimum_cooling_output = None + self._cooling_efficiency = None + self._electricity_efficiency = None + self._nominal_electricity_output = None + self._source_medium = None + self._source_temperature = None + self._source_mass_flow = None + self._supply_medium = None + self._maximum_heat_supply_temperature = None + self._minimum_heat_supply_temperature = None + self._maximum_cooling_supply_temperature = None + self._minimum_cooling_supply_temperature = None + self._heat_output_curve = None + self._heat_fuel_consumption_curve = None + self._heat_efficiency_curve = None + self._cooling_output_curve = None + self._cooling_fuel_consumption_curve = None + self._cooling_efficiency_curve = None + + @property + def nominal_heat_output(self): + """ + Get nominal heat output of heat generation devices in W + :return: float + """ + return self._nominal_heat_output + + @nominal_heat_output.setter + def nominal_heat_output(self, value): + """ + Set nominal heat output of heat generation devices in W + :param value: float + """ + self._nominal_heat_output = value + + @property + def maximum_heat_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_heat_output + + @maximum_heat_output.setter + def maximum_heat_output(self, value): + """ + Set maximum heat output of heat generation devices in W + :param value: float + """ + self._maximum_heat_output = value + + @property + def minimum_heat_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_heat_output + + @minimum_heat_output.setter + def minimum_heat_output(self, value): + """ + Set minimum heat output of heat generation devices in W + :param value: float + """ + self._minimum_heat_output = value + + @property + def source_medium(self): + """ + Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] + :return: string + """ + return self._source_medium + + @source_medium.setter + def source_medium(self, value): + """ + Set source medium from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity] + :param value: [string] + """ + self._source_medium = value + + @property + def supply_medium(self): + """ + Get the supply medium from ['air', 'water'] + :return: string + """ + return self._supply_medium + + @supply_medium.setter + def supply_medium(self, value): + """ + Set the supply medium from ['air', 'water'] + :param value: string + """ + self._supply_medium = value + + @property + def heat_efficiency(self): + """ + Get heat_efficiency + :return: float + """ + return self._heat_efficiency + + @heat_efficiency.setter + def heat_efficiency(self, value): + """ + Set heat_efficiency + :param value: float + """ + self._heat_efficiency = value + + @property + def nominal_cooling_output(self): + """ + Get nominal cooling output of heat generation devices in W + :return: float + """ + return self._nominal_cooling_output + + @nominal_cooling_output.setter + def nominal_cooling_output(self, value): + """ + Set nominal cooling output of heat generation devices in W + :param value: float + """ + self._nominal_cooling_output = value + + @property + def maximum_cooling_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_cooling_output + + @maximum_cooling_output.setter + def maximum_cooling_output(self, value): + """ + Set maximum heat output of heat generation devices in W + :param value: float + """ + self._maximum_cooling_output = value + + @property + def minimum_cooling_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_cooling_output + + @minimum_cooling_output.setter + def minimum_cooling_output(self, value): + """ + Set minimum heat output of heat generation devices in W + :param value: float + """ + self._minimum_cooling_output = value + + @property + def cooling_efficiency(self): + """ + Get cooling_efficiency + :return: float + """ + return self._cooling_efficiency + + @cooling_efficiency.setter + def cooling_efficiency(self, value): + """ + Set cooling_efficiency + :param value: float + """ + self._cooling_efficiency = value + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + + @electricity_efficiency.setter + def electricity_efficiency(self, value): + """ + Set electricity_efficiency + :param value: float + """ + self._electricity_efficiency = value + + @property + def source_temperature(self): + """ + Get source_temperature in degree Celsius + :return: float + """ + return self._source_temperature + + @source_temperature.setter + def source_temperature(self, value): + """ + Set source_temperature in degree Celsius + :param value: float + """ + self._source_temperature = value + + @property + def source_mass_flow(self): + """ + Get source_mass_flow in kg/s + :return: float + """ + return self._source_mass_flow + + @source_mass_flow.setter + def source_mass_flow(self, value): + """ + Set source_mass_flow in kg/s + :param value: float + """ + self._source_mass_flow = value + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :return: float + """ + return self._nominal_electricity_output + + @nominal_electricity_output.setter + def nominal_electricity_output(self, value): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :param value: float + """ + self._nominal_electricity_output = value + + @property + def maximum_heat_supply_temperature(self): + """ + Get the maximum heat supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @maximum_heat_supply_temperature.setter + def maximum_heat_supply_temperature(self, value): + """ + Set maximum heating supply temperature in degree Celsius + :param value: float + """ + self._maximum_heat_supply_temperature = value + + @property + def minimum_heat_supply_temperature(self): + """ + Get the minimum heat supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @minimum_heat_supply_temperature.setter + def minimum_heat_supply_temperature(self, value): + """ + Set minimum heating supply temperature in degree Celsius + :param value: float + """ + self._minimum_heat_supply_temperature = value + + @property + def maximum_cooling_supply_temperature(self): + """ + Get the maximum cooling supply temperature in degree Celsius + :return: float + """ + return self._maximum_cooling_supply_temperature + + @maximum_cooling_supply_temperature.setter + def maximum_cooling_supply_temperature(self, value): + """ + Set maximum cooling supply temperature in degree Celsius + :param value: float + """ + self._maximum_cooling_supply_temperature = value + + @property + def minimum_cooling_supply_temperature(self): + """ + Get the minimum cooling supply temperature in degree Celsius + :return: float + """ + return self._minimum_cooling_supply_temperature + + @minimum_cooling_supply_temperature.setter + def minimum_cooling_supply_temperature(self, value): + """ + Set minimum cooling supply temperature in degree Celsius + :param value: float + """ + self._minimum_cooling_supply_temperature = value + + @property + def heat_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_output_curve + + @heat_output_curve.setter + def heat_output_curve(self, value): + """ + Set the heat output curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_output_curve = value + + @property + def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_fuel_consumption_curve + + @heat_fuel_consumption_curve.setter + def heat_fuel_consumption_curve(self, value): + """ + Set the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_fuel_consumption_curve = value + + @property + def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_efficiency_curve + + @heat_efficiency_curve.setter + def heat_efficiency_curve(self, value): + """ + Set the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_efficiency_curve = value + + @property + def cooling_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_output_curve + + @cooling_output_curve.setter + def cooling_output_curve(self, value): + """ + Set the cooling output curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_output_curve = value + + @property + def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_fuel_consumption_curve + + @cooling_fuel_consumption_curve.setter + def cooling_fuel_consumption_curve(self, value): + """ + Set the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_fuel_consumption_curve = value + + @property + def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_efficiency_curve + + @cooling_efficiency_curve.setter + def cooling_efficiency_curve(self, value): + """ + Set the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_efficiency_curve = value diff --git a/hub/city_model_structure/energy_systems/generic_pv_generation_system.py b/hub/city_model_structure/energy_systems/generic_pv_generation_system.py new file mode 100644 index 00000000..280f021d --- /dev/null +++ b/hub/city_model_structure/energy_systems/generic_pv_generation_system.py @@ -0,0 +1,187 @@ +""" +Generic PV energy generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem + + +class GenericPvGenerationSystem(GenericGenerationSystem): + """ + GenericPvGenerationSystem class + """ + def __init__(self): + super().__init__() + self._electricity_efficiency = None + self._nominal_electricity_output = None + self._nominal_ambient_temperature = None + self._nominal_cell_temperature = None + self._nominal_radiation = None + self._standard_test_condition_cell_temperature = None + self._standard_test_condition_maximum_power = None + self._cell_temperature_coefficient = None + self._width = None + self._height = None + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :return: float + """ + return self._nominal_electricity_output + + @nominal_electricity_output.setter + def nominal_electricity_output(self, value): + """ + Set nominal_power_output of electricity generation devices or inverters in W + :param value: float + """ + self._nominal_electricity_output = value + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + + @electricity_efficiency.setter + def electricity_efficiency(self, value): + """ + Set electricity_efficiency + :param value: float + """ + self._electricity_efficiency = value + + @property + def nominal_ambient_temperature(self): + """ + Get nominal ambient temperature of PV panels in degree Celsius + :return: float + """ + return self._nominal_ambient_temperature + + @nominal_ambient_temperature.setter + def nominal_ambient_temperature(self, value): + """ + Set nominal ambient temperature of PV panels in degree Celsius + :param value: float + """ + self._nominal_ambient_temperature = value + + @property + def nominal_cell_temperature(self): + """ + Get nominal cell temperature of PV panels in degree Celsius + :return: float + """ + return self._nominal_cell_temperature + + @nominal_cell_temperature.setter + def nominal_cell_temperature(self, value): + """ + Set nominal cell temperature of PV panels in degree Celsius + :param value: float + """ + self._nominal_cell_temperature = value + + @property + def nominal_radiation(self): + """ + Get nominal radiation of PV panels + :return: float + """ + return self._nominal_radiation + + @nominal_radiation.setter + def nominal_radiation(self, value): + """ + Set nominal radiation of PV panels + :param value: float + """ + self._nominal_radiation = value + + @property + def standard_test_condition_cell_temperature(self): + """ + Get standard test condition cell temperature of PV panels in degree Celsius + :return: float + """ + return self._standard_test_condition_cell_temperature + + @standard_test_condition_cell_temperature.setter + def standard_test_condition_cell_temperature(self, value): + """ + Set standard test condition cell temperature of PV panels in degree Celsius + :param value: float + """ + self._standard_test_condition_cell_temperature = value + + @property + def standard_test_condition_maximum_power(self): + """ + Get standard test condition maximum power of PV panels in W + :return: float + """ + return self._standard_test_condition_maximum_power + + @standard_test_condition_maximum_power.setter + def standard_test_condition_maximum_power(self, value): + """ + Set standard test condition maximum power of PV panels in W + :param value: float + """ + self._standard_test_condition_maximum_power = value + + @property + def cell_temperature_coefficient(self): + """ + Get cell temperature coefficient of PV module + :return: float + """ + return self._cell_temperature_coefficient + + @cell_temperature_coefficient.setter + def cell_temperature_coefficient(self, value): + """ + Set cell temperature coefficient of PV module + :param value: float + """ + self._cell_temperature_coefficient = value + + @property + def width(self): + """ + Get PV module width in m + :return: float + """ + return self._width + + @width.setter + def width(self, value): + """ + Set PV module width in m + :param value: float + """ + self._width = value + + @property + def height(self): + """ + Get PV module height in m + :return: float + """ + return self._height + + @height.setter + def height(self, value): + """ + Set PV module height in m + :param value: float + """ + self._height = value diff --git a/hub/city_model_structure/energy_systems/generic_storage_system.py b/hub/city_model_structure/energy_systems/generic_storage_system.py index 3cd46ca9..6e4771c9 100644 --- a/hub/city_model_structure/energy_systems/generic_storage_system.py +++ b/hub/city_model_structure/energy_systems/generic_storage_system.py @@ -7,21 +7,41 @@ Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concord """ from __future__ import annotations +from abc import ABC -class GenericStorageSystem: +class GenericStorageSystem(ABC): """ Generic storage System class """ def __init__(self): + self._type_energy_stored = None self._storage_type = None + self._model_name = None + self._manufacturer = None self._nominal_capacity = None self._losses_ratio = None + @property + def type_energy_stored(self): + """ + Get type of energy stored from ['electrical', 'thermal'] + :return: string + """ + return self._type_energy_stored + + @type_energy_stored.setter + def type_energy_stored(self, value): + """ + Set type of energy stored from ['electrical', 'thermal'] + :return: string + """ + self._type_energy_stored = value + @property def storage_type(self): """ - Get the type of storage system from [sensible, latent, lithium_ion, NiCd, lead_acid] + Get storage type :return: string """ return self._storage_type @@ -29,11 +49,43 @@ class GenericStorageSystem: @storage_type.setter def storage_type(self, value): """ - Set the type of storage system from [sensible, latent, lithium_ion, NiCd, lead_acid] - :return: string + Get storage type + :param value: string """ self._storage_type = value + @property + def model_name(self): + """ + Get system model + :return: string + """ + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set system model + :param value: string + """ + self._model_name = value + + @property + def manufacturer(self): + """ + Get name of manufacturer + :return: string + """ + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set name of manufacturer + :param value: string + """ + self._manufacturer = value + @property def nominal_capacity(self): """ diff --git a/hub/city_model_structure/energy_systems/generic_thermal_storage_system.py b/hub/city_model_structure/energy_systems/generic_thermal_storage_system.py new file mode 100644 index 00000000..c0cfadd9 --- /dev/null +++ b/hub/city_model_structure/energy_systems/generic_thermal_storage_system.py @@ -0,0 +1,88 @@ +""" +Generic thermal storage system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem +from hub.city_model_structure.building_demand.layer import Layer + + +class GenericThermalStorageSystem(GenericStorageSystem): + """" + Generic Thermal Storage System Class + """ + + def __init__(self): + + super().__init__() + self._volume = None + self._height = None + self._layers = None + self._maximum_operating_temperature = None + + @property + def volume(self): + """ + Get the physical volume of the storage system in cubic meters + :return: float + """ + return self._volume + + @volume.setter + def volume(self, value): + """ + Set the physical volume of the storage system in cubic meters + :param value: float + """ + self._volume = value + + @property + def height(self): + """ + Get the diameter of the storage system in meters + :return: float + """ + return self._height + + @height.setter + def height(self, value): + """ + Set the diameter of the storage system in meters + :param value: float + """ + self._height = value + + @property + def layers(self) -> [Layer]: + """ + Get construction layers + :return: [layer] + """ + return self._layers + + @layers.setter + def layers(self, value): + """ + Set construction layers + :param value: [layer] + """ + self._layers = value + + @property + def maximum_operating_temperature(self): + """ + Get maximum operating temperature of the storage system in degree Celsius + :return: float + """ + return self._maximum_operating_temperature + + @maximum_operating_temperature.setter + def maximum_operating_temperature(self, value): + """ + Set maximum operating temperature of the storage system in degree Celsius + :param value: float + """ + self._maximum_operating_temperature = value From 1a7ad201351b814a501f8b41022ce47a78a606b3 Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Thu, 12 Oct 2023 11:59:52 -0400 Subject: [PATCH 080/101] new catalog model and factory finished and test passed --- .../energy_systems/distribution_system.py | 6 +- .../energy_systems/montreal_custom_catalog.py | 43 ++++--- .../montreal_custom_systems.xml | 111 +++++++++++------- tests/test_systems_catalog.py | 2 +- 4 files changed, 94 insertions(+), 68 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index 8654b533..1b3ad2e2 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -6,12 +6,14 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from typing import Union, List +from typing import Union, List, TypeVar -from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem +#from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem +GenerationSystem = TypeVar('GenerationSystem') + class DistributionSystem: """ diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 3b31cd81..9b984fdd 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -31,8 +31,8 @@ class MontrealCustomCatalog(Catalog): 'demand', 'system_id')) self._catalog_generation_equipments = self._load_generation_equipments() - self._catalog_distribution_equipments = self._load_distribution_equipments() self._catalog_emission_equipments = self._load_emission_equipments() + self._catalog_distribution_equipments = self._load_distribution_equipments() self._catalog_systems = self._load_systems() self._catalog_archetypes = self._load_archetypes() # store the full catalog data model in self._content @@ -59,10 +59,20 @@ class MontrealCustomCatalog(Catalog): electricity_efficiency = None if 'electrical_efficiency' in equipment: electricity_efficiency = float(equipment['electrical_efficiency']) + + storage_systems = None + storage = literal_eval(equipment['storage'].capitalize()) + if storage: + if equipment_type == 'electricity generator': + storage_system = ElectricalStorageSystem(equipment_id) + else: + storage_system = ThermalStorageSystem(equipment_id) + storage_systems = [storage_system] if model_name == 'PV system': generation_system = PvGenerationSystem(equipment_id, model_name=model_name, electricity_efficiency=electricity_efficiency, + energy_storage_systems=storage_systems ) else: generation_system = NonPvGenerationSystem(equipment_id, @@ -72,14 +82,8 @@ class MontrealCustomCatalog(Catalog): heat_efficiency=heating_efficiency, cooling_efficiency=cooling_efficiency, electricity_efficiency=electricity_efficiency, - ) - storage = literal_eval(equipment['storage'].capitalize()) - if storage: - if equipment_type == 'electricity generator': - storage_system = ElectricalStorageSystem(equipment_id) - else: - storage_system = ThermalStorageSystem(equipment_id) - generation_system.energy_storage_systems = [storage_system] + energy_storage_systems=storage_systems + ) _equipments.append(generation_system) return _equipments @@ -102,12 +106,19 @@ class MontrealCustomCatalog(Catalog): distribution_consumption_variable_flow = float( equipment['distribution_consumption_variable_flow']['#text']) / 100 + emission_equipment = equipment['dissipation_id'] + _emission_equipments = None + for equipment_archetype in self._catalog_emission_equipments: + if int(equipment_archetype.id) == int(emission_equipment): + _emission_equipments = [equipment_archetype] + distribution_system = DistributionSystem(equipment_id, model_name=model_name, system_type=equipment_type, distribution_consumption_fix_flow=distribution_consumption_fix_flow, distribution_consumption_variable_flow=distribution_consumption_variable_flow, - heat_losses=distribution_heat_losses) + heat_losses=distribution_heat_losses, + emission_systems=_emission_equipments) _equipments.append(distribution_system) return _equipments @@ -148,18 +159,6 @@ class MontrealCustomCatalog(Catalog): for equipment_archetype in self._catalog_distribution_equipments: if int(equipment_archetype.id) == int(distribution_equipment): _distribution_equipments = [equipment_archetype] - emission_equipment = system['equipments']['dissipation_id'] - _emission_equipments = None - for equipment_archetype in self._catalog_emission_equipments: - if int(equipment_archetype.id) == int(emission_equipment): - _emission_equipments = [equipment_archetype] - - - - - - - _catalog_systems.append(System(system_id, demands, diff --git a/hub/data/energy_systems/montreal_custom_systems.xml b/hub/data/energy_systems/montreal_custom_systems.xml index d3a7591d..f3b0466f 100644 --- a/hub/data/energy_systems/montreal_custom_systems.xml +++ b/hub/data/energy_systems/montreal_custom_systems.xml @@ -38,53 +38,96 @@ - + Water distribution heating 10 2 0 + 1 - + + Water distribution heating + 10 + 2 + 0 + 2 + + + Water distribution heating + 10 + 2 + 0 + 3 + + Water distribution cooling 5 4 0 + 2 - + Central air distribution heating 10 0 13 + 2 - + + Central air distribution heating + 10 + 0 + 13 + 3 + + Central air distribution cooling 5 0 13 + 2 - + Local air distribution heating 5 8 0 + 1 - + + Local air distribution heating + 5 + 8 + 0 + 3 + + Local air distribution cooling 2 8 0 + 3 - + Refrigerant distribution 1 1 0 + 2 - + No distribution 0 0 0 + 1 + + + No distribution + 0 + 0 + 0 + 3 @@ -111,7 +154,6 @@ 1 1 - 1 @@ -122,8 +164,7 @@ 2 - 8 - 1 + 12 @@ -134,8 +175,7 @@ 1 - 1 - 2 + 2 @@ -146,8 +186,7 @@ 2 - 1 - 2 + 2 @@ -158,9 +197,8 @@ 3 - 5 - 1 - + 8 +g Single zone packaged rooftop unit with electrical resistance furnace and baseboards and fuel boiler for acs @@ -170,8 +208,7 @@ 4 - 5 - 1 + 8 @@ -183,7 +220,6 @@ 1 1 - 1 @@ -194,8 +230,7 @@ 2 - 8 - 3 + 13 @@ -206,8 +241,7 @@ 2 - 1 - 3 + 3 @@ -218,8 +252,7 @@ 2 - 8 - 3 + 13 @@ -229,8 +262,7 @@ 5 - 6 - 3 + 10 @@ -240,8 +272,7 @@ 5 - 2 - 2 + 4 @@ -251,8 +282,7 @@ 5 - 6 - 3 + 10 @@ -262,8 +292,7 @@ 5 - 6 - 3 + 10 @@ -273,8 +302,7 @@ 5 - 3 - 3 + 6 @@ -284,8 +312,7 @@ 6 - 5 - 3 + 9 @@ -296,8 +323,7 @@ 7 - 3 - 2 + 5 @@ -307,8 +333,7 @@ 7 - 4 - 2 + 7 diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 563e1b7d..01da9114 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -22,7 +22,7 @@ class TestSystemsCatalog(TestCase): generation_equipments = catalog.names('generation_equipments') self.assertEqual(7, len(generation_equipments['generation_equipments'])) distribution_equipments = catalog.names('distribution_equipments') - self.assertEqual(8, len(distribution_equipments['distribution_equipments'])) + self.assertEqual(13, len(distribution_equipments['distribution_equipments'])) with self.assertRaises(ValueError): catalog.names('unknown') From d94bce4174d5a077945e1fb811f22e93cc4051fe Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 13 Oct 2023 08:23:40 -0400 Subject: [PATCH 081/101] half made changes in central data model for systems --- .../energy_systems/distribution_system.py | 1 - .../energy_systems/pv_generation_system.py | 2 +- .../energy_systems/energy_storage_system.py | 65 +++++ .../energy_systems/energy_system.py | 80 +----- .../energy_systems/generation_system.py | 211 +++----------- .../generic_distribution_system.py | 5 +- .../energy_systems/generic_storage_system.py | 1 - .../energy_systems/heat_pump.py | 64 ----- .../energy_systems/hvac_terminal_unit.py | 32 --- .../non_pv_generation_system.py | 263 ++++++++++++++++++ .../energy_systems/pv_generation_system.py | 114 ++++++++ .../energy_systems/thermal_storage_system.py | 7 +- hub/helpers/constants.py | 1 + ..._system_to_hub_energy_generation_system.py | 31 +++ hub/helpers/dictionaries.py | 8 + ...ontreal_custom_energy_system_parameters.py | 86 ++++-- 16 files changed, 595 insertions(+), 376 deletions(-) create mode 100644 hub/city_model_structure/energy_systems/energy_storage_system.py delete mode 100644 hub/city_model_structure/energy_systems/heat_pump.py delete mode 100644 hub/city_model_structure/energy_systems/hvac_terminal_unit.py create mode 100644 hub/city_model_structure/energy_systems/non_pv_generation_system.py create mode 100644 hub/city_model_structure/energy_systems/pv_generation_system.py create mode 100644 hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py diff --git a/hub/catalog_factories/data_models/energy_systems/distribution_system.py b/hub/catalog_factories/data_models/energy_systems/distribution_system.py index 1b3ad2e2..53e3168d 100644 --- a/hub/catalog_factories/data_models/energy_systems/distribution_system.py +++ b/hub/catalog_factories/data_models/energy_systems/distribution_system.py @@ -8,7 +8,6 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from typing import Union, List, TypeVar -#from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 61365223..5aa272b7 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -22,7 +22,7 @@ class PvGenerationSystem(GenerationSystem): super().__init__(system_id=system_id, model_name=model_name, manufacturer=manufacturer, fuel_type='renewable', distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) - self._system_type = 'PV' + self._system_type = 'PV system' self._electricity_efficiency = electricity_efficiency self._nominal_electricity_output = nominal_electricity_output self._nominal_ambient_temperature = nominal_ambient_temperature diff --git a/hub/city_model_structure/energy_systems/energy_storage_system.py b/hub/city_model_structure/energy_systems/energy_storage_system.py new file mode 100644 index 00000000..8841db9d --- /dev/null +++ b/hub/city_model_structure/energy_systems/energy_storage_system.py @@ -0,0 +1,65 @@ +""" +Energy storage system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +""" + +from abc import ABC + + +class EnergyStorageSystem(ABC): + """ + Energy storage System class + """ + def __init__(self, generic_storage_system): + self._generic_storage_system = generic_storage_system + + @property + def type_energy_stored(self): + """ + Get type of energy stored from ['electrical', 'thermal'] + :return: string + """ + return self._generic_storage_system.type_energy_stored + + @property + def storage_type(self): + """ + Get storage type + :return: string + """ + return self._generic_storage_system.storage_type + + @property + def model_name(self): + """ + Get system model + :return: string + """ + return self._generic_storage_system.model_name + + @property + def manufacturer(self): + """ + Get name of manufacturer + :return: string + """ + return self._generic_storage_system.manufacturer + + @property + def nominal_capacity(self): + """ + Get the nominal capacity of storage systems in Jules + :return: float + """ + return self._generic_storage_system.nominal_capacity + + @property + def losses_ratio(self): + """ + Get the losses-ratio of storage system in Jules lost / Jules stored + :return: float + """ + return self._generic_storage_system.losses_ratio diff --git a/hub/city_model_structure/energy_systems/energy_system.py b/hub/city_model_structure/energy_systems/energy_system.py index 01d683ba..0f5693ad 100644 --- a/hub/city_model_structure/energy_systems/energy_system.py +++ b/hub/city_model_structure/energy_systems/energy_system.py @@ -9,10 +9,7 @@ from typing import Union, List from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem -from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.city_model_structure.energy_systems.control_system import ControlSystem -from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem -from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem from hub.city_model_structure.city_object import CityObject @@ -20,15 +17,12 @@ class EnergySystem: """ EnergySystem class """ - def __init__(self): - self._name = None - self._demand_types = None + def __init__(self, generic_energy_system): + self._generic_energy_system = generic_energy_system self._generation_systems = None self._distribution_systems = None - self._emission_systems = None self._connected_city_objects = None self._control_system = None - self._energy_storage_systems = None @property def name(self): @@ -36,15 +30,7 @@ class EnergySystem: Get energy system name :return: str """ - return self._name - - @name.setter - def name(self, value): - """ - Set energy system name - :param value: - """ - self._name = value + return self._generic_energy_system.name @property def demand_types(self): @@ -52,69 +38,45 @@ class EnergySystem: Get demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity] :return: [string] """ - return self._demand_types - - @demand_types.setter - def demand_types(self, value): - """ - Set demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity] - :param value: [string] - """ - self._demand_types = value + return self._generic_energy_system.demand_types @property def generation_systems(self) -> List[GenerationSystem]: """ Get generation systems - :return: GenerationSystem + :return: [GenerationSystem] """ return self._generation_systems @generation_systems.setter def generation_systems(self, value): """ - Set generation system - :param value: GenerationSystem + Set generation systems + :param value: [GenerationSystem] """ self._generation_systems = value @property def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ - Get distribution system - :return: DistributionSystem + Get distribution systems + :return: [DistributionSystem] """ return self._distribution_systems @distribution_systems.setter def distribution_systems(self, value): """ - Set distribution system - :param value: DistributionSystem + Set distribution systems + :param value: [DistributionSystem] """ self._distribution_systems = value - @property - def emission_systems(self) -> Union[None, List[EmissionSystem]]: - """ - Get emission system - :return: EmissionSystem - """ - return self._emission_systems - - @emission_systems.setter - def emission_systems(self, value): - """ - Set emission system - :param value: EmissionSystem - """ - self._emission_systems = value - @property def connected_city_objects(self) -> Union[None, List[CityObject]]: """ Get list of city objects that are connected to this energy system - :return: List[CityObject] + :return: [CityObject] """ return self._connected_city_objects @@ -122,7 +84,7 @@ class EnergySystem: def connected_city_objects(self, value): """ Set list of city objects that are connected to this energy system - :param value: List[CityObject] + :param value: [CityObject] """ self._connected_city_objects = value @@ -141,19 +103,3 @@ class EnergySystem: :param value: ControlSystem """ self._control_system = value - - @property - def energy_storage_systems(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]: - """ - Get energy storage systems - :return: [EnergyStorageSystem] - """ - return self._energy_storage_systems - - @energy_storage_systems.setter - def energy_storage_systems(self, value): - """ - Set storage system - :param value: [EnergyStorageSystem] - """ - self._energy_storage_systems = value diff --git a/hub/city_model_structure/energy_systems/generation_system.py b/hub/city_model_structure/energy_systems/generation_system.py index 5d64f303..1a082bb3 100644 --- a/hub/city_model_structure/energy_systems/generation_system.py +++ b/hub/city_model_structure/energy_systems/generation_system.py @@ -6,125 +6,29 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from __future__ import annotations -from typing import Union +from abc import ABC +from typing import Union, List -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem +from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem -class GenerationSystem: +class GenerationSystem(ABC): """ GenerationSystem class """ - def __init__(self): - self._heat_power = None - self._cooling_power = None - self._electricity_power = None - self._storage_capacity = None - self._generic_generation_system = None - self._auxiliary_equipment = None - self._model_name = None - self._manufacturer = None - self._maximum_heat_output = None - self._minimum_heat_output = None - self._maximum_cooling_output = None - self._minimum_cooling_output = None - + def __init__(self, generic_generation_system): + self._generic_generation_system = generic_generation_system + self._distribution_systems = None + self._storage_systems = None @property - def generic_generation_system(self) -> GenericGenerationSystem: + def system_type(self): """ - Get associated generic_generation_system - :return: GenericGenerationSystem + Get type + :return: string """ - return self._generic_generation_system - - @generic_generation_system.setter - def generic_generation_system(self, value): - """ - Set associated generic_generation_system - :param value: GenericGenerationSystem - """ - self._generic_generation_system = value - - @property - def heat_power(self): - """ - Get heat_power in W - :return: float - """ - return self._heat_power - - @heat_power.setter - def heat_power(self, value): - """ - Set heat_power in W - :param value: float - """ - self._heat_power = value - - @property - def cooling_power(self): - """ - Get cooling_power in W - :return: float - """ - return self._cooling_power - - @cooling_power.setter - def cooling_power(self, value): - """ - Set cooling_power in W - :param value: float - """ - self._cooling_power = value - - @property - def electricity_power(self): - """ - Get electricity_power in W - :return: float - """ - return self._electricity_power - - @electricity_power.setter - def electricity_power(self, value): - """ - Set electricity_power in W - :param value: float - """ - self._electricity_power = value - - @property - def storage_capacity(self): - """ - Get storage_capacity in J - :return: float - """ - return self._storage_capacity - - @storage_capacity.setter - def storage_capacity(self, value): - """ - Set storage_capacity in J - :param value: float - """ - self._storage_capacity = value - - @property - def auxiliary_equipment(self) -> Union[None, GenerationSystem]: - """ - Get auxiliary_equipment - :return: GenerationSystem - """ - return self._auxiliary_equipment - - @auxiliary_equipment.setter - def auxiliary_equipment(self, value): - """ - Set auxiliary_equipment - :param value: GenerationSystem - """ - self._auxiliary_equipment = value + return self._generic_generation_system.system_type @property def model_name(self): @@ -132,15 +36,7 @@ class GenerationSystem: Get the model name :return: string """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set the model name - :return: string - """ - self._model_name = value + return self._generic_generation_system.model_name @property def manufacturer(self): @@ -148,77 +44,44 @@ class GenerationSystem: Get the manufacturer name :return: string """ - return self._manufacturer + return self._generic_generation_system.manufacturer - @manufacturer.setter - def manufacturer(self, value): + @property + def fuel_type(self): """ - Set the manufacturer name + Get fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal] :return: string """ - self._manufacturer = value + return self._generic_generation_system.fuel_type @property - def maximum_heat_output(self): + def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ - Get maximum heat output in W - :return: float + Get distributions systems connected to this generation system + :return: [GenericDistributionSystem] """ - return self._maximum_heat_output + return self._distribution_systems - @maximum_heat_output.setter - def maximum_heat_output(self, value): + @distribution_systems.setter + def distribution_systems(self, value): """ - Set maximum heat output in W - :return: float + Set distributions systems connected to this generation system + :param value: [DistributionSystem] """ - self._maximum_heat_output = value + self._distribution_systems = value @property - def minimum_heat_output(self): + def storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: """ - Get minimum heat output in W - :return: float + Get energy storage systems connected to this generation system + :return: [EnergyStorageSystem] """ - return self._minimum_heat_output + return self._storage_systems - @minimum_heat_output.setter - def minimum_heat_output(self, value): + @storage_systems.setter + def storage_systems(self, value): """ - Set minimum heat output in W - :return: float + Set energy storage systems connected to this generation system + :param value: [EnergyStorageSystem] """ - self._minimum_heat_output = value - - @property - def maximum_cooling_output(self): - """ - Get maximum cooling output in W - :return: float - """ - return self._maximum_cooling_output - - @maximum_cooling_output.setter - def maximum_cooling_output(self, value): - """ - Set maximum cooling output in W - :return: float - """ - self._maximum_cooling_output = value - - @property - def minimum_cooling_output(self): - """ - Get minimum cooling output in W - :return: float - """ - return self._minimum_cooling_output - - @minimum_cooling_output.setter - def minimum_cooling_output(self, value): - """ - Set minimum cooling output in W - :return: float - """ - self._minimum_cooling_output = value - + self._storage_systems = value diff --git a/hub/city_model_structure/energy_systems/generic_distribution_system.py b/hub/city_model_structure/energy_systems/generic_distribution_system.py index 832fb589..887fcf77 100644 --- a/hub/city_model_structure/energy_systems/generic_distribution_system.py +++ b/hub/city_model_structure/energy_systems/generic_distribution_system.py @@ -5,12 +5,13 @@ Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from typing import Union, List +from typing import Union, List, TypeVar -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem +GenericGenerationSystem = TypeVar('GenericGenerationSystem') + class GenericDistributionSystem: """ diff --git a/hub/city_model_structure/energy_systems/generic_storage_system.py b/hub/city_model_structure/energy_systems/generic_storage_system.py index 6e4771c9..1bc4efd1 100644 --- a/hub/city_model_structure/energy_systems/generic_storage_system.py +++ b/hub/city_model_structure/energy_systems/generic_storage_system.py @@ -6,7 +6,6 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from __future__ import annotations from abc import ABC diff --git a/hub/city_model_structure/energy_systems/heat_pump.py b/hub/city_model_structure/energy_systems/heat_pump.py deleted file mode 100644 index 067147fe..00000000 --- a/hub/city_model_structure/energy_systems/heat_pump.py +++ /dev/null @@ -1,64 +0,0 @@ -""" -heat_pump module defines a heat pump -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2022 Concordia CERC group -Project Coder Peter Yefi peteryefi@gmail.com -""" -from typing import List -from pandas.core.series import Series - - -class HeatPump: - """ - HeatPump class - """ - - def __init__(self): - self._model = None - self._hp_monthly_fossil_consumption = None - self._hp_monthly_electricity_demand = None - - @property - def model(self) -> str: - """ - Get model name - :return: str - """ - return self._model - - @model.setter - def model(self, value): - """ - Set model (name, indicated in capacity) - :param value: str - """ - if self._model is None: - self._model = value - - @property - def hp_monthly_fossil_consumption(self) -> List: - """ - Fossil fuel consumption that results from insel simulation - ":return: [] - :return: - """ - return self._hp_monthly_fossil_consumption - - @hp_monthly_fossil_consumption.setter - def hp_monthly_fossil_consumption(self, value): - if isinstance(value, Series): - self._hp_monthly_fossil_consumption = value - - @property - def hp_monthly_electricity_demand(self) -> List: - """ - Electricity demand that results from insel simulation - ":return: [] - :return: - """ - return self._hp_monthly_electricity_demand - - @hp_monthly_electricity_demand.setter - def hp_monthly_electricity_demand(self, value): - if isinstance(value, Series): - self._hp_monthly_electricity_demand = value diff --git a/hub/city_model_structure/energy_systems/hvac_terminal_unit.py b/hub/city_model_structure/energy_systems/hvac_terminal_unit.py deleted file mode 100644 index 6bb22ef7..00000000 --- a/hub/city_model_structure/energy_systems/hvac_terminal_unit.py +++ /dev/null @@ -1,32 +0,0 @@ -""" -HvacTerminalUnit module -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2022 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" -from typing import Union - - -class HvacTerminalUnit: - """ - HvacTerminalUnit class - """ - def __init__(self): - self._type = None - - @property - def type(self) -> Union[None, str]: - """ - Get type of hvac terminal unit defined for a thermal zone - :return: None or str - """ - return self._type - - @type.setter - def type(self, value): - """ - Set type of hvac terminal unit defined for a thermal zone - :param value: str - """ - if value is not None: - self._type = str(value) diff --git a/hub/city_model_structure/energy_systems/non_pv_generation_system.py b/hub/city_model_structure/energy_systems/non_pv_generation_system.py new file mode 100644 index 00000000..7f1bdf90 --- /dev/null +++ b/hub/city_model_structure/energy_systems/non_pv_generation_system.py @@ -0,0 +1,263 @@ +""" +Non PV generation system definition +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +from typing import Union + +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves + + +class NonPvGenerationSystem(GenericGenerationSystem): + """ + NonPvGenerationSystem class + """ + def __init__(self, non_pv_generation_system): + super().__init__() + self._non_pv_generation_system = non_pv_generation_system + self._heat_power = None + self._cooling_power = None + self._electricity_power = None + + @property + def heat_power(self): + """ + Get heat_power in W + :return: float + """ + return self._heat_power + + @heat_power.setter + def heat_power(self, value): + """ + Set heat_power in W + :param value: float + """ + self._heat_power = value + + @property + def cooling_power(self): + """ + Get cooling_power in W + :return: float + """ + return self._cooling_power + + @cooling_power.setter + def cooling_power(self, value): + """ + Set cooling_power in W + :param value: float + """ + self._cooling_power = value + + @property + def electricity_power(self): + """ + Get electricity_power in W + :return: float + """ + return self._electricity_power + + @electricity_power.setter + def electricity_power(self, value): + """ + Set electricity_power in W + :param value: float + """ + self._electricity_power = value + + @property + def nominal_heat_output(self): + """ + Get nominal heat output of heat generation devices in W + :return: float + """ + return self._non_pv_generation_system.nominal_heat_output + + @property + def maximum_heat_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._non_pv_generation_system.maximum_heat_output + + @property + def minimum_heat_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._non_pv_generation_system.minimum_heat_output + + @property + def source_medium(self): + """ + Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] + :return: string + """ + return self._non_pv_generation_system.source_medium + + @property + def supply_medium(self): + """ + Get the supply medium from ['air', 'water'] + :return: string + """ + return self._non_pv_generation_system.supply_medium + + @property + def heat_efficiency(self): + """ + Get heat_efficiency + :return: float + """ + return self._non_pv_generation_system.heat_efficiency + + @property + def nominal_cooling_output(self): + """ + Get nominal cooling output of heat generation devices in W + :return: float + """ + return self._non_pv_generation_system.nominal_cooling_output + + @property + def maximum_cooling_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._non_pv_generation_system.maximum_cooling_output + + @property + def minimum_cooling_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._non_pv_generation_system.minimum_cooling_output + + @property + def cooling_efficiency(self): + """ + Get cooling_efficiency + :return: float + """ + return self._non_pv_generation_system.cooling_efficiency + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._non_pv_generation_system.electricity_efficiency + + @property + def source_temperature(self): + """ + Get source_temperature in degree Celsius + :return: float + """ + return self._non_pv_generation_system.source_temperature + + @property + def source_mass_flow(self): + """ + Get source_mass_flow in kg/s + :return: float + """ + return self._non_pv_generation_system.source_mass_flow + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :return: float + """ + return self._non_pv_generation_system.nominal_electricity_output + + @property + def maximum_heat_supply_temperature(self): + """ + Get the maximum heat supply temperature in degree Celsius + :return: float + """ + return self._non_pv_generation_system.maximum_heat_supply_temperature + + @property + def minimum_heat_supply_temperature(self): + """ + Get the minimum heat supply temperature in degree Celsius + :return: float + """ + return self._non_pv_generation_system.minimum_heat_supply_temperature + + @property + def maximum_cooling_supply_temperature(self): + """ + Get the maximum cooling supply temperature in degree Celsius + :return: float + """ + return self._non_pv_generation_system.maximum_cooling_supply_temperature + + @property + def minimum_cooling_supply_temperature(self): + """ + Get the minimum cooling supply temperature in degree Celsius + :return: float + """ + return self._non_pv_generation_system.minimum_cooling_supply_temperature + + @property + def heat_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._non_pv_generation_system.heat_output_curve + + @property + def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._non_pv_generation_system.heat_fuel_consumption_curve + + @property + def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._non_pv_generation_system.heat_efficiency_curve + + @property + def cooling_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._non_pv_generation_system.cooling_output_curve + + @property + def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._non_pv_generation_system.cooling_fuel_consumption_curve + + @property + def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._non_pv_generation_system.cooling_efficiency_curve diff --git a/hub/city_model_structure/energy_systems/pv_generation_system.py b/hub/city_model_structure/energy_systems/pv_generation_system.py new file mode 100644 index 00000000..ef915aaf --- /dev/null +++ b/hub/city_model_structure/energy_systems/pv_generation_system.py @@ -0,0 +1,114 @@ +""" +PV generation system definition +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem + + +class PvGenerationSystem(GenericGenerationSystem): + """ + PvGenerationSystem class + """ + def __init__(self, generic_pv_generation_system): + super().__init__() + self._generic_pv_generation_system = generic_pv_generation_system + self._electricity_power = None + + @property + def electricity_power(self): + """ + Get electricity_power in W + :return: float + """ + return self._electricity_power + + @electricity_power.setter + def electricity_power(self, value): + """ + Set electricity_power in W + :param value: float + """ + self._electricity_power = value + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :return: float + """ + return self._generic_pv_generation_system.nominal_electricity_output + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._generic_pv_generation_system.electricity_efficiency + + @property + def nominal_ambient_temperature(self): + """ + Get nominal ambient temperature of PV panels in degree Celsius + :return: float + """ + return self._generic_pv_generation_system.nominal_ambient_temperature + + @property + def nominal_cell_temperature(self): + """ + Get nominal cell temperature of PV panels in degree Celsius + :return: float + """ + return self._generic_pv_generation_system.nominal_cell_temperature + + @property + def nominal_radiation(self): + """ + Get nominal radiation of PV panels + :return: float + """ + return self._generic_pv_generation_system.nominal_radiation + + @property + def standard_test_condition_cell_temperature(self): + """ + Get standard test condition cell temperature of PV panels in degree Celsius + :return: float + """ + return self._generic_pv_generation_system.standard_test_condition_cell_temperature + + @property + def standard_test_condition_maximum_power(self): + """ + Get standard test condition maximum power of PV panels in W + :return: float + """ + return self._generic_pv_generation_system.standard_test_condition_maximum_power + + @property + def cell_temperature_coefficient(self): + """ + Get cell temperature coefficient of PV module + :return: float + """ + return self._generic_pv_generation_system.cell_temperature_coefficient + + @property + def width(self): + """ + Get PV module width in m + :return: float + """ + return self._generic_pv_generation_system.width + + @property + def height(self): + """ + Get PV module height in m + :return: float + """ + return self._generic_pv_generation_system.height diff --git a/hub/city_model_structure/energy_systems/thermal_storage_system.py b/hub/city_model_structure/energy_systems/thermal_storage_system.py index 23ee7c54..1dc70c88 100644 --- a/hub/city_model_structure/energy_systems/thermal_storage_system.py +++ b/hub/city_model_structure/energy_systems/thermal_storage_system.py @@ -6,15 +6,12 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from __future__ import annotations - - -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem from hub.city_model_structure.building_demand.layer import Layer class ThermalStorageSystem: - def __init__(self): + def __init__(self, generic_thermal_storage_system): + self._generic_thermal_storage_system = generic_thermal_storage_system self._model_name = None self._manufacturer = None self._volume = None diff --git a/hub/helpers/constants.py b/hub/helpers/constants.py index 0f65aa59..23fab290 100644 --- a/hub/helpers/constants.py +++ b/hub/helpers/constants.py @@ -302,6 +302,7 @@ PHOTOVOLTAIC = 'Photovoltaic' BOILER = 'Boiler' HEAT_PUMP = 'Heat Pump' BASEBOARD = 'Baseboard' +ELECTRICITY_GENERATOR = 'Electricity generator' CHILLER = 'Chiller' SENSIBLE = 'sensible' LATENT = 'Latent' diff --git a/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py b/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py new file mode 100644 index 00000000..776ccd65 --- /dev/null +++ b/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py @@ -0,0 +1,31 @@ +""" +Dictionaries module for Montreal system to hub energy generation system +SPDX - License - Identifier: LGPL - 3.0 - or -later +Copyright © 2023 Concordia CERC group +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +""" + +import hub.helpers.constants as cte + + +class MontrealGenerationSystemToHubEnergyGenerationSystem: + """ + Montreal's generation system to hub energy generation system class + """ + def __init__(self): + self._dictionary = { + 'boiler': cte.BOILER, + 'furnace': cte.BASEBOARD, + 'cooler': cte.CHILLER, + 'electricity generator': cte.ELECTRICITY_GENERATOR, + 'PV system': cte.PHOTOVOLTAIC, + 'heat pump': cte.HEAT_PUMP + } + + @property + def dictionary(self) -> dict: + """ + Get the dictionary + :return: {} + """ + return self._dictionary diff --git a/hub/helpers/dictionaries.py b/hub/helpers/dictionaries.py index 561d375e..107a543a 100644 --- a/hub/helpers/dictionaries.py +++ b/hub/helpers/dictionaries.py @@ -19,6 +19,7 @@ from hub.helpers.data.hub_usage_to_hft_usage import HubUsageToHftUsage from hub.helpers.data.hub_usage_to_nrcan_usage import HubUsageToNrcanUsage from hub.helpers.data.hub_usage_to_eilat_usage import HubUsageToEilatUsage from hub.helpers.data.montreal_system_to_hub_energy_generation_system import MontrealSystemToHubEnergyGenerationSystem +from hub.helpers.data.montreal_generation_system_to_hub_energy_generation_system import MontrealGenerationSystemToHubEnergyGenerationSystem from hub.helpers.data.montreal_demand_type_to_hub_energy_demand_type import MontrealDemandTypeToHubEnergyDemandType from hub.helpers.data.hub_function_to_montreal_custom_costs_function import HubFunctionToMontrealCustomCostsFunction from hub.helpers.data.north_america_demand_type_to_hub_energy_demand_type import NorthAmericaDemandTypeToHubEnergyDemandType @@ -154,6 +155,13 @@ class Dictionaries: """ return MontrealCustomFuelToHubFuel().dictionary + @property + def montreal_generation_system_to_hub_energy_generation_system(self): + """ + Get montreal custom generation system names to hub energy system names, transformation dictionary + """ + return MontrealGenerationSystemToHubEnergyGenerationSystem().dictionary + @property def north_america_demand_type_to_hub_energy_demand_type(self): """ diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index a884309d..972da034 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -11,9 +11,14 @@ import copy from pandas import DataFrame from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory -from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem +from hub.city_model_structure.energy_systems.generic_non_pv_generation_system import GenericNonPvGenerationSystem +from hub.city_model_structure.energy_systems.generic_pv_generation_system import GenericPvGenerationSystem +from hub.city_model_structure.energy_systems.generic_electrical_storage_system import GenericElectricalStorageSystem +from hub.city_model_structure.energy_systems.generic_thermal_storage_system import GenericThermalStorageSystem +from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem + from hub.city_model_structure.energy_systems.energy_system import EnergySystem from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem @@ -86,35 +91,58 @@ class MontrealCustomEnergySystemParameters: _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) energy_system.name = system.name energy_system.demand_types = _hub_demand_types - _generation_system = GenericGenerationSystem() - archetype_generation_equipment = system.generation_systems - _type = system.name - _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[ - _type] - _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.source_types = archetype_generation_equipment.source_medium - _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency - _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency - _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency - _generation_system.source_temperature = archetype_generation_equipment.source_temperature - _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow - _generation_system.storage = archetype_generation_equipment.storage - _generation_system.auxiliary_equipment = None - energy_system.generation_systems = _generation_system + _generation_systems = [] + for catalog_generation_system in system.generation_systems: + if catalog_generation_system.system_type == 'PV system': + _generation_system = GenericPvGenerationSystem() + _type = 'PV system' + _generation_system.type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[catalog_generation_system.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.electricity_efficiency = catalog_generation_system.electricity_efficiency + _generic_storage_system = None + if catalog_generation_system.energy_storage_systems is not None: + _generic_storage_system = GenericElectricalStorageSystem() + _generic_storage_system.type_energy_stored = 'electrical' + _generation_system.generic_storage_systems = [_generic_storage_system] + else: + _generation_system = GenericNonPvGenerationSystem() + _type = catalog_generation_system.system_type + _generation_system.type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[catalog_generation_system.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = catalog_generation_system.source_medium + _generation_system.heat_efficiency = catalog_generation_system.heat_efficiency + _generation_system.cooling_efficiency = catalog_generation_system.cooling_efficiency + _generation_system.electricity_efficiency = catalog_generation_system.electricity_efficiency + _generic_storage_system = None + if catalog_generation_system.energy_storage_systems is not None: + if catalog_generation_system.energy_storage_systems.type_energy_stored == 'electrical': + _generic_storage_system = GenericElectricalStorageSystem() + _generic_storage_system.type_energy_stored = 'electrical' + else: + _generic_storage_system = GenericThermalStorageSystem() + _generic_storage_system.type_energy_stored = 'thermal' + _generation_system.generic_storage_systems = [_generic_storage_system] + _generation_systems.append(_generation_system) + energy_system.generation_systems = _generation_systems - _distribution_system = GenericDistributionSystem() - archetype_distribution_equipment = system.distribution_systems - _distribution_system.type = archetype_distribution_equipment.type - _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature - _distribution_system.distribution_consumption_fix_flow = \ - archetype_distribution_equipment.distribution_consumption_fix_flow - _distribution_system.distribution_consumption_variable_flow = \ - archetype_distribution_equipment.distribution_consumption_variable_flow - _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses - - energy_system.distribution_systems = _distribution_system + _distribution_systems = [] + for catalog_distribution_system in system.distribution_systems: + _distribution_system = GenericDistributionSystem() + _distribution_system.type = catalog_distribution_system.type + _distribution_system.distribution_consumption_fix_flow = \ + catalog_distribution_system.distribution_consumption_fix_flow + _distribution_system.distribution_consumption_variable_flow = \ + catalog_distribution_system.distribution_consumption_variable_flow + _distribution_system.heat_losses = catalog_distribution_system.heat_losses + _emission_system = None + if catalog_distribution_system.emission_systems is not None: + _emission_system = GenericEmissionSystem() + _distribution_system.generic_emission_systems = [_emission_system] + _distribution_systems.append(_distribution_system) + energy_system.distribution_systems = _distribution_systems building_systems.append(energy_system) From 3f649fd020324269ac8ba5002a6597110d56d43f Mon Sep 17 00:00:00 2001 From: p_monsalvete Date: Fri, 13 Oct 2023 13:31:46 -0400 Subject: [PATCH 082/101] finished central data model new structure for energy systems, importer and test --- hub/city_model_structure/building.py | 12 +- hub/city_model_structure/city.py | 19 - .../energy_systems/distribution_system.py | 165 ++++- .../electrical_storage_system.py | 89 +-- .../energy_systems/emission_system.py | 58 +- .../energy_systems/energy_storage_system.py | 75 ++- .../energy_systems/energy_system.py | 61 +- .../energy_systems/generation_system.py | 68 +- .../generic_distribution_system.py | 175 ----- .../generic_electrical_storage_system.py | 104 --- .../energy_systems/generic_emission_system.py | 64 -- .../energy_systems/generic_energy_system.py | 104 --- .../generic_generation_system.py | 123 ---- .../generic_non_pv_generation_system.py | 428 ------------ .../generic_pv_generation_system.py | 187 ------ .../energy_systems/generic_storage_system.py | 118 ---- .../generic_thermal_storage_system.py | 88 --- .../non_pv_generation_system.py | 609 ++++++++++++------ .../energy_systems/pv_generation_system.py | 260 +++++--- .../energy_systems/thermal_storage_system.py | 105 +-- ...ontreal_custom_energy_system_parameters.py | 205 +++--- ...america_custom_energy_system_parameters.py | 8 +- tests/test_systems_factory.py | 42 +- 23 files changed, 1104 insertions(+), 2063 deletions(-) delete mode 100644 hub/city_model_structure/energy_systems/generic_distribution_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_electrical_storage_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_emission_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_energy_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_generation_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_pv_generation_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_storage_system.py delete mode 100644 hub/city_model_structure/energy_systems/generic_thermal_storage_system.py diff --git a/hub/city_model_structure/building.py b/hub/city_model_structure/building.py index fca61641..344ba391 100644 --- a/hub/city_model_structure/building.py +++ b/hub/city_model_structure/building.py @@ -754,19 +754,17 @@ class Building(CityObject): return None for energy_system in self.energy_systems: generation_systems = energy_system.generation_systems - print(generation_systems) - print(type(generation_systems)) for demand_type in energy_system.demand_types: if demand_type.lower() == consumption_type.lower(): if consumption_type in (cte.HEATING, cte.DOMESTIC_HOT_WATER): for generation_system in generation_systems: - coefficient_of_performance = generation_system.generic_generation_system.heat_efficiency + coefficient_of_performance = generation_system.heat_efficiency elif consumption_type == cte.COOLING: for generation_system in generation_systems: - coefficient_of_performance = generation_system.generic_generation_system.cooling_efficiency + coefficient_of_performance = generation_system.cooling_efficiency elif consumption_type == cte.ELECTRICITY: for generation_system in generation_systems: - coefficient_of_performance = generation_system.generic_generation_system.electricity_efficiency + coefficient_of_performance = generation_system.electricity_efficiency if coefficient_of_performance == 0: values = [0]*len(demand) final_energy_consumed = values @@ -797,8 +795,8 @@ class Building(CityObject): if self.energy_systems is None: return self._onsite_electrical_production for energy_system in self.energy_systems: - if energy_system.generation_systems.generic_generation_system.type == cte.PHOTOVOLTAIC: - _efficiency = energy_system.generation_systems.generic_generation_system.electricity_efficiency + if energy_system.generation_systems[0].system_type == cte.PHOTOVOLTAIC: + _efficiency = energy_system.generation_systems[0].electricity_efficiency self._onsite_electrical_production = {} for _key in self.roofs[0].global_irradiance.keys(): _results = [0 for _ in range(0, len(self.roofs[0].global_irradiance[_key]))] diff --git a/hub/city_model_structure/city.py b/hub/city_model_structure/city.py index 97000fbb..76bd4949 100644 --- a/hub/city_model_structure/city.py +++ b/hub/city_model_structure/city.py @@ -62,7 +62,6 @@ class City: self._level_of_detail = LevelOfDetail() self._city_objects_dictionary = {} self._city_objects_alias_dictionary = {} - self._energy_systems_connection_table = None self._generic_energy_systems = None def _get_location(self) -> Location: @@ -505,24 +504,6 @@ class City: """ return self._level_of_detail - @property - def energy_systems_connection_table(self) -> Union[None, DataFrame]: - """ - Get energy systems connection table which includes at least two columns: energy_system_type and associated_building - and may also include dimensioned_energy_system and connection_building_to_dimensioned_energy_system - :return: DataFrame - """ - return self._energy_systems_connection_table - - @energy_systems_connection_table.setter - def energy_systems_connection_table(self, value): - """ - Set energy systems connection table which includes at least two columns: energy_system_type and associated_building - and may also include dimensioned_energy_system and connection_building_to_dimensioned_energy_system - :param value: DataFrame - """ - self._energy_systems_connection_table = value - @property def generic_energy_systems(self) -> dict: """ diff --git a/hub/city_model_structure/energy_systems/distribution_system.py b/hub/city_model_structure/energy_systems/distribution_system.py index a5a1d770..e138db7b 100644 --- a/hub/city_model_structure/energy_systems/distribution_system.py +++ b/hub/city_model_structure/energy_systems/distribution_system.py @@ -5,7 +5,12 @@ Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem +from typing import Union, List, TypeVar + +from hub.city_model_structure.energy_systems.emission_system import EmissionSystem +from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem + +GenerationSystem = TypeVar('GenerationSystem') class DistributionSystem: @@ -13,20 +18,158 @@ class DistributionSystem: DistributionSystem class """ def __init__(self): - self._generic_distribution_system = None + self._model_name = None + self._type = None + self._supply_temperature = None + self._distribution_consumption_fix_flow = None + self._distribution_consumption_variable_flow = None + self._heat_losses = None + self._generation_systems = None + self._energy_storage_systems = None + self._emission_systems = None @property - def generic_distribution_system(self) -> GenericDistributionSystem: + def model_name(self): """ - Get generic_distribution_system - :return: GenericDistributionSystem + Get model name + :return: string """ - return self._generic_distribution_system + return self._model_name - @generic_distribution_system.setter - def generic_distribution_system(self, value): + @model_name.setter + def model_name(self, value): """ - Set associated generic_distribution_system - :param value: GenericDistributionSystem + Set model name + :param value: string """ - self._generic_distribution_system = value + self._model_name = value + + @property + def type(self): + """ + Get type from [air, water, refrigerant] + :return: string + """ + return self._type + + @type.setter + def type(self, value): + """ + Set type from [air, water, refrigerant] + :param value: string + """ + self._type = value + + @property + def supply_temperature(self): + """ + Get supply_temperature in degree Celsius + :return: float + """ + return self._supply_temperature + + @supply_temperature.setter + def supply_temperature(self, value): + """ + Set supply_temperature in degree Celsius + :param value: float + """ + self._supply_temperature = value + + @property + def distribution_consumption_fix_flow(self): + """ + Get distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W) + :return: float + """ + return self._distribution_consumption_fix_flow + + @distribution_consumption_fix_flow.setter + def distribution_consumption_fix_flow(self, value): + """ + Set distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W) + :return: float + """ + self._distribution_consumption_fix_flow = value + + @property + def distribution_consumption_variable_flow(self): + """ + Get distribution_consumption if the pump or fan work at variable mass or volume flow in ratio + over energy produced (J/J) + :return: float + """ + return self._distribution_consumption_variable_flow + + @distribution_consumption_variable_flow.setter + def distribution_consumption_variable_flow(self, value): + """ + Set distribution_consumption if the pump or fan work at variable mass or volume flow in ratio + over energy produced (J/J) + :return: float + """ + self._distribution_consumption_variable_flow = value + + @property + def heat_losses(self): + """ + Get heat_losses in ratio over energy produced + :return: float + """ + return self._heat_losses + + @heat_losses.setter + def heat_losses(self, value): + """ + Set heat_losses in ratio over energy produced + :param value: float + """ + self._heat_losses = value + + @property + def generation_systems(self) -> Union[None, List[GenerationSystem]]: + """ + Get generation systems connected to the distribution system + :return: [GenerationSystem] + """ + return self._generation_systems + + @generation_systems.setter + def generation_systems(self, value): + """ + Set generation systems connected to the distribution system + :param value: [GenerationSystem] + """ + self._generation_systems = value + + @property + def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: + """ + Get energy storage systems connected to this distribution system + :return: [EnergyStorageSystem] + """ + return self._energy_storage_systems + + @energy_storage_systems.setter + def energy_storage_systems(self, value): + """ + Set energy storage systems connected to this distribution system + :param value: [EnergyStorageSystem] + """ + self._energy_storage_systems = value + + @property + def emission_systems(self) -> Union[None, List[EmissionSystem]]: + """ + Get energy emission systems connected to this distribution system + :return: [EmissionSystem] + """ + return self._emission_systems + + @emission_systems.setter + def emission_systems(self, value): + """ + Set energy emission systems connected to this distribution system + :param value: [EmissionSystem] + """ + self._emission_systems = value diff --git a/hub/city_model_structure/energy_systems/electrical_storage_system.py b/hub/city_model_structure/energy_systems/electrical_storage_system.py index 080f86c7..c84051cb 100644 --- a/hub/city_model_structure/energy_systems/electrical_storage_system.py +++ b/hub/city_model_structure/energy_systems/electrical_storage_system.py @@ -1,83 +1,32 @@ """ -Energy System catalog heat generation system +Electrical storage system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from __future__ import annotations - -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem +from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem - -class ElectricalStorageSystem: - """ - Electrical Storage system class +class ElectricalStorageSystem(EnergyStorageSystem): + """" + Electrical Storage System Class """ + def __init__(self): - self._model_name = None - self._manufacturer = None - self._generic_storage_system = None + + super().__init__() self._rated_output_power = None self._nominal_efficiency = None self._battery_voltage = None self._depth_of_discharge = None self._self_discharge_rate = None - @property - def model_name(self): - """ - Get the model name - :return: string - """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set the model name - :return: string - """ - self._model_name = value - - @property - def manufacturer(self): - """ - Get the manufacturer name - :return: string - """ - return self._manufacturer - - @manufacturer.setter - def manufacturer(self, value): - """ - Set the manufacturer name - :return: string - """ - self._manufacturer = value - - @property - def generic_storage_system(self) -> GenericStorageSystem: - """ - Get associated generic_storage_system - :return: GenericStorageSystem - """ - return self._generic_storage_system - - @generic_storage_system.setter - def generic_storage_system(self, value): - """ - Set associated generic_storage_system - :param value: GenericStorageSystem - """ - self._generic_storage_system = value - @property def rated_output_power(self): """ - Get the rated output power in Watts + Get the rated output power of storage system in Watts :return: float """ return self._rated_output_power @@ -85,15 +34,15 @@ class ElectricalStorageSystem: @rated_output_power.setter def rated_output_power(self, value): """ - Set the rated output power in Watts - :return: float + Set the rated output power of storage system in Watts + :param value: float """ self._rated_output_power = value @property def nominal_efficiency(self): """ - Get the nominal efficiency + Get the nominal efficiency of the storage system :return: float """ return self._nominal_efficiency @@ -101,8 +50,8 @@ class ElectricalStorageSystem: @nominal_efficiency.setter def nominal_efficiency(self, value): """ - Set the nominal efficiency - :return: float + Set the nominal efficiency of the storage system + :param value: float """ self._nominal_efficiency = value @@ -117,8 +66,8 @@ class ElectricalStorageSystem: @battery_voltage.setter def battery_voltage(self, value): """ - Get the battery voltage in Volts - :return: float + Set the battery voltage in Volts + :param value: float """ self._battery_voltage = value @@ -134,7 +83,7 @@ class ElectricalStorageSystem: def depth_of_discharge(self, value): """ Set the depth of discharge as a percentage - :return: float + :param value: float """ self._depth_of_discharge = value @@ -149,7 +98,7 @@ class ElectricalStorageSystem: @self_discharge_rate.setter def self_discharge_rate(self, value): """ - Get the self discharge rate of battery as a percentage - :return: float + Set the self discharge rate of battery as a percentage + :param value: float """ self._self_discharge_rate = value diff --git a/hub/city_model_structure/energy_systems/emission_system.py b/hub/city_model_structure/energy_systems/emission_system.py index a1fd9a30..32bf7c17 100644 --- a/hub/city_model_structure/energy_systems/emission_system.py +++ b/hub/city_model_structure/energy_systems/emission_system.py @@ -1,32 +1,64 @@ """ -Energy emission system definition +Emission system module SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem - class EmissionSystem: """ EmissionSystem class """ def __init__(self): - self._generic_emission_system = None + self._model_name = None + self._type = None + self._parasitic_energy_consumption = None @property - def generic_emission_system(self) -> GenericEmissionSystem: + def model_name(self): """ - Get associated generic_emission_system - :return: GenericEmissionSystem + Get model name + :return: string """ - return self._generic_emission_system + return self._model_name - @generic_emission_system.setter - def generic_emission_system(self, value): + @model_name.setter + def model_name(self, value): """ - Set associated - :param value: GenericEmissionSystem + Set model name + :param value: string """ - self._generic_emission_system = value + self._model_name = value + + @property + def type(self): + """ + Get type + :return: string + """ + return self._type + + @type.setter + def type(self, value): + """ + Set type + :param value: string + """ + self._type = value + + @property + def parasitic_energy_consumption(self): + """ + Get parasitic_energy_consumption in ratio (W/W) + :return: float + """ + return self._parasitic_energy_consumption + + @parasitic_energy_consumption.setter + def parasitic_energy_consumption(self, value): + """ + Set parasitic_energy_consumption in ratio (W/W) + :param value: float + """ + self._parasitic_energy_consumption = value diff --git a/hub/city_model_structure/energy_systems/energy_storage_system.py b/hub/city_model_structure/energy_systems/energy_storage_system.py index 8841db9d..8951da02 100644 --- a/hub/city_model_structure/energy_systems/energy_storage_system.py +++ b/hub/city_model_structure/energy_systems/energy_storage_system.py @@ -1,9 +1,9 @@ """ -Energy storage system +Energy storage system. Abstract class SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca +Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca +Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from abc import ABC @@ -13,8 +13,13 @@ class EnergyStorageSystem(ABC): """ Energy storage System class """ - def __init__(self, generic_storage_system): - self._generic_storage_system = generic_storage_system + def __init__(self): + self._type_energy_stored = None + self._storage_type = None + self._model_name = None + self._manufacturer = None + self._nominal_capacity = None + self._losses_ratio = None @property def type_energy_stored(self): @@ -22,7 +27,15 @@ class EnergyStorageSystem(ABC): Get type of energy stored from ['electrical', 'thermal'] :return: string """ - return self._generic_storage_system.type_energy_stored + return self._type_energy_stored + + @type_energy_stored.setter + def type_energy_stored(self, value): + """ + Set type of energy stored from ['electrical', 'thermal'] + :return: string + """ + self._type_energy_stored = value @property def storage_type(self): @@ -30,7 +43,15 @@ class EnergyStorageSystem(ABC): Get storage type :return: string """ - return self._generic_storage_system.storage_type + return self._storage_type + + @storage_type.setter + def storage_type(self, value): + """ + Get storage type + :param value: string + """ + self._storage_type = value @property def model_name(self): @@ -38,7 +59,15 @@ class EnergyStorageSystem(ABC): Get system model :return: string """ - return self._generic_storage_system.model_name + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set system model + :param value: string + """ + self._model_name = value @property def manufacturer(self): @@ -46,7 +75,15 @@ class EnergyStorageSystem(ABC): Get name of manufacturer :return: string """ - return self._generic_storage_system.manufacturer + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set name of manufacturer + :param value: string + """ + self._manufacturer = value @property def nominal_capacity(self): @@ -54,7 +91,15 @@ class EnergyStorageSystem(ABC): Get the nominal capacity of storage systems in Jules :return: float """ - return self._generic_storage_system.nominal_capacity + return self._nominal_capacity + + @nominal_capacity.setter + def nominal_capacity(self, value): + """ + Set the nominal capacity of storage systems in Jules + :return: float + """ + self._nominal_capacity = value @property def losses_ratio(self): @@ -62,4 +107,12 @@ class EnergyStorageSystem(ABC): Get the losses-ratio of storage system in Jules lost / Jules stored :return: float """ - return self._generic_storage_system.losses_ratio + return self._losses_ratio + + @losses_ratio.setter + def losses_ratio(self, value): + """ + Set the losses-ratio of storage system in Jules lost / Jules stored + :return: float + """ + self._losses_ratio = value diff --git a/hub/city_model_structure/energy_systems/energy_system.py b/hub/city_model_structure/energy_systems/energy_system.py index 0f5693ad..f76a93ae 100644 --- a/hub/city_model_structure/energy_systems/energy_system.py +++ b/hub/city_model_structure/energy_systems/energy_system.py @@ -6,9 +6,10 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ from typing import Union, List +from pathlib import Path -from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem +from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.control_system import ControlSystem from hub.city_model_structure.city_object import CityObject @@ -17,28 +18,46 @@ class EnergySystem: """ EnergySystem class """ - def __init__(self, generic_energy_system): - self._generic_energy_system = generic_energy_system + def __init__(self): + self._demand_types = None + self._name = None self._generation_systems = None self._distribution_systems = None + self._configuration_schema = None self._connected_city_objects = None self._control_system = None - @property - def name(self): - """ - Get energy system name - :return: str - """ - return self._generic_energy_system.name - @property def demand_types(self): """ Get demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity] :return: [string] """ - return self._generic_energy_system.demand_types + return self._demand_types + + @demand_types.setter + def demand_types(self, value): + """ + Set demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity] + :param value: [string] + """ + self._demand_types = value + + @property + def name(self): + """ + Get energy system name + :return: str + """ + return self._name + + @name.setter + def name(self, value): + """ + Set energy system name + :param value: + """ + self._name = value @property def generation_systems(self) -> List[GenerationSystem]: @@ -52,7 +71,7 @@ class EnergySystem: def generation_systems(self, value): """ Set generation systems - :param value: [GenerationSystem] + :return: [GenerationSystem] """ self._generation_systems = value @@ -72,6 +91,22 @@ class EnergySystem: """ self._distribution_systems = value + @property + def configuration_schema(self) -> Path: + """ + Get the schema of the system configuration + :return: Path + """ + return self._configuration_schema + + @configuration_schema.setter + def configuration_schema(self, value): + """ + Set the schema of the system configuration + :param value: Path + """ + self._configuration_schema = value + @property def connected_city_objects(self) -> Union[None, List[CityObject]]: """ diff --git a/hub/city_model_structure/energy_systems/generation_system.py b/hub/city_model_structure/energy_systems/generation_system.py index 1a082bb3..8b2bcbab 100644 --- a/hub/city_model_structure/energy_systems/generation_system.py +++ b/hub/city_model_structure/energy_systems/generation_system.py @@ -1,8 +1,9 @@ """ -Energy generation system definition +Energy generation system (abstract class) SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from __future__ import annotations @@ -17,10 +18,13 @@ class GenerationSystem(ABC): """ GenerationSystem class """ - def __init__(self, generic_generation_system): - self._generic_generation_system = generic_generation_system + def __init__(self): + self._system_type = None + self._model_name = None + self._manufacturer = None + self._fuel_type = None self._distribution_systems = None - self._storage_systems = None + self._energy_storage_systems = None @property def system_type(self): @@ -28,23 +32,47 @@ class GenerationSystem(ABC): Get type :return: string """ - return self._generic_generation_system.system_type + return self._system_type + + @system_type.setter + def system_type(self, value): + """ + Set type + :param value: string + """ + self._system_type = value @property def model_name(self): """ - Get the model name + Get model name :return: string """ - return self._generic_generation_system.model_name + return self._model_name + + @model_name.setter + def model_name(self, value): + """ + Set model name + :param value: string + """ + self._model_name = value @property def manufacturer(self): """ - Get the manufacturer name + Get manufacturer's name :return: string """ - return self._generic_generation_system.manufacturer + return self._manufacturer + + @manufacturer.setter + def manufacturer(self, value): + """ + Set manufacturer's name + :param value: string + """ + self._manufacturer = value @property def fuel_type(self): @@ -52,13 +80,21 @@ class GenerationSystem(ABC): Get fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal] :return: string """ - return self._generic_generation_system.fuel_type + return self._fuel_type + + @fuel_type.setter + def fuel_type(self, value): + """ + Set fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal] + :param value: string + """ + self._fuel_type = value @property def distribution_systems(self) -> Union[None, List[DistributionSystem]]: """ Get distributions systems connected to this generation system - :return: [GenericDistributionSystem] + :return: [DistributionSystem] """ return self._distribution_systems @@ -71,17 +107,17 @@ class GenerationSystem(ABC): self._distribution_systems = value @property - def storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: + def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]: """ Get energy storage systems connected to this generation system :return: [EnergyStorageSystem] """ - return self._storage_systems + return self._energy_storage_systems - @storage_systems.setter - def storage_systems(self, value): + @energy_storage_systems.setter + def energy_storage_systems(self, value): """ Set energy storage systems connected to this generation system :param value: [EnergyStorageSystem] """ - self._storage_systems = value + self._energy_storage_systems = value diff --git a/hub/city_model_structure/energy_systems/generic_distribution_system.py b/hub/city_model_structure/energy_systems/generic_distribution_system.py deleted file mode 100644 index 887fcf77..00000000 --- a/hub/city_model_structure/energy_systems/generic_distribution_system.py +++ /dev/null @@ -1,175 +0,0 @@ -""" -Generic energy distribution system definition -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - -from typing import Union, List, TypeVar - -from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem - -GenericGenerationSystem = TypeVar('GenericGenerationSystem') - - -class GenericDistributionSystem: - """ - GenericDistributionSystem class - """ - def __init__(self): - self._model_name = None - self._type = None - self._supply_temperature = None - self._distribution_consumption_fix_flow = None - self._distribution_consumption_variable_flow = None - self._heat_losses = None - self._generic_generation_systems = None - self._generic_storage_systems = None - self._generic_emission_systems = None - - @property - def model_name(self): - """ - Get model name - :return: string - """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set model name - :param value: string - """ - self._model_name = value - - @property - def type(self): - """ - Get type from [air, water, refrigerant] - :return: string - """ - return self._type - - @type.setter - def type(self, value): - """ - Set type from [air, water, refrigerant] - :param value: string - """ - self._type = value - - @property - def supply_temperature(self): - """ - Get supply_temperature in degree Celsius - :return: float - """ - return self._supply_temperature - - @supply_temperature.setter - def supply_temperature(self, value): - """ - Set supply_temperature in degree Celsius - :param value: float - """ - self._supply_temperature = value - - @property - def distribution_consumption_fix_flow(self): - """ - Get distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W) - :return: float - """ - return self._distribution_consumption_fix_flow - - @distribution_consumption_fix_flow.setter - def distribution_consumption_fix_flow(self, value): - """ - Set distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W) - :return: float - """ - self._distribution_consumption_fix_flow = value - - @property - def distribution_consumption_variable_flow(self): - """ - Get distribution_consumption if the pump or fan work at variable mass or volume flow in ratio - over energy produced (J/J) - :return: float - """ - return self._distribution_consumption_variable_flow - - @distribution_consumption_variable_flow.setter - def distribution_consumption_variable_flow(self, value): - """ - Set distribution_consumption if the pump or fan work at variable mass or volume flow in ratio - over energy produced (J/J) - :return: float - """ - self._distribution_consumption_variable_flow = value - - @property - def heat_losses(self): - """ - Get heat_losses in ratio over energy produced - :return: float - """ - return self._heat_losses - - @heat_losses.setter - def heat_losses(self, value): - """ - Set heat_losses in ratio over energy produced - :param value: float - """ - self._heat_losses = value - - @property - def generic_generation_systems(self) -> Union[None, List[GenericGenerationSystem]]: - """ - Get generation systems connected to the distribution system - :return: [generic_generation_systems] - """ - return self._generic_generation_systems - - @generic_generation_systems.setter - def generic_generation_systems(self, value): - """ - Set generation systems connected to the distribution system - :param value: [generic_generation_systems] - """ - self._generic_generation_systems = value - - @property - def generic_storage_systems(self) -> Union[None, List[GenericStorageSystem]]: - """ - Get energy storage systems connected to this distribution system - :return: [GenericStorageSystem] - """ - return self._generic_storage_systems - - @generic_storage_systems.setter - def generic_storage_systems(self, value): - """ - Set energy storage systems connected to this distribution system - :param value: [GenericStorageSystem] - """ - self._generic_storage_systems = value - - @property - def generic_emission_systems(self) -> Union[None, List[GenericEmissionSystem]]: - """ - Get energy emission systems connected to this distribution system - :return: [GenericEmissionSystem] - """ - return self._generic_emission_systems - - @generic_emission_systems.setter - def generic_emission_systems(self, value): - """ - Set energy emission systems connected to this distribution system - :param value: [GenericEmissionSystem] - """ - self._generic_emission_systems = value diff --git a/hub/city_model_structure/energy_systems/generic_electrical_storage_system.py b/hub/city_model_structure/energy_systems/generic_electrical_storage_system.py deleted file mode 100644 index 0eb5419d..00000000 --- a/hub/city_model_structure/energy_systems/generic_electrical_storage_system.py +++ /dev/null @@ -1,104 +0,0 @@ -""" -Generic electrical storage system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem - - -class GenericElectricalStorageSystem(GenericStorageSystem): - """" - Generic Electrical Storage System Class - """ - - def __init__(self): - - super().__init__() - self._rated_output_power = None - self._nominal_efficiency = None - self._battery_voltage = None - self._depth_of_discharge = None - self._self_discharge_rate = None - - @property - def rated_output_power(self): - """ - Get the rated output power of storage system in Watts - :return: float - """ - return self._rated_output_power - - @rated_output_power.setter - def rated_output_power(self, value): - """ - Set the rated output power of storage system in Watts - :param value: float - """ - self._rated_output_power = value - - @property - def nominal_efficiency(self): - """ - Get the nominal efficiency of the storage system - :return: float - """ - return self._nominal_efficiency - - @nominal_efficiency.setter - def nominal_efficiency(self, value): - """ - Set the nominal efficiency of the storage system - :param value: float - """ - self._nominal_efficiency = value - - @property - def battery_voltage(self): - """ - Get the battery voltage in Volts - :return: float - """ - return self._battery_voltage - - @battery_voltage.setter - def battery_voltage(self, value): - """ - Set the battery voltage in Volts - :param value: float - """ - self._battery_voltage = value - - @property - def depth_of_discharge(self): - """ - Get the depth of discharge as a percentage - :return: float - """ - return self._depth_of_discharge - - @depth_of_discharge.setter - def depth_of_discharge(self, value): - """ - Set the depth of discharge as a percentage - :param value: float - """ - self._depth_of_discharge = value - - @property - def self_discharge_rate(self): - """ - Get the self discharge rate of battery as a percentage - :return: float - """ - return self._self_discharge_rate - - @self_discharge_rate.setter - def self_discharge_rate(self, value): - """ - Set the self discharge rate of battery as a percentage - :param value: float - """ - self._self_discharge_rate = value diff --git a/hub/city_model_structure/energy_systems/generic_emission_system.py b/hub/city_model_structure/energy_systems/generic_emission_system.py deleted file mode 100644 index 7fb25507..00000000 --- a/hub/city_model_structure/energy_systems/generic_emission_system.py +++ /dev/null @@ -1,64 +0,0 @@ -""" -Generic energy emission system module -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - - -class GenericEmissionSystem: - """ - GenericEmissionSystem class - """ - def __init__(self): - self._model_name = None - self._type = None - self._parasitic_energy_consumption = None - - @property - def model_name(self): - """ - Get model name - :return: string - """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set model name - :param value: string - """ - self._model_name = value - - @property - def type(self): - """ - Get type - :return: string - """ - return self._type - - @type.setter - def type(self, value): - """ - Set type - :param value: string - """ - self._type = value - - @property - def parasitic_energy_consumption(self): - """ - Get parasitic_energy_consumption in ratio (W/W) - :return: float - """ - return self._parasitic_energy_consumption - - @parasitic_energy_consumption.setter - def parasitic_energy_consumption(self, value): - """ - Set parasitic_energy_consumption in ratio (W/W) - :param value: float - """ - self._parasitic_energy_consumption = value diff --git a/hub/city_model_structure/energy_systems/generic_energy_system.py b/hub/city_model_structure/energy_systems/generic_energy_system.py deleted file mode 100644 index b18a6a43..00000000 --- a/hub/city_model_structure/energy_systems/generic_energy_system.py +++ /dev/null @@ -1,104 +0,0 @@ -""" -Generic energy system definition -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - -from typing import Union, List -from pathlib import Path - -from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem - - -class GenericEnergySystem: - """ - GenericEnergySystem class - """ - def __init__(self): - self._demand_types = None - self._name = None - self._generation_systems = None - self._distribution_systems = None - self._configuration_schema = None - - @property - def demand_types(self): - """ - Get demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity] - :return: [string] - """ - return self._demand_types - - @demand_types.setter - def demand_types(self, value): - """ - Set demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity] - :param value: [string] - """ - self._demand_types = value - - @property - def name(self): - """ - Get energy system name - :return: str - """ - return self._name - - @name.setter - def name(self, value): - """ - Set energy system name - :param value: - """ - self._name = value - - @property - def generation_systems(self) -> List[GenericGenerationSystem]: - """ - Get generation systems - :return: [GenerationSystem] - """ - return self._generation_systems - - @generation_systems.setter - def generation_systems(self, value): - """ - Set generation systems - :return: [GenerationSystem] - """ - self._generation_systems = value - - @property - def distribution_systems(self) -> Union[None, List[GenericDistributionSystem]]: - """ - Get distribution systems - :return: [DistributionSystem] - """ - return self._distribution_systems - - @distribution_systems.setter - def distribution_systems(self, value): - """ - Set distribution systems - :param value: [DistributionSystem] - """ - self._distribution_systems = value - - @property - def configuration_schema(self) -> Path: - """ - Get the schema of the system configuration - :return: Path - """ - return self._configuration_schema - - @configuration_schema.setter - def configuration_schema(self, value): - """ - Set the schema of the system configuration - :param value: Path - """ - self._configuration_schema = value diff --git a/hub/city_model_structure/energy_systems/generic_generation_system.py b/hub/city_model_structure/energy_systems/generic_generation_system.py deleted file mode 100644 index 0d98e9cc..00000000 --- a/hub/city_model_structure/energy_systems/generic_generation_system.py +++ /dev/null @@ -1,123 +0,0 @@ -""" -Generic energy generation system (abstract class) -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from __future__ import annotations -from abc import ABC -from typing import Union, List - -from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem - - -class GenericGenerationSystem(ABC): - """ - GenericGenerationSystem class - """ - def __init__(self): - self._system_type = None - self._model_name = None - self._manufacturer = None - self._fuel_type = None - self._generic_distribution_systems = None - self._generic_storage_systems = None - - @property - def system_type(self): - """ - Get type - :return: string - """ - return self._system_type - - @system_type.setter - def system_type(self, value): - """ - Set type - :param value: string - """ - self._system_type = value - - @property - def model_name(self): - """ - Get model name - :return: string - """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set model name - :param value: string - """ - self._model_name = value - - @property - def manufacturer(self): - """ - Get manufacturer's name - :return: string - """ - return self._manufacturer - - @manufacturer.setter - def manufacturer(self, value): - """ - Set manufacturer's name - :param value: string - """ - self._manufacturer = value - - @property - def fuel_type(self): - """ - Get fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal] - :return: string - """ - return self._fuel_type - - @fuel_type.setter - def fuel_type(self, value): - """ - Set fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal] - :param value: string - """ - self._fuel_type = value - - @property - def generic_distribution_systems(self) -> Union[None, List[GenericDistributionSystem]]: - """ - Get distributions systems connected to this generation system - :return: [GenericDistributionSystem] - """ - return self._generic_distribution_systems - - @generic_distribution_systems.setter - def generic_distribution_systems(self, value): - """ - Set distributions systems connected to this generation system - :param value: [GenericDistributionSystem] - """ - self._generic_distribution_systems = value - - @property - def generic_storage_systems(self) -> Union[None, List[GenericStorageSystem]]: - """ - Get energy storage systems connected to this generation system - :return: [GenericStorageSystem] - """ - return self._generic_storage_systems - - @generic_storage_systems.setter - def generic_storage_systems(self, value): - """ - Set energy storage systems connected to this generation system - :param value: [GenericStorageSystem] - """ - self._generic_storage_systems = value diff --git a/hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py b/hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py deleted file mode 100644 index 8f5f8068..00000000 --- a/hub/city_model_structure/energy_systems/generic_non_pv_generation_system.py +++ /dev/null @@ -1,428 +0,0 @@ -""" -Generic non PV energy generation system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from typing import Union - -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem -from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves - - -class GenericNonPvGenerationSystem(GenericGenerationSystem): - """ - GenericNonPvGenerationSystem class - """ - def __init__(self): - super().__init__() - self._nominal_heat_output = None - self._maximum_heat_output = None - self._minimum_heat_output = None - self._heat_efficiency = None - self._nominal_cooling_output = None - self._maximum_cooling_output = None - self._minimum_cooling_output = None - self._cooling_efficiency = None - self._electricity_efficiency = None - self._nominal_electricity_output = None - self._source_medium = None - self._source_temperature = None - self._source_mass_flow = None - self._supply_medium = None - self._maximum_heat_supply_temperature = None - self._minimum_heat_supply_temperature = None - self._maximum_cooling_supply_temperature = None - self._minimum_cooling_supply_temperature = None - self._heat_output_curve = None - self._heat_fuel_consumption_curve = None - self._heat_efficiency_curve = None - self._cooling_output_curve = None - self._cooling_fuel_consumption_curve = None - self._cooling_efficiency_curve = None - - @property - def nominal_heat_output(self): - """ - Get nominal heat output of heat generation devices in W - :return: float - """ - return self._nominal_heat_output - - @nominal_heat_output.setter - def nominal_heat_output(self, value): - """ - Set nominal heat output of heat generation devices in W - :param value: float - """ - self._nominal_heat_output = value - - @property - def maximum_heat_output(self): - """ - Get maximum heat output of heat generation devices in W - :return: float - """ - return self._maximum_heat_output - - @maximum_heat_output.setter - def maximum_heat_output(self, value): - """ - Set maximum heat output of heat generation devices in W - :param value: float - """ - self._maximum_heat_output = value - - @property - def minimum_heat_output(self): - """ - Get minimum heat output of heat generation devices in W - :return: float - """ - return self._minimum_heat_output - - @minimum_heat_output.setter - def minimum_heat_output(self, value): - """ - Set minimum heat output of heat generation devices in W - :param value: float - """ - self._minimum_heat_output = value - - @property - def source_medium(self): - """ - Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] - :return: string - """ - return self._source_medium - - @source_medium.setter - def source_medium(self, value): - """ - Set source medium from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity] - :param value: [string] - """ - self._source_medium = value - - @property - def supply_medium(self): - """ - Get the supply medium from ['air', 'water'] - :return: string - """ - return self._supply_medium - - @supply_medium.setter - def supply_medium(self, value): - """ - Set the supply medium from ['air', 'water'] - :param value: string - """ - self._supply_medium = value - - @property - def heat_efficiency(self): - """ - Get heat_efficiency - :return: float - """ - return self._heat_efficiency - - @heat_efficiency.setter - def heat_efficiency(self, value): - """ - Set heat_efficiency - :param value: float - """ - self._heat_efficiency = value - - @property - def nominal_cooling_output(self): - """ - Get nominal cooling output of heat generation devices in W - :return: float - """ - return self._nominal_cooling_output - - @nominal_cooling_output.setter - def nominal_cooling_output(self, value): - """ - Set nominal cooling output of heat generation devices in W - :param value: float - """ - self._nominal_cooling_output = value - - @property - def maximum_cooling_output(self): - """ - Get maximum heat output of heat generation devices in W - :return: float - """ - return self._maximum_cooling_output - - @maximum_cooling_output.setter - def maximum_cooling_output(self, value): - """ - Set maximum heat output of heat generation devices in W - :param value: float - """ - self._maximum_cooling_output = value - - @property - def minimum_cooling_output(self): - """ - Get minimum heat output of heat generation devices in W - :return: float - """ - return self._minimum_cooling_output - - @minimum_cooling_output.setter - def minimum_cooling_output(self, value): - """ - Set minimum heat output of heat generation devices in W - :param value: float - """ - self._minimum_cooling_output = value - - @property - def cooling_efficiency(self): - """ - Get cooling_efficiency - :return: float - """ - return self._cooling_efficiency - - @cooling_efficiency.setter - def cooling_efficiency(self, value): - """ - Set cooling_efficiency - :param value: float - """ - self._cooling_efficiency = value - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._electricity_efficiency - - @electricity_efficiency.setter - def electricity_efficiency(self, value): - """ - Set electricity_efficiency - :param value: float - """ - self._electricity_efficiency = value - - @property - def source_temperature(self): - """ - Get source_temperature in degree Celsius - :return: float - """ - return self._source_temperature - - @source_temperature.setter - def source_temperature(self, value): - """ - Set source_temperature in degree Celsius - :param value: float - """ - self._source_temperature = value - - @property - def source_mass_flow(self): - """ - Get source_mass_flow in kg/s - :return: float - """ - return self._source_mass_flow - - @source_mass_flow.setter - def source_mass_flow(self, value): - """ - Set source_mass_flow in kg/s - :param value: float - """ - self._source_mass_flow = value - - @property - def nominal_electricity_output(self): - """ - Get nominal_power_output of electricity generation devices or inverters in W - :return: float - """ - return self._nominal_electricity_output - - @nominal_electricity_output.setter - def nominal_electricity_output(self, value): - """ - Get nominal_power_output of electricity generation devices or inverters in W - :param value: float - """ - self._nominal_electricity_output = value - - @property - def maximum_heat_supply_temperature(self): - """ - Get the maximum heat supply temperature in degree Celsius - :return: float - """ - return self._minimum_heat_supply_temperature - - @maximum_heat_supply_temperature.setter - def maximum_heat_supply_temperature(self, value): - """ - Set maximum heating supply temperature in degree Celsius - :param value: float - """ - self._maximum_heat_supply_temperature = value - - @property - def minimum_heat_supply_temperature(self): - """ - Get the minimum heat supply temperature in degree Celsius - :return: float - """ - return self._minimum_heat_supply_temperature - - @minimum_heat_supply_temperature.setter - def minimum_heat_supply_temperature(self, value): - """ - Set minimum heating supply temperature in degree Celsius - :param value: float - """ - self._minimum_heat_supply_temperature = value - - @property - def maximum_cooling_supply_temperature(self): - """ - Get the maximum cooling supply temperature in degree Celsius - :return: float - """ - return self._maximum_cooling_supply_temperature - - @maximum_cooling_supply_temperature.setter - def maximum_cooling_supply_temperature(self, value): - """ - Set maximum cooling supply temperature in degree Celsius - :param value: float - """ - self._maximum_cooling_supply_temperature = value - - @property - def minimum_cooling_supply_temperature(self): - """ - Get the minimum cooling supply temperature in degree Celsius - :return: float - """ - return self._minimum_cooling_supply_temperature - - @minimum_cooling_supply_temperature.setter - def minimum_cooling_supply_temperature(self, value): - """ - Set minimum cooling supply temperature in degree Celsius - :param value: float - """ - self._minimum_cooling_supply_temperature = value - - @property - def heat_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_output_curve - - @heat_output_curve.setter - def heat_output_curve(self, value): - """ - Set the heat output curve of the heat generation device - :return: PerformanceCurve - """ - self._heat_output_curve = value - - @property - def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_fuel_consumption_curve - - @heat_fuel_consumption_curve.setter - def heat_fuel_consumption_curve(self, value): - """ - Set the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - self._heat_fuel_consumption_curve = value - - @property - def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._heat_efficiency_curve - - @heat_efficiency_curve.setter - def heat_efficiency_curve(self, value): - """ - Set the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - self._heat_efficiency_curve = value - - @property - def cooling_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_output_curve - - @cooling_output_curve.setter - def cooling_output_curve(self, value): - """ - Set the cooling output curve of the heat generation device - :return: PerformanceCurve - """ - self._cooling_output_curve = value - - @property - def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_fuel_consumption_curve - - @cooling_fuel_consumption_curve.setter - def cooling_fuel_consumption_curve(self, value): - """ - Set the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - self._cooling_fuel_consumption_curve = value - - @property - def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._cooling_efficiency_curve - - @cooling_efficiency_curve.setter - def cooling_efficiency_curve(self, value): - """ - Set the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - self._cooling_efficiency_curve = value diff --git a/hub/city_model_structure/energy_systems/generic_pv_generation_system.py b/hub/city_model_structure/energy_systems/generic_pv_generation_system.py deleted file mode 100644 index 280f021d..00000000 --- a/hub/city_model_structure/energy_systems/generic_pv_generation_system.py +++ /dev/null @@ -1,187 +0,0 @@ -""" -Generic PV energy generation system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem - - -class GenericPvGenerationSystem(GenericGenerationSystem): - """ - GenericPvGenerationSystem class - """ - def __init__(self): - super().__init__() - self._electricity_efficiency = None - self._nominal_electricity_output = None - self._nominal_ambient_temperature = None - self._nominal_cell_temperature = None - self._nominal_radiation = None - self._standard_test_condition_cell_temperature = None - self._standard_test_condition_maximum_power = None - self._cell_temperature_coefficient = None - self._width = None - self._height = None - - @property - def nominal_electricity_output(self): - """ - Get nominal_power_output of electricity generation devices or inverters in W - :return: float - """ - return self._nominal_electricity_output - - @nominal_electricity_output.setter - def nominal_electricity_output(self, value): - """ - Set nominal_power_output of electricity generation devices or inverters in W - :param value: float - """ - self._nominal_electricity_output = value - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._electricity_efficiency - - @electricity_efficiency.setter - def electricity_efficiency(self, value): - """ - Set electricity_efficiency - :param value: float - """ - self._electricity_efficiency = value - - @property - def nominal_ambient_temperature(self): - """ - Get nominal ambient temperature of PV panels in degree Celsius - :return: float - """ - return self._nominal_ambient_temperature - - @nominal_ambient_temperature.setter - def nominal_ambient_temperature(self, value): - """ - Set nominal ambient temperature of PV panels in degree Celsius - :param value: float - """ - self._nominal_ambient_temperature = value - - @property - def nominal_cell_temperature(self): - """ - Get nominal cell temperature of PV panels in degree Celsius - :return: float - """ - return self._nominal_cell_temperature - - @nominal_cell_temperature.setter - def nominal_cell_temperature(self, value): - """ - Set nominal cell temperature of PV panels in degree Celsius - :param value: float - """ - self._nominal_cell_temperature = value - - @property - def nominal_radiation(self): - """ - Get nominal radiation of PV panels - :return: float - """ - return self._nominal_radiation - - @nominal_radiation.setter - def nominal_radiation(self, value): - """ - Set nominal radiation of PV panels - :param value: float - """ - self._nominal_radiation = value - - @property - def standard_test_condition_cell_temperature(self): - """ - Get standard test condition cell temperature of PV panels in degree Celsius - :return: float - """ - return self._standard_test_condition_cell_temperature - - @standard_test_condition_cell_temperature.setter - def standard_test_condition_cell_temperature(self, value): - """ - Set standard test condition cell temperature of PV panels in degree Celsius - :param value: float - """ - self._standard_test_condition_cell_temperature = value - - @property - def standard_test_condition_maximum_power(self): - """ - Get standard test condition maximum power of PV panels in W - :return: float - """ - return self._standard_test_condition_maximum_power - - @standard_test_condition_maximum_power.setter - def standard_test_condition_maximum_power(self, value): - """ - Set standard test condition maximum power of PV panels in W - :param value: float - """ - self._standard_test_condition_maximum_power = value - - @property - def cell_temperature_coefficient(self): - """ - Get cell temperature coefficient of PV module - :return: float - """ - return self._cell_temperature_coefficient - - @cell_temperature_coefficient.setter - def cell_temperature_coefficient(self, value): - """ - Set cell temperature coefficient of PV module - :param value: float - """ - self._cell_temperature_coefficient = value - - @property - def width(self): - """ - Get PV module width in m - :return: float - """ - return self._width - - @width.setter - def width(self, value): - """ - Set PV module width in m - :param value: float - """ - self._width = value - - @property - def height(self): - """ - Get PV module height in m - :return: float - """ - return self._height - - @height.setter - def height(self, value): - """ - Set PV module height in m - :param value: float - """ - self._height = value diff --git a/hub/city_model_structure/energy_systems/generic_storage_system.py b/hub/city_model_structure/energy_systems/generic_storage_system.py deleted file mode 100644 index 1bc4efd1..00000000 --- a/hub/city_model_structure/energy_systems/generic_storage_system.py +++ /dev/null @@ -1,118 +0,0 @@ -""" -Energy System catalog heat generation system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca -Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - -from abc import ABC - - -class GenericStorageSystem(ABC): - """ - Generic storage System class - """ - def __init__(self): - self._type_energy_stored = None - self._storage_type = None - self._model_name = None - self._manufacturer = None - self._nominal_capacity = None - self._losses_ratio = None - - @property - def type_energy_stored(self): - """ - Get type of energy stored from ['electrical', 'thermal'] - :return: string - """ - return self._type_energy_stored - - @type_energy_stored.setter - def type_energy_stored(self, value): - """ - Set type of energy stored from ['electrical', 'thermal'] - :return: string - """ - self._type_energy_stored = value - - @property - def storage_type(self): - """ - Get storage type - :return: string - """ - return self._storage_type - - @storage_type.setter - def storage_type(self, value): - """ - Get storage type - :param value: string - """ - self._storage_type = value - - @property - def model_name(self): - """ - Get system model - :return: string - """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set system model - :param value: string - """ - self._model_name = value - - @property - def manufacturer(self): - """ - Get name of manufacturer - :return: string - """ - return self._manufacturer - - @manufacturer.setter - def manufacturer(self, value): - """ - Set name of manufacturer - :param value: string - """ - self._manufacturer = value - - @property - def nominal_capacity(self): - """ - Get the nominal capacity of storage systems in Jules - :return: float - """ - return self._nominal_capacity - - @nominal_capacity.setter - def nominal_capacity(self, value): - """ - Set the nominal capacity of storage systems in Jules - :return: float - """ - self._nominal_capacity = value - - @property - def losses_ratio(self): - """ - Get the losses-ratio of storage system in Jules lost / Jules stored - :return: float - """ - return self._losses_ratio - - @losses_ratio.setter - def losses_ratio(self, value): - """ - Set the losses-ratio of storage system in Jules lost / Jules stored - :return: float - """ - self._losses_ratio = value diff --git a/hub/city_model_structure/energy_systems/generic_thermal_storage_system.py b/hub/city_model_structure/energy_systems/generic_thermal_storage_system.py deleted file mode 100644 index c0cfadd9..00000000 --- a/hub/city_model_structure/energy_systems/generic_thermal_storage_system.py +++ /dev/null @@ -1,88 +0,0 @@ -""" -Generic thermal storage system -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2023 Concordia CERC group -Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca -""" - -from hub.city_model_structure.energy_systems.generic_storage_system import GenericStorageSystem -from hub.city_model_structure.building_demand.layer import Layer - - -class GenericThermalStorageSystem(GenericStorageSystem): - """" - Generic Thermal Storage System Class - """ - - def __init__(self): - - super().__init__() - self._volume = None - self._height = None - self._layers = None - self._maximum_operating_temperature = None - - @property - def volume(self): - """ - Get the physical volume of the storage system in cubic meters - :return: float - """ - return self._volume - - @volume.setter - def volume(self, value): - """ - Set the physical volume of the storage system in cubic meters - :param value: float - """ - self._volume = value - - @property - def height(self): - """ - Get the diameter of the storage system in meters - :return: float - """ - return self._height - - @height.setter - def height(self, value): - """ - Set the diameter of the storage system in meters - :param value: float - """ - self._height = value - - @property - def layers(self) -> [Layer]: - """ - Get construction layers - :return: [layer] - """ - return self._layers - - @layers.setter - def layers(self, value): - """ - Set construction layers - :param value: [layer] - """ - self._layers = value - - @property - def maximum_operating_temperature(self): - """ - Get maximum operating temperature of the storage system in degree Celsius - :return: float - """ - return self._maximum_operating_temperature - - @maximum_operating_temperature.setter - def maximum_operating_temperature(self, value): - """ - Set maximum operating temperature of the storage system in degree Celsius - :param value: float - """ - self._maximum_operating_temperature = value diff --git a/hub/city_model_structure/energy_systems/non_pv_generation_system.py b/hub/city_model_structure/energy_systems/non_pv_generation_system.py index 7f1bdf90..9db9f683 100644 --- a/hub/city_model_structure/energy_systems/non_pv_generation_system.py +++ b/hub/city_model_structure/energy_systems/non_pv_generation_system.py @@ -1,27 +1,435 @@ """ -Non PV generation system definition +Non PV energy generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ from typing import Union -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves -class NonPvGenerationSystem(GenericGenerationSystem): +class NonPvGenerationSystem(GenerationSystem): """ NonPvGenerationSystem class """ - def __init__(self, non_pv_generation_system): + def __init__(self): super().__init__() - self._non_pv_generation_system = non_pv_generation_system + self._nominal_heat_output = None + self._maximum_heat_output = None + self._minimum_heat_output = None + self._heat_efficiency = None + self._nominal_cooling_output = None + self._maximum_cooling_output = None + self._minimum_cooling_output = None + self._cooling_efficiency = None + self._electricity_efficiency = None + self._nominal_electricity_output = None + self._source_medium = None + self._source_temperature = None + self._source_mass_flow = None + self._supply_medium = None + self._maximum_heat_supply_temperature = None + self._minimum_heat_supply_temperature = None + self._maximum_cooling_supply_temperature = None + self._minimum_cooling_supply_temperature = None + self._heat_output_curve = None + self._heat_fuel_consumption_curve = None + self._heat_efficiency_curve = None + self._cooling_output_curve = None + self._cooling_fuel_consumption_curve = None + self._cooling_efficiency_curve = None self._heat_power = None self._cooling_power = None self._electricity_power = None + @property + def nominal_heat_output(self): + """ + Get nominal heat output of heat generation devices in W + :return: float + """ + return self._nominal_heat_output + + @nominal_heat_output.setter + def nominal_heat_output(self, value): + """ + Set nominal heat output of heat generation devices in W + :param value: float + """ + self._nominal_heat_output = value + + @property + def maximum_heat_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_heat_output + + @maximum_heat_output.setter + def maximum_heat_output(self, value): + """ + Set maximum heat output of heat generation devices in W + :param value: float + """ + self._maximum_heat_output = value + + @property + def minimum_heat_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_heat_output + + @minimum_heat_output.setter + def minimum_heat_output(self, value): + """ + Set minimum heat output of heat generation devices in W + :param value: float + """ + self._minimum_heat_output = value + + @property + def source_medium(self): + """ + Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] + :return: string + """ + return self._source_medium + + @source_medium.setter + def source_medium(self, value): + """ + Set source medium from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity] + :param value: [string] + """ + self._source_medium = value + + @property + def supply_medium(self): + """ + Get the supply medium from ['air', 'water'] + :return: string + """ + return self._supply_medium + + @supply_medium.setter + def supply_medium(self, value): + """ + Set the supply medium from ['air', 'water'] + :param value: string + """ + self._supply_medium = value + + @property + def heat_efficiency(self): + """ + Get heat_efficiency + :return: float + """ + return self._heat_efficiency + + @heat_efficiency.setter + def heat_efficiency(self, value): + """ + Set heat_efficiency + :param value: float + """ + self._heat_efficiency = value + + @property + def nominal_cooling_output(self): + """ + Get nominal cooling output of heat generation devices in W + :return: float + """ + return self._nominal_cooling_output + + @nominal_cooling_output.setter + def nominal_cooling_output(self, value): + """ + Set nominal cooling output of heat generation devices in W + :param value: float + """ + self._nominal_cooling_output = value + + @property + def maximum_cooling_output(self): + """ + Get maximum heat output of heat generation devices in W + :return: float + """ + return self._maximum_cooling_output + + @maximum_cooling_output.setter + def maximum_cooling_output(self, value): + """ + Set maximum heat output of heat generation devices in W + :param value: float + """ + self._maximum_cooling_output = value + + @property + def minimum_cooling_output(self): + """ + Get minimum heat output of heat generation devices in W + :return: float + """ + return self._minimum_cooling_output + + @minimum_cooling_output.setter + def minimum_cooling_output(self, value): + """ + Set minimum heat output of heat generation devices in W + :param value: float + """ + self._minimum_cooling_output = value + + @property + def cooling_efficiency(self): + """ + Get cooling_efficiency + :return: float + """ + return self._cooling_efficiency + + @cooling_efficiency.setter + def cooling_efficiency(self, value): + """ + Set cooling_efficiency + :param value: float + """ + self._cooling_efficiency = value + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + + @electricity_efficiency.setter + def electricity_efficiency(self, value): + """ + Set electricity_efficiency + :param value: float + """ + self._electricity_efficiency = value + + @property + def source_temperature(self): + """ + Get source_temperature in degree Celsius + :return: float + """ + return self._source_temperature + + @source_temperature.setter + def source_temperature(self, value): + """ + Set source_temperature in degree Celsius + :param value: float + """ + self._source_temperature = value + + @property + def source_mass_flow(self): + """ + Get source_mass_flow in kg/s + :return: float + """ + return self._source_mass_flow + + @source_mass_flow.setter + def source_mass_flow(self, value): + """ + Set source_mass_flow in kg/s + :param value: float + """ + self._source_mass_flow = value + + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :return: float + """ + return self._nominal_electricity_output + + @nominal_electricity_output.setter + def nominal_electricity_output(self, value): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :param value: float + """ + self._nominal_electricity_output = value + + @property + def maximum_heat_supply_temperature(self): + """ + Get the maximum heat supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @maximum_heat_supply_temperature.setter + def maximum_heat_supply_temperature(self, value): + """ + Set maximum heating supply temperature in degree Celsius + :param value: float + """ + self._maximum_heat_supply_temperature = value + + @property + def minimum_heat_supply_temperature(self): + """ + Get the minimum heat supply temperature in degree Celsius + :return: float + """ + return self._minimum_heat_supply_temperature + + @minimum_heat_supply_temperature.setter + def minimum_heat_supply_temperature(self, value): + """ + Set minimum heating supply temperature in degree Celsius + :param value: float + """ + self._minimum_heat_supply_temperature = value + + @property + def maximum_cooling_supply_temperature(self): + """ + Get the maximum cooling supply temperature in degree Celsius + :return: float + """ + return self._maximum_cooling_supply_temperature + + @maximum_cooling_supply_temperature.setter + def maximum_cooling_supply_temperature(self, value): + """ + Set maximum cooling supply temperature in degree Celsius + :param value: float + """ + self._maximum_cooling_supply_temperature = value + + @property + def minimum_cooling_supply_temperature(self): + """ + Get the minimum cooling supply temperature in degree Celsius + :return: float + """ + return self._minimum_cooling_supply_temperature + + @minimum_cooling_supply_temperature.setter + def minimum_cooling_supply_temperature(self, value): + """ + Set minimum cooling supply temperature in degree Celsius + :param value: float + """ + self._minimum_cooling_supply_temperature = value + + @property + def heat_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_output_curve + + @heat_output_curve.setter + def heat_output_curve(self, value): + """ + Set the heat output curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_output_curve = value + + @property + def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_fuel_consumption_curve + + @heat_fuel_consumption_curve.setter + def heat_fuel_consumption_curve(self, value): + """ + Set the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_fuel_consumption_curve = value + + @property + def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._heat_efficiency_curve + + @heat_efficiency_curve.setter + def heat_efficiency_curve(self, value): + """ + Set the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + self._heat_efficiency_curve = value + + @property + def cooling_output_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heat output curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_output_curve + + @cooling_output_curve.setter + def cooling_output_curve(self, value): + """ + Set the cooling output curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_output_curve = value + + @property + def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_fuel_consumption_curve + + @cooling_fuel_consumption_curve.setter + def cooling_fuel_consumption_curve(self, value): + """ + Set the heating fuel consumption curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_fuel_consumption_curve = value + + @property + def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: + """ + Get the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + return self._cooling_efficiency_curve + + @cooling_efficiency_curve.setter + def cooling_efficiency_curve(self, value): + """ + Set the heating efficiency curve of the heat generation device + :return: PerformanceCurve + """ + self._cooling_efficiency_curve = value + @property def heat_power(self): """ @@ -70,194 +478,3 @@ class NonPvGenerationSystem(GenericGenerationSystem): """ self._electricity_power = value - @property - def nominal_heat_output(self): - """ - Get nominal heat output of heat generation devices in W - :return: float - """ - return self._non_pv_generation_system.nominal_heat_output - - @property - def maximum_heat_output(self): - """ - Get maximum heat output of heat generation devices in W - :return: float - """ - return self._non_pv_generation_system.maximum_heat_output - - @property - def minimum_heat_output(self): - """ - Get minimum heat output of heat generation devices in W - :return: float - """ - return self._non_pv_generation_system.minimum_heat_output - - @property - def source_medium(self): - """ - Get source_type from [air, water, ground, district_heating, grid, on_site_electricity] - :return: string - """ - return self._non_pv_generation_system.source_medium - - @property - def supply_medium(self): - """ - Get the supply medium from ['air', 'water'] - :return: string - """ - return self._non_pv_generation_system.supply_medium - - @property - def heat_efficiency(self): - """ - Get heat_efficiency - :return: float - """ - return self._non_pv_generation_system.heat_efficiency - - @property - def nominal_cooling_output(self): - """ - Get nominal cooling output of heat generation devices in W - :return: float - """ - return self._non_pv_generation_system.nominal_cooling_output - - @property - def maximum_cooling_output(self): - """ - Get maximum heat output of heat generation devices in W - :return: float - """ - return self._non_pv_generation_system.maximum_cooling_output - - @property - def minimum_cooling_output(self): - """ - Get minimum heat output of heat generation devices in W - :return: float - """ - return self._non_pv_generation_system.minimum_cooling_output - - @property - def cooling_efficiency(self): - """ - Get cooling_efficiency - :return: float - """ - return self._non_pv_generation_system.cooling_efficiency - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._non_pv_generation_system.electricity_efficiency - - @property - def source_temperature(self): - """ - Get source_temperature in degree Celsius - :return: float - """ - return self._non_pv_generation_system.source_temperature - - @property - def source_mass_flow(self): - """ - Get source_mass_flow in kg/s - :return: float - """ - return self._non_pv_generation_system.source_mass_flow - - @property - def nominal_electricity_output(self): - """ - Get nominal_power_output of electricity generation devices or inverters in W - :return: float - """ - return self._non_pv_generation_system.nominal_electricity_output - - @property - def maximum_heat_supply_temperature(self): - """ - Get the maximum heat supply temperature in degree Celsius - :return: float - """ - return self._non_pv_generation_system.maximum_heat_supply_temperature - - @property - def minimum_heat_supply_temperature(self): - """ - Get the minimum heat supply temperature in degree Celsius - :return: float - """ - return self._non_pv_generation_system.minimum_heat_supply_temperature - - @property - def maximum_cooling_supply_temperature(self): - """ - Get the maximum cooling supply temperature in degree Celsius - :return: float - """ - return self._non_pv_generation_system.maximum_cooling_supply_temperature - - @property - def minimum_cooling_supply_temperature(self): - """ - Get the minimum cooling supply temperature in degree Celsius - :return: float - """ - return self._non_pv_generation_system.minimum_cooling_supply_temperature - - @property - def heat_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._non_pv_generation_system.heat_output_curve - - @property - def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._non_pv_generation_system.heat_fuel_consumption_curve - - @property - def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._non_pv_generation_system.heat_efficiency_curve - - @property - def cooling_output_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heat output curve of the heat generation device - :return: PerformanceCurve - """ - return self._non_pv_generation_system.cooling_output_curve - - @property - def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating fuel consumption curve of the heat generation device - :return: PerformanceCurve - """ - return self._non_pv_generation_system.cooling_fuel_consumption_curve - - @property - def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]: - """ - Get the heating efficiency curve of the heat generation device - :return: PerformanceCurve - """ - return self._non_pv_generation_system.cooling_efficiency_curve diff --git a/hub/city_model_structure/energy_systems/pv_generation_system.py b/hub/city_model_structure/energy_systems/pv_generation_system.py index ef915aaf..13409c7e 100644 --- a/hub/city_model_structure/energy_systems/pv_generation_system.py +++ b/hub/city_model_structure/energy_systems/pv_generation_system.py @@ -1,22 +1,192 @@ """ -PV generation system definition +PV energy generation system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.generation_system import GenerationSystem -class PvGenerationSystem(GenericGenerationSystem): +class PvGenerationSystem(GenerationSystem): """ PvGenerationSystem class """ - def __init__(self, generic_pv_generation_system): + def __init__(self): super().__init__() - self._generic_pv_generation_system = generic_pv_generation_system + self._electricity_efficiency = None + self._nominal_electricity_output = None + self._nominal_ambient_temperature = None + self._nominal_cell_temperature = None + self._nominal_radiation = None + self._standard_test_condition_cell_temperature = None + self._standard_test_condition_maximum_power = None + self._cell_temperature_coefficient = None + self._width = None + self._height = None self._electricity_power = None + @property + def nominal_electricity_output(self): + """ + Get nominal_power_output of electricity generation devices or inverters in W + :return: float + """ + return self._nominal_electricity_output + + @nominal_electricity_output.setter + def nominal_electricity_output(self, value): + """ + Set nominal_power_output of electricity generation devices or inverters in W + :param value: float + """ + self._nominal_electricity_output = value + + @property + def electricity_efficiency(self): + """ + Get electricity_efficiency + :return: float + """ + return self._electricity_efficiency + + @electricity_efficiency.setter + def electricity_efficiency(self, value): + """ + Set electricity_efficiency + :param value: float + """ + self._electricity_efficiency = value + + @property + def nominal_ambient_temperature(self): + """ + Get nominal ambient temperature of PV panels in degree Celsius + :return: float + """ + return self._nominal_ambient_temperature + + @nominal_ambient_temperature.setter + def nominal_ambient_temperature(self, value): + """ + Set nominal ambient temperature of PV panels in degree Celsius + :param value: float + """ + self._nominal_ambient_temperature = value + + @property + def nominal_cell_temperature(self): + """ + Get nominal cell temperature of PV panels in degree Celsius + :return: float + """ + return self._nominal_cell_temperature + + @nominal_cell_temperature.setter + def nominal_cell_temperature(self, value): + """ + Set nominal cell temperature of PV panels in degree Celsius + :param value: float + """ + self._nominal_cell_temperature = value + + @property + def nominal_radiation(self): + """ + Get nominal radiation of PV panels + :return: float + """ + return self._nominal_radiation + + @nominal_radiation.setter + def nominal_radiation(self, value): + """ + Set nominal radiation of PV panels + :param value: float + """ + self._nominal_radiation = value + + @property + def standard_test_condition_cell_temperature(self): + """ + Get standard test condition cell temperature of PV panels in degree Celsius + :return: float + """ + return self._standard_test_condition_cell_temperature + + @standard_test_condition_cell_temperature.setter + def standard_test_condition_cell_temperature(self, value): + """ + Set standard test condition cell temperature of PV panels in degree Celsius + :param value: float + """ + self._standard_test_condition_cell_temperature = value + + @property + def standard_test_condition_maximum_power(self): + """ + Get standard test condition maximum power of PV panels in W + :return: float + """ + return self._standard_test_condition_maximum_power + + @standard_test_condition_maximum_power.setter + def standard_test_condition_maximum_power(self, value): + """ + Set standard test condition maximum power of PV panels in W + :param value: float + """ + self._standard_test_condition_maximum_power = value + + @property + def cell_temperature_coefficient(self): + """ + Get cell temperature coefficient of PV module + :return: float + """ + return self._cell_temperature_coefficient + + @cell_temperature_coefficient.setter + def cell_temperature_coefficient(self, value): + """ + Set cell temperature coefficient of PV module + :param value: float + """ + self._cell_temperature_coefficient = value + + @property + def width(self): + """ + Get PV module width in m + :return: float + """ + return self._width + + @width.setter + def width(self, value): + """ + Set PV module width in m + :param value: float + """ + self._width = value + + @property + def height(self): + """ + Get PV module height in m + :return: float + """ + return self._height + + @height.setter + def height(self, value): + """ + Set PV module height in m + :param value: float + """ + self._height = value + @property def electricity_power(self): """ @@ -32,83 +202,3 @@ class PvGenerationSystem(GenericGenerationSystem): :param value: float """ self._electricity_power = value - - @property - def nominal_electricity_output(self): - """ - Get nominal_power_output of electricity generation devices or inverters in W - :return: float - """ - return self._generic_pv_generation_system.nominal_electricity_output - - @property - def electricity_efficiency(self): - """ - Get electricity_efficiency - :return: float - """ - return self._generic_pv_generation_system.electricity_efficiency - - @property - def nominal_ambient_temperature(self): - """ - Get nominal ambient temperature of PV panels in degree Celsius - :return: float - """ - return self._generic_pv_generation_system.nominal_ambient_temperature - - @property - def nominal_cell_temperature(self): - """ - Get nominal cell temperature of PV panels in degree Celsius - :return: float - """ - return self._generic_pv_generation_system.nominal_cell_temperature - - @property - def nominal_radiation(self): - """ - Get nominal radiation of PV panels - :return: float - """ - return self._generic_pv_generation_system.nominal_radiation - - @property - def standard_test_condition_cell_temperature(self): - """ - Get standard test condition cell temperature of PV panels in degree Celsius - :return: float - """ - return self._generic_pv_generation_system.standard_test_condition_cell_temperature - - @property - def standard_test_condition_maximum_power(self): - """ - Get standard test condition maximum power of PV panels in W - :return: float - """ - return self._generic_pv_generation_system.standard_test_condition_maximum_power - - @property - def cell_temperature_coefficient(self): - """ - Get cell temperature coefficient of PV module - :return: float - """ - return self._generic_pv_generation_system.cell_temperature_coefficient - - @property - def width(self): - """ - Get PV module width in m - :return: float - """ - return self._generic_pv_generation_system.width - - @property - def height(self): - """ - Get PV module height in m - :return: float - """ - return self._generic_pv_generation_system.height diff --git a/hub/city_model_structure/energy_systems/thermal_storage_system.py b/hub/city_model_structure/energy_systems/thermal_storage_system.py index 1dc70c88..0f7f6a12 100644 --- a/hub/city_model_structure/energy_systems/thermal_storage_system.py +++ b/hub/city_model_structure/energy_systems/thermal_storage_system.py @@ -1,61 +1,32 @@ """ -Energy System catalog heat generation system +Thermal storage system SPDX - License - Identifier: LGPL - 3.0 - or -later Copyright © 2023 Concordia CERC group -Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca -Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca +Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca """ +from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem from hub.city_model_structure.building_demand.layer import Layer -class ThermalStorageSystem: - def __init__(self, generic_thermal_storage_system): - self._generic_thermal_storage_system = generic_thermal_storage_system - self._model_name = None - self._manufacturer = None +class ThermalStorageSystem(EnergyStorageSystem): + """" + Thermal Storage System Class + """ + + def __init__(self): + + super().__init__() self._volume = None self._height = None self._layers = None self._maximum_operating_temperature = None - self._generic_storage_system = None - - @property - def model_name(self): - """ - Get the model name - :return: string - """ - return self._model_name - - @model_name.setter - def model_name(self, value): - """ - Set the model name - :return: string - """ - self._model_name = value - - @property - def manufacturer(self): - """ - Get the manufacturer name - :return: string - """ - return self._manufacturer - - @manufacturer.setter - def manufacturer(self, value): - """ - Set the manufacturer name - :return: string - """ - self._manufacturer = value @property def volume(self): """ - Get the volume of thermal storage in m3 + Get the physical volume of the storage system in cubic meters :return: float """ return self._volume @@ -63,15 +34,15 @@ class ThermalStorageSystem: @volume.setter def volume(self, value): """ - Set the thermal storage volume in m3 - :return: float + Set the physical volume of the storage system in cubic meters + :param value: float """ self._volume = value @property def height(self): """ - Get the storage height in m + Get the diameter of the storage system in meters :return: float """ return self._height @@ -79,31 +50,31 @@ class ThermalStorageSystem: @height.setter def height(self, value): """ - Set the storage height in m - :return: float + Set the diameter of the storage system in meters + :param value: float """ self._height = value @property - def generic_storage_system(self) -> GenericStorageSystem: + def layers(self) -> [Layer]: """ - Get associated generic_storage_system - :return: GenericStorageSystem + Get construction layers + :return: [layer] """ - return self._generic_storage_system + return self._layers - @generic_storage_system.setter - def generic_storage_system(self, value): + @layers.setter + def layers(self, value): """ - Set associated generic_storage_system - :param value: GenericStorageSystem + Set construction layers + :param value: [layer] """ - self._generic_storage_system = value + self._layers = value @property def maximum_operating_temperature(self): """ - Get the storage maximum operating temperature in degree Celsius + Get maximum operating temperature of the storage system in degree Celsius :return: float """ return self._maximum_operating_temperature @@ -111,23 +82,7 @@ class ThermalStorageSystem: @maximum_operating_temperature.setter def maximum_operating_temperature(self, value): """ - Set the storage maximum operating temperature in degree Celsius - :return: float + Set maximum operating temperature of the storage system in degree Celsius + :param value: float """ self._maximum_operating_temperature = value - - @property - def layers(self) -> [Layer]: - """ - Get the storage system layers - :return: Layer - """ - return self._layers - - @layers.setter - def layers(self, value): - """ - Set the storage system layers - :return: Layer - """ - self._layers = value diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index 972da034..a5ff316b 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -8,20 +8,13 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca import logging import copy -from pandas import DataFrame - from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory -from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem -from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem -from hub.city_model_structure.energy_systems.generic_non_pv_generation_system import GenericNonPvGenerationSystem -from hub.city_model_structure.energy_systems.generic_pv_generation_system import GenericPvGenerationSystem -from hub.city_model_structure.energy_systems.generic_electrical_storage_system import GenericElectricalStorageSystem -from hub.city_model_structure.energy_systems.generic_thermal_storage_system import GenericThermalStorageSystem -from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem - from hub.city_model_structure.energy_systems.energy_system import EnergySystem -from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem +from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem +from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem +from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem +from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.helpers.dictionaries import Dictionaries @@ -41,10 +34,6 @@ class MontrealCustomEnergySystemParameters: """ city = self._city montreal_custom_catalog = EnergySystemsCatalogFactory('montreal_custom').catalog - if city.energy_systems_connection_table is None: - _energy_systems_connection_table = DataFrame(columns=['Energy System Type', 'Building']) - else: - _energy_systems_connection_table = city.energy_systems_connection_table if city.generic_energy_systems is None: _generic_energy_systems = {} else: @@ -58,16 +47,12 @@ class MontrealCustomEnergySystemParameters: archetype_name) continue - _energy_systems_connection_table, _generic_energy_systems = self._create_generic_systems( - archetype, - building, - _energy_systems_connection_table, - _generic_energy_systems - ) - city.energy_systems_connection_table = _energy_systems_connection_table + if archetype.name not in _generic_energy_systems: + _generic_energy_systems = self._create_generic_systems_list(archetype, _generic_energy_systems) + city.generic_energy_systems = _generic_energy_systems - self._associate_energy_systems(city) + self._assign_energy_systems_to_buildings(city) @staticmethod def _search_archetypes(catalog, name): @@ -77,108 +62,88 @@ class MontrealCustomEnergySystemParameters: return building_archetype raise KeyError('archetype not found') - @staticmethod - def _create_generic_systems(archetype, building, - _energy_systems_connection_table, _generic_energy_systems): - data = [archetype.name, building.name] - _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data - if archetype.name not in _generic_energy_systems: - building_systems = [] - for system in archetype.systems: - energy_system = GenericEnergySystem() - _hub_demand_types = [] - for demand_type in system.demand_types: - _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) - energy_system.name = system.name - energy_system.demand_types = _hub_demand_types + def _create_generic_systems_list(self, archetype, _generic_energy_systems): + building_systems = [] + for archetype_system in archetype.systems: + energy_system = EnergySystem() + _hub_demand_types = [] + for demand_type in archetype_system.demand_types: + _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) + energy_system.name = archetype_system.name + energy_system.demand_types = _hub_demand_types + energy_system.generation_systems = self._create_generation_systems(archetype_system) + energy_system.distribution_systems = self._create_distribution_systems(archetype_system) + building_systems.append(energy_system) - _generation_systems = [] - for catalog_generation_system in system.generation_systems: - if catalog_generation_system.system_type == 'PV system': - _generation_system = GenericPvGenerationSystem() - _type = 'PV system' - _generation_system.type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] - _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[catalog_generation_system.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.electricity_efficiency = catalog_generation_system.electricity_efficiency - _generic_storage_system = None - if catalog_generation_system.energy_storage_systems is not None: - _generic_storage_system = GenericElectricalStorageSystem() - _generic_storage_system.type_energy_stored = 'electrical' - _generation_system.generic_storage_systems = [_generic_storage_system] + _generic_energy_systems[archetype.name] = building_systems + + return _generic_energy_systems + + @staticmethod + def _create_generation_systems(archetype_system): + _generation_systems = [] + for archetype_generation_system in archetype_system.generation_systems: + if archetype_generation_system.system_type == 'PV system': + _generation_system = PvGenerationSystem() + _type = 'PV system' + _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency + _generic_storage_system = None + if archetype_generation_system.energy_storage_systems is not None: + _generic_storage_system = ElectricalStorageSystem() + _generic_storage_system.type_energy_stored = 'electrical' + _generation_system.energy_storage_systems = [_generic_storage_system] + else: + _generation_system = NonPvGenerationSystem() + _type = archetype_generation_system.system_type + _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = archetype_generation_system.source_medium + _generation_system.heat_efficiency = archetype_generation_system.heat_efficiency + _generation_system.cooling_efficiency = archetype_generation_system.cooling_efficiency + _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency + _generic_storage_system = None + if archetype_generation_system.energy_storage_systems is not None: + if archetype_generation_system.energy_storage_systems.type_energy_stored == 'electrical': + _generic_storage_system = ElectricalStorageSystem() + _generic_storage_system.type_energy_stored = 'electrical' else: - _generation_system = GenericNonPvGenerationSystem() - _type = catalog_generation_system.system_type - _generation_system.type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] - _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[catalog_generation_system.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.source_types = catalog_generation_system.source_medium - _generation_system.heat_efficiency = catalog_generation_system.heat_efficiency - _generation_system.cooling_efficiency = catalog_generation_system.cooling_efficiency - _generation_system.electricity_efficiency = catalog_generation_system.electricity_efficiency - _generic_storage_system = None - if catalog_generation_system.energy_storage_systems is not None: - if catalog_generation_system.energy_storage_systems.type_energy_stored == 'electrical': - _generic_storage_system = GenericElectricalStorageSystem() - _generic_storage_system.type_energy_stored = 'electrical' - else: - _generic_storage_system = GenericThermalStorageSystem() - _generic_storage_system.type_energy_stored = 'thermal' - _generation_system.generic_storage_systems = [_generic_storage_system] - _generation_systems.append(_generation_system) - energy_system.generation_systems = _generation_systems - - _distribution_systems = [] - for catalog_distribution_system in system.distribution_systems: - _distribution_system = GenericDistributionSystem() - _distribution_system.type = catalog_distribution_system.type - _distribution_system.distribution_consumption_fix_flow = \ - catalog_distribution_system.distribution_consumption_fix_flow - _distribution_system.distribution_consumption_variable_flow = \ - catalog_distribution_system.distribution_consumption_variable_flow - _distribution_system.heat_losses = catalog_distribution_system.heat_losses - _emission_system = None - if catalog_distribution_system.emission_systems is not None: - _emission_system = GenericEmissionSystem() - _distribution_system.generic_emission_systems = [_emission_system] - _distribution_systems.append(_distribution_system) - energy_system.distribution_systems = _distribution_systems - - building_systems.append(energy_system) - - _generic_energy_systems[archetype.name] = building_systems - - return _energy_systems_connection_table, _generic_energy_systems + _generic_storage_system = ThermalStorageSystem() + _generic_storage_system.type_energy_stored = 'thermal' + _generation_system.energy_storage_systems = [_generic_storage_system] + _generation_systems.append(_generation_system) + return _generation_systems @staticmethod - def _associate_energy_systems(city): - energy_systems_connection = city.energy_systems_connection_table + def _create_distribution_systems(archetype_system): + _distribution_systems = [] + for archetype_distribution_system in archetype_system.distribution_systems: + _distribution_system = DistributionSystem() + _distribution_system.type = archetype_distribution_system.type + _distribution_system.distribution_consumption_fix_flow = \ + archetype_distribution_system.distribution_consumption_fix_flow + _distribution_system.distribution_consumption_variable_flow = \ + archetype_distribution_system.distribution_consumption_variable_flow + _distribution_system.heat_losses = archetype_distribution_system.heat_losses + _emission_system = None + if archetype_distribution_system.emission_systems is not None: + _emission_system = EmissionSystem() + _distribution_system.emission_systems = [_emission_system] + _distribution_systems.append(_distribution_system) + return _distribution_systems + + @staticmethod + def _assign_energy_systems_to_buildings(city): for building in city.buildings: _building_energy_systems = [] - energy_systems = energy_systems_connection['Energy System Type'][ - energy_systems_connection['Building'] == building.name] - for energy_system in energy_systems: - if str(energy_system) == 'nan': - break - _generic_building_energy_systems = city.generic_energy_systems[energy_system] - for _generic_building_energy_system in _generic_building_energy_systems: - _building_energy_equipment = EnergySystem() - _building_energy_equipment.name = _generic_building_energy_system.name - _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types + energy_systems_cluster_name = building.energy_systems_archetype_name + if str(energy_systems_cluster_name) == 'nan': + break + _generic_building_energy_systems = city.generic_energy_systems[energy_systems_cluster_name] + for _generic_building_energy_system in _generic_building_energy_systems: + _building_energy_systems.append(copy.deepcopy(_generic_building_energy_system)) - _building_distribution_system = DistributionSystem() - _building_distribution_system.generic_distribution_system = \ - copy.deepcopy(_generic_building_energy_system.distribution_systems) - _building_emission_system = EmissionSystem() - _building_emission_system.generic_emission_system = \ - copy.deepcopy(_generic_building_energy_system.emission_systems) - _building_generation_system = GenerationSystem() - _building_generation_system.generic_generation_system = \ - copy.deepcopy(_generic_building_energy_system.generation_systems) - - _building_energy_equipment.generation_systems = _building_generation_system - _building_energy_equipment.distribution_systems = _building_distribution_system - _building_energy_equipment.emission_systems = _building_emission_system - - _building_energy_systems.append(_building_energy_equipment) building.energy_systems = _building_energy_systems diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 30ca9465..722ae153 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -16,8 +16,8 @@ from hub.city_model_structure.energy_systems.distribution_system import Distribu from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.city_model_structure.energy_systems.energy_system import EnergySystem from hub.city_model_structure.energy_systems.generation_system import GenerationSystem -from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem -from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem +from hub.city_model_structure.energy_systems.energy_system import EnergySystem +from hub.city_model_structure.energy_systems.generation_system import GenerationSystem from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem from hub.helpers.dictionaries import Dictionaries @@ -79,7 +79,7 @@ class NorthAmericaCustomEnergySystemParameters: data = [archetype.name, building.name] _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data for system in archetype.systems: - energy_system = GenericEnergySystem() + energy_system = EnergySystem() _hub_demand_types = [] demand_types = system.demand_types if isinstance(demand_types, str): @@ -91,7 +91,7 @@ class NorthAmericaCustomEnergySystemParameters: archetype_generation_equipments = system.generation_systems _generation_systems = [] for archetype_generation_equipment in archetype_generation_equipments: - _generation_system = GenericGenerationSystem() + _generation_system = GenerationSystem() _type = archetype_generation_equipment.name _generation_system.type = Dictionaries().north_america_system_to_hub_energy_generation_system[_type] _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 420e4172..5dde6abf 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -9,6 +9,7 @@ import subprocess from pathlib import Path from unittest import TestCase import copy +from typing import cast import hub.helpers.constants as cte from hub.exports.energy_building_exports_factory import EnergyBuildingsExportsFactory @@ -25,6 +26,8 @@ from hub.city_model_structure.energy_systems.generation_system import Generation from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem +from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem + class TestSystemsFactory(TestCase): """ @@ -54,7 +57,6 @@ class TestSystemsFactory(TestCase): building.energy_systems_archetype_name = 'system 1 gas' EnergySystemsFactory('montreal_custom', self._city).enrich() - self.assertEqual(17, len(self._city.energy_systems_connection_table)) self.assertEqual(1, len(self._city.generic_energy_systems)) def test_montreal_custom_system_results(self): @@ -78,39 +80,15 @@ class TestSystemsFactory(TestCase): building.energy_systems_archetype_name = 'system 1 gas pv' EnergySystemsFactory('montreal_custom', self._city).enrich() # Need to assign energy systems to buildings: - energy_systems_connection = self._city.energy_systems_connection_table for building in self._city.buildings: _building_energy_systems = [] - energy_systems = energy_systems_connection['Energy System Type'][ - energy_systems_connection['Building'] == building.name] - for energy_system in energy_systems: - _generic_building_energy_systems = self._city.generic_energy_systems[energy_system] - for _generic_building_energy_system in _generic_building_energy_systems: - _building_energy_equipment = EnergySystem() - _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types - - _building_distribution_system = DistributionSystem() - _building_distribution_system.generic_distribution_system = ( - copy.deepcopy(_generic_building_energy_system.distribution_systems) - ) - _building_emission_system = EmissionSystem() - _building_emission_system.generic_emission_system = ( - copy.deepcopy(_generic_building_energy_system.emission_systems) - ) - _building_generation_system = GenerationSystem() - _building_generation_system.generic_generation_system = ( - copy.deepcopy(_generic_building_energy_system.generation_systems) - ) - if cte.HEATING in _building_energy_equipment.demand_types: - _building_generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] - if cte.COOLING in _building_energy_equipment.demand_types: - _building_generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] - _building_energy_equipment.generation_systems = _building_generation_system - _building_energy_equipment.distribution_systems = _building_distribution_system - _building_energy_equipment.emission_systems = _building_emission_system - - _building_energy_systems.append(_building_energy_equipment) - building.energy_systems = _building_energy_systems + for energy_system in building.energy_systems: + if cte.HEATING in energy_system.demand_types: + _generation_system = cast(NonPvGenerationSystem, energy_system.generation_systems[0]) + _generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] + if cte.COOLING in energy_system.demand_types: + _generation_system = cast(NonPvGenerationSystem, energy_system.generation_systems[0]) + _generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] for building in self._city.buildings: self.assertLess(0, building.heating_consumption[cte.YEAR][0]) From c6d4feec8929cbac698b3c8b0a3df1aa13c7ece8 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 16 Oct 2023 16:44:53 -0400 Subject: [PATCH 083/101] Modified the classes and the north amercia catalog importer based on the changes Pilar made in the data model structure --- .../energy_systems/generation_system.py | 11 +- .../non_pv_generation_system.py | 4 +- .../energy_systems/pv_generation_system.py | 4 +- .../north_america_energy_system_catalog.py | 158 ++++++------------ .../energy_systems/north_america_systems.xml | 47 +++--- tests/test_systems_catalog.py | 20 ++- 6 files changed, 110 insertions(+), 134 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/generation_system.py b/hub/catalog_factories/data_models/energy_systems/generation_system.py index 1b43a183..cb4b1e9d 100644 --- a/hub/catalog_factories/data_models/energy_systems/generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/generation_system.py @@ -19,9 +19,10 @@ class GenerationSystem(ABC): Heat Generation system class """ - def __init__(self, system_id, model_name=None, manufacturer=None, fuel_type=None, + def __init__(self, system_id, name, model_name=None, manufacturer=None, fuel_type=None, distribution_systems=None, energy_storage_systems=None): self._system_id = system_id + self._name = name self._model_name = model_name self._manufacturer = manufacturer self._fuel_type = fuel_type @@ -36,6 +37,14 @@ class GenerationSystem(ABC): """ return self._system_id + @property + def name(self): + """ + Get system name + :return: string + """ + return self._name + @property def system_type(self): """ diff --git a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py index 7f622382..a33490d4 100644 --- a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py @@ -16,7 +16,7 @@ class NonPvGenerationSystem(GenerationSystem): Non PV Generation system class """ - def __init__(self, system_id, system_type, model_name=None, manufacturer=None, fuel_type=None, + def __init__(self, system_id, name, system_type, model_name=None, manufacturer=None, fuel_type=None, nominal_heat_output=None, maximum_heat_output=None, minimum_heat_output=None, source_medium=None, supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, maximum_cooling_output=None, minimum_cooling_output=None, cooling_efficiency=None, electricity_efficiency=None, @@ -26,7 +26,7 @@ class NonPvGenerationSystem(GenerationSystem): heat_fuel_consumption_curve=None, heat_efficiency_curve=None, cooling_output_curve=None, cooling_fuel_consumption_curve=None, cooling_efficiency_curve=None, distribution_systems=None, energy_storage_systems=None): - super().__init__(system_id=system_id, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type, + super().__init__(system_id=system_id, name=name, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type, distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) self._system_type = system_type self._nominal_heat_output = nominal_heat_output diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 5aa272b7..232d5402 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -14,12 +14,12 @@ class PvGenerationSystem(GenerationSystem): Electricity Generation system class """ - def __init__(self, system_id, model_name=None, manufacturer=None, electricity_efficiency=None, + def __init__(self, system_id, name, model_name=None, manufacturer=None, electricity_efficiency=None, nominal_electricity_output=None, nominal_ambient_temperature=None, nominal_cell_temperature=None, nominal_radiation=None, standard_test_condition_cell_temperature=None, standard_test_condition_maximum_power=None, cell_temperature_coefficient=None, width=None, height=None, distribution_systems=None, energy_storage_systems=None): - super().__init__(system_id=system_id, model_name=model_name, + super().__init__(system_id=system_id, name=name, model_name=model_name, manufacturer=manufacturer, fuel_type='renewable', distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) self._system_type = 'PV system' diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index ee7873cc..55fa4bf4 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -28,8 +28,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): path = str(path / 'north_america_systems.xml') with open(path, 'r', encoding='utf-8') as xml: self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules', 'templateStorages']) - self._generation_components = self._load_generation_components() + self._storage_components = self._load_storage_components() + self._generation_components = self._load_generation_components() self._systems = self._load_systems() self._system_archetypes = self._load_archetypes() self._content = Content(self._system_archetypes, @@ -39,12 +40,18 @@ class NorthAmericaEnergySystemCatalog(Catalog): def _load_generation_components(self): generation_components = [] boilers = self._archetypes['EnergySystemCatalog']['energy_generation_components']['boilers'] + print(len(boilers)) heat_pumps = self._archetypes['EnergySystemCatalog']['energy_generation_components']['heatPumps'] + print(len(heat_pumps)) photovoltaics = self._archetypes['EnergySystemCatalog']['energy_generation_components']['photovoltaicModules'] + print(len(photovoltaics)) templates = self._archetypes['EnergySystemCatalog']['energy_generation_components']['templateGenerationEquipments'] + print(len(templates)) for boiler in boilers: + print(boiler) boiler_id = boiler['@generation_id'] - system_type = boiler['@name'] + name = boiler['@name'] + system_type = 'Boiler' boiler_model_name = boiler['@modelName'] boiler_manufacturer = boiler['@manufacturer'] boiler_fuel_type = boiler['@fuel'] @@ -53,7 +60,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): boiler_minimum_heat_output = float(boiler['@minimumHeatOutput']) boiler_heat_efficiency = float(boiler['@nominalEfficiency']) boiler_component = NonPvGenerationSystem(boiler_id, - system_type, + name=name, + system_type=system_type, model_name=boiler_model_name, manufacturer=boiler_manufacturer, fuel_type=boiler_fuel_type, @@ -64,7 +72,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): generation_components.append(boiler_component) for heat_pump in heat_pumps: heat_pump_id = heat_pump['@generation_id'] - system_type = heat_pump['@name'] + name = heat_pump['@name'] + system_type = 'Heat Pump' heat_pump_model_name = heat_pump['@modelName'] heat_pump_manufacturer = heat_pump['@manufacturer'] heat_pump_fuel_type = heat_pump['@fuel'] @@ -85,7 +94,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): cop_curve = PerformanceCurves(cop_curve_type, dependant_variable, parameters, coefficients) heat_pump_component = NonPvGenerationSystem(heat_pump_id, - system_type, + name=name, + system_type=system_type, model_name=heat_pump_model_name, manufacturer=heat_pump_manufacturer, fuel_type=heat_pump_fuel_type, @@ -103,6 +113,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): generation_components.append(heat_pump_component) for pv in photovoltaics: pv_id = pv['@generation_id'] + name = pv['@name'] pv_model_name = pv['@modelName'] pv_manufacturer = pv['@manufacturer'] pv_electricity_efficiency = pv['@nominalEfficiency'] @@ -117,6 +128,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): height = float(pv['@height']) pv_component = PvGenerationSystem(pv_id, + name=name, model_name=pv_model_name, manufacturer=pv_manufacturer, electricity_efficiency=pv_electricity_efficiency, @@ -130,45 +142,26 @@ class NorthAmericaEnergySystemCatalog(Catalog): width=width, height=height) generation_components.append(pv_component) + for template in templates: system_id = template['@generation_id'] system_name = template['@name'] + if 'storage_id' in template.keys(): + storage_component = template['storage_id'] + storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component) + energy_storage_system = storage_systems + else: + energy_storage_system = None if "Boiler" in system_name: system_type = 'boiler' fuel_type = template['@fuel'] heat_efficiency = float(template['@nominalEfficiency']) - source_medium = None - supply_medium = None - boiler_template = GenerationSystem(system_id, - system_name, - None, - None, - system_type, - fuel_type, - None, - None, - None, - source_medium, - supply_medium, - heat_efficiency, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None) + boiler_template = NonPvGenerationSystem(system_id=system_id, + name=system_name, + system_type=system_type, + fuel_type=fuel_type, + heat_efficiency=heat_efficiency, + energy_storage_systems=energy_storage_system) generation_components.append(boiler_template) elif "Heat Pump" in system_name: system_type = 'heat pump' @@ -176,55 +169,23 @@ class NorthAmericaEnergySystemCatalog(Catalog): heat_efficiency = template['@nominalCOP'] source_medium = template['@heatSource'] supply_medium = template['@supply_medium'] - heat_pump_template = GenerationSystem(system_id, - system_name, - None, - None, - system_type, - fuel_type, - None, - None, - None, - source_medium, - supply_medium, - heat_efficiency, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None, - None) + heat_pump_template = NonPvGenerationSystem(system_id=system_id, + name=system_name, + system_type=system_type, + source_medium=source_medium, + supply_medium=supply_medium, + fuel_type=fuel_type, + heat_efficiency=heat_efficiency) generation_components.append(heat_pump_template) else: electricity_efficiency = float(template['@nominalEfficiency']) height = float(template['@height']) width = float(template['@width']) - pv_template = PvGenerationSystem(system_id, - system_name, - None, - None, - electricity_efficiency, - None, - None, - None, - None, - None, - None, - None, - width, - height) + pv_template = PvGenerationSystem(system_id=system_id, + name=system_name, + electricity_efficiency=electricity_efficiency, + width=width, + height=height) generation_components.append(pv_template) return generation_components @@ -235,7 +196,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): template_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['templateStorages'] for tes in thermal_storages: storage_id = tes['@storage_id'] - name = tes['@name'] model_name = tes['@modelName'] manufacturer = tes['@manufacturer'] storage_type = 'sensible' @@ -254,7 +214,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = ThermalStorageSystem(storage_id, - name, model_name, manufacturer, storage_type, @@ -268,7 +227,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): for template in template_storages: storage_id = template['@storage_id'] - name = template['@name'] storage_type = 'sensible' maximum_temperature = template['@maxTemp'] height = template['physical_characteristics']['@height'] @@ -284,7 +242,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = ThermalStorageSystem(storage_id, - name, None, None, storage_type, @@ -306,19 +263,12 @@ class NorthAmericaEnergySystemCatalog(Catalog): demands = system['demands']['demand'] generation_components = system['components']['generation_id'] generation_systems = self._search_generation_equipment(self._load_generation_components(), generation_components) - if 'storage_id' in system['components'].keys(): - storage_components = system['components']['storage_id'] - storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_components) - else: - storage_systems = None - energy_system = System(None, - system_id, - name, - demands, - generation_systems, - None, - None, - storage_systems) + energy_system = System(system_id=system_id, + name=name, + demand_types=demands, + generation_systems=generation_systems, + distribution_systems=None, + configuration_schema=None) _catalog_systems.append(energy_system) return _catalog_systems @@ -333,7 +283,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): for system_archetype in self._systems: if int(system_archetype.id) in integer_system_ids: _systems.append(system_archetype) - _system_archetypes.append(Archetype(None, name, _systems)) + _system_archetypes.append(Archetype(name=name, systems=_systems)) return _system_archetypes def _load_materials(self): @@ -411,8 +361,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): _names['systems'].append(system.name) for equipment in self._content.generation_equipments: _names['generation_equipments'].append(equipment.name) - for equipment in self._content.storage_equipments: - _names['storage_equipments'].append(equipment.name) else: _names = {category: []} if category.lower() == 'archetypes': @@ -424,9 +372,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): elif category.lower() == 'generation_equipments': for system in self._content.generation_equipments: _names[category].append(system.name) - elif category.lower() == 'storage_equipments': - for system in self._content.storage_equipments: - _names[category].append(system.name) else: raise ValueError(f'Unknown category [{category}]') return _names @@ -444,8 +389,6 @@ class NorthAmericaEnergySystemCatalog(Catalog): return self._content.systems if category.lower() == 'generation_equipments': return self._content.generation_equipments - if category.lower() == 'storage_equipments': - return self._content.storage_equipments raise ValueError(f'Unknown category [{category}]') def get_entry(self, name): @@ -462,7 +405,4 @@ class NorthAmericaEnergySystemCatalog(Catalog): for entry in self._content.generation_equipments: if entry.name.lower() == name.lower(): return entry - for entry in self._content.storage_equipments: - if entry.name.lower() == name.lower(): - return entry raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 36cee745..2a7c89c8 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -41,12 +41,27 @@ - - - - - - + + 6 + + + 6 + + + 6 + + + 6 + + + 6 + + + + + + + @@ -99,9 +114,8 @@ domestic_hot_water - 16 + 21 18 - 6 @@ -111,9 +125,8 @@ domestic_hot_water - 17 + 22 18 - 6 @@ -123,9 +136,8 @@ domestic_hot_water - 16 + 21 19 - 6 @@ -135,9 +147,8 @@ domestic_hot_water - 17 + 22 19 - 6 @@ -147,9 +158,8 @@ domestic_hot_water - 16 + 21 20 - 6 @@ -159,9 +169,8 @@ domestic_hot_water - 17 + 22 20 - 6 @@ -170,7 +179,7 @@ electricity - 21 + 26 diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 01da9114..87634a73 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -36,4 +36,22 @@ class TestSystemsCatalog(TestCase): def test_north_america_systems_catalog(self): catalog = EnergySystemsCatalogFactory('north_america').catalog - print(catalog.entries()) + + catalog_categories = catalog.names() + archetypes = catalog.names('archetypes') + self.assertEqual(6, len(archetypes['archetypes'])) + systems = catalog.names('systems') + self.assertEqual(7, len(systems['systems'])) + generation_equipments = catalog.names('generation_equipments') + self.assertEqual(26, len(generation_equipments['generation_equipments'])) + with self.assertRaises(ValueError): + catalog.names('unknown') + + # retrieving all the entries should not raise any exceptions + for category in catalog_categories: + for value in catalog_categories[category]: + catalog.get_entry(value) + + with self.assertRaises(IndexError): + catalog.get_entry('unknown') + From 0240e891709f8079c895b5135864e05d8e79e90b Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 16 Oct 2023 17:24:39 -0400 Subject: [PATCH 084/101] modified a small bug in north_america_energy_system_catalog.py --- .../energy_systems/north_america_energy_system_catalog.py | 8 ++------ tests/test_systems_catalog.py | 2 +- 2 files changed, 3 insertions(+), 7 deletions(-) diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 55fa4bf4..79a5d745 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -40,15 +40,10 @@ class NorthAmericaEnergySystemCatalog(Catalog): def _load_generation_components(self): generation_components = [] boilers = self._archetypes['EnergySystemCatalog']['energy_generation_components']['boilers'] - print(len(boilers)) heat_pumps = self._archetypes['EnergySystemCatalog']['energy_generation_components']['heatPumps'] - print(len(heat_pumps)) photovoltaics = self._archetypes['EnergySystemCatalog']['energy_generation_components']['photovoltaicModules'] - print(len(photovoltaics)) templates = self._archetypes['EnergySystemCatalog']['energy_generation_components']['templateGenerationEquipments'] - print(len(templates)) for boiler in boilers: - print(boiler) boiler_id = boiler['@generation_id'] name = boiler['@name'] system_type = 'Boiler' @@ -175,7 +170,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): source_medium=source_medium, supply_medium=supply_medium, fuel_type=fuel_type, - heat_efficiency=heat_efficiency) + heat_efficiency=heat_efficiency, + energy_storage_systems=energy_storage_system) generation_components.append(heat_pump_template) else: electricity_efficiency = float(template['@nominalEfficiency']) diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 87634a73..0178b007 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -54,4 +54,4 @@ class TestSystemsCatalog(TestCase): with self.assertRaises(IndexError): catalog.get_entry('unknown') - + print(catalog.entries()) From 978cc9d1ea294d748ff9b122b630f29c8ba98355 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Mon, 16 Oct 2023 17:48:42 -0400 Subject: [PATCH 085/101] added system schematics to the data folder and to the catalog importer --- .../north_america_energy_system_catalog.py | 5 ++++- .../energy_systems/north_america_systems.xml | 9 ++++++++- .../schemas/ASHP+TES+ElectricBoiler.jpg | Bin 0 -> 65949 bytes .../schemas/ASHP+TES+GasBoiler.jpg | Bin 0 -> 65949 bytes .../schemas/GSHP+TES+ElectricBoiler.jpg | Bin 0 -> 65949 bytes .../schemas/GSHP+TES+GasBoiler.jpg | Bin 0 -> 65949 bytes hub/data/energy_systems/schemas/PV.jpg | Bin 0 -> 65949 bytes .../schemas/WSHP+TES+ElectricBoiler.jpg | Bin 0 -> 65949 bytes .../schemas/WSHP+TES+GasBoiler.jpg | Bin 0 -> 65949 bytes 9 files changed, 12 insertions(+), 2 deletions(-) create mode 100644 hub/data/energy_systems/schemas/ASHP+TES+ElectricBoiler.jpg create mode 100644 hub/data/energy_systems/schemas/ASHP+TES+GasBoiler.jpg create mode 100644 hub/data/energy_systems/schemas/GSHP+TES+ElectricBoiler.jpg create mode 100644 hub/data/energy_systems/schemas/GSHP+TES+GasBoiler.jpg create mode 100644 hub/data/energy_systems/schemas/PV.jpg create mode 100644 hub/data/energy_systems/schemas/WSHP+TES+ElectricBoiler.jpg create mode 100644 hub/data/energy_systems/schemas/WSHP+TES+GasBoiler.jpg diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 79a5d745..1e790d88 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -7,6 +7,7 @@ Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concord """ import xmltodict +from pathlib import Path from hub.catalog_factories.catalog import Catalog from hub.catalog_factories.data_models.energy_systems.system import System from hub.catalog_factories.data_models.energy_systems.content import Content @@ -251,6 +252,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): return storage_components def _load_systems(self): + base_path = Path(Path(__file__).parent.parent.parent / 'data/energy_systems') _catalog_systems = [] systems = self._archetypes['EnergySystemCatalog']['systems']['system'] for system in systems: @@ -259,12 +261,13 @@ class NorthAmericaEnergySystemCatalog(Catalog): demands = system['demands']['demand'] generation_components = system['components']['generation_id'] generation_systems = self._search_generation_equipment(self._load_generation_components(), generation_components) + configuration_schema = Path(base_path / system['schema']) energy_system = System(system_id=system_id, name=name, demand_types=demands, generation_systems=generation_systems, distribution_systems=None, - configuration_schema=None) + configuration_schema=configuration_schema) _catalog_systems.append(energy_system) return _catalog_systems diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index 2a7c89c8..ce575841 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -109,6 +109,7 @@ Air Source Heat Pump with Natural Gas Boiler and thermal storage + schemas/ASHP+TES+GasBoiler.jpg heating domestic_hot_water @@ -120,6 +121,7 @@ Air Source Heat Pump with Electrical Boiler and thermal storage + schemas/ASHP+TES+ElectricBoiler.jpg heating domestic_hot_water @@ -131,6 +133,7 @@ Ground Source Heat Pump with Natural Gas Boiler and thermal storage + schemas/GSHP+TES+GasBoiler.jpg heating domestic_hot_water @@ -142,6 +145,7 @@ Ground Source Heat Pump with Electrical Boiler and thermal storage + schemas/GSHP+TES+ElectricBoiler.jpg heating domestic_hot_water @@ -153,6 +157,7 @@ Water Source Heat Pump with Natural Gas Boiler and thermal storage + schemas/WSHP+TES+GasBoiler.jpg heating domestic_hot_water @@ -163,7 +168,8 @@ - Water Source Heat Pump with Electrical Boiler and thermal storage\ + Water Source Heat Pump with Electrical Boiler and thermal storage + schemas/WSHP+TES+ElectricBoiler.jpg heating domestic_hot_water @@ -175,6 +181,7 @@ Photovoltaic System + schemas/PV.jpg electricity diff --git a/hub/data/energy_systems/schemas/ASHP+TES+ElectricBoiler.jpg b/hub/data/energy_systems/schemas/ASHP+TES+ElectricBoiler.jpg new file mode 100644 index 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.../north_america_energy_system_catalog.py | 6 +- .../energy_systems/generation_system.py | 17 ++ .../non_pv_generation_system.py | 50 ----- ...america_custom_energy_system_parameters.py | 198 ++++++++---------- tests/test_systems_factory.py | 45 +--- 6 files changed, 122 insertions(+), 196 deletions(-) diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 9b984fdd..0c0abb88 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -70,12 +70,14 @@ class MontrealCustomCatalog(Catalog): storage_systems = [storage_system] if model_name == 'PV system': generation_system = PvGenerationSystem(equipment_id, + name=None, model_name=model_name, electricity_efficiency=electricity_efficiency, energy_storage_systems=storage_systems ) else: generation_system = NonPvGenerationSystem(equipment_id, + name=None, model_name=model_name, system_type=equipment_type, fuel_type=fuel_type, diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 1e790d88..3e6c649a 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -28,7 +28,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): def __init__(self, path): path = str(path / 'north_america_systems.xml') with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules', 'templateStorages']) + self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules', 'templateStorages', 'demand']) self._storage_components = self._load_storage_components() self._generation_components = self._load_generation_components() @@ -47,7 +47,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): for boiler in boilers: boiler_id = boiler['@generation_id'] name = boiler['@name'] - system_type = 'Boiler' + system_type = 'boiler' boiler_model_name = boiler['@modelName'] boiler_manufacturer = boiler['@manufacturer'] boiler_fuel_type = boiler['@fuel'] @@ -69,7 +69,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): for heat_pump in heat_pumps: heat_pump_id = heat_pump['@generation_id'] name = heat_pump['@name'] - system_type = 'Heat Pump' + system_type = 'heat pump' heat_pump_model_name = heat_pump['@modelName'] heat_pump_manufacturer = heat_pump['@manufacturer'] heat_pump_fuel_type = heat_pump['@fuel'] diff --git a/hub/city_model_structure/energy_systems/generation_system.py b/hub/city_model_structure/energy_systems/generation_system.py index 8b2bcbab..394c2f09 100644 --- a/hub/city_model_structure/energy_systems/generation_system.py +++ b/hub/city_model_structure/energy_systems/generation_system.py @@ -20,6 +20,7 @@ class GenerationSystem(ABC): """ def __init__(self): self._system_type = None + self._name = None self._model_name = None self._manufacturer = None self._fuel_type = None @@ -42,6 +43,22 @@ class GenerationSystem(ABC): """ self._system_type = value + @property + def name(self): + """ + Get name + :return: string + """ + return self._name + + @name.setter + def name(self, value): + """ + Set name + :param value: string + """ + self._name = value + @property def model_name(self): """ diff --git a/hub/city_model_structure/energy_systems/non_pv_generation_system.py b/hub/city_model_structure/energy_systems/non_pv_generation_system.py index 9db9f683..3dc044e5 100644 --- a/hub/city_model_structure/energy_systems/non_pv_generation_system.py +++ b/hub/city_model_structure/energy_systems/non_pv_generation_system.py @@ -42,9 +42,6 @@ class NonPvGenerationSystem(GenerationSystem): self._cooling_output_curve = None self._cooling_fuel_consumption_curve = None self._cooling_efficiency_curve = None - self._heat_power = None - self._cooling_power = None - self._electricity_power = None @property def nominal_heat_output(self): @@ -430,51 +427,4 @@ class NonPvGenerationSystem(GenerationSystem): """ self._cooling_efficiency_curve = value - @property - def heat_power(self): - """ - Get heat_power in W - :return: float - """ - return self._heat_power - - @heat_power.setter - def heat_power(self, value): - """ - Set heat_power in W - :param value: float - """ - self._heat_power = value - - @property - def cooling_power(self): - """ - Get cooling_power in W - :return: float - """ - return self._cooling_power - - @cooling_power.setter - def cooling_power(self, value): - """ - Set cooling_power in W - :param value: float - """ - self._cooling_power = value - - @property - def electricity_power(self): - """ - Get electricity_power in W - :return: float - """ - return self._electricity_power - - @electricity_power.setter - def electricity_power(self, value): - """ - Set electricity_power in W - :param value: float - """ - self._electricity_power = value diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index 722ae153..f898cdfa 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -6,25 +6,23 @@ Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca """ -import copy import logging - -from pandas import DataFrame +import copy from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory +from hub.city_model_structure.energy_systems.energy_system import EnergySystem from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem -from hub.city_model_structure.energy_systems.emission_system import EmissionSystem -from hub.city_model_structure.energy_systems.energy_system import EnergySystem -from hub.city_model_structure.energy_systems.generation_system import GenerationSystem -from hub.city_model_structure.energy_systems.energy_system import EnergySystem -from hub.city_model_structure.energy_systems.generation_system import GenerationSystem +from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem +from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem +from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem +from hub.city_model_structure.energy_systems.emission_system import EmissionSystem from hub.helpers.dictionaries import Dictionaries class NorthAmericaCustomEnergySystemParameters: """ - NorthAmericaCustomEnergySystemParameters class + MontrealCustomEnergySystemParameters class """ def __init__(self, city): @@ -36,11 +34,7 @@ class NorthAmericaCustomEnergySystemParameters: :return: """ city = self._city - north_america_custom_catalog = EnergySystemsCatalogFactory('north_america').catalog - if city.energy_systems_connection_table is None: - _energy_systems_connection_table = DataFrame(columns=['Energy System Type', 'Building']) - else: - _energy_systems_connection_table = city.energy_systems_connection_table + montreal_custom_catalog = EnergySystemsCatalogFactory('north_america').catalog if city.generic_energy_systems is None: _generic_energy_systems = {} else: @@ -48,21 +42,18 @@ class NorthAmericaCustomEnergySystemParameters: for building in city.buildings: archetype_name = building.energy_systems_archetype_name try: - archetype = self._search_archetypes(north_america_custom_catalog, archetype_name) + archetype = self._search_archetypes(montreal_custom_catalog, archetype_name) except KeyError: logging.error('Building %s has unknown energy system archetype for system name %s', building.name, archetype_name) continue - _energy_systems_connection_table, _generic_energy_systems = self._create_generic_systems( - archetype, - building, - _energy_systems_connection_table, - _generic_energy_systems - ) - city.energy_systems_connection_table = _energy_systems_connection_table + + if archetype.name not in _generic_energy_systems: + _generic_energy_systems = self._create_generic_systems_list(archetype, _generic_energy_systems) + city.generic_energy_systems = _generic_energy_systems - self._associate_energy_systems(city) + self._assign_energy_systems_to_buildings(city) @staticmethod def _search_archetypes(catalog, name): @@ -72,98 +63,93 @@ class NorthAmericaCustomEnergySystemParameters: return building_archetype raise KeyError('archetype not found') - @staticmethod - def _create_generic_systems(archetype, building, - _energy_systems_connection_table, _generic_energy_systems): + def _create_generic_systems_list(self, archetype, _generic_energy_systems): building_systems = [] - data = [archetype.name, building.name] - _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data - for system in archetype.systems: + for archetype_system in archetype.systems: energy_system = EnergySystem() _hub_demand_types = [] - demand_types = system.demand_types - if isinstance(demand_types, str): - demand_types = [demand_types] - for demand_type in demand_types: - _hub_demand_types.append(Dictionaries().north_america_demand_type_to_hub_energy_demand_type[demand_type]) - energy_system.name = system.name + for demand_type in archetype_system.demand_types: + _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type]) + energy_system.name = archetype_system.name energy_system.demand_types = _hub_demand_types - archetype_generation_equipments = system.generation_systems - _generation_systems = [] - for archetype_generation_equipment in archetype_generation_equipments: - _generation_system = GenerationSystem() - _type = archetype_generation_equipment.name - _generation_system.type = Dictionaries().north_america_system_to_hub_energy_generation_system[_type] - _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type] - _generation_system.fuel_type = _fuel_type - _generation_system.source_types = archetype_generation_equipment.source_medium - _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency - _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency - _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency - _generation_system.source_temperature = archetype_generation_equipment.source_temperature - _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow - _generation_system.storage = None - _generation_system.auxiliary_equipment = None - _generation_system.supply_medium = archetype_generation_equipment.supply_medium - _generation_system.maximum_heat_supply_temperature = archetype_generation_equipment.maximum_heat_supply_temperature - _generation_system.minimum_heat_supply_temperature = archetype_generation_equipment.minimum_heat_supply_temperature - _generation_system.maximum_cooling_supply_temperature = archetype_generation_equipment.maximum_cooling_supply_temperature - _generation_system.minimum_cooling_supply_temperature = archetype_generation_equipment.minimum_cooling_supply_temperature - _generation_system.heat_output_curve = archetype_generation_equipment.heat_output_curve - _generation_system.heat_fuel_consumption_curve = archetype_generation_equipment.heat_fuel_consumption_curve - _generation_system.heat_efficiency_curve = archetype_generation_equipment.heat_efficiency_curve - _generation_system.cooling_output_curve = archetype_generation_equipment.cooling_output_curve - _generation_system.cooling_fuel_consumption_curve = archetype_generation_equipment.cooling_fuel_consumption_curve - _generation_system.cooling_efficiency_curve = archetype_generation_equipment.cooling_efficiency_curve - _generation_systems.append(_generation_system) - - energy_system.generation_systems = _generation_systems - - _thermal_storage_system = ThermalStorageSystem() - archetype_storage_equipments = system.energy_storage_systems - if archetype_storage_equipments is not None: - for archetype_storage_equipment in archetype_storage_equipments: - _thermal_storage_system.maximum_operating_temperature = archetype_storage_equipment.maximum_operating_temperature - _thermal_storage_system.height = archetype_storage_equipment.height - _thermal_storage_system.layers = archetype_storage_equipment.layers - energy_system.energy_storage_systems = _thermal_storage_system - + energy_system.configuration_schema = archetype_system.configuration_schema + energy_system.generation_systems = self._create_generation_systems(archetype_system) + if energy_system.distribution_systems is not None: + energy_system.distribution_systems = self._create_distribution_systems(archetype_system) building_systems.append(energy_system) - if archetype.name not in _generic_energy_systems: - _generic_energy_systems[archetype.name] = building_systems - return _energy_systems_connection_table, _generic_energy_systems + _generic_energy_systems[archetype.name] = building_systems + + return _generic_energy_systems @staticmethod - def _associate_energy_systems(city): - energy_systems_connection = city.energy_systems_connection_table + def _create_generation_systems(archetype_system): + _generation_systems = [] + for archetype_generation_system in archetype_system.generation_systems: + if archetype_generation_system.system_type == 'PV system': + _generation_system = PvGenerationSystem() + _type = 'PV system' + _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency + _generic_storage_system = None + if archetype_generation_system.energy_storage_systems is not None: + _generic_storage_system = ElectricalStorageSystem() + _generic_storage_system.type_energy_stored = 'electrical' + _generation_system.energy_storage_systems = [_generic_storage_system] + else: + _generation_system = NonPvGenerationSystem() + _type = archetype_generation_system.system_type + _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type] + _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type] + _generation_system.fuel_type = _fuel_type + _generation_system.source_types = archetype_generation_system.source_medium + _generation_system.heat_efficiency = archetype_generation_system.heat_efficiency + _generation_system.cooling_efficiency = archetype_generation_system.cooling_efficiency + _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency + _generic_storage_system = None + if archetype_generation_system.energy_storage_systems is not None: + _storage_systems = [] + for storage_system in archetype_generation_system.energy_storage_systems: + if storage_system.type_energy_stored == 'electrical': + _generic_storage_system = ElectricalStorageSystem() + _generic_storage_system.type_energy_stored = 'electrical' + else: + _generic_storage_system = ThermalStorageSystem() + _generic_storage_system.type_energy_stored = 'thermal' + _storage_systems.append(_generic_storage_system) + _generation_system.energy_storage_systems = [_storage_systems] + _generation_systems.append(_generation_system) + return _generation_systems + + @staticmethod + def _create_distribution_systems(archetype_system): + _distribution_systems = [] + for archetype_distribution_system in archetype_system.distribution_systems: + _distribution_system = DistributionSystem() + _distribution_system.type = archetype_distribution_system.type + _distribution_system.distribution_consumption_fix_flow = \ + archetype_distribution_system.distribution_consumption_fix_flow + _distribution_system.distribution_consumption_variable_flow = \ + archetype_distribution_system.distribution_consumption_variable_flow + _distribution_system.heat_losses = archetype_distribution_system.heat_losses + _emission_system = None + if archetype_distribution_system.emission_systems is not None: + _emission_system = EmissionSystem() + _distribution_system.emission_systems = [_emission_system] + _distribution_systems.append(_distribution_system) + return _distribution_systems + + @staticmethod + def _assign_energy_systems_to_buildings(city): for building in city.buildings: _building_energy_systems = [] - energy_systems = energy_systems_connection['Energy System Type'][ - energy_systems_connection['Building'] == building.name] - print(energy_systems) - for energy_system in energy_systems: - if str(energy_system) == 'nan': - break - _generic_building_energy_systems = city.generic_energy_systems[energy_system] - for _generic_building_energy_system in _generic_building_energy_systems: - _building_energy_equipment = EnergySystem() - _building_energy_equipment.name = _generic_building_energy_system.name - _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types - _generation_systems = [] - _generic_building_generation_systems = _generic_building_energy_system.generation_systems - for _generic_building_generation_system in _generic_building_generation_systems: - _building_generation_system = GenerationSystem() - _building_generation_system.generic_generation_system = \ - copy.deepcopy(_generic_building_generation_system) - _generation_systems.append(_building_generation_system) - _building_energy_equipment.generation_systems = _generation_systems - _building_storage_system = ThermalStorageSystem() - _building_storage_system.generic_storage_system = \ - copy.deepcopy(_generic_building_energy_system.energy_storage_systems) + energy_systems_cluster_name = building.energy_systems_archetype_name + if str(energy_systems_cluster_name) == 'nan': + break + _generic_building_energy_systems = city.generic_energy_systems[energy_systems_cluster_name] + for _generic_building_energy_system in _generic_building_energy_systems: + _building_energy_systems.append(copy.deepcopy(_generic_building_energy_system)) - - _building_energy_equipment.energy_storage_systems = _building_storage_system - - _building_energy_systems.append(_building_energy_equipment) building.energy_systems = _building_energy_systems diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 5dde6abf..ce508b46 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -104,7 +104,6 @@ class TestSystemsFactory(TestCase): building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' EnergySystemsFactory('north_america', self._city).enrich() - self.assertEqual(17, len(self._city.energy_systems_connection_table)) self.assertEqual(1, len(self._city.generic_energy_systems)) def test_north_america_custom_system_results(self): @@ -128,46 +127,18 @@ class TestSystemsFactory(TestCase): building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' EnergySystemsFactory('north_america', self._city).enrich() # Need to assign energy systems to buildings: - energy_systems_connection = self._city.energy_systems_connection_table for building in self._city.buildings: _building_energy_systems = [] - energy_systems = energy_systems_connection['Energy System Type'][ - energy_systems_connection['Building'] == building.name] - for energy_system in energy_systems: - _generic_building_energy_systems = self._city.generic_energy_systems[energy_system] - for _generic_building_energy_system in _generic_building_energy_systems: - _building_energy_equipment = EnergySystem() - _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types - - _building_distribution_system = DistributionSystem() - _building_distribution_system.generic_distribution_system = ( - copy.deepcopy(_generic_building_energy_system.distribution_systems) - ) - _building_emission_system = EmissionSystem() - _building_emission_system.generic_emission_system = ( - copy.deepcopy(_generic_building_energy_system.emission_systems) - ) - _building_generation_system = GenerationSystem() - _building_generation_system.generic_generation_system = ( - copy.deepcopy(_generic_building_energy_system.generation_systems) - ) - _building_storage_system = ThermalStorageSystem() - _building_storage_system.generic_storage_system = \ - copy.deepcopy(_generic_building_energy_system.energy_storage_systems) - - if cte.HEATING in _building_energy_equipment.demand_types: - _building_generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] - if cte.COOLING in _building_energy_equipment.demand_types: - _building_generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] - _building_energy_equipment.generation_systems = _building_generation_system - _building_energy_equipment.distribution_systems = _building_distribution_system - _building_energy_equipment.emission_systems = _building_emission_system - - _building_energy_systems.append(_building_energy_equipment) - building.energy_systems = _building_energy_systems + for energy_system in building.energy_systems: + if cte.HEATING in energy_system.demand_types: + _generation_system = cast(NonPvGenerationSystem, energy_system.generation_systems[0]) + _generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] + if cte.COOLING in energy_system.demand_types: + _generation_system = cast(NonPvGenerationSystem, energy_system.generation_systems[0]) + _generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] for building in self._city.buildings: self.assertLess(0, building.heating_consumption[cte.YEAR][0]) - self.assertLess(0, building.cooling_consumption[cte.YEAR][0]) + self.assertEqual(0, building.cooling_consumption[cte.YEAR][0]) self.assertLess(0, building.domestic_hot_water_consumption[cte.YEAR][0]) self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) \ No newline at end of file From c3f2cfb02add9d27f429e56baf77ec70d2717286 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 5 Dec 2023 13:13:19 -0500 Subject: [PATCH 087/101] updated the idf.py --- hub/exports/building_energy/idf.py | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/hub/exports/building_energy/idf.py b/hub/exports/building_energy/idf.py index 63ea0b19..a9fefdcd 100644 --- a/hub/exports/building_energy/idf.py +++ b/hub/exports/building_energy/idf.py @@ -588,6 +588,18 @@ class Idf: Reporting_Frequency="Hourly", ) + self._idf.newidfobject( + "OUTPUT:VARIABLE", + Variable_Name="Zone Lights Electricity Rate", + Reporting_Frequency="Hourly", + ) + + self._idf.newidfobject( + "OUTPUT:VARIABLE", + Variable_Name="Other Equipment Electricity Rate", + Reporting_Frequency="Hourly", + ) + # post-process to erase windows associated to adiabatic walls windows_list = [] for window in self._idf.idfobjects[self._WINDOW]: From 020190829f05e21b0872ec9a77171bb442b9205a Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Tue, 5 Dec 2023 19:38:11 -0500 Subject: [PATCH 088/101] The energy plus result importer for multiple buildings is created and tested. Currently, buildings are enriched with hourly values but monthly and yearly values are not working. --- hub/imports/results/ep_multiple_buildings.py | 113 +- hub/imports/results_factory.py | 14 +- tests/test_results_import.py | 26 +- .../Citylayers_neighbours_simp2.json | 6 + tests/tests_data/Montreal_out.csv | 17522 ++++++++-------- 5 files changed, 8837 insertions(+), 8844 deletions(-) create mode 100644 tests/tests_data/Citylayers_neighbours_simp2.json diff --git a/hub/imports/results/ep_multiple_buildings.py b/hub/imports/results/ep_multiple_buildings.py index a5e0fd08..73d3599f 100644 --- a/hub/imports/results/ep_multiple_buildings.py +++ b/hub/imports/results/ep_multiple_buildings.py @@ -12,89 +12,54 @@ import csv import hub.helpers.constants as cte -class EnergyPlusSingleBuilding: +class EnergyPlusMultipleBuildings: def __init__(self, city, base_path): self._city = city self._base_path = base_path - @staticmethod - def _building_energy_demands(energy_plus_output_file_path): + def _building_energy_demands(self, energy_plus_output_file_path): + buildings_energy_demands = {} + with open(Path(energy_plus_output_file_path).resolve(), 'r', encoding='utf8') as csv_file: - csv_output = csv.reader(csv_file) - headers = next(csv_output) - building_energy_demands = { - 'Heating (J)': [], - 'Cooling (J)': [], - 'DHW (J)': [], - 'Appliances (J)': [], - 'Lighting (J)': [] - } - heating_column_index = [] - cooling_column_index = [] - dhw_column_index = [] - appliance_column_index = [] - lighting_column_index = [] - for index, header in enumerate(headers): - if "Total Heating" in header: - heating_column_index.append(index) - elif "Total Cooling" in header: - cooling_column_index.append(index) - elif "DHW" in header: - dhw_column_index.append(index) - elif "InteriorEquipment" in header: - appliance_column_index.append(index) - elif "InteriorLights" in header: - lighting_column_index.append(index) + csv_output = list(csv.DictReader(csv_file)) - for line in csv_output: - total_heating_demand = 0 - total_cooling_demand = 0 - total_dhw_demand = 0 - total_appliance_demand = 0 - total_lighting_demand = 0 - for heating_index in heating_column_index: - total_heating_demand += float(line[heating_index]) - building_energy_demands['Heating (J)'].append(total_heating_demand) - for cooling_index in cooling_column_index: - total_cooling_demand += float(line[cooling_index]) - building_energy_demands['Cooling (J)'].append(total_cooling_demand) - for dhw_index in dhw_column_index: - total_dhw_demand += float(line[dhw_index]) * cte.WATTS_HOUR_TO_JULES - building_energy_demands['DHW (J)'].append(total_dhw_demand) - for appliance_index in appliance_column_index: - total_appliance_demand += float(line[appliance_index]) - building_energy_demands['Appliances (J)'].append(total_appliance_demand) - for lighting_index in lighting_column_index: - total_lighting_demand += float(line[lighting_index]) - building_energy_demands['Lighting (J)'].append(total_lighting_demand) - - return building_energy_demands + for building in self._city.buildings: + building_name = building.name + buildings_energy_demands[f'Building {building_name} Heating Demand (J)'] = [ + float( + row[f"{building_name} IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly)"]) + for row in csv_output + ] + buildings_energy_demands[f'Building {building_name} Cooling Demand (J)'] = [ + float( + row[f"{building_name} IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly)"]) + for row in csv_output + ] + buildings_energy_demands[f'Building {building_name} DHW Demand (W)'] = [ + float(row[f"DHW {building.name}:Water Use Equipment Heating Rate [W](Hourly)"]) + for row in csv_output + ] + buildings_energy_demands[f'Building {building_name} Appliances (W)'] = [ + float(row[f"{building_name}_APPLIANCE:Other Equipment Electricity Rate [W](Hourly)"]) + for row in csv_output + ] + buildings_energy_demands[f'Building {building_name} Lighting (W)'] = [ + float(row[f"{building_name}:Zone Lights Electricity Rate [W](Hourly)"]) for row in csv_output + ] + return buildings_energy_demands def enrich(self): """ Enrich the city by using the energy plus workflow output files (J) :return: None """ - for building in self._city.buildings: - file_name = f'{building.name}_out.csv' - energy_plus_output_file_path = Path(self._base_path / file_name).resolve() - if energy_plus_output_file_path.is_file(): - building_energy_demands = self._building_energy_demands(energy_plus_output_file_path) - building.heating_demand[cte.HOUR] = building_energy_demands['Heating (J)'] - building.cooling_demand[cte.HOUR] = building_energy_demands['Cooling (J)'] - building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands['DHW (J)'] - building.appliances_electrical_demand[cte.HOUR] = building_energy_demands['Appliances (J)'] - building.lighting_electrical_demand[cte.HOUR] = building_energy_demands['Lighting (J)'] - building.heating_demand[cte.MONTH] = MonthlyValues.get_total_month(building.heating_demand[cte.HOUR]) - building.cooling_demand[cte.MONTH] = MonthlyValues.get_total_month(building.cooling_demand[cte.HOUR]) - building.domestic_hot_water_heat_demand[cte.MONTH] = ( - MonthlyValues.get_total_month(building.domestic_hot_water_heat_demand[cte.HOUR])) - building.appliances_electrical_demand[cte.MONTH] = ( - MonthlyValues.get_total_month(building.appliances_electrical_demand[cte.HOUR])) - building.lighting_electrical_demand[cte.MONTH] = ( - MonthlyValues.get_total_month(building.lighting_electrical_demand[cte.HOUR])) - building.heating_demand[cte.YEAR] = [sum(building.heating_demand[cte.MONTH])] - building.cooling_demand[cte.YEAR] = [sum(building.cooling_demand[cte.MONTH])] - building.domestic_hot_water_heat_demand[cte.YEAR] = [sum(building.domestic_hot_water_heat_demand[cte.MONTH])] - building.appliances_electrical_demand[cte.YEAR] = [sum(building.appliances_electrical_demand[cte.MONTH])] - building.lighting_electrical_demand[cte.YEAR] = [sum(building.lighting_electrical_demand[cte.MONTH])] + file_name = f'{self._city.name}_out.csv' + energy_plus_output_file_path = Path(self._base_path / file_name).resolve() + if energy_plus_output_file_path.is_file(): + building_energy_demands = self._building_energy_demands(energy_plus_output_file_path) + for building in self._city.buildings: + building.heating_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} Heating Demand (J)'] + building.cooling_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} Cooling Demand (J)'] + building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} DHW Demand (W)'] + building.appliances_electrical_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} Appliances (W)'] + diff --git a/hub/imports/results_factory.py b/hub/imports/results_factory.py index a40f5eab..66311f60 100644 --- a/hub/imports/results_factory.py +++ b/hub/imports/results_factory.py @@ -10,8 +10,8 @@ from pathlib import Path from hub.helpers.utils import validate_import_export_type from hub.imports.results.insel_monthly_energry_balance import InselMonthlyEnergyBalance from hub.imports.results.simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm -from hub.imports.results.energy_plus import EnergyPlus -# from hub.imports.results.ep_multiple_buildings import EnergyPlusMultiple + +from hub.imports.results.ep_multiple_buildings import EnergyPlusMultipleBuildings from hub.imports.results.energy_plus_single_building import EnergyPlusSingleBuilding class ResultFactory: @@ -54,11 +54,11 @@ class ResultFactory: """ EnergyPlusSingleBuilding(self._city, self._base_path).enrich() - # def _energy_plus_multiple(self): - # """ - # Enrich the city with energy plus results - # """ - # EnergyPlusMultiple(self._city, self._base_path).enrich() + def _energy_plus_multiple_buildings(self): + """ + Enrich the city with energy plus results + """ + EnergyPlusMultipleBuildings(self._city, self._base_path).enrich() def enrich(self): """ diff --git a/tests/test_results_import.py b/tests/test_results_import.py index 4b0d29d4..bb80c4ec 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -30,11 +30,11 @@ class TestResultsImport(TestCase): """ self._example_path = (Path(__file__).parent / 'tests_data').resolve() self._output_path = (Path(__file__).parent / 'tests_outputs').resolve() - file = 'test.geojson' + file = 'Citylayers_neighbours_simp2.json' file_path = (self._example_path / file).resolve() self._city = GeometryFactory('geojson', path=file_path, - height_field='citygml_me', + height_field='heightmax', year_of_construction_field='ANNEE_CONS', function_field='CODE_UTILI', function_to_hub=Dictionaries().montreal_function_to_hub_function).city @@ -115,3 +115,25 @@ class TestResultsImport(TestCase): self.assertDictEqual(building.domestic_hot_water_heat_demand, {}) self.assertDictEqual(building.lighting_electrical_demand, {}) self.assertDictEqual(building.appliances_electrical_demand, {}) + + def test_energy_plus_multiple_buildings_results_import(self): + ResultFactory('energy_plus_multiple_buildings', self._city, self._example_path).enrich() + csv_output_name = f'{self._city.name}_out.csv' + csv_output_path = (self._example_path / csv_output_name).resolve() + if csv_output_path.is_file(): + for building in self._city.buildings: + self.assertIsNotNone(building.heating_demand) + self.assertIsNotNone(building.cooling_demand) + self.assertIsNotNone(building.domestic_hot_water_heat_demand) + self.assertIsNotNone(building.lighting_electrical_demand) + self.assertIsNotNone(building.appliances_electrical_demand) + total_demand = sum(building.heating_demand[cte.HOUR]) + self.assertAlmostEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) + total_demand = sum(building.heating_demand[cte.MONTH]) + self.assertEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) + # if building.name != '12': + # self.assertDictEqual(building.heating_demand, {}) + # self.assertDictEqual(building.cooling_demand, {}) + # self.assertDictEqual(building.domestic_hot_water_heat_demand, {}) + # self.assertDictEqual(building.lighting_electrical_demand, {}) + # self.assertDictEqual(building.appliances_electrical_demand, {}) \ No newline at end of file diff --git a/tests/tests_data/Citylayers_neighbours_simp2.json b/tests/tests_data/Citylayers_neighbours_simp2.json new file mode 100644 index 00000000..01eb5acc --- /dev/null +++ b/tests/tests_data/Citylayers_neighbours_simp2.json @@ -0,0 +1,6 @@ +{"type":"FeatureCollection", "features": [ +{"type":"Feature","geometry":{"type":"Polygon","coordinates":[[[-73.57185265377689,45.52343504199365],[-73.57186901784087,45.52344250726594],[-73.5719186361361,45.523388576721516],[-73.57169557189309,45.52328954697509],[-73.57164717307853,45.523341318247276],[-73.57185265377689,45.52343504199365]]]},"id":86522, "properties":{"ID_UEV":"01027575","CIVIQUE_DE":" 951","CIVIQUE_FI":" 959","NOM_RUE":"rue Napoléon (MTL)","SUITE_DEBU":" ","MUNICIPALI":"50","ETAGE_HORS":3,"NOMBRE_LOG":5,"ANNEE_CONS":1927,"CODE_UTILI":"1000","LETTRE_DEB":" ","LETTRE_FIN":" ","LIBELLE_UT":"Logement","CATEGORIE_":"Régulier","MATRICULE8":"9942-16-9406-0-000-0000","SUPERFICIE":189,"SUPERFIC_1":342,"NO_ARROND_":"REM21","Shape_Leng":0.000632076842566,"OBJECTID":86522,"Join_Count":1,"TARGET_FID":86522,"feature_id":"bd64c84e-a70a-4112-915e-74b79f16c189","md_id":" ","acqtech":1360,"acqtech_en":"Lidar","acqtech_fr":"Lidar","provider":461,"provideren":"Municipal","providerfr":"Municipal","datemin":"20151124","datemax":"20151208","haccmin":2,"haccmax":2,"vaccmin":1,"vaccmax":1,"heightmin":2.03,"heightmax":16.11,"elevmin":43.98,"elevmax":46.16,"bldgarea":2049.47,"comment":"Detection of Lidar points classified as ground in the building. 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@@ -1,8761 +1,8761 @@ -Date/Time,86522 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),86522 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),92980 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),92980 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),146189 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),146189 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),156117 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),156117 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),DHW 86522:Water Use Equipment Heating Rate [W](Hourly),DHW 92980:Water Use Equipment Heating Rate [W](Hourly),DHW 146189:Water Use Equipment Heating Rate [W](Hourly),DHW 156117:Water Use Equipment Heating Rate [W](Hourly),DistrictHeating:Facility [J](Hourly),DistrictCooling:Facility [J](Hourly),InteriorEquipment:Electricity [J](Hourly),InteriorLights:Electricity [J](Hourly) - 01/01 01:00:00,60445075.4217239,0.0,73002436.86632909,0.0,36420082.75642025,0.0,56624215.35425409,0.0,2583.9882438566935,2543.5354258565864,2546.813030866066,3065.8034144407677,265156314.81279976,0.0,21139960.556782485,23253956.61246073 - 01/01 02:00:00,6992320.180099715,0.0,14354718.875117094,0.0,0.0,0.0,686074.0783205634,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,41379821.72990141,0.0,14093307.03785499,0.0 - 01/01 03:00:00,24710082.678845005,0.0,33406914.18607578,0.0,5980814.468184035,0.0,18018341.183343226,0.0,1293.290534182834,1273.043829607091,1274.6842765184222,1534.439850873235,101467803.08470173,0.0,14093307.03785499,0.0 - 01/01 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08:00:00,34120384.34819441,0.0,43421352.85234823,0.0,23073499.08932834,0.0,33759727.79765992,0.0,20661.854813159942,20338.389621594717,20364.597712518414,24514.50202432819,443540603.1052954,0.0,56373228.15141996,38756594.35410121 - 01/01 09:00:00,21772276.186806598,0.0,48289445.80765087,0.0,27267641.001251945,0.0,40591622.360089939,0.0,18062.123443729644,17779.357531732254,17802.268048613187,21430.019992346388,408186553.8149167,0.0,56373228.15141996,38756594.35410121 - 01/01 10:00:00,0.0,0.0,40770378.14064714,0.0,22945038.21222695,0.0,34503601.31511632,0.0,12908.48341126705,12706.398695388461,12722.772187022625,15315.42282036378,291370095.2785413,0.0,28186614.07570998,0.0 - 01/01 11:00:00,0.0,6935617.410562188,40688386.81144647,0.0,23808294.866569785,0.0,35601005.37640084,0.0,10330.927406579971,10169.194810797359,10182.298856259207,12257.251012164095,254680506.56329937,6935617.410562188,28186614.07570998,0.0 - 01/01 12:00:00,0.0,9131873.685999873,43836039.14058268,0.0,26697571.001041198,0.0,39286830.77208929,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,187080871.95793353,9131873.685999873,28186614.07570998,0.0 - 01/01 13:00:00,0.0,0.0,46548286.511100698,0.0,27514553.055884009,0.0,38915330.95402311,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,190238601.56522817,0.0,28186614.07570998,0.0 - 01/01 14:00:00,7512068.219152128,0.0,46267620.05741463,0.0,27360180.154521809,0.0,39089637.64992069,0.0,5160.60669820847,5079.816437637788,5086.362299603769,6122.862854956112,197448239.92647139,0.0,28186614.07570998,0.0 - 01/01 15:00:00,16918953.053392829,0.0,48336532.2275358,0.0,27700446.406326936,0.0,40766121.31226008,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,249480227.6163554,0.0,28186614.07570998,0.0 - 01/01 16:00:00,33650426.17139411,0.0,57108766.7696415,0.0,32019679.039697306,0.0,47655546.7012957,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,362994110.16198846,0.0,28186614.07570998,0.0 - 01/01 17:00:00,48876125.744392577,0.0,65865624.50715945,0.0,36617594.1541337,0.0,54343650.666830789,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,397957798.71844688,0.0,35233267.594637479,0.0 - 01/01 18:00:00,56869695.832136917,0.0,72306591.89307399,0.0,41501758.27989178,0.0,60713268.119608048,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,500291329.5255935,0.0,14093307.03785499,0.0 - 01/01 19:00:00,47517009.1073462,0.0,62249452.78930352,0.0,30041470.842119516,0.0,47298908.97443694,0.0,17936.506471112665,17655.70711625542,17678.45829695528,21280.98024943098,455492789.3947218,0.0,63419881.67034747,0.0 - 01/01 20:00:00,38000955.20955116,0.0,52448222.45485572,0.0,18750059.3746076,0.0,34138340.1451563,0.0,10227.67350891814,10067.55737216542,10080.530447413672,12134.744204031917,296375397.1012757,0.0,63419881.67034747,69761869.8373822 - 01/01 21:00:00,44501445.99140573,0.0,58788487.57998185,0.0,23384065.424150837,0.0,40411586.69636179,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,319932536.7070119,0.0,49326574.63249246,69761869.8373822 - 01/01 22:00:00,54369871.313445467,0.0,68924632.14098932,0.0,30602929.399480765,0.0,50188686.744855049,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,280023164.953971,0.0,35233267.594637479,69761869.8373822 - 01/01 23:00:00,63542518.1839637,0.0,78428499.41666687,0.0,37153661.83561557,0.0,59087046.54480682,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,313795767.7649428,0.0,35233267.594637479,62010550.96656194 - 01/01 24:00:00,72174394.26550505,0.0,87156354.66111823,0.0,43892698.483689609,0.0,67866268.01632634,0.0,2517.4220429791564,2478.0113312716996,2481.2045017974016,2986.8251580876706,308758182.34952858,0.0,35233267.594637479,46507913.22492146 - 01/02 01:00:00,84159375.70416026,0.0,99322533.64811503,0.0,54264807.61910432,0.0,81032814.71084625,0.0,2512.715327075371,2473.3782998834255,2476.5655002752998,2981.240819334221,356377571.48987177,0.0,21139960.556782485,23253956.61246073 - 01/02 02:00:00,44453886.621426377,0.0,58669198.20928459,0.0,20821455.329161548,0.0,37458805.53819804,0.0,1254.3426172538225,1234.70564958333,1236.2966938366035,1488.2296341703523,180172214.23950935,0.0,14093307.03785499,0.0 - 01/02 03:00:00,73571864.45807596,0.0,87341355.59099067,0.0,45055693.044752318,0.0,69339843.98300483,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,294077625.61826249,0.0,14093307.03785499,0.0 - 01/02 04:00:00,76024036.73178056,0.0,89240662.26252817,0.0,47527603.51632239,0.0,72171875.10584264,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,303733046.1579125,0.0,14093307.03785499,0.0 - 01/02 05:00:00,78067984.41299495,0.0,90907950.12362954,0.0,49635257.4374286,0.0,74302621.41278994,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,311645543.0360032,0.0,14093307.03785499,0.0 - 01/02 06:00:00,79694203.5743237,0.0,92447703.95989013,0.0,51187887.31700185,0.0,76035890.45592542,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,318097414.9563012,0.0,14093307.03785499,0.0 - 01/02 07:00:00,77309993.37324718,0.0,89974781.98484874,0.0,48850105.70217364,0.0,73059677.52220524,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,364121477.1791153,0.0,14093307.03785499,15502637.741640486 - 01/02 08:00:00,80922722.17718604,0.0,95710253.277962,0.0,51617807.52689248,0.0,76880008.39141627,0.0,20029.769395586467,19716.199619148774,19741.60595474871,23764.55680456099,604838465.7600186,0.0,56373228.15141996,38756594.35410121 - 01/02 09:00:00,77671502.10879413,0.0,102278118.2592752,0.0,58777788.863582078,0.0,85649248.25936158,0.0,17560.796641553512,17285.879094166616,17308.15371371245,20835.214878384926,587140817.071156,0.0,56373228.15141996,38756594.35410121 - 01/02 10:00:00,60381647.242279458,0.0,103048178.52381061,0.0,63671374.60581081,0.0,91262039.6080265,0.0,12518.605872241542,12322.624761967982,12338.503721717942,14852.848002850618,505680536.4715285,0.0,28186614.07570998,0.0 - 01/02 11:00:00,52936031.947730127,0.0,104069690.12003923,0.0,64505441.28366363,0.0,92576884.48683492,0.0,10034.74093803058,9877.64519666664,9890.37355069283,11905.837073362818,464238996.1697782,0.0,28186614.07570998,0.0 - 01/02 12:00:00,58254687.06857228,0.0,104624498.4176988,0.0,65151352.51462499,0.0,93452034.425062,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,396678652.04125,0.0,28186614.07570998,0.0 - 01/02 13:00:00,55257430.417458128,0.0,104006891.2848323,0.0,64413680.88005348,0.0,90590328.87835963,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,389464411.07599547,0.0,28186614.07570998,0.0 - 01/02 14:00:00,77158613.19972666,0.0,104531196.28550864,0.0,63974818.518555838,0.0,91874116.81471151,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,412734824.43379458,0.0,28186614.07570998,0.0 - 01/02 15:00:00,87636361.51102215,0.0,110062391.66259665,0.0,66064987.88054246,0.0,95490531.60517937,0.0,7526.055703522935,7408.2338974999779,7417.780163019623,8929.377805022115,471867483.90797337,0.0,28186614.07570998,0.0 - 01/02 16:00:00,93690072.76059017,0.0,113856960.77915901,0.0,67188968.19850151,0.0,97431428.75588434,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,560509765.1085817,0.0,28186614.07570998,0.0 - 01/02 17:00:00,94826806.74805144,0.0,113923532.86283933,0.0,66144549.55987655,0.0,96357027.86766905,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,559594251.652883,0.0,35233267.594637479,0.0 - 01/02 18:00:00,97526010.18685913,0.0,115578352.9189447,0.0,68018614.33608575,0.0,98485712.02644608,0.0,17648.647610892156,17372.354740191677,17394.740792433804,20939.446700027565,643687372.9050984,0.0,14093307.03785499,0.0 - 01/02 19:00:00,82453562.20686186,0.0,99817363.89600168,0.0,52757590.18970223,0.0,79871390.65189535,0.0,17679.75496475804,17402.975102629724,17425.400612334204,20976.354387948744,579444053.1880757,0.0,63419881.67034747,0.0 - 01/02 20:00:00,68157009.39595093,0.0,85233120.6948908,0.0,38103545.31877306,0.0,62206535.97420116,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,404868294.95159569,0.0,63419881.67034747,69761869.8373822 - 01/02 21:00:00,70016936.63750161,0.0,86419288.48552263,0.0,39717395.6859526,0.0,64019413.35553303,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,411556116.13034197,0.0,49326574.63249246,69761869.8373822 - 01/02 22:00:00,70958181.73631287,0.0,86408316.17541474,0.0,40840481.169147308,0.0,64987708.147283058,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,339011198.3392441,0.0,35233267.594637479,69761869.8373822 - 01/02 23:00:00,72622422.9693938,0.0,87268602.53956875,0.0,41924543.26473997,0.0,66357607.64496565,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,343989687.5297544,0.0,35233267.594637479,62010550.96656194 - 01/02 24:00:00,72749183.55698367,0.0,86877095.43670835,0.0,42434911.34476951,0.0,66452895.75742474,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,306632321.96601316,0.0,35233267.594637479,46507913.22492146 - 01/03 01:00:00,78152413.62748987,0.0,91591583.16616729,0.0,48249368.150460179,0.0,73121961.60005354,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,329233562.4142977,0.0,21139960.556782485,23253956.61246073 - 01/03 02:00:00,33661001.22299934,0.0,46045987.63731128,0.0,9871389.280842223,0.0,24999123.820073517,0.0,1278.4591886147676,1258.4446715206776,1260.066305926709,1516.8430255039896,133707229.45086447,0.0,14093307.03785499,0.0 - 01/03 03:00:00,57505557.627468708,0.0,68654179.6630078,0.0,31976708.7093262,0.0,51612865.81468637,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,228898028.35463578,0.0,14093307.03785499,0.0 - 01/03 04:00:00,56397035.55312042,0.0,66723366.19642481,0.0,32001354.97386053,0.0,51060643.452704329,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,225352825.01050408,0.0,14093307.03785499,0.0 - 01/03 05:00:00,56882407.20140466,0.0,67407218.9008538,0.0,32456003.04058176,0.0,51641491.986158657,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,227578070.5739687,0.0,14093307.03785499,0.0 - 01/03 06:00:00,56728552.94303082,0.0,67060978.81062118,0.0,32599295.884684445,0.0,51564708.07431501,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,227144485.1576213,0.0,14093307.03785499,0.0 - 01/03 07:00:00,51559057.670662108,0.0,61049603.941975269,0.0,28782277.196271458,0.0,46026038.768947917,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,264180775.3577361,0.0,14093307.03785499,15502637.741640486 - 01/03 08:00:00,51982804.57074971,0.0,61884879.361344087,0.0,32656353.063713533,0.0,46714900.2806039,0.0,20520.811428769444,20199.554297698473,20225.583485136696,24347.15943270584,500294128.39592888,0.0,56373228.15141996,38756594.35410121 - 01/03 09:00:00,65302213.03757514,0.0,75286407.8207201,0.0,41415968.92537862,0.0,60824520.0769598,0.0,17955.710000173265,17674.610010486158,17697.38554949461,21303.76450361761,511502402.0902116,0.0,56373228.15141996,38756594.35410121 - 01/03 10:00:00,73692627.08074792,0.0,83934489.7996141,0.0,50197808.79994893,0.0,72133279.13429857,0.0,12836.330100592057,12635.374958252272,12651.656928551894,15229.815671509095,472029644.3866686,0.0,28186614.07570998,0.0 - 01/03 11:00:00,68057655.33408392,0.0,79717165.67682746,0.0,47257358.96112887,0.0,68623000.88266583,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,417459023.7714504,0.0,28186614.07570998,0.0 - 01/03 12:00:00,57957610.05523778,0.0,71045815.31111638,0.0,42542418.25472307,0.0,61839107.4746973,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,310458877.87607696,0.0,28186614.07570998,0.0 - 01/03 13:00:00,50949658.52245888,0.0,69902917.18943924,0.0,41201686.44836928,0.0,59686166.38393995,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,298814355.32450976,0.0,28186614.07570998,0.0 - 01/03 14:00:00,51056532.01160313,0.0,69977222.58205523,0.0,40852070.462345469,0.0,59415053.10159337,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,298324754.7495811,0.0,28186614.07570998,0.0 - 01/03 15:00:00,47821501.19010649,0.0,67857874.35959563,0.0,39650925.189869899,0.0,57572980.93850424,0.0,7714.909614027489,7594.131264804921,7603.917078056487,9153.445760838815,328342335.061896,0.0,28186614.07570998,0.0 - 01/03 16:00:00,62870133.56088223,0.0,74803910.81616494,0.0,42729053.85361065,0.0,62437463.11081266,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,435238983.64783677,0.0,28186614.07570998,0.0 - 01/03 17:00:00,64428618.71990508,0.0,74784541.83776996,0.0,41979202.55501054,0.0,61778955.31250733,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,435369740.73155918,0.0,35233267.594637479,0.0 - 01/03 18:00:00,67862104.10724741,0.0,78103134.7306261,0.0,44815822.19428449,0.0,65321639.61896272,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,525259425.7554232,0.0,14093307.03785499,0.0 - 01/03 19:00:00,55131245.50890508,0.0,66179511.82710303,0.0,31821737.06331619,0.0,49899381.894185688,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,471931891.69439277,0.0,63419881.67034747,0.0 - 01/03 20:00:00,42509774.7701567,0.0,53992531.46459457,0.0,18797635.65889403,0.0,34443749.35621932,0.0,10260.405714384722,10099.777148849236,10112.79174256835,12173.57971635292,303271286.8096235,0.0,63419881.67034747,69761869.8373822 - 01/03 21:00:00,46045567.88133322,0.0,57555468.47470942,0.0,21720480.116743439,0.0,38204623.96614873,0.0,10260.405714384722,10099.777148849236,10112.79174256835,12173.57971635292,317053735.9986936,0.0,49326574.63249246,69761869.8373822 - 01/03 22:00:00,51263618.48919115,0.0,63081904.495718318,0.0,26003914.040983946,0.0,43840600.43246013,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,260784903.61894024,0.0,35233267.594637479,69761869.8373822 - 01/03 23:00:00,60093053.0518236,0.0,72460649.02490461,0.0,32708089.765829639,0.0,53205899.153908509,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,294501762.9488774,0.0,35233267.594637479,62010550.96656194 - 01/03 24:00:00,71624586.16814676,0.0,84920035.64829798,0.0,41756069.59669213,0.0,65325252.71739192,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,301417965.0224738,0.0,35233267.594637479,46507913.22492146 - 01/04 01:00:00,86233702.54826606,0.0,100270994.03890862,0.0,54281879.50697644,0.0,81447037.15313322,0.0,2512.715327075371,2473.3782998834255,2476.5655002752998,2981.240819334221,359831653.05493029,0.0,21139960.556782485,23253956.61246073 - 01/04 02:00:00,49629778.44316507,0.0,62924678.628412488,0.0,22503510.943425768,0.0,40423116.04227322,0.0,1251.8605872241543,1232.2624761967982,1233.8503721717944,1485.284800285062,194212813.7064367,0.0,14093307.03785499,0.0 - 01/04 03:00:00,79532447.93339923,0.0,93440284.66223103,0.0,48152361.0014906,0.0,73794612.5313577,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,313619697.69693866,0.0,14093307.03785499,0.0 - 01/04 04:00:00,82774925.61856982,0.0,96610731.1499606,0.0,51359952.267666418,0.0,77726101.48291181,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,327171702.0875687,0.0,14093307.03785499,0.0 - 01/04 05:00:00,84624860.76194427,0.0,98499411.66386034,0.0,53227552.27974497,0.0,79734616.86084469,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,334786433.13485428,0.0,14093307.03785499,0.0 - 01/04 06:00:00,86707276.16714165,0.0,100525549.61708358,0.0,55187139.98259283,0.0,81945522.34077218,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,343026458.5638647,0.0,14093307.03785499,0.0 - 01/04 07:00:00,84762165.91464065,0.0,98554069.83991097,0.0,53275938.84196922,0.0,79513830.36699984,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,390749886.78861847,0.0,14093307.03785499,15502637.741640486 - 01/04 08:00:00,84467106.46155381,0.0,103648967.21537489,0.0,54860271.7794648,0.0,82140383.32511461,0.0,19954.10685172838,19641.721586529617,19667.031949582703,23674.78608449023,623692256.0818994,0.0,56373228.15141996,38756594.35410121 - 01/04 09:00:00,56340402.38560875,0.0,101899836.84437818,0.0,55307186.58404539,0.0,82479773.893852,0.0,17496.352985128797,17222.444315205183,17244.63719256367,20758.754940002604,557827081.6663252,0.0,56373228.15141996,38756594.35410121 - 01/04 10:00:00,36605511.30874746,0.0,102687571.92988096,0.0,61055203.9502362,0.0,88519891.35325799,0.0,12518.605872241542,12322.624761967982,12338.503721717942,14852.848002850618,476185475.03372368,0.0,28186614.07570998,0.0 - 01/04 11:00:00,22151428.375356936,0.0,101872134.98333268,0.0,62034641.47449381,0.0,89624631.2994629,0.0,10034.74093803058,9877.64519666664,9890.37355069283,11905.837073362818,425833784.4641566,0.0,28186614.07570998,0.0 - 01/04 12:00:00,13355910.520792287,0.0,100941381.42172413,0.0,63005771.64713939,0.0,90380378.75413753,0.0,5034.8440859583129,4956.022662543399,4962.409003594803,5973.650316175341,343020376.18957206,0.0,28186614.07570998,0.0 - 01/04 13:00:00,9003397.949416087,0.0,97465954.3569685,0.0,61000211.16993153,0.0,82847106.97465258,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,325767722.86147239,0.0,28186614.07570998,0.0 - 01/04 14:00:00,16558071.09920207,0.0,88360838.58122756,0.0,55947723.912757087,0.0,77053627.50911974,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,313504302.8861964,0.0,28186614.07570998,0.0 - 01/04 15:00:00,50215692.0051368,0.0,92572708.83398566,0.0,55564582.872408289,0.0,79806545.98686652,0.0,7587.81426361951,7469.025615817192,7478.650217670771,9002.651979107532,391696841.1727712,0.0,28186614.07570998,0.0 - 01/04 16:00:00,62392792.71867935,0.0,96241139.61795211,0.0,56236942.6707402,0.0,81717190.04497558,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,485816917.5096373,0.0,28186614.07570998,0.0 - 01/04 17:00:00,74195874.8051225,0.0,99233962.44150827,0.0,57327072.4453489,0.0,83387563.78911796,0.0,12667.236808677,12468.92885336647,12484.996340871143,15029.192935339648,503685751.25881299,0.0,35233267.594637479,0.0 - 01/04 18:00:00,79022597.09432891,0.0,101642641.73243983,0.0,60011040.87661641,0.0,86483206.67013115,0.0,17704.89994844552,17427.72643690678,17450.183841231796,21006.1879512509,592079879.8137224,0.0,14093307.03785499,0.0 - 01/04 19:00:00,65393622.677930127,0.0,86850491.00184179,0.0,45509137.515452999,0.0,68903255.24360228,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,532014295.3276286,0.0,63419881.67034747,0.0 - 01/04 20:00:00,50823312.3924623,0.0,71536838.91210158,0.0,30044225.1247152,0.0,50367746.26722429,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,354840266.6013254,0.0,63419881.67034747,69761869.8373822 - 01/04 21:00:00,55217642.47770602,0.0,75046175.8649887,0.0,32723390.625303627,0.0,53878955.89736696,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,368740255.5757662,0.0,49326574.63249246,69761869.8373822 - 01/04 22:00:00,60025651.61353547,0.0,78978719.59593329,0.0,36361189.7930268,0.0,58381523.14758493,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,309563595.2611667,0.0,35233267.594637479,69761869.8373822 - 01/04 23:00:00,63656525.81724127,0.0,81884537.55936909,0.0,38984199.06971706,0.0,61673493.62983601,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,321890297.05907949,0.0,35233267.594637479,62010550.96656194 - 01/04 24:00:00,64686006.18043056,0.0,82253950.23581267,0.0,39767279.1928671,0.0,62472197.76772454,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,287297669.2469617,0.0,35233267.594637479,46507913.22492146 - 01/05 01:00:00,67894147.58751135,0.0,84272536.91559939,0.0,43617226.8824303,0.0,66649696.16694027,0.0,2556.918377229535,2516.889343041355,2520.132611853418,3033.686051007979,300693062.5317575,0.0,21139960.556782485,23253956.61246073 - 01/05 02:00:00,28060748.303724588,0.0,41516728.41045338,0.0,9303167.277386776,0.0,22820414.696300854,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,120892008.13283545,0.0,14093307.03785499,0.0 - 01/05 03:00:00,47629508.52544385,0.0,60698638.279869128,0.0,27301114.883436517,0.0,44992069.22890341,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,199812280.36262275,0.0,14093307.03785499,0.0 - 01/05 04:00:00,53283417.13567519,0.0,65564374.14145143,0.0,32374938.445027707,0.0,50913331.29283124,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,221172652.69588325,0.0,14093307.03785499,0.0 - 01/05 05:00:00,55719951.08578046,0.0,67444229.82844374,0.0,34951860.75300943,0.0,53570461.99419731,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,230745621.59649436,0.0,14093307.03785499,0.0 - 01/05 06:00:00,55904250.87957157,0.0,67248877.52715636,0.0,35349466.14506139,0.0,53722958.24987565,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,231284670.73672838,0.0,14093307.03785499,0.0 - 01/05 07:00:00,52013157.60745565,0.0,63034141.575432028,0.0,31920300.80912316,0.0,49218249.16082006,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,215270948.32154689,0.0,14093307.03785499,15502637.741640486 - 01/05 08:00:00,52428004.30583287,0.0,65430907.2923362,0.0,34820326.5586581,0.0,49437660.755890388,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,278457295.58758148,0.0,56373228.15141996,38756594.35410121 - 01/05 09:00:00,54887382.017656829,0.0,73087586.24944756,0.0,40247952.44479548,0.0,59230723.61430421,0.0,12784.591886147677,12584.446715206774,12600.663059267092,15168.430255039897,418750919.22258529,0.0,56373228.15141996,38756594.35410121 - 01/05 10:00:00,54852566.82583274,0.0,75006971.94398043,0.0,45656800.56589419,0.0,65582316.626826297,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,432585821.3640005,0.0,28186614.07570998,0.0 - 01/05 11:00:00,52027414.575352277,0.0,74146061.94489153,0.0,45081945.816827747,0.0,65030102.77912033,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,427582800.012573,0.0,28186614.07570998,0.0 - 01/05 12:00:00,48655867.48025651,0.0,72504040.597485,0.0,44366771.379809077,0.0,64197344.99469307,0.0,7670.755131688606,7550.668029124063,7560.397835560255,9101.05815302394,344502389.39007237,0.0,28186614.07570998,0.0 - 01/05 13:00:00,45885838.98932815,0.0,73494268.33638974,0.0,45231174.74952899,0.0,64403155.68165517,0.0,7642.4416806269759,7522.797830420672,7532.491723261182,9067.465324130186,343369145.3672825,0.0,28186614.07570998,0.0 - 01/05 14:00:00,47015660.622346948,0.0,75831278.66923648,0.0,46265694.259471509,0.0,66249020.780863959,0.0,7633.408965454579,7513.906524089351,7523.588959574136,9056.748352378074,349581204.417305,0.0,28186614.07570998,0.0 - 01/05 15:00:00,63878625.72072981,0.0,83171424.12569498,0.0,49358877.421907197,0.0,71820730.94976649,0.0,7612.4252248129309,7493.2512878219599,7502.907106926579,9031.85194510538,382135226.2508991,0.0,28186614.07570998,0.0 - 01/05 16:00:00,72615980.92218708,0.0,89081949.16820883,0.0,52080728.05664204,0.0,75875005.31714463,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,555433322.2073841,0.0,28186614.07570998,0.0 - 01/05 17:00:00,76895465.43766725,0.0,92631049.89771004,0.0,53102790.58484881,0.0,77741856.08428192,0.0,22801.026255618603,22444.071936059645,22472.993413568056,27052.547283611366,641545462.0043956,0.0,35233267.594637479,0.0 - 01/05 18:00:00,81647065.08373335,0.0,97025397.50273842,0.0,56507728.36350004,0.0,82166867.93108115,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,582704847.7698544,0.0,14093307.03785499,0.0 - 01/05 19:00:00,71148630.86466648,0.0,86383762.40810833,0.0,45196622.17959901,0.0,68736584.86194483,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,536823389.20312008,0.0,63419881.67034747,0.0 - 01/05 20:00:00,59315236.231641348,0.0,74751812.62420856,0.0,32376164.456129735,0.0,53669046.73405357,0.0,15175.62852723902,14938.051231634385,14957.300435341542,18005.303958215063,447186882.99478128,0.0,63419881.67034747,69761869.8373822 - 01/05 21:00:00,63557037.564328107,0.0,78802534.88832554,0.0,35660594.223516259,0.0,57923284.38756148,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,425172303.52102139,0.0,49326574.63249246,69761869.8373822 - 01/05 22:00:00,67463172.54718183,0.0,82442186.14338444,0.0,38763664.170180577,0.0,61865121.70571197,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,401917226.5322909,0.0,35233267.594637479,69761869.8373822 - 01/05 23:00:00,70812999.1182617,0.0,85639608.1706506,0.0,41268058.04318448,0.0,65103032.42304658,0.0,7577.037842039161,7458.417901127024,7468.0288338575169,8989.86616626375,376199760.4309782,0.0,35233267.594637479,62010550.96656194 - 01/05 24:00:00,76317030.96941227,0.0,91019908.22776988,0.0,45844924.138677109,0.0,70847600.52349654,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,359480516.26985946,0.0,35233267.594637479,46507913.22492146 - 01/06 01:00:00,86726117.19321846,0.0,101471793.34208775,0.0,55140487.933852899,0.0,82449068.25559303,0.0,2517.4220429791564,2478.0113312716996,2481.2045017974016,2986.8251580876706,363455933.6476414,0.0,21139960.556782485,23253956.61246073 - 01/06 02:00:00,47544889.668395448,0.0,61310884.560037288,0.0,21541628.006268726,0.0,38819926.04520463,0.0,1256.3576635376856,1236.6891499417127,1238.2827501376499,1490.6204096671107,188016348.18372906,0.0,14093307.03785499,0.0 - 01/06 03:00:00,76281168.31982906,0.0,90100482.5370378,0.0,46065193.19808812,0.0,71181213.20151247,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,302396925.7979062,0.0,14093307.03785499,0.0 - 01/06 04:00:00,79907403.59821685,0.0,93568339.04727407,0.0,49529985.446982387,0.0,75502253.74257863,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,317239711.48421207,0.0,14093307.03785499,0.0 - 01/06 05:00:00,81797194.66368807,0.0,95280799.75852368,0.0,51416755.56956105,0.0,77480082.12300486,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,324706561.76393786,0.0,14093307.03785499,0.0 - 01/06 06:00:00,82668016.26405227,0.0,95949475.72141975,0.0,52436589.472276199,0.0,78426839.78231848,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,328212650.88922688,0.0,14093307.03785499,0.0 - 01/06 07:00:00,80369484.38261067,0.0,93721196.80516353,0.0,50131755.67405189,0.0,75587087.84962255,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,318541254.36060878,0.0,14093307.03785499,15502637.741640486 - 01/06 08:00:00,79094750.86020597,0.0,96989881.00480595,0.0,50765285.73576695,0.0,76771369.18517266,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,322390155.3273903,0.0,56373228.15141996,38756594.35410121 - 01/06 09:00:00,54924552.44524279,0.0,94159697.27806944,0.0,50803375.834169778,0.0,76413796.08138643,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,351497501.25416037,0.0,56373228.15141996,38756594.35410121 - 01/06 10:00:00,46055903.817508939,0.0,93639168.7758752,0.0,56357550.72816107,0.0,81871696.58992376,0.0,7552.266128937468,7434.033993815096,7443.613505392204,8960.475474263012,390929720.680137,0.0,28186614.07570998,0.0 - 01/06 11:00:00,38040992.85672537,0.0,90505463.5729892,0.0,55471649.73685642,0.0,80652725.01091762,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,377847409.79324409,0.0,28186614.07570998,0.0 - 01/06 12:00:00,55319954.55751462,0.0,92772478.83009373,0.0,56820447.95207543,0.0,82615600.73406193,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,362979534.48424938,0.0,28186614.07570998,0.0 - 01/06 13:00:00,77159041.04569349,0.0,102176529.30958785,0.0,59483362.21330801,0.0,87511366.74190793,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,401914341.0943872,0.0,28186614.07570998,0.0 - 01/06 14:00:00,85553146.60391222,0.0,106255279.47651705,0.0,60314807.06776403,0.0,89447595.39574817,0.0,7600.3420852062,7481.357312019881,7490.997804522686,9017.51576120379,455295595.2105706,0.0,28186614.07570998,0.0 - 01/06 15:00:00,90942798.52265062,0.0,108860678.532197,0.0,61311345.09334738,0.0,90901100.7220303,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,503648945.0923975,0.0,28186614.07570998,0.0 - 01/06 16:00:00,93871887.05925069,0.0,110309768.31041256,0.0,61774908.857575,0.0,91533860.03047909,0.0,12687.375374688218,12488.752146369934,12504.845178210964,15053.086575175634,547333037.6457185,0.0,28186614.07570998,0.0 - 01/06 17:00:00,93757748.53846565,0.0,109338058.97993829,0.0,60481930.637663189,0.0,89918773.28145677,0.0,15224.850449625861,14986.502575643919,15005.814213853158,18063.70389021076,581307647.5031252,0.0,35233267.594637479,0.0 - 01/06 18:00:00,97474387.60079886,0.0,112517599.941389,0.0,63438838.52189499,0.0,93517231.1420336,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,632305846.0949179,0.0,14093307.03785499,0.0 - 01/06 19:00:00,82174171.83510833,0.0,96276030.52715466,0.0,50000041.63564718,0.0,76200898.95499444,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,456284165.17507687,0.0,63419881.67034747,0.0 - 01/06 20:00:00,63651400.82052127,0.0,76951835.78909377,0.0,33288761.195826726,0.0,55011795.53418639,0.0,7622.151804410921,7502.825596001852,7512.49375257979,9043.392160512029,342954901.2682447,0.0,63419881.67034747,69761869.8373822 - 01/06 21:00:00,65840903.21313944,0.0,79659878.7773597,0.0,35165484.30026503,0.0,57483016.573071029,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,314183354.8162463,0.0,49326574.63249246,69761869.8373822 - 01/06 22:00:00,67506309.56991208,0.0,81100657.15838117,0.0,36892278.52640244,0.0,59494535.88298776,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,321140147.8612741,0.0,35233267.594637479,69761869.8373822 - 01/06 23:00:00,67359223.4679311,0.0,80463009.17978963,0.0,37079243.53170265,0.0,59442570.38774434,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,320580518.3074214,0.0,35233267.594637479,62010550.96656194 - 01/06 24:00:00,69766105.78958115,0.0,82577129.64277849,0.0,39612363.92535533,0.0,62346569.66342884,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,330538640.7613974,0.0,35233267.594637479,46507913.22492146 - 01/07 01:00:00,76809582.59909962,0.0,89225628.99579899,0.0,46865380.56941298,0.0,70902958.29880615,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,321921786.33324459,0.0,21139960.556782485,23253956.61246073 - 01/07 02:00:00,34547304.43717663,0.0,46062266.58602732,0.0,10869052.472369554,0.0,25599665.571227038,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,136137407.00186397,0.0,14093307.03785499,0.0 - 01/07 03:00:00,61598838.68687877,0.0,72667589.78309353,0.0,35202180.89090642,0.0,55509587.63683343,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,244014788.67860986,0.0,14093307.03785499,0.0 - 01/07 04:00:00,65061881.2361209,0.0,75896084.54947242,0.0,38392666.222191069,0.0,59675473.6696887,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,258010367.01627327,0.0,14093307.03785499,0.0 - 01/07 05:00:00,70481647.94750595,0.0,81684297.88005786,0.0,43058963.359309639,0.0,65517269.9083889,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,279604942.19788828,0.0,14093307.03785499,0.0 - 01/07 06:00:00,75782977.02226773,0.0,87350274.11205109,0.0,47481394.75534186,0.0,71143896.69759144,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,300527411.12869086,0.0,14093307.03785499,0.0 - 01/07 07:00:00,76572109.59300617,0.0,88509438.34952079,0.0,47625204.336959768,0.0,71520329.98311936,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,359027048.53644636,0.0,14093307.03785499,15502637.741640486 - 01/07 08:00:00,79123407.07952239,0.0,96246562.14918255,0.0,50919171.24743492,0.0,76373973.5788653,0.0,19954.10685172838,19641.721586529617,19667.031949582703,23674.78608449023,601238641.3553964,0.0,56373228.15141996,38756594.35410121 - 01/07 09:00:00,63332402.1261212,0.0,99711304.26273129,0.0,55679272.570004608,0.0,82437382.85157055,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.00205521031,561853544.694356,0.0,56373228.15141996,38756594.35410121 - 01/07 10:00:00,70570255.5239749,0.0,108085255.09120724,0.0,67157298.4912435,0.0,95909372.33863659,0.0,12421.764263814808,12227.299226986952,12243.055350055412,14737.949131123753,527590426.14419355,0.0,28186614.07570998,0.0 - 01/07 11:00:00,77548148.7988537,0.0,112245257.81912321,0.0,70106886.95316732,0.0,100057859.47657185,0.0,9915.041662468222,9759.819835593087,9772.39635961535,11763.81845211033,508318027.76294919,0.0,28186614.07570998,0.0 - 01/07 12:00:00,79436280.39688528,0.0,112830216.70041992,0.0,71080975.27321653,0.0,101457005.39647402,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,438841988.83327957,0.0,28186614.07570998,0.0 - 01/07 13:00:00,76899533.49809838,0.0,112260485.68592602,0.0,70873000.96360915,0.0,99986980.38586857,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,434057511.599786,0.0,28186614.07570998,0.0 - 01/07 14:00:00,70898992.18525149,0.0,109487360.58233118,0.0,68845534.32166647,0.0,97388488.68603328,0.0,4957.520831234111,4879.909917796544,4886.198179807675,5881.909226055165,420800313.13289907,0.0,28186614.07570998,0.0 - 01/07 15:00:00,44958840.696636158,0.0,100182763.30136064,0.0,62156627.06351109,0.0,88321569.2144225,0.0,7453.058558288884,7336.37953619217,7345.833210033248,8842.769478674252,407140747.09540918,0.0,28186614.07570998,0.0 - 01/07 16:00:00,59150436.89785543,0.0,104230489.79095185,0.0,62027563.55839683,0.0,90119276.92264992,0.0,12393.802078085277,12199.774794491357,12215.495449519187,14704.773065137913,500977610.56389549,0.0,28186614.07570998,0.0 - 01/07 17:00:00,94936006.85279116,0.0,120386522.65360809,0.0,70784650.45987918,0.0,102607419.86951207,0.0,12370.005842494198,12176.35109340764,12192.041564605817,14676.539739967253,573808377.5015001,0.0,35233267.594637479,0.0 - 01/07 18:00:00,102880652.9276065,0.0,125444116.51913879,0.0,75285581.65497914,0.0,108048482.59258759,0.0,17277.211842923825,17006.733868462165,17028.64878089292,20498.752339908067,670179682.2901852,0.0,14093307.03785499,0.0 - 01/07 19:00:00,90036419.28817931,0.0,111667310.2864921,0.0,61746733.480861019,0.0,91626679.21664103,0.0,17277.211842923825,17006.733868462165,17028.64878089292,20498.752339908067,613597990.8680465,0.0,63419881.67034747,0.0 - 01/07 20:00:00,75892269.01523324,0.0,96835788.22678657,0.0,47081970.89837313,0.0,73856459.95379697,0.0,9896.00467399536,9741.080874726114,9753.633251684652,11741.231791973803,441741510.22675767,0.0,63419881.67034747,69761869.8373822 - 01/07 21:00:00,80541795.23288274,0.0,101333035.42787814,0.0,50073385.63930409,0.0,78068947.34919435,0.0,9896.00467399536,9741.080874726114,9753.633251684652,11741.231791973803,458092185.7818271,0.0,49326574.63249246,69761869.8373822 - 01/07 22:00:00,87213358.73245065,0.0,108199405.86789677,0.0,54683384.88907383,0.0,84511902.62202816,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,408471151.7102702,0.0,35233267.594637479,69761869.8373822 - 01/07 23:00:00,92646055.95129158,0.0,113606341.88586024,0.0,58346971.516404788,0.0,89583704.80022577,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,427897955.17203757,0.0,35233267.594637479,62010550.96656194 - 01/07 24:00:00,99729310.91420663,0.0,120605749.84487747,0.0,63726855.22138408,0.0,96657580.56740278,0.0,2457.1634278000549,2418.6960759544606,2421.8128127195038,2915.3306113904188,417486307.0881829,0.0,35233267.594637479,46507913.22492146 - 01/08 01:00:00,110042798.16965108,0.0,130457397.13208342,0.0,72797308.22686021,0.0,107827555.21874134,0.0,2457.1634278000549,2418.6960759544606,2421.8128127195038,2915.3306113904188,457891869.2876481,0.0,21139960.556782485,23253956.61246073 - 01/08 02:00:00,68759540.58132567,0.0,87239259.4793021,0.0,36152117.09380664,0.0,61117992.79229444,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.665305695209,271652315.21688488,0.0,14093307.03785499,0.0 - 01/08 03:00:00,98161777.6335387,0.0,116473645.08311118,0.0,62063906.64833236,0.0,94647530.63693986,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,389691805.5715755,0.0,14093307.03785499,0.0 - 01/08 04:00:00,100459630.06445807,0.0,118139681.69641836,0.0,64881316.7765875,0.0,97241051.44474426,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,399066625.5518616,0.0,14093307.03785499,0.0 - 01/08 05:00:00,102469674.94655258,0.0,119676311.7493793,0.0,66914130.46940431,0.0,99281089.85912767,0.0,1222.8720594892826,1203.7277692714206,1205.2788953640659,1450.8910186877686,406639178.098589,0.0,14093307.03785499,0.0 - 01/08 06:00:00,104109166.84435119,0.0,121129652.36928603,0.0,68409095.07559064,0.0,100931638.51164416,0.0,1222.8720594892826,1203.7277692714206,1205.2788953640659,1450.8910186877686,412877523.8749972,0.0,14093307.03785499,0.0 - 01/08 07:00:00,100825223.8752718,0.0,117480895.90999867,0.0,65291926.05379189,0.0,96828316.99106872,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,453806145.10874459,0.0,14093307.03785499,15502637.741640486 - 01/08 08:00:00,102897355.92243433,0.0,122061175.0666452,0.0,67479782.14308337,0.0,99726274.2349556,0.0,19616.18260656554,19309.08760846451,19333.969338685616,23273.851866965975,685683716.4815724,0.0,56373228.15141996,38756594.35410121 - 01/08 09:00:00,98031699.24095494,0.0,129243820.15858108,0.0,74847374.71845043,0.0,108565981.29525604,0.0,17164.15978074485,16895.451657406444,16917.223171349913,20364.620383595226,667518113.3883896,0.0,56373228.15141996,38756594.35410121 - 01/08 10:00:00,92898127.04450849,0.0,132681339.24197807,0.0,81642349.79086086,0.0,116457180.42837146,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,607128452.2022525,0.0,28186614.07570998,0.0 - 01/08 11:00:00,75004080.32645348,0.0,127692444.69123511,0.0,79721339.90348459,0.0,113817961.03358117,0.0,9808.09130328277,9654.543804232255,9666.984669342808,11636.925933482988,542995390.5119813,0.0,28186614.07570998,0.0 - 01/08 12:00:00,61465046.47559412,0.0,124128603.88633953,0.0,78866770.30325158,0.0,112399723.56662709,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,450393765.31243637,0.0,28186614.07570998,0.0 - 01/08 13:00:00,65949464.01839075,0.0,124767778.88026968,0.0,78539322.72171194,0.0,109549380.3266873,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,452185728.2256731,0.0,28186614.07570998,0.0 - 01/08 14:00:00,68357396.28346594,0.0,122586723.12343462,0.0,76508868.4921394,0.0,107616312.62361416,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,448602921.6032781,0.0,28186614.07570998,0.0 - 01/08 15:00:00,64578790.66973113,0.0,120765354.69493252,0.0,73275279.0253776,0.0,104620524.21303723,0.0,7371.490283400164,7256.088227863379,7265.438438158511,8745.991834171256,473540380.2240144,0.0,28186614.07570998,0.0 - 01/08 16:00:00,76241829.78868415,0.0,124381686.26700217,0.0,73019859.30878122,0.0,106046354.94232108,0.0,12285.817139000274,12093.4803797723,12109.06406359752,14576.653056952093,563523783.0083485,0.0,28186614.07570998,0.0 - 01/08 17:00:00,109802397.52608139,0.0,139619887.60970409,0.0,81197990.69196405,0.0,117714355.25657062,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,631784086.7808539,0.0,35233267.594637479,0.0 - 01/08 18:00:00,119177851.43586006,0.0,145601647.65059708,0.0,86237086.35184238,0.0,124347196.94340305,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,731535377.4194543,0.0,14093307.03785499,0.0 - 01/08 19:00:00,109360629.18354382,0.0,134886605.20055834,0.0,74231978.94203399,0.0,110330398.56277617,0.0,17075.4323529404,16808.113274036357,16829.77224355841,20259.348677439386,684311211.4616207,0.0,63419881.67034747,0.0 - 01/08 20:00:00,99771039.62544331,0.0,124752267.96478394,0.0,62563227.81340979,0.0,96796063.60176458,0.0,9709.285469537328,9557.284794246307,9569.600331195472,11519.696583394565,529163720.8475468,0.0,63419881.67034747,69761869.8373822 - 01/08 21:00:00,106411995.97143214,0.0,130685258.007227,0.0,67263867.20669793,0.0,102929826.69130081,0.0,9686.920559282753,9535.270010833938,9547.557179487672,11493.16147109862,552237421.0711887,0.0,49326574.63249246,69761869.8373822 - 01/08 22:00:00,111686085.85945295,0.0,135294813.8117363,0.0,71097043.31113036,0.0,107858098.43225736,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,498409278.0118424,0.0,35233267.594637479,69761869.8373822 - 01/08 23:00:00,115547280.80726205,0.0,138475962.28306089,0.0,73874836.98480119,0.0,111322667.57079648,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,511490190.9599545,0.0,35233267.594637479,62010550.96656194 - 01/08 24:00:00,122000497.13118609,0.0,144697992.34984399,0.0,78925296.47786471,0.0,117839778.46275145,0.0,2409.1633474484917,2371.4474458152078,2374.503297897749,2858.3803483289996,499512144.4038118,0.0,35233267.594637479,46507913.22492146 - 01/09 01:00:00,131403112.34121597,0.0,153532016.81357346,0.0,87515669.34342699,0.0,128241492.55604424,0.0,2409.1633474484917,2371.4474458152078,2374.503297897749,2858.3803483289996,536740871.0364262,0.0,21139960.556782485,23253956.61246073 - 01/09 02:00:00,91016384.37612868,0.0,111070855.60707838,0.0,52017257.01309456,0.0,83554960.90406746,0.0,1201.0793117485119,1182.2761910619648,1183.7996746065704,1425.0347553736675,355631341.6584157,0.0,14093307.03785499,0.0 - 01/09 03:00:00,120840639.94935572,0.0,141406635.47131527,0.0,77970620.97674015,0.0,116675067.72245357,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,474820587.28519049,0.0,14093307.03785499,0.0 - 01/09 04:00:00,123121836.78217225,0.0,143110373.61341549,0.0,80646549.95580963,0.0,119234709.8645379,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,484041093.381261,0.0,14093307.03785499,0.0 - 01/09 05:00:00,125261033.79647842,0.0,145277585.62659214,0.0,82493728.96620621,0.0,121334373.97960997,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,492294345.53421249,0.0,14093307.03785499,0.0 - 01/09 06:00:00,127538366.11670928,0.0,147662415.68229006,0.0,84446839.93806546,0.0,123364293.96792257,0.0,1194.5256013942656,1175.8250802659075,1177.3402508958009,1417.259028208858,500885735.56374076,0.0,14093307.03785499,0.0 - 01/09 07:00:00,125801990.61069718,0.0,145767286.20463259,0.0,82548555.17566999,0.0,120951737.1236445,0.0,4778.102405577062,4703.30032106363,4709.3610035832039,5669.036112835432,546564848.5496578,0.0,14093307.03785499,15502637.741640486 - 01/09 08:00:00,125248931.95306809,0.0,151558209.98274759,0.0,84697194.4715082,0.0,124209889.58544801,0.0,19112.40962230825,18813.20128425452,18837.444014332814,22676.144451341726,771695343.7328262,0.0,56373228.15141996,38756594.35410121 - 01/09 09:00:00,93522971.34635487,0.0,148576423.21443136,0.0,84181629.13484636,0.0,123323402.76616994,0.0,16773.698637059948,16511.103255766382,16532.379497564714,19901.353141431257,700591150.7763627,0.0,56373228.15141996,38756594.35410121 - 01/09 10:00:00,73646574.53068197,0.0,149235070.97831089,0.0,89678040.98637297,0.0,129163328.2193177,0.0,12010.79311748512,11822.761910619647,11837.996746065704,14250.347553736674,621441852.2951492,0.0,28186614.07570998,0.0 - 01/09 11:00:00,57733964.698683898,0.0,147346828.45685498,0.0,90167167.64994419,0.0,129444628.25954899,0.0,9659.681133560003,9508.457023402389,9520.709640785071,11460.842932271382,569231475.6931,0.0,28186614.07570998,0.0 - 01/09 12:00:00,48168650.416787389,0.0,146638014.80370883,0.0,91574284.80092705,0.0,131063503.47955859,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,489917690.0982473,0.0,28186614.07570998,0.0 - 01/09 13:00:00,37339493.09321169,0.0,143878791.78584809,0.0,89414759.81716155,0.0,122570925.53459753,0.0,4867.856901386803,4791.649693497785,4797.824223201373,5775.526395973954,466042256.20143458,0.0,28186614.07570998,0.0 - 01/09 14:00:00,32126759.293084429,0.0,127622073.32030384,0.0,80693944.32063169,0.0,110854334.09200973,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,424676893.3046431,0.0,28186614.07570998,0.0 - 01/09 15:00:00,40433307.03655869,0.0,119874901.6970155,0.0,73152762.92363093,0.0,103757125.16423774,0.0,7371.490283400164,7256.088227863379,7265.438438158511,8745.991834171256,447518528.44237878,0.0,28186614.07570998,0.0 - 01/09 16:00:00,65847788.08204066,0.0,124622526.05008072,0.0,73179741.47160129,0.0,106261317.79225685,0.0,12285.817139000274,12093.4803797723,12109.06406359752,14576.653056952093,553745426.0975394,0.0,28186614.07570998,0.0 - 01/09 17:00:00,102185755.40981117,0.0,138538806.64987067,0.0,80806649.15802,0.0,117105970.94032724,0.0,12285.817139000274,12093.4803797723,12109.06406359752,14576.653056952093,622471234.859589,0.0,35233267.594637479,0.0 - 01/09 18:00:00,109756638.30331153,0.0,141363206.91447566,0.0,84003068.31296496,0.0,120801384.68220346,0.0,17200.143994600385,16930.87253168122,16952.689689036524,20407.314279732927,713291971.9951395,0.0,14093307.03785499,0.0 - 01/09 19:00:00,97626197.9152667,0.0,127371638.3576677,0.0,70340583.51498431,0.0,104164134.27461405,0.0,17164.15978074485,16895.451657406444,16917.223171349913,20364.620383595226,656331792.0376799,0.0,63419881.67034747,0.0 - 01/09 20:00:00,86369748.5484382,0.0,114881855.2470442,0.0,56625854.89829336,0.0,88053525.46491245,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,492998226.3199361,0.0,63419881.67034747,69761869.8373822 - 01/09 21:00:00,89882269.3428106,0.0,116885227.2970777,0.0,58432340.98546405,0.0,90412867.48343995,0.0,9852.881284009909,9698.632589455547,9711.130267465907,11690.067535877062,503042467.1453026,0.0,49326574.63249246,69761869.8373822 - 01/09 22:00:00,92018001.4339608,0.0,117263886.01952817,0.0,59525069.44262848,0.0,91563975.44191098,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,434408443.4043123,0.0,35233267.594637479,69761869.8373822 - 01/09 23:00:00,93098525.12817839,0.0,116811877.42211809,0.0,59742741.328607168,0.0,91611947.5060535,0.0,4957.520831234111,4879.909917796544,4886.198179807675,5881.909226055165,435445028.74257376,0.0,35233267.594637479,62010550.96656194 - 01/09 24:00:00,96285264.37233755,0.0,118676378.89564497,0.0,61993773.0003177,0.0,94191018.68605201,0.0,2484.3528527629616,2445.459845397391,2448.6110700110828,2947.5898262247508,408320083.8941784,0.0,35233267.594637479,46507913.22492146 - 01/10 01:00:00,103466226.27050075,0.0,124562046.36794278,0.0,68618457.43082392,0.0,101915544.08347821,0.0,2488.91302254729,2449.948624873047,2453.105633737253,2953.000293601474,435804157.4218782,0.0,21139960.556782485,23253956.61246073 - 01/10 02:00:00,60447417.10786973,0.0,78925203.76849728,0.0,31612803.67388557,0.0,53554186.29698376,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,243160552.48180268,0.0,14093307.03785499,0.0 - 01/10 03:00:00,86334349.09223502,0.0,104108608.58994892,0.0,53714995.37496078,0.0,83185329.88274583,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,346043274.5083506,0.0,14093307.03785499,0.0 - 01/10 04:00:00,85880940.39448145,0.0,102895261.50850967,0.0,54736537.96495208,0.0,83124223.01103939,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,345336954.4474426,0.0,14093307.03785499,0.0 - 01/10 05:00:00,89804001.89566134,0.0,106691712.42707558,0.0,57982103.04685722,0.0,87060009.84522832,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,360124651.68473568,0.0,14093307.03785499,0.0 - 01/10 06:00:00,92635689.96304608,0.0,109448773.84244788,0.0,60163254.07898209,0.0,89777348.86720534,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,370611891.2215946,0.0,14093307.03785499,0.0 - 01/10 07:00:00,91860679.23200134,0.0,108475750.27571275,0.0,58925355.825643319,0.0,88270256.70014106,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,421569553.09978237,0.0,14093307.03785499,15502637.741640486 - 01/10 08:00:00,99136476.93731718,0.0,117010765.32065162,0.0,63574523.96763055,0.0,94696001.68174258,0.0,19792.009347990723,19482.16174945223,19507.266503369305,23482.463583947607,670567812.1724775,0.0,56373228.15141996,38756594.35410121 - 01/10 09:00:00,107559628.8421091,0.0,126828881.98980308,0.0,73951032.53114106,0.0,106899512.93463186,0.0,17351.322909319388,17079.6847122879,17101.693629326863,20586.682291193076,674868837.0493431,0.0,56373228.15141996,38756594.35410121 - 01/10 10:00:00,108621012.02721577,0.0,128482489.82576657,0.0,79834857.37426509,0.0,113299171.19346984,0.0,12393.802078085277,12199.774794491357,12215.495449519187,14704.773065137913,615687373.8147588,0.0,28186614.07570998,0.0 - 01/10 11:00:00,102036122.7380596,0.0,123339892.25944385,0.0,76663110.36065,0.0,109350692.06444484,0.0,9937.411411051846,9781.839381589563,9794.44428004433,11790.359304899002,560084413.1819034,0.0,28186614.07570998,0.0 - 01/10 12:00:00,97106242.83498228,0.0,119083937.25214765,0.0,74040706.61984048,0.0,105941988.99531497,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,470656642.24055066,0.0,28186614.07570998,0.0 - 01/10 13:00:00,94792901.76470329,0.0,117013971.85635239,0.0,72573778.22316395,0.0,103632924.80463651,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,462497343.18712136,0.0,28186614.07570998,0.0 - 01/10 14:00:00,93430011.1235224,0.0,114455225.16438094,0.0,70324711.68381548,0.0,100884370.44571427,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,453894284.6912734,0.0,28186614.07570998,0.0 - 01/10 15:00:00,94594317.83449826,0.0,113793127.97905949,0.0,68863742.65708623,0.0,99234088.41037523,0.0,7511.163523344925,7393.574857180788,7403.102233030764,8911.708801710374,488875654.7759798,0.0,28186614.07570998,0.0 - 01/10 16:00:00,98485652.2494486,0.0,116214449.43565814,0.0,69006896.94860088,0.0,99887085.95631424,0.0,12543.426172538224,12347.056495833298,12362.966938366037,14882.296341703524,571282770.0044098,0.0,28186614.07570998,0.0 - 01/10 17:00:00,101105914.32921639,0.0,117696029.42852907,0.0,68539832.22099126,0.0,99646289.61123945,0.0,12543.426172538224,12347.056495833298,12362.966938366037,14882.296341703524,574676751.004364,0.0,35233267.594637479,0.0 - 01/10 18:00:00,103126575.43238011,0.0,119095897.40334162,0.0,70209693.5793114,0.0,101459229.94426647,0.0,17589.0072895276,17313.648099183974,17335.958501927096,20868.685735339546,657077675.0128212,0.0,14093307.03785499,0.0 - 01/10 19:00:00,89291098.18828848,0.0,105212425.97035836,0.0,56193664.47807113,0.0,84551387.84078947,0.0,17560.796641553512,17285.879094166616,17308.15371371245,20835.21487838493,598012736.0576503,0.0,63419881.67034747,0.0 - 01/10 20:00:00,73130736.42918624,0.0,88745468.76286817,0.0,40579678.837802369,0.0,65368171.3708549,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,418497923.092269,0.0,63419881.67034747,69761869.8373822 - 01/10 21:00:00,69837898.91692852,0.0,84593566.30419474,0.0,38596076.3584639,0.0,62275749.049427229,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,407177381.3394153,0.0,49326574.63249246,69761869.8373822 - 01/10 22:00:00,65151466.58701622,0.0,79731296.41465512,0.0,35014847.171110499,0.0,57699383.56385372,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,314278693.0742115,0.0,35233267.594637479,69761869.8373822 - 01/10 23:00:00,67782215.71182873,0.0,81413609.07550156,0.0,36873229.60374107,0.0,59812033.526810068,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,322027454.6414721,0.0,35233267.594637479,62010550.96656194 - 01/10 24:00:00,73314208.0654638,0.0,86783935.86141172,0.0,41739164.18604145,0.0,65837152.14585851,0.0,2544.4696551515264,2504.635508029784,2507.862986524712,3018.9161174593575,305747643.62057086,0.0,35233267.594637479,46507913.22492146 - 01/11 01:00:00,82461050.9676499,0.0,95919091.97119372,0.0,50493376.71983035,0.0,76460233.16283153,0.0,2537.4750749376437,2497.7504292739874,2500.969035642193,3010.6173150351266,343302275.4991058,0.0,21139960.556782485,23253956.61246073 - 01/11 02:00:00,43405550.09469449,0.0,56204392.441586259,0.0,17396972.34109524,0.0,34229789.19537282,0.0,1264.6357106032518,1244.8376026361994,1246.4417029451284,1500.4419965179218,170159589.3184778,0.0,14093307.03785499,0.0 - 01/11 03:00:00,72038412.87998572,0.0,84405742.90214847,0.0,41946650.061095457,0.0,65669712.17502119,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,282956528.46422329,0.0,14093307.03785499,0.0 - 01/11 04:00:00,76212114.84185487,0.0,88161655.824292,0.0,45798180.10358644,0.0,70236037.70335546,0.0,1258.7110214895782,1239.0056656358498,1240.6022508987008,1493.4125790438353,299242221.9345334,0.0,14093307.03785499,0.0 - 01/11 05:00:00,78455641.52316693,0.0,90287600.04640493,0.0,47978233.76628493,0.0,72643060.10683698,0.0,1258.7110214895782,1239.0056656358498,1240.6022508987008,1493.4125790438353,308198768.90413847,0.0,14093307.03785499,0.0 - 01/11 06:00:00,80215331.90270347,0.0,92194036.07230523,0.0,49735086.868587847,0.0,74620935.48523453,0.0,1256.3576635376856,1236.6891499417127,1238.2827501376499,1490.6204096671107,315564410.23265406,0.0,14093307.03785499,0.0 - 01/11 07:00:00,78719356.80490655,0.0,91556302.05907695,0.0,48377819.24687031,0.0,72995634.09595204,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,366724586.3725611,0.0,14093307.03785499,15502637.741640486 - 01/11 08:00:00,84457931.38139105,0.0,100116937.00394604,0.0,52607665.44519711,0.0,78986581.6790252,0.0,20029.769395586467,19716.199619148774,19741.60595474871,23764.55680456099,615876789.8961212,0.0,56373228.15141996,38756594.35410121 - 01/11 09:00:00,90321907.03569938,0.0,113112342.46329192,0.0,64756599.84566538,0.0,94679061.89113364,0.0,17390.469969340727,17118.21891778173,17140.277490077577,20633.12878357325,623085453.8145741,0.0,56373228.15141996,38756594.35410121 - 01/11 10:00:00,101800650.52648776,0.0,125958305.964782,0.0,78009543.43039796,0.0,110915276.80638388,0.0,12316.101605012387,12123.290736819432,12138.912834332386,14612.584419846327,600970979.2736895,0.0,28186614.07570998,0.0 - 01/11 11:00:00,110318594.39045322,0.0,130891198.41010154,0.0,81347724.33936122,0.0,115831251.50909248,0.0,9808.09130328277,9654.543804232255,9666.984669342808,11636.925933482988,585148333.2062354,0.0,28186614.07570998,0.0 - 01/11 12:00:00,106802013.36129996,0.0,132225575.36492899,0.0,82385036.12783581,0.0,117608743.75077498,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,512213252.90134027,0.0,28186614.07570998,0.0 - 01/11 13:00:00,96464568.92935263,0.0,132510672.70840077,0.0,82274837.14506057,0.0,116600661.20762868,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,501230522.2690561,0.0,28186614.07570998,0.0 - 01/11 14:00:00,103728265.84589172,0.0,134245122.9976204,0.0,82207920.4096677,0.0,117547581.93900986,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,511108673.47080317,0.0,28186614.07570998,0.0 - 01/11 15:00:00,68441733.06205042,0.0,123794521.34028536,0.0,75822949.46684243,0.0,108361294.71079043,0.0,7356.068477462079,7240.907853174189,7250.238502007106,8727.694450112242,486490171.9978888,0.0,28186614.07570998,0.0 - 01/11 16:00:00,82895544.97422958,0.0,128585679.11078632,0.0,76315015.2874257,0.0,111036884.55684909,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,581812834.670542,0.0,28186614.07570998,0.0 - 01/11 17:00:00,119581273.90490355,0.0,145459217.71073563,0.0,85257861.8362306,0.0,123938027.77319438,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,657216091.9663155,0.0,35233267.594637479,0.0 - 01/11 18:00:00,129442640.87930966,0.0,153015465.49229209,0.0,90902298.84203157,0.0,131203453.647104,0.0,17037.499154853813,16770.773927242244,16792.384781204808,20214.34238590884,759497859.7578923,0.0,14093307.03785499,0.0 - 01/11 19:00:00,119049770.15905775,0.0,142065292.68515665,0.0,78998728.08013517,0.0,117077196.92201448,0.0,16991.24957169032,16725.248389931032,16746.800579592076,20159.469020940487,711432951.0701182,0.0,63419881.67034747,0.0 - 01/11 20:00:00,108625257.22385593,0.0,131392917.53861454,0.0,67125062.89817678,0.0,103106073.00411603,0.0,9659.681133560003,9508.457023402389,9520.709640785071,11460.842932271382,554788197.2928312,0.0,63419881.67034747,69761869.8373822 - 01/11 21:00:00,114763132.09081283,0.0,137251021.64606706,0.0,71749229.78936087,0.0,109150476.8583409,0.0,9636.653389793966,9485.78978326083,9498.013191590995,11433.521393315998,577108180.3132441,0.0,49326574.63249246,69761869.8373822 - 01/11 22:00:00,120636419.63469573,0.0,142929408.10939534,0.0,76289365.93512883,0.0,115033520.61602026,0.0,4804.317246994047,4729.10476424786,4735.198698426281,5700.13902149467,526776249.32742646,0.0,35233267.594637479,69761869.8373822 - 01/11 23:00:00,125574578.61860886,0.0,148003484.68961967,0.0,79829720.89085239,0.0,119882428.44968519,0.0,4792.485324874271,4717.458073076111,4723.536999304204,5686.100897551788,545000705.3100691,0.0,35233267.594637479,62010550.96656194 - 01/11 24:00:00,132166233.12842058,0.0,154750081.22855533,0.0,85077671.8152492,0.0,126759117.56672596,0.0,2389.051202788531,2351.650160531815,2354.6805017916019,2834.518056417716,534500743.45645788,0.0,35233267.594637479,46507913.22492146 - 01/12 01:00:00,142934116.73209445,0.0,165399153.21145738,0.0,94769091.13655959,0.0,138753111.5688006,0.0,2381.761392685993,2344.474473766345,2347.4955684213275,2825.868975000213,577494034.124458,0.0,21139960.556782485,23253956.61246073 - 01/12 02:00:00,101607482.67240516,0.0,122012859.54814638,0.0,58580915.68438175,0.0,93195210.65856862,0.0,1187.806618871669,1169.211284668127,1170.7179327473369,1409.2872119251275,393169751.5370661,0.0,14093307.03785499,0.0 - 01/12 03:00:00,130817344.9053998,0.0,151592685.4927357,0.0,84502353.55033499,0.0,125801368.63176726,0.0,1187.806618871669,1169.211284668127,1170.7179327473369,1409.2872119251275,510487035.55380198,0.0,14093307.03785499,0.0 - 01/12 04:00:00,133921153.63976656,0.0,154510166.64056099,0.0,87711081.9780866,0.0,129314939.12921357,0.0,1184.0748411249898,1165.5379285982347,1167.0398431832167,1404.8596000794067,523174785.3543768,0.0,14093307.03785499,0.0 - 01/12 05:00:00,135935391.94581677,0.0,156376430.43849654,0.0,89696390.80270124,0.0,131475447.01456276,0.0,1184.0748411249898,1165.5379285982347,1167.0398431832167,1404.8596000794067,531201104.1683263,0.0,14093307.03785499,0.0 - 01/12 06:00:00,136998868.91367484,0.0,157267801.43840949,0.0,90798379.83652272,0.0,132585374.05225855,0.0,1184.0748411249898,1165.5379285982347,1167.0398431832167,1404.8596000794067,535367868.20761469,0.0,14093307.03785499,0.0 - 01/12 07:00:00,134127850.65358348,0.0,154140960.64834709,0.0,88179045.63941744,0.0,129108477.09334049,0.0,1184.0748411249898,1165.5379285982347,1167.0398431832167,1404.8596000794067,523273778.00143757,0.0,14093307.03785499,15502637.741640486 - 01/12 08:00:00,133629020.99296102,0.0,159708853.09082637,0.0,90674695.17348194,0.0,132676165.96815232,0.0,4723.7206571421,4649.769929045323,4655.761632191047,5604.514244196306,587370294.4906908,0.0,56373228.15141996,38756594.35410121 - 01/12 09:00:00,100916123.60777416,0.0,156925930.85461907,0.0,89564316.61658208,0.0,131377992.87881218,0.0,11840.748411249897,11655.379285982344,11670.398431832165,14048.596000794068,655958803.625278,0.0,56373228.15141996,38756594.35410121 - 01/12 10:00:00,81665574.42667787,0.0,157884262.6499376,0.0,94439774.90191597,0.0,136333968.91860614,0.0,11878.066188716688,11692.11284668127,11707.179327473368,14092.872119251275,648056410.632779,0.0,28186614.07570998,0.0 - 01/12 11:00:00,67339945.61559414,0.0,157850870.06973268,0.0,95898007.26591724,0.0,138025620.79629875,0.0,11908.806963429963,11722.372368831724,11737.477842106638,14129.344875001067,637307251.1252728,0.0,28186614.07570998,0.0 - 01/12 12:00:00,60996024.95807868,0.0,159824043.91366325,0.0,98319151.46039185,0.0,140853619.730104,0.0,7167.153608365593,7054.950481595443,7064.041505374807,8503.554169253148,567235759.2147582,0.0,28186614.07570998,0.0 - 01/12 13:00:00,54773391.5023909,0.0,157148294.7903879,0.0,96225869.56489459,0.0,133012696.45207265,0.0,7206.475870491073,7093.657146371787,7102.798047639422,8550.208532242006,548991554.8580254,0.0,28186614.07570998,0.0 - 01/12 14:00:00,51904941.92256561,0.0,145945340.83593688,0.0,90120822.14674169,0.0,125160864.08905538,0.0,7227.490042345475,7114.342337445621,7123.509893693246,8575.141044987,521277708.9407964,0.0,28186614.07570998,0.0 - 01/12 15:00:00,57501085.42883986,0.0,139667790.36813448,0.0,83731959.86839772,0.0,119260174.03264213,0.0,7244.760850170003,7131.342767551789,7140.532230588806,8595.632199203537,508565174.6690651,0.0,28186614.07570998,0.0 - 01/12 16:00:00,78639582.75689706,0.0,140951437.3074721,0.0,82019751.43876826,0.0,119272344.75166072,0.0,16952.110978744815,16686.722518959385,16708.225064103426,20113.032574422585,674539444.3452269,0.0,28186614.07570998,0.0 - 01/12 17:00:00,119170943.23515415,0.0,156934690.92782364,0.0,90988129.5015846,0.0,131983384.51272552,0.0,21734.28255051001,21394.02830265537,21421.596691766415,25786.89659761061,824289643.0904406,0.0,35233267.594637479,0.0 - 01/12 18:00:00,129022293.41654983,0.0,162438145.88756604,0.0,95425127.22299764,0.0,137590703.91853363,0.0,16904.441983730005,16639.799790954174,16661.241871373877,20056.475131474916,777419322.0447658,0.0,14093307.03785499,0.0 - 01/12 19:00:00,119613104.82619831,0.0,150932648.8952367,0.0,83833018.86232449,0.0,123625438.74237785,0.0,16904.441983730005,16639.799790954174,16661.241871373877,20056.475131474916,730947262.925256,0.0,63419881.67034747,0.0 - 01/12 20:00:00,106900996.86974398,0.0,136360004.60844154,0.0,69592592.76743207,0.0,106350373.44770997,0.0,14489.521700340007,14262.685535103577,14281.064461177612,17191.264398407075,636012297.6354293,0.0,63419881.67034747,69761869.8373822 - 01/12 21:00:00,110725589.66727981,0.0,138471342.34133793,0.0,72095924.68331042,0.0,109310890.1784873,0.0,12074.601416950005,11885.571279252983,11900.887050981342,14326.053665339228,611277355.1555002,0.0,49326574.63249246,69761869.8373822 - 01/12 22:00:00,113909571.12288104,0.0,139907491.19320036,0.0,74500853.68705179,0.0,111996807.39231739,0.0,9659.681133560003,9508.457023402389,9520.709640785071,11460.842932271382,584853610.0235185,0.0,35233267.594637479,69761869.8373822 - 01/12 23:00:00,116755727.10107503,0.0,141572776.6994859,0.0,76511706.60300319,0.0,114354352.67800331,0.0,7227.490042345475,7114.342337445621,7123.509893693246,8575.141044987,557340303.0280643,0.0,35233267.594637479,62010550.96656194 - 01/12 24:00:00,122024427.76362588,0.0,146535106.75360818,0.0,80531792.97691414,0.0,119472651.40341984,0.0,4818.326694896983,4742.894891630415,4749.006595795498,5716.760696657999,540661138.8618993,0.0,35233267.594637479,46507913.22492146 - 01/13 01:00:00,130279882.60090626,0.0,153871593.6597422,0.0,88251228.43638447,0.0,128669525.71498157,0.0,2409.1633474484917,2371.4474458152078,2374.503297897749,2858.3803483289996,537120810.39418,0.0,21139960.556782485,23253956.61246073 - 01/13 02:00:00,87544686.57095765,0.0,107982251.74256164,0.0,51427603.2764847,0.0,81738033.5586624,0.0,1201.0793117485119,1182.2761910619648,1183.7996746065704,1425.0347553736675,346664458.9067129,0.0,14093307.03785499,0.0 - 01/13 03:00:00,115487338.20141796,0.0,136150376.9537602,0.0,76083587.13773616,0.0,112899565.86523757,0.0,1201.0793117485119,1182.276191061965,1183.7996746065704,1425.0347553736675,458592751.9161984,0.0,14093307.03785499,0.0 - 01/13 04:00:00,116377102.11940706,0.0,136336142.88291807,0.0,77794988.07977197,0.0,114058605.89820278,0.0,1201.0793117485119,1182.276191061965,1183.7996746065704,1425.0347553736675,462538722.7383464,0.0,14093307.03785499,0.0 - 01/13 05:00:00,118079045.47678775,0.0,137607881.53178663,0.0,79488073.24218899,0.0,115760136.70716612,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,468862760.12325528,0.0,14093307.03785499,0.0 - 01/13 06:00:00,118828897.37155029,0.0,137968558.17197157,0.0,80417716.40179169,0.0,116548491.57231649,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,471691286.68295589,0.0,14093307.03785499,0.0 - 01/13 07:00:00,116832340.95140328,0.0,135896751.52286873,0.0,78041576.27549505,0.0,113722492.7060213,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,462420784.62111416,0.0,14093307.03785499,15502637.741640486 - 01/13 08:00:00,113512802.86338078,0.0,137114717.72056604,0.0,77745321.54208446,0.0,113403674.63361605,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,459843877.5881558,0.0,56373228.15141996,38756594.35410121 - 01/13 09:00:00,88310814.10733813,0.0,132454132.60834414,0.0,76749618.68413624,0.0,111664485.42182237,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,481652287.4189063,0.0,56373228.15141996,38756594.35410121 - 01/13 10:00:00,81898051.92330033,0.0,132092719.71544576,0.0,81511060.8758367,0.0,116744240.61681153,0.0,7301.785352080205,7187.474540246676,7196.736334802061,8663.289593960933,521503502.0873179,0.0,28186614.07570998,0.0 - 01/13 11:00:00,65654845.06025318,0.0,124403292.41789076,0.0,78169530.5533567,0.0,111943758.6013506,0.0,7318.042436974457,7203.477117444153,7212.759532953605,8682.578004616882,489672112.16401198,0.0,28186614.07570998,0.0 - 01/13 12:00:00,54680156.52225384,0.0,121720907.68123356,0.0,77443646.24545409,0.0,110795408.85874087,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,437832003.60418286,0.0,28186614.07570998,0.0 - 01/13 13:00:00,55898950.90503122,0.0,121519506.79250132,0.0,76476891.28706457,0.0,107031510.92983619,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,434118744.2109338,0.0,28186614.07570998,0.0 - 01/13 14:00:00,73101587.52810487,0.0,118802964.89980218,0.0,73599028.58709954,0.0,105221370.64954435,0.0,7371.490283400164,7256.088227863379,7265.438438158511,8745.991834171256,481025383.2854868,0.0,28186614.07570998,0.0 - 01/13 15:00:00,90577787.60732848,0.0,125746819.47732759,0.0,75372237.1041921,0.0,109315326.45750273,0.0,9808.09130328277,9654.543804232255,9666.984669342808,11636.925933482988,547771735.2035778,0.0,28186614.07570998,0.0 - 01/13 16:00:00,102016979.43586664,0.0,133219436.21310237,0.0,78250422.88474663,0.0,114042117.97232798,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,610978412.2025774,0.0,28186614.07570998,0.0 - 01/13 17:00:00,112941387.27258985,0.0,140358854.51301984,0.0,81096483.72583884,0.0,118489658.28359877,0.0,14674.46471387139,14444.733231257043,14463.346744368791,17410.692224253227,672462036.6845489,0.0,35233267.594637479,0.0 - 01/13 18:00:00,119078584.0393251,0.0,144847341.62986637,0.0,84820618.12584177,0.0,123148746.32112563,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,728066885.1539106,0.0,14093307.03785499,0.0 - 01/13 19:00:00,108467272.99260055,0.0,133139617.08436024,0.0,72853498.87705052,0.0,108765652.09508467,0.0,9808.09130328277,9654.543804232255,9666.984669342808,11636.925933482988,569985605.6063229,0.0,63419881.67034747,0.0 - 01/13 20:00:00,94697816.36266646,0.0,118304524.8170146,0.0,58343832.31986687,0.0,91076627.04546523,0.0,7356.068477462079,7240.907853174189,7250.238502007106,8727.694450112242,472492473.9629334,0.0,63419881.67034747,69761869.8373822 - 01/13 21:00:00,98632334.2356711,0.0,121388475.9634836,0.0,61164965.41002308,0.0,94582996.40570997,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,449148554.29350128,0.0,49326574.63249246,69761869.8373822 - 01/13 22:00:00,103830490.10222332,0.0,126130624.19639784,0.0,65041017.24723617,0.0,99586399.86978154,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,467780415.71213939,0.0,35233267.594637479,69761869.8373822 - 01/13 23:00:00,105841183.85186307,0.0,127437906.16287419,0.0,66469344.705617178,0.0,101251369.52032602,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,474379586.51929387,0.0,35233267.594637479,62010550.96656194 - 01/13 24:00:00,108937286.3245183,0.0,129795848.55397448,0.0,69260952.71567354,0.0,104439524.34739657,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,485813394.2201763,0.0,35233267.594637479,46507913.22492146 - 01/14 01:00:00,117836693.40607183,0.0,138007095.3074659,0.0,77668582.98782985,0.0,114463721.00979227,0.0,2445.744118978565,2407.455538542841,2410.5577907281319,2901.782037375537,484572034.85941007,0.0,21139960.556782485,23253956.61246073 - 01/14 02:00:00,74516329.22542314,0.0,92663092.9862028,0.0,38981796.69017647,0.0,66089884.37264092,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,290596048.8440967,0.0,14093307.03785499,0.0 - 01/14 03:00:00,102087044.82852668,0.0,120004315.67561148,0.0,64450020.65498989,0.0,97701417.25311437,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,402587743.9818958,0.0,14093307.03785499,0.0 - 01/14 04:00:00,101690607.68038726,0.0,118569069.34459219,0.0,65450412.98715161,0.0,97666934.13465676,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,401760429.4169437,0.0,14093307.03785499,0.0 - 01/14 05:00:00,102303810.89895067,0.0,118900608.7087326,0.0,66354373.23748994,0.0,98384313.4712257,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,404326511.5865549,0.0,14093307.03785499,0.0 - 01/14 06:00:00,103025039.8410215,0.0,119833447.36124479,0.0,66915743.50362031,0.0,99076368.77523649,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,407279319.7356869,0.0,14093307.03785499,0.0 - 01/14 07:00:00,100385392.76361147,0.0,117467173.5304278,0.0,64184565.13784461,0.0,95563905.37676952,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,451315917.8269086,0.0,14093307.03785499,15502637.741640486 - 01/14 08:00:00,106552624.68071427,0.0,125014128.25708483,0.0,68140778.0412006,0.0,101011194.2510199,0.0,19705.762568019818,19397.265178911097,19422.26053493182,23380.135071754125,695578249.3030403,0.0,56373228.15141996,38756594.35410121 - 01/14 09:00:00,106353231.3415872,0.0,132958655.34494606,0.0,76674139.0974892,0.0,111014047.63038989,0.0,17242.54224701734,16972.607031547202,16994.477968065337,20457.618187784858,685002156.9783055,0.0,56373228.15141996,38756594.35410121 - 01/14 10:00:00,63521750.16546592,0.0,123717953.35803813,0.0,74643250.24727774,0.0,107405791.41146885,0.0,12340.865602088448,12147.667048901549,12163.320557780658,14641.965957077193,553946494.1793029,0.0,28186614.07570998,0.0 - 01/14 11:00:00,35821445.04659772,0.0,121075676.69318304,0.0,73900396.102725,0.0,106369267.78341662,0.0,9896.00467399536,9741.080874726114,9753.633251684652,11741.231791973803,485241807.7584901,0.0,28186614.07570998,0.0 - 01/14 12:00:00,29942036.987720379,0.0,121257243.12709449,0.0,75200885.75751896,0.0,107720197.00612426,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,408467660.75811067,0.0,28186614.07570998,0.0 - 01/14 13:00:00,22598888.74295462,0.0,116315235.8046166,0.0,72021312.9424425,0.0,98428205.56990099,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,384007524.8850125,0.0,28186614.07570998,0.0 - 01/14 14:00:00,20964105.5376943,0.0,102446329.88547232,0.0,64529837.28167457,0.0,88893115.47692019,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,351760306.77840188,0.0,28186614.07570998,0.0 - 01/14 15:00:00,26759158.778161639,0.0,97804629.64609924,0.0,59000741.691729437,0.0,84019170.3016742,0.0,7511.163523344925,7393.574857180788,7403.102233030764,8911.708801710374,379974078.31262519,0.0,28186614.07570998,0.0 - 01/14 16:00:00,44125730.95887227,0.0,100034887.15739958,0.0,57509657.140264358,0.0,84280495.00403814,0.0,12543.426172538224,12347.056495833298,12362.966938366037,14882.296341703524,473639455.6749622,0.0,28186614.07570998,0.0 - 01/14 17:00:00,84029790.28787527,0.0,116357204.99305733,0.0,66708853.26521218,0.0,97318402.86597686,0.0,12497.394989377714,12301.745939432274,12317.597994688338,14827.682100001863,551414167.0967223,0.0,35233267.594637479,0.0 - 01/14 18:00:00,94466495.76311863,0.0,122501419.95537615,0.0,71880930.56109679,0.0,103913647.3621498,0.0,17459.843495262332,17186.50638821341,17208.652955884863,20715.437823928944,654016080.0295837,0.0,14093307.03785499,0.0 - 01/14 19:00:00,83565184.81920555,0.0,109600537.59691759,0.0,59010727.38136866,0.0,88307075.92609218,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.002055210312,601176708.6075122,0.0,63419881.67034747,0.0 - 01/14 20:00:00,68988155.73090574,0.0,93289354.43147327,0.0,43677340.90730572,0.0,69477751.10449016,0.0,9997.915991502172,9841.39675154582,9854.07839575067,11862.14568000149,425032534.72185549,0.0,63419881.67034747,69761869.8373822 - 01/14 21:00:00,70899479.39333922,0.0,93705177.75310129,0.0,45030068.2517555,0.0,70846740.35444513,0.0,9997.915991502172,9841.39675154582,9854.07839575067,11862.14568000149,430081398.3003217,0.0,49326574.63249246,69761869.8373822 - 01/14 22:00:00,73129998.5244371,0.0,94792874.92293097,0.0,46852642.391245488,0.0,72841231.77155337,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,362543666.2068074,0.0,35233267.594637479,69761869.8373822 - 01/14 23:00:00,74521632.27311538,0.0,95423279.0123926,0.0,47873126.54944815,0.0,73979299.05458611,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,366724255.4861827,0.0,35233267.594637479,62010550.96656194 - 01/14 24:00:00,77475753.69502698,0.0,97586678.77543883,0.0,50337541.20699954,0.0,76886379.13132988,0.0,2508.685234507645,2469.41129916666,2472.5933876732076,2976.4592683407047,339824089.89167287,0.0,35233267.594637479,46507913.22492146 - 01/15 01:00:00,86921793.53272747,0.0,106803861.17092929,0.0,58371525.537341218,0.0,86990027.78956507,0.0,2508.685234507645,2469.41129916666,2472.5933876732076,2976.4592683407047,376624945.11344066,0.0,21139960.556782485,23253956.61246073 - 01/15 02:00:00,49766755.11744526,0.0,68097528.85672552,0.0,24976821.231224546,0.0,44040776.37219304,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,205542852.03386284,0.0,14093307.03785499,0.0 - 01/15 03:00:00,79349127.59191045,0.0,97360564.44203316,0.0,50726656.317422319,0.0,77629895.51368439,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,323687185.4996166,0.0,14093307.03785499,0.0 - 01/15 04:00:00,82435721.32921362,0.0,99907664.98796802,0.0,53619198.86225997,0.0,80964403.21163686,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,335547930.0256448,0.0,14093307.03785499,0.0 - 01/15 05:00:00,86354551.89951037,0.0,103779162.36546424,0.0,56694109.25271289,0.0,84688933.87563847,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,350061741.73273006,0.0,14093307.03785499,0.0 - 01/15 06:00:00,91442190.09590625,0.0,108748853.67288777,0.0,60404788.100208,0.0,89682514.24215815,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,368744121.0108654,0.0,14093307.03785499,0.0 - 01/15 07:00:00,92033383.50385861,0.0,109268095.48512182,0.0,59922450.36692014,0.0,89341569.04656787,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,424280379.4207236,0.0,14093307.03785499,15502637.741640486 - 01/15 08:00:00,94826861.27504352,0.0,118356007.83510974,0.0,64087789.951705288,0.0,95742565.77014618,0.0,19565.95295182852,19259.64430834273,19284.462325825054,23214.256299004297,665780762.0180069,0.0,56373228.15141996,38756594.35410121 - 01/15 09:00:00,68872046.07227209,0.0,121447782.4992272,0.0,67663390.56656577,0.0,100509700.68994701,0.0,17037.499154853813,16770.773927242244,16792.384781204808,20214.34238590884,613426920.725167,0.0,56373228.15141996,38756594.35410121 - 01/15 10:00:00,56320829.72069547,0.0,128702288.86845133,0.0,77460514.4043172,0.0,111735668.9961967,0.0,12136.60683692166,11946.605992807883,11962.00041399434,14399.620729243206,555820704.2923423,0.0,28186614.07570998,0.0 - 01/15 11:00:00,45862788.738720949,0.0,132329603.15394935,0.0,81197874.93963297,0.0,116626851.57007966,0.0,9709.285469537328,9557.284794246307,9569.600331195472,11519.696583394565,521298240.24452808,0.0,28186614.07570998,0.0 - 01/15 12:00:00,40716593.66832508,0.0,136888266.20631285,0.0,85409289.27452761,0.0,121852646.74855258,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,457507356.8187907,0.0,28186614.07570998,0.0 - 01/15 13:00:00,36074068.93569249,0.0,140152210.85755489,0.0,86648930.4870304,0.0,118511087.37679698,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,454026858.5781473,0.0,28186614.07570998,0.0 - 01/15 14:00:00,33613151.72209151,0.0,131138077.78870753,0.0,82311437.12971722,0.0,112919920.94140443,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,432623148.5029933,0.0,28186614.07570998,0.0 - 01/15 15:00:00,39579462.65788297,0.0,125354717.52328138,0.0,76161903.21849612,0.0,107553914.53185776,0.0,7301.785352080205,7187.474540246676,7196.736334802061,8663.289593960933,457907426.8874418,0.0,28186614.07570998,0.0 - 01/15 16:00:00,65215150.80487547,0.0,130953268.41515792,0.0,76584261.4713905,0.0,110986270.29235476,0.0,12136.60683692166,11946.605992807883,11962.00041399434,14399.620729243206,565340353.2864602,0.0,28186614.07570998,0.0 - 01/15 17:00:00,113612827.61339444,0.0,152370029.60892535,0.0,88935030.2020688,0.0,129005007.9226578,0.0,12074.601416950005,11885.571279252983,11900.887050981342,14326.053665339228,664596503.6321313,0.0,35233267.594637479,0.0 - 01/15 18:00:00,127133136.52659433,0.0,161159314.76068545,0.0,95415654.04138278,0.0,137414186.39906676,0.0,16864.14343213944,16600.132120706447,16621.52308528424,20008.662438302996,773462351.6028886,0.0,14093307.03785499,0.0 - 01/15 19:00:00,118853203.97963476,0.0,150751263.55541194,0.0,83702980.04056677,0.0,123909337.04180385,0.0,16815.110364479166,16551.866674867506,16573.195444491983,19950.48657523134,728823157.2300693,0.0,63419881.67034747,0.0 - 01/15 20:00:00,109412596.17254621,0.0,139680613.71735729,0.0,71463082.36763758,0.0,109579387.98684947,0.0,9584.970649748542,9434.916146152222,9447.073998608408,11372.201795103576,573556665.5669963,0.0,63419881.67034747,69761869.8373822 - 01/15 21:00:00,116088589.64642191,0.0,144751509.2638627,0.0,75791255.7299272,0.0,115086154.10594088,0.0,9556.204811154124,9406.60064212726,9418.722007166407,11338.072225670863,594708067.61618,0.0,49326574.63249246,69761869.8373822 - 01/15 22:00:00,121778247.50981853,0.0,149246861.80446006,0.0,79612039.53129626,0.0,119852532.88261079,0.0,4778.102405577062,4703.30032106363,4709.3610035832039,5669.036112835432,541984961.1631992,0.0,35233267.594637479,69761869.8373822 - 01/15 23:00:00,126652618.37402034,0.0,153642274.40995748,0.0,82687633.62511568,0.0,123645455.6971842,0.0,4763.522785371986,4688.94894753269,4694.991136842655,5651.737950000426,557905105.0573697,0.0,35233267.594637479,62010550.96656194 - 01/15 24:00:00,133403631.5030637,0.0,159956700.380216,0.0,87725525.26968205,0.0,130101373.85067873,0.0,2375.613237743338,2338.422569336254,2341.4358654946738,2818.574423850255,546733796.9507687,0.0,35233267.594637479,46507913.22492146 - 01/16 01:00:00,143364677.80941204,0.0,169337593.7298913,0.0,96469054.85536349,0.0,140818524.97455273,0.0,2375.613237743338,2338.422569336254,2341.4358654946738,2818.574423850255,585536417.3163478,0.0,21139960.556782485,23253956.61246073 - 01/16 02:00:00,101162792.21791686,0.0,124808306.25038344,0.0,58917365.88760397,0.0,93881423.60454941,0.0,1190.8806963429966,1172.2372368831726,1173.7477842106637,1412.9344875001066,396589168.69822666,0.0,14093307.03785499,0.0 - 01/16 03:00:00,129054840.95733738,0.0,152322081.76473657,0.0,83834189.41495919,0.0,125368670.56241572,0.0,1190.8806963429966,1172.2372368831726,1173.7477842106637,1412.9344875001066,508399063.4372218,0.0,14093307.03785499,0.0 - 01/16 04:00:00,130810544.80057232,0.0,153375411.61698739,0.0,85905436.97953284,0.0,127172534.0124133,0.0,1190.8806963429966,1172.2372368831726,1173.7477842106637,1412.9344875001066,515083208.14727887,0.0,14093307.03785499,0.0 - 01/16 05:00:00,131288493.20510663,0.0,153512721.4726946,0.0,86488675.39962013,0.0,127110186.16054939,0.0,1194.5256013942656,1175.8250802659075,1177.3402508958009,1417.259028208858,516273896.0967241,0.0,14093307.03785499,0.0 - 01/16 06:00:00,130212725.07823816,0.0,151713332.57705293,0.0,85945603.81364301,0.0,125917454.22900982,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,511716738.8632697,0.0,14093307.03785499,0.0 - 01/16 07:00:00,126949396.81338409,0.0,148126050.74419458,0.0,82827804.10699296,0.0,121897032.2752059,0.0,4792.485324874271,4717.458073076111,4723.536999304204,5686.100897551788,551510776.6010804,0.0,14093307.03785499,15502637.741640486 - 01/16 08:00:00,132363062.37540324,0.0,154663326.06642203,0.0,86515114.48937065,0.0,126665228.33355156,0.0,19217.26898797619,18916.41905699144,18940.794793705125,22800.55608597868,787756871.3934925,0.0,56373228.15141996,38756594.35410121 - 01/16 09:00:00,138838844.36265639,0.0,162444338.5378471,0.0,95613021.83449395,0.0,137205598.13298915,0.0,16864.14343213944,16600.132120706447,16621.52308528424,20008.662438302996,786441862.7431458,0.0,56373228.15141996,38756594.35410121 - 01/16 10:00:00,135010849.94142369,0.0,160341745.12011288,0.0,98906158.38584778,0.0,140176258.57629843,0.0,12108.65069910344,11919.08751354242,11934.44647435959,14366.451838873276,715618103.5168461,0.0,28186614.07570998,0.0 - 01/16 11:00:00,117324920.40035224,0.0,150908715.61370517,0.0,93204509.89634964,0.0,133122629.49702023,0.0,9735.713802773605,9583.29938699557,9595.648446402745,11551.052791947908,640237347.3486587,0.0,28186614.07570998,0.0 - 01/16 12:00:00,102301710.31103489,0.0,145698115.77760763,0.0,90014297.17324849,0.0,128798640.14822383,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,540004647.7066153,0.0,28186614.07570998,0.0 - 01/16 13:00:00,86709175.7060784,0.0,141769011.1769508,0.0,87220656.95058127,0.0,122327486.15804863,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,511406112.27027258,0.0,28186614.07570998,0.0 - 01/16 14:00:00,80935999.85626778,0.0,133485581.06587516,0.0,81791166.049027,0.0,115403497.7407154,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,485479344.31070616,0.0,28186614.07570998,0.0 - 01/16 15:00:00,57310844.08212825,0.0,122588955.12077283,0.0,73778527.25529462,0.0,105175832.04060556,0.0,7404.519361253068,7288.600229340928,7297.992334668395,8785.179574246316,469648807.8970326,0.0,28186614.07570998,0.0 - 01/16 16:00:00,71222150.32456434,0.0,123914693.49629241,0.0,71980735.52806589,0.0,104929814.86558911,0.0,12340.865602088448,12147.667048901549,12163.320557780658,14641.965957077193,556705143.2115641,0.0,28186614.07570998,0.0 - 01/16 17:00:00,111012999.84874973,0.0,140717023.05984695,0.0,81105544.24872962,0.0,118026571.56643652,0.0,12316.101605012387,12123.290736819432,12138.912834332386,14612.584419846327,635149341.2694008,0.0,35233267.594637479,0.0 - 01/16 18:00:00,120949298.52958146,0.0,146766748.02878193,0.0,85745034.84571737,0.0,123905141.84788636,0.0,17242.54224701734,16972.607031547202,16994.477968065337,20457.618187784858,735368306.81586,0.0,14093307.03785499,0.0 - 01/16 19:00:00,108079680.36383128,0.0,132641207.9077031,0.0,71761926.02523235,0.0,106991120.14854764,0.0,17242.54224701734,16972.607031547202,16994.477968065337,20457.618187784858,677476018.0092075,0.0,63419881.67034747,0.0 - 01/16 20:00:00,94957139.01129365,0.0,118575737.75922618,0.0,57626347.66728639,0.0,89939369.05341998,0.0,9852.881284009909,9698.632589455547,9711.130267465907,11690.067535877062,508528355.5277366,0.0,63419881.67034747,69761869.8373822 - 01/16 21:00:00,97852351.5714405,0.0,120424641.97584635,0.0,59644656.983432579,0.0,92335703.09736108,0.0,9872.692481670758,9718.13363912124,9730.656446224526,11713.572765661753,517983552.82572236,0.0,49326574.63249246,69761869.8373822 - 01/16 22:00:00,99272362.29001057,0.0,120951261.0776403,0.0,60737459.73111312,0.0,93510085.7862567,0.0,4957.520831234111,4879.909917796544,4886.198179807675,5881.909226055165,448651106.2426373,0.0,35233267.594637479,69761869.8373822 - 01/16 23:00:00,99134625.26039762,0.0,120004782.19244199,0.0,60625619.59633523,0.0,93137067.06217231,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,447249391.9909997,0.0,35233267.594637479,62010550.96656194 - 01/16 24:00:00,101913095.47516273,0.0,122128537.9847186,0.0,63189689.758950088,0.0,96098602.17466702,0.0,2484.3528527629616,2445.459845397391,2448.6110700110828,2947.5898262247508,420503574.3333247,0.0,35233267.594637479,46507913.22492146 - 01/17 01:00:00,109258483.08049259,0.0,128800604.31963821,0.0,70239769.84824655,0.0,104454989.1178275,0.0,2488.91302254729,2449.948624873047,2453.105633737253,2953.000293601474,449995729.6353374,0.0,21139960.556782485,23253956.61246073 - 01/17 02:00:00,65623816.716019358,0.0,82978228.18101788,0.0,32801797.12475135,0.0,56193842.38242924,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,256218626.0387842,0.0,14093307.03785499,0.0 - 01/17 03:00:00,92810821.98615705,0.0,109867057.94972836,0.0,56620254.936849918,0.0,87248732.13740304,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,365167808.6447047,0.0,14093307.03785499,0.0 - 01/17 04:00:00,93677561.67327862,0.0,110086338.60293684,0.0,58577026.75952998,0.0,88589007.07891032,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,369550875.74922218,0.0,14093307.03785499,0.0 - 01/17 05:00:00,93607481.1615975,0.0,108317252.29912246,0.0,58716944.38946153,0.0,88100285.38708776,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,367402933.6935438,0.0,14093307.03785499,0.0 - 01/17 06:00:00,92127953.02201635,0.0,106533825.9833399,0.0,58086080.287508267,0.0,86772838.2605231,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,362220689.1218476,0.0,14093307.03785499,0.0 - 01/17 07:00:00,88049600.60402477,0.0,103074863.43103545,0.0,54814131.03878102,0.0,82519666.48491964,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,403258227.8326011,0.0,14093307.03785499,15502637.741640486 - 01/17 08:00:00,92431222.35399723,0.0,109362267.28379289,0.0,57824717.747912529,0.0,86695514.22631043,0.0,19995.831983004344,19682.79350309164,19708.15679150134,23724.29136000298,645513586.7073742,0.0,56373228.15141996,38756594.35410121 - 01/17 09:00:00,91320541.11377299,0.0,115588203.90828017,0.0,65325517.42319028,0.0,95471514.8192674,0.0,17526.048221138157,17251.674666755174,17273.905210405115,20793.987203990862,629949992.3527523,0.0,56373228.15141996,38756594.35410121 - 01/17 10:00:00,77903866.60849032,0.0,110992406.22978962,0.0,67953609.57275568,0.0,97343086.54146478,0.0,12543.426172538224,12347.056495833298,12362.966938366037,14882.296341703524,541881654.3668883,0.0,28186614.07570998,0.0 - 01/17 11:00:00,82561873.50944191,0.0,109669350.13618829,0.0,67274987.35024706,0.0,96528591.08803316,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,506708669.7754677,0.0,28186614.07570998,0.0 - 01/17 12:00:00,75128873.2750797,0.0,103410503.30458838,0.0,63804000.33229584,0.0,91745673.66072402,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,409673092.35657778,0.0,28186614.07570998,0.0 - 01/17 13:00:00,70495820.8911147,0.0,99308747.0050999,0.0,61211628.274894978,0.0,87137482.09533195,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,393845219.24935749,0.0,28186614.07570998,0.0 - 01/17 14:00:00,68110970.97765082,0.0,95673883.27797356,0.0,58596751.51471137,0.0,83848811.17881668,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,382046928.0602386,0.0,28186614.07570998,0.0 - 01/17 15:00:00,65856929.96911811,0.0,94913255.51798047,0.0,57059652.72923523,0.0,82341215.44973959,0.0,7587.81426361951,7469.025615817192,7478.650217670771,9002.651979107532,413708365.1404474,0.0,28186614.07570998,0.0 - 01/17 16:00:00,71325794.25509511,0.0,97661600.3858146,0.0,57141123.28528169,0.0,83416218.6647091,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,498773589.0481905,0.0,28186614.07570998,0.0 - 01/17 17:00:00,89096363.73886487,0.0,106279299.05505423,0.0,61187127.83629571,0.0,89393730.22327155,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,534916625.31321099,0.0,35233267.594637479,0.0 - 01/17 18:00:00,95203562.73730278,0.0,110703340.71061158,0.0,64782232.33117996,0.0,93904881.05019233,0.0,17679.75496475804,17402.975102629724,17425.400612334204,20976.354387948744,629138163.0729013,0.0,14093307.03785499,0.0 - 01/17 19:00:00,81615742.6986632,0.0,96712932.74865622,0.0,50797807.02831801,0.0,76994109.94307073,0.0,17679.75496475804,17402.975102629724,17425.400612334204,20976.354387948744,570664738.6623228,0.0,63419881.67034747,0.0 - 01/17 20:00:00,68036683.46734536,0.0,82945402.94006565,0.0,36774796.36621867,0.0,60124713.45135215,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,399049679.79276159,0.0,63419881.67034747,69761869.8373822 - 01/17 21:00:00,71471652.10493249,0.0,86060052.16624104,0.0,39459601.73369894,0.0,63541067.73081914,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,411700457.3034714,0.0,49326574.63249246,69761869.8373822 - 01/17 22:00:00,74756943.99059665,0.0,89065019.68847333,0.0,42258508.41146034,0.0,67004646.24453542,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,348669160.1189556,0.0,35233267.594637479,69761869.8373822 - 01/17 23:00:00,76494612.79820022,0.0,90557447.34378353,0.0,43794996.29920345,0.0,68840747.19449072,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,355271845.4195678,0.0,35233267.594637479,62010550.96656194 - 01/17 24:00:00,79699183.39425867,0.0,93517886.76181373,0.0,46907725.555304069,0.0,72534033.90799184,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,330450850.5113133,0.0,35233267.594637479,46507913.22492146 - 01/18 01:00:00,87025299.38776177,0.0,100705408.52187005,0.0,54154493.640410307,0.0,81219388.71747865,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,360950360.7589787,0.0,21139960.556782485,23253956.61246073 - 01/18 02:00:00,45522553.67433648,0.0,58706058.38525405,0.0,19398019.889425219,0.0,36071719.64124299,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,178594362.03623123,0.0,14093307.03785499,0.0 - 01/18 03:00:00,72298008.47345132,0.0,85257001.70400688,0.0,42503997.27825113,0.0,66453672.904831428,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,285408690.80651316,0.0,14093307.03785499,0.0 - 01/18 04:00:00,73393349.72247814,0.0,85817937.50935866,0.0,44399031.3091693,0.0,68152985.79330348,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,290659314.780282,0.0,14093307.03785499,0.0 - 01/18 05:00:00,73971984.11524779,0.0,86178065.49679485,0.0,45474143.33418944,0.0,69005332.46431251,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,293525535.856517,0.0,14093307.03785499,0.0 - 01/18 06:00:00,75384356.69445384,0.0,87485131.47456903,0.0,46940168.120052758,0.0,70553432.62189718,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,299225852.01359876,0.0,14093307.03785499,0.0 - 01/18 07:00:00,74591046.56829693,0.0,86291655.81487552,0.0,45528750.948725488,0.0,68871954.07090533,0.0,5034.8440859583129,4956.022662543399,4962.409003594803,5973.650316175341,350620341.24858197,0.0,14093307.03785499,15502637.741640486 - 01/18 08:00:00,78439715.32044792,0.0,93574523.13272344,0.0,48832835.17121369,0.0,73673947.63373778,0.0,20101.72261660297,19787.026399067403,19812.524002202397,23849.92655467377,595305339.7192904,0.0,56373228.15141996,38756594.35410121 - 01/18 09:00:00,71574246.61901416,0.0,98503995.3579551,0.0,54967015.3586774,0.0,80834911.41421892,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,569559437.2100909,0.0,56373228.15141996,38756594.35410121 - 01/18 10:00:00,72693819.30437939,0.0,101623942.9489828,0.0,62392795.25322899,0.0,89002955.32790631,0.0,12606.176864922969,12408.824814422627,12424.81485173843,14956.747642876835,514341143.86075666,0.0,28186614.07570998,0.0 - 01/18 11:00:00,72140116.2890062,0.0,99732996.30235853,0.0,61620128.07933885,0.0,88088552.11243005,0.0,10084.941491938373,9927.059851538104,9939.851881390745,11965.398114301468,472483897.6041409,0.0,28186614.07570998,0.0 - 01/18 12:00:00,67808502.91931145,0.0,96985058.09844704,0.0,59955194.84683885,0.0,85907107.7043488,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,386347404.5518621,0.0,28186614.07570998,0.0 - 01/18 13:00:00,59330293.397596407,0.0,94299419.75060846,0.0,58210783.50345531,0.0,82221805.64721664,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,369753843.28179278,0.0,28186614.07570998,0.0 - 01/18 14:00:00,65682169.86098538,0.0,94171735.5378117,0.0,57443807.48220301,0.0,82031174.79119616,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,375020428.65511229,0.0,28186614.07570998,0.0 - 01/18 15:00:00,68624356.78560543,0.0,94661289.68439529,0.0,56419600.80788402,0.0,81430251.71284044,0.0,7600.3420852062,7481.357312019881,7490.997804522686,9017.51576120379,414860265.6573543,0.0,28186614.07570998,0.0 - 01/18 16:00:00,70944913.84544975,0.0,96046489.72285748,0.0,55894794.30762483,0.0,81412932.83090309,0.0,12667.236808677,12468.92885336647,12484.996340871143,15029.192935339648,493840408.4845505,0.0,28186614.07570998,0.0 - 01/18 17:00:00,83510329.2333601,0.0,102187193.9579742,0.0,58324086.755285147,0.0,85217597.84341648,0.0,12667.236808677,12468.92885336647,12484.996340871143,15029.192935339648,518780485.5677513,0.0,35233267.594637479,0.0 - 01/18 18:00:00,89650453.57444266,0.0,106806462.44399429,0.0,62130797.29317233,0.0,89998391.52669083,0.0,17704.89994844552,17427.72643690678,17450.183841231796,21006.1879512509,613506498.2785062,0.0,14093307.03785499,0.0 - 01/18 19:00:00,76843664.79762817,0.0,93672331.66562718,0.0,48668866.76464262,0.0,73871594.44589582,0.0,17704.89994844552,17427.72643690678,17450.183841231796,21006.1879512509,557976851.1139999,0.0,63419881.67034747,0.0 - 01/18 20:00:00,64235869.642159689,0.0,80983580.71171056,0.0,35326786.27419908,0.0,57963377.08197807,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,389677697.27782717,0.0,63419881.67034747,69761869.8373822 - 01/18 21:00:00,67242778.37091337,0.0,83546334.1378934,0.0,37728903.59403127,0.0,60948651.76088405,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,400849749.82955417,0.0,49326574.63249246,69761869.8373822 - 01/18 22:00:00,70214687.57032058,0.0,86100692.69080028,0.0,40217861.21689476,0.0,64018633.328031327,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,336243415.78896299,0.0,35233267.594637479,69761869.8373822 - 01/18 23:00:00,72145078.41293569,0.0,87648521.75429164,0.0,41798622.91622523,0.0,65943428.15560594,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,343227192.2219745,0.0,35233267.594637479,62010550.96656194 - 01/18 24:00:00,75754361.75360498,0.0,90967501.3063295,0.0,45060959.47658163,0.0,69905751.93468324,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,319534344.96265736,0.0,35233267.594637479,46507913.22492146 - 01/19 01:00:00,83929655.76600355,0.0,98857129.41381203,0.0,52877318.38635652,0.0,79349168.22038728,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,352859042.27801737,0.0,21139960.556782485,23253956.61246073 - 01/19 02:00:00,42062258.46465574,0.0,56121796.869122888,0.0,17737436.323839185,0.0,34056373.446359548,0.0,1264.6357106032518,1244.8376026361994,1246.4417029451284,1500.4419965179218,168900750.34970636,0.0,14093307.03785499,0.0 - 01/19 03:00:00,69159853.13550014,0.0,82425035.94245145,0.0,40840071.50899323,0.0,63971148.05644317,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,275318993.889117,0.0,14093307.03785499,0.0 - 01/19 04:00:00,70623699.2388145,0.0,83362729.67389873,0.0,42800650.135331589,0.0,65886197.55005151,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,281596161.84382537,0.0,14093307.03785499,0.0 - 01/19 05:00:00,71186172.81958528,0.0,83551802.13772086,0.0,43841201.81852613,0.0,66669721.401605937,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,284171783.4231672,0.0,14093307.03785499,0.0 - 01/19 06:00:00,71599234.96187887,0.0,83713634.19228319,0.0,44561442.12349801,0.0,67214570.58286448,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,286011767.10625359,0.0,14093307.03785499,0.0 - 01/19 07:00:00,69563048.90147603,0.0,81667779.95443389,0.0,42549049.487593937,0.0,64668487.8286518,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,277344376.6181281,0.0,14093307.03785499,15502637.741640486 - 01/19 08:00:00,74406169.88267674,0.0,87583703.81849137,0.0,45314113.18527419,0.0,68555054.23977776,0.0,5058.542842413007,4979.350410544797,4985.766811780513,6001.767986071687,351550582.10913607,0.0,56373228.15141996,38756594.35410121 - 01/19 09:00:00,83326191.56752575,0.0,97058393.57660245,0.0,54988067.84931335,0.0,79969039.63201082,0.0,12646.357106032516,12448.376026361992,12464.417029451284,15004.419965179217,504570545.0827424,0.0,56373228.15141996,38756594.35410121 - 01/19 10:00:00,84978522.13724785,0.0,98263600.23291111,0.0,60081390.2479439,0.0,85402449.77716269,0.0,12687.375374688218,12488.752146369934,12504.845178210964,15053.086575175634,518568575.7832667,0.0,28186614.07570998,0.0 - 01/19 11:00:00,79309279.38503227,0.0,93105176.48333025,0.0,56545786.76883376,0.0,81012389.93890113,0.0,12703.586340684868,12504.709326669756,12520.822920966317,15072.320267520045,500057812.45712497,0.0,28186614.07570998,0.0 - 01/19 12:00:00,74286790.39657732,0.0,88016249.04275304,0.0,53582671.272828679,0.0,77162479.76160042,0.0,7633.408965454579,7513.906524089351,7523.588959574136,9056.748352378074,407267740.5591455,0.0,28186614.07570998,0.0 - 01/19 13:00:00,68009831.22200418,0.0,82856743.98747739,0.0,50635477.62288831,0.0,72869023.05682768,0.0,7642.4416806269759,7522.797830420672,7532.491723261182,9067.465324130186,388725783.49957796,0.0,28186614.07570998,0.0 - 01/19 14:00:00,71470548.46660504,0.0,84362947.24299538,0.0,50413513.33609345,0.0,73116478.90590394,0.0,7642.4416806269759,7522.797830420672,7532.491723261182,9067.465324130186,393718195.5619782,0.0,28186614.07570998,0.0 - 01/19 15:00:00,68864410.6595472,0.0,82460898.9274286,0.0,48842343.90543915,0.0,71124153.78572572,0.0,7652.8597946056529,7533.0528468815159,7542.759954357443,9079.826018682028,385802402.29043659,0.0,28186614.07570998,0.0 - 01/19 16:00:00,71444332.13926849,0.0,84326423.25668085,0.0,48781304.7091742,0.0,71399436.35751583,0.0,17876.105704852118,17596.25193525843,17618.926501889113,21209.317045901833,543433660.7390847,0.0,28186614.07570998,0.0 - 01/19 17:00:00,72845419.02684653,0.0,84562385.15557295,0.0,47900208.01580018,0.0,70444045.8062589,0.0,22983.564477667012,22623.752488189417,22652.90550242886,27269.121916159504,619657697.7884798,0.0,35233267.594637479,0.0 - 01/19 18:00:00,76128353.55222449,0.0,87543501.57961308,0.0,50655677.35507843,0.0,73806827.9135823,0.0,17856.672854079854,17577.1233093902,17599.773226834033,21186.26071025806,555325748.762522,0.0,14093307.03785499,0.0 - 01/19 19:00:00,65266752.94761987,0.0,77080878.0949789,0.0,39292031.223170209,0.0,60364386.784953068,0.0,17856.672854079854,17577.1233093902,17599.773226834033,21186.26071025806,509195437.4127458,0.0,63419881.67034747,0.0 - 01/19 20:00:00,51082880.643137868,0.0,63060943.845555979,0.0,25135828.151958787,0.0,43302947.15268267,0.0,15305.719589211305,15066.105693763031,15085.519908714887,18159.652037364056,411603789.8179271,0.0,63419881.67034747,69761869.8373822 - 01/19 21:00:00,53166655.17368796,0.0,64967909.03458802,0.0,27304343.405165435,0.0,45867272.14099561,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,382157171.44159689,0.0,49326574.63249246,69761869.8373822 - 01/19 22:00:00,54722350.056894008,0.0,66276524.02991684,0.0,29129117.160869764,0.0,47930443.71054493,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,350905385.9733372,0.0,35233267.594637479,69761869.8373822 - 01/19 23:00:00,56897014.40850369,0.0,68456700.95159272,0.0,30946101.69889637,0.0,50270407.197444308,0.0,7652.8597946056529,7533.0528468815159,7542.759954357443,9079.826018682028,321080819.26873299,0.0,35233267.594637479,62010550.96656194 - 01/19 24:00:00,60866697.63825473,0.0,72413924.56430896,0.0,34518860.18258419,0.0,54720358.37445534,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,298860237.4344672,0.0,35233267.594637479,46507913.22492146 - 01/20 01:00:00,67413174.39508157,0.0,78613451.54862049,0.0,41398862.83046246,0.0,62780022.02018754,0.0,2553.729386407446,2513.750276465491,2516.989500269874,3029.9024351288337,288417248.54813006,0.0,21139960.556782485,23253956.61246073 - 01/20 02:00:00,30785373.391655908,0.0,40332262.41672219,0.0,10165208.788947754,0.0,23132513.929586147,0.0,1276.864693203723,1256.8751382327455,1258.494750134937,1514.9512175644168,123521227.403801,0.0,14093307.03785499,0.0 - 01/20 03:00:00,52244921.4329474,0.0,62041619.96187087,0.0,29465845.815164038,0.0,47270863.68038995,0.0,1276.864693203723,1256.8751382327455,1258.494750134937,1514.9512175644168,210129119.76726128,0.0,14093307.03785499,0.0 - 01/20 04:00:00,52735707.40993585,0.0,61957432.60567498,0.0,30657411.279511438,0.0,48209691.91979556,0.0,1276.864693203723,1256.8751382327455,1258.494750134937,1514.9512175644168,212666112.0918068,0.0,14093307.03785499,0.0 - 01/20 05:00:00,52435326.37356382,0.0,61292871.97656802,0.0,31008763.400634059,0.0,48126384.11052014,0.0,1278.4591886147676,1258.4446715206776,1260.066305926709,1516.8430255039896,211993073.35092414,0.0,14093307.03785499,0.0 - 01/20 06:00:00,52302340.62007158,0.0,60960903.130502078,0.0,31301711.43037853,0.0,48119352.438764329,0.0,1278.4591886147676,1258.4446715206776,1260.066305926709,1516.8430255039896,211814035.10935463,0.0,14093307.03785499,0.0 - 01/20 07:00:00,48595229.4366655,0.0,57107948.82780392,0.0,28077981.453466447,0.0,43925905.90242933,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,196855782.16051189,0.0,14093307.03785499,15502637.741640486 - 01/20 08:00:00,52039599.76399322,0.0,61986797.71890781,0.0,33736378.840207148,0.0,47726135.26943232,0.0,1276.8646932037228,1256.8751382327455,1258.494750134937,1514.9512175644168,214594780.4694295,0.0,56373228.15141996,38756594.35410121 - 01/20 09:00:00,64855849.009479258,0.0,75211727.99617197,0.0,42265923.32393433,0.0,61628983.93556243,0.0,5107.458772814891,5027.500552930982,5033.979000539748,6059.804870257667,320385959.7727038,0.0,56373228.15141996,38756594.35410121 - 01/20 10:00:00,68816833.04113868,0.0,79075565.22824687,0.0,49044354.85260494,0.0,69573637.60729525,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,381145603.9906195,0.0,28186614.07570998,0.0 - 01/20 11:00:00,65371594.21219751,0.0,75910550.81224728,0.0,46748179.94757244,0.0,66814143.99797488,0.0,7670.755131688606,7550.668029124063,7560.397835560255,9101.05815302394,369622833.90782079,0.0,28186614.07570998,0.0 - 01/20 12:00:00,63179460.677796948,0.0,73695729.33296749,0.0,45070191.2980754,0.0,64801311.22647497,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,323265602.4938672,0.0,28186614.07570998,0.0 - 01/20 13:00:00,63656557.09082344,0.0,73762984.2701424,0.0,44547879.25989945,0.0,64302841.24590525,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,322789171.825323,0.0,28186614.07570998,0.0 - 01/20 14:00:00,60560998.27608297,0.0,70959490.43529047,0.0,42822750.1804512,0.0,61987484.93846311,0.0,7678.3694773040019,7558.163170738395,7567.90263542957,9110.092283439166,351223023.0711679,0.0,28186614.07570998,0.0 - 01/20 15:00:00,61964270.33894813,0.0,73013781.11003219,0.0,43241656.04764655,0.0,62901138.771348,0.0,10227.67350891814,10067.55737216542,10080.530447413672,12134.744204031917,394158666.1850798,0.0,28186614.07570998,0.0 - 01/20 16:00:00,59646951.046152938,0.0,73065999.56573391,0.0,42445936.292832497,0.0,62127327.597662,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,428773379.9038482,0.0,28186614.07570998,0.0 - 01/20 17:00:00,64578058.52377061,0.0,75407616.60416839,0.0,42651806.09794207,0.0,62852815.471991349,0.0,15356.738954608003,15116.32634147679,15135.80527085914,18220.18456687833,475274895.17963257,0.0,35233267.594637479,0.0 - 01/20 18:00:00,67681972.72499258,0.0,77987742.6966785,0.0,45060952.420465018,0.0,65711718.75787564,0.0,17916.195447042668,17635.714065056254,17658.439482668997,21256.881994691383,524524418.16206529,0.0,14093307.03785499,0.0 - 01/20 19:00:00,56648493.51522254,0.0,67144152.7376833,0.0,33809687.48490816,0.0,52254040.757928099,0.0,10227.67350891814,10067.55737216542,10080.530447413672,12134.744204031917,362894194.41284707,0.0,63419881.67034747,0.0 - 01/20 20:00:00,42454919.01469222,0.0,53044533.30932282,0.0,19879888.67172297,0.0,35343111.404400739,0.0,7670.755131688606,7550.668029124063,7560.397835560255,9101.05815302394,265500817.33796747,0.0,63419881.67034747,69761869.8373822 - 01/20 21:00:00,44706461.875117439,0.0,55174889.42515455,0.0,22113382.987941669,0.0,38043269.654979038,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,236556913.9017452,0.0,49326574.63249246,69761869.8373822 - 01/20 22:00:00,47617756.55015162,0.0,58032687.79259904,0.0,24731021.99005458,0.0,41331595.4110274,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,248231971.70238508,0.0,35233267.594637479,69761869.8373822 - 01/20 23:00:00,49561315.33089363,0.0,59914871.27287076,0.0,26330450.223657315,0.0,43373360.300174858,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,255698907.08614905,0.0,35233267.594637479,62010550.96656194 - 01/20 24:00:00,53165838.778291817,0.0,63456107.30440966,0.0,29598972.582694197,0.0,47429671.75233139,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,270169500.37627956,0.0,35233267.594637479,46507913.22492146 - 01/21 01:00:00,62336282.88754583,0.0,72599339.461009,0.0,38145529.757671359,0.0,58007968.057556558,0.0,2553.729386407446,2513.750276465491,2516.989500269874,3029.9024351288337,269300857.91756066,0.0,21139960.556782485,23253956.61246073 - 01/21 02:00:00,22632305.76168699,0.0,31102827.785109827,0.0,3872236.667367368,0.0,13769569.999496397,0.0,1276.8646932037228,1256.8751382327455,1258.494750134937,1514.9512175644168,90482809.09054955,0.0,14093307.03785499,0.0 - 01/21 03:00:00,47725907.34886873,0.0,56685458.95961941,0.0,26815412.095930689,0.0,43370461.484600428,0.0,1276.864693203723,1256.8751382327455,1258.494750134937,1514.9512175644168,193703108.76590825,0.0,14093307.03785499,0.0 - 01/21 04:00:00,50200949.599584158,0.0,58910045.286242287,0.0,29172895.1045942,0.0,45979860.62501178,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,203348849.7841484,0.0,14093307.03785499,0.0 - 01/21 05:00:00,52095024.59173387,0.0,60663990.482300389,0.0,31271330.313258765,0.0,48201170.74331178,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,211290634.06566824,0.0,14093307.03785499,0.0 - 01/21 06:00:00,53224766.286318588,0.0,61738573.91858576,0.0,32553639.679980816,0.0,49535887.681565199,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,216111985.50151379,0.0,14093307.03785499,0.0 - 01/21 07:00:00,50859017.9955706,0.0,59340407.84699409,0.0,30198614.618070984,0.0,46554693.321952659,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,263189205.52284194,0.0,14093307.03785499,15502637.741640486 - 01/21 08:00:00,52377259.84085387,0.0,65928227.93703794,0.0,34666145.03835262,0.0,49492070.867074977,0.0,20267.5788938832,19950.286165386355,19975.994145393826,24046.708696543436,505729748.12766399,0.0,56373228.15141996,38756594.35410121 - 01/21 09:00:00,33292400.61991904,0.0,66872309.22716859,0.0,35592539.86269478,0.0,53480160.3344384,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,455356661.8776593,0.0,56373228.15141996,38756594.35410121 - 01/21 10:00:00,8518413.443160089,0.0,64965206.25362577,0.0,38825613.043501827,0.0,57125036.65115857,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,359800186.20042309,0.0,28186614.07570998,0.0 - 01/21 11:00:00,0.0,0.0,64127875.13759794,0.0,39489113.87303667,0.0,57694338.973987,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,313992121.33434948,0.0,28186614.07570998,0.0 - 01/21 12:00:00,0.0,1991745.458045486,64239672.65495547,0.0,41092529.721487957,0.0,59425324.92730551,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,241181002.81130479,1991745.458045486,28186614.07570998,0.0 - 01/21 13:00:00,0.0,9968679.20058892,58087388.43969958,0.0,37499670.48377858,0.0,50485870.24605761,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,222754628.50711168,9968679.20058892,28186614.07570998,0.0 - 01/21 14:00:00,0.0,2019755.0784979719,48290565.94565794,0.0,32068429.75828805,0.0,43885231.90233292,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,200925926.9438548,2019755.0784979719,28186614.07570998,0.0 - 01/21 15:00:00,0.0,0.0,47778879.07049747,0.0,29544866.01121817,0.0,42509012.410853598,0.0,7687.074201905429,7566.731621252323,7576.482127266549,9120.420106898993,234855306.4989331,0.0,28186614.07570998,0.0 - 01/21 16:00:00,12862929.57807731,0.0,53060412.583813469,0.0,30388653.214536404,0.0,45387654.58945136,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,333186815.36734536,0.0,28186614.07570998,0.0 - 01/21 17:00:00,37593189.6814105,0.0,65327059.70207131,0.0,36062887.24894304,0.0,54091963.82671157,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,384372375.3555176,0.0,35233267.594637479,0.0 - 01/21 18:00:00,47908879.46867548,0.0,72602143.85427667,0.0,41389748.909505639,0.0,61037510.1926171,0.0,17876.105704852118,17596.25193525843,17618.926501889113,21209.317045901833,490420446.70152029,0.0,14093307.03785499,0.0 - 01/21 19:00:00,38691478.6172408,0.0,61692132.13923056,0.0,29530165.083841534,0.0,47020677.70328441,0.0,17856.672854079854,17577.1233093902,17599.773226834033,21186.26071025806,444125841.90562108,0.0,63419881.67034747,0.0 - 01/21 20:00:00,27904094.066784298,0.0,49368244.4390905,0.0,16854629.35300993,0.0,31734467.39891289,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,278542228.6075255,0.0,63419881.67034747,69761869.8373822 - 01/21 21:00:00,33537895.454149665,0.0,53882952.80126562,0.0,20249201.64720057,0.0,36272187.40261421,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,296623030.6549579,0.0,49326574.63249246,69761869.8373822 - 01/21 22:00:00,39569194.823671597,0.0,58864182.21455454,0.0,23988102.02266471,0.0,41250700.29475189,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,240012576.03050665,0.0,35233267.594637479,69761869.8373822 - 01/21 23:00:00,43961694.06499037,0.0,62130486.34157606,0.0,26511903.85639721,0.0,44542928.4515341,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,253487409.38936169,0.0,35233267.594637479,62010550.96656194 - 01/21 24:00:00,50485376.52099017,0.0,67680991.61475788,0.0,31224780.345072409,0.0,50474498.05864784,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,237983882.40959514,0.0,35233267.594637479,46507913.22492146 - 01/22 01:00:00,60881236.56049782,0.0,77160994.00131272,0.0,40083170.88009202,0.0,61349738.72218775,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,277593376.0342171,0.0,21139960.556782485,23253956.61246073 - 01/22 02:00:00,27433534.858172515,0.0,40913670.482565689,0.0,10048868.54045501,0.0,23504840.910825556,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,120960032.7270822,0.0,14093307.03785499,0.0 - 01/22 03:00:00,51071500.14092676,0.0,64956240.284636657,0.0,30840955.475216178,0.0,49542631.558381717,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,215447919.140059,0.0,14093307.03785499,0.0 - 01/22 04:00:00,54934955.78963438,0.0,68470979.07294306,0.0,33991478.256509739,0.0,53370358.29641828,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,229776289.40360818,0.0,14093307.03785499,0.0 - 01/22 05:00:00,57333201.95157497,0.0,70392362.00895557,0.0,36067297.57919698,0.0,55624652.474065687,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,238426032.00189597,0.0,14093307.03785499,0.0 - 01/22 06:00:00,58552122.07031083,0.0,71016106.37588167,0.0,37189084.32003862,0.0,56673777.99558091,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,242439608.74991478,0.0,14093307.03785499,0.0 - 01/22 07:00:00,56942014.816276218,0.0,68904152.50297761,0.0,35374587.43556069,0.0,54339485.05818568,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,291497285.1682006,0.0,14093307.03785499,15502637.741640486 - 01/22 08:00:00,62868530.105372939,0.0,75791956.3774307,0.0,39122894.67867736,0.0,59001097.77933465,0.0,20299.800599501148,19982.003434191898,20007.752285137543,24084.93852028101,540532660.3616173,0.0,56373228.15141996,38756594.35410121 - 01/22 09:00:00,74902933.76636754,0.0,87960262.59519056,0.0,50434082.8802565,0.0,73069176.35817376,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,552146114.3431898,0.0,56373228.15141996,38756594.35410121 - 01/22 10:00:00,80897453.78252436,0.0,93257584.46245608,0.0,58361961.91262349,0.0,82238106.90680543,0.0,12703.586340684868,12504.709326669756,12520.822920966317,15072.320267520045,504840286.94543698,0.0,28186614.07570998,0.0 - 01/22 11:00:00,79512568.05088616,0.0,91440182.72762272,0.0,56780216.812707457,0.0,80466917.16945286,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,460268028.6654912,0.0,28186614.07570998,0.0 - 01/22 12:00:00,73849982.99935442,0.0,86396842.68103138,0.0,54270924.5777593,0.0,77072179.7418055,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,367624001.9523616,0.0,28186614.07570998,0.0 - 01/22 13:00:00,74103934.7032829,0.0,86203833.32551724,0.0,53314327.901776898,0.0,76121465.11056374,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,365889927.7647314,0.0,28186614.07570998,0.0 - 01/22 14:00:00,72247833.14274758,0.0,83859897.59103263,0.0,51542155.39356885,0.0,73748306.9575983,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,357634664.82520106,0.0,28186614.07570998,0.0 - 01/22 15:00:00,66268738.47899096,0.0,79823839.86885064,0.0,49624682.423850599,0.0,70991466.8063926,0.0,7633.408965454579,7513.906524089351,7523.588959574136,9056.748352378074,380928277.66347089,0.0,28186614.07570998,0.0 - 01/22 16:00:00,71477794.3134633,0.0,84486698.77648905,0.0,51116320.63514065,0.0,73628267.91401774,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,471074998.4480875,0.0,28186614.07570998,0.0 - 01/22 17:00:00,74424463.11412391,0.0,86349171.1988633,0.0,50661639.75820833,0.0,73483613.21433084,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,475510066.6361605,0.0,35233267.594637479,0.0 - 01/22 18:00:00,78254320.03423769,0.0,90045049.42568667,0.0,53499714.17111763,0.0,77111888.06706451,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,565423255.230674,0.0,14093307.03785499,0.0 - 01/22 19:00:00,65690446.26462396,0.0,77988828.19804369,0.0,40247248.34759663,0.0,61543269.40479362,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,511982075.74762549,0.0,63419881.67034747,0.0 - 01/22 20:00:00,52463470.10503375,0.0,65079484.00806074,0.0,26547476.65980552,0.0,45224543.26713014,0.0,10177.878620606105,10018.542032119136,10031.451946098849,12075.66446983743,341607707.48721167,0.0,63419881.67034747,69761869.8373822 - 01/22 21:00:00,56903952.864412169,0.0,69586549.23664987,0.0,30042643.40537182,0.0,49793233.29890921,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,358394522.710165,0.0,49326574.63249246,69761869.8373822 - 01/22 22:00:00,61260666.586103599,0.0,74065165.72013076,0.0,33576441.55515724,0.0,54427087.911419268,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,299363433.72522196,0.0,35233267.594637479,69761869.8373822 - 01/22 23:00:00,63709721.30157211,0.0,76633632.71690531,0.0,35548042.106470528,0.0,57070821.651232767,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,308996289.72859176,0.0,35233267.594637479,62010550.96656194 - 01/22 24:00:00,68357078.86955878,0.0,81301395.20162866,0.0,39648949.005238,0.0,62218111.43500443,0.0,2537.4750749376437,2497.7504292739874,2500.969035642193,3010.6173150351266,289494057.1890301,0.0,35233267.594637479,46507913.22492146 - 01/23 01:00:00,77461901.67561522,0.0,90394728.68609253,0.0,48126312.67922123,0.0,72655510.07205278,0.0,2537.4750749376437,2497.7504292739874,2500.969035642193,3010.6173150351266,326606975.790582,0.0,21139960.556782485,23253956.61246073 - 01/23 02:00:00,36544529.149774078,0.0,49271201.59819954,0.0,12861604.818213214,0.0,28105470.63312673,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,145736933.97708509,0.0,14093307.03785499,0.0 - 01/23 03:00:00,65448469.52873677,0.0,77466815.07973415,0.0,38629850.86764271,0.0,60458001.37303977,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,260926022.0948824,0.0,14093307.03785499,0.0 - 01/23 04:00:00,67929600.84033513,0.0,79658777.12074162,0.0,41012440.482704598,0.0,63410118.53433677,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,270933822.2238471,0.0,14093307.03785499,0.0 - 01/23 05:00:00,65114692.07422855,0.0,76149112.86311578,0.0,39522094.71016778,0.0,60691559.316625338,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,260514050.64503516,0.0,14093307.03785499,0.0 - 01/23 06:00:00,63791273.19405392,0.0,74390677.62041763,0.0,38849717.268230278,0.0,59414299.929067198,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,255482559.69266678,0.0,14093307.03785499,0.0 - 01/23 07:00:00,61897443.23172516,0.0,72726154.09808202,0.0,36969844.94577322,0.0,57105431.86868581,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,304732946.09667727,0.0,14093307.03785499,15502637.741640486 - 01/23 08:00:00,65474939.289443228,0.0,78061612.86996678,0.0,39449958.888824667,0.0,60377589.41846943,0.0,20355.75724121221,20037.084064238272,20062.903892197697,24151.32893967486,547949567.361067,0.0,56373228.15141996,38756594.35410121 - 01/23 09:00:00,70236118.60226693,0.0,86030853.68188347,0.0,48130395.81891999,0.0,70970534.32428389,0.0,17811.28758606068,17532.44855620849,17555.040905672984,21132.412822215498,541880185.9599217,0.0,56373228.15141996,38756594.35410121 - 01/23 10:00:00,74791280.27196567,0.0,90264238.73040949,0.0,56023432.16426622,0.0,79867470.39940316,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,491312338.37502136,0.0,28186614.07570998,0.0 - 01/23 11:00:00,77521376.0295278,0.0,91889086.1547667,0.0,56649302.290705908,0.0,81162787.81941878,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,459096643.00482007,0.0,28186614.07570998,0.0 - 01/23 12:00:00,79448562.95172665,0.0,93212640.69172193,0.0,56674632.26846143,0.0,81667162.7464054,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,387037070.61072638,0.0,28186614.07570998,0.0 - 01/23 13:00:00,79712352.58053138,0.0,93605980.53133549,0.0,56535504.54284887,0.0,81695732.37933289,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,387486615.389249,0.0,28186614.07570998,0.0 - 01/23 14:00:00,79960342.78567586,0.0,93728838.01719944,0.0,56206744.65657478,0.0,81442134.69377281,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,387372132.10563388,0.0,28186614.07570998,0.0 - 01/23 15:00:00,81412865.93541807,0.0,95030892.88201896,0.0,56349008.29756349,0.0,81907271.8344042,0.0,7622.151804410921,7502.825596001852,7512.49375257979,9043.392160512029,428751146.8780212,0.0,28186614.07570998,0.0 - 01/23 16:00:00,85133087.07343138,0.0,98728292.53653996,0.0,57941250.84068906,0.0,84346160.39696484,0.0,12687.375374688218,12488.752146369934,12504.845178210964,15053.086575175634,515991404.23562636,0.0,28186614.07570998,0.0 - 01/23 17:00:00,86489068.82272883,0.0,100044580.89992053,0.0,57490916.7310535,0.0,84147568.08451617,0.0,12703.586340684868,12504.709326669756,12520.822920966317,15072.320267520045,518257314.4192467,0.0,35233267.594637479,0.0 - 01/23 18:00:00,88700444.09620135,0.0,101938084.26230803,0.0,59494556.19340431,0.0,86441700.32186193,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,602694036.7072141,0.0,14093307.03785499,0.0 - 01/23 19:00:00,75570834.42130113,0.0,89108548.70743433,0.0,46077790.11213383,0.0,70452446.40453495,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,546989278.3886058,0.0,63419881.67034747,0.0 - 01/23 20:00:00,62080052.12432046,0.0,75976065.42085895,0.0,32358610.776670144,0.0,54086780.39624609,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,376375599.4284965,0.0,63419881.67034747,69761869.8373822 - 01/23 21:00:00,64736896.85979223,0.0,78496654.73142594,0.0,34782439.261120688,0.0,57069900.36690767,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,386959981.92964747,0.0,49326574.63249246,69761869.8373822 - 01/23 22:00:00,67629274.28275255,0.0,81274261.20640238,0.0,37438950.226895328,0.0,60345228.55738713,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,322624759.6286378,0.0,35233267.594637479,69761869.8373822 - 01/23 23:00:00,68679685.45836607,0.0,82218775.01577109,0.0,38446882.74135179,0.0,61560398.87967517,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,326939814.0475751,0.0,35233267.594637479,62010550.96656194 - 01/23 24:00:00,71519515.22590998,0.0,84930942.27753109,0.0,41261797.37127311,0.0,64933121.57224426,0.0,2540.717268136974,2500.9418653339519,2504.1645841932638,3014.464053504009,300662412.42316398,0.0,35233267.594637479,46507913.22492146 - 01/24 01:00:00,77619803.84459585,0.0,90660303.605251,0.0,47649304.26128519,0.0,72411129.82455331,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,326458777.4058122,0.0,21139960.556782485,23253956.61246073 - 01/24 02:00:00,34656197.90534781,0.0,46759986.7185303,0.0,10997274.643917665,0.0,26109206.747801186,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,137581783.95066039,0.0,14093307.03785499,0.0 - 01/24 03:00:00,59720539.62236016,0.0,70856436.33805147,0.0,33956670.04647516,0.0,54049869.6494984,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,237668614.82510118,0.0,14093307.03785499,0.0 - 01/24 04:00:00,59620526.299245487,0.0,69981726.80767125,0.0,34676669.93924835,0.0,54531593.460654389,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,237895615.67553548,0.0,14093307.03785499,0.0 - 01/24 05:00:00,59182219.09398813,0.0,68956534.77626726,0.0,35212590.0137309,0.0,54409654.91449619,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,236846097.96719844,0.0,14093307.03785499,0.0 - 01/24 06:00:00,58626339.10262562,0.0,67999544.99127943,0.0,35461498.65238861,0.0,54113624.89599475,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,235286106.8110044,0.0,14093307.03785499,0.0 - 01/24 07:00:00,55562487.043548349,0.0,64839193.56996976,0.0,32709761.567045176,0.0,50560566.68373773,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,280012405.53916499,0.0,14093307.03785499,15502637.741640486 - 01/24 08:00:00,58360582.49028951,0.0,68890889.3709864,0.0,36104467.3573792,0.0,51566078.16868173,0.0,20407.626118948407,20088.14092501738,20114.026544953183,24212.86938315207,520283604.08679267,0.0,56373228.15141996,38756594.35410121 - 01/24 09:00:00,70203222.69594538,0.0,80922283.86367986,0.0,46028969.137676019,0.0,66885172.07067675,0.0,17856.672854079854,17577.1233093902,17599.773226834033,21186.26071025806,531231036.1300017,0.0,56373228.15141996,38756594.35410121 - 01/24 10:00:00,74905400.72986281,0.0,85435644.17888519,0.0,53791643.65279951,0.0,75753795.49155909,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,480737475.7402664,0.0,28186614.07570998,0.0 - 01/24 11:00:00,72915015.4079115,0.0,83651476.9873543,0.0,52189070.22038103,0.0,74098473.55020695,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,435534829.5155816,0.0,28186614.07570998,0.0 - 01/24 12:00:00,69984147.5895304,0.0,80471978.13892108,0.0,50052354.00242953,0.0,71340009.5462256,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,348271964.7846624,0.0,28186614.07570998,0.0 - 01/24 13:00:00,69435965.11290401,0.0,79499381.76326578,0.0,48976697.368936847,0.0,70045225.4841102,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,344380745.23677268,0.0,28186614.07570998,0.0 - 01/24 14:00:00,70377725.74310887,0.0,80435612.41682692,0.0,48843071.87400024,0.0,70206868.54823978,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,346286754.08973166,0.0,28186614.07570998,0.0 - 01/24 15:00:00,73430164.74926397,0.0,83997221.22126703,0.0,49820019.53868731,0.0,72074404.94159866,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,393957023.71215078,0.0,28186614.07570998,0.0 - 01/24 16:00:00,75648780.84703312,0.0,86704341.7250598,0.0,50942540.553966,0.0,73826401.70850568,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,477973056.52172449,0.0,28186614.07570998,0.0 - 01/24 17:00:00,76664602.93406438,0.0,88062004.43348223,0.0,50741489.07335864,0.0,73942337.3162292,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,480261425.4442943,0.0,35233267.594637479,0.0 - 01/24 18:00:00,82182568.27886084,0.0,94112083.44018446,0.0,54989994.033508349,0.0,79567868.2108887,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,577364797.4960098,0.0,14093307.03785499,0.0 - 01/24 19:00:00,71556547.52813044,0.0,84247125.25323317,0.0,43437646.48873273,0.0,66144376.68175775,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,531165354.69505569,0.0,63419881.67034747,0.0 - 01/24 20:00:00,61949459.46538833,0.0,75594989.16584742,0.0,32656466.502194566,0.0,53796071.06246112,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,375165069.7636712,0.0,63419881.67034747,69761869.8373822 - 01/24 21:00:00,66607464.48313032,0.0,80628620.34443215,0.0,36393201.62740286,0.0,58734325.56864348,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,393746693.9894409,0.0,49326574.63249246,69761869.8373822 - 01/24 22:00:00,71765305.23241326,0.0,85967980.05095896,0.0,40618191.823276977,0.0,64220539.880232159,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,338023069.397385,0.0,35233267.594637479,69761869.8373822 - 01/24 23:00:00,77341527.9567554,0.0,91954251.99047335,0.0,44910289.717061419,0.0,69943933.19133693,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,359346082.470919,0.0,35233267.594637479,62010550.96656194 - 01/24 24:00:00,83470229.97876813,0.0,98354129.28455621,0.0,50098604.06102977,0.0,76590207.72665158,0.0,2508.685234507645,2469.41129916666,2472.5933876732076,2976.4592683407047,346050908.1338833,0.0,35233267.594637479,46507913.22492146 - 01/25 01:00:00,94520271.92358105,0.0,109618688.62812692,0.0,60134639.30469113,0.0,89089739.31183847,0.0,2499.478997875543,2460.349187886455,2463.5195989376677,2965.5364200003725,390763322.30515769,0.0,21139960.556782485,23253956.61246073 - 01/25 02:00:00,56555926.85849847,0.0,71109117.56183379,0.0,26687316.8879245,0.0,46024401.11469753,0.0,1244.456511273645,1224.9743124365232,1226.5528168686265,1476.5001468007368,218997704.05752064,0.0,14093307.03785499,0.0 - 01/25 03:00:00,91531108.04895991,0.0,105770149.12723686,0.0,56392174.87835938,0.0,85217193.54349388,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,357294030.868206,0.0,14093307.03785499,0.0 - 01/25 04:00:00,98906002.7785823,0.0,113261516.11812783,0.0,63281154.68627331,0.0,93639673.33540702,0.0,1219.673739495743,1200.5795195740259,1202.1265888256008,1447.0963341028135,387338461.173584,0.0,14093307.03785499,0.0 - 01/25 05:00:00,105672150.30884804,0.0,120366848.58197323,0.0,68699561.05087118,0.0,100569173.49729125,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,413426042.5883,0.0,14093307.03785499,0.0 - 01/25 06:00:00,111533716.47356498,0.0,126639295.96880262,0.0,72880582.17786844,0.0,106199044.11712456,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,435319999.5658691,0.0,14093307.03785499,0.0 - 01/25 07:00:00,111346770.12977332,0.0,126676096.84468825,0.0,71903864.7552042,0.0,105276557.56765613,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,487472732.6113558,0.0,14093307.03785499,15502637.741640486 - 01/25 08:00:00,111242386.26262345,0.0,133205905.3180618,0.0,74577871.52296728,0.0,109428002.15767613,0.0,19217.26898797619,18916.41905699144,18940.794793705125,22800.55608597868,716004305.3900738,0.0,56373228.15141996,38756594.35410121 - 01/25 09:00:00,77938887.82994205,0.0,128025977.33524972,0.0,72678850.46383795,0.0,106770364.83004505,0.0,16904.441983730005,16639.799790954174,16661.241871373877,20056.475131474916,638357132.0581935,0.0,56373228.15141996,38756594.35410121 - 01/25 10:00:00,58589196.16921531,0.0,126999821.61411153,0.0,77550094.00190367,0.0,111554497.25477903,0.0,12136.60683692166,11946.605992807883,11962.00041399434,14399.620729243206,556295011.342691,0.0,28186614.07570998,0.0 - 01/25 11:00:00,43440496.139769289,0.0,125956157.51091077,0.0,78083649.39600855,0.0,112197762.2238658,0.0,9757.389915965943,9604.636156592207,9617.012710604806,11576.770672822508,505678979.3121021,0.0,28186614.07570998,0.0 - 01/25 12:00:00,36075386.08321826,0.0,128526211.98031327,0.0,80739233.45306447,0.0,115371837.95931489,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,433904553.7724114,0.0,28186614.07570998,0.0 - 01/25 13:00:00,31536102.95951054,0.0,128612269.3481696,0.0,80538517.31245306,0.0,110435579.68290735,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,424314353.59954109,0.0,28186614.07570998,0.0 - 01/25 14:00:00,28755132.571113439,0.0,117736507.37910183,0.0,75139790.96036496,0.0,103038891.92520148,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,398050105.11439517,0.0,28186614.07570998,0.0 - 01/25 15:00:00,31734502.638820858,0.0,111879145.38074965,0.0,68729720.77085749,0.0,97242693.4972066,0.0,7356.068477462079,7240.907853174189,7250.238502007106,8727.694450112242,419655735.70555487,0.0,28186614.07570998,0.0 - 01/25 16:00:00,52505062.916576329,0.0,115264327.16659853,0.0,68080970.21728289,0.0,99096806.01767168,0.0,12196.737394957428,12005.795195740257,12021.26588825601,14470.963341028135,517448308.870064,0.0,28186614.07570998,0.0 - 01/25 17:00:00,97544736.79134853,0.0,136337198.40886227,0.0,79891496.61019202,0.0,116104236.42796669,0.0,12108.65069910344,11919.08751354242,11934.44647435959,14366.451838873276,611060759.7315328,0.0,35233267.594637479,0.0 - 01/25 18:00:00,118931499.28153169,0.0,150449143.02891854,0.0,90081235.747753,0.0,129283076.80705366,0.0,16864.14343213944,16600.132120706447,16621.52308528424,20008.662438302996,741085014.7404162,0.0,14093307.03785499,0.0 - 01/25 19:00:00,111663272.65387851,0.0,141460663.2727112,0.0,79183286.17696871,0.0,116759568.4106338,0.0,16815.110364479166,16551.866674867506,16573.195444491983,19950.48657523134,700673163.1268442,0.0,63419881.67034747,0.0 - 01/25 20:00:00,101704115.63616444,0.0,129954367.01008456,0.0,66969439.088464219,0.0,102215997.12916659,0.0,9584.970649748542,9434.916146152222,9447.073998608408,11372.201795103576,544264904.1864857,0.0,63419881.67034747,69761869.8373822 - 01/25 21:00:00,107033928.5725795,0.0,133415554.09872554,0.0,71276277.67116326,0.0,107076957.76306893,0.0,9527.045570743972,9377.89789506538,9389.98227368531,11303.475900000853,561356964.0077211,0.0,49326574.63249246,69761869.8373822 - 01/25 22:00:00,113725419.21362773,0.0,139181484.2559659,0.0,76549043.30286375,0.0,113619056.00912668,0.0,4736.299364499959,4662.151714392939,4668.159372732866,5619.4384003176269,513944778.6485803,0.0,35233267.594637479,69761869.8373822 - 01/25 23:00:00,116723945.48115982,0.0,141496010.5350536,0.0,78581950.36713048,0.0,116165121.76459106,0.0,4751.226475486676,4676.845138672508,4682.871730989347,5637.14884770051,524060160.0421915,0.0,35233267.594637479,62010550.96656194 - 01/25 24:00:00,122299445.49150938,0.0,146533481.2040444,0.0,83118323.85268042,0.0,121802249.94281802,0.0,2361.86032857105,2324.8849645226616,2327.8808160955238,2802.257122098153,509094280.12368687,0.0,35233267.594637479,46507913.22492146 - 01/26 01:00:00,133194237.5064264,0.0,156969029.44070087,0.0,92867243.6605695,0.0,133781386.87124568,0.0,2354.2316921706458,2317.375755848226,2320.361931039263,2793.206036212027,552038528.973915,0.0,21139960.556782485,23253956.61246073 - 01/26 02:00:00,91977646.60457509,0.0,113443615.994412,0.0,56535902.449151758,0.0,87791678.78877032,0.0,1177.1158460853229,1158.687877924113,1160.1809655196315,1396.6030181060133,367362159.5843954,0.0,14093307.03785499,0.0 - 01/26 03:00:00,122718895.15318614,0.0,144577014.2287837,0.0,83114264.31130094,0.0,121893270.95888837,0.0,1170.0117899606876,1151.6950371233693,1153.1791137297713,1388.1743266926274,489810461.6151824,0.0,14093307.03785499,0.0 - 01/26 04:00:00,126084930.38114357,0.0,147389391.39702345,0.0,86332539.85074651,0.0,125307382.66137782,0.0,1170.0117899606876,1151.6950371233693,1153.1791137297713,1388.1743266926274,502621261.25331458,0.0,14093307.03785499,0.0 - 01/26 05:00:00,128478996.81972891,0.0,149338556.7665743,0.0,88491299.66042045,0.0,127656614.48091986,0.0,1166.7369441254405,1148.471459610595,1149.951382308348,1384.2888471176578,511423482.80702689,0.0,14093307.03785499,0.0 - 01/26 06:00:00,134023398.70238972,0.0,154977217.63040609,0.0,92640916.99351625,0.0,133034663.85017675,0.0,1155.4016418402926,1137.3136135973196,1138.7791582716268,1370.8399436514188,531964600.86298719,0.0,14093307.03785499,0.0 - 01/26 07:00:00,131263096.22639199,0.0,151789970.26024557,0.0,90011292.24981359,0.0,129548771.36240211,0.0,1162.7709198900078,1144.567524224429,1146.0424163029705,1379.5833107547688,520011801.11507317,0.0,14093307.03785499,15502637.741640486 - 01/26 08:00:00,126723339.79253489,0.0,153960206.96263934,0.0,90196524.98015584,0.0,130046190.3065114,0.0,4635.066756124245,4562.503921386271,4568.383173374071,5499.329774766071,570281283.0941838,0.0,56373228.15141996,38756594.35410121 - 01/26 09:00:00,88604616.43131456,0.0,144927349.4730407,0.0,85240407.81282974,0.0,123412077.74382487,0.0,11700.117899606874,11516.95037123369,11531.791137297714,13881.743266926274,617254621.0912422,0.0,56373228.15141996,38756594.35410121 - 01/26 10:00:00,61720886.62442009,0.0,138799335.80173964,0.0,85494919.07336679,0.0,122398531.09313156,0.0,11878.066188716688,11692.11284668127,11707.179327473368,14092.872119251275,586146502.3282995,0.0,28186614.07570998,0.0 - 01/26 11:00:00,45456809.884636219,0.0,135053424.4617211,0.0,85049564.5262518,0.0,121566870.83894369,0.0,11878.066188716688,11692.11284668127,11707.179327473368,14092.872119251275,564859499.4471941,0.0,28186614.07570998,0.0 - 01/26 12:00:00,37152220.75896251,0.0,136122995.26669268,0.0,86745351.9586661,0.0,123574521.5115927,0.0,7188.727987311406,7076.187109614164,7085.305498956307,8529.151346327682,491160828.4878683,0.0,28186614.07570998,0.0 - 01/26 13:00:00,26986215.815195994,0.0,134193805.29716105,0.0,84324054.22768833,0.0,115577655.40579476,0.0,7227.490042345475,7114.342337445621,7123.509893693246,8575.141044987,469227470.6923369,0.0,28186614.07570998,0.0 - 01/26 14:00:00,18615907.609741488,0.0,118917192.92085648,0.0,75990810.73391849,0.0,104111360.26149757,0.0,7265.190419462064,7151.452508125451,7160.667884615754,8619.871103323967,426345126.4219121,0.0,28186614.07570998,0.0 - 01/26 15:00:00,19886075.18944077,0.0,107939667.59154909,0.0,66851750.790605518,0.0,94608035.03418866,0.0,7281.964102152996,7167.963595684729,7177.200248396604,8639.772437545926,398246369.98739299,0.0,28186614.07570998,0.0 - 01/26 16:00:00,40923571.712293159,0.0,109142915.05383049,0.0,64662547.62938832,0.0,94324151.8254428,0.0,16952.110978744815,16686.722518959385,16708.225064103426,20113.032574422585,562709514.3113835,0.0,28186614.07570998,0.0 - 01/26 17:00:00,78327190.14212507,0.0,126096746.64009184,0.0,73026744.33830032,0.0,107163041.21138183,0.0,21682.470127036424,21343.02701233686,21370.529681079737,25725.423134960995,709050942.1713895,0.0,35233267.594637479,0.0 - 01/26 18:00:00,100775281.75169218,0.0,140015310.45338638,0.0,83019021.6009644,0.0,119961107.33763437,0.0,16815.110364479166,16551.866674867506,16573.195444491983,19950.48657523134,695377093.7563293,0.0,14093307.03785499,0.0 - 01/26 19:00:00,94220098.96780738,0.0,131247927.96391085,0.0,73605214.20779273,0.0,108790388.95077682,0.0,16723.358419519715,16461.5511237227,16482.763512541213,19841.626394924006,658097108.1128352,0.0,63419881.67034747,0.0 - 01/26 20:00:00,84766041.37761137,0.0,119989833.62558049,0.0,61284126.96072941,0.0,94220474.24423862,0.0,14334.307216731186,14109.900963190887,14128.083010749613,17007.108338506296,574746314.5132007,0.0,63419881.67034747,69761869.8373822 - 01/26 21:00:00,91703201.50952873,0.0,125507066.63038406,0.0,65569784.77434948,0.0,99885932.2366894,0.0,11908.806963429963,11722.372368831724,11737.477842106638,14129.344875001067,560858792.5286815,0.0,49326574.63249246,69761869.8373822 - 01/26 22:00:00,104009868.02889797,0.0,136948127.4637505,0.0,73751276.12807957,0.0,110856426.73241762,0.0,9391.233764406763,9244.21224789205,9256.124358910587,11142.340376037118,566087777.0432332,0.0,35233267.594637479,69761869.8373822 - 01/26 23:00:00,109707058.93161442,0.0,141607542.942216,0.0,76823383.47604886,0.0,115128581.04601597,0.0,7104.449046749938,6993.227571589407,7002.2390590993,8429.157600476441,549571230.1963896,0.0,35233267.594637479,62010550.96656194 - 01/26 24:00:00,116210809.4170931,0.0,146557841.573529,0.0,81334533.19179723,0.0,120655280.55468783,0.0,4708.463384341291,4634.751511696452,4640.723862078526,5586.412072424054,535211727.72705236,0.0,35233267.594637479,46507913.22492146 - 01/27 01:00:00,129180252.58379469,0.0,158530910.81366907,0.0,91880044.58067762,0.0,133829435.68255472,0.0,2347.8084411016909,2311.0530619730127,2314.0310897276469,2785.5850940092798,548551163.3332179,0.0,21139960.556782485,23253956.61246073 - 01/27 02:00:00,90636120.53145084,0.0,117144922.36561261,0.0,56840222.79537666,0.0,89618565.51980368,0.0,1173.9042205508454,1155.5265309865063,1157.0155448638234,1392.7925470046399,371805091.0485047,0.0,14093307.03785499,0.0 - 01/27 03:00:00,117972938.31364407,0.0,144076307.4884436,0.0,80536071.7914837,0.0,119805656.02830208,0.0,1180.930164285525,1162.4424822613308,1163.9404080477619,1401.1285610490766,480061363.43819066,0.0,14093307.03785499,0.0 - 01/27 04:00:00,120483939.55701044,0.0,145550727.455756,0.0,82624624.41893684,0.0,121838332.1336909,0.0,1180.930164285525,1162.4424822613308,1163.9404080477619,1401.1285610490766,488168013.3817115,0.0,14093307.03785499,0.0 - 01/27 05:00:00,123794486.03661755,0.0,148393456.7456494,0.0,84854899.9909108,0.0,124563639.9928261,0.0,1180.930164285525,1162.4424822613308,1163.9404080477619,1401.1285610490766,499276872.58232119,0.0,14093307.03785499,0.0 - 01/27 06:00:00,127295521.03556352,0.0,151337510.0552786,0.0,87258606.48570001,0.0,127493452.26083222,0.0,1177.1158460853229,1158.687877924113,1160.1809655196315,1396.6030181060135,510998405.5848605,0.0,14093307.03785499,0.0 - 01/27 07:00:00,125309381.421059,0.0,148580693.1238804,0.0,84822204.26132152,0.0,124302367.97921613,0.0,1180.930164285525,1162.4424822613308,1163.9404080477619,1401.1285610490766,500685036.6017943,0.0,14093307.03785499,15502637.741640486 - 01/27 08:00:00,118710238.57795069,0.0,147532869.72209663,0.0,82825057.16993383,0.0,121841026.71771162,0.0,1190.8806963429966,1172.2372368831726,1173.7477842106637,1412.9344875001066,488728472.9254657,0.0,56373228.15141996,38756594.35410121 - 01/27 09:00:00,91692112.08016235,0.0,141847086.5437451,0.0,80938194.36648156,0.0,118969099.00463893,0.0,4778.102405577062,4703.30032106363,4709.3610035832039,5669.036112835432,504941771.43004158,0.0,56373228.15141996,38756594.35410121 - 01/27 10:00:00,67117707.38491702,0.0,139298638.79497088,0.0,83909704.47390837,0.0,121632973.26039012,0.0,7167.153608365593,7054.950481595443,7064.041505374807,8503.554169253148,519201943.0667067,0.0,28186614.07570998,0.0 - 01/27 11:00:00,44748213.1752697,0.0,137519182.33235259,0.0,83977366.21127337,0.0,121388597.61919946,0.0,7206.475870491073,7093.657146371787,7102.798047639422,8550.208532242006,495464661.8863746,0.0,28186614.07570998,0.0 - 01/27 12:00:00,35331076.25027074,0.0,137265067.4953013,0.0,85458958.35385496,0.0,122833724.99817258,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,453158270.4116335,0.0,28186614.07570998,0.0 - 01/27 13:00:00,33899883.20399439,0.0,132021009.74995868,0.0,81935903.1336955,0.0,113787157.66275504,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,434284514.6714762,0.0,28186614.07570998,0.0 - 01/27 14:00:00,44564763.121495258,0.0,117078769.04835756,0.0,73918061.65666385,0.0,103916622.21685593,0.0,7318.042436974457,7203.477117444153,7212.759532953605,8682.578004616882,448978901.57453337,0.0,28186614.07570998,0.0 - 01/27 15:00:00,61560598.56510788,0.0,117128178.92827685,0.0,71092303.90004854,0.0,102706302.93473616,0.0,9782.97647591426,9629.822154171365,9642.231162912527,11607.128149502149,498871152.9211705,0.0,28186614.07570998,0.0 - 01/27 16:00:00,86300358.73449546,0.0,125651182.94677516,0.0,74459487.56547806,0.0,108353446.2389037,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,577744186.2269038,0.0,28186614.07570998,0.0 - 01/27 17:00:00,98694972.68434254,0.0,131987242.0045868,0.0,76958456.47137355,0.0,112049991.82392341,0.0,14636.084873948914,14406.954234888306,14425.51906590721,17365.156009233764,638692034.0465478,0.0,35233267.594637479,0.0 - 01/27 18:00:00,103901461.08157665,0.0,134756041.99145446,0.0,79522140.8056121,0.0,115079852.90989723,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,689431091.8262923,0.0,14093307.03785499,0.0 - 01/27 19:00:00,92899521.00332928,0.0,122210157.89113496,0.0,66887621.16529714,0.0,99851094.60903496,0.0,9808.09130328277,9654.543804232255,9666.984669342808,11636.925933482988,528607959.2260233,0.0,63419881.67034747,0.0 - 01/27 20:00:00,81007546.05994243,0.0,109131170.03970149,0.0,53664014.06434692,0.0,83894948.29315612,0.0,7318.042436974457,7203.477117444153,7212.759532953605,8682.578004616882,437198363.98830768,0.0,63419881.67034747,69761869.8373822 - 01/27 21:00:00,86373164.66264037,0.0,113604686.64610739,0.0,56994101.51998498,0.0,88347909.17473112,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,418511746.29996439,0.0,49326574.63249246,69761869.8373822 - 01/27 22:00:00,92310623.3532295,0.0,118872030.05019096,0.0,60873449.81312355,0.0,93544148.7897616,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,438600709.02707937,0.0,35233267.594637479,69761869.8373822 - 01/27 23:00:00,98063270.05703084,0.0,124519601.44122869,0.0,64256806.46939693,0.0,98228683.59153971,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,458068818.5799699,0.0,35233267.594637479,62010550.96656194 - 01/27 24:00:00,104444983.23079843,0.0,130388662.10158539,0.0,68695041.4970037,0.0,103939697.37183839,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,480468841.2219997,0.0,35233267.594637479,46507913.22492146 - 01/28 01:00:00,115635342.16797605,0.0,140742674.41616423,0.0,78117005.3680652,0.0,115537593.0694974,0.0,2433.9284506934016,2395.8248467488926,2398.9121116006865,2887.763197986977,486451758.00701078,0.0,21139960.556782485,23253956.61246073 - 01/28 02:00:00,78032981.01604335,0.0,99681495.93839392,0.0,42867258.746593359,0.0,71513242.22726433,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873273,310213287.07761129,0.0,14093307.03785499,0.0 - 01/28 03:00:00,108917208.8893336,0.0,130359652.26674576,0.0,70131100.36258555,0.0,105997087.96802579,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,433523358.63600698,0.0,14093307.03785499,0.0 - 01/28 04:00:00,110782189.81900984,0.0,132100401.12612836,0.0,72349261.89065887,0.0,107958425.89549145,0.0,1213.660683692166,1194.6605992807884,1196.200041399434,1439.9620729243207,441350418.96155676,0.0,14093307.03785499,0.0 - 01/28 05:00:00,112868425.89672145,0.0,133425204.43937013,0.0,74183218.5790839,0.0,109773323.23755142,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,448368481.3020432,0.0,14093307.03785499,0.0 - 01/28 06:00:00,116842884.77448556,0.0,136000889.29320345,0.0,76735390.26427911,0.0,112872278.32144898,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,460518803.4819256,0.0,14093307.03785499,0.0 - 01/28 07:00:00,116981003.41255671,0.0,136221621.7571494,0.0,75895045.03175608,0.0,112065086.63298063,0.0,4818.326694896983,4742.894891630415,4749.006595795498,5716.760696657999,513259916.798774,0.0,14093307.03785499,15502637.741640486 - 01/28 08:00:00,111840761.40167624,0.0,139229702.55864088,0.0,76019081.18058548,0.0,112628647.4751133,0.0,19273.306779587932,18971.57956652166,18996.02638318199,22867.042786631995,728106832.4733408,0.0,56373228.15141996,38756594.35410121 - 01/28 09:00:00,86711041.14622061,0.0,134532196.3200419,0.0,76134010.6859753,0.0,112205322.89263693,0.0,16864.14343213944,16600.132120706447,16621.52308528424,20008.662438302996,661922630.9200339,0.0,56373228.15141996,38756594.35410121 - 01/28 10:00:00,75389104.31468368,0.0,133386941.8930787,0.0,81676738.0901757,0.0,117690553.54425788,0.0,12108.65069910344,11919.08751354242,11934.44647435959,14366.451838873276,589326429.3353593,0.0,28186614.07570998,0.0 - 01/28 11:00:00,59924470.95216857,0.0,130478522.07188867,0.0,80881869.96321169,0.0,116392778.12266225,0.0,9686.920559282753,9535.270010833938,9547.557179487672,11493.16147109862,532624114.3044619,0.0,28186614.07570998,0.0 - 01/28 12:00:00,53795928.315692517,0.0,130874175.08964148,0.0,82576156.99603918,0.0,118287964.96796659,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,458174786.2904123,0.0,28186614.07570998,0.0 - 01/28 13:00:00,55215882.443850759,0.0,132651506.00866625,0.0,83203649.47853178,0.0,115842514.13464883,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,459554112.9867702,0.0,28186614.07570998,0.0 - 01/28 14:00:00,57649199.99279767,0.0,129191518.55371717,0.0,81196075.21683885,0.0,113551479.79830563,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,454061510.15892478,0.0,28186614.07570998,0.0 - 01/28 15:00:00,75536240.98948865,0.0,130810574.42069972,0.0,80272037.96739577,0.0,114875847.15303087,0.0,7265.190419462064,7151.452508125451,7160.667884615754,8619.871103323967,510204555.4265131,0.0,28186614.07570998,0.0 - 01/28 16:00:00,102785537.80133929,0.0,142691633.75983394,0.0,84778090.21012643,0.0,122866240.81466776,0.0,12108.65069910344,11919.08751354242,11934.44647435959,14366.451838873276,634304594.0791309,0.0,28186614.07570998,0.0 - 01/28 17:00:00,125775542.31047602,0.0,156992719.49568699,0.0,91086331.27275041,0.0,132225517.68737988,0.0,12074.601416950005,11885.571279252983,11900.887050981342,14326.053665339228,686753719.051378,0.0,35233267.594637479,0.0 - 01/28 18:00:00,136099737.0932169,0.0,164371935.36008764,0.0,96358207.05407778,0.0,139020003.49636848,0.0,16904.441983730005,16639.799790954174,16661.241871373877,20056.475131474916,788792934.6028695,0.0,14093307.03785499,0.0 - 01/28 19:00:00,123289442.57265838,0.0,150048148.66227935,0.0,82222084.75354168,0.0,121866367.19416657,0.0,16952.110978744815,16686.722518959385,16708.225064103426,20113.032574422585,731082371.2730748,0.0,63419881.67034747,0.0 - 01/28 20:00:00,110243451.59997796,0.0,136015555.41167058,0.0,68045637.68301663,0.0,104779978.99722725,0.0,9686.920559282753,9535.270010833938,9547.557179487672,11493.16147109862,564031096.8864231,0.0,63419881.67034747,69761869.8373822 - 01/28 21:00:00,114380962.9086493,0.0,139263307.1088697,0.0,71005183.17568678,0.0,108462071.65152551,0.0,9686.920559282753,9535.270010833938,9547.557179487672,11493.16147109862,578057998.039262,0.0,49326574.63249246,69761869.8373822 - 01/28 22:00:00,119488496.4050305,0.0,141869559.04283507,0.0,74135479.77906925,0.0,112386331.54601512,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,520353103.3702153,0.0,35233267.594637479,69761869.8373822 - 01/28 23:00:00,121969965.25699273,0.0,144006477.9208145,0.0,75961297.05683035,0.0,114665226.2289335,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,529076203.06083658,0.0,35233267.594637479,62010550.96656194 - 01/28 24:00:00,126798331.87838874,0.0,149865127.954334,0.0,80356685.96697603,0.0,120206186.17424618,0.0,2414.920283390001,2377.114255850597,2380.177410196268,2865.2107330678456,513361053.63096186,0.0,35233267.594637479,46507913.22492146 - 01/29 01:00:00,137899280.90908358,0.0,158795200.110995,0.0,89563603.13665764,0.0,131498349.79259037,0.0,2409.1633474484917,2371.4474458152078,2374.503297897749,2858.3803483289996,553805013.9314922,0.0,21139960.556782485,23253956.61246073 - 01/29 02:00:00,96110828.55048736,0.0,114856706.0548453,0.0,53135692.61150634,0.0,85731114.54787943,0.0,1204.5816737242458,1185.7237229076039,1187.2516489488745,1429.1901741644998,367858631.75580129,0.0,14093307.03785499,0.0 - 01/29 03:00:00,125199866.77416532,0.0,144205780.81277866,0.0,78718028.74822214,0.0,117993619.95256356,0.0,1201.0793117485119,1182.276191061965,1183.7996746065704,1425.0347553736675,484089180.0457762,0.0,14093307.03785499,0.0 - 01/29 04:00:00,127551601.10038616,0.0,146062365.68909488,0.0,81400130.29964257,0.0,120645813.13315939,0.0,1201.0793117485119,1182.276191061965,1183.7996746065704,1425.0347553736675,493631793.9803296,0.0,14093307.03785499,0.0 - 01/29 05:00:00,129597959.667761,0.0,147841828.4338759,0.0,83418974.05767535,0.0,122800773.15667589,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,501587158.4813138,0.0,14093307.03785499,0.0 - 01/29 06:00:00,130850538.6400705,0.0,148897276.51032944,0.0,84707193.33050582,0.0,124129161.66054225,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,506511793.3067737,0.0,14093307.03785499,0.0 - 01/29 07:00:00,128564292.16180946,0.0,146566531.97026447,0.0,82346275.58131123,0.0,121198422.04278183,0.0,4792.485324874271,4717.458073076111,4723.536999304204,5686.100897551788,550386014.41747,0.0,14093307.03785499,15502637.741640486 - 01/29 08:00:00,129754406.09735984,0.0,152556891.75772304,0.0,85143563.14799793,0.0,125131164.94588255,0.0,19112.40962230825,18813.20128425452,18837.444014332814,22676.144451341726,778567143.6890178,0.0,56373228.15141996,38756594.35410121 - 01/29 09:00:00,124485879.1447295,0.0,156992719.59421809,0.0,91419716.54941404,0.0,132474818.02524299,0.0,16773.698637059948,16511.103255766382,16532.379497564714,19901.353141431257,756359857.6281649,0.0,56373228.15141996,38756594.35410121 - 01/29 10:00:00,124555836.59836214,0.0,159659472.305242,0.0,98413310.21558267,0.0,140245040.8602306,0.0,11981.213312185679,11793.645182690276,11808.842498260512,14215.25224387947,702149891.6326748,0.0,28186614.07570998,0.0 - 01/29 11:00:00,113946348.39139378,0.0,154311329.77705715,0.0,95687395.05644629,0.0,136640429.29694913,0.0,9636.653389793966,9485.78978326083,9498.013191590995,11433.521393315998,644779822.4505088,0.0,28186614.07570998,0.0 - 01/29 12:00:00,98568221.9238537,0.0,149168682.29181815,0.0,93197861.20529391,0.0,133148209.56688874,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,546556211.5851199,0.0,28186614.07570998,0.0 - 01/29 13:00:00,80089491.46243549,0.0,146146527.62565018,0.0,91295810.10908804,0.0,127250614.43294166,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,517423004.55118796,0.0,28186614.07570998,0.0 - 01/29 14:00:00,60121948.64852601,0.0,134869600.8500818,0.0,85114635.383101,0.0,117959163.41662577,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,471065805.31910839,0.0,28186614.07570998,0.0 - 01/29 15:00:00,58636679.65790766,0.0,126325558.73911026,0.0,77308739.09152052,0.0,109882774.83282441,0.0,7337.232356935695,7222.366615628522,7231.673372184396,8705.346112126614,481941578.7661137,0.0,28186614.07570998,0.0 - 01/29 16:00:00,68217680.15244399,0.0,124687894.44088856,0.0,73031269.82847129,0.0,106709821.65185887,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,555626376.8149141,0.0,28186614.07570998,0.0 - 01/29 17:00:00,101544508.77036385,0.0,136916330.22823975,0.0,78835138.1282773,0.0,115749673.35546097,0.0,12196.737394957428,12005.795195740257,12021.26588825601,14470.963341028135,615546793.0342765,0.0,35233267.594637479,0.0 - 01/29 18:00:00,125339086.03955102,0.0,150247682.27752204,0.0,89382230.76477355,0.0,128610867.49254246,0.0,17037.499154853813,16770.773927242244,16792.384781204808,20214.34238590884,748513867.471544,0.0,14093307.03785499,0.0 - 01/29 19:00:00,113897947.39623939,0.0,138032663.35301478,0.0,76640427.56871684,0.0,113392753.50328639,0.0,16991.24957169032,16725.248389931032,16746.800579592076,20159.469020940487,696205755.0450115,0.0,63419881.67034747,0.0 - 01/29 20:00:00,100360594.24727795,0.0,123427469.74637847,0.0,62630099.4264881,0.0,96268669.44306988,0.0,9709.285469537328,9557.284794246307,9569.600331195472,11519.696583394565,527967954.70535966,0.0,63419881.67034747,69761869.8373822 - 01/29 21:00:00,103075491.14622726,0.0,125085085.9710046,0.0,64955224.129858288,0.0,98756672.64242804,0.0,9709.285469537328,9557.284794246307,9569.600331195472,11519.696583394565,537153595.7316635,0.0,49326574.63249246,69761869.8373822 - 01/29 22:00:00,107679794.46259642,0.0,129197401.44827998,0.0,68883387.63288509,0.0,103598406.44912409,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,481628433.30691948,0.0,35233267.594637479,69761869.8373822 - 01/29 23:00:00,109881532.54049117,0.0,131091852.53323972,0.0,70613809.97904949,0.0,105754086.06715477,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,489814517.7172006,0.0,35233267.594637479,62010550.96656194 - 01/29 24:00:00,113252428.40895413,0.0,134091879.03835809,0.0,73522910.03520511,0.0,109310554.84835953,0.0,2421.7301398206884,2383.8175027084846,2386.889294871918,2873.290367774655,466414390.62950959,0.0,35233267.594637479,46507913.22492146 - 01/30 01:00:00,121374239.07446519,0.0,141618573.4970552,0.0,81251331.28204105,0.0,118555922.83713685,0.0,2421.7301398206884,2383.8175027084846,2386.889294871918,2873.290367774655,499036684.98933097,0.0,21139960.556782485,23253956.61246073 - 01/30 02:00:00,80814571.81219894,0.0,99864664.17389915,0.0,44641677.14354248,0.0,72918192.77145176,0.0,1207.4601416950005,1188.5571279252986,1190.0887050981338,1432.6053665339228,316306466.7296008,0.0,14093307.03785499,0.0 - 01/30 03:00:00,111451111.24774803,0.0,131227646.42857424,0.0,71616812.83729583,0.0,107726227.98873124,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,440089159.3308578,0.0,14093307.03785499,0.0 - 01/30 04:00:00,113836388.31691033,0.0,133368469.00683475,0.0,74209427.07358806,0.0,110408845.44827092,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,449890490.67411258,0.0,14093307.03785499,0.0 - 01/30 05:00:00,114315817.65559767,0.0,133368324.3916015,0.0,74957226.33722118,0.0,110865077.19107664,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,451624754.72481337,0.0,14093307.03785499,0.0 - 01/30 06:00:00,115377820.11075309,0.0,134290848.5896454,0.0,75824955.58649467,0.0,111818583.11814323,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,455430516.5543527,0.0,14093307.03785499,0.0 - 01/30 07:00:00,112209995.49306464,0.0,130880754.84097784,0.0,72749816.46145183,0.0,107892527.23266196,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,496373654.9492288,0.0,14093307.03785499,15502637.741640486 - 01/30 08:00:00,117770174.53484249,0.0,137487566.91509874,0.0,76224450.1410059,0.0,112557697.33112383,0.0,19471.42760554721,19166.59877399114,19191.29689280549,23102.105583895816,735393032.8045337,0.0,56373228.15141996,38756594.35410121 - 01/30 09:00:00,129011366.92557615,0.0,149399342.51991535,0.0,87110610.10455406,0.0,125930490.3412459,0.0,17075.4323529404,16808.113274036357,16829.77224355841,20259.348677439386,746953409.4639998,0.0,56373228.15141996,38756594.35410121 - 01/30 10:00:00,133473551.15259943,0.0,152800556.8274785,0.0,92882296.57994253,0.0,132503107.30731455,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,695108967.5638688,0.0,28186614.07570998,0.0 - 01/30 11:00:00,126876545.64580192,0.0,145685347.26337255,0.0,87942074.81137648,0.0,126127966.97927773,0.0,9872.692481670758,9718.13363912124,9730.656446224526,11713.572765661753,634358133.8974705,0.0,28186614.07570998,0.0 - 01/30 12:00:00,116528028.82360102,0.0,135196261.83806158,0.0,81453846.03569147,0.0,117388128.53006846,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,525050031.7656878,0.0,28186614.07570998,0.0 - 01/30 13:00:00,109167635.37657939,0.0,127093909.6765931,0.0,75717208.15710888,0.0,109700069.46421841,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,496754296.840255,0.0,28186614.07570998,0.0 - 01/30 14:00:00,101680500.6424689,0.0,118471597.77177149,0.0,69624950.3165392,0.0,101472802.8555464,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,466941392.56924197,0.0,28186614.07570998,0.0 - 01/30 15:00:00,93822847.53539373,0.0,110117022.5528843,0.0,64375489.07176885,0.0,94104502.81745513,0.0,7612.4252248129309,7493.2512878219599,7502.907106926579,9031.85194510538,476325430.01030269,0.0,28186614.07570998,0.0 - 01/30 16:00:00,92128823.37415377,0.0,106911048.59411657,0.0,61526774.18900028,0.0,90241157.94508109,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,541398983.4529858,0.0,28186614.07570998,0.0 - 01/30 17:00:00,87674419.33647266,0.0,101424895.42669299,0.0,56851932.67112858,0.0,84022919.99790487,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,521271442.3285802,0.0,35233267.594637479,0.0 - 01/30 18:00:00,86134951.76768503,0.0,99050465.99725992,0.0,56211731.9711763,0.0,82566749.62560313,0.0,17916.195447042668,17635.714065056254,17658.439482668997,21256.881994691383,592045930.9237778,0.0,14093307.03785499,0.0 - 01/30 19:00:00,67613380.02086887,0.0,80066109.37723841,0.0,39072745.126257847,0.0,61251682.09846562,0.0,17955.710000173265,17674.610010486158,17697.38554949461,21303.76450361761,516677208.85240867,0.0,63419881.67034747,0.0 - 01/30 20:00:00,49535854.15232894,0.0,61627239.708940539,0.0,22294817.218270754,0.0,40427903.796980287,0.0,10269.064080473645,10108.29996660182,10121.325542841514,12183.852537207275,327542966.5341678,0.0,63419881.67034747,69761869.8373822 - 01/30 21:00:00,53119870.235744889,0.0,64855346.93495966,0.0,25662953.122132146,0.0,44484832.01953531,0.0,10227.67350891814,10067.55737216542,10080.530447413672,12134.744204031917,341160822.2294769,0.0,49326574.63249246,69761869.8373822 - 01/30 22:00:00,65850026.92681925,0.0,77911823.87548164,0.0,35526047.08351822,0.0,57348683.976813439,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,312087634.27313616,0.0,35233267.594637479,69761869.8373822 - 01/30 23:00:00,78160991.38197203,0.0,91282582.65872653,0.0,44604224.57389699,0.0,69753153.55015372,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,358600918.43858948,0.0,35233267.594637479,62010550.96656194 - 01/30 24:00:00,87862901.50544518,0.0,101575569.36299812,0.0,52143516.06375715,0.0,79783312.22633837,0.0,2488.91302254729,2449.948624873047,2453.105633737253,2953.000293601474,358607182.42767146,0.0,35233267.594637479,46507913.22492146 - 01/31 01:00:00,99599326.16222009,0.0,113549467.01475999,0.0,62451897.489538777,0.0,92775878.59949614,0.0,2484.3528527629616,2445.459845397391,2448.6110700110828,2947.5898262247508,405550218.2058412,0.0,21139960.556782485,23253956.61246073 - 01/31 02:00:00,59363023.74561713,0.0,72115239.05010335,0.0,28340433.89347303,0.0,48090497.873589519,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,226530136.19734938,0.0,14093307.03785499,0.0 - 01/31 03:00:00,87652882.2808845,0.0,100701709.7299707,0.0,51986365.09391507,0.0,80222129.79460114,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,339149911.36928459,0.0,14093307.03785499,0.0 - 01/31 04:00:00,90249678.38221848,0.0,103142581.57707507,0.0,55166778.97581996,0.0,83459399.25165269,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,350605262.6566794,0.0,14093307.03785499,0.0 - 01/31 05:00:00,91042922.45479435,0.0,103837084.2609957,0.0,56265823.62589134,0.0,84449355.671656,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,354216127.64790377,0.0,14093307.03785499,0.0 - 01/31 06:00:00,92518935.9045124,0.0,105354741.21369764,0.0,57727948.102698829,0.0,86090866.4968682,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,360279316.18769028,0.0,14093307.03785499,0.0 - 01/31 07:00:00,90733206.26924207,0.0,103725254.50947044,0.0,55850487.97820719,0.0,83803101.80752337,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,408459348.4440957,0.0,14093307.03785499,15502637.741640486 - 01/31 08:00:00,97458512.80420402,0.0,111589020.92561235,0.0,60248384.70469373,0.0,89759150.33530703,0.0,19830.083324936444,19519.639671186174,19544.7927192307,23527.63690422066,655774818.2002835,0.0,56373228.15141996,38756594.35410121 - 01/31 09:00:00,107035082.37847775,0.0,122230727.45473853,0.0,71176313.46381718,0.0,102759496.76789747,0.0,17390.469969340727,17118.21891778173,17140.277490077577,20633.12878357325,663417162.6437148,0.0,56373228.15141996,38756594.35410121 - 01/31 10:00:00,99966028.76810487,0.0,120076769.80124949,0.0,74670454.30386448,0.0,106058107.47106786,0.0,12444.565112736449,12249.743124365232,12265.528168686265,14765.001468007371,586980776.6899498,0.0,28186614.07570998,0.0 - 01/31 11:00:00,78532641.53613803,0.0,111574345.9682245,0.0,69512113.03041226,0.0,99435943.43341582,0.0,9977.05342586419,9820.860793264808,9833.515974791351,11837.393042245114,508342807.6183862,0.0,28186614.07570998,0.0 - 01/31 12:00:00,86840484.15055339,0.0,114076191.25920138,0.0,70633635.2155992,0.0,101243735.97017166,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,447437928.4206234,0.0,28186614.07570998,0.0 - 01/31 13:00:00,86861121.16488886,0.0,114011969.63960324,0.0,70254904.1440268,0.0,100156582.47596108,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,445928459.2495778,0.0,28186614.07570998,0.0 - 01/31 14:00:00,87815734.41081183,0.0,113465808.1730816,0.0,69566556.24082533,0.0,99497848.74483186,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,444989829.39464846,0.0,28186614.07570998,0.0 - 01/31 15:00:00,92273459.77689547,0.0,115194587.58783257,0.0,69543298.00617975,0.0,100206600.51828672,0.0,7482.790069398141,7365.6455949486039,7375.136981093513,8878.044781683835,489183768.6268412,0.0,28186614.07570998,0.0 - 01/31 16:00:00,103469344.61765102,0.0,121267839.58303726,0.0,71956474.71119799,0.0,104172050.03585896,0.0,12471.316782330236,12276.075991581007,12291.894968489189,14796.74130280639,587475413.5104898,0.0,28186614.07570998,0.0 - 01/31 17:00:00,105911280.35942868,0.0,123490979.52718258,0.0,71712812.9347325,0.0,104459232.91624028,0.0,12471.316782330236,12276.075991581007,12291.894968489189,14796.74130280639,592184010.3003286,0.0,35233267.594637479,0.0 - 01/31 18:00:00,113132173.02915052,0.0,129038587.03821236,0.0,75860428.49227953,0.0,109695662.6313173,0.0,17459.843495262332,17186.50638821341,17208.652955884863,20715.437823928944,688980437.5788021,0.0,14093307.03785499,0.0 - 01/31 19:00:00,100423662.143165,0.0,116379658.24674732,0.0,62525411.66426205,0.0,93803190.3466667,0.0,17434.979239241366,17162.031386758874,17184.146415892843,20685.93733328707,634013462.1514896,0.0,63419881.67034747,0.0 - 01/31 20:00:00,86295740.6590489,0.0,102282362.79140137,0.0,48228034.05084753,0.0,76566724.6823278,0.0,9977.05342586419,9820.860793264808,9833.515974791351,11837.393042245114,462660625.8338212,0.0,63419881.67034747,69761869.8373822 - 01/31 21:00:00,88181970.59466343,0.0,103887747.70499937,0.0,49980961.91592885,0.0,78653760.2175934,0.0,9994.476619958401,9838.011224005182,9850.688505612241,11858.064996953688,470252909.2806913,0.0,49326574.63249246,69761869.8373822 - 01/31 22:00:00,89752858.74935173,0.0,105197086.65544051,0.0,51539968.54511076,0.0,80489483.73561724,0.0,5010.7825512365229,4932.337815636353,4938.693636345055,5945.102223713183,401956296.1024722,0.0,35233267.594637479,69761869.8373822 - 01/31 23:00:00,88207215.13545391,0.0,103237118.33685306,0.0,50684449.75178713,0.0,79102268.1747857,0.0,5034.8440859583129,4956.022662543399,4962.409003594803,5973.650316175341,396567985.24465849,0.0,35233267.594637479,62010550.96656194 - 01/31 24:00:00,86059062.28953849,0.0,100426009.06706029,0.0,49982127.67612602,0.0,77545155.68460235,0.0,2532.7616268879266,2493.1107711327815,2496.323398827912,3005.0249888475107,351910349.54583325,0.0,35233267.594637479,46507913.22492146 - 02/01 01:00:00,87203897.56193438,0.0,100686681.92006013,0.0,53013879.29531252,0.0,80288104.79088825,0.0,2546.8868606728449,2507.0148717477375,2510.2454162956726,3021.784039539995,359301915.8459178,0.0,21139960.556782485,23253956.61246073 - 02/01 02:00:00,37593746.21108884,0.0,50413553.78914344,0.0,11922334.812577773,0.0,27744929.184628428,0.0,1278.7173527308478,1258.6987940293598,1260.3207558981818,1517.1493273729885,146808154.42555145,0.0,14093307.03785499,0.0 - 02/01 03:00:00,59071733.825608488,0.0,69934964.28788576,0.0,32495493.14093832,0.0,52466399.805433679,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,233149426.61271594,0.0,14093307.03785499,0.0 - 02/01 04:00:00,56096087.892477888,0.0,66023372.803168509,0.0,31337147.81647481,0.0,50223207.50149707,0.0,1283.4209847426085,1263.3287898045149,1264.9567178954667,1522.7300072062706,222883787.41235415,0.0,14093307.03785499,0.0 - 02/01 05:00:00,53855551.7278242,0.0,63253308.09537637,0.0,30543794.394006205,0.0,48421829.49328339,0.0,1284.2557518663967,1264.1504884932545,1265.779475426836,1523.7204265336252,215290945.8228426,0.0,14093307.03785499,0.0 - 02/01 06:00:00,51778881.83388702,0.0,60752215.14568651,0.0,29621866.66096743,0.0,46642074.80231449,0.0,1285.249089511789,1265.1282752525013,1266.7585221641226,1524.898983731854,208026363.9772324,0.0,14093307.03785499,0.0 - 02/01 07:00:00,49119841.80031764,0.0,58020736.42818916,0.0,27340250.459134025,0.0,43587198.06066078,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,254831824.52818103,0.0,14093307.03785499,15502637.741640486 - 02/01 08:00:00,44357401.12863961,0.0,57423515.003761228,0.0,30162490.983092648,0.0,43412507.506749559,0.0,20538.12816094729,20216.59993320364,20242.65108568303,24367.70507441455,482670217.93753769,0.0,56373228.15141996,38756594.35410121 - 02/01 09:00:00,42752370.77904398,0.0,62425633.1215441,0.0,34802341.94099511,0.0,49012645.87156016,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,457893007.1140261,0.0,56373228.15141996,38756594.35410121 - 02/01 10:00:00,49244254.45862432,0.0,68159220.62200064,0.0,41708969.43929011,0.0,60400462.113530579,0.0,12836.330100592057,12635.374958252272,12651.656928551894,15229.815671509095,411584346.2055048,0.0,28186614.07570998,0.0 - 02/01 11:00:00,40084168.756423529,0.0,62180547.99483955,0.0,39082282.41545077,0.0,56416414.84880297,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,351567256.9322611,0.0,28186614.07570998,0.0 - 02/01 12:00:00,7114476.629216631,0.0,55112473.22615141,0.0,35918840.096262779,0.0,51865913.68881147,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,226971072.56298883,0.0,28186614.07570998,0.0 - 02/01 13:00:00,0.0,0.0,51054401.653656709,0.0,33753778.47923537,0.0,45028184.36424184,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,206860241.08911783,0.0,28186614.07570998,0.0 - 02/01 14:00:00,0.0,7644606.048187104,46838412.94449958,0.0,30672328.09802351,0.0,40928912.94805397,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,195463530.58256097,7644606.048187104,28186614.07570998,0.0 - 02/01 15:00:00,0.0,599162.7821697093,41170613.3421937,0.0,25671584.373196514,0.0,36701475.01536059,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,219079487.61872668,599162.7821697093,28186614.07570998,0.0 - 02/01 16:00:00,2600013.9131461537,0.0,42564698.83774589,0.0,23978228.915919328,0.0,36400514.75295623,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,298228273.3705236,0.0,28186614.07570998,0.0 - 02/01 17:00:00,26298401.55331131,0.0,51114705.75029126,0.0,26438386.842053355,0.0,41208766.17724937,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,337745077.27366128,0.0,35233267.594637479,0.0 - 02/01 18:00:00,47460307.32428324,0.0,64815219.209128748,0.0,35620739.91510447,0.0,53133368.84221192,0.0,18028.251830505924,17746.016184932298,17768.8837380848,21389.83261621541,470788379.0217867,0.0,14093307.03785499,0.0 - 02/01 19:00:00,37835639.67553231,0.0,53688400.14328334,0.0,23686119.932537576,0.0,38970957.45762548,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,423538908.4378915,0.0,63419881.67034747,0.0 - 02/01 20:00:00,25674802.754569755,0.0,40182255.638028997,0.0,10086272.949133426,0.0,22498113.594528274,0.0,10301.85818886053,10140.580677104172,10153.647850334173,12222.761494980237,252589298.49686525,0.0,63419881.67034747,69761869.8373822 - 02/01 21:00:00,28984834.14039208,0.0,42240892.05193192,0.0,12222079.106716009,0.0,25052207.819396557,0.0,10301.85818886053,10140.580677104172,10153.647850334173,12222.761494980237,262647866.67904137,0.0,49326574.63249246,69761869.8373822 - 02/01 22:00:00,33781318.31287831,0.0,46220811.158259447,0.0,15735391.3707821,0.0,29474449.885321697,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,202235847.31922547,0.0,35233267.594637479,69761869.8373822 - 02/01 23:00:00,37731286.284793738,0.0,49656653.72919841,0.0,18550469.95382443,0.0,33087836.04510169,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,215985614.93546478,0.0,35233267.594637479,62010550.96656194 - 02/01 24:00:00,40278556.71108178,0.0,51552520.46187495,0.0,20657988.859894009,0.0,35554417.33230336,0.0,2577.3222765286884,2536.9738154906365,2540.24296519543,3057.8944986617059,186608244.16630934,0.0,35233267.594637479,46507913.22492146 - 02/02 01:00:00,48157709.7010823,0.0,58801315.44199578,0.0,28050779.161807695,0.0,44412378.62431294,0.0,2575.4645472151325,2535.145169276043,2538.4119625835435,3055.6903737450595,217959146.31934989,0.0,21139960.556782485,23253956.61246073 - 02/02 02:00:00,12539763.681977313,0.0,21790806.68350733,0.0,0.0,0.0,5534734.07307283,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,59090784.80315051,0.0,14093307.03785499,0.0 - 02/02 03:00:00,37579884.60316864,0.0,46809694.64564599,0.0,17123956.015741074,0.0,32367637.434234259,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,153121014.92942656,0.0,14093307.03785499,0.0 - 02/02 04:00:00,37815112.95356044,0.0,46064742.58999335,0.0,19969881.578139035,0.0,33639710.39251573,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,156745416.66220454,0.0,14093307.03785499,0.0 - 02/02 05:00:00,39509364.60462291,0.0,47503922.53977162,0.0,21894186.505502304,0.0,35645834.36144255,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,163778788.37593246,0.0,14093307.03785499,0.0 - 02/02 06:00:00,40840498.668577808,0.0,48654192.40820658,0.0,23098866.519770184,0.0,36869500.161014068,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,168702899.98820529,0.0,14093307.03785499,0.0 - 02/02 07:00:00,38630989.868767637,0.0,46353898.79661395,0.0,20905052.097165098,0.0,34051947.23198023,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,159167368.35911996,0.0,14093307.03785499,15502637.741640486 - 02/02 08:00:00,45803814.47416966,0.0,56192231.406705219,0.0,30372362.95386333,0.0,44833383.95461638,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,254275719.56965698,0.0,56373228.15141996,38756594.35410121 - 02/02 09:00:00,38217648.4187704,0.0,58559728.656358558,0.0,34137307.97875526,0.0,49216854.310584578,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,372691230.8444286,0.0,56373228.15141996,38756594.35410121 - 02/02 10:00:00,26882203.08531688,0.0,51452890.23776649,0.0,30801826.69149213,0.0,45071547.44254692,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,346893284.4078784,0.0,28186614.07570998,0.0 - 02/02 11:00:00,44091566.928187,0.0,60893982.96157529,0.0,34719160.08277843,0.0,51803964.637391,0.0,12886.611382643443,12684.869077453179,12701.21482597715,15289.47249330853,384332478.6157081,0.0,28186614.07570998,0.0 - 02/02 12:00:00,44524017.57477689,0.0,67766023.07117735,0.0,37379775.41065457,0.0,56343839.94967471,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,321624546.17673709,0.0,28186614.07570998,0.0 - 02/02 13:00:00,52193153.58989926,0.0,66492340.54472014,0.0,36604016.83363809,0.0,55318821.65045501,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,326366507.23555228,0.0,28186614.07570998,0.0 - 02/02 14:00:00,56078815.58650521,0.0,68181326.192259,0.0,37188309.41622123,0.0,56357889.29736142,0.0,7731.966829586066,7610.921446471907,7620.7288955862909,9173.683495985118,333500622.89581266,0.0,28186614.07570998,0.0 - 02/02 15:00:00,58439723.35501676,0.0,69709480.84203291,0.0,37949857.09873052,0.0,57382167.81130825,0.0,7731.966829586066,7610.921446471907,7620.7288955862909,9173.683495985118,339175511.5105542,0.0,28186614.07570998,0.0 - 02/02 16:00:00,61761826.17036142,0.0,72247359.02480817,0.0,39297418.59805231,0.0,59143336.782287407,0.0,18028.251830505924,17746.016184932298,17768.8837380848,21389.83261621541,502208684.30656769,0.0,28186614.07570998,0.0 - 02/02 17:00:00,61593863.32931255,0.0,71833248.28620592,0.0,38141440.624655608,0.0,57787763.29853745,0.0,23195.900488758198,22832.764339415724,22862.18668675887,27521.050487955352,576439162.7491088,0.0,35233267.594637479,0.0 - 02/02 18:00:00,62810096.811537738,0.0,72680550.01612717,0.0,39333402.80212799,0.0,59022773.75281395,0.0,18051.21922645151,17768.62402200979,17791.520707667903,21417.082554785447,503949230.82189956,0.0,14093307.03785499,0.0 - 02/02 19:00:00,50435310.40264206,0.0,60337639.804691787,0.0,27223351.227905826,0.0,44332757.99695713,0.0,18041.255935700818,17758.816708434446,17781.70075636801,21405.26149063194,452282385.04028359,0.0,63419881.67034747,0.0 - 02/02 20:00:00,37281580.24039528,0.0,47517507.014987979,0.0,13914309.0648503,0.0,28436931.743380909,0.0,15452.787283290794,15210.871015656254,15230.471775501259,18334.142242470356,358372108.40452167,0.0,63419881.67034747,69761869.8373822 - 02/02 21:00:00,40451541.393348637,0.0,50728712.50856595,0.0,16654529.888727792,0.0,31956112.65403237,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,332475713.39543077,0.0,49326574.63249246,69761869.8373822 - 02/02 22:00:00,43185481.648537088,0.0,53409941.41302588,0.0,19216414.217188918,0.0,35138587.1375422,0.0,10301.85818886053,10140.580677104172,10153.647850334173,12222.761494980237,305098277.97689887,0.0,35233267.594637479,69761869.8373822 - 02/02 23:00:00,43012412.44780138,0.0,53012416.158338528,0.0,19414499.298919646,0.0,35203293.666005749,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,266400796.18790505,0.0,35233267.594637479,62010550.96656194 - 02/02 24:00:00,43623912.94534274,0.0,52921164.1135702,0.0,21222861.56400027,0.0,36651478.37002815,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,231548938.59525193,0.0,35233267.594637479,46507913.22492146 - 02/03 01:00:00,52426208.2269531,0.0,61794838.60473299,0.0,29411218.57208268,0.0,46821275.35465631,0.0,2577.3222765286884,2536.9738154906365,2540.24296519543,3057.8944986617059,229018301.55958034,0.0,21139960.556782485,23253956.61246073 - 02/03 02:00:00,14975361.58166287,0.0,23510576.896392228,0.0,0.0,0.0,6801793.319140139,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,64556213.49227083,0.0,14093307.03785499,0.0 - 02/03 03:00:00,39251546.05805664,0.0,47554738.07896268,0.0,17277776.459580929,0.0,32782658.386827087,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163182,156122688.1314233,0.0,14093307.03785499,0.0 - 02/03 04:00:00,40608497.335545878,0.0,48080406.05373835,0.0,21156449.5949611,0.0,35419654.837077919,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,164504850.05195988,0.0,14093307.03785499,0.0 - 02/03 05:00:00,42393348.200134519,0.0,49787758.493285778,0.0,23173429.809922078,0.0,37538181.847429309,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,172118198.71536476,0.0,14093307.03785499,0.0 - 02/03 06:00:00,45852648.25935669,0.0,53402745.112756248,0.0,26225858.087155135,0.0,41249034.79143486,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,185900711.08509694,0.0,14093307.03785499,0.0 - 02/03 07:00:00,47399828.39166699,0.0,55358798.82006652,0.0,26916652.555487858,0.0,42384103.70003642,0.0,1276.864693203723,1256.8751382327455,1258.494750134937,1514.9512175644168,191165252.3441468,0.0,14093307.03785499,15502637.741640486 - 02/03 08:00:00,54599026.2129527,0.0,64563293.44558777,0.0,34601848.44616017,0.0,49201827.21761501,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,221974513.31041838,0.0,56373228.15141996,38756594.35410121 - 02/03 09:00:00,68040029.31316087,0.0,80002627.47800276,0.0,45376539.82312373,0.0,66410028.49060576,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,335645736.2159792,0.0,56373228.15141996,38756594.35410121 - 02/03 10:00:00,73969320.91198816,0.0,86476315.10961697,0.0,54540459.901257809,0.0,77164335.71023563,0.0,7577.037842039161,7458.417901127024,7468.0288338575169,8989.86616626375,405526494.3089334,0.0,28186614.07570998,0.0 - 02/03 11:00:00,78218936.02247656,0.0,89820434.1515253,0.0,56034540.87258125,0.0,79699860.5155784,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,416950350.1779169,0.0,28186614.07570998,0.0 - 02/03 12:00:00,74784557.5714822,0.0,87581959.2254878,0.0,54873351.7388645,0.0,78332433.97178851,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,371023354.91812667,0.0,28186614.07570998,0.0 - 02/03 13:00:00,76469845.40861483,0.0,89586800.18127704,0.0,55844460.59328525,0.0,79835282.66477497,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,376932468.46324399,0.0,28186614.07570998,0.0 - 02/03 14:00:00,84871793.83189997,0.0,97819590.39474106,0.0,59783654.142986457,0.0,85936419.33945313,0.0,7498.4369936266289,7381.047563659363,7390.558796813003,8896.609260001118,440611407.11984106,0.0,28186614.07570998,0.0 - 02/03 15:00:00,90898617.65658093,0.0,104146461.38038349,0.0,62900758.0376665,0.0,90661228.03063475,0.0,9977.05342586419,9820.860793264808,9833.515974791351,11837.393042245114,497894828.75546136,0.0,28186614.07570998,0.0 - 02/03 16:00:00,99280637.14330375,0.0,112922263.20104182,0.0,67508577.61511103,0.0,97421075.69429192,0.0,12393.802078085277,12199.774794491357,12215.495449519187,14704.773065137913,562582397.04779,0.0,28186614.07570998,0.0 - 02/03 17:00:00,107580226.37714266,0.0,121813431.54803327,0.0,71498202.25854302,0.0,103592980.449971,0.0,14809.038722506137,14577.200458681857,14595.98466933679,17570.359148492633,626074139.4301527,0.0,35233267.594637479,0.0 - 02/03 18:00:00,117687681.55743949,0.0,132502905.7268185,0.0,78638323.2231804,0.0,113263449.21703601,0.0,17164.15978074485,16895.451657406444,16917.223171349913,20364.620383595226,698921597.6996216,0.0,14093307.03785499,0.0 - 02/03 19:00:00,112138673.33696303,0.0,127755575.4036091,0.0,70990972.7248662,0.0,104981992.23356687,0.0,9757.389915965943,9604.636156592207,9617.012710604806,11576.770672822508,561868127.7405529,0.0,63419881.67034747,0.0 - 02/03 20:00:00,102858401.96935694,0.0,119279000.78545785,0.0,59907917.09706728,0.0,92470319.32220792,0.0,7301.785352080205,7187.474540246676,7196.736334802061,8663.289593960933,483773068.1300136,0.0,63419881.67034747,69761869.8373822 - 02/03 21:00:00,110909450.20132827,0.0,127889453.55492667,0.0,65841140.385194059,0.0,100562320.00067358,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,477675600.739388,0.0,49326574.63249246,69761869.8373822 - 02/03 22:00:00,116998500.530157,0.0,134309074.63391043,0.0,70688730.953464,0.0,106954497.96718943,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,501424040.6819863,0.0,35233267.594637479,69761869.8373822 - 02/03 23:00:00,120798452.64850882,0.0,138793341.59196816,0.0,73943339.40579964,0.0,111224832.51532045,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,517029409.47563096,0.0,35233267.594637479,62010550.96656194 - 02/03 24:00:00,124706118.71255005,0.0,144216135.08503775,0.0,78182602.64161861,0.0,116489282.31135203,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,535863582.06459239,0.0,35233267.594637479,46507913.22492146 - 02/04 01:00:00,134204071.10985956,0.0,153920018.45645727,0.0,87179693.08724673,0.0,127540819.76763568,0.0,2409.1633474484917,2371.4474458152078,2374.503297897749,2858.3803483289996,538893182.4033649,0.0,21139960.556782485,23253956.61246073 - 02/04 02:00:00,94391020.39876159,0.0,113008231.31986766,0.0,52404192.37310068,0.0,84047381.68422991,0.0,1201.0793117485119,1182.2761910619648,1183.7996746065704,1425.0347553736675,361822709.5340064,0.0,14093307.03785499,0.0 - 02/04 03:00:00,124076830.4120705,0.0,143665480.8058472,0.0,78411932.28359021,0.0,117169656.40594055,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,481251523.07277426,0.0,14093307.03785499,0.0 - 02/04 04:00:00,127642438.06720694,0.0,147411050.7220457,0.0,82164247.7886267,0.0,121343370.42181395,0.0,1194.5256013942656,1175.8250802659075,1177.3402508958009,1417.259028208858,496434926.85844656,0.0,14093307.03785499,0.0 - 02/04 05:00:00,130301266.81629868,0.0,150120701.3051347,0.0,84864520.50719993,0.0,124405115.40120909,0.0,1190.8806963429966,1172.2372368831726,1173.7477842106637,1412.9344875001066,507510884.76761546,0.0,14093307.03785499,0.0 - 02/04 06:00:00,132953441.66867176,0.0,152984848.54826296,0.0,87262711.60566902,0.0,127307682.52768564,0.0,1187.806618871669,1169.211284668127,1170.7179327473369,1409.2872119251275,518281967.3238536,0.0,14093307.03785499,0.0 - 02/04 07:00:00,133681073.12984267,0.0,154361191.13412334,0.0,87164023.95831205,0.0,127552219.77624786,0.0,4723.7206571421,4649.769929045323,4655.761632191047,5604.514244196306,573440067.2637951,0.0,14093307.03785499,15502637.741640486 - 02/04 08:00:00,139089864.32217808,0.0,163664111.20821686,0.0,92624533.00355505,0.0,134954798.9979465,0.0,18782.467528813526,18488.4244957841,18512.248717821174,22284.680752074237,811377464.9120714,0.0,56373228.15141996,38756594.35410121 - 02/04 09:00:00,137056538.4025463,0.0,170737617.8153075,0.0,101315538.40404438,0.0,145648045.64645428,0.0,16334.317217756166,16078.600434548325,16099.319352316872,19380.043859647205,799169951.3797194,0.0,56373228.15141996,38756594.35410121 - 02/04 10:00:00,124973215.51504001,0.0,172973308.52919335,0.0,107451071.84334094,0.0,152666309.39172087,0.0,11627.709198900076,11445.675242244288,11460.424163029706,13795.833107547689,732050615.4414934,0.0,28186614.07570998,0.0 - 02/04 11:00:00,95037917.44658554,0.0,169598802.3635622,0.0,105924157.34854225,0.0,150907060.4288245,0.0,9333.895553003524,9187.77167688476,9199.611058466784,11074.310776941262,661132058.2225813,0.0,28186614.07570998,0.0 - 02/04 12:00:00,79600149.39379165,0.0,172027622.70543698,0.0,108657155.22024626,0.0,154260833.8577336,0.0,4680.04715984275,4606.780148493477,4612.716454919085,5552.697306770509,584573829.0293014,0.0,28186614.07570998,0.0 - 02/04 13:00:00,74690866.63776469,0.0,172610974.754106,0.0,108254784.0042142,0.0,149261567.83239968,0.0,4695.6168822033819,4622.106123946025,4628.0621794552939,5571.170188018559,575079232.5735283,0.0,28186614.07570998,0.0 - 02/04 14:00:00,72249734.4317387,0.0,161863315.05904839,0.0,102715958.93657768,0.0,141745990.33785416,0.0,4708.463384341291,4634.751511696452,4640.723862078526,5586.412072424054,549028261.7551642,0.0,28186614.07570998,0.0 - 02/04 15:00:00,75618922.60964336,0.0,155116311.862712,0.0,96012275.60014057,0.0,135595185.0347382,0.0,7062.695076511937,6952.127267544677,6961.085793117788,8379.618108636083,568022589.5921519,0.0,28186614.07570998,0.0 - 02/04 16:00:00,87692787.69140491,0.0,153435273.23443423,0.0,91413345.46607799,0.0,132378673.77574891,0.0,11809.30164285525,11624.424822613306,11639.40408047762,14011.285610490764,641623978.3308389,0.0,28186614.07570998,0.0 - 02/04 17:00:00,121867385.4685333,0.0,166021320.93029604,0.0,96652249.35862565,0.0,141313531.41152597,0.0,11771.158460853228,11586.87877924113,11601.809655196314,13966.030181060138,701987644.6438439,0.0,35233267.594637479,0.0 - 02/04 18:00:00,155578312.91203345,0.0,185745674.59914089,0.0,110874152.17655571,0.0,159248752.87436203,0.0,16479.62184519452,16221.630290937579,16242.533517274838,19552.44225348419,858033313.0269002,0.0,14093307.03785499,0.0 - 02/04 19:00:00,142843078.83864308,0.0,171187317.45798404,0.0,97002489.67870848,0.0,142250648.08320344,0.0,16479.62184519452,16221.630290937579,16242.533517274838,19552.44225348419,799869954.5233471,0.0,63419881.67034747,0.0 - 02/04 20:00:00,129601255.83381063,0.0,156763417.27616994,0.0,82949589.68538727,0.0,125100465.57651814,0.0,9416.926768682582,9269.503023392905,9281.447724157051,11172.824144848108,635321254.3517763,0.0,63419881.67034747,69761869.8373822 - 02/04 21:00:00,132937002.30080177,0.0,158877651.99344645,0.0,85928704.6659417,0.0,128413462.60759402,0.0,9391.233764406763,9244.21224789205,9256.124358910587,11142.340376037118,646678900.2578714,0.0,49326574.63249246,69761869.8373822 - 02/04 22:00:00,135680685.77146704,0.0,160417337.53827564,0.0,88328439.52930466,0.0,131089432.34106745,0.0,4708.463384341291,4634.751511696452,4640.723862078526,5586.412072424054,585969158.1700599,0.0,35233267.594637479,69761869.8373822 - 02/04 23:00:00,138623104.17167903,0.0,162696930.4929592,0.0,91131706.02303931,0.0,134189965.82663968,0.0,4666.947776501762,4593.88583844238,4599.805529233392,5537.155388470631,596473766.8318505,0.0,35233267.594637479,62010550.96656194 - 02/04 24:00:00,142854522.41108085,0.0,166469025.6759043,0.0,94921527.76195586,0.0,138759922.58039094,0.0,2340.023579921375,2303.3900742467387,2306.3582274595426,2776.3486533852549,578019032.3553784,0.0,35233267.594637479,46507913.22492146 - 02/05 01:00:00,148145264.0807464,0.0,171533179.15784038,0.0,99673424.73757266,0.0,144671476.48358078,0.0,2375.613237743338,2338.422569336254,2341.4358654946738,2818.574423850255,599569910.4068685,0.0,21139960.556782485,23253956.61246073 - 02/05 02:00:00,101441732.08895853,0.0,122423312.58553826,0.0,58977417.85906261,0.0,93436222.7896823,0.0,1190.8806963429966,1172.2372368831726,1173.7477842106637,1412.9344875001066,394097966.06101468,0.0,14093307.03785499,0.0 - 02/05 03:00:00,125670181.83831936,0.0,146500706.38956876,0.0,81110619.85908866,0.0,120764365.26867312,0.0,1204.5816737242458,1185.7237229076039,1187.2516489488745,1429.1901741644998,492070163.34673276,0.0,14093307.03785499,0.0 - 02/05 04:00:00,125416461.68829523,0.0,145450781.9661724,0.0,81480005.45248397,0.0,120463271.92282389,0.0,1204.5816737242458,1185.7237229076039,1187.2516489488745,1429.1901741644998,490834811.0208583,0.0,14093307.03785499,0.0 - 02/05 05:00:00,125164401.51469705,0.0,144586366.69731499,0.0,81758337.89396855,0.0,120241285.16957091,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,489817752.10406,0.0,14093307.03785499,0.0 - 02/05 06:00:00,123174795.20486856,0.0,141863998.04087756,0.0,80531694.79630141,0.0,118219197.23287292,0.0,1213.660683692166,1194.6605992807884,1196.200041399434,1439.9620729243207,481949825.50518867,0.0,14093307.03785499,0.0 - 02/05 07:00:00,117378128.05211503,0.0,135529962.82465864,0.0,75461717.14877232,0.0,111517249.14486362,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,512887514.19118347,0.0,14093307.03785499,15502637.741640486 - 02/05 08:00:00,120481892.7471897,0.0,139677536.7583873,0.0,77974617.01211457,0.0,114662515.21580442,0.0,19514.779831931886,19209.272313184414,19234.02542120961,23153.541345645015,744798389.8165914,0.0,56373228.15141996,38756594.35410121 - 02/05 09:00:00,123945063.03269504,0.0,145273025.22898714,0.0,86073102.78309444,0.0,124002440.02254674,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,735465226.1050751,0.0,56373228.15141996,38756594.35410121 - 02/05 10:00:00,112083851.68726874,0.0,142272572.92072547,0.0,88654401.56988597,0.0,125968633.54935809,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,651959170.4684897,0.0,28186614.07570998,0.0 - 02/05 11:00:00,81134607.1817252,0.0,128918458.2844196,0.0,81471780.14166136,0.0,116364092.4881046,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,554956180.2571588,0.0,28186614.07570998,0.0 - 02/05 12:00:00,60898585.13986577,0.0,118410016.91467902,0.0,76444093.77200279,0.0,109137191.9318653,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,438927398.8246967,0.0,28186614.07570998,0.0 - 02/05 13:00:00,70274771.75848979,0.0,115195481.72523844,0.0,74388469.72686583,0.0,104714728.46388319,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,438436551.27329817,0.0,28186614.07570998,0.0 - 02/05 14:00:00,58901233.73071506,0.0,102131814.59386149,0.0,66341013.02332442,0.0,93699537.3327843,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,395873564.95452556,0.0,28186614.07570998,0.0 - 02/05 15:00:00,62369530.28863305,0.0,98851844.2766233,0.0,60974949.51596463,0.0,87997819.58876868,0.0,7538.145981226114,7420.134899650274,7429.696500825899,8943.722458002665,422988263.09292748,0.0,28186614.07570998,0.0 - 02/05 16:00:00,46774484.65799679,0.0,90305753.3253464,0.0,53103042.377822939,0.0,78518016.53646936,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,457043631.5120822,0.0,28186614.07570998,0.0 - 02/05 17:00:00,66697353.33781983,0.0,97804773.07617297,0.0,55196306.78639695,0.0,82546804.91446269,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,490587572.7292991,0.0,35233267.594637479,0.0 - 02/05 18:00:00,90196678.9723829,0.0,112352482.84595548,0.0,65108737.94809356,0.0,95091748.07130179,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,626428916.2979591,0.0,14093307.03785499,0.0 - 02/05 19:00:00,83260382.12868308,0.0,105368554.00165928,0.0,55735038.910945508,0.0,84606998.05783832,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.002055210312,589664155.9830545,0.0,63419881.67034747,0.0 - 02/05 20:00:00,75425773.77513902,0.0,97253965.0604769,0.0,45852773.66629447,0.0,73216489.00921606,0.0,9915.041662468222,9759.819835593087,9772.39635961535,11763.81845211033,440108876.2263595,0.0,63419881.67034747,69761869.8373822 - 02/05 21:00:00,80839206.97892107,0.0,101610649.07026784,0.0,50049016.376610409,0.0,78270219.54816434,0.0,9896.00467399536,9741.080874726114,9753.633251684652,11741.231791973803,458844114.1065314,0.0,49326574.63249246,69761869.8373822 - 02/05 22:00:00,85382765.18220921,0.0,105147340.28683557,0.0,53888661.113206919,0.0,82718456.13574808,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,401000322.3168206,0.0,35233267.594637479,69761869.8373822 - 02/05 23:00:00,91215887.5375084,0.0,110896733.94733009,0.0,58008100.58504861,0.0,88258682.34477677,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,421913025.49528786,0.0,35233267.594637479,62010550.96656194 - 02/05 24:00:00,92348243.77662821,0.0,111448220.4051381,0.0,59069445.05284067,0.0,89382963.29636033,0.0,2484.3528527629616,2445.459845397391,2448.6110700110828,2947.5898262247508,389422521.4707935,0.0,35233267.594637479,46507913.22492146 - 02/06 01:00:00,97158262.03035602,0.0,115216459.82548683,0.0,64308492.12586619,0.0,95171006.78930119,0.0,2488.91302254729,2449.948624873047,2453.105633737253,2953.000293601474,409096104.0401428,0.0,21139960.556782485,23253956.61246073 - 02/06 02:00:00,54167146.22820062,0.0,70655275.84156296,0.0,26589113.587726378,0.0,46248153.70777368,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,216320659.8215381,0.0,14093307.03785499,0.0 - 02/06 03:00:00,82066585.2407731,0.0,98425186.40163204,0.0,51241113.43169135,0.0,78748342.23055287,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,329142197.76092389,0.0,14093307.03785499,0.0 - 02/06 04:00:00,83017349.28572034,0.0,98697809.65214877,0.0,52782191.484040539,0.0,80101521.5946076,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,333298863.5849773,0.0,14093307.03785499,0.0 - 02/06 05:00:00,82577832.41643594,0.0,97645622.2717649,0.0,52948791.20857784,0.0,79684775.16553064,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,331588750.7114695,0.0,14093307.03785499,0.0 - 02/06 06:00:00,82514126.44863227,0.0,97035797.45344217,0.0,53277571.74892144,0.0,79595745.51204244,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,331154970.81219848,0.0,14093307.03785499,0.0 - 02/06 07:00:00,78459805.39905896,0.0,92442276.40249363,0.0,49773523.70318213,0.0,74844760.92700899,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,370595840.5974989,0.0,14093307.03785499,15502637.741640486 - 02/06 08:00:00,79826925.9611845,0.0,94669521.49652964,0.0,50588082.95879088,0.0,75790016.77612706,0.0,20139.376343833253,19824.090650173595,19849.63601437921,23894.601264701363,602222282.5757468,0.0,56373228.15141996,38756594.35410121 - 02/06 09:00:00,85040846.16895415,0.0,102179029.01824326,0.0,59738170.42330627,0.0,86394326.55759889,0.0,17589.0072895276,17313.648099183978,17335.958501927096,20868.685735339546,596538650.8216242,0.0,56373228.15141996,38756594.35410121 - 02/06 10:00:00,79324907.42877823,0.0,100415045.40729575,0.0,63517367.540507297,0.0,89874305.50821516,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,522091730.3445211,0.0,28186614.07570998,0.0 - 02/06 11:00:00,72652230.20774699,0.0,91053741.5771612,0.0,58385614.08889785,0.0,82881465.26699491,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,456606073.3629732,0.0,28186614.07570998,0.0 - 02/06 12:00:00,58451131.026888947,0.0,81800394.46079806,0.0,52953983.42095126,0.0,75431775.16896379,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,344783650.80119279,0.0,28186614.07570998,0.0 - 02/06 13:00:00,35034820.4475339,0.0,73579794.09586728,0.0,47409076.86344776,0.0,66265790.96816169,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,298808392.3335631,0.0,28186614.07570998,0.0 - 02/06 14:00:00,41756747.9509158,0.0,69685483.56206702,0.0,43288333.08545664,0.0,61895278.71641415,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,293307542.6524295,0.0,28186614.07570998,0.0 - 02/06 15:00:00,29396225.37781242,0.0,62021064.19863764,0.0,38325789.02965524,0.0,55351766.55720301,0.0,7678.3694773040019,7558.163170738395,7567.90263542957,9110.092283439166,299987144.40418848,0.0,28186614.07570998,0.0 - 02/06 16:00:00,37813275.845170009,0.0,64640730.98256993,0.0,38002501.92208588,0.0,56203702.39734431,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,388147376.5486369,0.0,28186614.07570998,0.0 - 02/06 17:00:00,46586208.98547066,0.0,70064575.13959104,0.0,38903243.47074534,0.0,58781379.133134279,0.0,12768.646932037229,12568.751382327453,12584.947501349367,15149.51217564417,405394095.49783089,0.0,35233267.594637479,0.0 - 02/06 18:00:00,68008169.82961883,0.0,85816957.24742209,0.0,49764317.53500974,0.0,72863888.42826551,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,542572584.8737547,0.0,14093307.03785499,0.0 - 02/06 19:00:00,55385189.84023176,0.0,72568371.59114626,0.0,36611996.16341348,0.0,56914682.93884662,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,487992524.06620576,0.0,63419881.67034747,0.0 - 02/06 20:00:00,44085835.87964563,0.0,61148396.40120068,0.0,23828369.467340694,0.0,41872666.11650197,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,323003411.769511,0.0,63419881.67034747,69761869.8373822 - 02/06 21:00:00,48437801.99367074,0.0,64761863.5562767,0.0,27307819.049421498,0.0,46104024.24245508,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,338485599.5522249,0.0,49326574.63249246,69761869.8373822 - 02/06 22:00:00,54184559.53561272,0.0,70086337.90941888,0.0,31932892.725541694,0.0,51907960.61464895,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,283803291.76813825,0.0,35233267.594637479,69761869.8373822 - 02/06 23:00:00,58139811.289248559,0.0,73774373.50268266,0.0,34770051.11830251,0.0,55555315.2169519,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,297931092.11010166,0.0,35233267.594637479,62010550.96656194 - 02/06 24:00:00,65563123.56265119,0.0,81111821.04462885,0.0,40857598.47628087,0.0,63299154.503631588,0.0,2512.715327075371,2473.3782998834255,2476.5655002752998,2981.240819334221,288429737.3948384,0.0,35233267.594637479,46507913.22492146 - 02/07 01:00:00,76781501.64832461,0.0,92170036.35015968,0.0,50967613.27608684,0.0,75809149.43550805,0.0,2508.685234507645,2469.41129916666,2472.5933876732076,2976.4592683407047,333266037.79295679,0.0,21139960.556782485,23253956.61246073 - 02/07 02:00:00,37488533.62181332,0.0,52012449.51616937,0.0,17265264.989098349,0.0,32882537.024560565,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,158380514.8008017,0.0,14093307.03785499,0.0 - 02/07 03:00:00,69643471.40847376,0.0,84212671.72718965,0.0,44303524.767922539,0.0,67808584.30540793,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,284555076.67890706,0.0,14093307.03785499,0.0 - 02/07 04:00:00,74756359.2345049,0.0,88859783.4323739,0.0,48807640.44597655,0.0,73212629.3234467,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,304181396.7757062,0.0,14093307.03785499,0.0 - 02/07 05:00:00,76429245.72123377,0.0,90089658.6103025,0.0,50667640.47559692,0.0,75063841.82876767,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,310795370.97530499,0.0,14093307.03785499,0.0 - 02/07 06:00:00,79173819.49785401,0.0,92890128.57559102,0.0,52507237.16760932,0.0,77475184.77411145,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,320591354.3545699,0.0,14093307.03785499,0.0 - 02/07 07:00:00,73746349.95009236,0.0,87142973.85013592,0.0,47705665.82348964,0.0,71259164.85147596,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,354654120.74903419,0.0,14093307.03785499,15502637.741640486 - 02/07 08:00:00,72224640.0964606,0.0,89854995.6880159,0.0,48359226.69596282,0.0,72336483.52661523,0.0,19874.82282210369,19563.678763179127,19588.88856008866,23580.718609798,580164537.5256646,0.0,56373228.15141996,38756594.35410121 - 02/07 09:00:00,65432033.847567047,0.0,92303488.61392054,0.0,52792551.67609125,0.0,77257786.6757506,0.0,17589.0072895276,17313.648099183978,17335.958501927096,20868.685735339546,550972139.466851,0.0,56373228.15141996,38756594.35410121 - 02/07 10:00:00,62641537.07093053,0.0,88908878.89258993,0.0,55762792.81564311,0.0,79430272.43315476,0.0,12687.375374688218,12488.752146369934,12504.845178210964,15053.086575175634,476586094.60031947,0.0,28186614.07570998,0.0 - 02/07 11:00:00,60388265.76532636,0.0,80077164.54906157,0.0,50770549.268433008,0.0,72719149.9997979,0.0,10189.922240835967,10030.397107227565,10043.322297681576,12089.953765506914,416428073.063126,0.0,28186614.07570998,0.0 - 02/07 12:00:00,54779103.20785388,0.0,73465877.50955723,0.0,46383639.46048694,0.0,66996009.883548069,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,318143540.01999858,0.0,28186614.07570998,0.0 - 02/07 13:00:00,45637991.72479638,0.0,69967877.76107894,0.0,43888411.4813899,0.0,62727841.77143209,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,298816988.899284,0.0,28186614.07570998,0.0 - 02/07 14:00:00,11510080.407995884,0.0,60005501.40284703,0.0,38795844.12248026,0.0,53828518.41206962,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,240821643.68296869,0.0,28186614.07570998,0.0 - 02/07 15:00:00,0.0,0.0,47713567.6033514,0.0,30059515.79576546,0.0,42807491.7754419,0.0,7695.304285788543,7574.8328616369249,7584.593806926263,9130.184787264692,235726271.8443779,0.0,28186614.07570998,0.0 - 02/07 16:00:00,1037895.3440718149,0.0,48335756.70886879,0.0,27720267.958433644,0.0,42050347.86490378,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,310631433.2777449,0.0,28186614.07570998,0.0 - 02/07 17:00:00,31951627.413331059,0.0,59555209.81331899,0.0,32038427.30509205,0.0,49516853.817871119,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,364549283.75108006,0.0,35233267.594637479,0.0 - 02/07 18:00:00,58553721.215076338,0.0,78586929.17098743,0.0,44633726.13794146,0.0,65906900.041211549,0.0,17856.672854079854,17577.1233093902,17599.773226834033,21186.26071025806,514872664.9272405,0.0,14093307.03785499,0.0 - 02/07 19:00:00,49009102.44679973,0.0,68196411.14382085,0.0,33420254.60402187,0.0,52586417.18554273,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,469724468.9127527,0.0,63419881.67034747,0.0 - 02/07 20:00:00,41610954.18032625,0.0,60293922.24775835,0.0,23999032.702718118,0.0,41614736.63707347,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,318686729.3356559,0.0,63419881.67034747,69761869.8373822 - 02/07 21:00:00,46406184.77098801,0.0,64250641.354526508,0.0,27507170.086929226,0.0,46003800.557080987,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,335800818.991697,0.0,49326574.63249246,69761869.8373822 - 02/07 22:00:00,49848728.35434827,0.0,67006848.90308211,0.0,30001271.32602948,0.0,49141418.84507358,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,271814778.53961959,0.0,35233267.594637479,69761869.8373822 - 02/07 23:00:00,52964837.09744519,0.0,69752679.94973062,0.0,32129825.753535697,0.0,51943320.50411122,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,282607174.4159089,0.0,35233267.594637479,62010550.96656194 - 02/07 24:00:00,58216664.426237788,0.0,74612056.09565848,0.0,36429880.39941547,0.0,57328877.09951296,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,264433248.5122827,0.0,35233267.594637479,46507913.22492146 - 02/08 01:00:00,67716061.27314435,0.0,83658186.65932419,0.0,45001252.29215541,0.0,67800094.37155193,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,302021365.0876339,0.0,21139960.556782485,23253956.61246073 - 02/08 02:00:00,33117436.061363408,0.0,46150034.9216083,0.0,13101330.46219364,0.0,29890306.92107535,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,141213236.1440122,0.0,14093307.03785499,0.0 - 02/08 03:00:00,60687582.57819197,0.0,74955830.033027,0.0,38544329.28704819,0.0,59435037.98457604,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,252322771.45130325,0.0,14093307.03785499,0.0 - 02/08 04:00:00,69608523.30823326,0.0,83919885.47056833,0.0,45939413.3503691,0.0,69036947.00036651,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,287049753.46894136,0.0,14093307.03785499,0.0 - 02/08 05:00:00,76043527.57168488,0.0,90370290.8286447,0.0,51194473.836069259,0.0,75553167.28863442,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,311590179.77959707,0.0,14093307.03785499,0.0 - 02/08 06:00:00,78389142.20844116,0.0,92504449.24927661,0.0,53123308.70685624,0.0,77792594.6374152,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,320275269.7016944,0.0,14093307.03785499,0.0 - 02/08 07:00:00,73105438.232306,0.0,86927460.78204882,0.0,48276832.63147504,0.0,71597650.10576728,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,354391148.2898624,0.0,14093307.03785499,15502637.741640486 - 02/08 08:00:00,55710850.18779846,0.0,79198868.36460456,0.0,40691773.138723138,0.0,62205258.09616631,0.0,20029.769395586467,19716.199619148774,19741.60595474871,23764.55680456099,537514424.1738542,0.0,56373228.15141996,38756594.35410121 - 02/08 09:00:00,28057109.20711691,0.0,69652969.36971689,0.0,37421368.471549119,0.0,55324861.83983008,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,454135577.3484383,0.0,56373228.15141996,38756594.35410121 - 02/08 10:00:00,4707235.768986266,0.0,69475220.49455874,0.0,41817589.03921214,0.0,61751945.45955815,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,366980843.21960529,0.0,28186614.07570998,0.0 - 02/08 11:00:00,0.0,536337.8561380347,67422347.50679535,0.0,41534460.082617137,0.0,60854529.8607979,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,321879481.35503247,536337.8561380347,28186614.07570998,0.0 - 02/08 12:00:00,0.0,21075080.61584215,61751258.27480615,0.0,39244384.52489913,0.0,57130964.81006304,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,234808306.94734425,21075080.61584215,28186614.07570998,0.0 - 02/08 13:00:00,0.0,33265406.895276205,55634309.70567472,0.0,35096906.11153528,0.0,46643820.06176598,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,214138833.65885539,33265406.895276205,28186614.07570998,0.0 - 02/08 14:00:00,0.0,39693335.39425905,43590713.986819598,0.0,28605058.21137295,0.0,37805205.448189448,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,186829553.47520567,39693335.39425905,28186614.07570998,0.0 - 02/08 15:00:00,0.0,38602320.84983236,34799685.07710894,0.0,20917250.828650837,0.0,29813700.700272737,0.0,7709.150705140043,7588.462512710431,7598.241021196327,9146.613035274928,200883518.79359073,38602320.84983236,28186614.07570998,0.0 - 02/08 16:00:00,0.0,21542956.65939722,34963520.440025057,0.0,18219764.61981158,0.0,29038723.75247119,0.0,12811.790336509048,12611.219368753873,12627.470212110915,15200.700178164989,273926257.15624758,21542956.65939722,28186614.07570998,0.0 - 02/08 17:00:00,193701.16285827827,1078926.078994412,47285465.04061111,0.0,23547962.72615043,0.0,37955400.36320611,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,300279804.1892071,1078926.078994412,35233267.594637479,0.0 - 02/08 18:00:00,35967026.907113138,0.0,71270388.1687006,0.0,39121961.0541125,0.0,58832670.183554518,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,471704329.8460483,0.0,14093307.03785499,0.0 - 02/08 19:00:00,32081010.69523058,0.0,62252008.5021227,0.0,29098145.127526244,0.0,46968771.39994375,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,436179594.46802476,0.0,63419881.67034747,0.0 - 02/08 20:00:00,26469297.05048327,0.0,54838344.892870198,0.0,19741631.42222797,0.0,36170659.41561501,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,288388016.34897628,0.0,63419881.67034747,69761869.8373822 - 02/08 21:00:00,33021615.132857078,0.0,60163619.86912335,0.0,23526898.4443172,0.0,41380966.484853658,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,309726122.15332356,0.0,49326574.63249246,69761869.8373822 - 02/08 22:00:00,38225855.07826153,0.0,63841455.7222434,0.0,26373122.601413449,0.0,45201912.35282457,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,249579391.1099434,0.0,35233267.594637479,69761869.8373822 - 02/08 23:00:00,42877958.14856156,0.0,66938828.97464597,0.0,28605913.836824344,0.0,48185719.6812176,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,262642492.5936605,0.0,35233267.594637479,62010550.96656194 - 02/08 24:00:00,49862268.89431518,0.0,72337476.46859902,0.0,33323848.17060002,0.0,54029717.597261,0.0,2537.4750749376437,2497.7504292739874,2500.969035642193,3010.6173150351266,247521833.80837543,0.0,35233267.594637479,46507913.22492146 - 02/09 01:00:00,62788683.19318228,0.0,84022291.6148706,0.0,43868814.00464678,0.0,67061937.77635691,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,295587497.0805145,0.0,21139960.556782485,23253956.61246073 - 02/09 02:00:00,32803462.530984954,0.0,50447274.31404206,0.0,15103076.255720936,0.0,32734172.6484638,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,149983996.19518424,0.0,14093307.03785499,0.0 - 02/09 03:00:00,57761070.88996746,0.0,76209190.36948462,0.0,37463568.615513939,0.0,59283555.4824483,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,249580148.4600402,0.0,14093307.03785499,0.0 - 02/09 04:00:00,62460204.779392037,0.0,79853232.07489413,0.0,40956884.80314246,0.0,63522515.45138411,0.0,1258.7110214895782,1239.0056656358498,1240.6022508987008,1493.4125790438353,265627070.57025744,0.0,14093307.03785499,0.0 - 02/09 05:00:00,66183730.81813508,0.0,82623808.38187707,0.0,43847918.98165029,0.0,66678274.45277258,0.0,1256.3576635376856,1236.6891499417127,1238.2827501376499,1490.6204096671107,278132752.53825798,0.0,14093307.03785499,0.0 - 02/09 06:00:00,69374827.0583741,0.0,85104499.13632122,0.0,46237929.10484903,0.0,69379748.55504014,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,288865872.3960233,0.0,14093307.03785499,0.0 - 02/09 07:00:00,68773650.73456082,0.0,84296942.00277801,0.0,44818459.65414196,0.0,67800119.57970065,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,284458040.51262018,0.0,14093307.03785499,15502637.741640486 - 02/09 08:00:00,54993780.31181235,0.0,81470487.8876918,0.0,40438725.23835926,0.0,62780956.49225743,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,314759424.095876,0.0,56373228.15141996,38756594.35410121 - 02/09 09:00:00,32402877.15200514,0.0,77786366.86608286,0.0,39871779.351156,0.0,60586581.29422554,0.0,12563.576635376856,12366.891499417125,12382.827501376501,14906.204096671105,398637803.70169928,0.0,56373228.15141996,38756594.35410121 - 02/09 10:00:00,31469819.162426674,0.0,88873216.10573477,0.0,51084280.8059586,0.0,75583202.31200922,0.0,12606.176864922969,12408.824814422627,12424.81485173843,14956.747642876835,435638149.4123884,0.0,28186614.07570998,0.0 - 02/09 11:00:00,36023099.871959608,0.0,92255678.07925734,0.0,54122517.27897727,0.0,79480413.91471705,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,450841813.60463598,0.0,28186614.07570998,0.0 - 02/09 12:00:00,15451434.23587305,0.0,87518078.03796682,0.0,53524444.01846624,0.0,77934977.87237805,0.0,7587.81426361951,7469.025615817192,7478.650217670771,9002.651979107532,347966245.6390582,0.0,28186614.07570998,0.0 - 02/09 13:00:00,9683427.783037087,0.0,83576733.63503319,0.0,51556649.960298348,0.0,71639741.81018238,0.0,7600.3420852062,7481.357312019881,7490.997804522686,9017.51576120379,330181319.85518017,0.0,28186614.07570998,0.0 - 02/09 14:00:00,45334375.440347608,0.0,80914347.73868799,0.0,49032158.905245337,0.0,70921519.99381927,0.0,7612.4252248129309,7493.2512878219599,7502.907106926579,9031.85194510538,360107970.1109008,0.0,28186614.07570998,0.0 - 02/09 15:00:00,33280800.27140431,0.0,73702344.96057569,0.0,44216247.66394959,0.0,64461938.24694133,0.0,7622.151804410921,7502.825596001852,7512.49375257979,9043.392160512029,329712439.0714874,0.0,28186614.07570998,0.0 - 02/09 16:00:00,45175851.88647272,0.0,78076735.06247431,0.0,44899553.95961759,0.0,66626793.212977129,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,500898185.95498028,0.0,28186614.07570998,0.0 - 02/09 17:00:00,55093163.70475894,0.0,81812486.26646236,0.0,45299245.569210398,0.0,68046537.39490018,0.0,22900.22689636374,22541.71957226805,22570.766878722407,27170.245057134216,592910083.1914902,0.0,35233267.594637479,0.0 - 02/09 18:00:00,68496596.18778126,0.0,90304113.36662799,0.0,51173098.607544969,0.0,75488674.09297534,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,551974765.787497,0.0,14093307.03785499,0.0 - 02/09 19:00:00,58393638.71438998,0.0,78844202.76551809,0.0,39669601.90117061,0.0,61557613.28245873,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,504977340.196105,0.0,63419881.67034747,0.0 - 02/09 20:00:00,46144115.66477686,0.0,65692872.687291059,0.0,26099847.923888696,0.0,45278025.31742662,0.0,15266.817930909157,15027.813048178701,15047.177919148273,18113.496704756148,411653961.7641554,0.0,63419881.67034747,69761869.8373822 - 02/09 21:00:00,50108376.1875982,0.0,68627091.8589967,0.0,28833513.460775664,0.0,48650680.09520809,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,386585578.41155549,0.0,49326574.63249246,69761869.8373822 - 02/09 22:00:00,53857581.593628797,0.0,71339846.80265862,0.0,31629894.31474258,0.0,51990854.98319785,0.0,10177.878620606105,10018.542032119136,10031.451946098849,12075.66446983743,361110911.1414094,0.0,35233267.594637479,69761869.8373822 - 02/09 23:00:00,53527876.07238482,0.0,69881735.44657906,0.0,31288291.35958036,0.0,51159967.75435575,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,320493083.89423379,0.0,35233267.594637479,62010550.96656194 - 02/09 24:00:00,54105421.87052751,0.0,69449456.56483764,0.0,32082634.668934488,0.0,51698043.141138467,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,283930422.4060248,0.0,35233267.594637479,46507913.22492146 - 02/10 01:00:00,63846141.9079351,0.0,78791082.93917299,0.0,40904399.18348849,0.0,62520646.98274299,0.0,2550.953264868551,2511.0176156271725,2514.253318119148,3026.6086728940088,284232469.35077157,0.0,21139960.556782485,23253956.61246073 - 02/10 02:00:00,32566693.922939674,0.0,45110967.071884158,0.0,11520103.166150649,0.0,28510144.05660436,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,136744499.89847655,0.0,14093307.03785499,0.0 - 02/10 03:00:00,54244408.69467501,0.0,67611141.0446196,0.0,32553682.243621727,0.0,51646353.17478112,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,225114703.0927609,0.0,14093307.03785499,0.0 - 02/10 04:00:00,55488951.539191368,0.0,68218502.3940438,0.0,33742049.276857528,0.0,53179844.975325677,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,229688466.1204818,0.0,14093307.03785499,0.0 - 02/10 05:00:00,56673700.06295414,0.0,68912744.61244342,0.0,35003433.036859538,0.0,54329043.65453045,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,233978039.30185098,0.0,14093307.03785499,0.0 - 02/10 06:00:00,57334708.785820309,0.0,69046887.86812453,0.0,35772896.30540497,0.0,54885013.019249949,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,236098623.91366319,0.0,14093307.03785499,0.0 - 02/10 07:00:00,52149789.755076978,0.0,63264604.10249081,0.0,31265231.873568294,0.0,48889828.326540749,0.0,1278.4591886147676,1258.4446715206776,1260.066305926709,1516.8430255039896,214699181.54731495,0.0,14093307.03785499,15502637.741640486 - 02/10 08:00:00,46501170.30584818,0.0,58326392.74456085,0.0,30942476.924809189,0.0,44371036.55343975,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,199380918.7592946,0.0,56373228.15141996,38756594.35410121 - 02/10 09:00:00,48036505.01923935,0.0,60969528.70633425,0.0,34391282.93459325,0.0,48185700.60806477,0.0,5147.584189324726,5066.997798559966,5073.527142401123,6107.4121452652739,268606893.86021557,0.0,56373228.15141996,38756594.35410121 - 02/10 10:00:00,54071505.37988399,0.0,67666163.81475005,0.0,41348292.07848991,0.0,59932882.26950755,0.0,7687.074201905429,7566.731621252323,7576.482127266549,9120.420106898993,338041392.5489953,0.0,28186614.07570998,0.0 - 02/10 11:00:00,56333466.7312516,0.0,68155162.52479452,0.0,41613595.67869676,0.0,60160663.28214486,0.0,7701.798060355234,7581.224974951363,7590.9941571311369,9137.889402905457,341505751.9601232,0.0,28186614.07570998,0.0 - 02/10 12:00:00,44612684.594067808,0.0,59195047.26014956,0.0,37490213.65976118,0.0,54271770.80412036,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,272333514.0979783,0.0,28186614.07570998,0.0 - 02/10 13:00:00,51490860.62758818,0.0,63594178.60857773,0.0,38595417.07213426,0.0,56263152.09371796,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,286707406.1818975,0.0,28186614.07570998,0.0 - 02/10 14:00:00,45422007.5891914,0.0,60065679.10614106,0.0,36946088.026317868,0.0,53958937.545464787,0.0,7687.074201905429,7566.731621252323,7576.482127266549,9120.420106898993,311415261.273479,0.0,28186614.07570998,0.0 - 02/10 15:00:00,49723622.26096946,0.0,63765848.522957969,0.0,37931096.69906501,0.0,55979774.3790733,0.0,10249.432269207238,10088.9754950031,10101.97616968873,12160.56014253199,360763740.5372176,0.0,28186614.07570998,0.0 - 02/10 16:00:00,59934732.6663178,0.0,71965863.36721255,0.0,41024589.96047439,0.0,60878406.625824358,0.0,12811.790336509048,12611.219368753873,12627.470212110915,15200.700178164989,425507840.96376886,0.0,28186614.07570998,0.0 - 02/10 17:00:00,61643604.71382329,0.0,73425666.52962905,0.0,40521327.56586081,0.0,60619601.85943596,0.0,15390.608571577086,15149.665723273849,15169.187613852526,18260.369574529384,466501594.0083873,0.0,35233267.594637479,0.0 - 02/10 18:00:00,65516927.120411369,0.0,77101209.02577767,0.0,43248044.207201469,0.0,64080188.918969709,0.0,17955.710000173265,17674.610010486158,17697.38554949461,21303.76450361761,518619661.5019381,0.0,14093307.03785499,0.0 - 02/10 19:00:00,52666803.89962347,0.0,64102062.10831669,0.0,30467360.38538649,0.0,48535508.32895046,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,349575577.63902148,0.0,63419881.67034747,0.0 - 02/10 20:00:00,37194078.948592837,0.0,48532164.656726438,0.0,15306617.890858215,0.0,30051570.917578624,0.0,7714.909614027489,7594.131264804921,7603.917078056487,9153.445760838815,246523485.79757584,0.0,63419881.67034747,69761869.8373822 - 02/10 21:00:00,41433574.880945678,0.0,52807593.680150087,0.0,18741748.58203076,0.0,34529185.43429501,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,224340678.40624524,0.0,49326574.63249246,69761869.8373822 - 02/10 22:00:00,45757908.89450537,0.0,57185214.24973828,0.0,22298546.915422616,0.0,39140520.6424179,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,241210766.5309078,0.0,35233267.594637479,69761869.8373822 - 02/10 23:00:00,50709506.06060025,0.0,62476443.53269413,0.0,25212056.09310419,0.0,43530086.12545121,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,258756667.64067347,0.0,35233267.594637479,62010550.96656194 - 02/10 24:00:00,55867236.36728782,0.0,67669200.67810482,0.0,29209988.064917923,0.0,48760812.89022201,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,278335813.82935628,0.0,35233267.594637479,46507913.22492146 - 02/11 01:00:00,63617989.39514689,0.0,75125122.6381333,0.0,36622463.92458263,0.0,57706124.42522381,0.0,2569.716901713348,2529.487504236811,2532.747007065442,3048.8710117583088,271522661.1122727,0.0,21139960.556782485,23253956.61246073 - 02/11 02:00:00,28758659.483125949,0.0,38480530.580429319,0.0,5934964.598790341,0.0,19553468.81667441,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,111953103.84361306,0.0,14093307.03785499,0.0 - 02/11 03:00:00,48135386.77312588,0.0,57968969.896953139,0.0,24438989.85629846,0.0,41982523.30799672,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,191751350.19896729,0.0,14093307.03785499,0.0 - 02/11 04:00:00,48916972.2490681,0.0,58280420.348645698,0.0,26025842.80488687,0.0,43231343.17543881,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,195680058.9426325,0.0,14093307.03785499,0.0 - 02/11 05:00:00,49259927.53501525,0.0,58351889.70941203,0.0,26979029.14410489,0.0,43897885.7224722,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,197714212.47559745,0.0,14093307.03785499,0.0 - 02/11 06:00:00,49509374.104436669,0.0,58438259.01463762,0.0,27624712.04891942,0.0,44351845.28964051,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,199149670.82222728,0.0,14093307.03785499,0.0 - 02/11 07:00:00,46569908.9785668,0.0,55463506.401044968,0.0,24978401.33349254,0.0,40948185.942069318,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,244861924.11354579,0.0,14093307.03785499,15502637.741640486 - 02/11 08:00:00,49377084.65233644,0.0,59620327.660629939,0.0,30728610.993516119,0.0,44533334.76062245,0.0,20557.735213706783,20235.90003389449,20261.976056523537,24390.96809406647,491867043.9005936,0.0,56373228.15141996,38756594.35410121 - 02/11 09:00:00,61988664.98630655,0.0,72847262.96705973,0.0,38729863.385419469,0.0,57993770.580949019,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,500716287.02403727,0.0,56373228.15141996,38756594.35410121 - 02/11 10:00:00,62916813.427340257,0.0,74518525.06788127,0.0,44678942.56229022,0.0,64829682.995212707,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,439342386.3590907,0.0,28186614.07570998,0.0 - 02/11 11:00:00,52796377.76219389,0.0,65442848.930796679,0.0,40174725.841908279,0.0,58255556.73090473,0.0,10295.168378649452,10133.995597119932,10147.054284802247,12214.824290530547,370717262.4497714,0.0,28186614.07570998,0.0 - 02/11 12:00:00,46573727.05325255,0.0,58968671.35039109,0.0,37131211.38086003,0.0,53677069.24736002,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,273374555.6238476,0.0,28186614.07570998,0.0 - 02/11 13:00:00,46080362.58985914,0.0,57993070.07281871,0.0,36090922.6119795,0.0,52217636.452131759,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,269405868.31877306,0.0,28186614.07570998,0.0 - 02/11 14:00:00,47926430.76539053,0.0,61103226.337179478,0.0,36829977.81412023,0.0,54048192.765083719,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,276867196.60432049,0.0,28186614.07570998,0.0 - 02/11 15:00:00,59534384.573546718,0.0,70895791.05499545,0.0,40734802.904219929,0.0,60387107.459603939,0.0,7709.150705140043,7588.462512710431,7598.241021196327,9146.613035274928,346904968.17992427,0.0,28186614.07570998,0.0 - 02/11 16:00:00,65138624.41774562,0.0,76011001.07773498,0.0,42989777.67371154,0.0,63767552.37705007,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,440161759.1921725,0.0,28186614.07570998,0.0 - 02/11 17:00:00,72279697.78839502,0.0,83610256.60738793,0.0,46573380.57163669,0.0,69190471.76691297,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,462951081.6307137,0.0,35233267.594637479,0.0 - 02/11 18:00:00,82363074.54371612,0.0,93966202.3584054,0.0,54055737.373790938,0.0,78950957.29316102,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,575848255.101641,0.0,14093307.03785499,0.0 - 02/11 19:00:00,74013421.27893754,0.0,85879170.57083953,0.0,44357948.76112376,0.0,67677442.19124784,0.0,17704.89994844552,17427.72643690678,17450.183841231796,21006.1879512509,536848376.24235466,0.0,63419881.67034747,0.0 - 02/11 20:00:00,65427392.81046466,0.0,78090643.03672374,0.0,33988729.63381702,0.0,56016134.067502129,0.0,10084.941491938373,9927.059851538104,9939.851881390745,11965.398114301468,384425004.3695148,0.0,63419881.67034747,69761869.8373822 - 02/11 21:00:00,71738823.71083066,0.0,84713645.24224735,0.0,38758727.538536939,0.0,62434797.212056498,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,408319861.39522877,0.0,49326574.63249246,69761869.8373822 - 02/11 22:00:00,77640613.04186155,0.0,90873887.50118444,0.0,43400699.65683417,0.0,68586175.71558666,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,355697455.53075876,0.0,35233267.594637479,69761869.8373822 - 02/11 23:00:00,82119280.46797294,0.0,95626796.57146448,0.0,46799492.407990608,0.0,73157839.17748057,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,372778882.7906638,0.0,35233267.594637479,62010550.96656194 - 02/11 24:00:00,89023662.81214084,0.0,102849368.09737413,0.0,52478653.24343918,0.0,80535466.28985074,0.0,2499.478997875543,2460.349187886455,2463.5195989376677,2965.5364200003725,362287133.57972499,0.0,35233267.594637479,46507913.22492146 - 02/12 01:00:00,100290230.33315848,0.0,114340103.11946969,0.0,62542316.69747071,0.0,93148916.89725185,0.0,2494.2633564660475,2455.215198316202,2458.378993697838,2959.3482605612787,407643507.95989969,0.0,21139960.556782485,23253956.61246073 - 02/12 02:00:00,61585223.650090787,0.0,74633839.1407057,0.0,29757855.96717184,0.0,49930957.470665138,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.794913112375,234494700.69854663,0.0,14093307.03785499,0.0 - 02/12 03:00:00,92590440.72411016,0.0,106526378.71196726,0.0,55417730.1881964,0.0,85179117.8156665,0.0,1237.00058424942,1217.6351093407644,1219.2041564605816,1467.6539739967255,358223045.20651128,0.0,14093307.03785499,0.0 - 02/12 04:00:00,96591159.10454123,0.0,111867626.58530271,0.0,60057934.95184078,0.0,90404681.54965802,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,377387177.09104797,0.0,14093307.03785499,0.0 - 02/12 05:00:00,100608558.74822997,0.0,116352556.00735052,0.0,63672022.90107754,0.0,94793950.70722471,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,393810493.6340387,0.0,14093307.03785499,0.0 - 02/12 06:00:00,102973033.14547526,0.0,119026852.48662865,0.0,65864576.033686939,0.0,97410534.22513226,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,403658401.16107907,0.0,14093307.03785499,0.0 - 02/12 07:00:00,100863573.45132181,0.0,117140961.036357,0.0,63789559.23013373,0.0,94846140.55084084,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,450173855.3492774,0.0,14093307.03785499,15502637.741640486 - 02/12 08:00:00,106827983.06242839,0.0,124503151.51717659,0.0,67822556.28709436,0.0,100390965.09680046,0.0,19657.307422400438,19349.568607635683,19374.502501756026,23322.64489112335,693679140.2859956,0.0,56373228.15141996,38756594.35410121 - 02/12 09:00:00,116537119.76787831,0.0,136389757.35435204,0.0,79122013.9437242,0.0,113995210.96164486,0.0,17200.143994600385,16930.87253168122,16952.689689036524,20407.314279732927,703411775.8097832,0.0,56373228.15141996,38756594.35410121 - 02/12 10:00:00,101859301.96169088,0.0,132496859.808717,0.0,81033269.34151657,0.0,115406700.9622032,0.0,12316.101605012387,12123.290736819432,12138.912834332386,14612.584419846327,615083334.6197656,0.0,28186614.07570998,0.0 - 02/12 11:00:00,54178265.856455188,0.0,115476568.9341355,0.0,72274099.2962679,0.0,103433549.57983732,0.0,9852.881284009909,9698.632589455547,9711.130267465907,11690.067535877062,492792245.70320627,0.0,28186614.07570998,0.0 - 02/12 12:00:00,45066559.19772792,0.0,116789009.43319151,0.0,74472224.48231346,0.0,106095767.8130601,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,416138441.9445482,0.0,28186614.07570998,0.0 - 02/12 13:00:00,40806446.58266848,0.0,120683109.13684277,0.0,76639047.80501396,0.0,105278721.46402546,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,416940946.06917467,0.0,28186614.07570998,0.0 - 02/12 14:00:00,36734237.430185239,0.0,115234501.38344953,0.0,73536299.2622123,0.0,101297253.11580162,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,400182073.4702621,0.0,28186614.07570998,0.0 - 02/12 15:00:00,40795324.70939809,0.0,111253762.8532802,0.0,67887642.89553474,0.0,96685269.08853634,0.0,7356.068477462079,7240.907853174189,7250.238502007106,8727.694450112242,426691672.96466967,0.0,28186614.07570998,0.0 - 02/12 16:00:00,56370506.39558782,0.0,111501565.61353615,0.0,64376181.754803728,0.0,95174467.69528988,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,510872177.1557512,0.0,28186614.07570998,0.0 - 02/12 17:00:00,81902076.19218117,0.0,118951068.253328,0.0,65966037.414953049,0.0,99386470.42143958,0.0,12285.817139000274,12093.4803797723,12109.06406359752,14576.653056952093,550039704.9834616,0.0,35233267.594637479,0.0 - 02/12 18:00:00,117829296.86493534,0.0,142424251.3107432,0.0,83486758.63038373,0.0,121004259.02648627,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,720916160.8703004,0.0,14093307.03785499,0.0 - 02/12 19:00:00,106780675.88261643,0.0,130461257.64135523,0.0,71001652.71240029,0.0,105948933.64489326,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,670364114.919017,0.0,63419881.67034747,0.0 - 02/12 20:00:00,95645934.52605325,0.0,118728437.67053509,0.0,58398455.62815908,0.0,90931668.68408689,0.0,9757.389915965943,9604.636156592207,9617.012710604806,11576.770672822508,509705410.55038198,0.0,63419881.67034747,69761869.8373822 - 02/12 21:00:00,100636607.39125166,0.0,122282530.78223282,0.0,61937255.38571891,0.0,95292273.88883898,0.0,9757.389915965943,9604.636156592207,9617.012710604806,11576.770672822508,526149581.48959007,0.0,49326574.63249246,69761869.8373822 - 02/12 22:00:00,104166666.88968034,0.0,125236706.70793088,0.0,64613728.870370689,0.0,98607774.49066049,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,465816761.2551429,0.0,35233267.594637479,69761869.8373822 - 02/12 23:00:00,105518261.95254644,0.0,126304257.19933626,0.0,65916223.421482559,0.0,100071822.43125701,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,471002449.3011228,0.0,35233267.594637479,62010550.96656194 - 02/12 24:00:00,109224505.74295144,0.0,129436964.08423019,0.0,69290598.40326737,0.0,104083431.74634233,0.0,2445.744118978565,2407.455538542841,2410.5577907281319,2901.782037375537,448631442.12504157,0.0,35233267.594637479,46507913.22492146 - 02/13 01:00:00,118648262.6377227,0.0,138368097.4572568,0.0,78038020.65737888,0.0,114816813.39232034,0.0,2439.347478991486,2401.1590391480519,2404.2531776512016,2894.192668205627,486371422.65506568,0.0,21139960.556782485,23253956.61246073 - 02/13 02:00:00,79528609.7215679,0.0,97783666.07351394,0.0,42639579.312326449,0.0,70722801.43936897,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873273,308792965.69609358,0.0,14093307.03785499,0.0 - 02/13 03:00:00,110065902.2279511,0.0,128521984.41181156,0.0,70062003.00516384,0.0,105341782.3581291,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,432109981.15237197,0.0,14093307.03785499,0.0 - 02/13 04:00:00,114580058.89475909,0.0,132932225.50654662,0.0,74580744.29841557,0.0,110453778.78002268,0.0,1201.0793117485119,1182.276191061965,1183.7996746065704,1425.0347553736675,450518691.2377905,0.0,14093307.03785499,0.0 - 02/13 05:00:00,118575352.02015352,0.0,136997011.39977927,0.0,78093298.22095625,0.0,114714451.16866993,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,466307735.97488477,0.0,14093307.03785499,0.0 - 02/13 06:00:00,121686170.17511913,0.0,140183943.33591197,0.0,80648088.58995539,0.0,117885190.70849441,0.0,1194.5256013942656,1175.8250802659075,1177.3402508958009,1417.259028208858,478277212.6682342,0.0,14093307.03785499,0.0 - 02/13 07:00:00,121690205.67268543,0.0,140330598.19583614,0.0,79912983.2826583,0.0,117184997.27119524,0.0,4763.522785371986,4688.94894753269,4694.991136842655,5651.737950000426,530395907.3734671,0.0,14093307.03785499,15502637.741640486 - 02/13 08:00:00,107835894.08672035,0.0,136243529.48771299,0.0,74855035.15850692,0.0,111335935.23072756,0.0,19054.091141487945,18755.79579013076,18779.96454737062,22606.951800001705,715378885.7680354,0.0,56373228.15141996,38756594.35410121 - 02/13 09:00:00,106630168.28881957,0.0,145216944.35699374,0.0,84417287.99175492,0.0,122994498.3482898,0.0,16672.32974880195,16411.32131636441,16432.46897894929,19781.08282500149,708728829.3146798,0.0,56373228.15141996,38756594.35410121 - 02/13 10:00:00,76642296.73665594,0.0,141715638.37152113,0.0,86270836.92630856,0.0,124290151.1738131,0.0,11908.806963429963,11722.372368831724,11737.477842106638,14129.344875001067,607111730.5860286,0.0,28186614.07570998,0.0 - 02/13 11:00:00,58136617.130480129,0.0,141796476.66130979,0.0,87433791.65227136,0.0,125590997.36761266,0.0,9556.204811154124,9406.60064212726,9418.722007166407,11338.072225670863,555948441.6817012,0.0,28186614.07570998,0.0 - 02/13 12:00:00,52563480.7153961,0.0,145040358.25364167,0.0,90865356.13911069,0.0,129811112.74167013,0.0,4792.485324874271,4717.458073076111,4723.536999304204,5686.100897551788,489990800.5111216,0.0,28186614.07570998,0.0 - 02/13 13:00:00,47731923.86754589,0.0,144465809.04381234,0.0,90276256.66951964,0.0,124528777.02947837,0.0,4804.317246994047,4729.10476424786,4735.198698426281,5700.13902149467,478890301.64254257,0.0,28186614.07570998,0.0 - 02/13 14:00:00,47113204.14750211,0.0,134150499.23348755,0.0,85018661.98437801,0.0,117771231.14995632,0.0,4804.317246994047,4729.10476424786,4735.198698426281,5700.13902149467,455941131.5475103,0.0,28186614.07570998,0.0 - 02/13 15:00:00,52623365.1150811,0.0,128571570.3344138,0.0,78779743.257486,0.0,112344069.13707693,0.0,7206.475870491073,7093.657146371787,7102.798047639422,8550.208532242006,480150050.3923373,0.0,28186614.07570998,0.0 - 02/13 16:00:00,69011623.54271364,0.0,129794896.78668109,0.0,76210365.11632954,0.0,111847092.09002145,0.0,11981.213312185679,11793.645182690276,11808.842498260512,14215.25224387947,566140209.1890031,0.0,28186614.07570998,0.0 - 02/13 17:00:00,96486941.74179745,0.0,140289677.61041088,0.0,79319148.01145104,0.0,118293865.02676022,0.0,11981.213312185679,11793.645182690276,11808.842498260512,14215.25224387947,613665864.0436769,0.0,35233267.594637479,0.0 - 02/13 18:00:00,133677689.91295591,0.0,166284106.5635765,0.0,97433732.49319892,0.0,141063182.88511086,0.0,16723.358419519715,16461.5511237227,16482.763512541213,19841.626394924006,788692189.8773897,0.0,14093307.03785499,0.0 - 02/13 19:00:00,124617736.30716029,0.0,154875745.20269657,0.0,85791343.50603438,0.0,127020376.22701434,0.0,16672.32974880195,16411.32131636441,16432.46897894929,19781.08282500149,741775131.5717273,0.0,63419881.67034747,0.0 - 02/13 20:00:00,114013153.8791113,0.0,142596690.61988176,0.0,73467647.58681864,0.0,112115794.73424813,0.0,9502.452950973351,9353.690277345017,9365.743461978695,11274.29769540102,584379550.6085729,0.0,63419881.67034747,69761869.8373822 - 02/13 21:00:00,117411698.96528964,0.0,144453821.19016654,0.0,75759857.1157933,0.0,114938453.19100614,0.0,9556.204811154124,9406.60064212726,9418.722007166407,11338.072225670863,595554389.3322828,0.0,49326574.63249246,69761869.8373822 - 02/13 22:00:00,119742213.52375017,0.0,145581627.0708017,0.0,77460511.06515837,0.0,116777002.72043951,0.0,4792.485324874271,4717.458073076111,4723.536999304204,5686.100897551788,531271847.0414527,0.0,35233267.594637479,69761869.8373822 - 02/13 23:00:00,123099543.6036641,0.0,147771943.75664646,0.0,80109637.12941076,0.0,119739806.01689463,0.0,4763.522785371986,4688.94894753269,4694.991136842655,5651.737950000426,541998053.4577078,0.0,35233267.594637479,62010550.96656194 - 02/13 24:00:00,128653407.10755503,0.0,152727355.96573044,0.0,84966779.86210391,0.0,125598562.18272592,0.0,2375.613237743338,2338.422569336254,2341.4358654946738,2818.574423850255,527492671.0652437,0.0,35233267.594637479,46507913.22492146 - 02/14 01:00:00,138191849.51257918,0.0,161683717.66035215,0.0,93947603.85477296,0.0,136388964.59548263,0.0,2368.1496822499796,2331.0758571964695,2334.079686366433,2809.7192001588134,565647023.556685,0.0,21139960.556782485,23253956.61246073 - 02/14 02:00:00,96425250.2967568,0.0,117760021.16279367,0.0,56997548.873781148,0.0,89937504.55767499,0.0,1187.806618871669,1169.211284668127,1170.7179327473369,1409.2872119251275,378893607.86457076,0.0,14093307.03785499,0.0 - 02/14 03:00:00,124979822.92649994,0.0,146618481.58841167,0.0,81889401.66310314,0.0,121559849.18191698,0.0,1187.806618871669,1169.211284668127,1170.7179327473369,1409.2872119251275,492820838.33349588,0.0,14093307.03785499,0.0 - 02/14 04:00:00,126761880.3112139,0.0,147706341.01363046,0.0,84052693.8541585,0.0,123503320.41647461,0.0,1187.806618871669,1169.211284668127,1170.7179327473369,1409.2872119251275,499797518.5690416,0.0,14093307.03785499,0.0 - 02/14 05:00:00,128343211.92327315,0.0,148800055.9306312,0.0,85915497.84459469,0.0,125289302.1246106,0.0,1184.0748411249898,1165.5379285982347,1167.0398431832167,1404.8596000794067,506065511.7898587,0.0,14093307.03785499,0.0 - 02/14 06:00:00,128878255.16635794,0.0,148866874.13671629,0.0,86915618.7170779,0.0,126027755.78618063,0.0,1184.0748411249898,1165.5379285982347,1167.0398431832167,1404.8596000794067,508405947.7730818,0.0,14093307.03785499,0.0 - 02/14 07:00:00,127764761.32549846,0.0,147612523.0733482,0.0,85669800.80150053,0.0,124405234.1134315,0.0,4708.463384341291,4634.751511696452,4640.723862078526,5586.412072424054,555905582.3037238,0.0,14093307.03785499,15502637.741640486 - 02/14 08:00:00,97313623.9244944,0.0,133109421.02508115,0.0,72713901.01315475,0.0,108448425.18618688,0.0,18833.853537365165,18539.00604678581,18562.895448314102,22345.648289696215,693398423.1086978,0.0,56373228.15141996,38756594.35410121 - 02/14 09:00:00,73130296.8870591,0.0,131244004.31472913,0.0,74306538.79569859,0.0,109638173.48768437,0.0,16672.32974880195,16411.32131636441,16432.46897894929,19781.08282500149,637788943.813993,0.0,56373228.15141996,38756594.35410121 - 02/14 10:00:00,55307998.12883036,0.0,131188606.05957787,0.0,79109168.66983602,0.0,114566267.35634586,0.0,12010.79311748512,11822.761910619647,11837.996746065704,14250.347553736674,559890877.7950559,0.0,28186614.07570998,0.0 - 02/14 11:00:00,43939964.76831399,0.0,132881521.89018855,0.0,81182411.00412965,0.0,117464875.60203135,0.0,9636.653389793966,9485.78978326083,9498.013191590995,11433.521393315998,519663093.1933259,0.0,28186614.07570998,0.0 - 02/14 12:00:00,38501637.605602268,0.0,135352648.19940526,0.0,84278833.82072544,0.0,121171368.70194645,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,451777724.9249448,0.0,28186614.07570998,0.0 - 02/14 13:00:00,30553494.99272657,0.0,130639335.67413631,0.0,81400092.18170329,0.0,112200862.90276659,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,427794242.7721065,0.0,28186614.07570998,0.0 - 02/14 14:00:00,24276830.850510189,0.0,115916803.14196956,0.0,72961887.28964281,0.0,101015747.18614826,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,387551050.7468842,0.0,28186614.07570998,0.0 - 02/14 15:00:00,25302556.840201849,0.0,105482445.76447147,0.0,63374478.81589828,0.0,91142390.7873294,0.0,7389.660963007432,7273.974442091658,7283.347700599432,8767.550651907797,395874193.73528376,0.0,28186614.07570998,0.0 - 02/14 16:00:00,37432127.56893639,0.0,101572011.66850388,0.0,57539178.3370888,0.0,86399379.58336655,0.0,12316.101605012387,12123.290736819432,12138.912834332386,14612.584419846327,467229899.7035336,0.0,28186614.07570998,0.0 - 02/14 17:00:00,62487105.82786591,0.0,108306252.94269943,0.0,58892374.97978415,0.0,90130101.8560296,0.0,12316.101605012387,12123.290736819432,12138.912834332386,14612.584419846327,504103038.15201708,0.0,35233267.594637479,0.0 - 02/14 18:00:00,100450731.01353678,0.0,132798699.61900422,0.0,77221110.7336424,0.0,112679655.92742804,0.0,17164.15978074485,16895.451657406444,16917.223171349913,20364.620383595226,679979435.2687585,0.0,14093307.03785499,0.0 - 02/14 19:00:00,89382756.40689886,0.0,119212985.00449725,0.0,64391082.34415138,0.0,96785779.20902467,0.0,17164.15978074485,16895.451657406444,16917.223171349913,20364.620383595226,626601840.9397192,0.0,63419881.67034747,0.0 - 02/14 20:00:00,81530781.98670849,0.0,110233459.11603566,0.0,54275771.94817791,0.0,84877685.48129201,0.0,9686.920559282753,9535.270010833938,9547.557179487672,11493.16147109862,475864171.72674486,0.0,63419881.67034747,69761869.8373822 - 02/14 21:00:00,84580739.20594722,0.0,111981667.10343594,0.0,56094125.01736257,0.0,87039811.27612448,0.0,9808.09130328277,9654.543804232255,9666.984669342808,11636.925933482988,486455907.1600972,0.0,49326574.63249246,69761869.8373822 - 02/14 22:00:00,91791221.17291442,0.0,118248948.39638858,0.0,61477924.021933328,0.0,93826638.70510344,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,437614175.61037376,0.0,35233267.594637479,69761869.8373822 - 02/14 23:00:00,93982352.45370358,0.0,119523988.46586979,0.0,62705739.78706516,0.0,95311313.30452733,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,444715278.30766639,0.0,35233267.594637479,62010550.96656194 - 02/14 24:00:00,100019187.86137553,0.0,124733991.73268184,0.0,67630729.31683058,0.0,101337678.87459438,0.0,2414.920283390001,2377.114255850597,2380.177410196268,2865.2107330678456,429856309.4424993,0.0,35233267.594637479,46507913.22492146 - 02/15 01:00:00,112104818.69198513,0.0,136322945.08924297,0.0,78079388.9831111,0.0,114288357.60632533,0.0,2414.920283390001,2377.114255850597,2380.177410196268,2865.2107330678456,476930232.0276815,0.0,21139960.556782485,23253956.61246073 - 02/15 02:00:00,71801276.52052994,0.0,94162448.90543683,0.0,40981156.17006677,0.0,68090954.60767709,0.0,1204.5816737242458,1185.7237229076039,1187.2516489488745,1429.1901741644998,293060126.19479349,0.0,14093307.03785499,0.0 - 02/15 03:00:00,101622749.07671449,0.0,123816753.19668228,0.0,67675425.47312644,0.0,101871972.93451032,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,413054261.50954207,0.0,14093307.03785499,0.0 - 02/15 04:00:00,104903043.24169269,0.0,126333391.50506842,0.0,70742238.00632748,0.0,105037624.14253216,0.0,1204.5816737242458,1185.7237229076039,1187.2516489488745,1429.1901741644998,425040586.88670358,0.0,14093307.03785499,0.0 - 02/15 05:00:00,109130458.3132957,0.0,130327852.15805203,0.0,73967983.33735869,0.0,109021397.61489858,0.0,1201.0793117485119,1182.276191061965,1183.7996746065704,1425.0347553736675,440419575.1816516,0.0,14093307.03785499,0.0 - 02/15 06:00:00,113319890.58264554,0.0,134433634.4321639,0.0,76928773.3712402,0.0,112865757.52471212,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,455475679.0760875,0.0,14093307.03785499,0.0 - 02/15 07:00:00,114702652.97568012,0.0,136029298.67667196,0.0,76786734.79610324,0.0,113226964.8851003,0.0,4778.102405577062,4703.30032106363,4709.3610035832039,5669.036112835432,512240930.76856926,0.0,14093307.03785499,15502637.741640486 - 02/15 08:00:00,108919158.27951004,0.0,136077960.35755859,0.0,75451689.79543272,0.0,111998510.59448795,0.0,19169.941299497084,18869.832292304443,18894.147997216816,22744.403590207152,719289289.6722012,0.0,56373228.15141996,38756594.35410121 - 02/15 09:00:00,124728167.60377348,0.0,150073089.10109604,0.0,89289129.90935749,0.0,128704111.56803131,0.0,16815.110364479166,16551.866674867506,16573.195444491983,19950.48657523134,744400870.7949103,0.0,56373228.15141996,38756594.35410121 - 02/15 10:00:00,129601252.1745791,0.0,152982357.71672765,0.0,95239745.50256033,0.0,135403355.33081047,0.0,12108.65069910344,11919.08751354242,11934.44647435959,14366.451838873276,694409802.2178408,0.0,28186614.07570998,0.0 - 02/15 11:00:00,121790802.61139375,0.0,145362981.54402054,0.0,90380978.7695151,0.0,129108070.7952404,0.0,9735.713802773605,9583.29938699557,9595.648446402745,11551.052791947908,632319405.6614013,0.0,28186614.07570998,0.0 - 02/15 12:00:00,116057753.23114863,0.0,138996858.1037325,0.0,86109272.66304365,0.0,123463734.89494698,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,538007401.1714852,0.0,28186614.07570998,0.0 - 02/15 13:00:00,118111721.04320382,0.0,139557078.6460657,0.0,85209511.97639594,0.0,122586267.53672369,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,538844361.4810026,0.0,28186614.07570998,0.0 - 02/15 14:00:00,117005328.04484885,0.0,137828848.48864154,0.0,83497147.79898246,0.0,120484253.25281498,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,532530458.603543,0.0,28186614.07570998,0.0 - 02/15 15:00:00,114864716.17937944,0.0,135016059.69989104,0.0,81138054.29372603,0.0,117398437.56554052,0.0,7422.00350549652,7305.810656044584,7315.22493876349,8805.923843980354,559473534.3379629,0.0,28186614.07570998,0.0 - 02/15 16:00:00,115674394.47681833,0.0,134914279.88778527,0.0,80280851.27989371,0.0,116335559.60345468,0.0,12393.802078085277,12199.774794491357,12215.495449519187,14704.773065137913,632654928.6419935,0.0,28186614.07570998,0.0 - 02/15 17:00:00,115435153.24103473,0.0,133994406.37275279,0.0,78473502.85817279,0.0,114125185.82896643,0.0,12421.764263814808,12227.299226986952,12243.055350055412,14737.949131123753,627896493.000058,0.0,35233267.594637479,0.0 - 02/15 18:00:00,118162387.61109217,0.0,135946673.9102914,0.0,80412933.31836954,0.0,116177683.67591462,0.0,17390.469969340727,17118.21891778173,17140.277490077577,20633.12878357325,710915221.0944516,0.0,14093307.03785499,0.0 - 02/15 19:00:00,102033839.89282206,0.0,119239088.80833413,0.0,64922573.69583111,0.0,96964580.49770339,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.002055210312,643853265.778619,0.0,63419881.67034747,0.0 - 02/15 20:00:00,86811942.2775465,0.0,104043994.5992653,0.0,49951237.689803067,0.0,78814164.72373212,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,468588872.36687758,0.0,63419881.67034747,69761869.8373822 - 02/15 21:00:00,88954885.56255661,0.0,105749712.69418778,0.0,52044900.40807426,0.0,81175408.59649295,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,476892440.33784219,0.0,49326574.63249246,69761869.8373822 - 02/15 22:00:00,91983105.72275269,0.0,108698407.27616748,0.0,54733241.992870729,0.0,84514507.72876235,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,414413029.2588185,0.0,35233267.594637479,69761869.8373822 - 02/15 23:00:00,95296583.56984243,0.0,111889384.91329767,0.0,57112957.659113,0.0,87655696.46736765,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,426301920.4892733,0.0,35233267.594637479,62010550.96656194 - 02/15 24:00:00,100899355.89486376,0.0,117501726.10917145,0.0,62000555.21757279,0.0,93754357.36633304,0.0,2474.00116849884,2435.2702186815288,2438.408312921163,2935.307947993451,411174750.1210829,0.0,35233267.594637479,46507913.22492146 - 02/16 01:00:00,111210369.37925759,0.0,127767863.57969305,0.0,71131457.42813523,0.0,105129934.42082064,0.0,2474.00116849884,2435.2702186815288,2438.408312921163,2935.307947993451,452258380.3410484,0.0,21139960.556782485,23253956.61246073 - 02/16 02:00:00,68424702.06669653,0.0,83487629.51954402,0.0,34170414.567053068,0.0,57697310.80523376,0.0,1237.00058424942,1217.6351093407644,1219.2041564605814,1467.6539739967253,262289434.7250983,0.0,14093307.03785499,0.0 - 02/16 03:00:00,97692726.73591618,0.0,112839335.12084726,0.0,59701269.65792183,0.0,91107708.20942647,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,379806814.62381699,0.0,14093307.03785499,0.0 - 02/16 04:00:00,100258476.37831864,0.0,115383431.6469988,0.0,62763793.921112719,0.0,94167153.27942959,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,391038630.12556496,0.0,14093307.03785499,0.0 - 02/16 05:00:00,102137163.16434501,0.0,116901501.74435562,0.0,64706328.18934249,0.0,96160855.20520103,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,398334568.5578079,0.0,14093307.03785499,0.0 - 02/16 06:00:00,102973799.00792615,0.0,117551963.17305832,0.0,65877490.3884456,0.0,97216910.7050935,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,402048883.5290874,0.0,14093307.03785499,0.0 - 02/16 07:00:00,103640754.91350203,0.0,118585517.20927543,0.0,66139920.85786641,0.0,97652962.75498647,0.0,1219.673739495743,1200.5795195740259,1202.1265888256008,1447.0963341028135,404269269.9908238,0.0,14093307.03785499,15502637.741640486 - 02/16 08:00:00,80283176.77265606,0.0,108186002.13555283,0.0,56382843.84025702,0.0,85844674.99276723,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,403888582.03773358,0.0,56373228.15141996,38756594.35410121 - 02/16 09:00:00,60642497.41218406,0.0,104667000.50395905,0.0,57531960.781652677,0.0,85890292.67947839,0.0,12340.865602088448,12147.667048901549,12163.320557780658,14641.965957077193,493389500.37432649,0.0,56373228.15141996,38756594.35410121 - 02/16 10:00:00,39688864.22599431,0.0,100724352.78099489,0.0,59731005.95417316,0.0,87419705.37670213,0.0,12421.764263814808,12227.299226986952,12243.055350055412,14737.949131123753,473432173.03699579,0.0,28186614.07570998,0.0 - 02/16 11:00:00,21322767.32015547,0.0,97732210.3174226,0.0,58474926.221362438,0.0,85725634.25933293,0.0,12497.394989377714,12301.745939432274,12317.597994688338,14827.682100001863,450255453.80287399,0.0,28186614.07570998,0.0 - 02/16 12:00:00,12721273.658685789,0.0,98027157.06749475,0.0,59851162.3751841,0.0,87149671.88289331,0.0,7526.055703522935,7408.2338974999779,7417.780163019623,8929.377805022115,370362476.2328906,0.0,28186614.07570998,0.0 - 02/16 13:00:00,6945157.487742574,0.0,97196408.87905887,0.0,59383114.78778922,0.0,81946567.09880352,0.0,7526.055703522935,7408.2338974999779,7417.780163019623,8929.377805022115,358084459.5020269,0.0,28186614.07570998,0.0 - 02/16 14:00:00,3648118.158651338,0.0,86269077.03383173,0.0,53483923.704526979,0.0,74134665.95420724,0.0,7538.145981226114,7420.134899650274,7429.696500825899,8943.722458002665,330329904.27415516,0.0,28186614.07570998,0.0 - 02/16 15:00:00,7935876.260060005,0.0,79578316.37101257,0.0,46563998.30698258,0.0,67758363.23322062,0.0,7538.145981226114,7420.134899650274,7429.696500825899,8943.722458002665,314630673.5942136,0.0,28186614.07570998,0.0 - 02/16 16:00:00,22617296.319911198,0.0,78907326.27507159,0.0,42873554.103318739,0.0,65814702.31046278,0.0,17560.796641553512,17285.879094166616,17308.15371371245,20835.21487838493,472977038.5889073,0.0,28186614.07570998,0.0 - 02/16 17:00:00,48887438.40016493,0.0,87750576.04305324,0.0,45652206.398022089,0.0,71552102.46547348,0.0,22533.490570034777,22180.724571542367,22209.306699092293,26735.126405131112,591013456.9915958,0.0,35233267.594637479,0.0 - 02/16 18:00:00,87767512.16755679,0.0,114524442.69559267,0.0,64540444.05217366,0.0,95603387.3343586,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.002055210312,623128969.1336101,0.0,14093307.03785499,0.0 - 02/16 19:00:00,86738712.44603339,0.0,111296055.29749538,0.0,59146746.419878598,0.0,89501332.86997625,0.0,17277.211842923825,17006.733868462165,17028.64878089292,20498.752339908067,605203695.6292567,0.0,63419881.67034747,0.0 - 02/16 20:00:00,73895107.53801853,0.0,96788322.03921959,0.0,45339257.28530642,0.0,72477083.745695,0.0,14906.117116577769,14672.75907238434,14691.666420066496,17685.538957348504,511541664.2471971,0.0,63419881.67034747,69761869.8373822 - 02/16 21:00:00,77557274.93364291,0.0,98962132.25107032,0.0,47961751.92028195,0.0,75523207.17364994,0.0,12393.802078085277,12199.774794491357,12215.495449519187,14704.773065137913,485454209.6726866,0.0,49326574.63249246,69761869.8373822 - 02/16 22:00:00,79613010.90346971,0.0,99738321.44328258,0.0,49844339.47648716,0.0,77354342.98685928,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,455517547.8866292,0.0,35233267.594637479,69761869.8373822 - 02/16 23:00:00,85224132.0619704,0.0,105140440.88721079,0.0,53560227.2737489,0.0,82424764.76007141,0.0,7422.00350549652,7305.810656044584,7315.22493876349,8805.923843980354,437405831.5824273,0.0,35233267.594637479,62010550.96656194 - 02/16 24:00:00,92297079.61942353,0.0,112038537.51273662,0.0,58843694.99062191,0.0,89330350.09417768,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,426547173.28324356,0.0,35233267.594637479,46507913.22492146 - 02/17 01:00:00,99476622.81337653,0.0,118343414.69473277,0.0,65700569.75214315,0.0,97405710.35308212,0.0,2484.3528527629616,2445.459845397391,2448.6110700110828,2947.5898262247508,418099966.5531607,0.0,21139960.556782485,23253956.61246073 - 02/17 02:00:00,56605330.597481239,0.0,73669375.07247596,0.0,28193965.395614827,0.0,48713638.39324043,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.794913112375,225769133.9287256,0.0,14093307.03785499,0.0 - 02/17 03:00:00,82099121.82895655,0.0,98463225.2972617,0.0,51409359.0501658,0.0,78919396.14864403,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,329552072.7813026,0.0,14093307.03785499,0.0 - 02/17 04:00:00,83572867.10263065,0.0,99221721.77895184,0.0,53163761.73918099,0.0,80547634.32557315,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,335166955.40261116,0.0,14093307.03785499,0.0 - 02/17 05:00:00,83688464.35286206,0.0,98777265.84328814,0.0,53663190.753922779,0.0,80610828.26099393,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,335439740.77952697,0.0,14093307.03785499,0.0 - 02/17 06:00:00,84371454.2359398,0.0,99019844.39051755,0.0,54613093.05806472,0.0,81353344.08673361,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,338018706.2275302,0.0,14093307.03785499,0.0 - 02/17 07:00:00,83557548.32935468,0.0,98112295.66564277,0.0,52973452.51976751,0.0,79511645.46293885,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,332815912.4339783,0.0,14093307.03785499,15502637.741640486 - 02/17 08:00:00,84483407.4762601,0.0,100922159.94641207,0.0,54393939.93663257,0.0,81422351.07296369,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806395,339882828.8885429,0.0,56373228.15141996,38756594.35410121 - 02/17 09:00:00,91303695.99829239,0.0,108094228.63689214,0.0,62860835.6723925,0.0,91391330.07822779,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,428577008.98244526,0.0,56373228.15141996,38756594.35410121 - 02/17 10:00:00,93567143.0918689,0.0,108880261.4079175,0.0,67478051.81440015,0.0,95995413.85602507,0.0,7538.145981226114,7420.134899650274,7429.696500825899,8943.722458002665,478714989.5931495,0.0,28186614.07570998,0.0 - 02/17 11:00:00,82217828.48580946,0.0,98558922.43275184,0.0,61569998.839210618,0.0,88000811.54486758,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,443524139.9183949,0.0,28186614.07570998,0.0 - 02/17 12:00:00,51654912.28564262,0.0,77074409.83539668,0.0,51386655.49770633,0.0,73231105.0792251,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,329163593.8090569,0.0,28186614.07570998,0.0 - 02/17 13:00:00,39323900.17583692,0.0,70982635.0808719,0.0,47252970.75904443,0.0,66122221.602950919,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,299715799.5711152,0.0,28186614.07570998,0.0 - 02/17 14:00:00,17756871.13510763,0.0,64001839.907605979,0.0,41619753.47063703,0.0,58145031.89835868,0.0,7642.4416806269759,7522.797830420672,7532.491723261182,9067.465324130186,295878204.0220898,0.0,28186614.07570998,0.0 - 02/17 15:00:00,0.0,0.0,54078697.00198729,0.0,32746722.30966368,0.0,47504083.84639606,0.0,10189.922240835967,10030.397107227565,10043.322297681576,12089.953765506914,286802446.63855436,0.0,28186614.07570998,0.0 - 02/17 16:00:00,0.0,0.0,50087368.11145076,0.0,26563587.883329575,0.0,41958948.70679242,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,309201084.0522069,0.0,28186614.07570998,0.0 - 02/17 17:00:00,22244390.056357214,0.0,55864246.85405413,0.0,27256092.45628996,0.0,45015742.737202677,0.0,15244.303608821841,15005.651192003705,15024.98750515958,18086.784321024057,378482687.961137,0.0,35233267.594637479,0.0 - 02/17 18:00:00,63092300.30648081,0.0,86641870.10976824,0.0,48060418.67878523,0.0,72222223.1399657,0.0,17589.0072895276,17313.648099183974,17335.958501927096,20868.685735339546,533203090.88852158,0.0,14093307.03785499,0.0 - 02/17 19:00:00,61228741.5321118,0.0,83944169.49938627,0.0,42258939.16493923,0.0,66110997.6118015,0.0,10034.74093803058,9877.64519666664,9890.37355069283,11905.837073362818,403693796.1397491,0.0,63419881.67034747,0.0 - 02/17 20:00:00,52101795.05241178,0.0,73848911.43565734,0.0,31004621.21179565,0.0,52765648.353145908,0.0,7511.163523344925,7393.574857180788,7403.102233030764,8911.708801710374,322111353.94797137,0.0,63419881.67034747,69761869.8373822 - 02/17 21:00:00,60878363.61664544,0.0,81823267.33970276,0.0,37236361.33625553,0.0,60812002.58849959,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,315233761.41936859,0.0,49326574.63249246,69761869.8373822 - 02/17 22:00:00,70330944.51086411,0.0,90924324.49633631,0.0,44019650.88773684,0.0,69761652.34374665,0.0,4957.520831234111,4879.909917796544,4886.198179807675,5881.909226055165,349216509.5963005,0.0,35233267.594637479,69761869.8373822 - 02/17 23:00:00,76290701.0639043,0.0,96301269.11939088,0.0,48205442.52340205,0.0,75150529.53499773,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,369985453.30797889,0.0,35233267.594637479,62010550.96656194 - 02/17 24:00:00,80283533.38744316,0.0,99422086.79719666,0.0,51426643.17453644,0.0,78929135.30507998,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,384408696.54390886,0.0,35233267.594637479,46507913.22492146 - 02/18 01:00:00,87925320.51831597,0.0,106194791.04710932,0.0,58569884.52048235,0.0,87362461.26454395,0.0,2488.91302254729,2449.948624873047,2453.105633737253,2953.000293601474,377294340.6195842,0.0,21139960.556782485,23253956.61246073 - 02/18 02:00:00,45910939.868461918,0.0,62202924.19806037,0.0,22460019.516846748,0.0,40427824.52976642,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,189662678.5694099,0.0,14093307.03785499,0.0 - 02/18 03:00:00,72736188.37011649,0.0,88470340.8693617,0.0,45845432.766434159,0.0,70578168.99422916,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,296291101.456416,0.0,14093307.03785499,0.0 - 02/18 04:00:00,74864449.30813723,0.0,89893043.47976126,0.0,48101366.23170091,0.0,73084829.19775093,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,304604658.6736249,0.0,14093307.03785499,0.0 - 02/18 05:00:00,75779019.02821876,0.0,90280344.7788121,0.0,49331812.949457298,0.0,74028987.04515428,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,308081134.2579169,0.0,14093307.03785499,0.0 - 02/18 06:00:00,78415213.21068917,0.0,92809999.4163437,0.0,51359442.47023031,0.0,76480118.9017804,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,317685715.6336099,0.0,14093307.03785499,0.0 - 02/18 07:00:00,76633327.37511331,0.0,91924338.51529293,0.0,49505174.895021189,0.0,74521320.4448277,0.0,4957.520831234111,4879.909917796544,4886.198179807675,5881.909226055165,366764098.5878717,0.0,14093307.03785499,15502637.741640486 - 02/18 08:00:00,51424627.3522716,0.0,79591494.91565897,0.0,38022258.85279753,0.0,60413641.48756014,0.0,19954.10685172838,19641.721586529617,19667.031949582703,23674.78608449023,528027549.9086795,0.0,56373228.15141996,38756594.35410121 - 02/18 09:00:00,30950315.727095739,0.0,70896415.16937636,0.0,36729903.90718347,0.0,55913934.55679173,0.0,17679.754964758045,17402.975102629724,17425.400612334204,20976.354387948744,459034715.60406187,0.0,56373228.15141996,38756594.35410121 - 02/18 10:00:00,19922277.534500146,0.0,65924098.73300125,0.0,40604613.71800509,0.0,60008654.51606566,0.0,12703.586340684868,12504.709326669756,12520.822920966317,15072.320267520045,376544824.3825997,0.0,28186614.07570998,0.0 - 02/18 11:00:00,24613080.712310744,0.0,64773210.080859888,0.0,40850419.03116727,0.0,60089084.57819496,0.0,10177.878620606105,10018.542032119136,10031.451946098849,12075.66446983743,342618527.8497143,0.0,28186614.07570998,0.0 - 02/18 12:00:00,22328699.75138897,0.0,60753619.84307574,0.0,38123866.063278499,0.0,56607197.44748445,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,254408249.2658144,0.0,28186614.07570998,0.0 - 02/18 13:00:00,10673724.814036416,0.0,55876355.082986149,0.0,34543074.824007827,0.0,49614158.996622968,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,227535889.54647703,0.0,28186614.07570998,0.0 - 02/18 14:00:00,0.0,0.0,45699602.4372752,0.0,28943310.79931919,0.0,41668851.674987029,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,193213686.36995358,0.0,28186614.07570998,0.0 - 02/18 15:00:00,7731303.433789998,0.0,45701389.595548529,0.0,26265869.92911675,0.0,39761125.94327188,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,234995503.789703,0.0,28186614.07570998,0.0 - 02/18 16:00:00,20065053.490257719,0.0,47265563.20300878,0.0,26032646.346631066,0.0,40426245.70903513,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,326187931.0552989,0.0,28186614.07570998,0.0 - 02/18 17:00:00,27425107.003826515,0.0,50445878.30794415,0.0,25766757.513815706,0.0,41198842.16084325,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,337235007.2927959,0.0,35233267.594637479,0.0 - 02/18 18:00:00,43498235.196560759,0.0,61863445.539044488,0.0,33484391.524813385,0.0,51010577.23752363,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,459214440.72685506,0.0,14093307.03785499,0.0 - 02/18 19:00:00,34812143.541393388,0.0,52162865.42400883,0.0,22820855.577576847,0.0,38293794.97397181,0.0,17936.506471112665,17655.70711625542,17678.45829695528,21280.98024943098,416475607.19846656,0.0,63419881.67034747,0.0 - 02/18 20:00:00,26410814.38697946,0.0,43633821.81664787,0.0,12224561.265121129,0.0,26091628.129930468,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,261550557.91985239,0.0,63419881.67034747,69761869.8373822 - 02/18 21:00:00,30478037.47561391,0.0,46946471.15462517,0.0,15023447.175903358,0.0,29666898.64692702,0.0,10249.432269207238,10088.9754950031,10101.97616968873,12160.56014253199,275478253.1282213,0.0,49326574.63249246,69761869.8373822 - 02/18 22:00:00,33858923.377844858,0.0,49388530.515116129,0.0,17369286.732690365,0.0,32552522.604709995,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,209933061.01024074,0.0,35233267.594637479,69761869.8373822 - 02/18 23:00:00,37103943.539072457,0.0,51936152.28362113,0.0,19354654.55492294,0.0,35118030.458389129,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,220276578.61588506,0.0,35233267.594637479,62010550.96656194 - 02/18 24:00:00,41708524.83448642,0.0,55848970.51128163,0.0,23069922.950325129,0.0,39618173.63821869,0.0,2565.1014285961807,2524.944287212309,2528.1979356420877,3043.39492908823,198627490.82425157,0.0,35233267.594637479,46507913.22492146 - 02/19 01:00:00,50334027.72317718,0.0,63793053.3735094,0.0,31088895.5560316,0.0,49208798.84306683,0.0,2565.1014285961807,2524.944287212309,2528.1979356420877,3043.39492908823,232806674.3857247,0.0,21139960.556782485,23253956.61246073 - 02/19 02:00:00,13026884.489678769,0.0,24643098.051015948,0.0,217541.42945630596,0.0,8716457.205427457,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210436,1521.697464544115,65794930.62054832,0.0,14093307.03785499,0.0 - 02/19 03:00:00,40048746.844161499,0.0,52218664.11765635,0.0,19638363.819730186,0.0,37486428.33144337,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,168540919.6531381,0.0,14093307.03785499,0.0 - 02/19 04:00:00,43455438.52085978,0.0,54588988.64753601,0.0,24997229.686612544,0.0,41216149.04035092,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,183406522.43550594,0.0,14093307.03785499,0.0 - 02/19 05:00:00,47848321.789932239,0.0,58961354.27013711,0.0,28618871.550626086,0.0,45666615.02142745,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,200180261.8008389,0.0,14093307.03785499,0.0 - 02/19 06:00:00,55485076.8394741,0.0,67183503.76701612,0.0,34462870.21291806,0.0,53415005.634687948,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,229500584.23186774,0.0,14093307.03785499,0.0 - 02/19 07:00:00,59412979.36093398,0.0,71787634.80638343,0.0,36701684.285307887,0.0,56828201.37225436,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,300181552.2353833,0.0,14093307.03785499,15502637.741640486 - 02/19 08:00:00,67289590.12285358,0.0,81590872.07374725,0.0,42467758.972123209,0.0,64825904.00758676,0.0,20069.48187606116,19755.29039333328,19780.74710138566,23811.674146725636,556476021.8393314,0.0,56373228.15141996,38756594.35410121 - 02/19 09:00:00,76718342.73695953,0.0,93862730.4522321,0.0,54828101.501055467,0.0,79845594.98587606,0.0,17496.352985128797,17222.444315205183,17244.63719256367,20758.754940002604,567054651.634564,0.0,56373228.15141996,38756594.35410121 - 02/19 10:00:00,65077124.64211887,0.0,94017055.1555099,0.0,60084525.067093949,0.0,85385884.0436818,0.0,12471.316782330236,12276.075991581007,12291.894968489189,14796.74130280639,491174293.4711491,0.0,28186614.07570998,0.0 - 02/19 11:00:00,22882299.85072858,0.0,83158960.58693543,0.0,54138458.6600877,0.0,77333096.55152154,0.0,9997.915991502172,9841.39675154582,9854.07839575067,11862.14568000149,387112748.19695386,0.0,28186614.07570998,0.0 - 02/19 12:00:00,8052382.251357006,0.0,83419995.38216046,0.0,55677107.94223595,0.0,79117577.12690228,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,301193981.29929617,0.0,28186614.07570998,0.0 - 02/19 13:00:00,640123.4692025987,0.0,85831786.15425122,0.0,56087675.96763046,0.0,75561329.44079593,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,293047833.6285207,0.0,28186614.07570998,0.0 - 02/19 14:00:00,0.0,0.0,76941134.14980778,0.0,50923040.79459736,0.0,69000766.11058946,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,271791859.65163508,0.0,28186614.07570998,0.0 - 02/19 15:00:00,0.0,0.0,72090167.66862537,0.0,44741570.45101179,0.0,63721433.540373567,0.0,7511.163523344925,7393.574857180788,7403.102233030764,8911.708801710374,292943549.5549714,0.0,28186614.07570998,0.0 - 02/19 16:00:00,15912389.70417706,0.0,74436265.0556143,0.0,42272864.19584224,0.0,63827120.47324833,0.0,12471.316782330236,12276.075991581007,12291.894968489189,14796.74130280639,383058343.9916265,0.0,28186614.07570998,0.0 - 02/19 17:00:00,46651220.413585398,0.0,87150341.02988959,0.0,46802788.70314414,0.0,72473680.05885829,0.0,12421.764263814808,12227.299226986952,12243.055350055412,14737.949131123753,438946274.9046087,0.0,35233267.594637479,0.0 - 02/19 18:00:00,87457014.07149549,0.0,115744134.18128912,0.0,66373740.672273728,0.0,97715594.18705419,0.0,17351.322909319388,17079.6847122879,17101.693629326863,20586.682291193076,626920263.8637705,0.0,14093307.03785499,0.0 - 02/19 19:00:00,84762434.18132729,0.0,110258364.31006997,0.0,58208044.83404763,0.0,88423355.6995284,0.0,17277.211842923825,17006.733868462165,17028.64878089292,20498.752339908067,600173047.6208464,0.0,63419881.67034747,0.0 - 02/19 20:00:00,78934978.99138767,0.0,102775781.84347946,0.0,48585624.35820672,0.0,77388386.5500082,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,454752013.9043299,0.0,63419881.67034747,69761869.8373822 - 02/19 21:00:00,88942196.62603954,0.0,111450451.10592708,0.0,55199877.987638067,0.0,86012559.16681935,0.0,9782.97647591426,9629.822154171365,9642.231162912527,11607.128149502149,487988853.4794251,0.0,49326574.63249246,69761869.8373822 - 02/19 22:00:00,96485494.694919,0.0,117893756.74188891,0.0,60716561.65092399,0.0,92947553.11831723,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,441043823.2268229,0.0,35233267.594637479,69761869.8373822 - 02/19 23:00:00,100532812.24316052,0.0,121092217.16862284,0.0,63643809.82956996,0.0,96524670.45553029,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,454793966.71765747,0.0,35233267.594637479,62010550.96656194 - 02/19 24:00:00,107464983.9646321,0.0,127690136.55002384,0.0,69146093.63979729,0.0,103480013.12432742,0.0,2427.321367384332,2389.3211985615769,2392.400082798868,2879.9241458486415,444101507.73931697,0.0,35233267.594637479,46507913.22492146 - 02/20 01:00:00,119170380.1938555,0.0,139612113.90887676,0.0,79400099.06910345,0.0,116291082.10177368,0.0,2421.7301398206884,2383.8175027084846,2386.889294871918,2873.290367774655,490710293.57224217,0.0,21139960.556782485,23253956.61246073 - 02/20 02:00:00,76510799.93033864,0.0,94545685.0857727,0.0,41367947.5837134,0.0,68315119.61532822,0.0,1213.660683692166,1194.6605992807884,1196.200041399434,1439.9620729243207,298899692.4454211,0.0,14093307.03785499,0.0 - 02/20 03:00:00,105405390.6388239,0.0,123216791.68419396,0.0,68034924.37644923,0.0,101779950.62256083,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,416504418.1505364,0.0,14093307.03785499,0.0 - 02/20 04:00:00,108486667.0032824,0.0,126032843.50913094,0.0,71310443.36873383,0.0,105199102.8423123,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,429096417.5519679,0.0,14093307.03785499,0.0 - 02/20 05:00:00,111051877.98228099,0.0,128438338.58620122,0.0,73546598.79474029,0.0,107739633.0957231,0.0,1204.5816737242458,1185.7237229076039,1187.2516489488745,1429.1901741644998,438800738.4500284,0.0,14093307.03785499,0.0 - 02/20 06:00:00,111447703.99072427,0.0,128560004.72772095,0.0,73892483.98204331,0.0,107917032.93757382,0.0,1210.8650699103442,1191.9087513542423,1193.444647435959,1436.6451838873275,439935534.78737869,0.0,14093307.03785499,0.0 - 02/20 07:00:00,108668680.72032711,0.0,126765562.9989717,0.0,71287914.46953032,0.0,105029501.35414952,0.0,4804.317246994047,4729.10476424786,4735.198698426281,5700.13902149467,483639194.575165,0.0,14093307.03785499,15502637.741640486 - 02/20 08:00:00,80969992.14108414,0.0,113902433.86878629,0.0,58997919.41192397,0.0,90453117.60537908,0.0,19319.362267120006,19016.914046804777,19041.419281570143,22921.685864542764,633401236.2833091,0.0,56373228.15141996,38756594.35410121 - 02/20 09:00:00,57082365.78778964,0.0,112369930.0911414,0.0,60910061.612265828,0.0,92048530.80126006,0.0,17037.499154853813,16770.773927242244,16792.384781204808,20214.34238590884,577344889.1896119,0.0,56373228.15141996,38756594.35410121 - 02/20 10:00:00,42129152.863406579,0.0,113867315.7839105,0.0,67613167.92144923,0.0,98762384.43676824,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,505351731.7467859,0.0,28186614.07570998,0.0 - 02/20 11:00:00,29566517.934965716,0.0,113971395.23245767,0.0,69207758.1915919,0.0,100641426.69641245,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,460454340.21667566,0.0,28186614.07570998,0.0 - 02/20 12:00:00,21995663.446109259,0.0,113303086.5018633,0.0,70020451.4621721,0.0,101284146.32068804,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,380950645.6104853,0.0,28186614.07570998,0.0 - 02/20 13:00:00,16791796.15477398,0.0,110284679.02567542,0.0,67900035.66853044,0.0,93740204.65992354,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,363200482.0471686,0.0,28186614.07570998,0.0 - 02/20 14:00:00,14687029.43132646,0.0,97976128.72337586,0.0,61102206.229127358,0.0,84779732.17602238,0.0,4998.957995751086,4920.69837577291,4927.039197875335,5931.072840000745,333345062.8336923,0.0,28186614.07570998,0.0 - 02/20 15:00:00,23596461.301964359,0.0,90592919.43032156,0.0,53948491.67824678,0.0,78097237.85678348,0.0,7511.163523344925,7393.574857180788,7403.102233030764,8911.708801710374,358625488.16227677,0.0,28186614.07570998,0.0 - 02/20 16:00:00,34602595.850903328,0.0,89387547.59652674,0.0,49928009.01587583,0.0,75274770.41965007,0.0,12518.605872241542,12322.624761967982,12338.503721717942,14852.848002850618,436510219.3745571,0.0,28186614.07570998,0.0 - 02/20 17:00:00,54551730.97090559,0.0,94660915.93447253,0.0,50250334.32685661,0.0,77643282.92374307,0.0,12518.605872241542,12322.624761967982,12338.503721717942,14852.848002850618,464423560.6475789,0.0,35233267.594637479,0.0 - 02/20 18:00:00,90283193.24636758,0.0,117551858.97343697,0.0,66693163.423734959,0.0,98465971.60304977,0.0,17496.352985128797,17222.444315205183,17244.63719256367,20758.754940002604,634794069.2050302,0.0,14093307.03785499,0.0 - 02/20 19:00:00,84594993.80663222,0.0,109375640.67391363,0.0,56994478.97244786,0.0,86964859.66585014,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.002055210312,598623156.0027722,0.0,63419881.67034747,0.0 - 02/20 20:00:00,75100290.14969613,0.0,98254757.48383785,0.0,45005037.84757216,0.0,72678141.2490431,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,440005759.8066798,0.0,63419881.67034747,69761869.8373822 - 02/20 21:00:00,79761283.1758721,0.0,101297734.64834509,0.0,47859848.98313387,0.0,76146987.8209157,0.0,9977.05342586419,9820.860793264808,9833.515974791351,11837.393042245114,454353618.2784624,0.0,49326574.63249246,69761869.8373822 - 02/20 22:00:00,86139566.53409995,0.0,106766013.69168103,0.0,52397028.671238798,0.0,81881245.53404463,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,401531152.310717,0.0,35233267.594637479,69761869.8373822 - 02/20 23:00:00,92489648.20345095,0.0,113056911.50208514,0.0,57321518.9443232,0.0,88133008.59585569,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,424864186.8445358,0.0,35233267.594637479,62010550.96656194 - 02/20 24:00:00,100755499.89911574,0.0,120155512.7597388,0.0,63672731.47481702,0.0,96122439.99207518,0.0,2457.1634278000549,2418.6960759544606,2421.8128127195038,2915.3306113904188,417472994.6660587,0.0,35233267.594637479,46507913.22492146 - 02/21 01:00:00,108915216.07283762,0.0,127641463.81551512,0.0,71004963.63407181,0.0,104987744.6280221,0.0,2474.00116849884,2435.2702186815288,2438.408312921163,2935.307947993451,449568143.68358859,0.0,21139960.556782485,23253956.61246073 - 02/21 02:00:00,65629758.83699009,0.0,82289425.74548513,0.0,33489471.762287938,0.0,56626327.25628742,0.0,1237.00058424942,1217.6351093407644,1219.2041564605814,1467.6539739967253,256544361.3676215,0.0,14093307.03785499,0.0 - 02/21 03:00:00,95246356.65544683,0.0,111776602.0182996,0.0,58882188.78172144,0.0,90019926.10283238,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,374390848.45800557,0.0,14093307.03785499,0.0 - 02/21 04:00:00,94464682.36471114,0.0,110084357.0579823,0.0,59544340.78486374,0.0,89614635.01971257,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,372294839.6971829,0.0,14093307.03785499,0.0 - 02/21 05:00:00,94460261.39635311,0.0,109530974.47188996,0.0,59835469.986534658,0.0,89466182.44948429,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,371879712.77417519,0.0,14093307.03785499,0.0 - 02/21 06:00:00,96614817.86788705,0.0,111481330.63745898,0.0,61600203.78670105,0.0,91492365.54948806,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,379733702.1809393,0.0,14093307.03785499,0.0 - 02/21 07:00:00,93089062.1107414,0.0,108412907.79469338,0.0,58661562.29462992,0.0,87869194.57141842,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,422070237.83776697,0.0,14093307.03785499,15502637.741640486 - 02/21 08:00:00,71859470.95602682,0.0,99539338.14927407,0.0,49937929.970026429,0.0,77583752.75856249,0.0,19705.762568019818,19397.265178911097,19422.26053493182,23380.135071754125,593780015.9069104,0.0,56373228.15141996,38756594.35410121 - 02/21 09:00:00,50646177.82731342,0.0,99566190.32932896,0.0,52684013.61155631,0.0,80277953.80484212,0.0,17351.322909319388,17079.6847122879,17101.693629326863,20586.682291193076,542804116.3246988,0.0,56373228.15141996,38756594.35410121 - 02/21 10:00:00,36571827.49290333,0.0,101500115.96764186,0.0,59483695.7449893,0.0,87279381.9934544,0.0,12444.565112736449,12249.743124365232,12265.528168686265,14765.001468007371,471044437.544652,0.0,28186614.07570998,0.0 - 02/21 11:00:00,24700137.661180747,0.0,101817641.31401828,0.0,61116373.47015275,0.0,89225575.44810349,0.0,9977.05342586419,9820.860793264808,9833.515974791351,11837.393042245114,426147491.54365089,0.0,28186614.07570998,0.0 - 02/21 12:00:00,18393720.435968985,0.0,103179166.01729071,0.0,63613303.255531419,0.0,92004384.12730325,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,352117492.43273487,0.0,28186614.07570998,0.0 - 02/21 13:00:00,12661542.13885291,0.0,100815701.78828672,0.0,62316733.22682291,0.0,85721219.47841558,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,336590670.79813328,0.0,28186614.07570998,0.0 - 02/21 14:00:00,8697170.45964598,0.0,89449974.9197187,0.0,56147465.068725798,0.0,77514263.02342248,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,307004953.08680489,0.0,28186614.07570998,0.0 - 02/21 15:00:00,11335742.887282933,0.0,79112913.21352484,0.0,47698259.636862259,0.0,68721422.56927175,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,320044916.9226973,0.0,28186614.07570998,0.0 - 02/21 16:00:00,21293821.161516459,0.0,75721392.79926855,0.0,42361635.414024878,0.0,64235669.84910293,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,392572623.6836375,0.0,28186614.07570998,0.0 - 02/21 17:00:00,44860345.03259137,0.0,84357590.70790938,0.0,44424580.87795177,0.0,69007638.01632776,0.0,12606.176864922969,12408.824814422627,12424.81485173843,14956.747642876835,431277785.6610395,0.0,35233267.594637479,0.0 - 02/21 18:00:00,81829780.14363513,0.0,109747459.98095709,0.0,62364987.54802828,0.0,91967305.80701667,0.0,17526.048221138157,17251.674666755174,17273.905210405115,20793.987203990862,608153748.5678787,0.0,14093307.03785499,0.0 - 02/21 19:00:00,75401663.4427507,0.0,100658458.8519742,0.0,52159159.05230006,0.0,79722373.09249985,0.0,17526.048221138157,17251.674666755174,17273.905210405115,20793.987203990862,570185869.5277664,0.0,63419881.67034747,0.0 - 02/21 20:00:00,63871429.88878786,0.0,87350657.90842512,0.0,38921021.93861651,0.0,63637805.508143778,0.0,10014.884697793233,9858.099809574387,9870.802977374355,11882.278402280495,403634752.4372542,0.0,63419881.67034747,69761869.8373822 - 02/21 21:00:00,70351348.56519357,0.0,92533699.62011168,0.0,43073030.406665559,0.0,68999518.08192066,0.0,9997.915991502172,9841.39675154582,9854.07839575067,11862.14568000149,424557529.22157207,0.0,49326574.63249246,69761869.8373822 - 02/21 22:00:00,74242889.41657946,0.0,95128058.02252767,0.0,45322866.758833888,0.0,71817759.50238894,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,361707653.3156218,0.0,35233267.594637479,69761869.8373822 - 02/21 23:00:00,77407250.41949938,0.0,97082148.86209098,0.0,47095479.17840988,0.0,74005574.48463983,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,370665927.1103953,0.0,35233267.594637479,62010550.96656194 - 02/21 24:00:00,82914648.88589208,0.0,101606406.12654203,0.0,51234951.81034621,0.0,79102978.60483253,0.0,2508.685234507645,2469.41129916666,2472.5933876732076,2976.4592683407047,352396722.5104904,0.0,35233267.594637479,46507913.22492146 - 02/22 01:00:00,90279275.45960859,0.0,107808929.98081337,0.0,58059193.90279314,0.0,87133010.98088122,0.0,2517.4220429791564,2478.0113312716996,2481.2045017974016,2986.8251580876706,380948877.2469857,0.0,21139960.556782485,23253956.61246073 - 02/22 02:00:00,47509241.31330128,0.0,62663598.39659099,0.0,21397858.865644449,0.0,39198226.20870845,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,189631687.8868711,0.0,14093307.03785499,0.0 - 02/22 03:00:00,71998204.90201429,0.0,86504002.10920565,0.0,42995396.387453708,0.0,67265443.93962637,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,287685932.584029,0.0,14093307.03785499,0.0 - 02/22 04:00:00,70506616.48525836,0.0,83817880.52058631,0.0,42612705.9424018,0.0,66125742.516784239,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,282047206.80383077,0.0,14093307.03785499,0.0 - 02/22 05:00:00,69238755.90358041,0.0,81776681.02331499,0.0,42099906.159890148,0.0,64786471.97392775,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,276910333.0488161,0.0,14093307.03785499,0.0 - 02/22 06:00:00,67568047.37663877,0.0,79390301.17901638,0.0,41320056.274634059,0.0,63132405.474981,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,270447401.9861679,0.0,14093307.03785499,0.0 - 02/22 07:00:00,63088564.32974211,0.0,74422583.85269721,0.0,37621326.15371842,0.0,58119636.002106238,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,309398477.0618546,0.0,14093307.03785499,15502637.741640486 - 02/22 08:00:00,65318894.638480979,0.0,77499429.39725255,0.0,39463463.89636333,0.0,60175753.23492496,0.0,20355.75724121221,20037.084064238272,20062.903892197697,24151.32893967486,547043008.0613847,0.0,56373228.15141996,38756594.35410121 - 02/22 09:00:00,72583738.77151673,0.0,84750925.61133556,0.0,47244760.12262523,0.0,69500416.24227336,0.0,17916.19544704267,17635.714065056254,17658.439482668997,21256.881994691386,542161872.3098043,0.0,56373228.15141996,38756594.35410121 - 02/22 10:00:00,75236745.42878089,0.0,86317934.00571063,0.0,52935147.805730078,0.0,75518298.26200435,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,481495290.90369287,0.0,28186614.07570998,0.0 - 02/22 11:00:00,69244113.55027309,0.0,80480717.77044523,0.0,49375916.46365184,0.0,70931996.6617929,0.0,10249.432269207238,10088.9754950031,10101.97616968873,12160.56014253199,423396143.1213149,0.0,28186614.07570998,0.0 - 02/22 12:00:00,58010707.36306873,0.0,70486434.79660359,0.0,44079257.593878749,0.0,63598490.35646798,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,313003465.9388427,0.0,28186614.07570998,0.0 - 02/22 13:00:00,49112881.49160584,0.0,63514279.93454788,0.0,40523529.99096942,0.0,58170581.43839233,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,288149848.68433919,0.0,28186614.07570998,0.0 - 02/22 14:00:00,42421197.04698743,0.0,59207983.65352434,0.0,37605975.767365958,0.0,54208388.655094768,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,270345466.58134469,0.0,28186614.07570998,0.0 - 02/22 15:00:00,28665789.421433748,0.0,52173435.50923054,0.0,32562852.860073858,0.0,47457407.19166371,0.0,7714.909614027489,7594.131264804921,7603.917078056487,9153.445760838815,276298538.36622169,0.0,28186614.07570998,0.0 - 02/22 16:00:00,37694618.34124075,0.0,56741457.07624152,0.0,33059448.685816796,0.0,49438212.79701908,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,369188540.5462485,0.0,28186614.07570998,0.0 - 02/22 17:00:00,46590173.34654745,0.0,61442640.382387939,0.0,33441985.644738668,0.0,51065729.762793939,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,384938951.4428342,0.0,35233267.594637479,0.0 - 02/22 18:00:00,61200487.66720151,0.0,72586857.98764813,0.0,40853992.30825596,0.0,60527336.020320657,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,504325399.08772876,0.0,14093307.03785499,0.0 - 02/22 19:00:00,48784393.050862539,0.0,59770178.10462291,0.0,27528592.24300536,0.0,44484697.14381662,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,449925651.7712202,0.0,63419881.67034747,0.0 - 02/22 20:00:00,37679373.664356399,0.0,49469645.1456136,0.0,14521926.670271822,0.0,29825428.192087819,0.0,10295.168378649452,10133.995597119932,10147.054284802247,12214.824290530547,285544126.8562975,0.0,63419881.67034747,69761869.8373822 - 02/22 21:00:00,43972328.41139916,0.0,55811366.604267958,0.0,19509156.95787894,0.0,36301529.091048289,0.0,10260.405714384722,10099.777148849236,10112.79174256835,12173.57971635292,309121976.6243532,0.0,49326574.63249246,69761869.8373822 - 02/22 22:00:00,51518229.62723714,0.0,63298736.97990947,0.0,26106868.50907872,0.0,44529357.88892086,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,261876668.51270203,0.0,35233267.594637479,69761869.8373822 - 02/22 23:00:00,62737300.285526517,0.0,75513798.19661787,0.0,34550275.04821645,0.0,56017974.07614374,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,304510888.58942058,0.0,35233267.594637479,62010550.96656194 - 02/22 24:00:00,75655740.1924335,0.0,89460255.44026761,0.0,44733103.693708229,0.0,69576988.8051993,0.0,2508.685234507645,2469.41129916666,2472.5933876732076,2976.4592683407047,316963825.21448627,0.0,35233267.594637479,46507913.22492146 - 02/23 01:00:00,91126504.12612634,0.0,105753541.8124824,0.0,57882790.878458309,0.0,86525608.32803142,0.0,2494.2633564660475,2455.215198316202,2458.378993697838,2959.3482605612787,378610386.0576474,0.0,21139960.556782485,23253956.61246073 - 02/23 02:00:00,54872449.77280274,0.0,69019983.0851758,0.0,25874713.869638739,0.0,45318988.897714208,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.794913112375,213672960.09524463,0.0,14093307.03785499,0.0 - 02/23 03:00:00,87645370.60523482,0.0,102441218.84174674,0.0,53906791.38719524,0.0,82569144.84961553,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,345028300.5834976,0.0,14093307.03785499,0.0 - 02/23 04:00:00,94497600.66015052,0.0,109601977.58134049,0.0,59854614.27789918,0.0,90071862.59340348,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,372409460.38294968,0.0,14093307.03785499,0.0 - 02/23 05:00:00,100049633.25675975,0.0,115575312.59073636,0.0,64429309.75508328,0.0,95800544.84567897,0.0,1222.8720594892826,1203.7277692714206,1205.2788953640659,1450.8910186877686,394152771.5223836,0.0,14093307.03785499,0.0 - 02/23 06:00:00,104214612.61253923,0.0,120134800.38193032,0.0,67841994.39702283,0.0,100097603.56684968,0.0,1219.673739495743,1200.5795195740259,1202.1265888256008,1447.0963341028135,410539125.2135354,0.0,14093307.03785499,0.0 - 02/23 07:00:00,101424635.68192539,0.0,118913907.7588247,0.0,65455138.26344355,0.0,97258827.0367965,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,401262080.233644,0.0,14093307.03785499,15502637.741640486 - 02/23 08:00:00,76459395.54328078,0.0,108920870.0428178,0.0,54723041.22808858,0.0,84839789.21206805,0.0,4867.856901386803,4791.649693497784,4797.824223201373,5775.526395973954,397781381.9968709,0.0,56373228.15141996,38756594.35410121 - 02/23 09:00:00,60738814.9103369,0.0,113220951.44774349,0.0,60536446.12710366,0.0,92365895.32353904,0.0,12169.64225346701,11979.124233744462,11994.560558003433,14438.815989934887,508957822.73526236,0.0,56373228.15141996,38756594.35410121 - 02/23 10:00:00,50827992.71833973,0.0,118834197.75826445,0.0,69615646.7459535,0.0,102566425.16522798,0.0,12169.64225346701,11979.124233744462,11994.560558003433,14438.815989934887,523939977.3143249,0.0,28186614.07570998,0.0 - 02/23 11:00:00,43560486.9266358,0.0,119828871.36693317,0.0,72184745.28298533,0.0,105703675.3379252,0.0,12228.720594892826,12037.277692714204,12052.78895364066,14508.910186877687,524257489.65573087,0.0,28186614.07570998,0.0 - 02/23 12:00:00,42804628.53357557,0.0,121696307.51500836,0.0,74978853.81194723,0.0,108945151.02319631,0.0,7356.068477462079,7240.907853174189,7250.238502007106,8727.694450112242,458494614.30164769,0.0,28186614.07570998,0.0 - 02/23 13:00:00,42146099.66708092,0.0,122238634.1439389,0.0,75234748.0653304,0.0,105243061.70989067,0.0,7356.068477462079,7240.907853174189,7250.238502007106,8727.694450112242,454932217.0041611,0.0,28186614.07570998,0.0 - 02/23 14:00:00,50454324.22461964,0.0,114732203.9878083,0.0,70760499.02685657,0.0,100098868.77446085,0.0,7389.660963007432,7273.974442091658,7283.347700599432,8767.550651907797,446618217.5411281,0.0,28186614.07570998,0.0 - 02/23 15:00:00,61612010.00554215,0.0,111510498.92874104,0.0,67054850.69529602,0.0,97608066.25964226,0.0,7404.519361253068,7288.600229340928,7297.992334668395,8785.179574246316,448580075.2874528,0.0,28186614.07570998,0.0 - 02/23 16:00:00,65490199.30300012,0.0,110265410.56136412,0.0,63980874.5421534,0.0,94896415.81616453,0.0,17277.211842923825,17006.733868462165,17028.64878089292,20498.752339908067,593153748.8185554,0.0,28186614.07570998,0.0 - 02/23 17:00:00,74430890.40094406,0.0,112331268.20317862,0.0,61944121.51762363,0.0,94170450.35075982,0.0,22213.55808375921,21865.800688022788,21893.977004005184,26355.538722738944,675260678.6672003,0.0,35233267.594637479,0.0 - 02/23 18:00:00,107102655.91832507,0.0,135157681.29740773,0.0,77642535.42567545,0.0,114076497.21067378,0.0,17200.143994600385,16930.87253168122,16952.689689036524,20407.314279732927,691347043.6342658,0.0,14093307.03785499,0.0 - 02/23 19:00:00,102594350.25775787,0.0,127996404.49784348,0.0,69705468.35195498,0.0,104324926.8058064,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,660792744.9511147,0.0,63419881.67034747,0.0 - 02/23 20:00:00,90983738.53437735,0.0,115247829.28862497,0.0,56862810.53919161,0.0,88742988.33444932,0.0,14674.46471387139,14444.733231257043,14463.346744368791,17410.692224253227,571413019.5861449,0.0,63419881.67034747,69761869.8373822 - 02/23 21:00:00,92426314.83230058,0.0,115013919.06455969,0.0,58355989.7836609,0.0,89913737.29822064,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,539159416.6752756,0.0,49326574.63249246,69761869.8373822 - 02/23 22:00:00,95347425.50320812,0.0,117103800.56922995,0.0,60502085.34619581,0.0,92496476.38067453,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,512517029.9605563,0.0,35233267.594637479,69761869.8373822 - 02/23 23:00:00,98036088.71108577,0.0,119455020.79826026,0.0,62224802.01772012,0.0,94831769.62567416,0.0,7371.490283400164,7256.088227863379,7265.438438158511,8745.991834171256,484848112.7736763,0.0,35233267.594637479,62010550.96656194 - 02/23 24:00:00,101298388.15938905,0.0,122018097.80748354,0.0,65322711.078897949,0.0,98381137.45258425,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,460553955.5789788,0.0,35233267.594637479,46507913.22492146 - 02/24 01:00:00,107381447.27820376,0.0,126948223.49914083,0.0,71852248.25112449,0.0,105631245.18744385,0.0,2463.2203210024774,2424.6581473638868,2427.782566866477,2922.5168839692657,448670604.72504058,0.0,21139960.556782485,23253956.61246073 - 02/24 02:00:00,63012269.70308748,0.0,80458787.24623667,0.0,33645030.38564737,0.0,56287993.469753857,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,251869855.70443059,0.0,14093307.03785499,0.0 - 02/24 03:00:00,93814526.99346854,0.0,111695170.90195568,0.0,59683500.915598589,0.0,90854976.31353536,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,374431580.3947141,0.0,14093307.03785499,0.0 - 02/24 04:00:00,95539334.90832114,0.0,112936863.29892296,0.0,62045088.40240519,0.0,92930387.79856351,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,381880394.6627766,0.0,14093307.03785499,0.0 - 02/24 05:00:00,95460513.48452692,0.0,112341811.7468094,0.0,62359237.2352614,0.0,92796923.21037334,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,381424260.57667627,0.0,14093307.03785499,0.0 - 02/24 06:00:00,97464522.55529714,0.0,114389141.14110323,0.0,63889906.30266565,0.0,94704577.70162902,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,388876867.9552588,0.0,14093307.03785499,0.0 - 02/24 07:00:00,96631824.24214694,0.0,113869584.32196439,0.0,62596892.58210665,0.0,93368784.30715592,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,384850490.7235299,0.0,14093307.03785499,15502637.741640486 - 02/24 08:00:00,97946161.77924831,0.0,118294751.43744822,0.0,64935994.59921848,0.0,96843882.08473166,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,396365735.4703001,0.0,56373228.15141996,38756594.35410121 - 02/24 09:00:00,92617806.02828568,0.0,122187823.873885,0.0,70864686.46779911,0.0,103777370.3211944,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,462639570.9876647,0.0,56373228.15141996,38756594.35410121 - 02/24 10:00:00,73958848.39159736,0.0,120227516.94700763,0.0,73588735.39748892,0.0,106310883.97735469,0.0,7337.232356935695,7222.366615628522,7231.673372184396,8705.346112126614,483873811.15819939,0.0,28186614.07570998,0.0 - 02/24 11:00:00,49197989.63610032,0.0,117101085.31446876,0.0,72460003.93039127,0.0,104845306.21717377,0.0,7337.232356935695,7222.366615628522,7231.673372184396,8705.346112126614,453392211.54288497,0.0,28186614.07570998,0.0 - 02/24 12:00:00,38085783.00877439,0.0,115535484.09670255,0.0,73615047.99986123,0.0,105851431.89516235,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,406467529.27911397,0.0,28186614.07570998,0.0 - 02/24 13:00:00,30280157.142151026,0.0,111730492.53458967,0.0,71731653.72028595,0.0,99066975.24709511,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,386342899.72474578,0.0,28186614.07570998,0.0 - 02/24 14:00:00,28059971.675092713,0.0,99946900.13194503,0.0,65082634.05183315,0.0,90594305.7895512,0.0,7389.660963007432,7273.974442091658,7283.347700599432,8767.550651907797,394256133.17580488,0.0,28186614.07570998,0.0 - 02/24 15:00:00,47586655.31926184,0.0,99347801.86680965,0.0,61792453.242584679,0.0,89273379.53536658,0.0,9852.881284009909,9698.632589455547,9711.130267465907,11690.067535877062,445430052.0005331,0.0,28186614.07570998,0.0 - 02/24 16:00:00,59632464.45245736,0.0,103066896.61561397,0.0,61094978.902721319,0.0,90298720.92806724,0.0,12340.865602088448,12147.667048901549,12163.320557780658,14641.965957077193,498750809.8959122,0.0,28186614.07570998,0.0 - 02/24 17:00:00,91469826.7370292,0.0,122331017.33575578,0.0,70244892.7224058,0.0,103717678.3042899,0.0,14779.321926014863,14547.948884183315,14566.695401198864,17535.101303815594,608908058.1542462,0.0,35233267.594637479,0.0 - 02/24 18:00:00,104365471.00915125,0.0,132303421.78859949,0.0,76490198.9243789,0.0,111998940.48191154,0.0,17242.54224701734,16972.607031547202,16994.477968065337,20457.618187784858,683160115.7679343,0.0,14093307.03785499,0.0 - 02/24 19:00:00,97199042.4017257,0.0,123578511.51517847,0.0,66655078.58086958,0.0,100387982.26102287,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,534887856.9200446,0.0,63419881.67034747,0.0 - 02/24 20:00:00,85695351.5923885,0.0,110912866.28089604,0.0,53275734.7743893,0.0,84417404.17425034,0.0,7389.660963007432,7273.974442091658,7283.347700599432,8767.550651907797,444873678.3493068,0.0,63419881.67034747,69761869.8373822 - 02/24 21:00:00,91047966.13749948,0.0,115044910.28423772,0.0,56864502.67120261,0.0,88903844.48150458,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,425394844.6550684,0.0,49326574.63249246,69761869.8373822 - 02/24 22:00:00,95566377.62022051,0.0,118564973.62842293,0.0,60000732.53280635,0.0,92808345.86648259,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,440655310.6661876,0.0,35233267.594637479,69761869.8373822 - 02/24 23:00:00,99066093.52625045,0.0,121249692.96745719,0.0,62337678.590846899,0.0,95715863.66142647,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,451902949.82660499,0.0,35233267.594637479,62010550.96656194 - 02/24 24:00:00,104931623.02754125,0.0,126559958.35614711,0.0,67010838.44465904,0.0,101546419.13547266,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,473428621.2424335,0.0,35233267.594637479,46507913.22492146 - 02/25 01:00:00,114268435.82537255,0.0,135174551.2628653,0.0,75496297.59767473,0.0,111760300.56581262,0.0,2452.0228258206927,2413.6359510580639,2416.746167335702,2909.231483370747,473389476.39103206,0.0,21139960.556782485,23253956.61246073 - 02/25 02:00:00,71896232.53460376,0.0,90556926.63614013,0.0,37784151.343991998,0.0,64157779.429420847,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,282740035.51381018,0.0,14093307.03785499,0.0 - 02/25 03:00:00,100274460.2385716,0.0,118748251.89645475,0.0,63401718.00889029,0.0,96486600.73159924,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,397255976.44516929,0.0,14093307.03785499,0.0 - 02/25 04:00:00,101487010.52449718,0.0,119166752.62854019,0.0,65422355.822841677,0.0,97978616.60165057,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,402399681.147183,0.0,14093307.03785499,0.0 - 02/25 05:00:00,101919355.38108596,0.0,118884022.75701435,0.0,66354308.292340289,0.0,98438689.1973582,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,403941321.1974522,0.0,14093307.03785499,0.0 - 02/25 06:00:00,102408338.22206804,0.0,118934564.07362776,0.0,67064362.410382408,0.0,98896684.0200803,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,405648894.29581186,0.0,14093307.03785499,0.0 - 02/25 07:00:00,99069116.36100027,0.0,115472440.34834533,0.0,64135648.68238224,0.0,95101905.3950082,0.0,4904.045651641385,4827.271902116127,4833.492334671404,5818.462966741494,447158893.0653496,0.0,14093307.03785499,15502637.741640486 - 02/25 08:00:00,96838436.02421315,0.0,116406284.86228624,0.0,64326224.57963625,0.0,95467327.73850459,0.0,19616.18260656554,19309.08760846451,19333.969338685616,23273.851866965975,666557402.3190941,0.0,56373228.15141996,38756594.35410121 - 02/25 09:00:00,80527359.28795164,0.0,115715896.4188433,0.0,66808882.9783534,0.0,97823010.62326843,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,617046744.3461686,0.0,56373228.15141996,38756594.35410121 - 02/25 10:00:00,47998368.245083067,0.0,111875142.89950831,0.0,67243142.81253229,0.0,97505492.57697472,0.0,12316.101605012387,12123.290736819432,12138.912834332386,14612.584419846327,508909349.07973638,0.0,28186614.07570998,0.0 - 02/25 11:00:00,28690106.524459877,0.0,109351797.6709198,0.0,66832289.786691147,0.0,96834014.42078221,0.0,9896.00467399536,9741.080874726114,9753.633251684652,11741.231791973803,449783230.53542086,0.0,28186614.07570998,0.0 - 02/25 12:00:00,21656117.00089786,0.0,109773162.03764747,0.0,68890885.71724288,0.0,99006664.41494158,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,373674127.0503824,0.0,28186614.07570998,0.0 - 02/25 13:00:00,17239012.81119757,0.0,105892944.14422159,0.0,66451486.213856797,0.0,91150822.47184378,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,355378147.4662175,0.0,28186614.07570998,0.0 - 02/25 14:00:00,14310127.218107738,0.0,96429332.20893857,0.0,60857855.50013761,0.0,83847402.34796848,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,330088599.1002501,0.0,28186614.07570998,0.0 - 02/25 15:00:00,28206843.20241037,0.0,91412541.00368598,0.0,55521871.16669997,0.0,79831919.86676508,0.0,7482.790069398141,7365.6455949486039,7375.136981093513,8878.044781683835,366938997.97720816,0.0,28186614.07570998,0.0 - 02/25 16:00:00,64989896.91057089,0.0,103528450.09485804,0.0,60599868.06951641,0.0,89108085.97317419,0.0,12444.565112736449,12249.743124365232,12265.528168686265,14765.001468007371,504435717.3937827,0.0,28186614.07570998,0.0 - 02/25 17:00:00,79915362.65469209,0.0,113016893.48039893,0.0,63871610.02740052,0.0,94878469.14048364,0.0,12370.005842494198,12176.35109340764,12192.041564605817,14676.539739967253,536776112.9686848,0.0,35233267.594637479,0.0 - 02/25 18:00:00,104773767.22078145,0.0,132013753.86045614,0.0,76602099.58883259,0.0,111418575.77163813,0.0,17242.54224701734,16972.607031547202,16994.477968065337,20457.618187784858,682810280.0056013,0.0,14093307.03785499,0.0 - 02/25 19:00:00,99801432.50327888,0.0,125452448.73136278,0.0,67733769.43691705,0.0,101756263.11044297,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,650915508.8197535,0.0,63419881.67034747,0.0 - 02/25 20:00:00,92702393.0850427,0.0,117684359.26932363,0.0,57750677.5418749,0.0,90424696.59706265,0.0,9735.713802773605,9583.29938699557,9595.648446402745,11551.052791947908,504238698.43453529,0.0,63419881.67034747,69761869.8373822 - 02/25 21:00:00,101699484.39238253,0.0,126088426.94178662,0.0,64006837.10483082,0.0,98745640.9846927,0.0,9686.920559282753,9535.270010833938,9547.557179487672,11493.16147109862,535486862.6182234,0.0,49326574.63249246,69761869.8373822 - 02/25 22:00:00,111462688.19482798,0.0,135541372.04967083,0.0,71112260.77386488,0.0,108013452.33690752,0.0,4804.317246994047,4729.10476424786,4735.198698426281,5700.13902149467,498017308.38745757,0.0,35233267.594637479,69761869.8373822 - 02/25 23:00:00,118546437.22731804,0.0,142359841.36885638,0.0,76023389.41659585,0.0,114687004.23394118,0.0,4792.485324874271,4717.458073076111,4723.536999304204,5686.100897551788,523327164.9080144,0.0,35233267.594637479,62010550.96656194 - 02/25 24:00:00,126829124.20782282,0.0,150481269.93895567,0.0,82433404.06223876,0.0,123004293.23918054,0.0,2381.761392685993,2344.474473766345,2347.4955684213275,2825.868975000213,518386652.9237437,0.0,35233267.594637479,46507913.22492146 - 02/26 01:00:00,139815149.43378688,0.0,163262904.42658789,0.0,93663158.61201483,0.0,137044880.23414798,0.0,2368.1496822499796,2331.0758571964695,2334.079686366433,2809.7192001588134,569220980.6400356,0.0,21139960.556782485,23253956.61246073 - 02/26 02:00:00,101826569.75222898,0.0,123219664.98744279,0.0,59997022.92009835,0.0,94631324.61166349,0.0,1173.9042205508454,1155.5265309865063,1157.0155448638234,1392.7925470046399,397239842.10769459,0.0,14093307.03785499,0.0 - 02/26 03:00:00,135612950.51131959,0.0,156971614.75910727,0.0,88990134.22180948,0.0,131306071.65689712,0.0,1162.7709198900078,1144.567524224429,1146.0424163029705,1379.5833107547688,530279442.1653533,0.0,14093307.03785499,0.0 - 02/26 04:00:00,141515118.90486438,0.0,162906404.21122826,0.0,94070888.56565306,0.0,137378628.5363743,0.0,1158.7666890310614,1140.6259803465678,1142.0957933435178,1374.8324436915178,553209795.4812055,0.0,14093307.03785499,0.0 - 02/26 05:00:00,144509761.8885398,0.0,165424868.11026729,0.0,96515437.03635609,0.0,140165265.6153488,0.0,1158.7666890310614,1140.6259803465678,1142.0957933435178,1374.8324436915178,563954087.9135976,0.0,14093307.03785499,0.0 - 02/26 06:00:00,147552926.28611959,0.0,168319809.601132,0.0,99241360.144384,0.0,143351426.76718403,0.0,1151.3309669891669,1133.306665920372,1134.767047233617,1366.01024332777,575693016.523315,0.0,14093307.03785499,0.0 - 02/26 07:00:00,139889454.78581936,0.0,161652835.79778806,0.0,93562077.97929779,0.0,136178329.57968424,0.0,4635.066756124245,4562.503921386271,4568.383173374071,5499.329774766071,600637719.1949318,0.0,14093307.03785499,15502637.741640486 - 02/26 08:00:00,103771403.23366133,0.0,143146082.45218254,0.0,76990261.21872127,0.0,116009557.90591525,0.0,18604.334718240123,18313.080387590864,18336.678660847527,22073.3329720763,718296041.0699976,0.0,56373228.15141996,38756594.35410121 - 02/26 09:00:00,83369476.63445476,0.0,143596113.26769734,0.0,81298196.2405869,0.0,120150904.99571425,0.0,16434.659087711836,16177.371433811084,16198.217628093524,19499.095658064954,674328328.8461063,0.0,56373228.15141996,38756594.35410121 - 02/26 10:00:00,67050290.80791867,0.0,142100183.48783077,0.0,86222869.40834347,0.0,124642577.00996027,0.0,11878.066188716688,11692.11284668127,11707.179327473368,14092.872119251275,597748750.4496946,0.0,28186614.07570998,0.0 - 02/26 11:00:00,46772989.0780342,0.0,137756643.4836195,0.0,84980054.89252126,0.0,122541852.97641954,0.0,9584.970649748542,9434.916146152222,9447.073998608408,11372.201795103576,535472525.7532004,0.0,28186614.07570998,0.0 - 02/26 12:00:00,40191308.401282738,0.0,140007759.52881659,0.0,87873380.0359187,0.0,126001828.39628302,0.0,4804.317246994047,4729.10476424786,4735.198698426281,5700.13902149467,465961811.39448729,0.0,28186614.07570998,0.0 - 02/26 13:00:00,34056528.32019242,0.0,136870912.5701174,0.0,85774984.49961788,0.0,118197074.882869,0.0,4829.840566780002,4754.228511701194,4760.354820392536,5730.421466135691,447168943.5868306,0.0,28186614.07570998,0.0 - 02/26 14:00:00,27264595.723763654,0.0,120209870.11181414,0.0,76987000.84948723,0.0,106437465.72326085,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,403372169.0055913,0.0,28186614.07570998,0.0 - 02/26 15:00:00,29091519.794258879,0.0,112173795.08036097,0.0,68626351.66589584,0.0,98218152.21658656,0.0,7281.964102152996,7167.963595684729,7177.200248396604,8639.772437545926,417070660.1387112,0.0,28186614.07570998,0.0 - 02/26 16:00:00,40370694.50429809,0.0,106054138.90806803,0.0,61803701.92852751,0.0,92082966.7147349,0.0,12169.64225346701,11979.124233744462,11994.560558003433,14438.815989934887,482407216.9821678,0.0,28186614.07570998,0.0 - 02/26 17:00:00,64793828.85612236,0.0,112288204.11813395,0.0,62604330.78747928,0.0,95148530.70591699,0.0,12169.64225346701,11979.124233744462,11994.560558003433,14438.815989934887,516930609.39419189,0.0,35233267.594637479,0.0 - 02/26 18:00:00,104174148.84826686,0.0,140122636.42428649,0.0,80706855.42060691,0.0,118703700.17022705,0.0,16991.24957169032,16725.248389931032,16746.800579592076,20159.469020940487,697949304.0871415,0.0,14093307.03785499,0.0 - 02/26 19:00:00,98696751.34681498,0.0,131674553.63609128,0.0,70462976.78974848,0.0,106574256.55995156,0.0,16991.24957169032,16725.248389931032,16746.800579592076,20159.469020940487,661650501.5563605,0.0,63419881.67034747,0.0 - 02/26 20:00:00,87770954.53241043,0.0,118385146.54466231,0.0,57098955.49001457,0.0,90341145.57222584,0.0,9735.713802773605,9583.29938699557,9595.648446402745,11551.052791947908,499272774.0805445,0.0,63419881.67034747,69761869.8373822 - 02/26 21:00:00,93614697.34243278,0.0,122165173.522167,0.0,60552180.05963899,0.0,94558870.68796577,0.0,9735.713802773605,9583.29938699557,9595.648446402745,11551.052791947908,516567493.5534359,0.0,49326574.63249246,69761869.8373822 - 02/26 22:00:00,98392955.99823629,0.0,125118709.68435912,0.0,63663043.685169968,0.0,98271313.65865453,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,458446480.04719367,0.0,35233267.594637479,69761869.8373822 - 02/26 23:00:00,101942072.03972057,0.0,127041416.52466157,0.0,65744803.89871617,0.0,100905119.3718702,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,468633868.8557423,0.0,35233267.594637479,62010550.96656194 - 02/26 24:00:00,107209093.71581511,0.0,131077031.12401489,0.0,69688089.07195947,0.0,105632900.04821044,0.0,2439.347478991486,2401.1590391480519,2404.2531776512016,2894.192668205627,450107342.4703868,0.0,35233267.594637479,46507913.22492146 - 02/27 01:00:00,115379072.89447393,0.0,138037696.27526159,0.0,77167086.46960968,0.0,114373294.6469948,0.0,2445.744118978565,2407.455538542841,2410.5577907281319,2901.782037375537,481553092.4345901,0.0,21139960.556782485,23253956.61246073 - 02/27 02:00:00,73550061.11575686,0.0,93806761.2498543,0.0,39446911.71696645,0.0,66976150.21818626,0.0,1219.673739495743,1200.5795195740259,1202.1265888256008,1447.0963341028135,292029998.5559573,0.0,14093307.03785499,0.0 - 02/27 03:00:00,103229506.28642905,0.0,123600585.51198891,0.0,66242592.006216857,0.0,100640444.53582907,0.0,1219.673739495743,1200.5795195740259,1202.1265888256008,1447.0963341028135,411963242.59565737,0.0,14093307.03785499,0.0 - 02/27 04:00:00,109391988.31216395,0.0,129428806.31137723,0.0,71658138.9299376,0.0,106904718.67554562,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,435451013.0575329,0.0,14093307.03785499,0.0 - 02/27 05:00:00,116648083.13000603,0.0,136910809.7429732,0.0,77308007.67116635,0.0,114145929.99701432,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,462940453.7064857,0.0,14093307.03785499,0.0 - 02/27 06:00:00,120854657.19801966,0.0,141276831.34417338,0.0,80381297.12607506,0.0,118188620.77957918,0.0,1198.1213312185678,1179.3645182690278,1180.884249826051,1421.525224387947,478629029.613173,0.0,14093307.03785499,0.0 - 02/27 07:00:00,116495801.33325237,0.0,138112725.78187228,0.0,76813330.46755268,0.0,114069283.91546829,0.0,4778.102405577062,4703.30032106363,4709.3610035832039,5669.036112835432,516986420.93315926,0.0,14093307.03785499,15502637.741640486 - 02/27 08:00:00,83486119.42811872,0.0,121789876.71439697,0.0,62008242.286086078,0.0,96269158.14322257,0.0,19169.941299497084,18869.832292304443,18894.147997216816,22744.403590207152,650395367.217036,0.0,56373228.15141996,38756594.35410121 - 02/27 09:00:00,68069951.74875975,0.0,125084776.90618094,0.0,68266816.22336856,0.0,103060124.5456593,0.0,16904.441983730005,16639.799790954174,16661.241871373877,20056.475131474916,617424721.0230873,0.0,56373228.15141996,38756594.35410121 - 02/27 10:00:00,50695806.03702609,0.0,125814581.9994729,0.0,74040822.69426899,0.0,108716143.52946012,0.0,12169.64225346701,11979.124233744462,11994.560558003433,14438.815989934887,541363069.1867673,0.0,28186614.07570998,0.0 - 02/27 11:00:00,35025773.11452465,0.0,122917587.42152879,0.0,73936596.2444393,0.0,108085142.39596741,0.0,9828.653711200219,9674.784303817842,9687.251250878015,11661.322445561675,487032341.33770808,0.0,28186614.07570998,0.0 - 02/27 12:00:00,29193139.524012127,0.0,117554636.04768983,0.0,72651358.37031524,0.0,105427187.59525389,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,399173619.4169236,0.0,28186614.07570998,0.0 - 02/27 13:00:00,55039546.519775617,0.0,108933218.95297592,0.0,67486550.27115798,0.0,96765209.26872376,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,402868406.83773109,0.0,28186614.07570998,0.0 - 02/27 14:00:00,62395802.37042567,0.0,102121239.92557788,0.0,62372608.083515267,0.0,90682628.83396581,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,392768358.82877656,0.0,28186614.07570998,0.0 - 02/27 15:00:00,45316687.194465879,0.0,93466770.05450015,0.0,55867269.51190144,0.0,81826503.16975628,0.0,7552.266128937468,7434.033993815096,7443.613505392204,8960.475474263012,389482630.6992918,0.0,28186614.07570998,0.0 - 02/27 16:00:00,69850232.50758825,0.0,99589503.95916325,0.0,58319826.99395572,0.0,86191155.80434364,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,502910823.72477558,0.0,28186614.07570998,0.0 - 02/27 17:00:00,76178520.55272022,0.0,100876264.03761968,0.0,57404737.62931765,0.0,85245609.36812729,0.0,12667.236808677,12468.92885336647,12484.996340871143,15029.192935339648,509246409.36550018,0.0,35233267.594637479,0.0 - 02/27 18:00:00,84222766.15066591,0.0,106605560.1405699,0.0,61104064.44025872,0.0,89851721.45774794,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,607141901.0780439,0.0,14093307.03785499,0.0 - 02/27 19:00:00,74717515.83456289,0.0,96128308.7421247,0.0,49477331.94660328,0.0,76086797.02845155,0.0,17648.647610892156,17372.354740191677,17394.740792433804,20939.446700027565,560488636.9885051,0.0,63419881.67034747,0.0 - 02/27 20:00:00,63221836.561726998,0.0,83755185.57406602,0.0,36694795.92659604,0.0,60704150.87771495,0.0,10084.941491938373,9927.059851538104,9939.851881390745,11965.398114301468,395278073.7611112,0.0,63419881.67034747,69761869.8373822 - 02/27 21:00:00,68102830.66373252,0.0,87837577.58846367,0.0,40160664.52636135,0.0,65107343.65410844,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,411882284.12422338,0.0,49326574.63249246,69761869.8373822 - 02/27 22:00:00,74642164.4930309,0.0,93910920.18191007,0.0,45002105.13990856,0.0,71382214.54203217,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,360012878.5226369,0.0,35233267.594637479,69761869.8373822 - 02/27 23:00:00,77601041.13151689,0.0,96204045.58212653,0.0,47083162.094231259,0.0,73939598.20483452,0.0,5025.430654150742,4946.756599766851,4953.131000550599,5962.481638668442,370023926.62800106,0.0,35233267.594637479,62010550.96656194 - 02/27 24:00:00,81262617.15652129,0.0,99159103.09325138,0.0,50203301.349087,0.0,77618764.2873438,0.0,2512.715327075371,2473.3782998834255,2476.5655002752998,2981.240819334221,345841825.6938494,0.0,35233267.594637479,46507913.22492146 - 02/28 01:00:00,89896483.07073751,0.0,107189628.77129308,0.0,58201855.5949244,0.0,87251210.23033779,0.0,2512.715327075371,2473.3782998834255,2476.5655002752998,2981.240819334221,380137217.47493866,0.0,21139960.556782485,23253956.61246073 - 02/28 02:00:00,48878970.50594801,0.0,64217474.94555281,0.0,22617213.134239407,0.0,40822120.76396728,0.0,1256.3576635376856,1236.6891499417127,1238.2827501376499,1490.6204096671107,195334799.25353045,0.0,14093307.03785499,0.0 - 02/28 03:00:00,76615361.6106176,0.0,91858425.70905566,0.0,46936577.27871493,0.0,72646957.93288855,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,306826191.0727155,0.0,14093307.03785499,0.0 - 02/28 04:00:00,78694795.71967492,0.0,93266841.76272184,0.0,49319571.906302567,0.0,75280534.44264187,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,315330612.37277999,0.0,14093307.03785499,0.0 - 02/28 05:00:00,79664265.83479308,0.0,93795839.88681522,0.0,50551078.38653269,0.0,76302988.99451877,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,319083041.6440985,0.0,14093307.03785499,0.0 - 02/28 06:00:00,80618354.39042534,0.0,94514606.52427677,0.0,51530591.13016538,0.0,77246425.6838063,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,322678846.2701125,0.0,14093307.03785499,0.0 - 02/28 07:00:00,77871140.1413644,0.0,91636612.9299131,0.0,48978071.51833316,0.0,73982286.310067,0.0,5017.37046901529,4938.82259833332,4945.186775346415,5952.918536681409,367543585.0654329,0.0,14093307.03785499,15502637.741640486 - 02/28 08:00:00,81661179.53762338,0.0,96345810.9245621,0.0,51651277.82167274,0.0,77484516.34758348,0.0,20069.48187606116,19755.29039333328,19780.74710138566,23811.674146725636,607444681.2944622,0.0,56373228.15141996,38756594.35410121 - 02/28 09:00:00,90114146.7264888,0.0,105667304.42819779,0.0,61963652.301049049,0.0,89825718.06737614,0.0,17560.796641553512,17285.879094166616,17308.15371371245,20835.21487838493,610334981.1032548,0.0,56373228.15141996,38756594.35410121 - 02/28 10:00:00,81579642.33771175,0.0,101101772.38406784,0.0,64823136.190399538,0.0,91826305.66778933,0.0,12563.576635376856,12366.891499417125,12382.8275013765,14906.204096671105,527321055.61819818,0.0,28186614.07570998,0.0 - 02/28 11:00:00,60241967.31636964,0.0,89206989.44646128,0.0,58255327.264711197,0.0,82988798.26311395,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,441366949.9822134,0.0,28186614.07570998,0.0 - 02/28 12:00:00,68691615.78500088,0.0,88939849.3065962,0.0,57757814.33445489,0.0,82504840.99592223,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,373345172.8324778,0.0,28186614.07570998,0.0 - 02/28 13:00:00,52109761.14581809,0.0,78890171.95792407,0.0,53234158.87798182,0.0,74926829.59024705,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,334611973.9824746,0.0,28186614.07570998,0.0 - 02/28 14:00:00,52565875.319411758,0.0,78477376.44820406,0.0,51405525.225801479,0.0,73222902.21893235,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,331255720.99623957,0.0,28186614.07570998,0.0 - 02/28 15:00:00,42512499.28058511,0.0,75469944.36724492,0.0,47447093.26404267,0.0,68350673.05862257,0.0,7587.81426361951,7469.025615817192,7478.650217670771,9002.651979107532,347317521.4448692,0.0,28186614.07570998,0.0 - 02/28 16:00:00,41031463.02354506,0.0,71755032.27518644,0.0,43633204.59070946,0.0,64267158.3588112,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,409646962.7079768,0.0,28186614.07570998,0.0 - 02/28 17:00:00,56731880.63389514,0.0,79292503.38477044,0.0,45622259.190009627,0.0,68263718.64495869,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,438870466.3133586,0.0,35233267.594637479,0.0 - 02/28 18:00:00,75188823.50720182,0.0,92997082.0249638,0.0,54505700.5743788,0.0,79762529.9560676,0.0,17679.75496475804,17402.975102629724,17425.400612334204,20976.354387948744,566998282.3062267,0.0,14093307.03785499,0.0 - 02/28 19:00:00,63472362.628688458,0.0,80825526.74658129,0.0,41303444.4412531,0.0,64029408.8837422,0.0,17709.84350992236,17432.59260600648,17455.05628088706,21012.05329823583,514625107.2024513,0.0,63419881.67034747,0.0 - 02/28 20:00:00,49275011.51407085,0.0,65881315.24181135,0.0,27034315.218683337,0.0,46433110.79902206,0.0,10122.71913237737,9964.246075968615,9977.086024066954,12010.219842621145,340091128.6437103,0.0,63419881.67034747,69761869.8373822 - 02/28 21:00:00,52953473.07587613,0.0,69146320.75084038,0.0,29776376.14373076,0.0,49940565.83971395,0.0,10128.287124316925,9969.726899955647,9982.573910655108,12016.826052514107,353367426.1649517,0.0,49326574.63249246,69761869.8373822 - 02/28 22:00:00,58168376.957308,0.0,74228033.58452793,0.0,33314144.205251554,0.0,54771846.283994439,0.0,5065.523253775853,4986.221542265563,4992.646797655824,6010.049977695021,296278390.688094,0.0,35233267.594637479,69761869.8373822 - 02/28 23:00:00,61141455.250785369,0.0,76756371.18812011,0.0,35376830.39909904,0.0,57384589.92600111,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,306475757.8750918,0.0,35233267.594637479,62010550.96656194 - 02/28 24:00:00,64051655.74994215,0.0,78844851.89480667,0.0,38487961.56705984,0.0,60708580.4096641,0.0,2532.7616268879266,2493.1107711327815,2496.323398827912,3005.0249888475107,279991044.4499788,0.0,35233267.594637479,46507913.22492146 - 03/01 01:00:00,73557243.11611638,0.0,87949715.75780472,0.0,47043850.59987478,0.0,71096420.98569717,0.0,2531.3778309285105,2491.748638757257,2494.959511205792,3003.3831677644027,317524519.39465448,0.0,21139960.556782485,23253956.61246073 - 03/01 02:00:00,33219131.368526989,0.0,46720678.146502818,0.0,11707544.947571863,0.0,26730914.99519012,0.0,1264.9888221373117,1245.1851861433207,1246.7897343490759,1500.860949873988,137306438.3508051,0.0,14093307.03785499,0.0 - 03/01 03:00:00,60685997.90664565,0.0,73580095.90229188,0.0,36544153.06926158,0.0,57326138.50852557,0.0,1264.2805603331606,1244.4880123098397,1246.0916621359514,1500.020624279378,247053956.47933466,0.0,14093307.03785499,0.0 - 03/01 04:00:00,62608498.579314608,0.0,74988992.89238845,0.0,38517974.43048737,0.0,59676422.4752933,0.0,1264.2805603331606,1244.4880123098397,1246.0916621359514,1500.020624279378,254709459.47009374,0.0,14093307.03785499,0.0 - 03/01 05:00:00,63482798.12941868,0.0,75533930.82415565,0.0,39703077.349120099,0.0,60667527.14615717,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,258310218.69458059,0.0,14093307.03785499,0.0 - 03/01 06:00:00,64396302.67848991,0.0,76275975.97541808,0.0,40514805.8926733,0.0,61479655.837613,0.0,1265.6889154642552,1245.8743193786286,1247.479755602896,1501.6915838822013,261605384.85177503,0.0,14093307.03785499,0.0 - 03/01 07:00:00,58810096.47707623,0.0,71325425.34770651,0.0,36372477.46412207,0.0,56230974.91871826,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,298430515.1905391,0.0,14093307.03785499,15502637.741640486 - 03/01 08:00:00,44448012.55163574,0.0,66502877.24603517,0.0,35373743.45162888,0.0,53872364.13297051,0.0,20299.800599501148,19982.003434191898,20007.752285137543,24084.93852028101,503945178.8030721,0.0,56373228.15141996,38756594.35410121 - 03/01 09:00:00,31374797.68594073,0.0,64528411.9599548,0.0,37991573.88440032,0.0,56552627.62370198,0.0,17832.36392146294,17553.194937648233,17575.81402094276,21157.419089637096,457275062.24488559,0.0,56373228.15141996,38756594.35410121 - 03/01 10:00:00,14525957.296729306,0.0,55202827.573048558,0.0,34701725.42240967,0.0,51180114.24699609,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,346461616.22634348,0.0,28186614.07570998,0.0 - 03/01 11:00:00,5060782.504296597,0.0,47807914.43853909,0.0,31800246.20165326,0.0,46841132.2431619,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,284699807.7088243,0.0,28186614.07570998,0.0 - 03/01 12:00:00,6550074.831364685,0.0,45094215.23399569,0.0,30342865.00941916,0.0,44845974.06808083,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,203661704.97168405,0.0,28186614.07570998,0.0 - 03/01 13:00:00,0.0,0.0,41529064.40263979,0.0,28341561.639382148,0.0,39711950.41084819,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,186411152.28169377,0.0,28186614.07570998,0.0 - 03/01 14:00:00,4250202.3473495929,0.0,38145070.46179967,0.0,25831121.462679965,0.0,37337101.38472767,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,182392071.48538057,0.0,28186614.07570998,0.0 - 03/01 15:00:00,19630375.96673901,0.0,41711991.49197424,0.0,25748530.797948917,0.0,38887785.56358078,0.0,7709.150705140043,7588.462512710431,7598.241021196327,9146.613035274928,241331566.00780118,0.0,28186614.07570998,0.0 - 03/01 16:00:00,24113254.708557417,0.0,44513447.8505203,0.0,25814754.763642558,0.0,39772801.06533727,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,326469062.03398796,0.0,28186614.07570998,0.0 - 03/01 17:00:00,32868987.3765299,0.0,51459609.61710692,0.0,27655675.52173885,0.0,43247113.75497885,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,347486189.9162849,0.0,35233267.594637479,0.0 - 03/01 18:00:00,46835694.82541365,0.0,63522552.324648048,0.0,34725832.53648175,0.0,52782366.16656209,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,466766461.25398829,0.0,14093307.03785499,0.0 - 03/01 19:00:00,39690673.0834023,0.0,55406114.307832468,0.0,24548324.59285583,0.0,40939928.220544788,0.0,17936.506471112665,17655.70711625542,17678.45829695528,21280.98024943098,428970987.8861511,0.0,63419881.67034747,0.0 - 03/01 20:00:00,30626836.80218683,0.0,45556213.95221267,0.0,13559677.849313654,0.0,27857225.716476855,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,270789686.64136347,0.0,63419881.67034747,69761869.8373822 - 03/01 21:00:00,35939249.20156881,0.0,50050916.123420599,0.0,17338670.279215579,0.0,32650683.90591039,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,289169251.8312888,0.0,49326574.63249246,69761869.8373822 - 03/01 22:00:00,40276484.67111434,0.0,53717271.62228165,0.0,20698088.074700685,0.0,36800142.93239801,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,228086853.4610814,0.0,35233267.594637479,69761869.8373822 - 03/01 23:00:00,43678635.36410392,0.0,56686946.8481606,0.0,23306297.7382451,0.0,40035878.99286931,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,240226668.9019314,0.0,35233267.594637479,62010550.96656194 - 03/01 24:00:00,47172997.19999223,0.0,59564760.673952389,0.0,26499649.593134725,0.0,43716649.78093527,0.0,2559.4564924346675,2519.3877235794659,2522.634211809857,3036.6974278130549,215251490.328308,0.0,35233267.594637479,46507913.22492146 - 03/02 01:00:00,58509684.701355438,0.0,71014144.68932534,0.0,36394771.92660362,0.0,56204643.64626528,0.0,2550.953264868551,2511.0176156271725,2514.253318119148,3026.6086728940088,260293443.30098165,0.0,21139960.556782485,23253956.61246073 - 03/02 02:00:00,28115428.01620248,0.0,39164184.26374834,0.0,8364317.653452499,0.0,22394306.112877978,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,117074827.72717898,0.0,14093307.03785499,0.0 - 03/02 03:00:00,52191721.83165677,0.0,63965167.97726587,0.0,30627517.889444159,0.0,49101764.037048507,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,214894689.72351805,0.0,14093307.03785499,0.0 - 03/02 04:00:00,55631974.308227498,0.0,67020096.94108112,0.0,33529676.528421888,0.0,52732164.884254667,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,227898174.0007853,0.0,14093307.03785499,0.0 - 03/02 05:00:00,57822456.44012537,0.0,68947308.2755699,0.0,35602524.51296063,0.0,54969966.732707288,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,236326517.30016334,0.0,14093307.03785499,0.0 - 03/02 06:00:00,59226214.72157605,0.0,70151818.18498644,0.0,36916061.80962138,0.0,56361050.62829318,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,241639406.6832772,0.0,14093307.03785499,0.0 - 03/02 07:00:00,52916403.30136156,0.0,64253506.17448555,0.0,31845724.463771427,0.0,49871915.35431346,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,217871810.63273213,0.0,14093307.03785499,15502637.741640486 - 03/02 08:00:00,43664388.27270937,0.0,62161741.426026407,0.0,32964681.219510877,0.0,49819425.66323656,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,264547281.93668363,0.0,56373228.15141996,38756594.35410121 - 03/02 09:00:00,37132512.20806431,0.0,57963175.129924159,0.0,33046014.456592364,0.0,47099945.53890053,0.0,12768.646932037229,12568.751382327453,12584.947501349367,15149.51217564417,366300336.1023709,0.0,56373228.15141996,38756594.35410121 - 03/02 10:00:00,60332006.733543109,0.0,75058770.87124111,0.0,44691517.27634937,0.0,65434170.340530838,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,436367456.9088242,0.0,28186614.07570998,0.0 - 03/02 11:00:00,56876494.19882028,0.0,70075099.03723948,0.0,42584478.40741511,0.0,62118633.97771524,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,422951980.5175712,0.0,28186614.07570998,0.0 - 03/02 12:00:00,50264570.28689416,0.0,66346000.11513068,0.0,39410792.915058199,0.0,57918516.53239569,0.0,7701.798060355234,7581.224974951363,7590.9941571311369,9137.889402905457,329182743.5927142,0.0,28186614.07570998,0.0 - 03/02 13:00:00,17409657.71518643,0.0,53699735.22585336,0.0,34439002.87686402,0.0,48081716.41169706,0.0,7695.304285788543,7574.8328616369249,7584.593806926263,9130.184787264692,268775808.89942,0.0,28186614.07570998,0.0 - 03/02 14:00:00,0.0,0.0,43996303.52190663,0.0,28678321.471971014,0.0,39722916.38388978,0.0,7701.798060355234,7581.224974951363,7590.9941571311369,9137.889402905457,227640405.1210029,0.0,28186614.07570998,0.0 - 03/02 15:00:00,0.0,0.0,35905193.488426338,0.0,21386791.868891818,0.0,31959169.744278574,0.0,7701.798060355234,7581.224974951363,7590.9941571311369,9137.889402905457,204494018.84483219,0.0,28186614.07570998,0.0 - 03/02 16:00:00,0.0,0.0,35856304.135443139,0.0,18669481.55833592,0.0,30567747.886917063,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,353993548.98157897,0.0,28186614.07570998,0.0 - 03/02 17:00:00,26957879.69285745,0.0,48748226.35204129,0.0,24278177.09239901,0.0,39534881.88974908,0.0,23105.394181065705,22743.674924854095,22772.982471393407,27413.668208716368,485247756.2567532,0.0,35233267.594637479,0.0 - 03/02 18:00:00,45323025.15987764,0.0,62506089.37267466,0.0,32800869.29021667,0.0,50798253.67227313,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,460328252.89592489,0.0,14093307.03785499,0.0 - 03/02 19:00:00,37582737.095361549,0.0,53399482.51678032,0.0,22806362.612437525,0.0,38709709.73057489,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,421655017.0594567,0.0,63419881.67034747,0.0 - 03/02 20:00:00,25572006.33870901,0.0,40271788.003118429,0.0,9744382.333573498,0.0,22713926.744066568,0.0,15418.301410280086,15176.925025420862,15196.482042392654,18293.226070549856,329007867.7945839,0.0,63419881.67034747,69761869.8373822 - 03/02 21:00:00,30451091.325608195,0.0,44234504.96893476,0.0,13398204.289546332,0.0,27206948.430458636,0.0,12836.330100592057,12635.374958252272,12651.656928551894,15229.815671509095,307362188.58660706,0.0,49326574.63249246,69761869.8373822 - 03/02 22:00:00,35604075.25906057,0.0,48814095.31891142,0.0,17182095.871524104,0.0,32061405.39947477,0.0,10269.064080473645,10108.29996660182,10121.325542841514,12183.852537207275,287318823.50661817,0.0,35233267.594637479,69761869.8373822 - 03/02 23:00:00,38258692.412646967,0.0,50897042.85637823,0.0,18858739.2536012,0.0,34153436.913954269,0.0,7709.150705140043,7588.462512710431,7598.241021196327,9146.613035274928,257520793.6241389,0.0,35233267.594637479,62010550.96656194 - 03/02 24:00:00,42194108.83008865,0.0,54254953.44291098,0.0,22154368.2280305,0.0,38112416.056523818,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,233617768.0159261,0.0,35233267.594637479,46507913.22492146 - 03/03 01:00:00,54202862.10858403,0.0,66752929.331891,0.0,31494235.9381572,0.0,50620384.485315579,0.0,2571.636538009163,2531.3770882683077,2534.639026018829,3051.1485869462715,241550096.32522107,0.0,21139960.556782485,23253956.61246073 - 03/03 02:00:00,16192991.153015197,0.0,25919553.76633117,0.0,8275.599520333344,0.0,8726145.185329849,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,70086807.93483317,0.0,14093307.03785499,0.0 - 03/03 03:00:00,42164856.15734464,0.0,52504336.78163363,0.0,18498666.516440486,0.0,36668999.47956402,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,169076701.1656194,0.0,14093307.03785499,0.0 - 03/03 04:00:00,44803593.77261208,0.0,54573151.68559191,0.0,23154617.576784694,0.0,39648322.96310008,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,181435655.14608474,0.0,14093307.03785499,0.0 - 03/03 05:00:00,45341395.56855371,0.0,54564196.67257404,0.0,24145550.64817704,0.0,40277335.98027071,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,183584448.01757149,0.0,14093307.03785499,0.0 - 03/03 06:00:00,41278426.15644452,0.0,49735675.36090548,0.0,21484850.46918843,0.0,36149631.503577429,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,167971435.92872618,0.0,14093307.03785499,0.0 - 03/03 07:00:00,30881887.337019244,0.0,38796660.954234387,0.0,14139953.74883834,0.0,25942797.247871277,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,129076407.04901836,0.0,14093307.03785499,15502637.741640486 - 03/03 08:00:00,25584203.08573558,0.0,37558161.507853109,0.0,17710083.515593966,0.0,27889908.38369292,0.0,1291.3659258224962,1271.1493513496699,1272.787357032401,1532.156376520512,128065208.93148586,0.0,56373228.15141996,38756594.35410121 - 03/03 09:00:00,16447028.922459927,0.0,37194136.981635209,0.0,20914954.64028559,0.0,30885993.849908294,0.0,5165.463703289985,5084.597405398679,5091.149428129604,6128.625506082048,182733524.14873014,0.0,56373228.15141996,38756594.35410121 - 03/03 10:00:00,0.0,0.0,30340459.59919569,0.0,16094740.064972189,0.0,25907531.43150433,0.0,7745.09004676023,7623.839217233076,7633.6633122135749,9189.25369221827,188233377.66200275,0.0,28186614.07570998,0.0 - 03/03 11:00:00,0.0,1981833.1764662897,28361904.28473714,0.0,16220400.204137598,0.0,25628127.71478349,0.0,7751.467660694694,7630.116988431653,7639.9491729611,9196.82048770302,186196507.7189039,1981833.1764662897,28186614.07570998,0.0 - 03/03 12:00:00,0.0,2424238.1005785248,28449285.212136367,0.0,17631473.762872377,0.0,26910632.405985945,0.0,5167.645107129796,5086.744658954437,5093.299448640733,6131.21365846868,150315441.7244918,2424238.1005785248,28186614.07570998,0.0 - 03/03 13:00:00,0.0,0.0,28726559.639829223,0.0,17414572.908662574,0.0,25941172.847496146,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,149429770.35536189,0.0,28186614.07570998,0.0 - 03/03 14:00:00,0.0,0.0,25474752.48797376,0.0,15611438.664501992,0.0,23405861.095838686,0.0,7751.467660694694,7630.116988431653,7639.9491729611,9196.82048770302,180478127.76356013,0.0,28186614.07570998,0.0 - 03/03 15:00:00,11103046.02797686,0.0,28873931.615084415,0.0,16172249.400182464,0.0,25444376.60166189,0.0,10335.290214259592,10173.489317908874,10186.598897281467,12262.42731693736,236241704.33189989,0.0,28186614.07570998,0.0 - 03/03 16:00:00,11624175.943675466,0.0,28344342.399900304,0.0,14390596.147490733,0.0,23816112.198632547,0.0,12919.11276782449,12716.861647386091,12733.248621601833,15328.034146171698,271485352.5484419,0.0,28186614.07570998,0.0 - 03/03 17:00:00,12396993.818551265,0.0,27060866.26771674,0.0,10583623.794945918,0.0,20517341.805200794,0.0,15496.391109869955,15253.792216196032,15273.448284388809,18385.876518246147,302433054.94973817,0.0,35233267.594637479,0.0 - 03/03 18:00:00,34441607.59994088,0.0,44933297.327030587,0.0,22028748.640253344,0.0,35542491.80014903,0.0,18079.122961514946,17796.09091889537,17819.02299845361,21450.189271287163,407466079.50791779,0.0,14093307.03785499,0.0 - 03/03 19:00:00,30673449.83690133,0.0,40632596.240361679,0.0,15389953.043342026,0.0,27709677.658433778,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,268843144.469963,0.0,63419881.67034747,0.0 - 03/03 20:00:00,20749523.425775123,0.0,30487866.3780784,0.0,4238318.7003564559,0.0,14341066.322539978,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,185574949.44358976,0.0,63419881.67034747,69761869.8373822 - 03/03 21:00:00,25646111.849486866,0.0,35029594.860174339,0.0,7888156.715649225,0.0,19054045.293957224,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,164790025.13049419,0.0,49326574.63249246,69761869.8373822 - 03/03 22:00:00,30575820.22898194,0.0,39694944.729888338,0.0,11785667.76087086,0.0,24073001.829928176,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,183258956.15197984,0.0,35233267.594637479,69761869.8373822 - 03/03 23:00:00,34902613.141500089,0.0,43934285.44238517,0.0,15035284.559920267,0.0,28306862.98568568,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,199252972.90979363,0.0,35233267.594637479,62010550.96656194 - 03/03 24:00:00,40647878.59886375,0.0,49629350.41452182,0.0,19805327.754120895,0.0,34322375.386751357,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,221428808.74624173,0.0,35233267.594637479,46507913.22492146 - 03/04 01:00:00,47990166.06993248,0.0,56609287.04178685,0.0,27011409.615906776,0.0,42893626.869694288,0.0,2577.3222765286884,2536.9738154906365,2540.24296519543,3057.8944986617059,213069250.39847563,0.0,21139960.556782485,23253956.61246073 - 03/04 02:00:00,11575230.517681072,0.0,18920019.703144965,0.0,0.0,0.0,4083099.987325177,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,53818192.43878783,0.0,14093307.03785499,0.0 - 03/04 03:00:00,37285619.53611585,0.0,45148936.20635143,0.0,15219315.85757858,0.0,31146605.43024411,0.0,1284.8584508566738,1264.7437521184057,1266.373503532721,1524.4355058791544,148025957.39488305,0.0,14093307.03785499,0.0 - 03/04 04:00:00,40628013.031483788,0.0,48371421.74689322,0.0,21701312.84965708,0.0,36103772.867897007,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,166011664.45313699,0.0,14093307.03785499,0.0 - 03/04 05:00:00,44233465.769539099,0.0,52202777.56806272,0.0,24965013.515741424,0.0,40036443.57137515,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,180608125.25911237,0.0,14093307.03785499,0.0 - 03/04 06:00:00,46485963.66864126,0.0,54566861.026642788,0.0,27019190.58309498,0.0,42448104.647383827,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,189690544.7601568,0.0,14093307.03785499,0.0 - 03/04 07:00:00,43908377.68680495,0.0,52788813.37473084,0.0,24992528.97086761,0.0,40102667.029592517,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,238311297.0205484,0.0,14093307.03785499,15502637.741640486 - 03/04 08:00:00,49714953.465579938,0.0,62842579.60768476,0.0,35338108.67386772,0.0,52179844.28476893,0.0,20379.844481671935,20060.79421445513,20086.644595363152,24179.90753101383,505021372.9929159,0.0,56373228.15141996,38756594.35410121 - 03/04 09:00:00,39399065.14687587,0.0,59866312.406882788,0.0,34923664.80839628,0.0,49324335.60352254,0.0,17811.28758606068,17532.44855620849,17555.040905672984,21132.412822215498,450025661.498245,0.0,56373228.15141996,38756594.35410121 - 03/04 10:00:00,36702123.70486522,0.0,64076794.77651408,0.0,40981199.020774308,0.0,59522024.3301999,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,391648058.64133039,0.0,28186614.07570998,0.0 - 03/04 11:00:00,31255290.52924558,0.0,61751443.10689223,0.0,40681439.48458795,0.0,58651965.281627599,0.0,10189.922240835967,10030.397107227565,10043.322297681576,12089.953765506914,344813081.88286069,0.0,28186614.07570998,0.0 - 03/04 12:00:00,28284025.676099317,0.0,59852939.59167427,0.0,40182353.41777417,0.0,57493996.51836365,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,262153711.87877534,0.0,28186614.07570998,0.0 - 03/04 13:00:00,3711111.6852003878,0.0,52758562.6398722,0.0,36846402.4007227,0.0,49715300.572475869,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,219550287.2568236,0.0,28186614.07570998,0.0 - 03/04 14:00:00,0.0,0.0,43869185.88494868,0.0,30879104.566968405,0.0,42233755.18704094,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,193500955.59751047,0.0,28186614.07570998,0.0 - 03/04 15:00:00,0.0,1344177.5569606485,36437065.79971186,0.0,23786618.504075003,0.0,34778703.48421149,0.0,7678.3694773040019,7558.163170738395,7567.90263542957,9110.092283439166,209894687.0288784,1344177.5569606485,28186614.07570998,0.0 - 03/04 16:00:00,0.0,656142.7277900134,33495954.282059019,0.0,17662277.734809385,0.0,29666565.608948675,0.0,12811.790336509048,12611.219368753873,12627.470212110915,15200.700178164989,272529045.96975687,656142.7277900134,28186614.07570998,0.0 - 03/04 17:00:00,9412646.506606374,0.0,43082795.74991986,0.0,20858473.021795505,0.0,35629654.28622352,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,300280844.4609264,0.0,35233267.594637479,0.0 - 03/04 18:00:00,44089523.245660949,0.0,64967540.54742767,0.0,34419282.28843114,0.0,53775664.82823558,0.0,17898.428640606744,17618.22540128948,17640.928282973928,21235.802357055854,465068195.76468899,0.0,14093307.03785499,0.0 - 03/04 19:00:00,40490907.30058838,0.0,59793016.972925599,0.0,26435848.782359873,0.0,44520602.027380909,0.0,17876.105704852118,17596.25193525843,17618.926501889113,21209.317045901833,438722539.3597002,0.0,63419881.67034747,0.0 - 03/04 20:00:00,31472017.007058827,0.0,49301893.09004114,0.0,15129048.572590841,0.0,30869583.95972036,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,279619493.6445228,0.0,63419881.67034747,69761869.8373822 - 03/04 21:00:00,39527316.483909297,0.0,56910990.4395047,0.0,20610000.983444219,0.0,38149251.052878659,0.0,10189.922240835967,10030.397107227565,10043.322297681576,12089.953765506914,307670502.4402442,0.0,49326574.63249246,69761869.8373822 - 03/04 22:00:00,46001227.716897319,0.0,62562478.6272744,0.0,25045675.03519525,0.0,43991741.73591553,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,253941519.7901464,0.0,35233267.594637479,69761869.8373822 - 03/04 23:00:00,51003332.67746549,0.0,67172091.3558687,0.0,28466272.897186165,0.0,48459432.30744971,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,271337600.97822377,0.0,35233267.594637479,62010550.96656194 - 03/04 24:00:00,57551332.72133988,0.0,73193229.39931599,0.0,33443484.7112098,0.0,54726116.373857367,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,257032399.07584984,0.0,35233267.594637479,46507913.22492146 - 03/05 01:00:00,69335826.7238736,0.0,84584922.10709214,0.0,43597757.22238984,0.0,67308857.36517146,0.0,2540.717268136974,2500.9418653339519,2504.1645841932638,3014.464053504009,302844399.39473256,0.0,21139960.556782485,23253956.61246073 - 03/05 02:00:00,31715578.0311681,0.0,45301706.88511782,0.0,10562992.367001269,0.0,25566878.724961677,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,132131417.34704899,0.0,14093307.03785499,0.0 - 03/05 03:00:00,65821138.770319927,0.0,80141542.20226704,0.0,38490193.353771749,0.0,61571509.32309472,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,264947268.89518247,0.0,14093307.03785499,0.0 - 03/05 04:00:00,73683241.47151235,0.0,87858441.18084961,0.0,43747303.88950989,0.0,68900582.15997835,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,293085579.1478226,0.0,14093307.03785499,0.0 - 03/05 05:00:00,78617789.11648381,0.0,92556215.05038607,0.0,47468698.95952309,0.0,73468134.52345509,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,310973600.752474,0.0,14093307.03785499,0.0 - 03/05 06:00:00,79457784.00368022,0.0,92955422.02813062,0.0,48259022.47027746,0.0,74104023.28226999,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,313699137.0300873,0.0,14093307.03785499,0.0 - 03/05 07:00:00,76038016.37280658,0.0,89312485.8672443,0.0,45431871.78230606,0.0,70345740.99530436,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,356712156.8015512,0.0,14093307.03785499,15502637.741640486 - 03/05 08:00:00,79143619.24589326,0.0,94203717.33835943,0.0,48188599.54594684,0.0,74225691.05601469,0.0,20169.882983876745,19854.11970307621,19879.703762781486,23930.796228602936,597565836.8282288,0.0,56373228.15141996,38756594.35410121 - 03/05 09:00:00,90532907.90967837,0.0,106616467.72230911,0.0,60073244.249571237,0.0,88723187.17702498,0.0,17648.647610892156,17372.354740191677,17394.740792433804,20939.446700027565,610024490.4953464,0.0,56373228.15141996,38756594.35410121 - 03/05 10:00:00,105450767.29662162,0.0,120137738.44860895,0.0,72018688.27964746,0.0,103522150.17883137,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,589471678.8181561,0.0,28186614.07570998,0.0 - 03/05 11:00:00,103856241.85588801,0.0,118567976.19860335,0.0,70910985.05471522,0.0,102154715.5570325,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,546163786.3577963,0.0,28186614.07570998,0.0 - 03/05 12:00:00,97653136.78276122,0.0,112066881.63883625,0.0,67751941.6535703,0.0,97519618.81083742,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,450442631.29650887,0.0,28186614.07570998,0.0 - 03/05 13:00:00,88406142.94621672,0.0,103923165.7079339,0.0,64089435.67354405,0.0,92185618.23046406,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,424055414.9686624,0.0,28186614.07570998,0.0 - 03/05 14:00:00,86236350.18606965,0.0,101587093.0522317,0.0,62345191.1454716,0.0,89969567.44998908,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,415722243.6176519,0.0,28186614.07570998,0.0 - 03/05 15:00:00,86390148.27422366,0.0,101213831.57513286,0.0,61535497.700201798,0.0,89021608.47201169,0.0,7577.037842039161,7458.417901127024,7468.0288338575169,8989.86616626375,451537148.69740489,0.0,28186614.07570998,0.0 - 03/05 16:00:00,86768056.44864026,0.0,101234190.10194633,0.0,60909833.53291237,0.0,88317378.02271219,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,526458310.5635012,0.0,28186614.07570998,0.0 - 03/05 17:00:00,87050928.23548867,0.0,101482576.63063501,0.0,59572200.51966569,0.0,87052690.42789442,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,524387248.2709738,0.0,35233267.594637479,0.0 - 03/05 18:00:00,94647435.13043277,0.0,108777951.124493,0.0,63869256.08224699,0.0,92733697.74392115,0.0,17704.89994844552,17427.72643690678,17450.183841231796,21006.1879512509,624948733.5213,0.0,14093307.03785499,0.0 - 03/05 19:00:00,81477275.47016384,0.0,95776836.01639849,0.0,50169116.6027997,0.0,76312759.44406109,0.0,17704.89994844552,17427.72643690678,17450.183841231796,21006.1879512509,568656380.9736292,0.0,63419881.67034747,0.0 - 03/05 20:00:00,66974568.4490117,0.0,81320122.40707925,0.0,35856134.00002554,0.0,58939676.69894422,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,394473583.52089276,0.0,63419881.67034747,69761869.8373822 - 03/05 21:00:00,69853918.6203451,0.0,84152111.48735322,0.0,38406066.547729279,0.0,62146657.10665544,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,405941835.7279151,0.0,49326574.63249246,69761869.8373822 - 03/05 22:00:00,72994644.42852882,0.0,87276786.73357088,0.0,41207318.33607846,0.0,65674257.92507225,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,342844548.40616646,0.0,35233267.594637479,69761869.8373822 - 03/05 23:00:00,74639156.04304333,0.0,88800930.8036004,0.0,42742195.9009479,0.0,67520714.53203459,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,349394538.2625422,0.0,35233267.594637479,62010550.96656194 - 03/05 24:00:00,77681164.93202028,0.0,91597570.27556414,0.0,45809492.53240618,0.0,71106674.22431968,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,324040672.4557683,0.0,35233267.594637479,46507913.22492146 - 03/06 01:00:00,85704261.41043018,0.0,99487738.12894383,0.0,53629390.03808497,0.0,80564959.07199168,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,357232119.14090868,0.0,21139960.556782485,23253956.61246073 - 03/06 02:00:00,44293867.808801669,0.0,57404117.58359341,0.0,18809594.447159597,0.0,35563546.50940924,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106244,174967136.7949364,0.0,14093307.03785499,0.0 - 03/06 03:00:00,71055251.24992806,0.0,83536121.13460674,0.0,41780496.46869849,0.0,65487283.66618824,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,280782037.76515057,0.0,14093307.03785499,0.0 - 03/06 04:00:00,73161805.85357352,0.0,85425044.45225485,0.0,44253690.093558508,0.0,68183707.65609262,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,289920258.5014519,0.0,14093307.03785499,0.0 - 03/06 05:00:00,74654254.14181708,0.0,86931130.11507198,0.0,45923347.78433939,0.0,69972858.9862905,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,296377601.4734914,0.0,14093307.03785499,0.0 - 03/06 06:00:00,75129145.6027828,0.0,87255835.54081898,0.0,46727520.12298661,0.0,70632299.56600607,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,298640811.2785669,0.0,14093307.03785499,0.0 - 03/06 07:00:00,71061874.13102478,0.0,83437687.55680813,0.0,43433312.94392541,0.0,66472624.17221513,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,339989540.5878633,0.0,14093307.03785499,15502637.741640486 - 03/06 08:00:00,65794893.49388049,0.0,82083967.18481548,0.0,41721466.671329427,0.0,64437684.49866807,0.0,20205.434245437762,19889.114403005402,19914.743556953377,23972.97644336999,556374178.9842529,0.0,56373228.15141996,38756594.35410121 - 03/06 09:00:00,65023658.33451441,0.0,87423776.39052153,0.0,48948139.107956279,0.0,73008495.34340894,0.0,17679.754964758045,17402.975102629724,17425.400612334204,20976.354387948744,538948215.4200157,0.0,56373228.15141996,38756594.35410121 - 03/06 10:00:00,68069833.21057934,0.0,90454748.24845487,0.0,56723765.40950732,0.0,81434224.12111478,0.0,12667.236808677,12468.92885336647,12484.996340871143,15029.192935339648,486223848.76737168,0.0,28186614.07570998,0.0 - 03/06 11:00:00,66770777.09754029,0.0,85711376.05702488,0.0,54372586.603823248,0.0,78294824.49778575,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,437023654.9665751,0.0,28186614.07570998,0.0 - 03/06 12:00:00,62858826.34397147,0.0,82580002.64157854,0.0,52371101.229613367,0.0,75602590.13069941,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,349446592.2982738,0.0,28186614.07570998,0.0 - 03/06 13:00:00,57384438.16984545,0.0,81437344.90233146,0.0,51064529.535373877,0.0,73349347.56522762,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,339382026.89636906,0.0,28186614.07570998,0.0 - 03/06 14:00:00,65380487.979873109,0.0,83659388.18825461,0.0,50413654.53715275,0.0,74016284.6853868,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,349810212.06553128,0.0,28186614.07570998,0.0 - 03/06 15:00:00,75863859.42085126,0.0,91047645.64863132,0.0,52606055.88340278,0.0,77873905.10299209,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,412026679.3172112,0.0,28186614.07570998,0.0 - 03/06 16:00:00,79100017.78354167,0.0,93042288.67948708,0.0,53110949.80932388,0.0,78620445.14239028,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,495170976.311124,0.0,28186614.07570998,0.0 - 03/06 17:00:00,78948495.93934885,0.0,91991875.11942789,0.0,51267022.7477045,0.0,76278485.61935178,0.0,12811.790336509048,12611.219368753873,12627.470212110915,15200.700178164989,490190127.76977279,0.0,35233267.594637479,0.0 - 03/06 18:00:00,78249347.68054278,0.0,90127540.60032873,0.0,51053972.21969241,0.0,75220532.16488736,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,563551408.066334,0.0,14093307.03785499,0.0 - 03/06 19:00:00,63244805.360293168,0.0,74924264.14421398,0.0,36057784.38436642,0.0,57037421.95611869,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,500164291.245875,0.0,63419881.67034747,0.0 - 03/06 20:00:00,44795457.66640392,0.0,56062110.69585275,0.0,19018844.157104415,0.0,35705662.404251899,0.0,10295.168378649452,10133.995597119932,10147.054284802247,12214.824290530547,309629828.10758087,0.0,63419881.67034747,69761869.8373822 - 03/06 21:00:00,44651893.70436017,0.0,55569891.12050487,0.0,19379418.53687369,0.0,35941453.52684836,0.0,10301.85818886053,10140.580677104172,10153.647850334173,12222.761494980237,309690510.4491919,0.0,49326574.63249246,69761869.8373822 - 03/06 22:00:00,45136923.26469101,0.0,55519978.644433047,0.0,20610045.489324236,0.0,36979476.91972122,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,235320351.09847195,0.0,35233267.594637479,69761869.8373822 - 03/06 23:00:00,43037061.89205679,0.0,52466595.60399945,0.0,20007764.460286954,0.0,35349089.725005019,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,227990033.28365878,0.0,35233267.594637479,62010550.96656194 - 03/06 24:00:00,45787150.53610214,0.0,55072583.275631617,0.0,22876026.28616053,0.0,38726376.22168677,0.0,2575.4645472151325,2535.145169276043,2538.4119625835435,3055.6903737450595,200999099.70973224,0.0,35233267.594637479,46507913.22492146 - 03/07 01:00:00,56567009.5173558,0.0,66558887.27883361,0.0,32183320.930871205,0.0,50830696.21299476,0.0,2573.792094662363,2533.498899279983,2536.7635712005619,3053.7060726326369,244651852.23604734,0.0,21139960.556782485,23253956.61246073 - 03/07 02:00:00,18056384.512598754,0.0,26254748.865322774,0.0,686532.5818852782,0.0,9396984.551800522,0.0,1286.8960473311816,1266.7494496399918,1268.3817856002809,1526.8530363163184,73650619.6596033,0.0,14093307.03785499,0.0 - 03/07 03:00:00,39701339.22152616,0.0,48125149.60787659,0.0,17176754.530801409,0.0,33458590.894194154,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,157730315.94947393,0.0,14093307.03785499,0.0 - 03/07 04:00:00,36022115.68019299,0.0,43133921.94666235,0.0,17659249.997442224,0.0,30691449.460630489,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,146821844.84598313,0.0,14093307.03785499,0.0 - 03/07 05:00:00,37567237.565059628,0.0,44583170.26061474,0.0,19509994.752176498,0.0,32577003.88010723,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,153505888.1530337,0.0,14093307.03785499,0.0 - 03/07 06:00:00,41663319.82951151,0.0,48967902.80630338,0.0,22917745.796451197,0.0,36846177.02928827,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,169634987.69219098,0.0,14093307.03785499,0.0 - 03/07 07:00:00,35352657.08361735,0.0,43455716.62313599,0.0,18023590.63441765,0.0,30755283.966144269,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,204489169.76568745,0.0,14093307.03785499,15502637.741640486 - 03/07 08:00:00,31155786.263437988,0.0,46552743.79330063,0.0,22867635.823376627,0.0,35485886.62172932,0.0,20520.811428769444,20199.554297698473,20225.583485136696,24347.15943270584,443117243.6213622,0.0,56373228.15141996,38756594.35410121 - 03/07 09:00:00,22665349.115456985,0.0,53114640.60390495,0.0,29229343.43910923,0.0,44155619.977579157,0.0,17936.50647111266,17655.70711625542,17678.45829695528,21280.98024943098,417550900.8175659,0.0,56373228.15141996,38756594.35410121 - 03/07 10:00:00,7783376.156009604,0.0,50137900.291694659,0.0,28597070.52377252,0.0,43363824.43828778,0.0,12811.790336509048,12611.219368753873,12627.470212110915,15200.700178164989,321586419.7537043,0.0,28186614.07570998,0.0 - 03/07 11:00:00,11139697.189868652,0.0,54135085.6827059,0.0,33201804.708818035,0.0,49171497.769901629,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,300837817.67246767,0.0,28186614.07570998,0.0 - 03/07 12:00:00,21298894.16315496,0.0,56337228.80736092,0.0,35907026.91907882,0.0,52358879.70600073,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,242583728.93317134,0.0,28186614.07570998,0.0 - 03/07 13:00:00,23101493.70440031,0.0,55801732.71660125,0.0,35969004.88310765,0.0,50842422.91403715,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,242396353.5557223,0.0,28186614.07570998,0.0 - 03/07 14:00:00,9269176.682017474,0.0,50172203.48553872,0.0,32444944.874784568,0.0,45793907.9683125,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,214444030.79053266,0.0,28186614.07570998,0.0 - 03/07 15:00:00,822769.065134754,0.0,43841718.51374302,0.0,26260264.676871189,0.0,38939203.22205199,0.0,7695.304285788543,7574.8328616369249,7584.593806926263,9130.184787264692,225009652.14762009,0.0,28186614.07570998,0.0 - 03/07 16:00:00,7937731.086808,0.0,41755905.63284361,0.0,21474753.30089215,0.0,35038628.21776905,0.0,12825.507142980903,12624.721436061543,12640.989678210439,15216.97464544115,298116512.6880113,0.0,28186614.07570998,0.0 - 03/07 17:00:00,23042003.950495006,0.0,45247342.76933893,0.0,20235671.769116507,0.0,35800413.464432548,0.0,12836.330100592057,12635.374958252272,12651.656928551894,15229.815671509095,316396871.5254421,0.0,35233267.594637479,0.0 - 03/07 18:00:00,53540382.6203524,0.0,68976014.92181354,0.0,36497222.63386087,0.0,56897158.88262786,0.0,17916.195447042668,17635.714065056254,17658.439482668997,21256.881994691383,483992810.6207082,0.0,14093307.03785499,0.0 - 03/07 19:00:00,51773480.36987883,0.0,66874838.60473128,0.0,30944904.150759728,0.0,50397008.394675198,0.0,17876.105704852118,17596.25193525843,17618.926501889113,21209.317045901833,467472395.7964904,0.0,63419881.67034747,0.0 - 03/07 20:00:00,41446487.61717356,0.0,56039113.64674581,0.0,19610498.718140376,0.0,36631485.98248795,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,306408379.3142756,0.0,63419881.67034747,69761869.8373822 - 03/07 21:00:00,45487243.60044415,0.0,59469676.40254149,0.0,22832296.33672759,0.0,40605198.91503906,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,321241366.26986399,0.0,49326574.63249246,69761869.8373822 - 03/07 22:00:00,49592401.59510306,0.0,63111594.420462299,0.0,26090822.21193625,0.0,44617724.58636369,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,259836018.32142116,0.0,35233267.594637479,69761869.8373822 - 03/07 23:00:00,54260387.90065543,0.0,67581350.9820711,0.0,29633439.867195947,0.0,49131518.26898248,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,276843168.7591586,0.0,35233267.594637479,62010550.96656194 - 03/07 24:00:00,59393021.14618498,0.0,72450435.3369507,0.0,34079310.10725142,0.0,54577032.81324878,0.0,2547.480560208992,2507.5992768068915,2510.830574420394,3022.4884413767288,258618035.2737627,0.0,35233267.594637479,46507913.22492146 - 03/08 01:00:00,69248613.00283417,0.0,82298041.45944815,0.0,43071236.810465518,0.0,65745522.6788106,0.0,2544.4696551515264,2504.635508029784,2507.862986524712,3018.9161174593575,298436597.3133538,0.0,21139960.556782485,23253956.61246073 - 03/08 02:00:00,37612608.96581622,0.0,48863975.2915542,0.0,13984473.294493672,0.0,31492711.552224868,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,150938030.4428891,0.0,14093307.03785499,0.0 - 03/08 03:00:00,62751086.243950989,0.0,74828716.87662031,0.0,37007606.0643301,0.0,58169117.71765925,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,251679412.14828966,0.0,14093307.03785499,0.0 - 03/08 04:00:00,66734885.40508944,0.0,78685082.40621749,0.0,40549240.18211187,0.0,62621984.34981234,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,267487202.78920365,0.0,14093307.03785499,0.0 - 03/08 05:00:00,69066342.29339719,0.0,81019021.58721628,0.0,42699735.46749706,0.0,65107892.98077612,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,276789002.7748591,0.0,14093307.03785499,0.0 - 03/08 06:00:00,71277958.89141107,0.0,83148373.37501812,0.0,44679358.73612489,0.0,67371590.57936742,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,285340044.6845475,0.0,14093307.03785499,0.0 - 03/08 07:00:00,63039203.64374614,0.0,75948413.37813741,0.0,38306407.44583034,0.0,59488978.84617375,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,312234055.7243913,0.0,14093307.03785499,15502637.741640486 - 03/08 08:00:00,45245671.61843047,0.0,69275289.73618153,0.0,35011158.708366099,0.0,54458733.929955858,0.0,20169.882983876745,19854.11970307621,19879.703762781486,23930.796228602936,505795063.6349485,0.0,56373228.15141996,38756594.35410121 - 03/08 09:00:00,32740044.952012239,0.0,70756118.70763332,0.0,40193879.19001573,0.0,60455002.388157118,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,469502834.1266199,0.0,56373228.15141996,38756594.35410121 - 03/08 10:00:00,22848993.32549504,0.0,65989051.69546517,0.0,40872735.56081003,0.0,60622436.01381463,0.0,12646.357106032516,12448.37602636199,12464.417029451284,15004.419965179217,379562069.0528748,0.0,28186614.07570998,0.0 - 03/08 11:00:00,34122196.56735808,0.0,66670273.33973454,0.0,43044996.61342713,0.0,63275468.41245363,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,359181078.8377954,0.0,28186614.07570998,0.0 - 03/08 12:00:00,32532424.73719799,0.0,63728011.72405769,0.0,42135396.80407974,0.0,61662622.030781317,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,276092527.2485278,0.0,28186614.07570998,0.0 - 03/08 13:00:00,33312546.93414234,0.0,63313752.41817671,0.0,41818289.316018547,0.0,60266373.9897985,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,274857329.3817268,0.0,28186614.07570998,0.0 - 03/08 14:00:00,34298618.66866283,0.0,62141084.39393188,0.0,40378966.874953549,0.0,58950361.90783562,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,271915398.5689746,0.0,28186614.07570998,0.0 - 03/08 15:00:00,39386323.01355897,0.0,64873841.797422859,0.0,40472172.623262617,0.0,60012172.401028919,0.0,7633.408965454579,7513.906524089351,7523.588959574136,9056.748352378074,318964059.9206595,0.0,28186614.07570998,0.0 - 03/08 16:00:00,48644190.556879799,0.0,71242463.491021,0.0,42404302.13730669,0.0,63624989.882250938,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,416281862.8764352,0.0,28186614.07570998,0.0 - 03/08 17:00:00,60130839.658541779,0.0,79508897.49491404,0.0,44971293.32197383,0.0,68037646.76243904,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,443014594.0468455,0.0,35233267.594637479,0.0 - 03/08 18:00:00,75323399.67381485,0.0,92763067.7240294,0.0,52793986.03787664,0.0,78437542.73130131,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,565437248.0004608,0.0,14093307.03785499,0.0 - 03/08 19:00:00,67105409.662906538,0.0,84029162.58566147,0.0,41781499.35780977,0.0,65518476.650200847,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,524553800.0900171,0.0,63419881.67034747,0.0 - 03/08 20:00:00,54848233.12384414,0.0,71260723.34663078,0.0,28629893.053946645,0.0,49638512.22399768,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,356445505.6532413,0.0,63419881.67034747,69761869.8373822 - 03/08 21:00:00,59065033.06715912,0.0,74897428.08398248,0.0,31805505.660680295,0.0,53592781.10194704,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,371428891.81859096,0.0,49326574.63249246,69761869.8373822 - 03/08 22:00:00,63095057.277905959,0.0,78452851.97169692,0.0,35020407.72119099,0.0,57565505.15164422,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,310167894.0748491,0.0,35233267.594637479,69761869.8373822 - 03/08 23:00:00,66959618.23896505,0.0,81959852.67451982,0.0,38071751.59483466,0.0,61346233.456381779,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,324153967.0757874,0.0,35233267.594637479,62010550.96656194 - 03/08 24:00:00,72033638.19722195,0.0,86853299.30817758,0.0,42383429.835351329,0.0,66714885.46792562,0.0,2533.4473617354,2493.7857706732945,2496.9992681742285,3005.8385870679296,305893508.3642194,0.0,35233267.594637479,46507913.22492146 - 03/09 01:00:00,79561854.26193939,0.0,93964595.7684471,0.0,49681274.75613538,0.0,75425358.8435122,0.0,2537.4750749376437,2497.7504292739874,2500.969035642193,3010.6173150351266,336601606.30763438,0.0,21139960.556782485,23253956.61246073 - 03/09 02:00:00,36568910.21263588,0.0,50420017.42999256,0.0,12735374.763477589,0.0,28585945.235128493,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,147318765.62933726,0.0,14093307.03785499,0.0 - 03/09 03:00:00,64134443.04394146,0.0,76835866.73371953,0.0,37389486.12241143,0.0,59320874.61760737,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,256664931.85647989,0.0,14093307.03785499,0.0 - 03/09 04:00:00,66279007.5265177,0.0,78469330.73987565,0.0,39533454.309269409,0.0,61803734.72609007,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,265069788.64055295,0.0,14093307.03785499,0.0 - 03/09 05:00:00,67300854.05927134,0.0,79295393.98875043,0.0,40798956.48023535,0.0,62995188.758688878,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,269374654.62574616,0.0,14093307.03785499,0.0 - 03/09 06:00:00,69797725.72647289,0.0,81808126.5961238,0.0,43038377.62426633,0.0,65644840.599790308,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,279211955.79238238,0.0,14093307.03785499,0.0 - 03/09 07:00:00,67507955.68291521,0.0,79516053.42157512,0.0,41065192.91201323,0.0,63106368.052069168,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,270118455.3143018,0.0,14093307.03785499,15502637.741640486 - 03/09 08:00:00,70532363.10852939,0.0,83866287.79859638,0.0,43255762.805573318,0.0,66227179.0967391,0.0,5058.542842413007,4979.350410544797,4985.766811780513,6001.767986071687,339573133.79235419,0.0,56373228.15141996,38756594.35410121 - 03/09 09:00:00,80241016.92262498,0.0,94344855.54384402,0.0,53320962.985331859,0.0,78430244.37817,0.0,12646.357106032516,12448.376026361992,12464.417029451284,15004.419965179217,495565932.2872609,0.0,56373228.15141996,38756594.35410121 - 03/09 10:00:00,85178534.92532982,0.0,98942830.65815382,0.0,60662670.804563198,0.0,86907738.63928014,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,520651879.4870516,0.0,28186614.07570998,0.0 - 03/09 11:00:00,83219747.76690647,0.0,97500656.40338125,0.0,59396592.47692994,0.0,85697185.2135705,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,514774286.3205128,0.0,28186614.07570998,0.0 - 03/09 12:00:00,82885664.97541426,0.0,97440078.59460218,0.0,58754497.39363188,0.0,85270836.52087286,0.0,7577.037842039161,7458.417901127024,7468.0288338575169,8989.86616626375,437727140.16035607,0.0,28186614.07570998,0.0 - 03/09 13:00:00,86599952.90763828,0.0,101122032.50915668,0.0,60017552.11627804,0.0,87433228.14824842,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,448349344.2970769,0.0,28186614.07570998,0.0 - 03/09 14:00:00,79482689.65833816,0.0,95212302.58929332,0.0,57661171.98828889,0.0,83919010.31720536,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,429451753.1688812,0.0,28186614.07570998,0.0 - 03/09 15:00:00,74936186.2743695,0.0,91864349.92667954,0.0,55831862.896563667,0.0,81468966.79883325,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,417277944.51220139,0.0,28186614.07570998,0.0 - 03/09 16:00:00,84879503.94694868,0.0,100220371.39867899,0.0,58874431.559665609,0.0,86339771.95424602,0.0,17648.647610892156,17372.354740191677,17394.740792433804,20939.446700027565,594392762.2963021,0.0,28186614.07570998,0.0 - 03/09 17:00:00,89230601.69354932,0.0,104627200.520129,0.0,59793915.31437937,0.0,88265550.40972154,0.0,22656.798386812407,22302.101981445296,22330.840516176613,26881.42642278903,680933470.2437832,0.0,35233267.594637479,0.0 - 03/09 18:00:00,94253810.48182498,0.0,109653287.74944633,0.0,62856488.27402668,0.0,92472080.4515478,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,622914935.4170711,0.0,14093307.03785499,0.0 - 03/09 19:00:00,85125122.43336044,0.0,100684292.93060258,0.0,52606142.00910782,0.0,80228388.97421925,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,582323214.8075154,0.0,63419881.67034747,0.0 - 03/09 20:00:00,71752634.7888721,0.0,87088332.6392275,0.0,39104803.628181498,0.0,63721803.267978269,0.0,15076.291962452227,14840.269799300548,14859.393001651799,17887.44491600533,487255813.170135,0.0,63419881.67034747,69761869.8373822 - 03/09 21:00:00,73834671.99715086,0.0,88807182.84264915,0.0,41215888.4672895,0.0,66129941.60533365,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,458330019.52686986,0.0,49326574.63249246,69761869.8373822 - 03/09 22:00:00,76043489.99719829,0.0,90775363.51570764,0.0,43453941.16060862,0.0,68786510.14452252,0.0,10069.688171916625,9912.045325086798,9924.818007189606,11947.300632350682,429733172.5095944,0.0,35233267.594637479,69761869.8373822 - 03/09 23:00:00,77601084.21501202,0.0,92470373.73779522,0.0,44739933.065479118,0.0,70492566.95356517,0.0,7563.706118953782,7445.294888653576,7454.888911043059,8974.048585726103,398480536.58760699,0.0,35233267.594637479,62010550.96656194 - 03/09 24:00:00,78954013.22364743,0.0,93687334.24712865,0.0,46392628.87935361,0.0,72145399.12919128,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,366870916.46223697,0.0,35233267.594637479,46507913.22492146 - 03/10 01:00:00,87010380.93721041,0.0,101198103.26698159,0.0,54387333.10513339,0.0,81822788.5684549,0.0,2521.235372984593,2481.764962884526,2484.962970347686,2991.349528575367,362144132.08303216,0.0,21139960.556782485,23253956.61246073 - 03/10 02:00:00,47077010.87335555,0.0,59905896.192797798,0.0,20547577.456688435,0.0,37659878.88116838,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,184053126.50663609,0.0,14093307.03785499,0.0 - 03/10 03:00:00,73886574.673572,0.0,87071911.98019168,0.0,43536525.37062609,0.0,67991494.18187343,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,291349269.30888918,0.0,14093307.03785499,0.0 - 03/10 04:00:00,74820527.15282586,0.0,87858881.98372263,0.0,45016845.97670421,0.0,69403942.60472726,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,295996208.1639524,0.0,14093307.03785499,0.0 - 03/10 05:00:00,77872275.24030644,0.0,91094228.0546106,0.0,47902594.55507543,0.0,72776245.82901746,0.0,1256.3576635376856,1236.6891499417127,1238.2827501376499,1490.6204096671107,308444363.5828329,0.0,14093307.03785499,0.0 - 03/10 06:00:00,82264927.31803587,0.0,95912933.0219323,0.0,51518990.26625302,0.0,77346636.50802623,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,325775216.7634076,0.0,14093307.03785499,0.0 - 03/10 07:00:00,78559399.47831401,0.0,92928119.32073315,0.0,48758435.56881222,0.0,73957500.42751315,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,312903446.3638326,0.0,14093307.03785499,15502637.741640486 - 03/10 08:00:00,71790380.2391067,0.0,91343950.41834733,0.0,46796032.072427559,0.0,71760994.65998408,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806395,300352327.84614017,0.0,56373228.15141996,38756594.35410121 - 03/10 09:00:00,58460111.4881577,0.0,90794250.43282365,0.0,49460901.67279327,0.0,74543921.75238098,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,347742951.8844209,0.0,56373228.15141996,38756594.35410121 - 03/10 10:00:00,50575413.723697569,0.0,88930890.42248318,0.0,55299908.5789723,0.0,80324132.01133916,0.0,7466.73906764187,7349.845874619138,7359.316901211759,8859.000880804424,386855994.5438901,0.0,28186614.07570998,0.0 - 03/10 11:00:00,41779461.93186216,0.0,89174127.91138295,0.0,56832701.774219628,0.0,82369495.25837785,0.0,7436.2812468511669,7319.864876694814,7329.297269711513,8822.86383908275,381425692.91226747,0.0,28186614.07570998,0.0 - 03/10 12:00:00,32766480.26278344,0.0,94437604.34678963,0.0,60905106.7974216,0.0,87096938.46318983,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,349553427.7498371,0.0,28186614.07570998,0.0 - 03/10 13:00:00,28136097.70126461,0.0,89170009.93090421,0.0,58909885.656200949,0.0,81023233.33450097,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,331722993.16113606,0.0,28186614.07570998,0.0 - 03/10 14:00:00,26248074.701864534,0.0,83956964.63297773,0.0,54454818.71184938,0.0,76357974.85878869,0.0,7482.790069398141,7365.6455949486039,7375.136981093513,8878.044781683835,352983655.6431271,0.0,28186614.07570998,0.0 - 03/10 15:00:00,32184798.12463501,0.0,78202211.48093592,0.0,48209842.46584414,0.0,70450095.03612629,0.0,10014.884697793233,9858.099809574387,9870.802977374355,11882.278402280495,378900784.30082228,0.0,28186614.07570998,0.0 - 03/10 16:00:00,41962810.01293638,0.0,79351058.27168305,0.0,44448714.76682681,0.0,68227885.8012453,0.0,12543.426172538224,12347.056495833298,12362.966938366037,14882.296341703524,421679154.2670794,0.0,28186614.07570998,0.0 - 03/10 17:00:00,57093137.651761028,0.0,82945257.01254475,0.0,43286465.317680258,0.0,68587497.53226097,0.0,15104.532257874936,14868.067987630193,14887.227010784409,17920.950948526024,477923159.0515831,0.0,35233267.594637479,0.0 - 03/10 18:00:00,82229996.6619046,0.0,102729362.90422526,0.0,55583302.9797423,0.0,84720651.99246755,0.0,17560.796641553512,17285.879094166616,17308.15371371245,20835.21487838493,588027474.1184827,0.0,14093307.03785499,0.0 - 03/10 19:00:00,84400268.63517049,0.0,104499502.9033806,0.0,53221329.837806168,0.0,82062589.16329621,0.0,10014.884697793233,9858.099809574387,9870.802977374355,11882.278402280495,474037527.73293438,0.0,63419881.67034747,0.0 - 03/10 20:00:00,74334272.25853953,0.0,94145555.29100128,0.0,41656302.36659007,0.0,68298126.93949783,0.0,7498.4369936266289,7381.047563659363,7390.558796813003,8896.609260001118,390634206.26638916,0.0,63419881.67034747,69761869.8373822 - 03/10 21:00:00,81422676.31413883,0.0,100733018.79284513,0.0,47112412.0717325,0.0,75141616.27470625,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,378893489.991688,0.0,49326574.63249246,69761869.8373822 - 03/10 22:00:00,87922314.63216013,0.0,106872925.90221302,0.0,52277033.8497989,0.0,81632248.0576547,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,403051820.3214793,0.0,35233267.594637479,69761869.8373822 - 03/10 23:00:00,95005973.14408589,0.0,112848255.40719927,0.0,57220819.807172808,0.0,88068304.12119141,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,427006452.07847025,0.0,35233267.594637479,62010550.96656194 - 03/10 24:00:00,101865256.14420064,0.0,119503369.41376402,0.0,62671913.34441221,0.0,95011017.69002226,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,452914656.19122,0.0,35233267.594637479,46507913.22492146 - 03/11 01:00:00,112323704.27738004,0.0,129629350.73789616,0.0,71992394.51125016,0.0,106488081.84559557,0.0,2463.2203210024774,2424.6581473638868,2427.782566866477,2922.5168839692657,457290971.88124957,0.0,21139960.556782485,23253956.61246073 - 03/11 02:00:00,71619440.70051289,0.0,87378164.0155753,0.0,36262493.168114248,0.0,60906955.266319397,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.665305695209,274550458.4206778,0.0,14093307.03785499,0.0 - 03/11 03:00:00,103165271.15957277,0.0,119110471.5610342,0.0,63668018.721616659,0.0,96577250.29367769,0.0,1222.8720594892826,1203.7277692714206,1205.2788953640659,1450.8910186877686,400818982.8100265,0.0,14093307.03785499,0.0 - 03/11 04:00:00,106985501.57243039,0.0,122728092.76297711,0.0,67461440.92923227,0.0,100693978.73835431,0.0,1222.8720594892826,1203.7277692714206,1205.2788953640659,1450.8910186877686,416166985.07711926,0.0,14093307.03785499,0.0 - 03/11 05:00:00,110493433.17933735,0.0,126156489.932847,0.0,70577190.87294063,0.0,104332447.71347341,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,429769133.19125226,0.0,14093307.03785499,0.0 - 03/11 06:00:00,113948803.26077323,0.0,129662597.46674884,0.0,73490695.19924963,0.0,107890359.08527646,0.0,1213.660683692166,1194.6605992807884,1196.200041399434,1439.9620729243207,443152595.24231639,0.0,14093307.03785499,0.0 - 03/11 07:00:00,102839373.68019451,0.0,119773311.6666712,0.0,64725199.61944164,0.0,97139533.7652603,0.0,4843.4602796413769,4767.635005416969,4773.778589743836,5746.58073554931,456950655.3288331,0.0,14093307.03785499,15502637.741640486 - 03/11 08:00:00,76800321.86809896,0.0,105689917.00545644,0.0,52152191.89550356,0.0,81684909.13436044,0.0,19418.570939074656,19114.569588492614,19139.200662390944,23039.39316678913,606889583.5877099,0.0,56373228.15141996,38756594.35410121 - 03/11 09:00:00,63122623.66518887,0.0,108781897.46718917,0.0,57879344.87022462,0.0,88503370.18501117,0.0,17120.208832849956,16852.188769799883,16873.904535096925,20312.47426162876,574458831.2253658,0.0,56373228.15141996,38756594.35410121 - 03/11 10:00:00,52262102.15047598,0.0,112709321.04177113,0.0,66388775.407553989,0.0,97403578.70896858,0.0,12260.114129103464,12068.179755290317,12083.730836678511,14546.157416853735,512213233.0053034,0.0,28186614.07570998,0.0 - 03/11 11:00:00,41167691.66587264,0.0,114818758.55191612,0.0,69077173.80944748,0.0,100718891.8619683,0.0,9852.881284009909,9698.632589455547,9711.130267465907,11690.067535877062,473212277.92571488,0.0,28186614.07570998,0.0 - 03/11 12:00:00,36442370.230551939,0.0,117422590.44553265,0.0,72751004.50357847,0.0,104161441.30751689,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,404640506.0860008,0.0,28186614.07570998,0.0 - 03/11 13:00:00,29583625.641308994,0.0,111422440.3409608,0.0,69931631.84599811,0.0,95858879.93031064,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,381143875.6382311,0.0,28186614.07570998,0.0 - 03/11 14:00:00,25655274.682919925,0.0,97128956.22597869,0.0,61331312.21963139,0.0,85568167.61061067,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,344167477.2774059,0.0,28186614.07570998,0.0 - 03/11 15:00:00,26708538.87805244,0.0,87269575.834767,0.0,52098880.38428582,0.0,76038593.38857125,0.0,7498.4369936266289,7381.047563659363,7390.558796813003,8896.609260001118,354315537.8964369,0.0,28186614.07570998,0.0 - 03/11 16:00:00,36562271.267041269,0.0,83129953.61320585,0.0,45534366.842445779,0.0,70362033.5766809,0.0,12518.605872241542,12322.624761967982,12338.503721717942,14852.848002850618,422905921.79097488,0.0,28186614.07570998,0.0 - 03/11 17:00:00,52814581.91161912,0.0,84729571.41814262,0.0,42835111.72660766,0.0,69315899.44785796,0.0,12543.426172538224,12347.056495833298,12362.966938366037,14882.296341703524,437383849.9186152,0.0,35233267.594637479,0.0 - 03/11 18:00:00,80966417.2128481,0.0,103746525.57425052,0.0,55864761.33960679,0.0,85919832.25959045,0.0,17526.048221138157,17251.674666755174,17273.905210405115,20793.987203990862,588741751.4745374,0.0,14093307.03785499,0.0 - 03/11 19:00:00,82796974.40330459,0.0,104518259.72670755,0.0,52856639.939913857,0.0,82111285.29179642,0.0,17526.048221138157,17251.674666755174,17273.905210405115,20793.987203990862,584527374.4499639,0.0,63419881.67034747,0.0 - 03/11 20:00:00,72698698.9592021,0.0,93147724.8475706,0.0,41221353.285822208,0.0,67964445.98339813,0.0,9977.05342586419,9820.860793264808,9833.515974791351,11837.393042245114,424319986.72618868,0.0,63419881.67034747,69761869.8373822 - 03/11 21:00:00,79204060.58515036,0.0,98615626.92490627,0.0,46206819.4162045,0.0,74045603.39052835,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,447039643.39331999,0.0,49326574.63249246,69761869.8373822 - 03/11 22:00:00,85987044.05678317,0.0,104766748.26103267,0.0,51541650.171033937,0.0,80682803.90595453,0.0,4957.520831234111,4879.909917796544,4886.198179807675,5881.909226055165,397158183.7524209,0.0,35233267.594637479,69761869.8373822 - 03/11 23:00:00,91560460.45163954,0.0,109984946.2956193,0.0,55556241.141994509,0.0,85868756.03799418,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,417007914.9935314,0.0,35233267.594637479,62010550.96656194 - 03/11 24:00:00,97009288.67611891,0.0,115022369.59899879,0.0,60007085.916795279,0.0,91373701.45695602,0.0,2474.00116849884,2435.2702186815288,2438.408312921163,2935.307947993451,400431201.1820109,0.0,35233267.594637479,46507913.22492146 - 03/12 01:00:00,106969995.82761127,0.0,124538540.54363539,0.0,69153117.90953863,0.0,102466668.41754949,0.0,2468.1731204176896,2429.53340978031,2432.6641115561317,2928.393191415438,440059872.4977452,0.0,21139960.556782485,23253956.61246073 - 03/12 02:00:00,65479506.60951753,0.0,81346945.06074457,0.0,33361077.634628547,0.0,56136475.19734271,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,254789779.4019386,0.0,14093307.03785499,0.0 - 03/12 03:00:00,93916658.09327553,0.0,109709390.37819286,0.0,58239025.03801534,0.0,88891390.48342821,0.0,1231.6101605012387,1212.3290736819434,1213.8912834332385,1461.2584419846328,369185184.2474758,0.0,14093307.03785499,0.0 - 03/12 04:00:00,93571489.66943252,0.0,108413696.75936774,0.0,59770721.54606671,0.0,89306439.31399791,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,369528122.1885701,0.0,14093307.03785499,0.0 - 03/12 05:00:00,93084386.16946087,0.0,107386915.01312474,0.0,60285942.024007279,0.0,89164210.1159924,0.0,1234.0865602088448,1214.766704890155,1216.3320557780658,1464.196595707719,368387228.2222905,0.0,14093307.03785499,0.0 - 03/12 06:00:00,92488353.73743609,0.0,106486297.8565132,0.0,60276965.9558849,0.0,88698667.61849483,0.0,1237.00058424942,1217.6351093407644,1219.2041564605816,1467.6539739967255,366459662.9348999,0.0,14093307.03785499,0.0 - 03/12 07:00:00,83075070.84568131,0.0,97778180.56299362,0.0,53503396.01702941,0.0,80030923.68196914,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,388425082.17395737,0.0,14093307.03785499,15502637.741640486 - 03/12 08:00:00,69580158.22061423,0.0,89136150.54699369,0.0,47591827.86571847,0.0,72249896.07940173,0.0,19874.82282210369,19563.678763179127,19588.88856008866,23580.718609798,575947224.2313383,0.0,56373228.15141996,38756594.35410121 - 03/12 09:00:00,63276094.475294318,0.0,90355572.1112158,0.0,52917920.49836072,0.0,77748535.09779357,0.0,17422.39115783103,17149.64037411132,17171.73943616077,20671.00205521031,544991305.0665927,0.0,56373228.15141996,38756594.35410121 - 03/12 10:00:00,35629637.9552278,0.0,84156909.24724463,0.0,52777856.140990968,0.0,76132495.6001527,0.0,12497.394989377714,12301.745939432274,12317.597994688338,14827.682100001863,435696814.6282168,0.0,28186614.07570998,0.0 - 03/12 11:00:00,14679806.044903404,0.0,74772088.37398906,0.0,47903955.469700139,0.0,69483660.00335159,0.0,10102.717122718881,9944.557201502701,9957.371778476689,11986.488221684996,358007593.45972397,0.0,28186614.07570998,0.0 - 03/12 12:00:00,4358546.769906872,0.0,67699042.87808134,0.0,44849908.00508264,0.0,64403322.7925346,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,257247865.8008059,0.0,28186614.07570998,0.0 - 03/12 13:00:00,11747612.474763534,0.0,61430618.83976385,0.0,40990824.30493902,0.0,57413259.085262197,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,247616386.65713964,0.0,28186614.07570998,0.0 - 03/12 14:00:00,14482047.784682235,0.0,57006298.445758629,0.0,36850636.63102841,0.0,53273198.435902688,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,237758548.02096267,0.0,28186614.07570998,0.0 - 03/12 15:00:00,6910285.839036538,0.0,50795755.324425239,0.0,30877524.01984325,0.0,46305502.98379275,0.0,7652.8597946056529,7533.0528468815159,7542.759954357443,9079.826018682028,249399663.1793937,0.0,28186614.07570998,0.0 - 03/12 16:00:00,25997426.130386056,0.0,56247648.93411997,0.0,31491705.675451608,0.0,49099035.80002345,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,353686808.2271409,0.0,28186614.07570998,0.0 - 03/12 17:00:00,37593682.84277348,0.0,61716780.39488703,0.0,31664722.65677883,0.0,51195386.41176828,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,372761751.6568417,0.0,35233267.594637479,0.0 - 03/12 18:00:00,56539246.798424188,0.0,75819899.86215265,0.0,39933447.75663527,0.0,62614197.75975795,0.0,17832.36392146294,17553.194937648233,17575.81402094276,21157.419089637096,501734443.2678578,0.0,14093307.03785499,0.0 - 03/12 19:00:00,56487842.44044863,0.0,74658598.57643181,0.0,35116119.12788511,0.0,56822770.86711401,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,489597614.54444709,0.0,63419881.67034747,0.0 - 03/12 20:00:00,46528428.088502157,0.0,63542912.7872873,0.0,23287057.602968877,0.0,42527284.55693957,0.0,10177.878620606105,10018.542032119136,10031.451946098849,12075.66446983743,328178416.4828794,0.0,63419881.67034747,69761869.8373822 - 03/12 21:00:00,53612367.71040441,0.0,69672421.60218096,0.0,28384266.254878958,0.0,48913941.53153422,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,352457087.8093994,0.0,49326574.63249246,69761869.8373822 - 03/12 22:00:00,61053160.45830354,0.0,76495125.24506147,0.0,33859499.67384432,0.0,55903110.99695269,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,303127407.4852482,0.0,35233267.594637479,69761869.8373822 - 03/12 23:00:00,65586331.96546976,0.0,80502133.33581528,0.0,37029723.83068693,0.0,59927682.64090114,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,318862382.8839593,0.0,35233267.594637479,62010550.96656194 - 03/12 24:00:00,71558326.92674463,0.0,86218679.54541327,0.0,41912074.399432707,0.0,65996339.18756522,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,303531190.55061379,0.0,35233267.594637479,46507913.22492146 - 03/13 01:00:00,81513234.2024357,0.0,95543800.93171764,0.0,51133831.00059415,0.0,77119773.24538085,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,343102660.27207329,0.0,21139960.556782485,23253956.61246073 - 03/13 02:00:00,38979515.33605526,0.0,52183324.72010365,0.0,15011618.009133915,0.0,31265677.609810994,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,156394263.45287536,0.0,14093307.03785499,0.0 - 03/13 03:00:00,68191892.1528276,0.0,80628730.3027115,0.0,40398798.54258266,0.0,63091410.52377833,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,271173594.624526,0.0,14093307.03785499,0.0 - 03/13 04:00:00,73550990.67118569,0.0,85662692.80412868,0.0,45323994.36880128,0.0,69023690.01393137,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,292330236.39948579,0.0,14093307.03785499,0.0 - 03/13 05:00:00,77652569.32647455,0.0,89602780.70382066,0.0,49078935.93213494,0.0,73403711.50325215,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,308437989.0341424,0.0,14093307.03785499,0.0 - 03/13 06:00:00,81166925.72060625,0.0,93038521.52464828,0.0,52232036.55111423,0.0,77150791.48880092,0.0,1244.456511273645,1224.9743124365235,1226.5528168686265,1476.500146800737,322209216.919736,0.0,14093307.03785499,0.0 - 03/13 07:00:00,66147839.2669148,0.0,79286620.03084795,0.0,40963212.58273626,0.0,62976055.58184296,0.0,4977.82604509458,4899.897249746094,4906.211267474506,5906.000587202948,323857494.00060728,0.0,14093307.03785499,15502637.741640486 - 03/13 08:00:00,43025316.373041559,0.0,67999459.27359692,0.0,34704005.27204538,0.0,53804188.49274797,0.0,20069.48187606116,19755.29039333328,19780.74710138566,23811.674146725636,499834866.07445248,0.0,56373228.15141996,38756594.35410121 - 03/13 09:00:00,27554092.62523663,0.0,68294334.77363546,0.0,39378232.86993989,0.0,57732682.777726057,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,456638611.5067634,0.0,56373228.15141996,38756594.35410121 - 03/13 10:00:00,3762187.9127302386,0.0,58350785.18770101,0.0,34631527.89512609,0.0,51811190.76421173,0.0,12687.375374688218,12488.752146369934,12504.845178210964,15053.086575175634,338398305.1477702,0.0,28186614.07570998,0.0 - 03/13 11:00:00,0.0,0.0,54690729.92829898,0.0,32948788.919934386,0.0,49608297.41919649,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,290094767.2825415,0.0,28186614.07570998,0.0 - 03/13 12:00:00,0.0,12463004.476475098,53620251.72040226,0.0,34289335.35830138,0.0,50378899.05612256,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,214628882.80969013,12463004.476475098,28186614.07570998,0.0 - 03/13 13:00:00,0.0,19454812.843812527,48473754.282271187,0.0,32933050.103823835,0.0,44458219.47851983,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,202205420.53947879,19454812.843812527,28186614.07570998,0.0 - 03/13 14:00:00,0.0,24128453.93088063,37649444.28588428,0.0,26748528.447943495,0.0,36839185.91242579,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,177660634.1538094,24128453.93088063,28186614.07570998,0.0 - 03/13 15:00:00,0.0,16341368.80809797,32632357.48526135,0.0,20519396.498263536,0.0,31649600.994614129,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,199436568.23947279,16341368.80809797,28186614.07570998,0.0 - 03/13 16:00:00,0.0,1980637.1332020323,37404208.8379225,0.0,19392732.48338837,0.0,33326800.48805363,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,280714921.1599986,1980637.1332020323,28186614.07570998,0.0 - 03/13 17:00:00,11920975.369906119,0.0,47769279.31983817,0.0,21953427.82968534,0.0,38797646.25025611,0.0,12722.348275757631,12523.17754014892,12539.314932623558,15094.580587296787,310807245.5786626,0.0,35233267.594637479,0.0 - 03/13 18:00:00,42723562.44459709,0.0,68935120.2269509,0.0,34981699.113502237,0.0,56364163.887809228,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,469123797.50629797,0.0,14093307.03785499,0.0 - 03/13 19:00:00,46174340.05917154,0.0,70536891.62004879,0.0,31951737.807692209,0.0,53102045.562842037,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,467544673.7929561,0.0,63419881.67034747,0.0 - 03/13 20:00:00,38956132.63697,0.0,61853078.063892778,0.0,21859694.250934423,0.0,41167980.09743969,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,315469907.27140918,0.0,63419881.67034747,69761869.8373822 - 03/13 21:00:00,46256195.95501907,0.0,67900785.01020992,0.0,26465834.283854806,0.0,47211012.22464511,0.0,10149.900299750574,9991.001717095949,10003.876142568772,12042.469260140506,339707918.18412986,0.0,49326574.63249246,69761869.8373822 - 03/13 22:00:00,53004906.291498709,0.0,73329844.83940764,0.0,30909875.949020167,0.0,52839992.42204258,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,286021664.8571695,0.0,35233267.594637479,69761869.8373822 - 03/13 23:00:00,58270162.503451649,0.0,77425710.40528938,0.0,34231723.637342218,0.0,56994609.659818489,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,302859251.56110218,0.0,35233267.594637479,62010550.96656194 - 03/13 24:00:00,65006150.062139619,0.0,83116539.62545899,0.0,39359963.5803712,0.0,63230433.54490196,0.0,2533.4473617354,2493.7857706732945,2496.9992681742285,3005.8385870679296,288621342.36841478,0.0,35233267.594637479,46507913.22492146 - 03/14 01:00:00,76571621.36070258,0.0,93931560.13443505,0.0,49299847.90428433,0.0,75414974.8930734,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,333063774.78395339,0.0,21139960.556782485,23253956.61246073 - 03/14 02:00:00,38098137.912963788,0.0,54002177.51129286,0.0,15702632.17884029,0.0,32742836.046385476,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106244,159441794.0954549,0.0,14093307.03785499,0.0 - 03/14 03:00:00,66484170.67934072,0.0,81694683.67747063,0.0,40289297.291716288,0.0,63762855.445399,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,271127017.5398991,0.0,14093307.03785499,0.0 - 03/14 04:00:00,68996235.88827782,0.0,83233156.18386197,0.0,42604409.38327858,0.0,66241285.09082505,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,279971096.9922159,0.0,14093307.03785499,0.0 - 03/14 05:00:00,69648188.64851062,0.0,83259652.4170775,0.0,43504114.77558218,0.0,66786526.51149097,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,282121367.5983903,0.0,14093307.03785499,0.0 - 03/14 06:00:00,71989307.55571296,0.0,85346956.9954298,0.0,45512159.99454926,0.0,69062444.32604243,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,290773631.9743604,0.0,14093307.03785499,0.0 - 03/14 07:00:00,67679992.6451754,0.0,80785983.33392053,0.0,42036911.88281153,0.0,64490278.410748649,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,330684707.25557216,0.0,14093307.03785499,15502637.741640486 - 03/14 08:00:00,64113487.79538568,0.0,78010004.97752877,0.0,40334620.00672078,0.0,61755950.55024795,0.0,20325.73814509579,20007.534922671613,20033.31667354611,24115.71242803207,548350351.1395272,0.0,56373228.15141996,38756594.35410121 - 03/14 09:00:00,72908081.44293602,0.0,86536739.06671639,0.0,48873006.45024097,0.0,71959288.07840902,0.0,17856.672854079854,17577.1233093902,17599.773226834033,21186.26071025806,547468503.4003261,0.0,56373228.15141996,38756594.35410121 - 03/14 10:00:00,73993423.79779873,0.0,86711754.4089435,0.0,54298010.18931925,0.0,77470738.15054803,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,483324918.2337693,0.0,28186614.07570998,0.0 - 03/14 11:00:00,71850018.47782542,0.0,83489948.6356758,0.0,52031063.7864363,0.0,74836161.45558197,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,435054143.37063118,0.0,28186614.07570998,0.0 - 03/14 12:00:00,70063126.16277708,0.0,81584725.86890781,0.0,50699486.17533241,0.0,73254053.91857435,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,351941788.80045559,0.0,28186614.07570998,0.0 - 03/14 13:00:00,68364096.91479913,0.0,80946635.87308887,0.0,49850698.11075409,0.0,72134958.03401339,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,347636785.6075194,0.0,28186614.07570998,0.0 - 03/14 14:00:00,69185366.0360651,0.0,81753540.16092536,0.0,49972975.30064306,0.0,72528616.47344855,0.0,5094.961120417984,5015.198553613783,5021.661148840788,6044.976882753457,349676969.71133568,0.0,28186614.07570998,0.0 - 03/14 15:00:00,71086827.19196804,0.0,83688722.29827713,0.0,50510090.79105388,0.0,73554191.78620884,0.0,7642.4416806269759,7522.797830420672,7532.491723261182,9067.465324130186,393194539.6778883,0.0,28186614.07570998,0.0 - 03/14 16:00:00,72444787.26015386,0.0,84852257.55461078,0.0,50441642.616728197,0.0,73683445.29594997,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,472273124.41460266,0.0,28186614.07570998,0.0 - 03/14 17:00:00,73730158.3270845,0.0,85803031.64243695,0.0,49733998.26026502,0.0,73113520.87230224,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,473231700.7892486,0.0,35233267.594637479,0.0 - 03/14 18:00:00,78019612.98515487,0.0,89256764.11484485,0.0,51972769.50601068,0.0,75995295.41870542,0.0,17898.428640606744,17618.22540128948,17640.928282973928,21235.802357055854,563060626.8796494,0.0,14093307.03785499,0.0 - 03/14 19:00:00,63288340.27242454,0.0,74707002.31910785,0.0,37001230.552139658,0.0,57666017.84358811,0.0,17916.195447042668,17635.714065056254,17658.439482668997,21256.881994691383,500744622.5493137,0.0,63419881.67034747,0.0 - 03/14 20:00:00,49373598.309200439,0.0,60868035.28883294,0.0,23060337.63395101,0.0,40879744.13019896,0.0,10227.67350891814,10067.55737216542,10080.530447413672,12134.744204031917,327219535.2792883,0.0,63419881.67034747,69761869.8373822 - 03/14 21:00:00,51678745.02033324,0.0,63023586.738978799,0.0,25179012.578430259,0.0,43410768.070895519,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,336481844.72981128,0.0,49326574.63249246,69761869.8373822 - 03/14 22:00:00,53927971.90831215,0.0,65087829.394922379,0.0,27383733.528812015,0.0,46044384.65680898,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,269038785.6494422,0.0,35233267.594637479,69761869.8373822 - 03/14 23:00:00,58675400.96793619,0.0,70762833.76337229,0.0,30325257.342264158,0.0,50726219.85952973,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,287084578.0936891,0.0,35233267.594637479,62010550.96656194 - 03/14 24:00:00,63565919.91143614,0.0,75994414.98908179,0.0,34254556.84541007,0.0,55959597.777822289,0.0,2559.4564924346675,2519.3877235794659,2522.634211809857,3036.6974278130549,268071922.60404367,0.0,35233267.594637479,46507913.22492146 - 03/15 01:00:00,70535545.0286054,0.0,82641849.38398102,0.0,41349754.104807328,0.0,64344893.63014618,0.0,2562.3580673018097,2522.243873750775,2525.4940424221829,3040.1400356329975,297212891.81632789,0.0,21139960.556782485,23253956.61246073 - 03/15 02:00:00,33276094.83492433,0.0,43490532.10496942,0.0,10116776.711948352,0.0,24352569.66447649,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,130406398.15071258,0.0,14093307.03785499,0.0 - 03/15 03:00:00,52969174.34578697,0.0,63133632.23565908,0.0,28129089.686676418,0.0,46698098.42476725,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,210120944.13785953,0.0,14093307.03785499,0.0 - 03/15 04:00:00,55495587.92058175,0.0,65257010.80225068,0.0,31366163.16391545,0.0,50108520.54101038,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,221312381.59647424,0.0,14093307.03785499,0.0 - 03/15 05:00:00,59929796.6809461,0.0,69601575.00095856,0.0,35956992.60090146,0.0,55301832.060901168,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,239774457.68250744,0.0,14093307.03785499,0.0 - 03/15 06:00:00,63512716.69065199,0.0,73437293.28301446,0.0,39024224.29616295,0.0,59124349.56859928,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,254052711.61620016,0.0,14093307.03785499,0.0 - 03/15 07:00:00,58530124.17364157,0.0,68344309.9624084,0.0,35408334.1106074,0.0,54300296.029359158,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,292520109.63121697,0.0,14093307.03785499,15502637.741640486 - 03/15 08:00:00,56133691.612280968,0.0,67435876.63960642,0.0,35598238.75197342,0.0,53670733.33674799,0.0,20267.5788938832,19950.286165386355,19975.994145393826,24046.708696543436,516104584.78495338,0.0,56373228.15141996,38756594.35410121 - 03/15 09:00:00,59766594.43564218,0.0,72855321.87085441,0.0,42838359.732018347,0.0,62584406.07136856,0.0,17785.020876958813,17506.593057337657,17529.152089352843,21101.24837452806,504163933.94332209,0.0,56373228.15141996,38756594.35410121 - 03/15 10:00:00,62420484.67913096,0.0,77319143.52388841,0.0,50041734.2830559,0.0,70546152.30474675,0.0,12703.586340684868,12504.709326669756,12520.822920966317,15072.320267520045,450412694.6718496,0.0,28186614.07570998,0.0 - 03/15 11:00:00,64844160.27636611,0.0,75840989.36060398,0.0,47737307.48865,0.0,68057441.75951509,0.0,10227.67350891814,10067.55737216542,10080.530447413672,12134.744204031917,409517718.80224016,0.0,28186614.07570998,0.0 - 03/15 12:00:00,60414640.37948748,0.0,70763954.49695218,0.0,43641096.721237879,0.0,62983213.410465057,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,314484604.34571859,0.0,28186614.07570998,0.0 - 03/15 13:00:00,53054563.87579827,0.0,64798255.2957565,0.0,39960804.67169691,0.0,57814991.13826732,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,292457190.81034269,0.0,28186614.07570998,0.0 - 03/15 14:00:00,35940535.08989261,0.0,53962067.94440645,0.0,34133039.94556567,0.0,49424821.037866178,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,250419832.94027744,0.0,28186614.07570998,0.0 - 03/15 15:00:00,28783417.54310908,0.0,48154584.128937449,0.0,29552872.50362035,0.0,43805153.643678728,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,265831842.7073215,0.0,28186614.07570998,0.0 - 03/15 16:00:00,43158728.74928884,0.0,58360227.407583188,0.0,32944649.183760175,0.0,50246206.69454886,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,377108234.34154739,0.0,28186614.07570998,0.0 - 03/15 17:00:00,53554011.061547819,0.0,65673280.03952259,0.0,36076424.66344002,0.0,54963540.262131009,0.0,12836.330100592057,12635.374958252272,12651.656928551894,15229.815671509095,402338695.5987005,0.0,35233267.594637479,0.0 - 03/15 18:00:00,59497870.64035602,0.0,69995277.20869257,0.0,38738517.79287688,0.0,58476187.67259173,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,495607868.7154,0.0,14093307.03785499,0.0 - 03/15 19:00:00,52562692.51776469,0.0,63233616.291172597,0.0,29515701.299763208,0.0,47405443.54788036,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,461617469.05746367,0.0,63419881.67034747,0.0 - 03/15 20:00:00,38949180.743305239,0.0,49600036.38938391,0.0,15831015.405722063,0.0,30786887.146251028,0.0,10269.064080473645,10108.29996660182,10121.325542841514,12183.852537207275,288824271.34230956,0.0,63419881.67034747,69761869.8373822 - 03/15 21:00:00,40986194.83906376,0.0,51433141.294148,0.0,17820477.932231759,0.0,33127225.37776204,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,297170882.3599499,0.0,49326574.63249246,69761869.8373822 - 03/15 22:00:00,45374538.6945665,0.0,56175119.84231929,0.0,21643452.19518322,0.0,38229741.09062222,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,238186649.60257066,0.0,35233267.594637479,69761869.8373822 - 03/15 23:00:00,50342035.98444432,0.0,61384206.17364447,0.0,25547600.31900769,0.0,43299767.786787468,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,257168476.42447064,0.0,35233267.594637479,62010550.96656194 - 03/15 24:00:00,55581771.188241738,0.0,66557597.58812034,0.0,30220798.031552964,0.0,49076076.483982447,0.0,2556.918377229535,2516.889343041355,2520.132611853418,3033.686051007979,239695698.27117373,0.0,35233267.594637479,46507913.22492146 - 03/16 01:00:00,65487732.82716225,0.0,76276015.42715831,0.0,39540151.88169885,0.0,60350537.146993298,0.0,2550.953264868551,2511.0176156271725,2514.253318119148,3026.6086728940088,279824635.62044468,0.0,21139960.556782485,23253956.61246073 - 03/16 02:00:00,32631070.400216987,0.0,42230712.30070633,0.0,11331457.06583526,0.0,24712656.891330944,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,129965014.59315293,0.0,14093307.03785499,0.0 - 03/16 03:00:00,55991461.7213381,0.0,66189546.83252405,0.0,31565556.04491479,0.0,50519627.233280349,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,223302783.512955,0.0,14093307.03785499,0.0 - 03/16 04:00:00,60033353.91135767,0.0,70340244.26743928,0.0,35209450.08698727,0.0,55094758.8567713,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,239662068.46135567,0.0,14093307.03785499,0.0 - 03/16 05:00:00,63325247.84764036,0.0,73822458.8861961,0.0,38247518.192651327,0.0,58777918.30962442,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,253127271.01388369,0.0,14093307.03785499,0.0 - 03/16 06:00:00,66299217.021713558,0.0,77056539.1568555,0.0,40782994.168362278,0.0,61969789.83729585,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,265031425.42995615,0.0,14093307.03785499,0.0 - 03/16 07:00:00,55207762.77770364,0.0,67534826.27966716,0.0,32539212.0882081,0.0,51906642.579926747,0.0,1258.7110214895782,1239.0056656358498,1240.6022508987008,1493.4125790438353,226022677.18695034,0.0,14093307.03785499,15502637.741640486 - 03/16 08:00:00,46769743.02753471,0.0,68519579.83494509,0.0,35487168.791328098,0.0,54420812.0790938,0.0,5034.844085958313,4956.022662543399,4962.409003594803,5973.650316175341,280534237.57868036,0.0,56373228.15141996,38756594.35410121 - 03/16 09:00:00,30222517.213120048,0.0,64482934.013844329,0.0,33844960.1130712,0.0,49282233.554194469,0.0,12563.576635376856,12366.891499417125,12382.827501376501,14906.204096671105,365822843.9324598,0.0,56373228.15141996,38756594.35410121 - 03/16 10:00:00,20494218.91470337,0.0,70141389.86213476,0.0,40486422.12301783,0.0,61214949.042038608,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,380679314.55634126,0.0,28186614.07570998,0.0 - 03/16 11:00:00,9994700.115293913,0.0,66485618.60734577,0.0,41567186.85726716,0.0,61248590.93539382,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,367638431.1297474,0.0,28186614.07570998,0.0 - 03/16 12:00:00,11189837.408458697,0.0,66550435.90048511,0.0,43983669.89116086,0.0,63640275.035054448,0.0,7552.266128937468,7434.033993815096,7443.613505392204,8960.475474263012,298369619.00382718,0.0,28186614.07570998,0.0 - 03/16 13:00:00,30340565.813691029,0.0,74563216.40602193,0.0,47522462.623650427,0.0,67396362.49970675,0.0,7538.145981226114,7420.134899650274,7429.696500825899,8943.722458002665,332616726.76600798,0.0,28186614.07570998,0.0 - 03/16 14:00:00,17757871.671210108,0.0,67060132.7717991,0.0,43764938.35178729,0.0,62043054.061627257,0.0,7538.145981226114,7420.134899650274,7429.696500825899,8943.722458002665,303420116.2793616,0.0,28186614.07570998,0.0 - 03/16 15:00:00,24313979.982378536,0.0,65114138.507663119,0.0,40181903.3012512,0.0,59228654.249279249,0.0,7552.266128937468,7434.033993815096,7443.613505392204,8960.475474263012,301844076.80924019,0.0,28186614.07570998,0.0 - 03/16 16:00:00,28866247.68641589,0.0,62981445.254311,0.0,36290084.00776754,0.0,55947863.44175357,0.0,17621.954300854093,17346.07931890189,17368.43151258181,20907.77610661369,447764908.8504734,0.0,28186614.07570998,0.0 - 03/16 17:00:00,46380143.85679993,0.0,71108374.07302943,0.0,37671980.520868647,0.0,59980325.04283068,0.0,22656.798386812407,22302.101981445296,22330.840516176613,26881.42642278903,554157025.7995328,0.0,35233267.594637479,0.0 - 03/16 18:00:00,72802518.58062133,0.0,92526502.25748347,0.0,49983043.45009084,0.0,76877589.85210145,0.0,17589.0072895276,17313.648099183974,17335.958501927096,20868.685735339546,555375932.7938187,0.0,14093307.03785499,0.0 - 03/16 19:00:00,75718414.1239147,0.0,95365802.43236096,0.0,47869093.83005005,0.0,75004846.646109,0.0,17560.796641553512,17285.879094166616,17308.15371371245,20835.21487838493,556722316.6125777,0.0,63419881.67034747,0.0 - 03/16 20:00:00,67627634.60360237,0.0,86896940.32213006,0.0,37644317.8759277,0.0,63089173.84951295,0.0,14996.873987253257,14762.095127318726,14781.117593626006,17793.218520002236,479657965.47269389,0.0,63419881.67034747,69761869.8373822 - 03/16 21:00:00,76560833.4984864,0.0,95576834.86798045,0.0,44268926.14038356,0.0,71710296.05352549,0.0,12444.565112736449,12249.743124365232,12265.528168686265,14765.001468007371,474326306.906039,0.0,49326574.63249246,69761869.8373822 - 03/16 22:00:00,83674972.10085587,0.0,102269839.67813614,0.0,49848260.3589828,0.0,78722943.51287759,0.0,9937.411411051846,9781.839381589563,9794.44428004433,11790.359304899002,463210611.4101575,0.0,35233267.594637479,69761869.8373822 - 03/16 23:00:00,88324678.60098078,0.0,106397302.82853379,0.0,53485151.05696523,0.0,83132497.30045043,0.0,7436.2812468511669,7319.864876694814,7329.297269711513,8822.86383908275,442609535.8233551,0.0,35233267.594637479,62010550.96656194 - 03/16 24:00:00,94784865.20019531,0.0,112771978.3012815,0.0,58793647.652686107,0.0,89807424.8121378,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,430195427.0325846,0.0,35233267.594637479,46507913.22492146 - 03/17 01:00:00,105522046.74601554,0.0,123718747.76429796,0.0,68248640.41105487,0.0,101742144.2195394,0.0,2474.00116849884,2435.2702186815288,2438.408312921163,2935.307947993451,436250334.6740497,0.0,21139960.556782485,23253956.61246073 - 03/17 02:00:00,67979947.78919211,0.0,85164638.3031592,0.0,35187828.411291528,0.0,59486175.8886731,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,266163535.96196933,0.0,14093307.03785499,0.0 - 03/17 03:00:00,101021643.04754836,0.0,118557601.54303508,0.0,63317906.25388998,0.0,96590009.22931966,0.0,1219.673739495743,1200.5795195740259,1202.1265888256008,1447.0963341028135,397737274.3289865,0.0,14093307.03785499,0.0 - 03/17 04:00:00,105872705.00049225,0.0,123218704.7797226,0.0,68048024.74635017,0.0,101778309.05329438,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,417127315.0725133,0.0,14093307.03785499,0.0 - 03/17 05:00:00,108684665.99025242,0.0,126024159.91218098,0.0,70530433.85485238,0.0,104647287.76349156,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,428096119.0134312,0.0,14093307.03785499,0.0 - 03/17 06:00:00,113168641.97098309,0.0,130698932.87609466,0.0,74231943.41910288,0.0,109274618.17158675,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,445441497.2662759,0.0,14093307.03785499,0.0 - 03/17 07:00:00,98168680.8736942,0.0,117014940.95401405,0.0,63013266.09760831,0.0,95292287.81590963,0.0,1207.4601416950005,1188.5571279252986,1190.088705098134,1432.6053665339228,391556536.5697347,0.0,14093307.03785499,15502637.741640486 - 03/17 08:00:00,78012301.00588642,0.0,107043990.48351279,0.0,54927198.1371256,0.0,85166249.20407677,0.0,1210.8650699103442,1191.9087513542423,1193.4446474359593,1436.6451838873275,343268047.9799179,0.0,56373228.15141996,38756594.35410121 - 03/17 09:00:00,60943927.4556571,0.0,108379817.57360108,0.0,58519471.383019607,0.0,89048806.98402018,0.0,4854.642734768664,4778.642397123153,4784.800165597736,5759.848291697283,389532584.3173705,0.0,56373228.15141996,38756594.35410121 - 03/17 10:00:00,50904310.918318238,0.0,112711141.28426683,0.0,66523678.51984379,0.0,97920187.3186402,0.0,7301.785352080205,7187.474540246676,7196.736334802061,8663.289593960933,437316746.9969926,0.0,28186614.07570998,0.0 - 03/17 11:00:00,38881270.51777682,0.0,112743884.76351385,0.0,68465499.0291499,0.0,100044319.33519659,0.0,7337.232356935695,7222.366615628522,7231.673372184396,8705.346112126614,429922800.09038797,0.0,28186614.07570998,0.0 - 03/17 12:00:00,33349719.95948247,0.0,114472277.42048934,0.0,71431940.66859326,0.0,102541142.79734543,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,395328701.9265345,0.0,28186614.07570998,0.0 - 03/17 13:00:00,27961240.55621374,0.0,112309885.58289966,0.0,70178519.20452401,0.0,96505645.92298354,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,380818390.8654418,0.0,28186614.07570998,0.0 - 03/17 14:00:00,25808685.70899775,0.0,101677659.51722186,0.0,63114783.98019219,0.0,88433400.13168895,0.0,7422.00350549652,7305.810656044584,7315.22493876349,8805.923843980354,390090795.9375266,0.0,28186614.07570998,0.0 - 03/17 15:00:00,27195109.37234851,0.0,91027933.33846204,0.0,53295471.86214947,0.0,78250685.17674524,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,398736732.8262358,0.0,28186614.07570998,0.0 - 03/17 16:00:00,37237748.407311078,0.0,86315616.09726832,0.0,46355481.56094079,0.0,72205548.2089698,0.0,12444.565112736449,12249.743124365232,12265.528168686265,14765.001468007371,428323810.62015309,0.0,28186614.07570998,0.0 - 03/17 17:00:00,53682794.695407759,0.0,87087610.78144804,0.0,42686886.27884364,0.0,70223125.39736581,0.0,14996.873987253257,14762.095127318726,14781.117593626006,17793.218520002236,478080315.974586,0.0,35233267.594637479,0.0 - 03/17 18:00:00,80051730.65950947,0.0,103006413.51728994,0.0,53550190.43863087,0.0,84262173.75028214,0.0,17496.352985128797,17222.444315205183,17244.63719256367,20758.754940002604,582670390.3241533,0.0,14093307.03785499,0.0 - 03/17 19:00:00,88970732.07971028,0.0,111108753.29091186,0.0,56934002.001214589,0.0,87914297.83503062,0.0,9955.65209018916,9799.794499492187,9812.422534949012,11812.001174405896,493895318.28339788,0.0,63419881.67034747,0.0 - 03/17 20:00:00,81034881.27946215,0.0,102108649.75942123,0.0,46613051.8027861,0.0,75731693.5443471,0.0,7436.2812468511669,7319.864876694814,7329.297269711513,8822.86383908275,416758182.4224414,0.0,63419881.67034747,69761869.8373822 - 03/17 21:00:00,88344337.0638561,0.0,108353717.29422194,0.0,51989693.27807233,0.0,82390788.8656237,0.0,4948.00233699768,4870.540437363057,4876.816625842326,5870.615895986902,405116047.5680579,0.0,49326574.63249246,69761869.8373822 - 03/17 22:00:00,94682453.21859235,0.0,113879015.93190015,0.0,56951124.28596316,0.0,88468942.92652902,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,427844635.9618056,0.0,35233267.594637479,69761869.8373822 - 03/17 23:00:00,98648208.1300876,0.0,117245349.91556816,0.0,59912835.6261971,0.0,92098981.74193502,0.0,4936.346240835379,4859.06681956062,4865.328223112263,5856.786382830876,441768475.01260879,0.0,35233267.594637479,62010550.96656194 - 03/17 24:00:00,104707100.87784319,0.0,122922774.22968079,0.0,65095073.56127134,0.0,98436274.86711839,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,464694844.6165377,0.0,35233267.594637479,46507913.22492146 - 03/18 01:00:00,116265621.11970595,0.0,134231401.38080425,0.0,75614196.51092361,0.0,111321621.90657057,0.0,2445.744118978565,2407.455538542841,2410.5577907281319,2901.782037375537,474028783.0662546,0.0,21139960.556782485,23253956.61246073 - 03/18 02:00:00,76074908.83036056,0.0,92615767.33447716,0.0,39690932.937092769,0.0,66207810.43962014,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934884,292798991.03420457,0.0,14093307.03785499,0.0 - 03/18 03:00:00,108113162.19333434,0.0,124900750.25539835,0.0,68116077.67235346,0.0,102452516.50986962,0.0,1213.660683692166,1194.6605992807884,1196.200041399434,1439.9620729243207,421742646.86122396,0.0,14093307.03785499,0.0 - 03/18 04:00:00,109719221.24771646,0.0,126068129.60251722,0.0,70412668.59679716,0.0,104455274.23969583,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,428864865.17938056,0.0,14093307.03785499,0.0 - 03/18 05:00:00,110657718.71976149,0.0,126701540.43956444,0.0,71593339.55251426,0.0,105464524.8290116,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,432626695.03350576,0.0,14093307.03785499,0.0 - 03/18 06:00:00,112217102.9930241,0.0,128147451.3497254,0.0,72924542.2521973,0.0,106954847.93885978,0.0,1216.9642253467008,1197.9124233744463,1199.4560558003432,1443.8815989934886,438453516.0264605,0.0,14093307.03785499,0.0 - 03/18 07:00:00,90558110.86937556,0.0,107492748.43230182,0.0,55868809.75725855,0.0,85706175.37996245,0.0,4891.48823795713,4814.911077085682,4821.1155814562639,5803.564074751074,412817728.7353989,0.0,14093307.03785499,15502637.741640486 - 03/18 08:00:00,61960038.936202939,0.0,90966814.02527619,0.0,42531671.16823217,0.0,68766340.14334755,0.0,19745.384963341516,19436.26727824248,19461.312892449052,23427.145531323506,559677262.6683424,0.0,56373228.15141996,38756594.35410121 - 03/18 09:00:00,46137087.35387971,0.0,91814014.60992514,0.0,46703836.364532548,0.0,73457695.40386114,0.0,17390.469969340727,17118.21891778173,17140.277490077577,20633.12878357325,518328176.31098249,0.0,56373228.15141996,38756594.35410121 - 03/18 10:00:00,34826167.420376028,0.0,91827261.65510546,0.0,54459529.04027101,0.0,80482583.34099442,0.0,12471.316782330236,12276.075991581007,12291.894968489189,14796.74130280639,448205246.01949146,0.0,28186614.07570998,0.0 - 03/18 11:00:00,24968105.487314345,0.0,90238776.6028043,0.0,55391692.21784092,0.0,81185732.04110082,0.0,9997.915991502172,9841.39675154582,9854.07839575067,11862.14568000149,401384238.896741,0.0,28186614.07570998,0.0 - 03/18 12:00:00,31104644.935289097,0.0,81282069.05930858,0.0,52257559.07469114,0.0,75873188.31793031,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,316101503.17110899,0.0,28186614.07570998,0.0 - 03/18 13:00:00,13977836.344136347,0.0,75368218.1894968,0.0,48563526.7634328,0.0,67453104.51977636,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,281179196.92792847,0.0,28186614.07570998,0.0 - 03/18 14:00:00,6409689.962975152,0.0,64156045.13287104,0.0,41522805.71626492,0.0,58719260.35453477,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,246744846.52184633,0.0,28186614.07570998,0.0 - 03/18 15:00:00,19262678.368256287,0.0,58418879.22725241,0.0,36164460.88695016,0.0,53692957.960730228,0.0,7633.408965454579,7513.906524089351,7523.588959574136,9056.748352378074,281758526.5285752,0.0,28186614.07570998,0.0 - 03/18 16:00:00,31397668.896105045,0.0,60300672.32993013,0.0,34938401.24688465,0.0,53612764.890438798,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,370840686.7139927,0.0,28186614.07570998,0.0 - 03/18 17:00:00,37180759.404001768,0.0,61511284.90790163,0.0,32697786.46533908,0.0,52000457.83134772,0.0,12737.402801044958,12537.996384034454,12554.152872101971,15112.442206883643,373981467.9592243,0.0,35233267.594637479,0.0 - 03/18 18:00:00,53961130.08053149,0.0,74096892.74239467,0.0,40154204.04122667,0.0,62023604.10818289,0.0,17832.36392146294,17553.194937648233,17575.81402094276,21157.419089637096,497063482.0632234,0.0,14093307.03785499,0.0 - 03/18 19:00:00,48910797.39197269,0.0,68127597.52209255,0.0,31760561.108270907,0.0,51714163.438815359,0.0,17832.36392146294,17553.194937648233,17575.81402094276,21157.419089637096,467340770.55203929,0.0,63419881.67034747,0.0 - 03/18 20:00:00,38144578.07868217,0.0,56579818.188540238,0.0,19830512.532596414,0.0,37242409.438592288,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,303865462.1432331,0.0,63419881.67034747,69761869.8373822 - 03/18 21:00:00,44077203.91463142,0.0,62049863.597258228,0.0,23981288.064292194,0.0,42697152.67830674,0.0,10162.869072547895,10003.767461335807,10016.658336773055,12057.856214016036,324873652.1593106,0.0,49326574.63249246,69761869.8373822 - 03/18 22:00:00,50257576.16924238,0.0,67592942.815083,0.0,28644965.734073715,0.0,48556620.78463162,0.0,5066.8947234708,4987.571541346589,4993.998536348457,6011.677174135859,270868616.61411687,0.0,35233267.594637479,69761869.8373822 - 03/18 23:00:00,55019897.197745259,0.0,71749399.44601205,0.0,32216121.55546152,0.0,52968604.808712188,0.0,5058.542842413007,4979.350410544796,4985.766811780513,6001.767986071687,287645563.99084708,0.0,35233267.594637479,62010550.96656194 - 03/18 24:00:00,61008939.51551475,0.0,77365937.3517294,0.0,37055181.123470839,0.0,59019611.623583879,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,272241690.5062438,0.0,35233267.594637479,46507913.22492146 - 03/19 01:00:00,70100626.86044148,0.0,85908195.74923751,0.0,45516252.30656239,0.0,69234538.24270736,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,308551634.05089369,0.0,21139960.556782485,23253956.61246073 - 03/19 02:00:00,31892262.76373901,0.0,46156326.61958401,0.0,11823351.838373879,0.0,26934380.15830955,0.0,1258.7110214895782,1239.0056656358498,1240.6022508987008,1493.4125790438353,135640554.8414511,0.0,14093307.03785499,0.0 - 03/19 03:00:00,63355943.569128569,0.0,77815264.74480325,0.0,39310758.386942569,0.0,61238478.60273765,0.0,1251.8605872241543,1232.2624761967985,1233.8503721717944,1485.284800285062,260452174.95277218,0.0,14093307.03785499,0.0 - 03/19 04:00:00,70835752.52411819,0.0,85102557.75261122,0.0,45346698.4670105,0.0,69149957.07801834,0.0,1242.1764263814808,1222.7299226986955,1224.3055350055414,1473.7949131123754,289021790.2916714,0.0,14093307.03785499,0.0 - 03/19 05:00:00,72357014.96254839,0.0,86314517.36651114,0.0,46783924.684678267,0.0,70620501.07424487,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,294775949.65644267,0.0,14093307.03785499,0.0 - 03/19 06:00:00,69557087.50411295,0.0,83021222.79631086,0.0,44686919.56638264,0.0,67583390.41530009,0.0,1258.7110214895782,1239.0056656358498,1240.6022508987008,1493.4125790438353,283682853.74355128,0.0,14093307.03785499,0.0 - 03/19 07:00:00,57838286.725074369,0.0,71261318.78467612,0.0,36297076.71954247,0.0,56608166.17027058,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,297588890.1834534,0.0,14093307.03785499,15502637.741640486 - 03/19 08:00:00,51817218.861113239,0.0,67348087.81643397,0.0,36192046.15323959,0.0,52244149.57367858,0.0,20267.5788938832,19950.286165386355,19975.994145393826,24046.708696543436,510867546.84880998,0.0,56373228.15141996,38756594.35410121 - 03/19 09:00:00,66842325.605770189,0.0,81829532.16222985,0.0,46693577.82363871,0.0,69144481.0057942,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,530289575.34063449,0.0,56373228.15141996,38756594.35410121 - 03/19 10:00:00,60659224.8501208,0.0,76332736.54199572,0.0,49714509.85735788,0.0,70901243.3087259,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,447973631.36717709,0.0,28186614.07570998,0.0 - 03/19 11:00:00,51533507.337144989,0.0,68245703.0602435,0.0,44859511.176712278,0.0,64568859.24560592,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,381888374.16943457,0.0,28186614.07570998,0.0 - 03/19 12:00:00,45536284.88227433,0.0,62341597.793811518,0.0,40854043.310168508,0.0,59262838.493722427,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,284589630.6405635,0.0,28186614.07570998,0.0 - 03/19 13:00:00,45063475.46313873,0.0,60620782.60645265,0.0,38786296.75932522,0.0,56497799.14721012,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,277650053.3137026,0.0,28186614.07570998,0.0 - 03/19 14:00:00,39233615.45211306,0.0,55213800.48486241,0.0,35216227.15191988,0.0,51628034.42259662,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,258120253.34031568,0.0,28186614.07570998,0.0 - 03/19 15:00:00,31744808.719108866,0.0,49587779.76836146,0.0,30875725.932343544,0.0,45821183.39356692,0.0,7714.909614027489,7594.131264804921,7603.917078056487,9153.445760838815,273468551.19720056,0.0,28186614.07570998,0.0 - 03/19 16:00:00,33246183.117374049,0.0,48860596.51317654,0.0,29017671.214273707,0.0,43951920.29021953,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,347474793.44141009,0.0,28186614.07570998,0.0 - 03/19 17:00:00,34684892.289942178,0.0,48528362.066841017,0.0,26536042.182951973,0.0,41762628.25949037,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,343910347.1055918,0.0,35233267.594637479,0.0 - 03/19 18:00:00,52956111.116690147,0.0,65168651.42694174,0.0,36182613.582125607,0.0,55027740.07654849,0.0,17916.195447042668,17635.714065056254,17658.439482668997,21256.881994691383,477417147.7643595,0.0,14093307.03785499,0.0 - 03/19 19:00:00,49719376.056798998,0.0,62421181.52447788,0.0,29162517.399785136,0.0,47182144.55988915,0.0,17898.428640606744,17618.22540128948,17640.928282973928,21235.802357055854,456301404.3958849,0.0,63419881.67034747,0.0 - 03/19 20:00:00,39575056.57990906,0.0,52587974.00376563,0.0,17933985.323599999,0.0,33884000.6909149,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,296661809.94791749,0.0,63419881.67034747,69761869.8373822 - 03/19 21:00:00,45345246.731380868,0.0,57964765.7946756,0.0,22172096.745124137,0.0,39388382.06949124,0.0,10203.813059474203,10044.07046250869,10057.013272476592,12106.434691576034,317551284.6903997,0.0,49326574.63249246,69761869.8373822 - 03/19 22:00:00,49361353.90361091,0.0,61683358.938907537,0.0,25559685.335419008,0.0,43546574.5929602,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,256491369.44576157,0.0,35233267.594637479,69761869.8373822 - 03/19 23:00:00,55153568.772712189,0.0,67498531.37754049,0.0,30185820.252199089,0.0,49486588.28519431,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,278261554.0428465,0.0,35233267.594637479,62010550.96656194 - 03/19 24:00:00,62641633.45450863,0.0,75189432.67499301,0.0,36296637.19914916,0.0,57359965.43427311,0.0,2533.4473617354,2493.7857706732945,2496.9992681742285,3005.8385870679296,269395924.318467,0.0,35233267.594637479,46507913.22492146 - 03/20 01:00:00,72749646.84983409,0.0,85255636.84288636,0.0,45658791.514969479,0.0,68912672.6173839,0.0,2529.2714212065036,2489.675205272398,2492.8834058902568,3000.8839930358437,310422518.31653186,0.0,21139960.556782485,23253956.61246073 - 03/20 02:00:00,35300675.207022767,0.0,45652212.33933542,0.0,12260064.917067485,0.0,29115581.390349188,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,141365125.53467254,0.0,14093307.03785499,0.0 - 03/20 03:00:00,54122777.56935944,0.0,65060369.904813308,0.0,30771165.966379625,0.0,49563533.54596866,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,218602946.15523703,0.0,14093307.03785499,0.0 - 03/20 04:00:00,55100305.12584287,0.0,65698448.421403829,0.0,31950185.239515976,0.0,50927507.1553576,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,222761545.11083625,0.0,14093307.03785499,0.0 - 03/20 05:00:00,59307507.39349123,0.0,69932070.14824428,0.0,35559968.21915442,0.0,55234866.248702388,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,239042929.99769504,0.0,14093307.03785499,0.0 - 03/20 06:00:00,65376373.081323977,0.0,76581843.96073225,0.0,40309373.94220559,0.0,61494825.77738635,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,262685302.0073772,0.0,14093307.03785499,0.0 - 03/20 07:00:00,49974542.0631131,0.0,63200382.707595009,0.0,28227126.359260415,0.0,46956014.44093444,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,263809117.98140664,0.0,14093307.03785499,15502637.741640486 - 03/20 08:00:00,39385511.89048904,0.0,64546754.44857247,0.0,30141402.135900573,0.0,49710786.189912747,0.0,20139.376343833253,19824.090650173595,19849.63601437921,23894.601264701363,485132190.04798957,0.0,56373228.15141996,38756594.35410121 - 03/20 09:00:00,33442903.49352234,0.0,75261086.81071435,0.0,41709680.17852209,0.0,62498846.163292977,0.0,17589.0072895276,17313.648099183978,17335.958501927096,20868.685735339546,476098795.2995733,0.0,56373228.15141996,38756594.35410121 - 03/20 10:00:00,16880355.84674076,0.0,74065871.48551424,0.0,42801699.43434183,0.0,64453069.303553339,0.0,12587.110214895782,12390.056656358496,12406.022508987007,14934.125790438353,386543330.6845969,0.0,28186614.07570998,0.0 - 03/20 11:00:00,2338265.8964657376,0.0,73055713.38957286,0.0,44923366.51787867,0.0,66043206.66950561,0.0,10084.941491938373,9927.059851538104,9939.851881390745,11965.398114301468,337262657.29443016,0.0,28186614.07570998,0.0 - 03/20 12:00:00,0.0,0.0,70948165.06293823,0.0,46718317.28133574,0.0,66597892.526483539,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,259848416.65464736,0.0,28186614.07570998,0.0 - 03/20 13:00:00,0.0,3925460.9273805685,64185487.77908427,0.0,43116126.2370294,0.0,57434386.604905057,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,240673045.9762192,3925460.9273805685,28186614.07570998,0.0 - 03/20 14:00:00,0.0,16875216.905320895,49034374.97222231,0.0,33870325.7784875,0.0,46014684.65664922,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,204953457.35977007,16875216.905320895,28186614.07570998,0.0 - 03/20 15:00:00,0.0,14270933.874596375,41138377.38545722,0.0,25823188.17923921,0.0,38310810.06973383,0.0,7622.151804410921,7502.825596001852,7512.49375257979,9043.392160512029,219323483.56304679,14270933.874596375,28186614.07570998,0.0 - 03/20 16:00:00,0.0,2689510.5838943126,40208766.71331519,0.0,20923503.528680318,0.0,35417373.2140629,0.0,12687.375374688218,12488.752146369934,12504.845178210964,15053.086575175634,286392256.8440596,2689510.5838943126,28186614.07570998,0.0 - 03/20 17:00:00,2568379.8735600898,0.0,43157275.22575605,0.0,18527946.675142379,0.0,35083654.29221707,0.0,12703.586340684868,12504.709326669756,12520.822920966315,15072.320267520045,289422435.9477031,0.0,35233267.594637479,0.0 - 03/20 18:00:00,36210661.68327568,0.0,60706623.547373447,0.0,29669957.536245407,0.0,49197171.88512136,0.0,17762.3255245635,17484.253004917908,17506.783249495347,21074.321205245884,441564073.3952174,0.0,14093307.03785499,0.0 - 03/20 19:00:00,41374577.127376157,0.0,67163560.85535863,0.0,29780845.609332473,0.0,50113577.178744319,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,453790349.659613,0.0,63419881.67034747,0.0 - 03/20 20:00:00,32102060.167722096,0.0,56049766.54051419,0.0,18462461.58224318,0.0,36124722.08141582,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,294372032.5940676,0.0,63419881.67034747,69761869.8373822 - 03/20 21:00:00,37525840.498515088,0.0,60005937.83426626,0.0,22170394.295785197,0.0,40696163.3427171,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,312031358.19345596,0.0,49326574.63249246,69761869.8373822 - 03/20 22:00:00,45125901.82956147,0.0,66429272.153836417,0.0,27848731.11506322,0.0,47716293.7744451,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,262571251.28340984,0.0,35233267.594637479,69761869.8373822 - 03/20 23:00:00,53750330.07653767,0.0,74485067.24477378,0.0,34196302.60880407,0.0,55882638.52157114,0.0,5007.442348896617,4929.049904787194,4935.401488687177,5941.139201140248,293241257.04832717,0.0,35233267.594637479,62010550.96656194 - 03/20 24:00:00,62746802.82131436,0.0,83003327.7973238,0.0,41248106.323298897,0.0,64811567.50802119,0.0,2494.2633564660475,2455.215198316202,2458.378993697838,2959.3482605612787,289131745.36250719,0.0,35233267.594637479,46507913.22492146 - 03/21 01:00:00,73993337.99940215,0.0,93516098.24643243,0.0,50892952.81459056,0.0,76647032.66861674,0.0,2494.2633564660475,2455.215198316202,2458.378993697838,2959.3482605612787,332371362.64159086,0.0,21139960.556782485,23253956.61246073 - 03/21 02:00:00,37911436.284880969,0.0,55920462.267855469,0.0,19686418.619842285,0.0,36245427.277531329,0.0,1237.00058424942,1217.6351093407644,1219.2041564605816,1467.6539739967255,168273122.216681,0.0,14093307.03785499,0.0 - 03/21 03:00:00,70631881.95593357,0.0,88615816.42034881,0.0,47006481.299883339,0.0,72006685.3141543,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,296644270.260476,0.0,14093307.03785499,0.0 - 03/21 04:00:00,75911601.9709749,0.0,93098259.90005046,0.0,51265779.42951796,0.0,77068714.06704758,0.0,1228.5817139000274,1209.3480379772303,1210.9064063597519,1457.6653056952094,315727760.6377469,0.0,14093307.03785499,0.0 - 03/21 05:00:00,79524551.1117722,0.0,96276795.74310617,0.0,54087619.38029126,0.0,80352319.34072967,0.0,1226.0114129103463,1206.8179755290319,1208.373083667851,1454.6157416853735,328586231.1455527,0.0,14093307.03785499,0.0 - 03/21 06:00:00,83234230.07655564,0.0,99665053.58645676,0.0,56938704.35732647,0.0,83793813.32500616,0.0,1222.8720594892826,1203.7277692714206,1205.2788953640659,1450.8910186877686,341929772.4194702,0.0,14093307.03785499,0.0 - 03/21 07:00:00,63620182.15662612,0.0,81187828.41080606,0.0,41748403.68369801,0.0,64711219.44635546,0.0,4878.694957982972,4802.3180782961039,4808.506355302403,5788.385336411254,324268090.7182595,0.0,14093307.03785499,15502637.741640486 - 03/21 08:00:00,43907404.98699319,0.0,73801665.77257015,0.0,37923307.96086099,0.0,58958425.16475692,0.0,19745.384963341516,19436.26727824248,19461.312892449052,23427.145531323506,510043202.28046479,0.0,56373228.15141996,38756594.35410121 - 03/21 09:00:00,26535431.433714004,0.0,72562555.65710044,0.0,41080106.66261573,0.0,60310325.796347517,0.0,17496.352985128797,17222.444315205183,17244.63719256367,20758.754940002604,462288301.5082185,0.0,56373228.15141996,38756594.35410121 - 03/21 10:00:00,2745550.6414098546,0.0,61365346.15317364,0.0,35639580.16611986,0.0,53632127.87115673,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,342342709.2915848,0.0,28186614.07570998,0.0 - 03/21 11:00:00,0.0,2045077.2023487499,55418762.76952811,0.0,33416423.16345536,0.0,50402133.86533348,0.0,10177.878620606105,10018.542032119136,10031.451946098849,12075.66446983743,291530053.2454984,2045077.2023487499,28186614.07570998,0.0 - 03/21 12:00:00,0.0,18203805.33442079,53149891.16250777,0.0,33496617.917012987,0.0,49446005.28454012,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,212432911.0389248,18203805.33442079,28186614.07570998,0.0 - 03/21 13:00:00,0.0,24941455.25041862,49274775.248551119,0.0,32026216.852558379,0.0,43343778.453311059,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,200985167.22928448,24941455.25041862,28186614.07570998,0.0 - 03/21 14:00:00,0.0,28774236.102034049,38719925.57965391,0.0,25792155.323309844,0.0,35954058.37221767,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,176889614.78273729,28774236.102034049,28186614.07570998,0.0 - 03/21 15:00:00,0.0,25940719.39817363,30425368.19046901,0.0,17281813.88307114,0.0,27904018.413940643,0.0,7670.755131688606,7550.668029124063,7560.397835560255,9101.05815302394,190389565.42530949,25940719.39817363,28186614.07570998,0.0 - 03/21 16:00:00,0.0,13956121.884858802,27693571.40928194,0.0,11409209.118907195,0.0,23419020.253960927,0.0,12784.591886147675,12584.446715206772,12600.663059267092,15168.430255039897,253819075.67853124,13956121.884858802,28186614.07570998,0.0 - 03/21 17:00:00,0.0,832538.7966532493,30641723.135899165,0.0,9362652.91899547,0.0,23523715.807570064,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,255015257.2639315,832538.7966532493,35233267.594637479,0.0 - 03/21 18:00:00,21468775.50747942,0.0,49950253.013440538,0.0,22622887.643325055,0.0,39516723.993171099,0.0,17876.105704852118,17596.25193525843,17618.926501889113,21209.31704590183,401040804.4338615,0.0,14093307.03785499,0.0 - 03/21 19:00:00,32903726.36175468,0.0,58320944.79443079,0.0,23668882.74451253,0.0,41849219.62269656,0.0,17811.28758606068,17532.448556208485,17555.040905672984,21132.412822215498,423255057.0559621,0.0,63419881.67034747,0.0 - 03/21 20:00:00,28174582.898856988,0.0,51920189.15105623,0.0,15774757.228580773,0.0,32321042.337795304,0.0,10133.7894469416,9975.143082693177,9987.997072696913,12023.354348271718,279823593.8384616,0.0,63419881.67034747,69761869.8373822 - 03/21 21:00:00,37646717.56588003,0.0,60256705.87362814,0.0,21934880.01592103,0.0,40693542.41967347,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,311914927.84093478,0.0,49326574.63249246,69761869.8373822 - 03/21 22:00:00,46433076.58956626,0.0,67754820.1310224,0.0,28112928.238777214,0.0,48524496.30507136,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,266276373.67494086,0.0,35233267.594637479,69761869.8373822 - 03/21 23:00:00,53685249.87488399,0.0,74498592.6463064,0.0,32732808.74203088,0.0,54811050.421152699,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,291178754.0948776,0.0,35233267.594637479,62010550.96656194 - 03/21 24:00:00,59962234.7948471,0.0,79947712.66944714,0.0,37217262.76551961,0.0,60472603.98556007,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,275391835.1073189,0.0,35233267.594637479,46507913.22492146 - 03/22 01:00:00,70224730.17611489,0.0,89034995.60938607,0.0,46100302.59954286,0.0,71096501.26616341,0.0,2525.6792806797204,2486.1393003756754,2489.342944619172,2996.622055421249,314248550.5431522,0.0,21139960.556782485,23253956.61246073 - 03/22 02:00:00,32952319.221333248,0.0,50494736.29398004,0.0,13226948.64536203,0.0,29184769.66698024,0.0,1256.3576635376856,1236.6891499417127,1238.2827501376499,1490.6204096671107,144657793.7314785,0.0,14093307.03785499,0.0 - 03/22 03:00:00,65720291.31732085,0.0,82102015.03902152,0.0,41527004.30285181,0.0,64776924.33467385,0.0,1249.7394989377715,1230.1745939432277,1231.7597994688338,1482.7682100001862,272826226.5623281,0.0,14093307.03785499,0.0 - 03/22 04:00:00,71608342.06671264,0.0,87461766.90133029,0.0,46078001.46778327,0.0,70644180.43432914,0.0,1247.1316782330237,1227.607599158101,1229.189496848919,1479.6741302806393,294453261.32642987,0.0,14093307.03785499,0.0 - 03/22 05:00:00,77821463.5291626,0.0,93782704.54764802,0.0,50918627.92189901,0.0,76806182.8867882,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,317873963.2249019,0.0,14093307.03785499,0.0 - 03/22 06:00:00,82474196.21982669,0.0,98524809.36237422,0.0,54323436.07752409,0.0,81231141.06621424,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,335098567.0653433,0.0,14093307.03785499,0.0 - 03/22 07:00:00,59845102.58115104,0.0,74510898.01145125,0.0,34522332.252145778,0.0,56474253.84456569,0.0,4968.705705525923,4890.919690794782,4897.222140022165,5895.179652449501,299699884.56896629,0.0,14093307.03785499,15502637.741640486 - 03/22 08:00:00,47804937.66606009,0.0,70863440.11902277,0.0,34785766.417237687,0.0,55635419.326576869,0.0,19995.831983004344,19682.79350309164,19708.15679150134,23724.29136000298,508289428.6242585,0.0,56373228.15141996,38756594.35410121 - 03/22 09:00:00,33433414.881734238,0.0,70762493.70103917,0.0,38964113.795604947,0.0,58658092.95649484,0.0,17679.754964758045,17402.975102629724,17425.400612334204,20976.354387948744,466362261.57848778,0.0,56373228.15141996,38756594.35410121 - 03/22 10:00:00,11662995.881586047,0.0,61771666.7307474,0.0,34833753.52803104,0.0,53534909.233332488,0.0,12703.586340684868,12504.709326669756,12520.822920966317,15072.320267520045,351888505.25472459,0.0,28186614.07570998,0.0 - 03/22 11:00:00,398435.6096480623,0.0,57811249.614650327,0.0,34122697.46793715,0.0,52020488.918176379,0.0,10214.917545629783,10055.001105861964,10067.958001079496,12119.609740515334,297199822.62552359,0.0,28186614.07570998,0.0 - 03/22 12:00:00,0.0,0.0,52235742.5696934,0.0,32747488.516492309,0.0,47852382.3132955,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,209599411.1793606,0.0,28186614.07570998,0.0 - 03/22 13:00:00,0.0,7836916.958367934,42883225.10165024,0.0,28392896.26047007,0.0,39011256.34911784,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,187189299.1696103,7836916.958367934,28186614.07570998,0.0 - 03/22 14:00:00,0.0,17003893.44586838,30564946.727208646,0.0,20229172.95760338,0.0,29190986.24078923,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,157008982.51758517,17003893.44586838,28186614.07570998,0.0 - 03/22 15:00:00,0.0,15824341.102156833,22181367.691987888,0.0,11623791.293590015,0.0,20698591.238355016,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,170114640.3943865,15824341.102156833,28186614.07570998,0.0 - 03/22 16:00:00,0.0,5254534.581845727,20152561.711809607,0.0,6245452.672193598,0.0,16705314.504897576,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,235788145.83965678,5254534.581845727,28186614.07570998,0.0 - 03/22 17:00:00,0.0,0.0,23567547.819753685,0.0,5057291.6574580729,0.0,17523523.971683854,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,238833180.39965163,0.0,35233267.594637479,0.0 - 03/22 18:00:00,18744550.205344537,0.0,41259543.16193483,0.0,16490398.373307404,0.0,30350388.412005478,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,376202671.381505,0.0,14093307.03785499,0.0 - 03/22 19:00:00,27364723.881437407,0.0,46611670.27999495,0.0,16489545.21992619,0.0,31414428.826179245,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,391037093.3118403,0.0,63419881.67034747,0.0 - 03/22 20:00:00,21129833.72286588,0.0,39116710.70432552,0.0,7994137.915334434,0.0,20987596.985596159,0.0,10237.82596973867,10077.550894317863,10090.536847239428,12146.789711252219,242418011.64929543,0.0,63419881.67034747,69761869.8373822 - 03/22 21:00:00,28081759.30057987,0.0,45143431.49179447,0.0,12611283.83529273,0.0,27229089.098276508,0.0,10249.432269207238,10088.9754950031,10101.97616968873,12160.56014253199,266428962.4010954,0.0,49326574.63249246,69761869.8373822 - 03/22 22:00:00,34116785.490382257,0.0,50277998.86208558,0.0,16942727.77609982,0.0,32730272.853866415,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,210662651.1430208,0.0,35233267.594637479,69761869.8373822 - 03/22 23:00:00,39749874.65929175,0.0,55371236.11744465,0.0,20882265.9972068,0.0,37823469.48266089,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,230345756.21515657,0.0,35233267.594637479,62010550.96656194 - 03/22 24:00:00,46771811.26723131,0.0,61943456.218488659,0.0,26369668.982797665,0.0,44746740.67064753,0.0,2553.729386407446,2513.750276465491,2516.989500269874,3029.9024351288337,218043414.89294309,0.0,35233267.594637479,46507913.22492146 - 03/23 01:00:00,57008441.847035918,0.0,71499774.36337403,0.0,35505232.777148369,0.0,55803050.32250789,0.0,2553.729386407446,2513.750276465491,2516.989500269874,3029.9024351288337,258028237.06384409,0.0,21139960.556782485,23253956.61246073 - 03/23 02:00:00,21585490.9431062,0.0,33313436.56302082,0.0,4167118.780971929,0.0,14826853.665376395,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,92929491.63337302,0.0,14093307.03785499,0.0 - 03/23 03:00:00,49920129.60636597,0.0,62539156.521542917,0.0,29258684.289867585,0.0,47748162.19329472,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,208474650.59917394,0.0,14093307.03785499,0.0 - 03/23 04:00:00,54274524.87533541,0.0,66527513.70254253,0.0,32711527.29288883,0.0,51884946.158891368,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,224382773.36845828,0.0,14093307.03785499,0.0 - 03/23 05:00:00,57678932.92700172,0.0,69716006.7615037,0.0,35650942.63924661,0.0,55290282.8647622,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,237290292.9702857,0.0,14093307.03785499,0.0 - 03/23 06:00:00,59714873.930759269,0.0,71273232.27906779,0.0,37263411.96048523,0.0,57070129.99100532,0.0,1262.8396403398602,1243.0696501878377,1244.671472309586,1498.3110277106246,244217658.6072901,0.0,14093307.03785499,0.0 - 03/23 07:00:00,43764616.99104179,0.0,54747574.03754322,0.0,24428371.885019538,0.0,40734067.7421193,0.0,1260.6176864922966,1240.882481442263,1242.481485173843,1495.6747642876836,182537393.75834976,0.0,14093307.03785499,15502637.741640486 - 03/23 08:00:00,36532414.7598022,0.0,53790259.2793059,0.0,26824673.847252575,0.0,43503606.26468115,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,236797320.87463255,0.0,56373228.15141996,38756594.35410121 - 03/23 09:00:00,21709090.16424144,0.0,48687221.42647998,0.0,27657290.45440625,0.0,42022841.7930277,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,331563609.23962226,0.0,56373228.15141996,38756594.35410121 - 03/23 10:00:00,0.0,0.0,34682120.304075229,0.0,19597497.447474295,0.0,31166855.024283548,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,277701276.4217634,0.0,28186614.07570998,0.0 - 03/23 11:00:00,0.0,7353746.224386658,24932744.184522269,0.0,15867368.387501939,0.0,25501530.05250394,0.0,12886.611382643443,12684.869077453179,12701.21482597715,15289.47249330853,259125446.63030447,7353746.224386658,28186614.07570998,0.0 - 03/23 12:00:00,0.0,17154093.101404344,21922654.94685755,0.0,15763066.405338619,0.0,23643940.981654109,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,176940552.50430388,17154093.101404344,28186614.07570998,0.0 - 03/23 13:00:00,0.0,25859819.58195058,10892054.963533055,0.0,8842018.000145019,0.0,13019189.087995524,0.0,7757.761542982173,7636.3123388178,7646.152506688564,9204.287938784857,148833513.6298578,25859819.58195058,28186614.07570998,0.0 - 03/23 14:00:00,0.0,35929973.931353259,227462.45606998565,0.0,863807.3391711338,0.0,3717648.8790871698,0.0,7753.814894665889,7632.427476017154,7642.262637845681,9199.605391210414,120830116.1133892,35929973.931353259,28186614.07570998,0.0 - 03/23 15:00:00,0.0,21421708.598701,805463.946969289,0.0,0.0,0.0,3110399.26309702,0.0,7757.761542982173,7636.3123388178,7646.152506688564,9204.287938784857,119996114.78825054,21421708.598701,28186614.07570998,0.0 - 03/23 16:00:00,0.0,8600984.385854565,5200085.774904504,0.0,0.0,0.0,4942912.976279855,0.0,18097.742385640675,17814.418852462964,17837.374549434295,21472.28050726523,280941537.41247579,8600984.385854565,28186614.07570998,0.0 - 03/23 17:00:00,0.0,0.0,14039119.096026164,0.0,2323385.272411757,0.0,10883434.826662034,0.0,23244.586664804934,22880.688324294053,22910.172426583213,27578.81477736921,375057283.090085,0.0,35233267.594637479,0.0 - 03/23 18:00:00,8353496.581581128,0.0,28314004.43108709,0.0,11823656.228527887,0.0,21372359.348244899,0.0,18062.123443729644,17779.357531732254,17802.268048613187,21430.019992346388,340129085.04855838,0.0,14093307.03785499,0.0 - 03/23 19:00:00,12816798.922328927,0.0,27795758.524250147,0.0,7264553.742891003,0.0,16518350.889778726,0.0,18051.21922645151,17768.62402200979,17791.520707667903,21417.082554785447,334497869.5185416,0.0,63419881.67034747,0.0 - 03/23 20:00:00,5120673.421979861,0.0,18631549.041702589,0.0,0.0,0.0,4690728.726939712,0.0,15452.787283290794,15210.871015656254,15230.471775501259,18334.142242470356,259664731.53152938,0.0,63419881.67034747,69761869.8373822 - 03/23 21:00:00,9597150.131961853,0.0,22878425.4922846,0.0,0.0,0.0,8789055.660761852,0.0,12886.611382643443,12684.869077453179,12701.21482597715,15289.47249330853,234088435.2907846,0.0,49326574.63249246,69761869.8373822 - 03/23 22:00:00,14145802.164175479,0.0,26845445.50390115,0.0,3299944.7730356336,0.0,12929343.230850116,0.0,10309.289106114753,10147.895261962545,10160.97186078172,12231.577994646823,211479578.8765834,0.0,35233267.594637479,69761869.8373822 - 03/23 23:00:00,16986117.00342242,0.0,29234120.131320429,0.0,5603387.25995912,0.0,15695413.568282225,0.0,7731.966829586066,7610.921446471907,7620.7288955862909,9173.683495985118,183213320.36644996,0.0,35233267.594637479,62010550.96656194 - 03/23 24:00:00,22788562.857816608,0.0,34676625.155089687,0.0,10258504.546981944,0.0,21800935.51845959,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,166548504.67033173,0.0,35233267.594637479,46507913.22492146 - 03/24 01:00:00,33049775.431481117,0.0,44561730.16364672,0.0,19215959.89104423,0.0,32952109.770849065,0.0,2573.792094662363,2533.498899279983,2536.7635712005619,3053.7060726326369,168291513.5530131,0.0,21139960.556782485,23253956.61246073 - 03/24 02:00:00,2304229.4648793849,0.0,9725919.997682188,0.0,0.0,0.0,0.0,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,31255629.827154615,0.0,14093307.03785499,0.0 - 03/24 03:00:00,23959397.847519667,0.0,35189243.64349967,0.0,10270415.44698252,0.0,21192417.567748548,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,109818618.46295634,0.0,14093307.03785499,0.0 - 03/24 04:00:00,28447225.77705217,0.0,37849141.101962458,0.0,14891196.112276152,0.0,27211268.950674394,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,127605975.89917109,0.0,14093307.03785499,0.0 - 03/24 05:00:00,31058539.82982342,0.0,40107439.617330659,0.0,17342987.109517736,0.0,29747226.537531105,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,137447142.53917278,0.0,14093307.03785499,0.0 - 03/24 06:00:00,33244469.518711348,0.0,42001975.403993319,0.0,19116721.38178525,0.0,31743432.431189367,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,145277023.57007329,0.0,14093307.03785499,0.0 - 03/24 07:00:00,24667613.28653651,0.0,33379919.727913068,0.0,13449666.492507693,0.0,24041158.65920538,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,114708783.00055665,0.0,14093307.03785499,15502637.741640486 - 03/24 08:00:00,30605603.17154131,0.0,40965597.52072031,0.0,24170950.50162732,0.0,35488920.709928657,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210436,1521.697464544115,150422021.34878747,0.0,56373228.15141996,38756594.35410121 - 03/24 09:00:00,23012596.211921514,0.0,37952756.55130501,0.0,25350462.779952434,0.0,35630022.275232348,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,198905206.7409578,0.0,56373228.15141996,38756594.35410121 - 03/24 10:00:00,1676847.7410816705,0.0,24955270.79469355,0.0,17064937.45807764,0.0,25579070.2996823,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,184811941.18151105,0.0,28186614.07570998,0.0 - 03/24 11:00:00,0.0,0.0,20845099.86486093,0.0,15249739.412227959,0.0,23225902.473172767,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,174931631.92071525,0.0,28186614.07570998,0.0 - 03/24 12:00:00,0.0,0.0,16619605.831737027,0.0,13344101.241937587,0.0,20211355.238601034,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,127304583.91458616,0.0,28186614.07570998,0.0 - 03/24 13:00:00,0.0,284796.21583264667,13572482.425035507,0.0,11198283.756458627,0.0,17299935.52867303,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,119242818.12139365,284796.21583264667,28186614.07570998,0.0 - 03/24 14:00:00,149058.11938763364,0.0,19466854.836013237,0.0,12229225.62026449,0.0,20001083.1279814,0.0,7740.910047312705,7619.72465645668,7629.543449405654,9184.29428243417,167674322.4718399,0.0,28186614.07570998,0.0 - 03/24 15:00:00,0.0,0.0,11110981.414772446,0.0,6967381.817653492,0.0,13411134.211578496,0.0,10326.78672901364,10165.118956310771,10178.2177496181,12252.338256291025,186010359.5324452,0.0,28186614.07570998,0.0 - 03/24 16:00:00,0.0,0.0,14556302.179354119,0.0,7796349.88674177,0.0,15070845.318774384,0.0,12908.48341126705,12706.398695388461,12722.772187022625,15315.42282036378,230574574.99542118,0.0,28186614.07570998,0.0 - 03/24 17:00:00,9364085.304562537,0.0,20652805.89937574,0.0,9868593.52977227,0.0,18150057.42228307,0.0,15481.82009462541,15239.44931291336,15259.086898811309,18368.58856486834,289691743.69237998,0.0,35233267.594637479,0.0 - 03/24 18:00:00,20825284.840093689,0.0,31611206.847089456,0.0,15460440.082751044,0.0,25520595.409812444,0.0,18051.21922645151,17768.62402200979,17791.520707667903,21417.082554785447,363519934.61903938,0.0,14093307.03785499,0.0 - 03/24 19:00:00,16944442.090933756,0.0,28149122.779429966,0.0,8688052.437769056,0.0,17995380.880865996,0.0,10309.289106114753,10147.895261962545,10160.97186078172,12231.577994646823,226036041.39361979,0.0,63419881.67034747,0.0 - 03/24 20:00:00,6797906.299690427,0.0,17571302.5676407,0.0,0.0,0.0,4761968.380611951,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,144742067.41839666,0.0,63419881.67034747,69761869.8373822 - 03/24 21:00:00,12513634.915119462,0.0,23356546.565241394,0.0,1016154.6535667699,0.0,10141877.693146822,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,124052090.41905838,0.0,49326574.63249246,69761869.8373822 - 03/24 22:00:00,17811492.259573707,0.0,28495443.207663668,0.0,5330148.235514734,0.0,15289252.565066107,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,143950212.85980214,0.0,35233267.594637479,69761869.8373822 - 03/24 23:00:00,21303041.29211354,0.0,31769531.77587499,0.0,7755312.2147280969,0.0,18567050.67457036,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,156418812.54927094,0.0,35233267.594637479,62010550.96656194 - 03/24 24:00:00,27152081.713695807,0.0,37466321.4801714,0.0,12291780.580598318,0.0,24537264.56909546,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,178406817.2661075,0.0,35233267.594637479,46507913.22492146 - 03/25 01:00:00,36011735.05076375,0.0,45949340.84856411,0.0,20396107.100514708,0.0,34409158.77767983,0.0,2573.792094662363,2533.498899279983,2536.7635712005619,3053.7060726326369,175278280.07351438,0.0,21139960.556782485,23253956.61246073 - 03/25 02:00:00,2892315.2178475635,0.0,9523251.600775417,0.0,0.0,0.0,0.0,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,31655409.049259608,0.0,14093307.03785499,0.0 - 03/25 03:00:00,26092290.699647078,0.0,35852988.799401309,0.0,10648899.015677523,0.0,21843912.045368934,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,113645234.51730076,0.0,14093307.03785499,0.0 - 03/25 04:00:00,31144246.134091729,0.0,39513634.79849269,0.0,15882874.610937426,0.0,28556292.22180704,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,134304191.72253485,0.0,14093307.03785499,0.0 - 03/25 05:00:00,32887188.035552298,0.0,40968883.8490413,0.0,17811005.77258937,0.0,30408233.927931925,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,141282455.54232083,0.0,14093307.03785499,0.0 - 03/25 06:00:00,33601961.87730445,0.0,41346041.40362439,0.0,18538692.32487353,0.0,30979425.16647058,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,143673264.72947888,0.0,14093307.03785499,0.0 - 03/25 07:00:00,27236543.47107286,0.0,35458857.71477833,0.0,12425089.181735758,0.0,23907784.87895149,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,175930196.7049106,0.0,14093307.03785499,15502637.741640486 - 03/25 08:00:00,38247273.19378945,0.0,48151910.905816119,0.0,25697410.566931167,0.0,39844044.16002426,0.0,20590.336757298905,20267.991194239865,20294.10856960449,24429.648581061094,460036145.1944967,0.0,56373228.15141996,38756594.35410121 - 03/25 09:00:00,35517408.60453957,0.0,47964763.524235177,0.0,29544605.88457116,0.0,43677366.6038549,0.0,18028.251830505924,17746.016184932298,17768.8837380848,21389.83261621541,426462888.3482592,0.0,56373228.15141996,38756594.35410121 - 03/25 10:00:00,20546827.043260967,0.0,38305052.42492734,0.0,25119216.17156864,0.0,36869684.98834133,0.0,12893.728018893937,12691.874301435566,12708.229076905645,15297.916110561035,313771071.6561645,0.0,28186614.07570998,0.0 - 03/25 11:00:00,1361163.3223774406,0.0,28749223.63137968,0.0,19702537.871078887,0.0,29341906.480624737,0.0,10326.78672901364,10165.118956310771,10178.2177496181,12252.338256291025,233675693.3939015,0.0,28186614.07570998,0.0 - 03/25 12:00:00,0.0,0.0,30696078.36879459,0.0,21977907.77763571,0.0,31476930.18665529,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,161224843.113388,0.0,28186614.07570998,0.0 - 03/25 13:00:00,0.0,0.0,28856911.17199239,0.0,21424944.188597628,0.0,28930041.12113345,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,156384012.89295,0.0,28186614.07570998,0.0 - 03/25 14:00:00,0.0,8851869.907331825,23766141.91428403,0.0,16868359.213613649,0.0,23555396.148201247,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,141362013.68732543,8851869.907331825,28186614.07570998,0.0 - 03/25 15:00:00,0.0,7114248.645949875,18718569.576017936,0.0,10899657.577653433,0.0,18241362.10431914,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,163617763.87483026,7114248.645949875,28186614.07570998,0.0 - 03/25 16:00:00,0.0,1092110.6326834704,16820620.190528796,0.0,5443601.047837007,0.0,14136652.884194196,0.0,12901.516745521174,12699.54109409447,12715.905749009424,15307.15713739028,229447708.73621524,1092110.6326834704,28186614.07570998,0.0 - 03/25 17:00:00,0.0,0.0,20523807.194415038,0.0,4379187.126817929,0.0,15275547.60513556,0.0,12886.611382643441,12684.869077453179,12701.21482597715,15289.47249330853,233002345.93214483,0.0,35233267.594637479,0.0 - 03/25 18:00:00,23022631.785024126,0.0,35941936.52104194,0.0,13668963.076802984,0.0,25854031.52702409,0.0,18028.251830505924,17746.016184932298,17768.8837380848,21389.83261621541,368246306.6409515,0.0,14093307.03785499,0.0 - 03/25 19:00:00,31930084.30033639,0.0,45448500.71824458,0.0,16744890.9571096,0.0,30890648.712767107,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,394170849.79276016,0.0,63419881.67034747,0.0 - 03/25 20:00:00,24415503.54052835,0.0,37692300.742514748,0.0,7422236.823021974,0.0,19718954.16650833,0.0,10269.064080473645,10108.29996660182,10121.325542841514,12183.852537207275,242906146.93022073,0.0,63419881.67034747,69761869.8373822 - 03/25 21:00:00,31309078.860738115,0.0,43921140.12334863,0.0,12414397.221771859,0.0,26396223.145636243,0.0,10260.405714384722,10099.777148849236,10112.79174256835,12173.57971635292,267568434.91125364,0.0,49326574.63249246,69761869.8373822 - 03/25 22:00:00,38054971.659856829,0.0,50382347.248391959,0.0,17601373.509616816,0.0,33046219.29085651,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,215766611.04629804,0.0,35233267.594637479,69761869.8373822 - 03/25 23:00:00,43214904.97938955,0.0,55362953.96661172,0.0,21534345.71859351,0.0,38072575.17625677,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,234779646.0014383,0.0,35233267.594637479,62010550.96656194 - 03/25 24:00:00,49520367.51143898,0.0,61524479.77969979,0.0,26785615.186180537,0.0,44644191.78007144,0.0,2556.918377229535,2516.889343041355,2520.132611853418,3033.686051007979,220734109.23666699,0.0,35233267.594637479,46507913.22492146 - 03/26 01:00:00,59827419.60070555,0.0,71490649.36303546,0.0,36256369.25662904,0.0,56120848.76019449,0.0,2553.729386407446,2513.750276465491,2516.989500269874,3029.9024351288337,261907024.73434244,0.0,21139960.556782485,23253956.61246073 - 03/26 02:00:00,22602729.90509785,0.0,32230617.845333034,0.0,3910057.215079474,0.0,14110453.390813765,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,91938957.52504012,0.0,14093307.03785499,0.0 - 03/26 03:00:00,49271094.420274469,0.0,59700846.195188257,0.0,27579671.873658748,0.0,45154831.49701495,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,200791543.1548524,0.0,14093307.03785499,0.0 - 03/26 04:00:00,53285148.931493248,0.0,63469480.603306557,0.0,31052721.04973723,0.0,49230429.607353087,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,216074371.87278778,0.0,14093307.03785499,0.0 - 03/26 05:00:00,55732856.12783283,0.0,65768029.871434058,0.0,33451154.803721437,0.0,51867189.61580553,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,225855822.09969155,0.0,14093307.03785499,0.0 - 03/26 06:00:00,56396248.168262097,0.0,65988533.69894317,0.0,33867295.25829201,0.0,52183706.366463858,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,227420044.83076126,0.0,14093307.03785499,0.0 - 03/26 07:00:00,34000449.36676882,0.0,42448176.48722598,0.0,15109294.28162757,0.0,28280297.33544168,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,195872289.4234751,0.0,14093307.03785499,15502637.741640486 - 03/26 08:00:00,26779595.82864583,0.0,43403141.51908884,0.0,19319040.555203994,0.0,31381332.27176702,0.0,20379.844481671935,20060.79421445513,20086.644595363152,24179.90753101383,425828997.13572028,0.0,56373228.15141996,38756594.35410121 - 03/26 09:00:00,17127716.647046236,0.0,45549938.10592101,0.0,24555766.886864935,0.0,37775620.66826274,0.0,17898.42864060674,17618.22540128948,17640.928282973924,21235.802357055854,392825227.1630285,0.0,56373228.15141996,38756594.35410121 - 03/26 10:00:00,0.0,0.0,39202916.32803756,0.0,21044248.6602192,0.0,33048936.801699029,0.0,12811.790336509048,12611.219368753873,12627.470212110915,15200.700178164989,285000350.1338956,0.0,28186614.07570998,0.0 - 03/26 11:00:00,0.0,5136742.123089025,40856619.183549348,0.0,23598194.52620513,0.0,36025489.52171293,0.0,10260.405714384722,10099.777148849236,10112.79174256835,12173.57971635292,254007898.7912262,5136742.123089025,28186614.07570998,0.0 - 03/26 12:00:00,0.0,12064302.071152507,43316614.164538729,0.0,26533731.349298378,0.0,38308154.651582468,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,184922297.94529898,12064302.071152507,28186614.07570998,0.0 - 03/26 13:00:00,0.0,19240765.404084568,36093542.285690497,0.0,23835186.831725837,0.0,31968749.302439959,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,168799399.87822844,19240765.404084568,28186614.07570998,0.0 - 03/26 14:00:00,0.0,26299867.791189236,24428116.084635855,0.0,15813170.68799128,0.0,22983981.771825646,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,140184637.4669993,26299867.791189236,28186614.07570998,0.0 - 03/26 15:00:00,0.0,23986421.16819636,16166731.91250557,0.0,6830659.597653236,0.0,14292038.654084882,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,152825245.05221958,23986421.16819636,28186614.07570998,0.0 - 03/26 16:00:00,0.0,13042496.903366238,13228162.725288462,0.0,729356.5957904474,0.0,9125191.877232833,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,215767528.14906774,13042496.903366238,28186614.07570998,0.0 - 03/26 17:00:00,0.0,1319899.2710440646,15656940.420068302,0.0,0.0,0.0,9625024.434270909,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,217841656.33429904,1319899.2710440646,35233267.594637479,0.0 - 03/26 18:00:00,8856845.425505301,0.0,33323613.851695118,0.0,10605507.793001488,0.0,23872697.63647905,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,346016455.9355937,0.0,14093307.03785499,0.0 - 03/26 19:00:00,21086724.96287775,0.0,39240242.66206193,0.0,12099454.044681255,0.0,24588103.233997287,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,366372316.132531,0.0,63419881.67034747,0.0 - 03/26 20:00:00,13135571.825653969,0.0,29739921.22876597,0.0,2001408.7463863313,0.0,12298509.970498093,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,210979254.68804867,0.0,63419881.67034747,69761869.8373822 - 03/26 21:00:00,19942695.84463376,0.0,35528859.84324964,0.0,6302245.528636794,0.0,18238344.465030835,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,233815988.59829534,0.0,49326574.63249246,69761869.8373822 - 03/26 22:00:00,25610674.996800454,0.0,40106793.06599303,0.0,10160900.333248062,0.0,23407279.042656058,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,176187568.89706976,0.0,35233267.594637479,69761869.8373822 - 03/26 23:00:00,30505970.520389789,0.0,44273766.286600109,0.0,13633873.193323439,0.0,27860492.105991685,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,193102677.9351287,0.0,35233267.594637479,62010550.96656194 - 03/26 24:00:00,37268606.53895168,0.0,50535320.600802708,0.0,18977652.752500915,0.0,34541162.673744957,0.0,2565.1014285961807,2524.944287212309,2528.1979356420877,3043.39492908823,179704641.45593996,0.0,35233267.594637479,46507913.22492146 - 03/27 01:00:00,47456729.763747479,0.0,60141658.7736379,0.0,28075594.81466674,0.0,45585584.82426773,0.0,2565.1014285961807,2524.944287212309,2528.1979356420877,3043.39492908823,219641467.06625957,0.0,21139960.556782485,23253956.61246073 - 03/27 02:00:00,10758302.026146129,0.0,21208840.547138886,0.0,0.0,0.0,4772048.111171346,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,55930140.12942621,0.0,14093307.03785499,0.0 - 03/27 03:00:00,35241280.41099224,0.0,46152020.83235209,0.0,15084534.585583646,0.0,31776748.76284731,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,147445534.03674514,0.0,14093307.03785499,0.0 - 03/27 04:00:00,37356212.72999217,0.0,47258456.20271209,0.0,20347241.06286676,0.0,34825933.8508746,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,158978793.29141546,0.0,14093307.03785499,0.0 - 03/27 05:00:00,39675613.931035038,0.0,49228759.607672449,0.0,22322346.862390754,0.0,36901232.87926774,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,167318902.72533585,0.0,14093307.03785499,0.0 - 03/27 06:00:00,40737628.14363538,0.0,49845938.251702178,0.0,22968862.445674406,0.0,37502976.24221662,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,170225829.91762258,0.0,14093307.03785499,0.0 - 03/27 07:00:00,22671928.29048677,0.0,30816997.971277879,0.0,8602624.963982173,0.0,18881549.04297004,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,157654799.60629279,0.0,14093307.03785499,15502637.741640486 - 03/27 08:00:00,14134255.06304735,0.0,26105666.274742426,0.0,13615097.634336988,0.0,17640139.034266365,0.0,20573.092304073303,20251.01670614646,20277.112208150633,24409.18869557017,379332633.6965792,0.0,56373228.15141996,38756594.35410121 - 03/27 09:00:00,11415559.893846328,0.0,29926935.503929855,0.0,14526104.174151216,0.0,27542823.34827006,0.0,18028.25183050592,17746.016184932298,17768.883738084798,21389.83261621541,353170166.65125587,0.0,56373228.15141996,38756594.35410121 - 03/27 10:00:00,0.0,0.0,21788982.364029237,0.0,14326044.684463194,0.0,22639403.38904911,0.0,12901.516745521174,12699.54109409447,12715.905749009424,15307.15713739028,251801265.05119679,0.0,28186614.07570998,0.0 - 03/27 11:00:00,0.0,7932244.5403972719,15506699.185281933,0.0,10737617.17197239,0.0,17767351.3869524,0.0,10330.927406579971,10169.194810797359,10182.298856259207,12257.251012164095,198594487.25308899,7932244.5403972719,28186614.07570998,0.0 - 03/27 12:00:00,0.0,32020786.50440686,13018403.382252958,0.0,9604827.85327596,0.0,14479213.340622366,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,114473455.62223456,32020786.50440686,28186614.07570998,0.0 - 03/27 13:00:00,0.0,43443488.33973625,5950971.328692092,0.0,5350522.7190356799,0.0,6568809.345159753,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,95271562.02792114,43443488.33973625,28186614.07570998,0.0 - 03/27 14:00:00,0.0,41498280.54027103,0.0,0.0,0.0,0.0,220535.4587735521,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,77635293.45452465,41498280.54027103,28186614.07570998,0.0 - 03/27 15:00:00,0.0,46306541.39311133,0.0,1157141.4703341146,0.0,0.0,0.0,0.0,7760.590633562674,7639.097139457497,7648.940895828125,9207.644546765596,116122583.57621002,47463682.863445449,28186614.07570998,0.0 - 03/27 16:00:00,0.0,39155002.456156168,0.0,6654305.256737959,0.0,10019929.07040876,0.0,4769335.690795263,12934.317722604457,12731.828565762497,12748.234826380209,15346.074244609325,193537639.29368336,60598572.474098149,28186614.07570998,0.0 - 03/27 17:00:00,0.0,25090488.78537961,0.0,4744288.960451289,0.0,13096277.783878768,0.0,7503669.307348387,12934.267979988985,12731.779601876948,12748.185799399696,15346.015226894859,193536894.98937778,50434724.83705806,35233267.594637479,0.0 - 03/27 18:00:00,0.0,3841544.453104233,0.0,0.0,0.0,2918091.374053928,0.0,25301.84364204761,18101.443600291735,17818.0621239082,17841.022515606648,21476.671857164656,270853920.3490964,6784937.670800209,14093307.03785499,0.0 - 03/27 19:00:00,0.0,0.0,8823972.27633189,0.0,0.0,0.0,0.0,0.0,18097.742385640675,17814.418852462964,17837.374549434295,21472.28050726523,279622510.93762329,0.0,63419881.67034747,0.0 - 03/27 20:00:00,0.0,0.0,5204739.437626893,0.0,0.0,3723179.528118472,0.0,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,159642207.1285511,3723179.528118472,63419881.67034747,69761869.8373822 - 03/27 21:00:00,1882379.1432637312,0.0,17994384.374430054,0.0,0.0,0.0,1177952.9355194623,0.0,10286.546152036652,10125.50835307323,10138.556104075316,12204.594347785085,174973454.2983063,0.0,49326574.63249246,69761869.8373822 - 03/27 22:00:00,14137473.934156329,0.0,28380573.294192908,0.0,0.0,0.0,13254686.425636413,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,132674655.11235781,0.0,35233267.594637479,69761869.8373822 - 03/27 23:00:00,20435936.581708105,0.0,34090784.711010519,0.0,6493457.11474792,0.0,18804084.211532155,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,156726184.07737086,0.0,35233267.594637479,62010550.96656194 - 03/27 24:00:00,28263802.085553849,0.0,41552721.55874705,0.0,12555641.642980522,0.0,26550986.76364669,0.0,2567.2660201184114,2527.074991650455,2530.3313857103787,3045.9631343018188,147337439.96533994,0.0,35233267.594637479,46507913.22492146 - 03/28 01:00:00,39567920.70829256,0.0,52391515.10453369,0.0,22309373.073298955,0.0,38770007.61877225,0.0,2567.2660201184114,2527.074991650455,2530.3313857103787,3045.9631343018188,191453104.4193093,0.0,21139960.556782485,23253956.61246073 - 03/28 02:00:00,6598875.509252986,0.0,15930111.344824627,0.0,0.0,0.0,2962882.0932656938,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,44682818.39231316,0.0,14093307.03785499,0.0 - 03/28 03:00:00,30171193.856079479,0.0,41802096.44112165,0.0,8379755.498187084,0.0,26874888.943394908,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,126435078.69598904,0.0,14093307.03785499,0.0 - 03/28 04:00:00,33628180.23514113,0.0,43876846.9482959,0.0,17329290.951263917,0.0,31717083.634242115,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,145758545.72614897,0.0,14093307.03785499,0.0 - 03/28 05:00:00,40365099.97531639,0.0,51039263.008334498,0.0,21968248.395278738,0.0,37751375.93009728,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,170314936.75399677,0.0,14093307.03785499,0.0 - 03/28 06:00:00,44800682.81322182,0.0,55253607.97756775,0.0,24675139.609678769,0.0,41290988.13489629,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,185227562.49257053,0.0,14093307.03785499,0.0 - 03/28 07:00:00,36608023.29987114,0.0,46365064.60480854,0.0,19732751.368662217,0.0,34103137.859551358,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,213572774.91277267,0.0,14093307.03785499,15502637.741640486 - 03/28 08:00:00,38661071.99818947,0.0,49880561.58698513,0.0,27972885.865286847,0.0,42958492.59857983,0.0,20538.12816094729,20216.59993320364,20242.65108568303,24367.70507441455,466787315.3643359,0.0,56373228.15141996,38756594.35410121 - 03/28 09:00:00,27749208.124528689,0.0,45527102.822285499,0.0,27751235.23366262,0.0,41610644.411233868,0.0,18016.544662636537,17734.492294959877,17757.344998403933,21375.942508428452,412221758.66365447,0.0,56373228.15141996,38756594.35410121 - 03/28 10:00:00,1985239.5986355555,0.0,30459608.930619774,0.0,18835943.435473317,0.0,28772414.701714346,0.0,12901.516745521174,12699.54109409447,12715.905749009424,15307.15713739028,273100041.2800983,0.0,28186614.07570998,0.0 - 03/28 11:00:00,0.0,0.0,29214704.159513728,0.0,18638679.54944736,0.0,28417019.6434054,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,230707871.0432907,0.0,28186614.07570998,0.0 - 03/28 12:00:00,0.0,0.0,25414393.15793526,0.0,17500452.16985415,0.0,25936226.849078783,0.0,5167.645107129796,5086.744658954437,5093.299448640733,6131.21365846868,146175122.52036534,0.0,28186614.07570998,0.0 - 03/28 13:00:00,0.0,12556167.045633695,18111787.93752619,0.0,13713541.627279599,0.0,18710758.643240118,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,127907099.25412917,12556167.045633695,28186614.07570998,0.0 - 03/28 14:00:00,0.0,23403958.61819199,8240258.034875965,0.0,6486495.939325634,0.0,10255620.377755506,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,102383632.98699072,23403958.61819199,28186614.07570998,0.0 - 03/28 15:00:00,0.0,24081998.66655186,1825710.6368443643,0.0,611278.0562911211,0.0,2798929.8531537528,0.0,7760.5607879933909,7639.067761126168,7648.911479639818,9207.609136136916,121358055.53991588,24081998.66655186,28186614.07570998,0.0 - 03/28 16:00:00,0.0,27926755.48483122,0.0,0.0,0.0,0.0,0.0,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,193386768.2394872,27926755.48483122,28186614.07570998,0.0 - 03/28 17:00:00,0.0,13434477.780511067,0.0,0.0,0.0,4778764.876573789,0.0,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,193528733.64187894,18213242.657084858,35233267.594637479,0.0 - 03/28 18:00:00,0.0,0.0,8083649.185730078,0.0,0.0,0.0,1375115.6498720402,0.0,18104.817555852474,17821.383259565224,17844.347930885946,21480.674926645683,280363170.0582197,0.0,14093307.03785499,0.0 - 03/28 19:00:00,0.0,0.0,12714650.621914076,0.0,0.0,0.0,904074.3106427922,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,284571419.9437135,0.0,63419881.67034747,0.0 - 03/28 20:00:00,0.0,0.0,1984263.1743339725,0.0,0.0,3065053.990148611,0.0,0.0,10346.707890929973,10184.728248721014,10197.852310603092,12275.973954467252,156803207.83133076,3065053.990148611,63419881.67034747,69761869.8373822 - 03/28 21:00:00,0.0,0.0,9882264.323477526,0.0,0.0,688713.79349675,0.0,0.0,10341.567077508958,10179.667915693124,10192.7854568196,12269.874575580132,164624286.41564406,688713.79349675,49326574.63249246,69761869.8373822 - 03/28 22:00:00,3316276.441878899,0.0,16492373.640664235,0.0,0.0,0.0,0.0,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,97179661.1286264,0.0,35233267.594637479,69761869.8373822 - 03/28 23:00:00,12497543.58603782,0.0,22905176.081721136,0.0,0.0,0.0,9158469.416006396,0.0,5165.4637032899859,5084.597405398679,5091.149428129604,6128.625506082048,121852598.83820649,0.0,35233267.594637479,62010550.96656194 - 03/28 24:00:00,20912818.491514759,0.0,30652306.65852244,0.0,3746936.0674082639,0.0,17155532.254414996,0.0,2581.69668225341,2541.2797390776929,2544.554437404525,3063.084564072756,111097808.99397063,0.0,35233267.594637479,46507913.22492146 - 03/29 01:00:00,31041137.48784603,0.0,40134132.07487755,0.0,14934822.958620172,0.0,28204032.667630678,0.0,2581.69668225341,2541.2797390776929,2544.554437404525,3063.084564072756,152944340.7110846,0.0,21139960.556782485,23253956.61246073 - 03/29 02:00:00,787372.3910913161,0.0,5779070.331443075,0.0,0.0,0.0,0.0,0.0,1289.372801889394,1269.1874301435567,1270.8229076905646,1529.7916110561037,25859471.825341017,0.0,14093307.03785499,0.0 - 03/29 03:00:00,21371062.37340907,0.0,30518550.875569107,0.0,490543.5321375843,0.0,14473246.586390825,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,86135783.76808422,0.0,14093307.03785499,0.0 - 03/29 04:00:00,26527594.04891534,0.0,33680823.295337188,0.0,12236723.068520267,0.0,22885055.931825945,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,114612576.74517636,0.0,14093307.03785499,0.0 - 03/29 05:00:00,29525691.179645748,0.0,36454840.27667883,0.0,14358473.140794302,0.0,25926241.968445396,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,125533728.26063986,0.0,14093307.03785499,0.0 - 03/29 06:00:00,32582809.286057064,0.0,39422375.61294976,0.0,17003399.200572049,0.0,28979731.526930844,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,137244284.77450568,0.0,14093307.03785499,0.0 - 03/29 07:00:00,29720841.0813573,0.0,36357766.20770253,0.0,14976824.514935509,0.0,26147805.14542369,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,184227113.54140298,0.0,14093307.03785499,15502637.741640486 - 03/29 08:00:00,43154278.11516839,0.0,50339738.70899152,0.0,27488134.5184056,0.0,41927746.042680937,0.0,20573.092304073303,20251.01670614646,20277.112208150633,24409.18869557017,470747373.0754324,0.0,56373228.15141996,38756594.35410121 - 03/29 09:00:00,37449689.64400301,0.0,45144559.803155709,0.0,27678217.71535728,0.0,39380718.32054371,0.0,18016.544662636537,17734.492294959877,17757.344998403933,21375.942508428452,419236753.5550034,0.0,56373228.15141996,38756594.35410121 - 03/29 10:00:00,45094455.40434931,0.0,53144375.53636242,0.0,34517106.36422025,0.0,49001146.29431497,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,374316775.07920679,0.0,28186614.07570998,0.0 - 03/29 11:00:00,43449242.22824073,0.0,51603918.26142675,0.0,33593745.637677568,0.0,48179272.986745569,0.0,10295.168378649452,10133.995597119932,10147.054284802247,12214.824290530547,330873932.29805847,0.0,28186614.07570998,0.0 - 03/29 12:00:00,43405984.63857584,0.0,51562077.886139769,0.0,33121455.08767463,0.0,47800525.24344603,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,252913919.4478202,0.0,28186614.07570998,0.0 - 03/29 13:00:00,41246838.04558944,0.0,49655625.07604297,0.0,32056660.49914507,0.0,46351553.215111639,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,246334553.42787303,0.0,28186614.07570998,0.0 - 03/29 14:00:00,42767028.17518561,0.0,50837033.69174069,0.0,32118671.11494088,0.0,46751584.13059035,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,249498193.70444147,0.0,28186614.07570998,0.0 - 03/29 15:00:00,47473350.743643518,0.0,55227288.12230652,0.0,33527185.844810606,0.0,49119700.99610914,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,300883340.59484568,0.0,28186614.07570998,0.0 - 03/29 16:00:00,51537261.41845606,0.0,59296833.63872273,0.0,35016813.49256074,0.0,51475154.89318448,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,389885754.92288389,0.0,28186614.07570998,0.0 - 03/29 17:00:00,55299816.09064353,0.0,63385926.98341417,0.0,36347812.006433609,0.0,53692226.440027657,0.0,12848.584508566739,12647.437521184052,12663.73503532721,15244.355058791543,400980585.1664493,0.0,35233267.594637479,0.0 - 03/29 18:00:00,60854859.1764343,0.0,69118441.85522719,0.0,40310916.65342073,0.0,58860482.10746295,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,498301424.89684769,0.0,14093307.03785499,0.0 - 03/29 19:00:00,48874393.40034036,0.0,57533504.12411611,0.0,27319812.074860179,0.0,43479911.50380176,0.0,17988.018311993434,17706.41252965767,17729.229049458096,21342.09708230816,446364346.2074208,0.0,63419881.67034747,0.0 - 03/29 20:00:00,34958977.34452394,0.0,43877729.98278703,0.0,13556932.573567411,0.0,26830482.68147369,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,273027965.4990964,0.0,63419881.67034747,69761869.8373822 - 03/29 21:00:00,37796700.513592649,0.0,46718495.19836298,0.0,16111522.684410159,0.0,30036283.273406995,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,284466844.5865171,0.0,49326574.63249246,69761869.8373822 - 03/29 22:00:00,42168364.319833148,0.0,51239117.64942245,0.0,19716991.113950764,0.0,34717300.60377845,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,224670349.51580853,0.0,35233267.594637479,69761869.8373822 - 03/29 23:00:00,45691216.84851868,0.0,54949587.092879887,0.0,22495396.314864384,0.0,38346364.65487115,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,238246362.69101352,0.0,35233267.594637479,62010550.96656194 - 03/29 24:00:00,50687063.544740747,0.0,60078172.89864181,0.0,26889524.6970409,0.0,43880798.0620513,0.0,2562.3580673018097,2522.243873750775,2525.4940424221829,3040.1400356329975,219876408.8712627,0.0,35233267.594637479,46507913.22492146 - 03/30 01:00:00,59260472.905749779,0.0,68615564.7985451,0.0,35124234.60220213,0.0,53954718.29218523,0.0,2562.3580673018097,2522.243873750775,2525.4940424221829,3040.1400356329975,255295840.26747025,0.0,21139960.556782485,23253956.61246073 - 03/30 02:00:00,20420098.920621545,0.0,27995052.38695714,0.0,2562810.471836253,0.0,11448707.070348962,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110912,1520.0700178164989,81597093.68415788,0.0,14093307.03785499,0.0 - 03/30 03:00:00,45189400.35295523,0.0,53580306.42083244,0.0,22862817.019040128,0.0,39157595.35806276,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,179960543.9852845,0.0,14093307.03785499,0.0 - 03/30 04:00:00,47916054.03192902,0.0,55994634.02257095,0.0,26580020.728907955,0.0,42759605.721446599,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,192399031.04500125,0.0,14093307.03785499,0.0 - 03/30 05:00:00,49621867.51104836,0.0,57643109.99300092,0.0,28399564.470407368,0.0,44707186.595101367,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,199520445.10970474,0.0,14093307.03785499,0.0 - 03/30 06:00:00,50728410.76033618,0.0,58660319.14159746,0.0,29235296.33196061,0.0,45662448.91903491,0.0,1278.4591886147676,1258.4446715206776,1260.066305926709,1516.8430255039896,203416202.64256729,0.0,14093307.03785499,0.0 - 03/30 07:00:00,38971361.128726977,0.0,46569889.013921428,0.0,19875159.06934734,0.0,33697551.94768194,0.0,1278.4591886147676,1258.4446715206776,1260.066305926709,1516.8430255039896,158243688.64931575,0.0,14093307.03785499,15502637.741640486 - 03/30 08:00:00,44850732.86055196,0.0,55594543.90945019,0.0,29412390.415098065,0.0,44971547.43062711,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,251424080.77631406,0.0,56373228.15141996,38756594.35410121 - 03/30 09:00:00,39952518.18635214,0.0,54555082.85498866,0.0,31185613.37369796,0.0,44028508.225448269,0.0,12825.507142980903,12624.721436061543,12640.98967821044,15216.97464544115,361631217.0901855,0.0,56373228.15141996,38756594.35410121 - 03/30 10:00:00,28587725.80218442,0.0,52214757.38507768,0.0,30230294.475013678,0.0,45457303.59009374,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,348888503.5587357,0.0,28186614.07570998,0.0 - 03/30 11:00:00,4037145.330944576,0.0,45779912.737282719,0.0,27102893.937083357,0.0,40465968.8146216,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,309945612.29989209,0.0,28186614.07570998,0.0 - 03/30 12:00:00,0.0,0.0,46605906.27160559,0.0,28992688.830897526,0.0,41211578.94776687,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,232345988.93824584,0.0,28186614.07570998,0.0 - 03/30 13:00:00,0.0,0.0,42413150.99657164,0.0,27128944.98898915,0.0,36414403.613643649,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,221567389.76965804,0.0,28186614.07570998,0.0 - 03/30 14:00:00,0.0,1388525.0691424304,34301788.27522743,0.0,21100614.424058178,0.0,29906717.10647375,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,200920009.97621296,1388525.0691424304,28186614.07570998,0.0 - 03/30 15:00:00,0.0,287522.29954150968,28741684.328874008,0.0,15332533.316996349,0.0,24521352.577034568,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,184131385.1108808,287522.29954150968,28186614.07570998,0.0 - 03/30 16:00:00,0.0,0.0,28745703.597879959,0.0,11488719.684398963,0.0,22444633.33740808,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,332036847.84859976,0.0,28186614.07570998,0.0 - 03/30 17:00:00,15009553.431851678,0.0,36514729.925305839,0.0,13934983.058890693,0.0,27685082.378664618,0.0,23085.912857365627,22724.49858491078,22753.78142077879,27390.55436179407,438581438.8041702,0.0,35233267.594637479,0.0 - 03/30 18:00:00,40531150.80996099,0.0,55127115.72478975,0.0,25416576.870523205,0.0,42230935.83448421,0.0,17898.428640606744,17618.22540128948,17640.928282973928,21235.802357055854,431121964.0946919,0.0,14093307.03785499,0.0 - 03/30 19:00:00,48104303.56194612,0.0,63394559.813044037,0.0,28135822.88999601,0.0,46729498.558590989,0.0,17876.105704852118,17596.25193525843,17618.926501889113,21209.317045901833,453846349.1000225,0.0,63419881.67034747,0.0 - 03/30 20:00:00,39248977.89797251,0.0,54207909.1263875,0.0,17602030.277717096,0.0,34385950.71223762,0.0,15305.719589211305,15066.105693763031,15085.519908714887,18159.652037364056,374466058.0389066,0.0,63419881.67034747,69761869.8373822 - 03/30 21:00:00,46959577.80857058,0.0,61447780.31958246,0.0,23364302.90512901,0.0,41770090.51474413,0.0,12722.348275757631,12523.17754014892,12539.31493262356,15094.580587296787,363907668.35700306,0.0,49326574.63249246,69761869.8373822 - 03/30 22:00:00,53133232.12526503,0.0,67249994.45218766,0.0,28194647.226703366,0.0,47817241.11589466,0.0,10177.878620606105,10018.542032119136,10031.451946098849,12075.66446983743,348687848.3672322,0.0,35233267.594637479,69761869.8373822 - 03/30 23:00:00,57646375.97959911,0.0,71514748.28751903,0.0,31632012.668628027,0.0,52219226.67190109,0.0,7622.151804410921,7502.825596001852,7512.49375257979,9043.392160512029,327063471.53626379,0.0,35233267.594637479,62010550.96656194 - 03/30 24:00:00,62972729.652482498,0.0,76603653.89796973,0.0,36163403.04092275,0.0,57811955.98588225,0.0,5081.434536273948,5001.883730667903,5008.329168386527,6028.928107008018,309585814.52966836,0.0,35233267.594637479,46507913.22492146 - 03/31 01:00:00,72750014.0828849,0.0,86106335.7949759,0.0,45195990.395786579,0.0,68766046.38525102,0.0,2537.4750749376437,2497.7504292739874,2500.969035642193,3010.6173150351266,310786909.3364986,0.0,21139960.556782485,23253956.61246073 - 03/31 02:00:00,33699556.34138562,0.0,46057622.039335567,0.0,11356256.303173442,0.0,26023007.601628536,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,136090570.06329469,0.0,14093307.03785499,0.0 - 03/31 03:00:00,61797025.01097928,0.0,73929005.2735332,0.0,36267532.205815348,0.0,56941412.124427858,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,247889102.39252717,0.0,14093307.03785499,0.0 - 03/31 04:00:00,64053718.2200671,0.0,75803133.97088409,0.0,38395410.289709199,0.0,59613876.68253693,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,256820266.9409688,0.0,14093307.03785499,0.0 - 03/31 05:00:00,66244230.96381262,0.0,77792151.25776226,0.0,40593398.4698341,0.0,61963735.753924708,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,265516401.6910627,0.0,14093307.03785499,0.0 - 03/31 06:00:00,64017279.09936037,0.0,74755132.1720723,0.0,38296244.769515369,0.0,58913271.62224216,0.0,1264.6357106032518,1244.837602636199,1246.4417029451284,1500.4419965179218,254904812.9089192,0.0,14093307.03785499,0.0 - 03/31 07:00:00,37943480.97794719,0.0,47302650.48914786,0.0,16225064.508687182,0.0,30833046.372090419,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,151312760.33597539,0.0,14093307.03785499,15502637.741640486 - 03/31 08:00:00,30173147.766712164,0.0,48418195.34815333,0.0,20177922.592965709,0.0,33976631.96019396,0.0,1276.8646932037228,1256.8751382327455,1258.494750134937,1514.9512175644168,151851766.54491414,0.0,56373228.15141996,38756594.35410121 - 03/31 09:00:00,21526520.763188997,0.0,52993223.32329987,0.0,26325868.477519268,0.0,41433778.01783234,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,218874256.7424272,0.0,56373228.15141996,38756594.35410121 - 03/31 10:00:00,378756.6036208417,0.0,45882674.04391845,0.0,22582301.010698026,0.0,36281702.80917905,0.0,7695.304285788543,7574.8328616369249,7584.593806926263,9130.184787264692,220271131.1372355,0.0,28186614.07570998,0.0 - 03/31 11:00:00,0.0,0.0,43463022.74749889,0.0,23106605.70457565,0.0,36370701.412648688,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,218476144.75269915,0.0,28186614.07570998,0.0 - 03/31 12:00:00,0.0,8680903.276971754,43340656.58359136,0.0,24893856.371773498,0.0,36548489.600543078,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,181806879.14789189,8680903.276971754,28186614.07570998,0.0 - 03/31 13:00:00,0.0,17279657.730390558,35311500.21702984,0.0,21448416.56772603,0.0,29177109.472152797,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,163066547.8592192,17279657.730390558,28186614.07570998,0.0 - 03/31 14:00:00,0.0,21338139.61003931,25120600.832011,0.0,15023544.432494019,0.0,21934827.227423327,0.0,7726.393641645397,7605.435507828127,7615.235887750629,9167.071121235178,177689862.66238196,21338139.61003931,28186614.07570998,0.0 - 03/31 15:00:00,0.0,18814535.501921126,16842338.16265153,0.0,6846127.601205968,0.0,14119292.22166213,0.0,10309.289106114753,10147.895261962545,10160.97186078172,12231.577994646823,192066801.19014067,18814535.501921126,28186614.07570998,0.0 - 03/31 16:00:00,0.0,8871765.940222305,14107429.128447907,0.0,1107875.1418665634,0.0,9673127.237287894,0.0,12886.611382643443,12684.869077453179,12701.21482597715,15289.47249330853,217712235.51337869,8871765.940222305,28186614.07570998,0.0 - 03/31 17:00:00,0.0,260206.28071187525,16855991.017486074,0.0,184256.7775784817,0.0,10476603.422890863,0.0,15452.787283290794,15210.871015656254,15230.471775501259,18334.142242470356,258738631.5588626,260206.28071187525,35233267.594637479,0.0 - 03/31 18:00:00,14676653.16377708,0.0,33896802.12328531,0.0,11542817.607138137,0.0,23446989.622795687,0.0,18028.25183050592,17746.016184932298,17768.8837380848,21389.83261621541,353322006.24805459,0.0,14093307.03785499,0.0 - 03/31 19:00:00,20126657.92731484,0.0,37661518.15504759,0.0,11061241.885147332,0.0,23126777.47263117,0.0,10296.542430157862,10135.348137595649,10148.40856816442,12216.454550194507,246044508.7101457,0.0,63419881.67034747,0.0 - 03/31 20:00:00,11569634.020242738,0.0,27711865.6741144,0.0,893821.9468237076,0.0,10646132.00446246,0.0,7719.274674838009,7598.42798977415,7608.2193397943979,9158.624738865881,166325821.92142407,0.0,63419881.67034747,69761869.8373822 - 03/31 21:00:00,17493113.35523132,0.0,32670908.475126909,0.0,4966897.8044827389,0.0,16090522.254418124,0.0,5144.014055739574,5063.4835560820979,5070.008371463131,6103.176318046869,148191898.17405314,0.0,49326574.63249246,69761869.8373822 - 03/31 22:00:00,23664782.513199867,0.0,37994038.10710614,0.0,9054211.945053194,0.0,21763782.19895527,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,169436183.686861,0.0,35233267.594637479,69761869.8373822 - 03/31 23:00:00,27868894.58362671,0.0,41701166.61308839,0.0,11964461.621893669,0.0,25555136.638900553,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,184049028.38005585,0.0,35233267.594637479,62010550.96656194 - 03/31 24:00:00,33064860.55299805,0.0,46178113.76788985,0.0,16233880.31424222,0.0,30732167.18034783,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,203168390.73802445,0.0,35233267.594637479,46507913.22492146 - 04/01 01:00:00,47589551.682693857,0.0,61166055.94590866,0.0,27144191.679604494,0.0,45362512.72188893,0.0,2571.26156417546,2531.0079847199228,2534.2694468428487,3050.703694806214,219736385.71605594,0.0,21139960.556782485,23253956.61246073 - 04/01 02:00:00,13767917.681357593,0.0,25379747.053137714,0.0,0.0,0.0,7474990.388803598,0.0,1285.63078208773,1265.5039923599614,1267.1347234214243,1525.3518474031073,65859691.96627891,0.0,14093307.03785499,0.0 - 04/01 03:00:00,41848996.187825027,0.0,53155392.40053028,0.0,18305989.557025397,0.0,36447395.90695077,0.0,1285.4410549833106,1265.317235468755,1266.9477258749017,1525.126743436042,168991971.98747833,0.0,14093307.03785499,0.0 - 04/01 04:00:00,45923296.95971015,0.0,56250162.92292619,0.0,23850752.482085796,0.0,40989911.012577857,0.0,1285.249089511789,1265.1282752525013,1266.7585221641226,1524.898983731854,186245448.91167698,0.0,14093307.03785499,0.0 - 04/01 05:00:00,45965427.98752169,0.0,55279338.2466579,0.0,24998000.406610874,0.0,41274577.42990473,0.0,1285.249089511789,1265.1282752525013,1266.7585221641226,1524.898983731854,186748669.6050722,0.0,14093307.03785499,0.0 - 04/01 06:00:00,47669300.41857204,0.0,56860168.271582189,0.0,26500259.017673356,0.0,43008309.51303026,0.0,1285.4410549833106,1265.317235468755,1266.9477258749017,1525.126743436042,193272235.1560047,0.0,14093307.03785499,0.0 - 04/01 07:00:00,42725448.28070704,0.0,51570278.05765662,0.0,23305814.836592579,0.0,38465321.82558659,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,232968784.45891498,0.0,14093307.03785499,15502637.741640486 - 04/01 08:00:00,57565499.77856397,0.0,67405451.40881913,0.0,37309908.332743588,0.0,55340119.64613626,0.0,20527.844467402356,20206.477232799574,20232.51534114629,24355.503864576203,524781406.42759087,0.0,56373228.15141996,38756594.35410121 - 04/01 09:00:00,59126521.26795762,0.0,70256575.11812508,0.0,38630646.14319049,0.0,57617653.11795571,0.0,17955.710000173265,17674.610010486158,17697.38554949461,21303.76450361761,494304687.87680688,0.0,56373228.15141996,38756594.35410121 - 04/01 10:00:00,57438385.407612148,0.0,67197387.20075104,0.0,42504710.53432515,0.0,60830942.46351229,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,420531117.0861604,0.0,28186614.07570998,0.0 - 04/01 11:00:00,49632029.90234236,0.0,59278943.82612995,0.0,37867899.48633625,0.0,54403029.60475852,0.0,10300.55634196066,10139.299210860381,10152.364732790329,12221.216903328093,355310276.6997491,0.0,28186614.07570998,0.0 - 04/01 12:00:00,50898952.82141754,0.0,59895446.502855788,0.0,36837472.23760777,0.0,53434744.26560295,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,278196137.4297946,0.0,28186614.07570998,0.0 - 04/01 13:00:00,47698168.6268358,0.0,56492746.363784369,0.0,34359146.03234691,0.0,50188664.30061236,0.0,5158.566176384947,5077.807860564071,5084.351134273481,6120.441853704008,265926926.61331488,0.0,28186614.07570998,0.0 - 04/01 14:00:00,44828309.345116678,0.0,54087504.970093239,0.0,32149810.849165035,0.0,47341212.68517977,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,255667268.89377506,0.0,28186614.07570998,0.0 - 04/01 15:00:00,33481140.658878514,0.0,45445436.26057182,0.0,27230178.236612135,0.0,40511161.49783379,0.0,7746.3735173211439,7625.102594822928,7634.928317794401,9190.77648104571,262577767.9334393,0.0,28186614.07570998,0.0 - 04/01 16:00:00,32850121.33871629,0.0,43161869.676225159,0.0,24895070.690388137,0.0,37836903.46587074,0.0,12917.386859574628,12715.162758551849,12731.547543575927,15325.986421915206,332028266.0722238,0.0,28186614.07570998,0.0 - 04/01 17:00:00,36305982.98337309,0.0,44718151.67265916,0.0,24021156.57755732,0.0,37321387.25995464,0.0,12915.56899978458,12713.373357695935,12729.75583689437,15323.82960066629,335623778.55569246,0.0,35233267.594637479,0.0 - 04/01 18:00:00,43941947.783369939,0.0,51927525.47086619,0.0,28296684.05219349,0.0,42872466.042697679,0.0,18074.871540416,17791.90605458683,17814.832741520266,21445.145122439986,437494943.0013944,0.0,14093307.03785499,0.0 - 04/01 19:00:00,35890842.4618489,0.0,44541081.36614634,0.0,18493350.624418305,0.0,31494507.00747257,0.0,18058.61640294182,17775.905394322202,17798.811462771733,21425.859022323613,400632873.6763799,0.0,63419881.67034747,0.0 - 04/01 20:00:00,22409980.750600127,0.0,31257597.241398727,0.0,5074002.619068062,0.0,15256918.532112578,0.0,10325.002147076286,10163.36231233656,10176.45884202883,12250.220917944032,228492658.332968,0.0,63419881.67034747,69761869.8373822 - 04/01 21:00:00,26507848.111159594,0.0,35495298.489277359,0.0,8424691.087091532,0.0,19695018.17817456,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,244483309.8742175,0.0,49326574.63249246,69761869.8373822 - 04/01 22:00:00,29991648.761490257,0.0,38927917.861289028,0.0,11297714.226010945,0.0,23362816.06485711,0.0,5161.5721728880939,5080.766797631193,5087.313884233026,6124.00835380905,180813277.26446826,0.0,35233267.594637479,69761869.8373822 - 04/01 23:00:00,31766977.165710257,0.0,40503219.60102523,0.0,12987043.05177962,0.0,25337258.475271729,0.0,5159.089991326047,5078.323475084551,5084.8674132158989,6121.063340136378,187790537.48493318,0.0,35233267.594637479,62010550.96656194 - 04/01 24:00:00,35856848.25264187,0.0,44548049.108481887,0.0,16834155.07311584,0.0,30070661.563560547,0.0,2578.7456037787876,2538.3748602871135,2541.645815381129,3059.583222112207,165895772.20341338,0.0,35233267.594637479,46507913.22492146 - 04/02 01:00:00,43916212.847022969,0.0,52404330.04037072,0.0,24685462.45733642,0.0,39538275.566372159,0.0,2578.7456037787876,2538.3748602871135,2541.645815381129,3059.583222112207,199130339.1167155,0.0,21139960.556782485,23253956.61246073 - 04/02 02:00:00,6790857.276125299,0.0,12562949.871922479,0.0,0.0,0.0,659615.8919098409,0.0,1289.372801889394,1269.1874301435567,1270.8229076905646,1529.7916110561037,39306452.14276425,0.0,14093307.03785499,0.0 - 04/02 03:00:00,31389099.404967838,0.0,39331565.919404,0.0,12131635.31120957,0.0,24772776.279037328,0.0,1287.5695427450826,1267.4124013575475,1269.0455915987912,1527.6521129160117,126891123.64964149,0.0,14093307.03785499,0.0 - 04/02 04:00:00,34159938.80077647,0.0,41369031.54119269,0.0,17149979.628260703,0.0,29809251.02690053,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,141756682.692206,0.0,14093307.03785499,0.0 - 04/02 05:00:00,34553626.190555308,0.0,41467349.76358693,0.0,18127177.540871353,0.0,30467477.35326065,0.0,1288.0509527375028,1267.8862747867293,1269.5200756622535,1528.2232874954689,143888880.97472925,0.0,14093307.03785499,0.0 - 04/02 06:00:00,33389214.106221804,0.0,40004236.25448366,0.0,17852784.481216585,0.0,29613142.716193774,0.0,1289.235015996456,1269.051801314477,1270.6871040898953,1529.6281333537439,140150344.95523227,0.0,14093307.03785499,0.0 - 04/02 07:00:00,25009430.330560063,0.0,31142960.887172417,0.0,12189935.145616832,0.0,21839417.142126867,0.0,5162.951797406019,5082.124823869922,5088.673660427175,6125.645225636064,167435567.33189724,0.0,14093307.03785499,15502637.741640486 - 04/02 08:00:00,34663609.34430496,0.0,40616696.63069657,0.0,23647563.023643104,0.0,34144135.64692486,0.0,20661.854813159942,20338.389621594717,20364.597712518414,24514.50202432819,442237643.663334,0.0,56373228.15141996,38756594.35410121 - 04/02 09:00:00,46389164.10633616,0.0,54479447.90612909,0.0,33101473.38815618,0.0,48205978.9841925,0.0,18068.753757383496,17785.884046588973,17808.80297355045,21437.886606402055,452540842.9669438,0.0,56373228.15141996,38756594.35410121 - 04/02 10:00:00,51103486.22479519,0.0,59582867.699976619,0.0,35888816.337839458,0.0,52109772.39592286,0.0,12897.724978315118,12695.808687711376,12712.168533039747,15302.658350340947,391675040.6364,0.0,28186614.07570998,0.0 - 04/02 11:00:00,54476929.99234156,0.0,63267618.11460982,0.0,37267971.54879588,0.0,54557371.83102443,0.0,10313.880127971648,10152.414410515816,10165.496832719162,12237.02506682995,363897630.6637034,0.0,28186614.07570998,0.0 - 04/02 12:00:00,55762285.81314607,0.0,64896026.16442339,0.0,38061464.08567015,0.0,55933109.98462646,0.0,5152.827591788684,5072.159114580195,5078.69510930385,6113.633242135783,291755220.2559767,0.0,28186614.07570998,0.0 - 04/02 13:00:00,55501388.55886855,0.0,64993372.71581115,0.0,38396607.74156055,0.0,56475921.33745499,0.0,5149.618212369075,5068.99997859411,5075.5319024486,6109.825435963961,292421602.25944796,0.0,28186614.07570998,0.0 - 04/02 14:00:00,55392407.87740965,0.0,65078625.52673229,0.0,38269507.30749138,0.0,56504061.45095806,0.0,5151.57097647315,5070.922171811848,5077.456572608493,6112.142316031858,292328133.4955226,0.0,28186614.07570998,0.0 - 04/02 15:00:00,57082618.90678943,0.0,66764061.68565917,0.0,38690654.930892888,0.0,57339006.26443979,0.0,7727.3564647097259,7606.383257717769,7616.18485891274,9168.213474047789,335501638.78717818,0.0,28186614.07570998,0.0 - 04/02 16:00:00,60087169.84719435,0.0,69780753.28399521,0.0,39803726.56671238,0.0,59092122.57668567,0.0,12878.927441182876,12677.305429529617,12693.641431521231,15280.355790079646,421472600.6069158,0.0,28186614.07570998,0.0 - 04/02 17:00:00,62447039.06153184,0.0,72320735.27232047,0.0,39862304.016773719,0.0,59638676.339564878,0.0,12880.509527375027,12678.86274786729,12695.200756622537,15282.232874954689,427001255.95474126,0.0,35233267.594637479,0.0 - 04/02 18:00:00,66248131.054934088,0.0,76135289.8751793,0.0,42571602.93124403,0.0,63092467.39508705,0.0,18034.896571260393,17752.55690103068,17775.43288256347,21397.71634747524,517905660.9848317,0.0,14093307.03785499,0.0 - 04/02 19:00:00,52339817.186129387,0.0,62457382.8437479,0.0,28448539.911156589,0.0,46132895.01893004,0.0,18039.167890440334,17756.76135191204,17779.642751308933,21402.784104635957,459300716.9138341,0.0,63419881.67034747,0.0 - 04/02 20:00:00,36747624.03269586,0.0,46964456.6348654,0.0,13331816.886066996,0.0,27752558.937294194,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,279156910.4994369,0.0,63419881.67034747,69761869.8373822 - 04/02 21:00:00,38237195.51387941,0.0,48274192.53240454,0.0,14978091.563478889,0.0,29663957.932068558,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,285513891.5503459,0.0,49326574.63249246,69761869.8373822 - 04/02 22:00:00,40345092.9413771,0.0,50251405.37852982,0.0,17112729.21642963,0.0,32244083.614498229,0.0,5159.089991326047,5078.323475084551,5084.8674132158989,6121.063340136378,217149350.34198118,0.0,35233267.594637479,69761869.8373822 - 04/02 23:00:00,40689638.34257179,0.0,50429928.18222262,0.0,17715051.871736934,0.0,32850970.18726271,0.0,5161.5721728880939,5080.766797631193,5087.313884233026,6124.00835380905,218918768.934615,0.0,35233267.594637479,62010550.96656194 - 04/02 24:00:00,43026614.90078385,0.0,52593924.752985227,0.0,20253180.58543054,0.0,35803687.504672389,0.0,2580.7860864440469,2540.3833988155968,2543.656942116513,3062.004176904525,190293997.91928245,0.0,35233267.594637479,46507913.22492146 - 04/03 01:00:00,48717512.18396961,0.0,57539074.54534797,0.0,26844526.547450589,0.0,43063114.80715448,0.0,2580.7860864440469,2540.3833988155968,2543.656942116513,3062.004176904525,214780818.2593331,0.0,21139960.556782485,23253956.61246073 - 04/03 02:00:00,8504767.19460221,0.0,13996601.431828917,0.0,0.0,0.0,1561741.4788993248,0.0,1290.3930432220237,1270.1916994077984,1271.8284710582566,1531.0020884522626,43371405.19303568,0.0,14093307.03785499,0.0 - 04/03 03:00:00,30043244.256425386,0.0,37300728.9015252,0.0,6828776.5229043499,0.0,22809754.653470484,0.0,1290.6252683845358,1270.42028904207,1272.0573552536035,1531.277614743004,116294274.23304899,0.0,14093307.03785499,0.0 - 04/03 04:00:00,28936813.93931085,0.0,35127479.64467192,0.0,12644368.736037646,0.0,23898455.934781955,0.0,1291.9941219283467,1271.7677129282932,1273.406515433033,1532.9017072203838,119939370.46183858,0.0,14093307.03785499,0.0 - 04/03 05:00:00,26228528.678716307,0.0,31908654.4635792,0.0,11605746.657567412,0.0,21486554.346524184,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,110573922.9012575,0.0,14093307.03785499,0.0 - 04/03 06:00:00,25579614.5479637,0.0,30916801.398857397,0.0,11482641.267468304,0.0,20912576.739872654,0.0,1292.0746658292708,1271.8469958994229,1273.4859005683632,1532.9972694842805,108225091.34857485,0.0,14093307.03785499,0.0 - 04/03 07:00:00,19506108.66743314,0.0,24679234.238136934,0.0,6801023.459461538,0.0,14802024.244615285,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,143073879.13957349,0.0,14093307.03785499,15502637.741640486 - 04/03 08:00:00,36673433.53084644,0.0,42350728.190505448,0.0,24255040.614065399,0.0,34985996.144119549,0.0,20646.288691552374,20323.067190524773,20349.255536932105,24496.033415236205,447197919.88282039,0.0,56373228.15141996,38756594.35410121 - 04/03 09:00:00,44857515.16638494,0.0,52602060.83826035,0.0,32797700.90220274,0.0,46340690.237931009,0.0,18062.123443729644,17779.357531732254,17802.26804861319,21430.019992346388,446863535.6038963,0.0,56373228.15141996,38756594.35410121 - 04/03 10:00:00,25928062.58683514,0.0,40461743.17931809,0.0,26020863.49801898,0.0,37481898.35786633,0.0,12906.252683845356,12704.202890420696,12720.573552536038,15312.776147430042,323010266.6092742,0.0,28186614.07570998,0.0 - 04/03 11:00:00,21710285.492236128,0.0,39170571.8882073,0.0,25672588.247365636,0.0,37122123.604601617,0.0,10320.220514265255,10158.655536879198,10171.74600141088,12244.547693139893,278098180.3169135,0.0,28186614.07570998,0.0 - 04/03 12:00:00,28936393.730742195,0.0,42838036.18183227,0.0,27187834.81931189,0.0,39409470.47871298,0.0,5162.501073538143,5081.68115616828,5088.229421014415,6125.110458972016,215618814.8054936,0.0,28186614.07570998,0.0 - 04/03 13:00:00,36223355.25903706,0.0,44758111.72547645,0.0,27291690.153036298,0.0,40063016.56780635,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,225596604.7495765,0.0,28186614.07570998,0.0 - 04/03 14:00:00,35734207.21693775,0.0,43331719.58028507,0.0,26361359.341592045,0.0,38918639.061343949,0.0,5164.663083277148,5083.809319241499,5090.36032644297,6127.675600998361,221625355.18801473,0.0,28186614.07570998,0.0 - 04/03 15:00:00,37882724.966953847,0.0,45131553.414098639,0.0,26892699.5350803,0.0,39823128.50085026,0.0,7746.3735173211439,7625.102594822928,7634.928317794401,9190.77648104571,265639957.6965261,0.0,28186614.07570998,0.0 - 04/03 16:00:00,39647463.684847418,0.0,46667426.735715139,0.0,27312378.4776613,0.0,40522095.621557798,0.0,12913.659258224963,12711.493513496695,12727.873570324007,15321.563765205117,347377888.9058844,0.0,28186614.07570998,0.0 - 04/03 17:00:00,39230520.30356187,0.0,46225493.37191322,0.0,25951599.84546996,0.0,39059598.286967668,0.0,12913.659258224963,12711.493513496695,12727.873570324007,15321.563765205117,343695736.1940155,0.0,35233267.594637479,0.0 - 04/03 18:00:00,44654025.262478608,0.0,51546324.97806096,0.0,28793304.914131434,0.0,43038914.94456434,0.0,18065.502605108322,17782.68379170917,17805.59859481559,21434.029238331674,438348701.3271085,0.0,14093307.03785499,0.0 - 04/03 19:00:00,38201986.60866617,0.0,46152162.471611518,0.0,20184014.49284385,0.0,33388276.877085769,0.0,18032.713338325033,17750.407847014205,17773.28105927155,21395.126024936562,407751942.2205777,0.0,63419881.67034747,0.0 - 04/03 20:00:00,28899427.6773945,0.0,37451261.43454409,0.0,9765397.529982839,0.0,21254851.73478026,0.0,10283.528439866484,10122.53788375004,10135.581806999213,12201.013947488336,251244521.85787637,0.0,63419881.67034747,69761869.8373822 - 04/03 21:00:00,34000010.081091079,0.0,42644914.13365319,0.0,13929121.186744102,0.0,26597900.431454794,0.0,10277.278251370637,10116.385543121067,10129.421538451381,12193.598337422376,270952007.0462588,0.0,49326574.63249246,69761869.8373822 - 04/03 22:00:00,37736962.09699012,0.0,46390278.899966519,0.0,17101377.737149694,0.0,30642141.479056989,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,208772681.67153547,0.0,35233267.594637479,69761869.8373822 - 04/03 23:00:00,40489031.24770446,0.0,49152241.97356814,0.0,19393816.97639668,0.0,33555486.23490958,0.0,5135.371257428885,5054.976062391274,5061.489914998346,6092.92196776713,219431709.56188715,0.0,35233267.594637479,62010550.96656194 - 04/03 24:00:00,46316320.213905248,0.0,55021305.84935786,0.0,24606914.88249538,0.0,40035289.26630154,0.0,2560.92699520091,2520.8352053505807,2524.0835588089755,3038.44212321266,204299266.58932329,0.0,35233267.594637479,46507913.22492146 - 04/04 01:00:00,58820438.18143166,0.0,67809077.09613543,0.0,35858331.728526677,0.0,54132047.5806596,0.0,2549.8127800786676,2509.894985339432,2513.129241207697,3025.255531225793,254773027.7230191,0.0,21139960.556782485,23253956.61246073 - 04/04 02:00:00,19852215.494261438,0.0,27176022.21890103,0.0,2643802.4627248786,0.0,11162060.451600163,0.0,1278.7173527308476,1258.6987940293598,1260.3207558981818,1517.1493273729885,79967691.05560047,0.0,14093307.03785499,0.0 - 04/04 03:00:00,43839815.53928845,0.0,51583151.97852369,0.0,23701674.639818979,0.0,38834252.15340355,0.0,1278.7173527308476,1258.6987940293598,1260.3207558981818,1517.1493273729885,177092484.73914764,0.0,14093307.03785499,0.0 - 04/04 04:00:00,47406357.75773945,0.0,55064479.39295108,0.0,27181179.453213015,0.0,42752862.127183217,0.0,1274.9063900393338,1254.947492669716,1256.5646206038485,1512.6277656128967,191481445.2992196,0.0,14093307.03785499,0.0 - 04/04 05:00:00,51137620.06507361,0.0,58899860.18303649,0.0,30661636.990923868,0.0,46882345.30183266,0.0,1271.6178446421598,1251.7104300642123,1253.3233867127777,1508.7260320306448,206608822.23728589,0.0,14093307.03785499,0.0 - 04/04 06:00:00,47547798.03123617,0.0,54471501.439614627,0.0,27597892.712610939,0.0,42778612.072605308,0.0,1274.9063900393338,1254.947492669716,1256.5646206038485,1512.6277656128967,191472370.82419987,0.0,14093307.03785499,0.0 - 04/04 07:00:00,21499756.5595757,0.0,27298859.882811265,0.0,6648428.311486854,0.0,16207167.535055317,0.0,5119.902066879404,5039.7490449056199,5046.243275946471,6074.568363675475,148263878.19399423,0.0,14093307.03785499,15502637.741640486 - 04/04 08:00:00,14211878.711845492,0.0,24534932.959264239,0.0,13692191.548933568,0.0,17139522.361547688,0.0,20557.735213706783,20235.90003389449,20261.976056523537,24390.96809406647,377186211.4150796,0.0,56373228.15141996,38756594.35410121 - 04/04 09:00:00,11240275.628536934,0.0,31936662.360833106,0.0,12499869.7303188,0.0,26874459.191035928,0.0,18018.949252776256,17736.859240792386,17759.71499428773,21378.795462840382,352170815.1332331,0.0,56373228.15141996,38756594.35410121 - 04/04 10:00:00,0.0,0.0,30563569.719870368,0.0,15798427.580785847,0.0,26020702.48583634,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,265067516.73724855,0.0,28186614.07570998,0.0 - 04/04 11:00:00,0.0,2554440.4944513987,26961205.163486564,0.0,16757313.14721018,0.0,26187353.341538147,0.0,10312.759642661353,10151.31146661208,10164.39246755963,12235.69565378084,224216844.88244493,2554440.4944513987,28186614.07570998,0.0 - 04/04 12:00:00,0.0,8399123.28211979,23516192.62181814,0.0,16477603.20523144,0.0,24270594.9702078,0.0,5160.60669820847,5079.816437637788,5086.362299603769,6122.862854956112,141483124.6427195,8399123.28211979,28186614.07570998,0.0 - 04/04 13:00:00,0.0,20929261.01853797,25460426.44498223,0.0,16898569.83397831,0.0,22580590.263451995,0.0,5164.249011547429,5083.4017298819539,5089.952211862934,6127.184320697139,142212820.72877459,20929261.01853797,28186614.07570998,0.0 - 04/04 14:00:00,0.0,20848696.722050489,16067548.131172605,0.0,10551059.711301974,0.0,16023475.510201952,0.0,5163.825770603628,5082.985114854083,5089.535059984077,6126.682161473419,119908984.53757128,20848696.722050489,28186614.07570998,0.0 - 04/04 15:00:00,0.0,977624.3060551378,18657845.052642995,0.0,10954570.413027354,0.0,18596093.07071746,0.0,7746.3735173211439,7625.102594822928,7634.928317794401,9190.77648104571,164118359.81593085,977624.3060551378,28186614.07570998,0.0 - 04/04 16:00:00,5225069.717970514,0.0,24936624.179607408,0.0,13942398.553361364,0.0,22742216.17349951,0.0,12910.622528868573,12708.504324704882,12724.880529657334,15317.960801742849,260029394.0903439,0.0,28186614.07570998,0.0 - 04/04 17:00:00,14985078.72151551,0.0,30147174.693076195,0.0,14497907.632077527,0.0,24580313.977798456,0.0,12907.379493515047,12705.312059674803,12721.684151067939,15314.113064090161,277345034.59052029,0.0,35233267.594637479,0.0 - 04/04 18:00:00,26932030.942706378,0.0,41577488.6365788,0.0,20532537.13838537,0.0,33408481.60606379,0.0,18054.981617347312,17772.327511974247,17795.228969957185,21421.546487964028,392609242.8378083,0.0,14093307.03785499,0.0 - 04/04 19:00:00,21892322.472062489,0.0,36199165.74408035,0.0,11977549.854568024,0.0,23702621.639282157,0.0,18058.61640294182,17775.905394322202,17798.811462771733,21425.859022323613,363984751.9264868,0.0,63419881.67034747,0.0 - 04/04 20:00:00,11397524.429901807,0.0,24864515.237441187,0.0,346899.49020119677,0.0,9296668.985378083,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,200343075.83384649,0.0,63419881.67034747,69761869.8373822 - 04/04 21:00:00,22688156.499877003,0.0,36797028.58213279,0.0,6351292.192373417,0.0,18904018.492971355,0.0,10318.179982652095,10156.646950169103,10169.734826431797,12242.126680272757,239132574.14964728,0.0,49326574.63249246,69761869.8373822 - 04/04 22:00:00,33301941.568827154,0.0,46960972.4945318,0.0,12854079.522169017,0.0,28008126.104190317,0.0,5156.940063985824,5076.207205257908,5082.748416359581,6118.512533414975,198288989.27818416,0.0,35233267.594637479,69761869.8373822 - 04/04 23:00:00,41925238.63319855,0.0,54673231.97665739,0.0,19072587.876038307,0.0,35911240.52223493,0.0,5140.996358047156,5060.513101010005,5067.03408865649,6099.595934927416,228507601.145637,0.0,35233267.594637479,62010550.96656194 - 04/04 24:00:00,48874482.2775697,0.0,60617489.70683992,0.0,25363358.96084138,0.0,43174881.00755449,0.0,2565.543206263963,2525.3791487682885,2528.633357561567,3043.9190814273636,216418721.21128176,0.0,35233267.594637479,46507913.22492146 - 04/05 01:00:00,56406218.335074838,0.0,67209382.7014008,0.0,33336857.729394244,0.0,52192712.42675291,0.0,2566.841969485217,2526.6575796090298,2529.9134357909335,3045.460014412541,247553113.9900946,0.0,21139960.556782485,23253956.61246073 - 04/05 02:00:00,18343583.88030139,0.0,27197524.29308548,0.0,1640666.7114296316,0.0,10544085.69390543,0.0,1282.7716031319815,1262.6895743841442,1264.3166787807837,1521.9595407136818,76920115.20796006,0.0,14093307.03785499,0.0 - 04/05 03:00:00,45609609.669569287,0.0,55743406.07572394,0.0,21929380.06745699,0.0,39888045.54926108,0.0,1283.4209847426085,1263.3287898045149,1264.9567178954667,1522.7300072062706,182374412.76074717,0.0,14093307.03785499,0.0 - 04/05 04:00:00,46667134.370980519,0.0,55939590.44906201,0.0,25085598.29961235,0.0,41657855.77442597,0.0,1283.8428143572213,1263.7440155978187,1265.3724787495865,1523.2304919417825,188560462.17640794,0.0,14093307.03785499,0.0 - 04/05 05:00:00,45580779.7611385,0.0,54099146.819531697,0.0,25517093.303782509,0.0,41133946.438654799,0.0,1283.8428143572213,1263.7440155978187,1265.3724787495865,1523.2304919417825,185541249.6054346,0.0,14093307.03785499,0.0 - 04/05 06:00:00,46242997.75492388,0.0,54572225.24199024,0.0,26587921.484521673,0.0,42073143.52416153,0.0,1282.9902792126473,1262.9048270499735,1264.532208821643,1522.2189915360128,188673814.70943029,0.0,14093307.03785499,0.0 - 04/05 07:00:00,41739061.684907708,0.0,49851409.244767,0.0,23460689.81726399,0.0,37808923.51405193,0.0,5131.961116850589,5051.619308199894,5058.128835286572,6088.875966144051,229650191.07632263,0.0,14093307.03785499,15502637.741640486 - 04/05 08:00:00,52671390.762094598,0.0,61156494.37738073,0.0,34910057.266738709,0.0,50950713.02299061,0.0,20524.345650111703,20203.033190146307,20229.066860492538,24351.352651418907,506796729.49701467,0.0,56373228.15141996,38756594.35410121 - 04/05 09:00:00,60365386.12629369,0.0,70698378.53112975,0.0,38179954.258530657,0.0,56836000.226637247,0.0,17970.862140828878,17689.52494155318,17712.31969997265,21321.74194011273,494979734.5434742,0.0,56373228.15141996,38756594.35410121 - 04/05 10:00:00,67379845.88738095,0.0,77545899.69488752,0.0,46536837.784948687,0.0,67421837.51656845,0.0,12840.50395623545,12639.483471406937,12655.770735945105,15234.767791904116,451018314.32355538,0.0,28186614.07570998,0.0 - 04/05 11:00:00,58100534.96256058,0.0,67884024.07965362,0.0,42140165.75624955,0.0,60750099.22019567,0.0,10280.43910012087,10119.49690819446,10132.536912836244,12197.348563807513,382702181.36451217,0.0,28186614.07570998,0.0 - 04/05 12:00:00,59036809.64527884,0.0,68881855.71419034,0.0,41541558.002932008,0.0,60561838.00790979,0.0,5144.746060404829,5064.204101077763,5070.729844954568,6104.044813639857,307003470.7225882,0.0,28186614.07570998,0.0 - 04/05 13:00:00,54905958.4970482,0.0,64675568.76788862,0.0,39053475.39031144,0.0,57113592.14908163,0.0,5148.271215078931,5067.6740687978249,5074.20428408221,6108.227275097253,292782751.43933227,0.0,28186614.07570998,0.0 - 04/05 14:00:00,42431695.95491049,0.0,52252593.13284219,0.0,33892908.912949968,0.0,49069694.919437628,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,254670769.51212419,0.0,28186614.07570998,0.0 - 04/05 15:00:00,42534268.7047451,0.0,51957367.553074579,0.0,32931901.56533414,0.0,48132670.21213414,0.0,7722.406822618397,7601.511103196734,7611.306426123314,9162.340912645881,291107442.98779156,0.0,28186614.07570998,0.0 - 04/05 16:00:00,50697075.41686183,0.0,60697523.03742572,0.0,35416176.84131696,0.0,52975211.43598426,0.0,12874.04553092269,12672.499946485272,12688.829756121499,15274.563589909905,392421766.49597057,0.0,28186614.07570998,0.0 - 04/05 17:00:00,57312223.75463742,0.0,66931486.5695859,0.0,37006513.69641842,0.0,55595830.640504818,0.0,12880.509527375027,12678.86274786729,12695.200756622537,15282.232874954689,409578555.9256969,0.0,35233267.594637479,0.0 - 04/05 18:00:00,59465308.295561689,0.0,68215141.76201909,0.0,39022899.11689164,0.0,57435685.91493483,0.0,18032.713338325033,17750.407847014205,17773.28105927155,21395.126024936562,493964536.8597776,0.0,14093307.03785499,0.0 - 04/05 19:00:00,47545732.238677199,0.0,56618852.87004381,0.0,25991713.146412929,0.0,41952758.21698171,0.0,18028.251830505924,17746.016184932298,17768.8837380848,21389.83261621541,441867800.203174,0.0,63419881.67034747,0.0 - 04/05 20:00:00,33897661.66956184,0.0,43176565.69576697,0.0,12333823.061349329,0.0,25474648.231823166,0.0,10299.23642473815,10137.99995718822,10151.0638048972,12219.650871927923,268991322.4700067,0.0,63419881.67034747,69761869.8373822 - 04/05 21:00:00,36753991.47219501,0.0,45947884.003317978,0.0,14912767.134302885,0.0,28681468.08143217,0.0,10297.898449857848,10136.682928554266,10149.745079137425,12218.063415806084,280384714.2353283,0.0,49326574.63249246,69761869.8373822 - 04/05 22:00:00,39971192.97554442,0.0,49139252.499246079,0.0,17756645.135285617,0.0,32270028.46606818,0.0,5148.271215078931,5067.6740687978249,5074.20428408221,6108.227275097253,216171275.71114669,0.0,35233267.594637479,69761869.8373822 - 04/05 23:00:00,42094827.8496676,0.0,51249594.018326077,0.0,19691881.377962486,0.0,34670769.24388923,0.0,5145.469082990373,5064.91580460985,5071.442465589298,6104.902652338137,224699300.50974495,0.0,35233267.594637479,62010550.96656194 - 04/05 24:00:00,46732252.103481,0.0,55939603.054338339,0.0,23867450.071185288,0.0,39869683.056060578,0.0,2570.1097750302176,2529.874227048615,2533.134228209061,3049.337140951878,204865827.62152837,0.0,35233267.594637479,46507913.22492146 - 04/06 01:00:00,54909857.90221547,0.0,64002119.62283741,0.0,31776788.911327099,0.0,49423561.96753648,0.0,2570.882109966621,2530.63447093751,2533.895451749803,3050.253486872084,238580724.2742101,0.0,21139960.556782485,23253956.61246073 - 04/06 02:00:00,16080413.863601987,0.0,23927018.796773863,0.0,429379.4572456798,0.0,8068092.725550175,0.0,1284.6597814213297,1264.5481928901336,1266.1776923064227,1524.199792177797,67727412.49483617,0.0,14093307.03785499,0.0 - 04/06 03:00:00,39876802.7222648,0.0,47898412.51633404,0.0,17608466.87628925,0.0,33792658.476592708,0.0,1285.63078208773,1265.5039923599614,1267.1347234214243,1525.351847403107,158413377.4344608,0.0,14093307.03785499,0.0 - 04/06 04:00:00,41134361.67020355,0.0,48638832.02078741,0.0,21481625.36292734,0.0,35852741.2902885,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,166347402.57484345,0.0,14093307.03785499,0.0 - 04/06 05:00:00,43739114.91869024,0.0,51242845.9578059,0.0,24071571.43855626,0.0,38792656.71861476,0.0,1282.9902792126473,1262.9048270499735,1264.532208821643,1522.2189915360128,177043715.73750014,0.0,14093307.03785499,0.0 - 04/06 06:00:00,45695691.618497829,0.0,53242100.33467403,0.0,26109692.845431698,0.0,41136442.89546971,0.0,1282.102306869719,1262.0307560797247,1263.6570115217347,1521.1654462471163,185368167.56865917,0.0,14093307.03785499,0.0 - 04/06 07:00:00,42619479.770599279,0.0,50713059.55942204,0.0,23559178.427902946,0.0,38338302.02229461,0.0,1282.9902792126473,1262.9048270499735,1264.532208821643,1522.2189915360128,174427546.48405183,0.0,14093307.03785499,15502637.741640486 - 04/06 08:00:00,47626388.96525634,0.0,57502140.91089238,0.0,31394639.885791758,0.0,44760607.916770819,0.0,5107.458772814891,5027.500552930982,5033.979000539748,6059.804870257667,257707253.18626715,0.0,56373228.15141996,38756594.35410121 - 04/06 09:00:00,60702462.236780118,0.0,71405746.19392252,0.0,39852425.64153782,0.0,58908482.67127984,0.0,12757.5854085953,12557.863029098533,12574.04511736596,15136.388100324628,421762290.7029042,0.0,56373228.15141996,38756594.35410121 - 04/06 10:00:00,50457844.82521509,0.0,64160532.16295285,0.0,41044557.96803911,0.0,58828275.65453858,0.0,12792.271569508739,12592.006171692175,12608.232256883754,15177.541906196264,405903397.46615698,0.0,28186614.07570998,0.0 - 04/06 11:00:00,54582195.10795043,0.0,65080576.60559491,0.0,40522699.13860209,0.0,58638282.42444953,0.0,12818.747925777896,12618.068035664779,12634.327704228166,15208.955092244967,410632108.8050938,0.0,28186614.07570998,0.0 - 04/06 12:00:00,40135220.20514538,0.0,52378132.3559613,0.0,34847032.375380348,0.0,50361006.10951423,0.0,7689.870444826176,7569.484088468507,7579.238141317679,9123.737742385307,292785780.5471929,0.0,28186614.07570998,0.0 - 04/06 13:00:00,37229737.26631948,0.0,49794354.91562158,0.0,33444381.635392477,0.0,48262325.307011548,0.0,7688.47892252177,7568.114350705364,7577.866638507623,9122.086754288799,283774367.1220299,0.0,28186614.07570998,0.0 - 04/06 14:00:00,40687400.59457944,0.0,52477589.888633858,0.0,34070313.30070472,0.0,49800994.69341216,0.0,7675.362941705243,7555.203703015304,7564.9393541302529,9106.52514371776,291883610.590577,0.0,28186614.07570998,0.0 - 04/06 15:00:00,54112553.549437,0.0,64279206.97520022,0.0,38590355.88434043,0.0,57013475.0399798,0.0,7670.755131688606,7550.668029124063,7560.397835560255,9101.05815302394,328773956.3867861,0.0,28186614.07570998,0.0 - 04/06 16:00:00,57794283.07795227,0.0,67712163.92508945,0.0,39955787.69704628,0.0,59127979.797372389,0.0,17891.108882585515,17611.020235445572,17633.71383253841,21227.117743576004,492296872.9963842,0.0,28186614.07570998,0.0 - 04/06 17:00:00,51440784.864212099,0.0,61184224.9172643,0.0,35684795.87961702,0.0,53821338.42127843,0.0,22983.564477667012,22623.752488189417,22652.90550242886,27269.121916159504,546036783.8663731,0.0,35233267.594637479,0.0 - 04/06 18:00:00,65401763.59301311,0.0,75202499.98554224,0.0,43353359.90082495,0.0,63996693.501363817,0.0,17887.40349242382,17607.372853858094,17630.06175092748,21222.721439592588,515605531.3132313,0.0,14093307.03785499,0.0 - 04/06 19:00:00,57297185.041387129,0.0,67598864.8862168,0.0,33180248.684481324,0.0,52171548.46341431,0.0,17891.108882585515,17611.020235445572,17633.71383253841,21227.117743576004,477954505.5744233,0.0,63419881.67034747,0.0 - 04/06 20:00:00,44620307.611425,0.0,55210648.25130965,0.0,19937441.669990317,0.0,36354392.957470659,0.0,15335.236185073298,15095.16020181049,15114.611856461497,18194.67235163658,385585640.6321303,0.0,63419881.67034747,69761869.8373822 - 04/06 21:00:00,47005212.25308466,0.0,57629975.75611891,0.0,22007625.52302137,0.0,38969237.34781796,0.0,12802.206012981016,12601.785089598625,12618.023775924037,15189.328744155097,357172887.9216145,0.0,49326574.63249246,69761869.8373822 - 04/06 22:00:00,50291128.443467069,0.0,61504082.182134088,0.0,24908768.1746241,0.0,42688908.6250288,0.0,10239.804133758807,10079.498089811239,10092.486551892942,12149.13672735095,332612219.2353842,0.0,35233267.594637479,69761869.8373822 - 04/06 23:00:00,51155932.14306371,0.0,62180199.42687918,0.0,25780255.718119153,0.0,43922811.00705962,0.0,7695.304285788543,7574.8328616369249,7584.593806926263,9130.184787264692,298184894.9649408,0.0,35233267.594637479,62010550.96656194 - 04/06 24:00:00,53883622.47017597,0.0,64819083.35899177,0.0,28635025.304167034,0.0,47303071.91992564,0.0,5128.409227478876,5048.123024318898,5054.628046086938,6084.661784988465,271377762.55160388,0.0,35233267.594637479,46507913.22492146 - 04/07 01:00:00,62254487.77123088,0.0,73114955.8212071,0.0,36792773.31437759,0.0,57179340.85581144,0.0,2563.2901482753925,2523.161362822836,2526.4127137725597,3041.245914128435,267696354.2630242,0.0,21139960.556782485,23253956.61246073 - 04/07 02:00:00,22975221.691587889,0.0,32010760.07477332,0.0,3325949.645510735,0.0,13647755.752350234,0.0,1281.6450741376962,1261.580681411418,1263.2063568862796,1520.6229570642173,91137085.41442077,0.0,14093307.03785499,0.0 - 04/07 03:00:00,47975902.21104605,0.0,57562680.999804567,0.0,25587774.312840746,0.0,42909316.57144503,0.0,1281.4131537536283,1261.3523917842277,1262.9777730846038,1520.3477923814665,193209602.09475056,0.0,14093307.03785499,0.0 - 04/07 04:00:00,49311147.270740788,0.0,58586337.68130662,0.0,27285557.969397606,0.0,44455622.07268623,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,198819500.54698093,0.0,14093307.03785499,0.0 - 04/07 05:00:00,52761847.45453378,0.0,62154183.87523543,0.0,30442755.696795957,0.0,48209447.40517825,0.0,1277.6716780302728,1257.669489561293,1259.2901250662488,1515.9086742566138,212686178.31263537,0.0,14093307.03785499,0.0 - 04/07 06:00:00,55769527.26422369,0.0,65258854.833649437,0.0,32953420.553104424,0.0,51431319.330875139,0.0,1273.4434303364224,1253.5074358738687,1255.1227081478363,1510.8920197699975,224467798.12071396,0.0,14093307.03785499,0.0 - 04/07 07:00:00,46946813.51678075,0.0,56570631.49123143,0.0,26697955.714300764,0.0,43455172.232096318,0.0,1270.992438805243,1251.0948150723419,1252.7069784381554,1507.9840118783514,192688574.63350804,0.0,14093307.03785499,15502637.741640486 - 04/07 08:00:00,44593134.50242018,0.0,57797987.22109354,0.0,31615888.40797607,0.0,45729221.69467936,0.0,1271.6178446421598,1251.7104300642123,1253.3233867127777,1508.7260320306448,198763591.5225884,0.0,56373228.15141996,38756594.35410121 - 04/07 09:00:00,53200886.705137539,0.0,69741268.00885117,0.0,38362988.3170824,0.0,57940930.82410138,0.0,5086.471378568639,5006.841720256849,5013.2935468511109,6034.904128122579,295355512.64084956,0.0,56373228.15141996,38756594.35410121 - 04/07 10:00:00,50355681.60715959,0.0,72738113.59863486,0.0,44139290.17993501,0.0,64870511.67231083,0.0,7635.2409182466449,7515.709797318706,7525.394556505104,9058.921894435922,346350558.85746327,0.0,28186614.07570998,0.0 - 04/07 11:00:00,33212966.00452651,0.0,62702938.004056628,0.0,39804173.550451669,0.0,58399975.56316927,0.0,7651.155487514214,7531.3752210355319,7541.0801667193259,9077.803923375437,308605146.3973243,0.0,28186614.07570998,0.0 - 04/07 12:00:00,29220085.29451381,0.0,59227086.67290968,0.0,38763420.343367788,0.0,56053750.64712255,0.0,5106.365530594851,5026.424425621841,5032.90148653073,6058.507780095211,259671460.16014735,0.0,28186614.07570998,0.0 - 04/07 13:00:00,16788619.864353867,0.0,62792332.714646209,0.0,39766952.451064418,0.0,55423101.22666837,0.0,5112.795412495462,5032.753646521804,5039.238863277833,6066.136589526604,251274334.49929098,0.0,28186614.07570998,0.0 - 04/07 14:00:00,36742.039590058266,0.0,46311612.11194421,0.0,29810203.496001103,0.0,42394789.085991207,0.0,7689.870444826176,7569.484088468507,7579.238141317679,9123.737742385307,233617736.2347182,0.0,28186614.07570998,0.0 - 04/07 15:00:00,355066.0769138572,0.0,42636444.61490042,0.0,23543132.508302247,0.0,36861501.99661897,0.0,10258.620918643544,10098.020294418338,10111.0326242512,12171.462124335854,256897034.65867169,0.0,28186614.07570998,0.0 - 04/07 16:00:00,11101930.497142975,0.0,38546272.50295233,0.0,18502009.8444262,0.0,32450426.74307476,0.0,12827.716031319813,12626.89574384144,12643.166787807837,15219.595407136816,292543185.87997749,0.0,28186614.07570998,0.0 - 04/07 17:00:00,24704967.222234414,0.0,43226881.261359769,0.0,17803995.028356956,0.0,33967818.457128588,0.0,15371.312592911409,15130.671826753845,15150.16924175819,18237.47563241535,349706327.4268994,0.0,35233267.594637479,0.0 - 04/07 18:00:00,47651829.7558732,0.0,63411059.35343863,0.0,31218732.714019769,0.0,50559616.07880741,0.0,17916.195447042668,17635.714065056254,17658.439482668997,21256.881994691383,460923269.4641926,0.0,14093307.03785499,0.0 - 04/07 19:00:00,49157953.35555304,0.0,65285119.9222569,0.0,29225542.89140817,0.0,48673286.63778044,0.0,10229.73882184678,10069.590352234878,10082.566047185453,12137.194618983907,345410626.23190227,0.0,63419881.67034747,0.0 - 04/07 20:00:00,39816744.44538112,0.0,55391157.69438773,0.0,18451387.381480695,0.0,35697341.18495223,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,263991843.96753554,0.0,63419881.67034747,69761869.8373822 - 04/07 21:00:00,46555511.329544369,0.0,61569750.08784938,0.0,23480593.379467638,0.0,42031541.594072747,0.0,5099.625560157335,5019.789970678864,5026.258482415394,6050.511062451586,249943662.66346554,0.0,49326574.63249246,69761869.8373822 - 04/07 22:00:00,52494083.49259571,0.0,67109175.27101849,0.0,28036267.701766574,0.0,47793537.619477357,0.0,5097.3103940984469,5017.511048976521,5023.976624089833,6047.764206298037,271704688.26932439,0.0,35233267.594637479,69761869.8373822 - 04/07 23:00:00,56554921.70130636,0.0,70892933.09315706,0.0,31071385.38254113,0.0,51667590.87748965,0.0,5093.773721345689,5014.029743495475,5020.490832591345,6043.56807907999,286405535.6099392,0.0,35233267.594637479,62010550.96656194 - 04/07 24:00:00,62670690.07582205,0.0,76794386.9554541,0.0,36102761.74533635,0.0,57962196.367489058,0.0,5085.224772375858,5005.61462991657,5012.0648752796819,6033.425077460728,309620820.8222197,0.0,35233267.594637479,46507913.22492146 - 04/08 01:00:00,73141097.04395554,0.0,87005646.68958801,0.0,45563187.29330835,0.0,69553695.36837235,0.0,2539.432909515442,2499.677613586237,2502.8987033281325,3012.9402110265448,313261444.37006726,0.0,21139960.556782485,23253956.61246073 - 04/08 02:00:00,33668236.31339079,0.0,46407422.7106342,0.0,11324140.421202394,0.0,26304560.359521018,0.0,1268.4070713236397,1248.5499220009629,1250.1588060123023,1504.9165720509732,136683676.34174479,0.0,14093307.03785499,0.0 - 04/08 03:00:00,62298440.47056572,0.0,74730331.99491248,0.0,36621114.42146266,0.0,57795892.06382316,0.0,1267.0644895209508,1247.2283585668534,1248.8355396088187,1503.3236499915807,250405006.28644154,0.0,14093307.03785499,0.0 - 04/08 04:00:00,65864257.9227155,0.0,78066845.01586449,0.0,39681912.36896761,0.0,61821168.14895161,0.0,1265.3398915471713,1245.5307594960769,1247.1357530083693,1501.2774803276432,264367605.44026456,0.0,14093307.03785499,0.0 - 04/08 05:00:00,68512092.40082714,0.0,80628012.97680423,0.0,42147847.2281585,0.0,64623613.56220799,0.0,1263.9233747347699,1244.1364185186247,1245.73961528025,1499.5968372015,274823792.65264436,0.0,14093307.03785499,0.0 - 04/08 06:00:00,65228861.450838718,0.0,76177946.23785697,0.0,38799638.93523622,0.0,60260414.939667928,0.0,1262.47434789568,1242.7100764650166,1244.311435239322,1497.8776221696747,259357406.09797073,0.0,14093307.03785499,0.0 - 04/08 07:00:00,40194732.47619804,0.0,49846090.171546179,0.0,17319651.304997948,0.0,33104489.906119639,0.0,5062.755661857021,4983.497277514514,4989.919022411584,6006.766335528805,216219541.72918476,0.0,14093307.03785499,15502637.741640486 - 04/08 08:00:00,36379924.872212078,0.0,55721353.24035859,0.0,24824951.51657563,0.0,41549017.21700721,0.0,20278.451778137507,19960.98883260932,19986.710604095908,24059.608958667653,461903983.4707909,0.0,56373228.15141996,38756594.35410121 - 04/08 09:00:00,27202953.90340185,0.0,61172666.56317302,0.0,31863804.774788739,0.0,48502993.935357067,0.0,17811.28758606068,17532.44855620849,17555.040905672984,21132.412822215498,435254702.7092881,0.0,56373228.15141996,38756594.35410121 - 04/08 10:00:00,11527031.127776448,0.0,59642197.14277419,0.0,32047812.97642199,0.0,49678231.02687918,0.0,12734.434303364225,12535.074358738684,12551.227081478362,15108.920197699974,343442033.6624643,0.0,28186614.07570998,0.0 - 04/08 11:00:00,3280382.08537678,0.0,60264631.81747204,0.0,34569347.0601304,0.0,52185397.97606998,0.0,10225.590824990924,10065.507293043607,10078.477726555666,12132.273179053209,303306415.4241655,0.0,28186614.07570998,0.0 - 04/08 12:00:00,0.0,0.0,61007263.78563343,0.0,36876920.17648953,0.0,52917352.9370803,0.0,5121.85399040182,5041.670410701161,5048.167117617951,6076.88424642532,227440409.6537298,0.0,28186614.07570998,0.0 - 04/08 13:00:00,0.0,0.0,53614150.68753103,0.0,33457547.310981536,0.0,45350221.463817868,0.0,5137.835524461382,5057.40175086367,5063.918729217922,6095.845726534332,209299925.69420875,0.0,28186614.07570998,0.0 - 04/08 14:00:00,0.0,416287.3836611137,41204655.567650418,0.0,24932332.194320356,0.0,35521377.440793197,0.0,5144.014055739574,5063.4835560820979,5070.008371463131,6103.176318046869,178628821.48755796,416287.3836611137,28186614.07570998,0.0 - 04/08 15:00:00,0.0,4665554.014576955,31346349.508470954,0.0,16089097.109074032,0.0,26271009.04379658,0.0,7722.406822618397,7601.511103196734,7611.306426123314,9162.340912645881,189257690.61384515,4665554.014576955,28186614.07570998,0.0 - 04/08 16:00:00,0.0,0.0,29336828.664474776,0.0,10483494.608411346,0.0,21909869.34073756,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,254415009.5643797,0.0,28186614.07570998,0.0 - 04/08 17:00:00,10613123.497413215,0.0,31933679.970294425,0.0,9614764.345189423,0.0,22917786.259712526,0.0,12867.220385646113,12665.781650131234,12682.102802556885,15266.46581557106,267613008.42666865,0.0,35233267.594637479,0.0 - 04/08 18:00:00,32846273.51536578,0.0,48203087.85102162,0.0,20940536.902538506,0.0,36132585.749321859,0.0,17996.174769766345,17714.441296562563,17737.268162248623,21351.774408104586,407401255.1103034,0.0,14093307.03785499,0.0 - 04/08 19:00:00,37333596.57961401,0.0,53126953.49244703,0.0,20600017.717461114,0.0,36871929.1737497,0.0,17952.5866076262,17671.535515232084,17694.307092439598,21300.05871758774,416559053.5216601,0.0,63419881.67034747,0.0 - 04/08 20:00:00,30147557.569952854,0.0,45186547.88232319,0.0,11472521.73840657,0.0,25938604.552407456,0.0,10243.70798080364,10083.340821402322,10096.334235235901,12153.76849285064,266022977.25214309,0.0,63419881.67034747,69761869.8373822 - 04/08 21:00:00,37427050.335227709,0.0,51891351.98369594,0.0,17017239.614725587,0.0,32943869.26915747,0.0,10221.373424242181,10061.355916490344,10074.32100052999,12127.26939405291,292223062.2499422,0.0,49326574.63249246,69761869.8373822 - 04/08 22:00:00,43501273.51761233,0.0,57381376.90834379,0.0,21743339.872665846,0.0,38967243.54859182,0.0,5109.619373943692,5029.627329446052,5036.108517623432,6062.3683410217749,238049038.67053963,0.0,35233267.594637479,69761869.8373822 - 04/08 23:00:00,47110271.87398579,0.0,60502241.64037567,0.0,24498581.139774607,0.0,42323101.592503,0.0,5108.543390733541,5028.56819095378,5035.048014323108,6061.091728015734,250873901.01313324,0.0,35233267.594637479,62010550.96656194 - 04/08 24:00:00,51912795.764667879,0.0,64782694.16109213,0.0,28477425.074564924,0.0,47158473.1616876,0.0,2555.3433560605456,2515.338979122586,2518.5802501324976,3031.8173485132276,230567275.92379643,0.0,35233267.594637479,46507913.22492146 - 04/09 01:00:00,60680462.292621459,0.0,73115548.24751032,0.0,36778184.2968342,0.0,57112665.3809966,0.0,2554.809686971846,2514.813664723026,2518.054258811716,3031.1841705108874,265914762.62962545,0.0,21139960.556782485,23253956.61246073 - 04/09 02:00:00,22265640.11578781,0.0,32341239.998652519,0.0,3662874.8239035776,0.0,13925299.088724744,0.0,1276.8646932037228,1256.8751382327455,1258.494750134937,1514.9512175644168,91300922.90395762,0.0,14093307.03785499,0.0 - 04/09 03:00:00,48803502.49003582,0.0,59564669.24678298,0.0,27179495.871454717,0.0,44791998.84033091,0.0,1275.4766324342755,1255.5088078135862,1257.126659059574,1513.3043364470044,199424765.6173204,0.0,14093307.03785499,0.0 - 04/09 04:00:00,50150895.5795684,0.0,60367761.98716741,0.0,28631130.141313048,0.0,46098630.22327718,0.0,1277.9363487561082,1257.9300168175412,1259.550988038458,1516.2226959697148,204370322.10982055,0.0,14093307.03785499,0.0 - 04/09 05:00:00,50600465.286187198,0.0,60384978.98504088,0.0,29453630.443442249,0.0,46581444.77031683,0.0,1278.1988531238656,1258.188411630451,1259.8097158194583,1516.534147381651,206146351.54562668,0.0,14093307.03785499,0.0 - 04/09 06:00:00,48395955.08678758,0.0,57483609.91047698,0.0,28357619.34276293,0.0,44678618.53140661,0.0,1279.975516719851,1259.9372612264049,1261.5608189866178,1518.6420909188688,198068219.3477004,0.0,14093307.03785499,0.0 - 04/09 07:00:00,38408537.4255405,0.0,47058891.190937358,0.0,21592543.768152667,0.0,35489543.485249858,0.0,5126.580296550785,5046.322725645672,5052.825427545119,6082.49182825687,219259108.87067474,0.0,14093307.03785499,15502637.741640486 - 04/09 08:00:00,33335464.42476362,0.0,45695928.763247158,0.0,23429906.374157877,0.0,37098057.563121769,0.0,20567.05687973297,20245.07576750008,20271.163613998426,24402.027894976673,447306524.0876398,0.0,56373228.15141996,38756594.35410121 - 04/09 09:00:00,19563540.31751865,0.0,41423919.98933918,0.0,24117194.49418588,0.0,35455803.554196689,0.0,18021.322287251227,17739.195124969963,17762.053888490493,21381.610977660646,390215514.5573808,0.0,56373228.15141996,38756594.35410121 - 04/09 10:00:00,3372519.0672748957,0.0,34718270.31381585,0.0,20769924.6240511,0.0,31788655.22140422,0.0,12888.080150899912,12686.314851868598,12702.662463420469,15291.2151307785,283495150.575629,0.0,28186614.07570998,0.0 - 04/09 11:00:00,0.0,0.0,30948099.650757739,0.0,19902082.59495472,0.0,30254566.12705966,0.0,10319.209373109612,10157.660225326976,10170.749407298134,12243.34801275635,235512229.63933999,0.0,28186614.07570998,0.0 - 04/09 12:00:00,0.0,0.0,26325478.929810488,0.0,18972021.037924064,0.0,27794116.532542178,0.0,5161.094005018891,5080.2961155691859,5086.84259564914,6123.441025885031,150317641.97191683,0.0,28186614.07570998,0.0 - 04/09 13:00:00,4309712.40006471,0.0,25698561.591419113,0.0,18217045.62619001,0.0,26976161.51391183,0.0,5161.5721728880939,5080.766797631193,5087.313884233026,6124.00835380905,152434661.48240657,0.0,28186614.07570998,0.0 - 04/09 14:00:00,20349080.478058675,0.0,34548121.558330979,0.0,20682372.584137106,0.0,32118950.80239299,0.0,5161.5721728880939,5080.766797631193,5087.313884233026,6124.00835380905,184931705.77374066,0.0,28186614.07570998,0.0 - 04/09 15:00:00,27945202.18328809,0.0,41105353.08722709,0.0,23506351.617967305,0.0,36395340.12928282,0.0,7737.049870136405,7615.924911074191,7625.738807663407,9179.714329566512,244722587.52415113,0.0,28186614.07570998,0.0 - 04/09 16:00:00,35811609.76946219,0.0,48333383.07227999,0.0,27387772.2146368,0.0,41844949.312301028,0.0,12877.322736075663,12675.725846380214,12692.059812917716,15278.451868725297,346062531.319436,0.0,28186614.07570998,0.0 - 04/09 17:00:00,43468843.39000887,0.0,55891043.842988248,0.0,30856983.79822115,0.0,47006041.21396588,0.0,12854.410549833105,12653.172354687547,12669.477258749017,15251.26743436042,369564891.5966525,0.0,35233267.594637479,0.0 - 04/09 18:00:00,54084835.89729982,0.0,66582204.50120327,0.0,37693470.26321729,0.0,56208709.32501193,0.0,17961.863908977062,17680.66757869962,17703.450923503002,21311.065881504175,483334593.84039428,0.0,14093307.03785499,0.0 - 04/09 19:00:00,46293618.6440849,0.0,59082849.513116,0.0,27344801.32773234,0.0,44457208.26730442,0.0,17943.031037927743,17662.129539759848,17684.888996407917,21288.72139889904,445662053.255018,0.0,63419881.67034747,0.0 - 04/09 20:00:00,35484465.213118318,0.0,48396284.036384899,0.0,15287070.920622744,0.0,30240677.227789798,0.0,10253.16059310157,10092.645451291344,10105.650855090238,12164.98365651374,282827683.39950457,0.0,63419881.67034747,69761869.8373822 - 04/09 21:00:00,40110908.28076202,0.0,52792982.33577513,0.0,18755241.142553636,0.0,34741455.42132069,0.0,10253.16059310157,10092.645451291344,10105.650855090238,12164.98365651374,299819773.1820003,0.0,49326574.63249246,69761869.8373822 - 04/09 22:00:00,44597054.009578477,0.0,57067745.616808068,0.0,22255789.84848121,0.0,39231755.325305279,0.0,5126.580296550785,5046.322725645672,5052.825427545119,6082.49182825687,239861937.80096743,0.0,35233267.594637479,69761869.8373822 - 04/09 23:00:00,47452628.001054588,0.0,59719377.4435638,0.0,24423605.82466268,0.0,41989093.36711517,0.0,5126.580296550785,5046.322725645672,5052.825427545119,6082.49182825687,250294297.63719065,0.0,35233267.594637479,62010550.96656194 - 04/09 24:00:00,51706981.11671325,0.0,63773954.15661739,0.0,28103367.81128615,0.0,46533934.481159139,0.0,2563.2901482753925,2523.161362822836,2526.4127137725597,3041.245914128435,228473034.0661731,0.0,35233267.594637479,46507913.22492146 - 04/10 01:00:00,60253752.08023305,0.0,72050862.62636453,0.0,36154898.73664871,0.0,56297734.26527499,0.0,2563.2901482753925,2523.161362822836,2526.4127137725597,3041.245914128435,263112044.20891846,0.0,21139960.556782485,23253956.61246073 - 04/10 02:00:00,21206404.24652221,0.0,30710846.792049275,0.0,2723686.464272021,0.0,12857843.365012436,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,86679616.42070562,0.0,14093307.03785499,0.0 - 04/10 03:00:00,46197916.818137127,0.0,56292949.12865037,0.0,24761408.667696306,0.0,41853738.44689601,0.0,1281.4131537536283,1261.3523917842277,1262.9777730846038,1520.3477923814665,188279941.06099395,0.0,14093307.03785499,0.0 - 04/10 04:00:00,48005901.588903468,0.0,57705391.07591074,0.0,26867489.434455545,0.0,43786811.48575356,0.0,1281.4131537536283,1261.3523917842277,1262.9777730846038,1520.3477923814665,195539521.58463747,0.0,14093307.03785499,0.0 - 04/10 05:00:00,49111597.30155264,0.0,58515801.746851619,0.0,28304480.63808305,0.0,45089128.63423247,0.0,1280.9427160759508,1260.8893188961543,1262.5141034798492,1519.7896360346122,200187897.1088714,0.0,14093307.03785499,0.0 - 04/10 06:00:00,48872285.795999597,0.0,57974022.66083646,0.0,28805256.052378168,0.0,45274448.00478415,0.0,1280.9427160759508,1260.8893188961543,1262.5141034798492,1519.7896360346122,200092901.30215,0.0,14093307.03785499,0.0 - 04/10 07:00:00,41960560.56677519,0.0,50687671.116402078,0.0,24435359.655374536,0.0,39256357.82422146,0.0,5122.816813185105,5042.61816031416,5049.11608850306,6078.026598904484,232993228.74203778,0.0,14093307.03785499,15502637.741640486 - 04/10 08:00:00,51143474.72394574,0.0,60531260.55969697,0.0,34883288.714040789,0.0,51155958.5184883,0.0,20513.636909915505,20192.492097275594,20218.512184347754,24338.64713995386,504661820.5095455,0.0,56373228.15141996,38756594.35410121 - 04/10 09:00:00,42234018.84621902,0.0,53318322.42657476,0.0,33256440.34189209,0.0,46296077.58687216,0.0,17973.799401001095,17692.416218369457,17715.21470249421,21325.226887184952,444048825.154137,0.0,56373228.15141996,38756594.35410121 - 04/10 10:00:00,50538625.05744121,0.0,60575356.8151588,0.0,38680204.53808656,0.0,55673894.873962,0.0,12858.182690045813,12656.885441341536,12673.195130094145,15255.742934731357,397866503.5910148,0.0,28186614.07570998,0.0 - 04/10 11:00:00,36600015.99562261,0.0,49046362.82497871,0.0,32931697.2574412,0.0,47448493.32410133,0.0,10296.542430157862,10135.348137595649,10148.40856816442,12216.454550194507,320094882.67214867,0.0,28186614.07570998,0.0 - 04/10 12:00:00,28654134.421192945,0.0,46047396.24055889,0.0,30248054.169408595,0.0,43664059.19725392,0.0,5158.033246757604,5077.283274049462,5083.825871775604,6119.80955304434,225793871.03267158,0.0,28186614.07570998,0.0 - 04/10 13:00:00,21141808.377429159,0.0,37678106.080199699,0.0,25412204.39633868,0.0,36450581.48673075,0.0,5164.249011547429,5083.4017298819539,5089.952211862934,6127.184320697139,197955934.52706034,0.0,28186614.07570998,0.0 - 04/10 14:00:00,13318521.29064995,0.0,30263156.594003306,0.0,20223570.651426455,0.0,29804035.4570527,0.0,5167.976487713387,5087.0708517131729,5093.626061732132,6131.606828881535,170938292.82127724,0.0,28186614.07570998,0.0 - 04/10 15:00:00,2356170.930301468,0.0,21519079.84940237,0.0,13136576.010220465,0.0,20963897.870536165,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,174032241.22958539,0.0,28186614.07570998,0.0 - 04/10 16:00:00,0.0,0.0,12462466.939004114,0.0,2840091.37585471,0.0,10066321.186757094,0.0,12930.911584806106,12728.475751686792,12744.877691861353,15342.032992131853,218855552.3753659,0.0,28186614.07570998,0.0 - 04/10 17:00:00,0.0,0.0,10105512.870422729,0.0,0.0,0.0,5660228.5425157579,0.0,12929.120017805477,12726.712232001773,12743.111899701222,15339.907366273923,209225606.86975513,0.0,35233267.594637479,0.0 - 04/10 18:00:00,11217571.22511676,0.0,21781453.03143578,0.0,3139596.448562553,0.0,12932019.677386573,0.0,18094.19976536697,17810.931692570517,17833.8828959804,21468.07732354061,319816170.42135229,0.0,14093307.03785499,0.0 - 04/10 19:00:00,23210909.859213987,0.0,33656742.038785908,0.0,9158166.039357637,0.0,20353258.18773392,0.0,18063.829017566117,17781.036404492144,17803.94908477199,21432.04359059761,356670165.27583178,0.0,63419881.67034747,0.0 - 04/10 20:00:00,18527707.661172559,0.0,29558042.0100198,0.0,2520727.222650853,0.0,12828969.38506398,0.0,10303.1419529463,10141.844343623696,10154.913145216986,12224.284632063716,217602508.94476969,0.0,63419881.67034747,69761869.8373822 - 04/10 21:00:00,26245747.952391026,0.0,37239422.19450198,0.0,8190245.715034975,0.0,20512190.862641194,0.0,10295.168378649452,10133.995597119932,10147.054284802247,12214.824290530547,246235359.90853704,0.0,49326574.63249246,69761869.8373822 - 04/10 22:00:00,33260036.338975759,0.0,44195520.756732467,0.0,13683624.499429446,0.0,27597069.99742123,0.0,5141.764219933242,5061.26894187502,5067.790903499606,6100.506973744168,195673043.3331462,0.0,35233267.594637479,69761869.8373822 - 04/10 23:00:00,37979343.04197112,0.0,48849887.37206139,0.0,17344593.02313239,0.0,32259944.080754296,0.0,5140.219550060435,5059.74845409723,5066.268456418122,6098.674281903756,213347446.19084553,0.0,35233267.594637479,62010550.96656194 - 04/10 24:00:00,45145416.16436809,0.0,56117009.090483177,0.0,23278495.834461426,0.0,39808562.5416249,0.0,2564.655229660886,2524.5050736045848,2527.7581560628,3042.8655310839637,202724705.99642165,0.0,35233267.594637479,46507913.22492146 - 04/11 01:00:00,57013371.508760709,0.0,68068517.23635069,0.0,33865786.67473699,0.0,52967342.802175458,0.0,2560.4412025962035,2520.357017919725,2523.6047551848075,3037.8657488310198,250227185.6303382,0.0,21139960.556782485,23253956.61246073 - 04/11 02:00:00,20690846.79694423,0.0,29778000.788601065,0.0,2829125.075008155,0.0,12400984.94222019,0.0,1278.9733429949743,1258.9507767181468,1260.5730632923824,1517.4530500496256,84836378.4417721,0.0,14093307.03785499,0.0 - 04/11 03:00:00,48438084.36478578,0.0,58450359.4834438,0.0,26639422.51335232,0.0,44024089.24977556,0.0,1276.0383038231703,1256.0616861321083,1257.6802498182404,1513.970738109613,196645459.13173677,0.0,14093307.03785499,0.0 - 04/11 04:00:00,54156101.86244674,0.0,64193406.774423588,0.0,31556869.534293318,0.0,49913743.598436329,0.0,1271.6178446421598,1251.7104300642123,1253.3233867127777,1508.7260320306448,218847481.46601925,0.0,14093307.03785499,0.0 - 04/11 05:00:00,54523938.788872238,0.0,64382997.69317456,0.0,32247851.938604226,0.0,50423799.05563365,0.0,1277.404843485923,1257.406832361513,1259.027129405858,1515.5920852554437,220692538.68211616,0.0,14093307.03785499,0.0 - 04/11 06:00:00,46756991.71520123,0.0,54343978.4161714,0.0,25237260.904187666,0.0,41398739.29077435,0.0,1278.1988531238656,1258.188411630451,1259.8097158194583,1516.534147381651,186862802.3869742,0.0,14093307.03785499,0.0 - 04/11 07:00:00,24074121.658046627,0.0,29506551.666855344,0.0,4956548.3926380029,0.0,15628868.162591115,0.0,5122.816813185105,5042.61816031416,5049.11608850306,6078.026598904484,150819369.45939563,0.0,14093307.03785499,15502637.741640486 - 04/11 08:00:00,20476964.97271739,0.0,32441066.3371697,0.0,13695716.40540417,0.0,20295120.95124167,0.0,20524.345650111703,20203.033190146307,20229.066860492538,24351.352651418907,394016942.73434296,0.0,56373228.15141996,38756594.35410121 - 04/11 09:00:00,21781742.05705387,0.0,43097519.44444854,0.0,19102524.274403186,0.0,34191837.29848455,0.0,17988.018311993434,17706.412529657668,17729.229049458096,21342.09708230816,387330348.17869266,0.0,56373228.15141996,38756594.35410121 - 04/11 10:00:00,3315633.8881442726,0.0,37176579.463985729,0.0,19376802.04778795,0.0,31376671.35283483,0.0,12875.695427450826,12674.124013575474,12690.455915987912,15276.521129160117,283906154.1029804,0.0,28186614.07570998,0.0 - 04/11 11:00:00,0.0,0.0,37586063.94552295,0.0,21684926.058114657,0.0,33854969.157893549,0.0,10311.620969935524,10150.190620020192,10163.270176642505,12234.344662057452,247419894.30469156,0.0,28186614.07570998,0.0 - 04/11 12:00:00,0.0,0.0,37561698.7975707,0.0,23297808.00254596,0.0,33877022.163963828,0.0,5162.041197227969,5081.228479307532,5087.776160833328,6124.564833284553,171976727.37843264,0.0,28186614.07570998,0.0 - 04/11 13:00:00,0.0,4741483.421981692,31242724.073693079,0.0,20160976.979006925,0.0,27869593.299408564,0.0,5165.4637032899859,5084.597405398679,5091.149428129604,6128.625506082048,156564704.10654969,4741483.421981692,28186614.07570998,0.0 - 04/11 14:00:00,0.0,11225515.063575086,20560284.70740107,0.0,12576437.078416588,0.0,19082064.15714327,0.0,5168.9153873078089,5087.995052659292,5094.5514536055029,6132.720797410316,129561843.63049942,11225515.063575086,28186614.07570998,0.0 - 04/11 15:00:00,0.0,10812499.801321432,11720992.954018919,0.0,3074253.8500642289,0.0,9449298.30492227,0.0,7757.472010683286,7636.027339201064,7645.867139820733,9203.944419764355,140320464.38309539,10812499.801321432,28186614.07570998,0.0 - 04/11 16:00:00,0.0,4768748.457152575,7009378.969939705,0.0,0.0,0.0,3006562.4565841255,0.0,12930.062020316256,12727.639487287515,12744.040349850044,15341.025016294516,203489902.17201785,4768748.457152575,28186614.07570998,0.0 - 04/11 17:00:00,0.0,124109.65291840254,5079711.032147942,0.0,0.0,0.0,15242.32750841766,0.0,12932.012539894626,12729.559471118018,12745.962807775679,15343.339233318344,198598099.94724039,124109.65291840254,35233267.594637479,0.0 - 04/11 18:00:00,2650275.8847754329,0.0,17600115.655485847,0.0,0.0,0.0,7056726.941934196,0.0,18091.20385557733,17807.982684307513,17830.930087619257,21464.5227909361,298007820.3885802,0.0,14093307.03785499,0.0 - 04/11 19:00:00,15824867.429546668,0.0,29709732.80453998,0.0,2526012.328277074,0.0,16395882.324160073,0.0,18065.502605108322,17782.68379170917,17805.59859481559,21434.029238331674,334772626.1143969,0.0,63419881.67034747,0.0 - 04/11 20:00:00,11592181.737379685,0.0,24317909.74000546,0.0,0.0,0.0,7920279.508529015,0.0,10312.759642661353,10151.31146661208,10164.39246755963,12235.69565378084,198141344.2161242,0.0,63419881.67034747,69761869.8373822 - 04/11 21:00:00,20314182.460472414,0.0,32694143.962370725,0.0,4356878.650151374,0.0,16302930.575856865,0.0,10293.776308516892,10132.625320104988,10145.682242045506,12213.172652456848,227695059.1320986,0.0,49326574.63249246,69761869.8373822 - 04/11 22:00:00,27626162.266267055,0.0,39610299.111366439,0.0,10270996.946392622,0.0,23461424.286442035,0.0,5145.469082990373,5064.91580460985,5071.442465589298,6104.902652338137,177961110.6303677,0.0,35233267.594637479,69761869.8373822 - 04/11 23:00:00,33711374.442920338,0.0,45550327.72689164,0.0,14826320.581027586,0.0,29348586.674593077,0.0,5137.0230074655869,5056.601953973018,5063.117901707344,6094.881706134501,200302457.87484224,0.0,35233267.594637479,62010550.96656194 - 04/11 24:00:00,43337254.163006898,0.0,55308755.45817364,0.0,22514055.288374906,0.0,39199458.968630287,0.0,2559.4564924346675,2519.3877235794659,2522.634211809857,3036.6974278130549,198656956.95847909,0.0,35233267.594637479,46507913.22492146 - 04/12 01:00:00,55674006.36603748,0.0,67558245.85637705,0.0,33383381.400378609,0.0,52632981.922864537,0.0,2557.434705461695,2517.3975880587197,2520.6415117963636,3034.298654745977,247515796.4018836,0.0,21139960.556782485,23253956.61246073 - 04/12 02:00:00,18138423.58343804,0.0,28009615.644434565,0.0,2009868.4734059964,0.0,11140067.432541158,0.0,1279.227156950874,1259.2006171692179,1260.8232256883753,1517.7541906196264,78439193.81936088,0.0,14093307.03785499,0.0 - 04/12 03:00:00,44657073.91262143,0.0,55185103.050622347,0.0,22839182.509574526,0.0,40283184.550945747,0.0,1278.1988531238656,1258.188411630451,1259.8097158194583,1516.534147381651,182090376.08440358,0.0,14093307.03785499,0.0 - 04/12 04:00:00,47003816.41463272,0.0,56784914.27070763,0.0,26456297.119209518,0.0,43116102.37752594,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,192509846.7222225,0.0,14093307.03785499,0.0 - 04/12 05:00:00,49420504.380636069,0.0,58877386.608001369,0.0,28741950.03127437,0.0,45520357.29617479,0.0,1277.6716780302728,1257.669489561293,1259.2901250662488,1515.9086742566138,201678142.1969785,0.0,14093307.03785499,0.0 - 04/12 06:00:00,43920566.10112509,0.0,51141278.55269532,0.0,23400082.748130956,0.0,38717585.66666516,0.0,1277.6716780302728,1257.669489561293,1259.2901250662488,1515.9086742566138,176297456.94950847,0.0,14093307.03785499,0.0 - 04/12 07:00:00,17855972.138223925,0.0,22542464.583254197,0.0,2430365.1170319158,0.0,9612606.730677642,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,129343330.02755985,0.0,14093307.03785499,15502637.741640486 - 04/12 08:00:00,14080305.754797243,0.0,18768155.744999336,0.0,12026325.110743477,0.0,16437829.411331635,0.0,20601.112683921325,20278.598421720762,20304.72946558066,24442.43380665619,369569363.78223589,0.0,56373228.15141996,38756594.35410121 - 04/12 09:00:00,9993401.549109765,0.0,26902484.972769735,0.0,4972936.750422351,0.0,15126407.321606709,0.0,18053.11636365161,17770.491459173114,17793.390551214616,21419.333435655186,327126025.1088088,0.0,56373228.15141996,38756594.35410121 - 04/12 10:00:00,0.0,0.0,25701686.558582069,0.0,10166635.986893563,0.0,20964509.281551724,0.0,12916.489419344149,12714.279367915595,12730.663014600672,15324.921643339141,250103704.22974579,0.0,28186614.07570998,0.0 - 04/12 11:00:00,0.0,627570.6725925296,25422471.314923847,0.0,13497916.066843253,0.0,22368425.725463496,0.0,10338.990510863428,10177.131685679089,10190.245958614321,12266.817577608806,215992281.74518693,627570.6725925296,28186614.07570998,0.0 - 04/12 12:00:00,0.0,9257143.04437574,23276521.499419579,0.0,13939040.55657037,0.0,20958301.893689123,0.0,5172.024808126503,5091.055794915008,5097.616139940017,6136.410006517806,135563448.24787665,9257143.04437574,28186614.07570998,0.0 - 04/12 13:00:00,0.0,28395349.79882784,8573618.194324878,0.0,7186173.439487849,0.0,9764886.56711398,0.0,5173.67146497347,5092.676673041853,5099.2391067337689,6138.363702009978,102938901.60925935,28395349.79882784,28186614.07570998,0.0 - 04/12 14:00:00,0.0,26841667.566605204,1801743.5187870605,0.0,1039562.8755580809,0.0,2775540.294695104,0.0,5173.758812332711,5092.762652961891,5099.325197447709,6138.467336317464,83032377.08565544,26841667.566605204,28186614.07570998,0.0 - 04/12 15:00:00,0.0,24150806.8059552,0.0,0.0,0.0,0.0,0.0,0.0,7760.332727172708,7638.843270640177,7648.686699874923,9207.338550678793,116118724.49411977,24150806.8059552,28186614.07570998,0.0 - 04/12 16:00:00,0.0,17600779.244756324,0.0,0.0,0.0,200838.90284584487,0.0,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,193528733.64187894,17801618.147602168,28186614.07570998,0.0 - 04/12 17:00:00,0.0,13066758.995258505,0.0,0.0,0.0,13142732.865565863,0.0,1510665.0642023367,12933.534074326944,12731.057185644957,12747.462452260655,15345.14447584175,193525913.47706748,27720156.925026709,35233267.594637479,0.0 - 04/12 18:00:00,0.0,1910040.7940815436,0.0,0.0,0.0,4752548.090463435,0.0,1623049.021739688,18108.128030596603,17824.64190820966,17847.61077863177,21484.602678560994,270953940.2255965,8285637.906284668,14093307.03785499,0.0 - 04/12 19:00:00,0.0,0.0,11163562.73836654,0.0,0.0,0.0,0.0,0.0,18105.683224217697,17822.2353757307,17845.20114509008,21481.70200911642,282080921.05332419,0.0,63419881.67034747,0.0 - 04/12 20:00:00,0.0,0.0,5395608.790601926,0.0,0.0,2586374.047491734,0.0,0.0,10344.398687547913,10182.455196348683,10195.576329170774,12273.234172802153,160180000.5797322,2586374.047491734,63419881.67034747,69761869.8373822 - 04/12 21:00:00,104154.75454729458,0.0,11998054.839612056,0.0,0.0,330052.9202436154,0.0,0.0,10340.076490866182,10178.20066446231,10191.316314885813,12268.106051427669,166821927.87207047,330052.9202436154,49326574.63249246,69761869.8373822 - 04/12 22:00:00,8242413.342291696,0.0,17884276.63804955,0.0,0.0,0.0,1154247.4287800608,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,104640796.54807687,0.0,35233267.594637479,69761869.8373822 - 04/12 23:00:00,13365187.2012129,0.0,22867520.883935285,0.0,0.0,0.0,8326943.6343886409,0.0,5167.304524745968,5086.409408451364,5092.963766133168,6130.809570471096,121878605.89082258,0.0,35233267.594637479,62010550.96656194 - 04/12 24:00:00,20158546.738634599,0.0,29514709.48198756,0.0,3077349.7011613456,0.0,15505522.782352165,0.0,2582.9251219455038,2542.4889473172418,2545.7652038323119,3064.542060874999,106904725.50642787,0.0,35233267.594637479,46507913.22492146 - 04/13 01:00:00,30768361.03723808,0.0,39851212.59333027,0.0,14058609.703796348,0.0,27352415.562591305,0.0,2582.1245057737148,2541.7008649409769,2544.976105931467,3063.5921603485696,150667215.99013705,0.0,21139960.556782485,23253956.61246073 - 04/13 02:00:00,1313167.745760921,0.0,6745826.469963592,0.0,0.0,0.0,0.0,0.0,1289.094955332669,1268.91393332651,1270.5490584449538,1529.461956722605,27347865.86950077,0.0,14093307.03785499,0.0 - 04/13 03:00:00,24444018.8828948,0.0,34165141.920864079,0.0,1918133.2063711629,0.0,17182531.475362019,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163182,96965794.63348803,0.0,14093307.03785499,0.0 - 04/13 04:00:00,30796212.91067686,0.0,38853334.740638319,0.0,14698799.003156392,0.0,27064331.387285875,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,130668647.18975342,0.0,14093307.03785499,0.0 - 04/13 05:00:00,32972435.244333693,0.0,40815015.503671,0.0,16613665.869869546,0.0,29379139.494454259,0.0,1287.0678037697329,1266.9185171994562,1268.5510710205525,1527.0568187743134,139038795.27107907,0.0,14093307.03785499,0.0 - 04/13 06:00:00,26973676.914470164,0.0,32325021.12223487,0.0,11183405.667161372,0.0,21988416.67475659,0.0,1287.4045530922688,1267.2499946485276,1268.88297561215,1527.4563589909904,111734098.35506118,0.0,14093307.03785499,0.0 - 04/13 07:00:00,7132413.258487247,0.0,10678561.538155362,0.0,0.0,0.0,1459636.2828980955,0.0,1288.8080150899912,1268.63148518686,1270.2662463420468,1529.12151307785,38555189.214448999,0.0,14093307.03785499,15502637.741640486 - 04/13 08:00:00,13906804.64027567,0.0,16700039.173335558,0.0,8065157.929825304,0.0,15329791.574388817,0.0,5161.5721728880939,5080.766797631193,5087.313884233026,6124.00835380905,131234973.66864626,0.0,56373228.15141996,38756594.35410121 - 04/13 09:00:00,10015995.32590926,0.0,25144004.576466636,0.0,6545515.786674849,0.0,16333107.263756209,0.0,12918.26131186492,12716.023521128407,12732.40941533292,15327.023926177739,251336008.38102133,0.0,56373228.15141996,38756594.35410121 - 04/13 10:00:00,0.0,6310644.874718908,9337767.10981119,0.0,1759381.4969298216,0.0,8385786.800482999,0.0,12930.498359434892,12728.068995435851,12744.470411463466,15341.54271600269,212963425.14363686,6310644.874718908,28186614.07570998,0.0 - 04/13 11:00:00,0.0,13559172.216040075,10505876.614574807,0.0,5386912.334983333,0.0,11040945.298799115,0.0,12933.589913508365,12731.112150653576,12747.517488097297,15345.210726898993,220460483.25332693,13559172.216040075,28186614.07570998,0.0 - 04/13 12:00:00,0.0,19808632.24230913,10901504.501959619,0.0,6779890.002478729,0.0,11044815.819363092,0.0,7760.6262988271159,7639.13224637557,7648.976047985046,9207.68686224043,144849327.5633428,19808632.24230913,28186614.07570998,0.0 - 04/13 13:00:00,0.0,25458353.994195656,5986621.019132415,0.0,3761967.141897645,0.0,5588799.997391948,0.0,7759.5292614173599,7638.052383291116,7647.894793386788,9206.385269230244,131444090.30479384,25458353.994195656,28186614.07570998,0.0 - 04/13 14:00:00,0.0,32449906.814725706,0.0,0.0,0.0,0.0,0.0,0.0,7757.96038905313,7636.508071916422,7646.348492009262,9204.523862057627,116083226.93413119,32449906.814725706,28186614.07570998,0.0 - 04/13 15:00:00,0.0,30464885.327784309,0.0,0.0,0.0,0.0,0.0,0.0,7754.12282956759,7632.730590140523,7642.566142562537,9199.970744216684,116025805.1033544,30464885.327784309,28186614.07570998,0.0 - 04/13 16:00:00,0.0,20172817.73964905,0.0,1500591.0201173274,0.0,7807901.786222791,0.0,1998619.655858365,18094.872053422612,17811.593455831233,17834.545511990622,21468.87496765581,270755589.560041,31479930.20184753,28186614.07570998,0.0 - 04/13 17:00:00,0.0,4520057.640882031,0.0,0.0,0.0,2842306.707915895,0.0,137932.0744803467,23273.88116715939,22909.52421574927,22939.045476027786,27613.571586172875,348249680.80239358,7500296.423278274,35233267.594637479,0.0 - 04/13 18:00:00,0.0,0.0,3886570.768928632,0.0,0.0,0.0,0.0,0.0,18106.94770405772,17823.480059902937,17846.447433164914,21483.202266178447,274822849.63682308,0.0,14093307.03785499,0.0 - 04/13 19:00:00,1777635.6356432457,0.0,10766401.037110938,0.0,0.0,0.0,473447.0707698347,0.0,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,283969136.72865286,0.0,63419881.67034747,0.0 - 04/13 20:00:00,0.0,0.0,4287464.16727262,0.0,0.0,38557.77780663628,0.0,0.0,15517.093901767326,15274.170902024149,15293.853230233624,18410.439590558224,236471471.61577259,38557.77780663628,63419881.67034747,69761869.8373822 - 04/13 21:00:00,635327.5268464232,0.0,10137341.284601644,0.0,0.0,788983.2125549265,0.0,0.0,12931.301692464927,12728.85975213744,12745.262187135777,15342.49583997772,204265178.90962518,788983.2125549265,49326574.63249246,69761869.8373822 - 04/13 22:00:00,7638047.445656495,0.0,15745040.778810524,0.0,0.0,0.0,48649.13143110461,0.0,10342.891490761616,10180.971595009243,10194.090816059579,12271.445941348447,178193576.7913421,0.0,35233267.594637479,69761869.8373822 - 04/13 23:00:00,12424785.543455188,0.0,20264375.359126256,0.0,0.0,0.0,7164660.575040234,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,155910338.04674659,0.0,35233267.594637479,62010550.96656194 - 04/13 24:00:00,18229805.161005357,0.0,25811662.99095552,0.0,1666558.9832366449,0.0,12914724.581905423,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,135982610.8560585,0.0,35233267.594637479,46507913.22492146 - 04/14 01:00:00,29544732.613507235,0.0,36963036.69741891,0.0,12776928.792547714,0.0,25390732.683502135,0.0,2583.2978838688297,2542.8558735831195,2546.132602920134,3064.9843286678285,143329605.26751969,0.0,21139960.556782485,23253956.61246073 - 04/14 02:00:00,0.0,0.0,3191171.619498246,0.0,0.0,0.0,0.0,0.0,1291.4625609727519,1271.2444736586209,1272.8826019161559,1532.2710304374996,22515470.020644346,0.0,14093307.03785499,0.0 - 04/14 03:00:00,17568639.299172447,0.0,25245695.184878939,0.0,0.0,0.0,9399677.474517718,0.0,1291.3659258224962,1271.1493513496699,1272.787357032401,1532.156376520512,71536864.3971794,0.0,14093307.03785499,0.0 - 04/14 04:00:00,22722758.641551585,0.0,28510047.756059208,0.0,6989741.3653367799,0.0,18004526.507924368,0.0,1290.956442650907,1270.7462787135208,1272.3837649960192,1531.6705403683548,95543799.56709562,0.0,14093307.03785499,0.0 - 04/14 05:00:00,25078960.40296608,0.0,30716709.009738365,0.0,10673474.344315662,0.0,20684198.51751748,0.0,1290.6252683845358,1270.42028904207,1272.0573552536037,1531.277614743004,106465112.17326118,0.0,14093307.03785499,0.0 - 04/14 06:00:00,24161157.979613834,0.0,28972917.036844315,0.0,10454714.379997805,0.0,19919214.857680959,0.0,1290.3930432220234,1270.1916994077984,1271.8284710582566,1531.0020884522626,102816299.34184213,0.0,14093307.03785499,0.0 - 04/14 07:00:00,15988301.563932822,0.0,20549629.30620707,0.0,5410285.05594467,0.0,12759684.882671714,0.0,1290.6252683845358,1270.42028904207,1272.0573552536037,1531.277614743004,74019670.70747985,0.0,14093307.03785499,15502637.741640486 - 04/14 08:00:00,23825454.861284596,0.0,30469035.685990856,0.0,15861906.024558137,0.0,24467408.177319409,0.0,1291.266995454923,1271.0519697554565,1272.6898499520635,1532.0389994157907,113945176.88163463,0.0,56373228.15141996,38756594.35410121 - 04/14 09:00:00,41165779.003825377,0.0,48238577.0660546,0.0,28717113.11295622,0.0,42331286.77380156,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,237713187.0008581,0.0,56373228.15141996,38756594.35410121 - 04/14 10:00:00,44384700.574754867,0.0,52419711.28321847,0.0,30827546.025935674,0.0,45736729.93247995,0.0,7737.049870136405,7615.924911074191,7625.738807663407,9179.714329566512,289139028.32277479,0.0,28186614.07570998,0.0 - 04/14 11:00:00,47667964.86141582,0.0,56171967.91647644,0.0,32569207.746507843,0.0,48519004.316359329,0.0,7734.5697319960149,7613.483599959058,7623.294350669723,9176.771740335631,300661374.76341697,0.0,28186614.07570998,0.0 - 04/14 12:00:00,49313756.096318859,0.0,58081471.14952658,0.0,33168601.337863726,0.0,49641686.49656351,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,267377631.4914992,0.0,28186614.07570998,0.0 - 04/14 13:00:00,50055694.67342931,0.0,58847943.23033784,0.0,33125190.144586415,0.0,49771183.57213723,0.0,5159.604686554806,5078.830112663488,5085.374703649067,6121.674006378175,269003752.25377479,0.0,28186614.07570998,0.0 - 04/14 14:00:00,50321517.08515513,0.0,59108220.91167356,0.0,33129312.677639955,0.0,49854578.97494863,0.0,7737.84926457742,7616.711790846105,7626.526701410223,9180.662780556013,308195931.5840204,0.0,28186614.07570998,0.0 - 04/14 15:00:00,49097643.52904838,0.0,57995326.73512006,0.0,32695668.536743568,0.0,49278631.79482357,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,343427724.6042501,0.0,28186614.07570998,0.0 - 04/14 16:00:00,46346416.64882119,0.0,54650539.14124375,0.0,31205088.22659169,0.0,46882401.921372327,0.0,12899.011716387015,12697.075281658717,12713.436759122667,15304.185015945439,372093797.5212388,0.0,28186614.07570998,0.0 - 04/14 17:00:00,50195297.85167567,0.0,58738890.43584093,0.0,31638049.67667931,0.0,48139781.400727707,0.0,15484.716518664281,15242.300392893574,15261.941652699079,18372.025061427154,420411560.4173863,0.0,35233267.594637479,0.0 - 04/14 18:00:00,53139778.451390389,0.0,61505990.199615199,0.0,33851424.50418019,0.0,50729195.54399974,0.0,18062.123443729644,17779.357531732254,17802.26804861319,21430.019992346388,469491957.1583028,0.0,14093307.03785499,0.0 - 04/14 19:00:00,42079846.40798086,0.0,50233988.48358988,0.0,22452845.802351707,0.0,36675809.06618984,0.0,10319.209373109612,10157.660225326976,10170.749407298134,12243.34801275635,305849971.0266802,0.0,63419881.67034747,0.0 - 04/14 20:00:00,28085184.13478858,0.0,36489366.32250278,0.0,8499772.187940132,0.0,19818611.936278229,0.0,7739.4070298322089,7618.245168995229,7628.062055473601,9182.511009567264,208698545.53143559,0.0,63419881.67034747,69761869.8373822 - 04/14 21:00:00,30443876.433935688,0.0,38765695.4397258,0.0,10714134.195028203,0.0,22551968.95216826,0.0,5159.604686554806,5078.830112663488,5085.374703649067,6121.674006378175,179679415.65414188,0.0,49326574.63249246,69761869.8373822 - 04/14 22:00:00,33299121.610651576,0.0,41589930.20713921,0.0,13374381.97687132,0.0,25863487.82618352,0.0,5158.566176384947,5077.807860564071,5084.351134273481,6120.441853704008,191315122.91058106,0.0,35233267.594637479,69761869.8373822 - 04/14 23:00:00,35058622.14385161,0.0,43332774.82417158,0.0,14992734.450137057,0.0,27881491.99295347,0.0,5158.033246757604,5077.283274049462,5083.825871775604,6119.80955304434,198445850.41537095,0.0,35233267.594637479,62010550.96656194 - 04/14 24:00:00,38100582.38846736,0.0,46292760.128331657,0.0,17967698.01920856,0.0,31479987.510942617,0.0,5158.566176384947,5077.807860564071,5084.351134273481,6120.441853704008,211029229.3366856,0.0,35233267.594637479,46507913.22492146 - 04/15 01:00:00,46017825.52280279,0.0,54067177.537393707,0.0,25774496.252306776,0.0,40891074.88426243,0.0,2578.189910665338,2537.82786665302,2541.0981168899077,3058.92391344521,205328317.5043182,0.0,21139960.556782485,23253956.61246073 - 04/15 02:00:00,8640909.281069031,0.0,14063161.306296245,0.0,0.0,0.0,1848231.8600450266,0.0,1289.372801889394,1269.1874301435567,1270.8229076905646,1529.7916110561037,43845331.55021693,0.0,14093307.03785499,0.0 - 04/15 03:00:00,31234185.669149415,0.0,38546563.627839948,0.0,7970394.835922711,0.0,24097665.02726258,0.0,1289.094955332669,1268.91393332651,1270.5490584449536,1529.461956722605,121137680.8139509,0.0,14093307.03785499,0.0 - 04/15 04:00:00,33853788.1258782,0.0,40484354.94786624,0.0,16407524.417421196,0.0,28934035.140444388,0.0,1288.0509527375028,1267.8862747867293,1269.5200756622535,1528.2232874954689,138952952.75806505,0.0,14093307.03785499,0.0 - 04/15 05:00:00,35520187.49000581,0.0,42061911.73345461,0.0,18567627.768144024,0.0,30941082.36739879,0.0,1287.5695427450826,1267.4124013575477,1269.0455915987912,1527.6521129160117,146356856.094026,0.0,14093307.03785499,0.0 - 04/15 06:00:00,36014620.22917906,0.0,42455674.50358136,0.0,19660348.471968067,0.0,31935020.941386627,0.0,1287.0678037697329,1266.9185171994562,1268.5510710205525,1527.0568187743134,149324203.3048657,0.0,14093307.03785499,0.0 - 04/15 07:00:00,29759241.03077675,0.0,35890880.02955423,0.0,15323876.462160329,0.0,26034705.137517789,0.0,5155.232060359965,5074.52594074744,5081.064985368187,6116.4860523114,184147015.19964228,0.0,14093307.03785499,15502637.741640486 - 04/15 08:00:00,38361044.1584248,0.0,44488082.263953048,0.0,25349927.776513038,0.0,37887100.4823712,0.0,20651.807189624073,20328.499295479687,20354.6946417087,24502.580902544258,455101449.9869463,0.0,56373228.15141996,38756594.35410121 - 04/15 09:00:00,38618887.18560474,0.0,45147886.80190624,0.0,29509327.591534556,0.0,41709898.9981595,0.0,18085.565836610887,17802.43292957977,17825.37318146609,21457.833496648836,425602340.1767052,0.0,56373228.15141996,38756594.35410121 - 04/15 10:00:00,23343741.96057403,0.0,30401245.40691772,0.0,22204405.230530204,0.0,31427648.07783654,0.0,12926.958846886198,12724.584894616404,12740.981821024498,15337.343219475166,300804568.2910667,0.0,28186614.07570998,0.0 - 04/15 11:00:00,7585532.192496325,0.0,17698048.68227008,0.0,15636806.29224528,0.0,22287193.820228265,0.0,10341.567077508958,10179.667915693124,10192.7854568196,12269.874575580132,217949603.0794065,0.0,28186614.07570998,0.0 - 04/15 12:00:00,0.0,0.0,14584716.560817704,0.0,13457775.209322114,0.0,18981366.109100015,0.0,5172.520676985971,5091.5439008549769,5098.10487485431,6136.9983359910879,124420861.91851068,0.0,28186614.07570998,0.0 - 04/15 13:00:00,9427846.495613601,0.0,17149067.48049623,0.0,13122948.187891394,0.0,19482223.30817109,0.0,5172.364633922442,5091.390300674718,5097.951076744541,6136.813196852741,136576754.62167234,0.0,28186614.07570998,0.0 - 04/15 14:00:00,10883724.04562933,0.0,17468879.14800553,0.0,12037543.098101972,0.0,18557499.86054734,0.0,5173.508727977128,5092.516483723547,5099.078710995175,6138.170620775871,136359434.5087824,0.0,28186614.07570998,0.0 - 04/15 15:00:00,11552911.58093623,0.0,17802631.102467937,0.0,12101692.906789856,0.0,18767115.962051985,0.0,7757.472010683286,7636.027339201064,7645.867139820733,9203.944419764355,176300270.82633598,0.0,28186614.07570998,0.0 - 04/15 16:00:00,24447250.886533347,0.0,32035005.095304327,0.0,17249295.4951894,0.0,27779020.78160521,0.0,12930.062020316256,12727.639487287515,12744.040349850044,15341.025016294516,294984533.00412628,0.0,28186614.07570998,0.0 - 04/15 17:00:00,34811272.5770735,0.0,43076059.45446678,0.0,21504035.66281486,0.0,34564782.94952679,0.0,12925.739761424817,12723.38489416534,12739.780274250372,15335.896821110588,327365436.9473059,0.0,35233267.594637479,0.0 - 04/15 18:00:00,45126926.92888869,0.0,53522234.11260809,0.0,28453570.758977638,0.0,43685895.227082807,0.0,18083.085187081804,17799.99111508183,17822.92822044094,21454.890300674797,441367848.391363,0.0,14093307.03785499,0.0 - 04/15 19:00:00,37007453.758259687,0.0,45823793.56914603,0.0,18284593.44749345,0.0,31968643.147721076,0.0,18070.33129092107,17787.436883544724,17810.357811495112,21439.758289726222,403472867.31509396,0.0,63419881.67034747,0.0 - 04/15 20:00:00,25268577.086752975,0.0,34402748.03830616,0.0,5799483.42495916,0.0,17113879.10492664,0.0,10329.326166554296,10167.618638482998,10180.72065288594,12255.351201996722,237143547.6306568,0.0,63419881.67034747,69761869.8373822 - 04/15 21:00:00,28428383.458421444,0.0,37463625.40296814,0.0,8452651.549335324,0.0,20462044.76391067,0.0,10330.135963639384,10168.415758043651,10181.518799616508,12256.311995326325,249377682.2344887,0.0,49326574.63249246,69761869.8373822 - 04/15 22:00:00,31692972.407653747,0.0,40633401.54604929,0.0,11353779.665832639,0.0,24077897.774247428,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,185043539.9237097,0.0,35233267.594637479,69761869.8373822 - 04/15 23:00:00,34339542.42953778,0.0,43258980.12344478,0.0,13671739.397924416,0.0,26981376.28498002,0.0,5162.501073538143,5081.68115616828,5088.229421014415,6125.110458972016,195498717.83078126,0.0,35233267.594637479,62010550.96656194 - 04/15 24:00:00,39255803.63346328,0.0,48272618.840629417,0.0,17989652.53241626,0.0,32426707.45278227,0.0,2580.0551285663138,2539.6638842197996,2542.93650035272,3061.1369232849735,176550435.23041696,0.0,35233267.594637479,46507913.22492146 - 04/16 01:00:00,48404586.768172677,0.0,57431622.99891919,0.0,26563467.305534975,0.0,42961698.24945919,0.0,2579.2830881924735,2538.9039302820358,2542.1755671367407,3060.220926852004,213955475.96695376,0.0,21139960.556782485,23253956.61246073 - 04/16 02:00:00,10631238.364986178,0.0,18334801.421196727,0.0,0.0,0.0,3416980.8635307278,0.0,1289.372801889394,1269.1874301435567,1270.8229076905646,1529.7916110561037,51676049.752520259,0.0,14093307.03785499,0.0 - 04/16 03:00:00,34184385.55028723,0.0,42200509.254530649,0.0,9846757.534309913,0.0,27032488.16416088,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,132557169.60609529,0.0,14093307.03785499,0.0 - 04/16 04:00:00,36118169.61754371,0.0,43579625.63492988,0.0,17364484.439158758,0.0,30945582.963317135,0.0,1289.235015996456,1269.051801314477,1270.6871040898953,1529.6281333537439,147298830.05206595,0.0,14093307.03785499,0.0 - 04/16 05:00:00,37436963.841209027,0.0,44861640.6727777,0.0,19015582.301441056,0.0,32483715.017957923,0.0,1289.235015996456,1269.051801314477,1270.6871040898953,1529.6281333537439,153088869.23050217,0.0,14093307.03785499,0.0 - 04/16 06:00:00,37658870.603048678,0.0,44990945.73476317,0.0,19934507.67046991,0.0,33265850.167744806,0.0,1288.8080150899912,1268.63148518686,1270.2662463420468,1529.12151307785,155134752.31093485,0.0,14093307.03785499,0.0 - 04/16 07:00:00,32374103.872615369,0.0,39514013.20489446,0.0,16441579.650732547,0.0,28520090.036386827,0.0,5155.810484967762,5075.095310010096,5081.635088321253,6117.172331028726,193996754.33620943,0.0,14093307.03785499,15502637.741640486 - 04/16 08:00:00,46146213.85909124,0.0,53996430.96401405,0.0,28846388.1720785,0.0,43892672.1914002,0.0,20629.9648302303,20306.998882296903,20333.166523049033,24476.665776897655,481570170.83149,0.0,56373228.15141996,38756594.35410121 - 04/16 09:00:00,49031447.793115328,0.0,58232287.60783475,0.0,33059598.904509415,0.0,46380276.33978256,0.0,18043.31221125988,17760.840792616033,17783.72744878865,21407.7011830899,456687704.53395816,0.0,56373228.15141996,38756594.35410121 - 04/16 10:00:00,59635002.27036075,0.0,68080299.25291531,0.0,39965540.90046823,0.0,58164844.70640369,0.0,12895.083116894008,12693.208185123653,12709.564679439012,15299.52388261085,418796254.6407911,0.0,28186614.07570998,0.0 - 04/16 11:00:00,55432152.62130871,0.0,63994009.54361015,0.0,38023576.60334598,0.0,55359130.90611099,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,367169323.6828903,0.0,28186614.07570998,0.0 - 04/16 12:00:00,42716013.77959439,0.0,52069209.5212277,0.0,32966200.61555985,0.0,47981194.20231089,0.0,5158.566176384947,5077.807860564071,5084.351134273481,6120.441853704008,252920819.40842826,0.0,28186614.07570998,0.0 - 04/16 13:00:00,40334841.249927658,0.0,49861010.63743847,0.0,31487052.320035839,0.0,46059410.03967738,0.0,5160.60669820847,5079.816437637788,5086.362299603769,6122.862854956112,244961048.09254147,0.0,28186614.07570998,0.0 - 04/16 14:00:00,40483282.54674269,0.0,49781367.18241947,0.0,30582509.84039359,0.0,45261866.515571299,0.0,5162.501073538143,5081.68115616828,5088.229421014415,6125.110458972016,243356105.68002133,0.0,28186614.07570998,0.0 - 04/16 15:00:00,42795758.06782522,0.0,51717926.882086697,0.0,30601754.5056158,0.0,45753563.02548788,0.0,7746.3735173211439,7625.102594822928,7634.928317794401,9190.77648104571,286778853.7605586,0.0,28186614.07570998,0.0 - 04/16 16:00:00,43134164.74434879,0.0,51428056.98406308,0.0,30021728.187557598,0.0,44894267.70657696,0.0,12913.659258224963,12711.493513496695,12727.873570324007,15321.563765205117,362706742.00864925,0.0,28186614.07570998,0.0 - 04/16 17:00:00,41673841.871762927,0.0,49121302.1649404,0.0,27727103.647352075,0.0,41700401.015731628,0.0,12918.26131186492,12716.023521128407,12732.40941533292,15327.02392617774,353520034.12800136,0.0,35233267.594637479,0.0 - 04/16 18:00:00,47126993.801461938,0.0,54432797.30569219,0.0,29830079.92965191,0.0,44633836.18392021,0.0,18081.79659969841,17798.72270077431,17821.658171652118,21453.3614409328,446583647.3077337,0.0,14093307.03785499,0.0 - 04/16 19:00:00,37896270.05253199,0.0,45743483.172037247,0.0,19415460.895010745,0.0,32456602.472752997,0.0,18058.61640294182,17775.905394322202,17798.811462771733,21425.859022323613,405724908.8088267,0.0,63419881.67034747,0.0 - 04/16 20:00:00,29721022.32903864,0.0,38416499.858844097,0.0,9935981.043265144,0.0,21663979.90012651,0.0,10288.028111479149,10126.967112164195,10140.016742926262,12206.352636093738,253678395.70086245,0.0,63419881.67034747,69761869.8373822 - 04/16 21:00:00,36260486.47062448,0.0,45354056.17534583,0.0,15184342.518180427,0.0,28590455.939893243,0.0,10274.046014931173,10113.203907946036,10126.235803414687,12189.763412269001,279121038.00286319,0.0,49326574.63249246,69761869.8373822 - 04/16 22:00:00,40061082.80128605,0.0,49204050.60135527,0.0,18409992.4858721,0.0,32661153.220874847,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,217238200.56776045,0.0,35233267.594637479,69761869.8373822 - 04/16 23:00:00,43773798.83616439,0.0,52988870.78396879,0.0,21327414.45690051,0.0,36539297.978748548,0.0,5130.202857192361,5049.888574424618,5056.395871284175,6086.78985817646,231393179.83566166,0.0,35233267.594637479,62010550.96656194 - 04/16 24:00:00,45169848.91723473,0.0,54184362.02701427,0.0,22975739.42033977,0.0,38433559.634050149,0.0,2574.1356075394658,2533.8370343989124,2537.102142041105,3054.1136375486269,199280588.31614013,0.0,35233267.594637479,46507913.22492146 - 04/17 01:00:00,50218757.48251995,0.0,58786627.19903384,0.0,28565596.114222435,0.0,44884385.65759242,0.0,2576.1019054750056,2535.7725495734587,2539.040151324507,3056.4465749909379,221001866.70627869,0.0,21139960.556782485,23253956.61246073 - 04/17 02:00:00,11054595.75615076,0.0,18411350.829443225,0.0,0.0,0.0,3658846.3125169768,0.0,1287.8927441182876,1267.730542952962,1269.3641431521233,1528.0355790079646,52395675.73134377,0.0,14093307.03785499,0.0 - 04/17 03:00:00,36345819.90727839,0.0,44032406.9180494,0.0,12826887.789482652,0.0,29280259.310062253,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,141733430.9298476,0.0,14093307.03785499,0.0 - 04/17 04:00:00,39420397.72233256,0.0,46679712.31407215,0.0,20346577.27351465,0.0,34245132.07239492,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,159931661.61295093,0.0,14093307.03785499,0.0 - 04/17 05:00:00,39978172.758915487,0.0,47036779.34391887,0.0,21464291.794718535,0.0,35050475.69600117,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323997,1526.4374564776468,162780447.63951753,0.0,14093307.03785499,0.0 - 04/17 06:00:00,38428567.20769856,0.0,44788330.29678739,0.0,19875374.39726219,0.0,33322431.558240236,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,155670672.60798437,0.0,14093307.03785499,0.0 - 04/17 07:00:00,32567688.182350615,0.0,39438376.239602569,0.0,16699485.138370242,0.0,28620817.819231009,0.0,5156.379821330676,5075.65573330604,5082.196233779815,6117.84782689042,194481853.99465943,0.0,14093307.03785499,15502637.741640486 - 04/17 08:00:00,38591913.66836035,0.0,45361657.2367808,0.0,25394856.35557835,0.0,38458022.64134124,0.0,20656.996046189714,20333.60691952781,20359.808847451735,24508.737282788556,456899386.64750888,0.0,56373228.15141996,38756594.35410121 - 04/17 09:00:00,35244969.74700492,0.0,44110016.40647483,0.0,28132704.595792705,0.0,41014485.22238951,0.0,18090.14070797342,17806.936180477685,17829.882235262423,21463.26140688691,419186969.88182356,0.0,56373228.15141996,38756594.35410121 - 04/17 10:00:00,29292812.873968059,0.0,40917665.25644281,0.0,25341392.45484272,0.0,36880086.248213078,0.0,12926.360841179097,12723.996250800205,12740.39241868066,15336.633708530971,325850536.422554,0.0,28186614.07570998,0.0 - 04/17 11:00:00,4657003.596645072,0.0,23844620.175983125,0.0,17334891.419063718,0.0,25444933.431810924,0.0,10343.29601424438,10181.36978560142,10194.489519760979,12271.925893019139,226049340.98895616,0.0,28186614.07570998,0.0 - 04/17 12:00:00,2563988.1448144938,0.0,20234720.196783708,0.0,15445375.652502168,0.0,22240468.855429595,0.0,5173.262668949045,5092.2742767954509,5098.836191958731,6137.8786811317,137892659.3973357,0.0,28186614.07570998,0.0 - 04/17 13:00:00,3163424.3612906925,0.0,17600865.516642095,0.0,12842663.300035108,0.0,18796053.45734798,0.0,5173.67146497347,5092.676673041853,5099.2391067337689,6138.363702009978,129817230.04364856,0.0,28186614.07570998,0.0 - 04/17 14:00:00,587598.708019589,0.0,15060758.732332409,0.0,9890323.225631591,0.0,15342772.7710336,0.0,5173.746923854195,5092.750950599723,5099.313480005853,6138.453231091516,118296805.94500183,0.0,28186614.07570998,0.0 - 04/17 15:00:00,0.0,0.0,10719356.171495079,0.0,5660442.08277287,0.0,10805801.465181789,0.0,7760.489458833364,7638.997548637448,7648.84117667514,9207.524506811345,143306669.406896,0.0,28186614.07570998,0.0 - 04/17 16:00:00,0.0,0.0,9508264.004575782,0.0,2309056.711930828,0.0,7946683.987329283,0.0,12932.829801949552,12730.363938783015,12746.768312079374,15344.308883549702,213279380.07473786,0.0,28186614.07570998,0.0 - 04/17 17:00:00,314987.05672662469,0.0,7919335.4862074409,0.0,0.0,0.0,3857545.451712393,0.0,12934.393745795815,12731.903398796612,12748.309755844326,15346.164443223886,205630644.83182479,0.0,35233267.594637479,0.0 - 04/17 18:00:00,9618137.182161184,0.0,15373654.695973937,0.0,1975660.4386524936,0.0,8598526.109810647,0.0,18107.808737277846,17824.327613487378,17847.296078908657,21484.223849226466,306515141.0306395,0.0,14093307.03785499,0.0 - 04/17 19:00:00,10046299.792985646,0.0,17796923.514335835,0.0,860747.4065447197,0.0,7141985.7887993319,0.0,18102.086828442756,17818.695282202523,17841.65648979006,21477.43502281232,306709501.5463571,0.0,63419881.67034747,0.0 - 04/17 20:00:00,6274979.59076176,0.0,14961532.198016625,0.0,0.0,0.0,869790.9856789277,0.0,10328.498023094859,10166.803459763907,10179.904423725868,12254.368641394278,176652771.1471814,0.0,63419881.67034747,69761869.8373822 - 04/17 21:00:00,16732552.363697555,0.0,25877410.729807438,0.0,601171.9742503251,0.0,11228608.035026357,0.0,10301.85818886053,10140.580677104172,10153.647850334173,12222.761494980237,208587596.6633865,0.0,49326574.63249246,69761869.8373822 - 04/17 22:00:00,22891273.29170802,0.0,32038475.82021148,0.0,7000078.71443367,0.0,17364793.723950987,0.0,5155.810484967762,5075.095310010096,5081.635088321253,6117.172331028726,156441589.12188436,0.0,35233267.594637479,69761869.8373822 - 04/17 23:00:00,29663472.295526286,0.0,39056919.375843349,0.0,11834831.943049413,0.0,24193043.10920316,0.0,5137.835524461382,5057.40175086367,5063.918729217922,6095.845726534332,181626272.9555005,0.0,35233267.594637479,62010550.96656194 - 04/17 24:00:00,35604355.9286364,0.0,45067336.96394785,0.0,16785878.615750657,0.0,30455492.49489615,0.0,2572.7345414951867,2532.457902304925,2535.721232794649,3052.4513261690688,166409178.01318086,0.0,35233267.594637479,46507913.22492146 - 04/18 01:00:00,46429530.69100438,0.0,55938373.49002304,0.0,26562304.56031748,0.0,42578690.61917207,0.0,2566.841969485217,2526.6575796090298,2529.9134357909335,3045.460014412541,209916842.1579888,0.0,21139960.556782485,23253956.61246073 - 04/18 02:00:00,12021795.138916083,0.0,20707342.193475069,0.0,0.0,0.0,4875781.663447245,0.0,1281.6450741376962,1261.580681411418,1263.2063568862798,1520.6229570642175,56782317.246037,0.0,14093307.03785499,0.0 - 04/18 03:00:00,37561439.28265357,0.0,46548880.342314649,0.0,16464323.541643076,0.0,32419757.077186418,0.0,1282.9902792126473,1262.9048270499735,1264.532208821643,1522.2189915360128,152191926.94763068,0.0,14093307.03785499,0.0 - 04/18 04:00:00,39376814.588799159,0.0,47765483.62699914,0.0,20881118.29238345,0.0,35229532.89805791,0.0,1283.8428143572213,1263.7440155978187,1265.3724787495865,1523.2304919417825,162463232.68856675,0.0,14093307.03785499,0.0 - 04/18 05:00:00,40877029.660134058,0.0,49104070.21283524,0.0,22536488.66273202,0.0,36893403.84191297,0.0,1283.8428143572213,1263.7440155978187,1265.3724787495865,1523.2304919417825,168621275.65994139,0.0,14093307.03785499,0.0 - 04/18 06:00:00,28146681.21437589,0.0,31375474.939510518,0.0,10325996.03093076,0.0,21236343.510783286,0.0,1284.4588811153456,1264.3504377159175,1265.9796823044806,1523.961431633583,110303997.25357002,0.0,14093307.03785499,0.0 - 04/18 07:00:00,9526215.156616556,0.0,12579476.241443124,0.0,0.0,0.0,2064439.715675605,0.0,5148.271215078931,5067.6740687978249,5074.20428408221,6108.227275097253,101204287.7487377,0.0,14093307.03785499,15502637.741640486 - 04/18 08:00:00,13842261.400938163,0.0,15290062.644576766,0.0,8995625.161223336,0.0,15383270.687742284,0.0,20629.9648302303,20306.998882296903,20333.166523049033,24476.66577689766,362199685.5393866,0.0,56373228.15141996,38756594.35410121 - 04/18 09:00:00,8237318.946329231,0.0,25685222.478852795,0.0,3081981.2320220109,0.0,11066717.31454156,0.0,18060.385899964196,17777.64718953859,17800.55550246904,21427.958462994808,318310809.36962547,0.0,56373228.15141996,38756594.35410121 - 04/18 10:00:00,0.0,0.0,22086876.629111414,0.0,7415403.372642706,0.0,17814034.721619514,0.0,12907.379493515047,12705.312059674803,12721.684151067939,15314.113064090161,240450874.28942628,0.0,28186614.07570998,0.0 - 04/18 11:00:00,0.0,7756931.758291079,23101697.17146664,0.0,12827105.478802022,0.0,21324454.383907483,0.0,10332.455199827664,10170.69868615675,10183.804669515495,12259.06368053303,211858937.08389474,7756931.758291079,28186614.07570998,0.0 - 04/18 12:00:00,0.0,17607970.437317939,21906627.116713149,0.0,13832773.302290723,0.0,20171757.96180502,0.0,5171.013509123259,5090.060327986318,5096.619390250585,6135.210138854114,133285610.49918029,17607970.437317939,28186614.07570998,0.0 - 04/18 13:00:00,0.0,24469283.533352075,15658476.58582282,0.0,10250888.235992652,0.0,13974071.776637715,0.0,5172.364633922442,5091.390300674718,5097.951076744541,6136.813196852741,117278105.74795318,24469283.533352075,28186614.07570998,0.0 - 04/18 14:00:00,0.0,30939855.491739386,4206810.953640141,0.0,1832450.4726979328,0.0,3636431.6616688098,0.0,5173.758812332711,5092.762652961891,5099.325197447709,6138.467336317464,87091223.48462206,30939855.491739386,28186614.07570998,0.0 - 04/18 15:00:00,0.0,30972096.558472635,0.0,0.0,0.0,0.0,0.0,0.0,7760.120444596167,7638.634311386973,7648.477471356393,9207.08668550505,116115548.0862405,30972096.558472635,28186614.07570998,0.0 - 04/18 16:00:00,0.0,23799700.850528536,0.0,0.0,0.0,7237948.649240579,0.0,0.0,12932.548769028932,12730.087305485195,12746.491322311313,15343.975448717072,193511170.24395303,31037649.499769115,28186614.07570998,0.0 - 04/18 17:00:00,0.0,14334910.091646389,0.0,203952.47119026603,0.0,12524021.034013439,0.0,7129231.268514738,12932.548769028932,12730.087305485195,12746.491322311313,15343.975448717072,193511170.24395303,34192114.86536483,35233267.594637479,0.0 - 04/18 18:00:00,0.0,1814206.0976386856,0.0,0.0,0.0,3833159.23660056,0.0,696757.8782241241,18108.15124411414,17824.664758315255,17847.633658182054,21484.630220513438,270954287.5720496,6344123.21246337,14093307.03785499,0.0 - 04/18 19:00:00,0.0,0.0,9620044.017403659,0.0,0.0,356879.98558566046,0.0,0.0,18083.085187081804,17799.99111508183,17822.92822044094,21454.890300674797,280199265.38120946,356879.98558566046,63419881.67034747,0.0 - 04/18 20:00:00,0.0,0.0,9954968.408761789,0.0,0.0,749557.9268375033,0.0,0.0,10333.191535475318,10171.423494332477,10184.530411680536,12259.937314671313,164571666.33093653,749557.9268375033,63419881.67034747,69761869.8373822 - 04/18 21:00:00,5578210.867838791,0.0,18602860.562739567,0.0,0.0,0.0,910964.3118548265,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,179452489.75094766,0.0,49326574.63249246,69761869.8373822 - 04/18 22:00:00,15886407.109716353,0.0,27884124.78883677,0.0,0.0,0.0,12475526.479614877,0.0,5152.827591788684,5072.159114580195,5078.69510930385,6113.633242135783,133348392.58627865,0.0,35233267.594637479,69761869.8373822 - 04/18 23:00:00,22940574.303843656,0.0,34760949.1375642,0.0,4958600.293980356,0.0,18922906.07556255,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,158606906.40293468,0.0,35233267.594637479,62010550.96656194 - 04/18 24:00:00,31468713.497390748,0.0,43171030.52489855,0.0,13452746.072989986,0.0,27681437.594292646,0.0,2570.1097750302176,2529.874227048615,2533.134228209061,3049.337140951878,154230767.0260351,0.0,35233267.594637479,46507913.22492146 - 04/19 01:00:00,44892165.39623921,0.0,56435693.3117296,0.0,25205037.64755468,0.0,42243597.70873065,0.0,2563.7495851555797,2523.6136071329567,2526.865540845633,3041.7910184489935,207138165.16995353,0.0,21139960.556782485,23253956.61246073 - 04/19 02:00:00,10284167.190881884,0.0,19871383.473655169,0.0,0.0,0.0,4071928.6671863228,0.0,1282.102306869719,1262.0307560797247,1263.6570115217347,1521.1654462471163,53411719.20630924,0.0,14093307.03785499,0.0 - 04/19 03:00:00,35904471.97951714,0.0,46344986.07212568,0.0,12965576.633234222,0.0,31014016.27802039,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,145409886.51574714,0.0,14093307.03785499,0.0 - 04/19 04:00:00,40373100.86842306,0.0,50078609.54177267,0.0,21695665.954723784,0.0,37071900.47297621,0.0,1280.2206012981017,1260.1785089598625,1261.8023775924037,1518.9328744155099,168375360.54205287,0.0,14093307.03785499,0.0 - 04/19 05:00:00,43515562.98631464,0.0,53024674.80085154,0.0,24704377.501585895,0.0,40296733.58307077,0.0,1279.7282462173337,1259.6938617897329,1261.3171059049285,1518.3487139065274,180690065.41196955,0.0,14093307.03785499,0.0 - 04/19 06:00:00,29091575.601619897,0.0,32804191.91067155,0.0,10963905.238490504,0.0,22543120.306985007,0.0,1282.102306869719,1262.0307560797247,1263.6570115217347,1521.1654462471163,114587032.93235283,0.0,14093307.03785499,0.0 - 04/19 07:00:00,10520822.016981092,0.0,14223350.738210738,0.0,0.0,0.0,2864875.359893273,0.0,5142.52312835092,5062.015969439845,5068.538893685697,6101.407389612428,104557195.48700512,0.0,14093307.03785499,15502637.741640486 - 04/19 08:00:00,13879005.735883678,0.0,15690196.449026319,0.0,8844752.530369357,0.0,15859843.606811643,0.0,20636.35996530419,20313.293900338205,20339.469652863594,24484.253360545514,363057955.0866765,0.0,56373228.15141996,38756594.35410121 - 04/19 09:00:00,7926305.70903425,0.0,22254872.181984,0.0,2775145.012169197,0.0,8789382.403780409,0.0,18084.34160340448,17801.227861972588,17824.166561006296,21456.380990681286,312343726.56840059,0.0,56373228.15141996,38756594.35410121 - 04/19 10:00:00,0.0,4339905.788525943,15703201.098069027,0.0,2798075.1233064366,0.0,10848350.810623365,0.0,12930.498359434892,12728.068995435851,12744.470411463466,15341.54271600269,222830116.76841168,4339905.788525943,28186614.07570998,0.0 - 04/19 11:00:00,0.0,13909784.44997709,17565744.595586227,0.0,8457793.558093353,0.0,16107555.730947108,0.0,10342.46849074274,10180.555217134572,10193.673901639519,12270.944067972954,196886603.9235899,13909784.44997709,28186614.07570998,0.0 - 04/19 12:00:00,0.0,13820762.807087867,19225000.700158247,0.0,11681443.473170512,0.0,17856241.707482887,0.0,5172.364633922442,5091.390300674718,5097.951076744541,6136.813196852741,126157355.03031165,13820762.807087867,28186614.07570998,0.0 - 04/19 13:00:00,0.0,17058323.839357966,13963878.08993299,0.0,8801335.625952127,0.0,12931065.470352833,0.0,5173.626478327107,5092.632390669831,5099.194767299391,6138.3103270713149,113109829.45436146,17058323.839357966,28186614.07570998,0.0 - 04/19 14:00:00,0.0,18152039.998335445,6286005.266259861,0.0,2410652.9271952027,0.0,6108535.633533925,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,92220249.54446234,18152039.998335445,28186614.07570998,0.0 - 04/19 15:00:00,0.0,15101384.315445787,1721896.005085934,0.0,0.0,0.0,1170876.0020704037,0.0,7760.332727172708,7638.843270640177,7648.686699874923,9207.338550678793,119011496.5012761,15101384.315445787,28186614.07570998,0.0 - 04/19 16:00:00,0.0,13414419.90323648,0.0,0.0,0.0,0.0,0.0,0.0,12933.087698752137,12730.617798163044,12747.022498583125,15344.614868261442,193519234.3095351,13414419.90323648,28186614.07570998,0.0 - 04/19 17:00:00,0.0,9028682.278855334,0.0,0.0,0.0,6147603.963444691,0.0,0.0,12933.887878621179,12731.405451066965,12747.811166458205,15345.564251131318,193531207.4901996,15176286.242300025,35233267.594637479,0.0 - 04/19 18:00:00,0.0,983278.1537409433,0.0,0.0,0.0,4082001.5803335115,0.0,0.0,18108.15124411414,17824.664758315255,17847.633658182054,21484.630220513438,270954287.5720496,5065279.734074455,14093307.03785499,0.0 - 04/19 19:00:00,0.0,0.0,8368442.3793372609,0.0,0.0,1087158.6052083816,0.0,0.0,18104.33615013548,17820.909390344535,17843.873451036405,21480.103757138848,279265644.2744962,1087158.6052083816,63419881.67034747,0.0 - 04/19 20:00:00,0.0,0.0,7089093.845047962,0.0,0.0,2054148.338186446,0.0,0.0,10338.990510863428,10177.131685679089,10190.245958614321,12266.817577608806,161792562.48300428,2054148.338186446,63419881.67034747,69761869.8373822 - 04/19 21:00:00,3645316.441449593,0.0,15544197.292786103,0.0,0.0,0.0,0.0,0.0,10324.082394455938,10162.456958615065,10175.552321666655,12249.129666569106,173669910.56294007,0.0,49326574.63249246,69761869.8373822 - 04/19 22:00:00,11698437.840337946,0.0,22218549.312275534,0.0,0.0,0.0,6496643.7741528269,0.0,5161.5721728880939,5080.766797631193,5087.313884233026,6124.00835380905,117646811.2775872,0.0,35233267.594637479,69761869.8373822 - 04/19 23:00:00,15517480.765462619,0.0,25529944.564598346,0.0,0.0,0.0,10959788.051306289,0.0,5162.041197227969,5081.228479307532,5087.776160833328,6124.564833284553,129247411.79571942,0.0,35233267.594637479,62010550.96656194 - 04/19 24:00:00,23142540.603603834,0.0,32967183.45787715,0.0,7790495.129134373,0.0,18945598.972348699,0.0,2575.4645472151325,2535.145169276043,2538.4119625835435,3055.6903737450595,121382781.55311528,0.0,35233267.594637479,46507913.22492146 - 04/20 01:00:00,33267118.910917455,0.0,42822897.593631509,0.0,16748742.580562845,0.0,30254237.262218108,0.0,2577.6160301799825,2537.26297037372,2540.5324926840937,3058.2430261557,161662152.6171465,0.0,21139960.556782485,23253956.61246073 - 04/20 02:00:00,1785803.9304215753,0.0,7892323.545773501,0.0,0.0,0.0,0.0,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,28934096.624191055,0.0,14093307.03785499,0.0 - 04/20 03:00:00,28884124.949459014,0.0,38243376.39657582,0.0,5741473.595999332,0.0,22832497.859726799,0.0,1280.2206012981017,1260.1785089598625,1261.8023775924037,1518.9328744155099,114857556.50591812,0.0,14093307.03785499,0.0 - 04/20 04:00:00,34157105.81131832,0.0,42731032.36349483,0.0,17564841.656826825,0.0,30873514.041106225,0.0,1281.6450741376962,1261.580681411418,1263.2063568862798,1520.6229570642175,144503892.12294484,0.0,14093307.03785499,0.0 - 04/20 05:00:00,39072620.401117827,0.0,47644375.85235363,0.0,21800313.32125041,0.0,35991715.64137792,0.0,1276.3159186408196,1256.334954837998,1257.9538706587499,1514.3001174935449,163606682.71797178,0.0,14093307.03785499,0.0 - 04/20 06:00:00,24563852.43925297,0.0,26862058.560156995,0.0,7879986.355816067,0.0,18176353.817643957,0.0,1280.9427160759508,1260.8893188961543,1262.5141034798492,1519.7896360346122,96649139.96102163,0.0,14093307.03785499,0.0 - 04/20 07:00:00,4546525.8242746409,0.0,6362900.991045738,0.0,0.0,0.0,584897.2009702934,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323997,1526.4374564776468,30745052.062254136,0.0,14093307.03785499,15502637.741640486 - 04/20 08:00:00,13344708.102133237,0.0,13545426.021525626,0.0,4654418.705426597,0.0,11614328.692090804,0.0,5163.825770603628,5082.985114854083,5089.535059984077,6126.682161473418,120425782.706071,0.0,56373228.15141996,38756594.35410121 - 04/20 09:00:00,2581539.1381320457,7739872.307163519,8036996.19041542,0.0,148767.25532528654,0.0,3949543.0961392538,0.0,12926.958846886198,12724.584894616404,12740.981821024498,15337.343219475166,208144373.29522015,7739872.307163519,56373228.15141996,38756594.35410121 - 04/20 10:00:00,0.0,20821896.923972466,0.0,0.0,0.0,0.0,0.0,0.0,12934.06619581777,12731.580976674575,12747.986918248478,15345.775817678286,193533875.6703088,20821896.923972466,28186614.07570998,0.0 - 04/20 11:00:00,0.0,29491144.001571299,2544011.1608824019,0.0,0.0,0.0,0.0,0.0,12934.149098055606,12731.662581062414,12748.068627791898,15345.874178018907,196079127.30662618,29491144.001571299,28186614.07570998,0.0 - 04/20 12:00:00,0.0,35637350.564749,2725769.6713855725,0.0,0.0,0.0,606739.4048758755,0.0,7758.226127742089,7636.769650416631,7646.610407580069,9204.839150868207,119419712.28804663,35637350.564749,28186614.07570998,0.0 - 04/20 13:00:00,0.0,42242040.219757657,45207.30339061701,0.0,0.0,0.0,0.0,0.0,7756.423776271284,7634.995515094329,7644.833986103321,9202.70072964808,116105441.72901188,42242040.219757657,28186614.07570998,0.0 - 04/20 14:00:00,0.0,45704339.16531512,0.0,0.0,0.0,1282538.3288041757,0.0,0.0,7754.12282956759,7632.730590140523,7642.566142562537,9199.970744216684,116025805.1033544,46986877.4941193,28186614.07570998,0.0 - 04/20 15:00:00,0.0,43932770.93668899,0.0,11231952.86652871,0.0,13792811.348214603,0.0,11832652.937846676,7754.12282956759,7632.730590140523,7642.566142562537,9199.970744216684,116025805.1033544,80790188.08927897,28186614.07570998,0.0 - 04/20 16:00:00,0.0,36078306.232381727,0.0,16100360.679000438,0.0,19768589.029793666,0.0,17856800.051696164,18088.728590693165,17805.54617015688,17828.490433771443,21461.585983637713,270663664.2417331,89804055.992872,28186614.07570998,0.0 - 04/20 17:00:00,0.0,25820537.01088657,0.0,15055754.835443909,0.0,23203627.080076927,0.0,20625320.56925513,23256.936759462646,22892.84507591599,22922.344843420426,27593.46769324849,347996139.7393712,84705239.49566253,35233267.594637479,0.0 - 04/20 18:00:00,0.0,13504225.80673321,0.0,5546357.25092649,0.0,17199331.947638748,0.0,15043538.665076646,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,270807213.6597829,51293453.670375097,14093307.03785499,0.0 - 04/20 19:00:00,0.0,3433376.580357458,0.0,0.0,0.0,7469459.063259792,0.0,5040127.690999627,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,270951652.9851288,15942963.334616876,63419881.67034747,0.0 - 04/20 20:00:00,0.0,799443.7833946106,0.0,0.0,0.0,12217691.218286699,0.0,5003698.338780152,15520.307896210039,15277.33458078429,15297.020985716757,18414.252872278794,232232098.80596359,18020833.34046146,63419881.67034747,69761869.8373822 - 04/20 21:00:00,0.0,0.0,2230849.3911289635,0.0,0.0,5566429.02410204,0.0,358837.13145736537,12926.958846886198,12724.584894616404,12740.981821024498,15337.343219475166,195658377.0063371,5925266.155559406,49326574.63249246,69761869.8373822 - 04/20 22:00:00,0.0,0.0,9954179.455616093,0.0,0.0,271713.563572755,0.0,0.0,10341.567077508958,10179.667915693124,10192.7854568196,12269.874575580132,164696201.54778264,271713.563572755,35233267.594637479,69761869.8373822 - 04/20 23:00:00,4037991.4025057565,0.0,13539471.739965197,0.0,0.0,0.0,0.0,0.0,7756.851368057055,7635.416412850927,7645.255426229639,9203.208050979718,133644095.67169339,0.0,35233267.594637479,62010550.96656194 - 04/20 24:00:00,12407440.1609931,0.0,20877009.494089355,0.0,0.0,0.0,5722419.583267158,0.0,5166.595767737659,5085.711747166239,5092.265205840268,6129.968657335657,116315218.19943699,0.0,35233267.594637479,46507913.22492146 - 04/21 01:00:00,26299121.373455928,0.0,34858678.48943743,0.0,9530746.339846716,0.0,22363307.790636146,0.0,2579.016623378802,2538.641637024731,2541.912935887802,3059.90477652217,131641967.49550483,0.0,21139960.556782485,23253956.61246073 - 04/21 02:00:00,0.0,0.0,2802807.114875145,0.0,0.0,0.0,0.0,0.0,1289.372801889394,1269.1874301435567,1270.8229076905646,1529.7916110561037,22095836.217681767,0.0,14093307.03785499,0.0 - 04/21 03:00:00,15839719.543539595,0.0,25099931.593458296,0.0,0.0,0.0,8635422.073682312,0.0,1288.8080150899912,1268.63148518686,1270.2662463420466,1529.12151307785,68859651.34558849,0.0,14093307.03785499,0.0 - 04/21 04:00:00,24213048.693178327,0.0,31247453.17620629,0.0,8085232.468990213,0.0,19946522.68700149,0.0,1286.8960473311816,1266.7494496399916,1268.3817856002809,1526.8530363163184,102748226.1733723,0.0,14093307.03785499,0.0 - 04/21 05:00:00,28099647.7128374,0.0,35009869.35361798,0.0,12939688.460032653,0.0,24205650.24346486,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,119502912.77492778,0.0,14093307.03785499,0.0 - 04/21 06:00:00,15038451.162071078,0.0,15898343.810106719,0.0,1796871.7829357745,0.0,8237341.6929363389,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,60219065.4530248,0.0,14093307.03785499,0.0 - 04/21 07:00:00,798220.6952698326,0.0,1020842.4011516183,0.0,0.0,0.0,0.0,0.0,1291.0622528868574,1270.8504324704884,1272.4880529657335,1531.7960801742848,21137371.64301196,0.0,14093307.03785499,15502637.741640486 - 04/21 08:00:00,10493417.276658101,0.0,11024008.466163727,0.0,1380635.2195860176,0.0,7319005.330635315,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,49563774.88940719,0.0,56373228.15141996,38756594.35410121 - 04/21 09:00:00,0.0,16728353.136790522,0.0,0.0,0.0,9375337.009377767,0.0,4162656.7066317198,5173.697994071408,5092.702786821814,5099.265254164,6138.395177772003,77414620.36618522,30266346.852800006,56373228.15141996,38756594.35410121 - 04/21 10:00:00,0.0,26308678.50595986,0.0,0.0,0.0,1668285.6602960732,0.0,15888.330277934441,7758.716000056018,7637.2518536881,7647.09323221967,9205.420365669108,116094533.22587842,27992852.496533868,28186614.07570998,0.0 - 04/21 11:00:00,0.0,36647186.779700588,0.0,0.0,0.0,490473.2234371271,0.0,0.0,7749.182165512535,7627.86727310293,7637.696558644552,9194.108834912104,115951877.39581964,37137660.003137718,28186614.07570998,0.0 - 04/21 12:00:00,0.0,44879665.95240786,0.0,0.0,0.0,1632353.671477633,0.0,0.0,5157.8803470281959,5077.132767993841,5083.67517177757,6119.628143351939,77177939.14854557,46512019.6238855,28186614.07570998,0.0 - 04/21 13:00:00,0.0,53254693.09916863,0.0,6719022.3598383399,0.0,6095191.47763535,0.0,7641428.597601136,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,73710335.53424345,28186614.07570998,0.0 - 04/21 14:00:00,0.0,58930234.288896318,0.0,18007534.718417244,0.0,14669755.004467722,0.0,17561911.613611498,7721.081365293064,7600.206396153094,7610.000037831479,9160.76830812519,115531401.98665019,109169435.62539277,28186614.07570998,0.0 - 04/21 15:00:00,0.0,62457377.61105156,0.0,31295501.207619225,0.0,26585218.932109149,0.0,30333798.978442216,10281.553633166775,10120.593993017616,10133.63541136517,12198.670914722137,153844034.2281781,150671896.72922216,28186614.07570998,0.0 - 04/21 16:00:00,0.0,52809008.34477164,0.0,33779047.87034778,0.0,33287332.226375268,0.0,35775696.8943087,12857.652898686623,12656.363943964903,12672.672960714917,15255.114357507055,192390494.9791446,155651085.3358034,28186614.07570998,0.0 - 04/21 17:00:00,0.0,42290312.57479738,0.0,32854661.687885263,0.0,36048149.20924528,0.0,37880158.261425379,15437.944184784563,15196.260288626117,15215.842221058057,18316.531472688617,230999681.40176649,149073281.73335327,35233267.594637479,0.0 - 04/21 18:00:00,0.0,27200331.77885147,0.0,19187451.168221248,0.0,26450524.66632211,0.0,27871517.263236099,18058.108419097323,17775.405363059555,17798.310787167768,21425.256318883054,270205491.19754776,100709824.87663092,14093307.03785499,0.0 - 04/21 19:00:00,0.0,14581406.581317166,0.0,6798922.823794387,0.0,17549800.30525249,0.0,16049774.579378682,10338.25455627138,10176.407252593472,10189.52059202273,12265.944395578455,154692456.46727775,54979904.28974272,63419881.67034747,0.0 - 04/21 20:00:00,0.0,16960875.474035015,0.0,7736620.272956502,0.0,22743185.371036754,0.0,20975780.78922432,7756.074890489255,7634.652091184304,7644.490119656535,9202.286789985494,116055014.00873612,68416461.90725258,63419881.67034747,69761869.8373822 - 04/21 21:00:00,0.0,9193219.222705154,0.0,1722389.5627384247,0.0,16382661.453956612,0.0,13307946.139429676,5172.477333370679,5091.501235792068,5098.062154813113,6136.946910446071,77396355.48391895,40606216.37882987,49326574.63249246,69761869.8373822 - 04/21 22:00:00,0.0,4131143.2431272168,0.0,0.0,0.0,11886190.568531165,0.0,8154577.440958209,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,77370009.33915742,24171911.25261659,35233267.594637479,69761869.8373822 - 04/21 23:00:00,0.0,616187.5230278148,0.0,0.0,0.0,8353674.069952835,0.0,4203741.086008096,5172.477333370679,5091.501235792068,5098.062154813113,6136.946910446071,77396355.48391895,13173602.678988748,35233267.594637479,62010550.96656194 - 04/21 24:00:00,0.0,0.0,712321.2597555773,0.0,0.0,2302522.8147566288,0.0,0.0,5173.659639222243,5092.665032424967,5099.22745111676,6138.349671207563,78126367.7180531,2302522.8147566288,35233267.594637479,46507913.22492146 - 04/22 01:00:00,2977289.0947982415,0.0,12905516.007738427,0.0,0.0,0.0,0.0,0.0,2586.8734619270978,2546.3754752998618,2549.6567400029268,3069.226615545758,54590481.35652898,0.0,21139960.556782485,23253956.61246073 - 04/22 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.437716471186,1273.188707729262,1274.8293413308409,1534.6144770400713,19353852.873256897,0.0,14093307.03785499,0.0 - 04/22 03:00:00,0.0,0.0,7165487.5999674969,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796613,1274.8309755844326,1534.6164443223887,26519365.283685328,0.0,14093307.03785499,0.0 - 04/22 04:00:00,11819688.830063254,0.0,18639381.96741165,0.0,0.0,0.0,3431598.539379676,0.0,1293.1301692464927,1272.8859752137442,1274.5262187135775,1534.2495839977719,53239920.34667229,0.0,14093307.03785499,0.0 - 04/22 05:00:00,17481298.556525038,0.0,24153663.188639638,0.0,193671.89974544454,0.0,12120767.948624909,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,73301769.67565963,0.0,14093307.03785499,0.0 - 04/22 06:00:00,17246897.669094724,0.0,23278164.208703508,0.0,3675946.8107346824,0.0,12673885.210398123,0.0,1293.4066195817769,1273.1580976674578,1274.7986918248478,1534.5775817678287,76228281.46596192,0.0,14093307.03785499,0.0 - 04/22 07:00:00,9475081.768494424,0.0,14417103.140494757,0.0,451042.1281013667,0.0,6659673.898193212,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,108389735.32073993,0.0,14093307.03785499,15502637.741640486 - 04/22 08:00:00,13926749.366816929,0.0,15645156.583654244,0.0,13183880.282212915,0.0,16413860.166662645,0.0,20694.50591330843,20370.529562679323,20396.779069197564,24553.241308285258,368823847.4718408,0.0,56373228.15141996,38756594.35410121 - 04/22 09:00:00,19188323.36264946,0.0,28051525.35729335,0.0,13264903.878252062,0.0,24464678.18866504,0.0,18107.94297924993,17824.459753876345,17847.428389574,21484.38312220201,355920602.06850817,0.0,56373228.15141996,38756594.35410121 - 04/22 10:00:00,10731050.895051644,0.0,17877366.246439786,0.0,11848857.10506548,0.0,18856660.777208084,0.0,12932.829801949552,12730.363938783015,12746.768312079374,15344.308883549702,252829310.39466695,0.0,28186614.07570998,0.0 - 04/22 11:00:00,1937389.8861157736,0.0,8095712.572805616,0.0,7693771.5157967,0.0,11960691.564213573,0.0,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,184434544.77309335,0.0,28186614.07570998,0.0 - 04/22 12:00:00,3526437.018274359,0.0,8702354.718604312,0.0,6848707.48781265,0.0,11068051.665035295,0.0,5170.223721121991,5089.282904263544,5095.840964737995,6134.273085538672,107508185.32211054,0.0,28186614.07570998,0.0 - 04/22 13:00:00,747236.2562714813,0.0,5133753.50717268,0.0,4230404.717408441,0.0,7387063.662008013,0.0,5166.4922193802699,5085.6098198777,5092.163147208015,6129.845801162297,94805257.69832243,0.0,28186614.07570998,0.0 - 04/22 14:00:00,0.0,0.0,1276203.8283198868,0.0,1247441.1826151077,0.0,3476676.211522823,0.0,5166.4922193802699,5085.6098198777,5092.163147208015,6129.845801162297,83307120.77791964,0.0,28186614.07570998,0.0 - 04/22 15:00:00,0.0,0.0,4154949.2534072624,0.0,2407948.0436104966,0.0,5476092.317063426,0.0,7753.2451808065729,7631.866681134585,7641.701120321666,9198.92944746365,128051662.3610965,0.0,28186614.07570998,0.0 - 04/22 16:00:00,2211265.8058835987,0.0,8064757.094142308,0.0,4027553.9310715219,0.0,7784177.832608525,0.0,12923.538049279316,12721.217650234206,12737.610237604227,15333.284573694473,215464096.50262998,0.0,28186614.07570998,0.0 - 04/22 17:00:00,5352415.902675843,0.0,9794871.335428287,0.0,3720120.6969948869,0.0,7813191.369143782,0.0,12923.538049279316,12721.217650234206,12737.610237604227,15333.284573694473,220056941.1431668,0.0,35233267.594637479,0.0 - 04/22 18:00:00,10759188.195429823,0.0,15190241.982692387,0.0,6233661.495350081,0.0,11442885.853651144,0.0,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,314433191.18690636,0.0,14093307.03785499,0.0 - 04/22 19:00:00,3946517.8566208586,0.0,8978263.223450207,0.0,0.0,0.0,1050955.9057988139,0.0,18103.11533072459,17819.707683089266,17842.67019525868,21478.65530150937,284854671.6239648,0.0,63419881.67034747,0.0 - 04/22 20:00:00,0.0,0.0,0.0,0.0,0.0,1799076.2686925168,0.0,0.0,10345.53384467344,10183.572582377647,10196.695155065685,12274.580993399977,154801377.2718603,1799076.2686925168,63419881.67034747,69761869.8373822 - 04/22 21:00:00,0.0,0.0,3625717.6640649207,0.0,0.0,1652440.2849140377,0.0,0.0,10347.514996636652,10185.522719037292,10198.64780467546,12276.931554579109,158456739.13380755,1652440.2849140377,49326574.63249246,69761869.8373822 - 04/22 22:00:00,6328890.201161622,0.0,13885330.65990182,0.0,0.0,0.0,0.0,0.0,5170.544336471639,5089.598500320083,5096.156967472264,6134.653483412389,97581652.6966984,0.0,35233267.594637479,69761869.8373822 - 04/22 23:00:00,13192401.732103419,0.0,19523093.699424477,0.0,0.0,0.0,5127396.861412897,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,115190357.25231475,0.0,35233267.594637479,62010550.96656194 - 04/22 24:00:00,17641641.882792944,0.0,23906570.998642416,0.0,2323945.834241446,0.0,12137869.922037468,0.0,2584.8856807667104,2544.4188132243605,2547.697556568629,3066.86818907723,94687961.5004072,0.0,35233267.594637479,46507913.22492146 - 04/23 01:00:00,29080370.001306915,0.0,35467704.79330326,0.0,13742062.626282206,0.0,24876793.79247985,0.0,2581.4758987030097,2541.062411934961,2544.3368302135875,3062.822612818032,141793843.12658275,0.0,21139960.556782485,23253956.61246073 - 04/23 02:00:00,0.0,0.0,3159897.4323085017,0.0,0.0,0.0,0.0,0.0,1289.7724978315119,1269.5808687711379,1271.2168533039747,1530.2658350340947,22458907.23009509,0.0,14093307.03785499,0.0 - 04/23 03:00:00,17606576.41032454,0.0,24729747.448737895,0.0,1964964.184963144,0.0,9541945.80962262,0.0,1290.3930432220234,1270.1916994077984,1271.8284710582566,1531.0020884522626,73151528.94135343,0.0,14093307.03785499,0.0 - 04/23 04:00:00,23405606.034767353,0.0,28949938.949541239,0.0,9356308.224411365,0.0,18949834.831190297,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,99954717.14271689,0.0,14093307.03785499,0.0 - 04/23 05:00:00,23592361.49306135,0.0,28894333.307548584,0.0,10101551.653017566,0.0,19377604.6706797,0.0,1291.266995454923,1271.0519697554565,1272.6898499520635,1532.0389994157907,101287223.25678882,0.0,14093307.03785499,0.0 - 04/23 06:00:00,11370038.148450328,0.0,12068119.920150701,0.0,1262137.6863073642,0.0,5483796.245256237,0.0,1291.556899978458,1271.3373357695937,1272.975583689437,1532.3829600666289,49509802.00637945,0.0,14093307.03785499,0.0 - 04/23 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.544336471639,5089.598500320083,5096.156967472264,6134.653483412389,77367431.83563496,0.0,14093307.03785499,15502637.741640486 - 04/23 08:00:00,8584976.152938359,0.0,8699892.302133464,0.0,0.0,0.0,4475078.202223412,0.0,20695.029993273303,20371.045438074583,20397.29560935092,24553.86310915822,331421989.59678056,0.0,56373228.15141996,38756594.35410121 - 04/23 09:00:00,0.0,17327944.320944609,0.0,0.0,0.0,9654553.481854232,0.0,5344910.353756147,18102.527631398207,17819.12918430547,17842.09095102016,21477.95801869248,270870140.82749876,32327408.15655499,56373228.15141996,38756594.35410121 - 04/23 10:00:00,0.0,24815607.46352166,0.0,0.0,0.0,264239.40851099617,0.0,0.0,12922.075301344286,12719.777801890974,12736.168533869444,15331.549079106082,193354454.57835884,25079846.87203265,28186614.07570998,0.0 - 04/23 11:00:00,0.0,35438299.789527367,0.0,0.0,0.0,0.0,0.0,0.0,10330.704668738235,10168.975559958088,10182.07932289285,12256.986742217303,154579486.6577033,35438299.789527367,28186614.07570998,0.0 - 04/23 12:00:00,0.0,41226803.66075431,0.0,0.0,0.0,0.0,0.0,0.0,5161.909022321121,5081.0983736235079,5087.64588749485,6124.408012803005,77238220.66647294,41226803.66075431,28186614.07570998,0.0 - 04/23 13:00:00,0.0,45827217.49141192,0.0,0.0,0.0,0.0,0.0,0.0,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,45827217.49141192,28186614.07570998,0.0 - 04/23 14:00:00,0.0,45388060.33487208,0.0,7828431.915191106,0.0,5371682.68675014,0.0,5513115.2354111089,5153.268782341633,5072.5933982127339,5079.129952555175,6114.156697885578,77108935.79158244,64101290.17222445,28186614.07570998,0.0 - 04/23 15:00:00,0.0,37822067.72655278,0.0,13051165.70969661,0.0,12076995.115340274,0.0,12101683.890919343,7731.714255948455,7610.672826921711,7620.4799556644279,9173.383827005422,115690503.11594406,75051912.442509,28186614.07570998,0.0 - 04/23 16:00:00,0.0,25808066.75639166,0.0,10644260.45279596,0.0,12768821.628928053,0.0,11401018.00081707,12881.628723732729,12679.964422997227,12696.303851373325,15283.560758710753,192749247.9245305,60622166.838932748,28186614.07570998,0.0 - 04/23 17:00:00,0.0,19656923.890292936,0.0,10053297.212532808,0.0,14826525.75321059,0.0,13089643.535786804,12886.190426580759,12684.454711536184,12700.799926107378,15288.973045009036,192817505.19324009,57626390.39182313,35233267.594637479,0.0 - 04/23 18:00:00,0.0,10257428.837172499,0.0,3091964.1738283049,0.0,10725160.598967357,0.0,8913540.667420159,18066.681578123924,17783.844307682273,17806.760606231976,21435.428044810513,270333772.33265528,32988094.277388324,14093307.03785499,0.0 - 04/23 19:00:00,0.0,7386456.180269962,0.0,2941722.183288401,0.0,11280469.549055802,0.0,9060119.698931274,18086.422858972695,17803.27653509663,17826.217874054768,21458.850320966572,270629163.3207264,30668767.611545434,63419881.67034747,0.0 - 04/23 20:00:00,0.0,8944569.274276697,0.0,3626.23797765991,0.0,15612375.847461287,0.0,12607796.063166805,10344.954666741358,10183.002471584135,10196.124309626226,12273.893820892143,154792710.9678379,37168367.422882448,63419881.67034747,69761869.8373822 - 04/23 21:00:00,0.0,937701.2421630439,0.0,0.0,0.0,8359432.398881867,0.0,3852887.345043111,10347.514996636652,10185.522719037292,10198.64780467546,12276.931554579109,154831021.46974264,13150020.986088023,49326574.63249246,69761869.8373822 - 04/23 22:00:00,0.0,0.0,3599475.7311047438,0.0,0.0,1206392.0424337576,0.0,0.0,5172.199343773957,5091.227598174341,5097.788164585387,6136.617086401076,80991671.62566988,1206392.0424337576,35233267.594637479,69761869.8373822 - 04/23 23:00:00,2729683.5433722829,0.0,12743588.601952179,0.0,0.0,0.0,0.0,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,92860106.5307806,0.0,35233267.594637479,62010550.96656194 - 04/23 24:00:00,10371634.389681057,0.0,18477011.18253559,0.0,0.0,0.0,4420278.200466584,0.0,2585.147952284963,2544.6769788330686,2547.956054850074,3067.179364222118,71950781.03336804,0.0,35233267.594637479,46507913.22492146 - 04/24 01:00:00,23462419.87430039,0.0,31432784.427858659,0.0,8813612.504885644,0.0,20311320.214728036,0.0,2581.2505367690716,2540.84057808414,2544.1147105072075,3062.555229486008,122643676.81921987,0.0,21139960.556782485,23253956.61246073 - 04/24 02:00:00,0.0,0.0,2458058.2482250879,0.0,0.0,0.0,0.0,0.0,1291.0622528868574,1270.8504324704884,1272.4880529657335,1531.7960801742848,21776366.7948156,0.0,14093307.03785499,0.0 - 04/24 03:00:00,8874181.308467586,0.0,18566940.965035485,0.0,0.0,0.0,3945073.7181515505,0.0,1290.2735012547228,1270.0740288922962,1271.710648912285,1530.8602564712579,50692702.35956465,0.0,14093307.03785499,0.0 - 04/24 04:00:00,15732385.411215082,0.0,21746351.937345316,0.0,3724563.537433632,0.0,12698200.609419635,0.0,1290.6252683845358,1270.42028904207,1272.0573552536037,1531.277614743004,73213271.39413724,0.0,14093307.03785499,0.0 - 04/24 05:00:00,18806380.60766604,0.0,24682785.318316755,0.0,7733146.236065481,0.0,16043929.613233109,0.0,1289.094955332669,1268.91393332651,1270.5490584449538,1529.461956722605,86555113.42905763,0.0,14093307.03785499,0.0 - 04/24 06:00:00,9318782.330523778,0.0,10998774.074604297,0.0,881925.0036655023,0.0,5855952.746397483,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,46370541.916246149,0.0,14093307.03785499,0.0 - 04/24 07:00:00,455960.8750749263,0.0,1771191.4158084228,0.0,0.0,0.0,0.0,0.0,5168.9153873078089,5087.995052659292,5094.5514536055029,6132.720797410316,79570209.97842185,0.0,14093307.03785499,15502637.741640486 - 04/24 08:00:00,12275336.755773558,0.0,13451178.414554317,0.0,6948350.365875735,0.0,13319725.593950052,0.0,20692.648546925346,20368.701273713457,20394.94842429475,24551.03761397176,355621000.2222128,0.0,56373228.15141996,38756594.35410121 - 04/24 09:00:00,4991926.211333842,0.0,8704187.815114052,0.0,4268684.053520873,0.0,7795180.751332247,0.0,18107.211568342558,17823.73979334317,17846.707501298195,21483.51533108009,296700205.92993149,0.0,56373228.15141996,38756594.35410121 - 04/24 10:00:00,0.0,18536792.748854717,0.0,0.0,0.0,0.0,0.0,0.0,12930.79666480328,12728.362630778049,12744.764425184772,15341.896643935266,193484953.31292496,18536792.748854717,28186614.07570998,0.0 - 04/24 11:00:00,0.0,13692813.788346906,0.0,0.0,0.0,0.0,0.0,0.0,10346.263841559641,10184.291151026413,10197.414649663498,12275.447106839762,154812300.29672153,13692813.788346906,28186614.07570998,0.0 - 04/24 12:00:00,0.0,923380.3923382779,0.0,0.0,0.0,0.0,1336032.8187790176,0.0,5172.626752653717,5091.648315888356,5098.2094244371169,6137.124190721711,78734624.08010227,923380.3923382779,28186614.07570998,0.0 - 04/24 13:00:00,0.0,3325680.8023865835,0.0,0.0,0.0,0.0,431315.60523034716,0.0,5172.318665921312,5091.345052311221,5097.9057700739099,6136.758657574106,77825296.93040033,3325680.8023865835,28186614.07570998,0.0 - 04/24 14:00:00,0.0,3298059.8879896488,0.0,0.0,0.0,0.0,1625128.0229426719,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,79040183.74041602,3298059.8879896488,28186614.07570998,0.0 - 04/24 15:00:00,0.0,0.0,5046143.994321072,0.0,0.0,0.0,6937314.303125068,0.0,7760.418037293462,7638.927245215076,7648.7707826596329,9207.439767880578,128103459.29642165,0.0,28186614.07570998,0.0 - 04/24 16:00:00,5348551.744671831,0.0,20155499.582578239,0.0,8895524.182073266,0.0,16533586.858027187,0.0,12933.887878621179,12731.405451066965,12747.811166458203,15345.564251131318,244464369.85755009,0.0,28186614.07570998,0.0 - 04/24 17:00:00,17279500.895665207,0.0,25126146.74971213,0.0,9877808.668635384,0.0,18837364.033017614,0.0,12933.322456962116,12730.848881189453,12747.253879383597,15344.893399916311,264643567.36985565,0.0,35233267.594637479,0.0 - 04/24 18:00:00,20545564.72927923,0.0,26692505.04242851,0.0,11922829.749177648,0.0,20598778.444857118,0.0,18107.211568342558,17823.73979334317,17846.7075012982,21483.51533108009,350699905.064373,0.0,14093307.03785499,0.0 - 04/24 19:00:00,13060838.817191743,0.0,19566840.223050447,0.0,2515100.978290534,0.0,9492161.195341209,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,315587636.22503057,0.0,63419881.67034747,0.0 - 04/24 20:00:00,2152112.447183047,0.0,8812682.943888892,0.0,0.0,0.0,0.0,0.0,10347.46731810134,10185.475786918345,10198.600812079689,12276.874985816963,165795103.44157077,0.0,63419881.67034747,69761869.8373822 - 04/24 21:00:00,7884981.169732252,0.0,14658674.901045209,0.0,0.0,0.0,0.0,0.0,10344.049616253005,10182.111589830016,10195.232279880034,12272.820013035613,177322824.66717265,0.0,49326574.63249246,69761869.8373822 - 04/24 22:00:00,12124047.521126619,0.0,18832789.20672419,0.0,0.0,0.0,6037863.441207322,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,114395958.80409175,0.0,35233267.594637479,69761869.8373822 - 04/24 23:00:00,14685620.010311597,0.0,21296692.19941754,0.0,0.0,0.0,8336793.954607563,0.0,5172.364633922442,5091.390300674718,5097.951076744541,6136.813196852741,121713775.31383671,0.0,35233267.594637479,62010550.96656194 - 04/24 24:00:00,18410550.62416813,0.0,24913164.799871297,0.0,3380598.278325103,0.0,12493152.803725057,0.0,2586.3337357336406,2545.8441986206487,2549.124778719486,3068.586251019836,97897066.77682659,0.0,35233267.594637479,46507913.22492146 - 04/25 01:00:00,25708037.675417298,0.0,31946918.01925213,0.0,11215820.583750036,0.0,21234177.207335354,0.0,2586.466654568959,2545.9750365868046,2549.255785283716,3068.743954144118,128806542.63585577,0.0,21139960.556782485,23253956.61246073 - 04/25 02:00:00,0.0,0.0,525944.7982118874,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,19878312.880336487,0.0,14093307.03785499,0.0 - 04/25 03:00:00,7502500.818527424,0.0,15319427.485575546,0.0,0.0,0.0,1720657.0885960567,0.0,1293.0062020316255,1272.763948728752,1274.4040349850043,1534.1025016294516,43889981.467248428,0.0,14093307.03785499,0.0 - 04/25 04:00:00,18301370.056112939,0.0,23503925.311738239,0.0,3583067.4130015776,0.0,13396351.927750882,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,78107567.14721394,0.0,14093307.03785499,0.0 - 04/25 05:00:00,22288572.1892231,0.0,27625074.049047106,0.0,8941908.79383942,0.0,18166194.056246506,0.0,1290.6252683845358,1270.42028904207,1272.0573552536037,1531.277614743004,96333518.98707971,0.0,14093307.03785499,0.0 - 04/25 06:00:00,9163891.693554609,0.0,9178524.67475841,0.0,592802.6613179244,0.0,3447407.4407398325,0.0,1291.4625609727519,1271.2444736586209,1272.8826019161559,1532.2710304374996,41706924.871516879,0.0,14093307.03785499,0.0 - 04/25 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,77399200.541474,0.0,14093307.03785499,15502637.741640486 - 04/25 08:00:00,7910447.2461865949,0.0,8263154.62135525,0.0,0.0,0.0,4465885.318913295,0.0,20694.448099449233,20370.472653906876,20396.722087092352,24553.172714348206,330292823.1837231,0.0,56373228.15141996,38756594.35410121 - 04/25 09:00:00,0.0,18573965.451695276,0.0,1866868.2189077708,0.0,10895744.285821839,0.0,7081811.916853376,18087.591831984333,17804.427207617697,17827.37002933482,21460.237262822433,270646654.79433348,38418389.87327826,56373228.15141996,38756594.35410121 - 04/25 10:00:00,0.0,27295392.496470065,0.0,542068.8679571205,0.0,3032478.040376712,0.0,234326.7977098992,12905.928738006205,12703.88401601409,12720.25426722721,15312.39179805766,193112851.7494986,31104266.202513797,28186614.07570998,0.0 - 04/25 11:00:00,0.0,44439976.27147853,0.0,7860094.166750452,0.0,5907620.81757242,0.0,5194821.760190771,10291.962789856376,10130.840192417414,10143.894814038704,12211.02098179241,153999787.60117764,63402513.015992168,28186614.07570998,0.0 - 04/25 12:00:00,0.0,35162318.34076012,0.0,12521308.250340304,0.0,7412024.191869551,0.0,7914733.857923383,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,63010384.640893358,28186614.07570998,0.0 - 04/25 13:00:00,0.0,33216471.216505924,0.0,19850416.774510996,0.0,11616224.617709974,0.0,13462518.585582488,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,78145631.19430937,28186614.07570998,0.0 - 04/25 14:00:00,0.0,34792751.4396922,0.0,24170165.765496229,0.0,14793642.07109017,0.0,17324145.3710353,5131.713784538751,5051.375847921537,5057.885061284797,6088.5825157973099,76786405.95435262,91080704.6473139,28186614.07570998,0.0 - 04/25 15:00:00,0.0,34280055.96192939,0.0,25588466.840620728,0.0,16836233.285306153,0.0,19621984.133082145,7685.251509223035,7564.937463163894,7574.685657222298,9118.25755160779,114995275.85238128,96326740.22093842,28186614.07570998,0.0 - 04/25 16:00:00,0.0,28553221.400303388,0.0,21780465.71617002,0.0,16028197.206454777,0.0,18060005.86064478,12815.794811422056,12615.161152865083,12631.417075613283,15205.451334789068,191764167.74888218,84421890.18357297,28186614.07570998,0.0 - 04/25 17:00:00,0.0,19681245.86510226,0.0,14235098.69172615,0.0,13784413.093489729,0.0,14579448.191948506,12808.752515371725,12608.229105273158,12624.476095370494,15197.095919346315,191658793.0873021,62280205.84226665,35233267.594637479,0.0 - 04/25 18:00:00,0.0,11957248.710469503,0.0,7421357.913627816,0.0,9718410.887102941,0.0,9432148.951748725,17964.03750579884,17682.807147457668,17705.593249313773,21313.64477116192,268797897.62543597,38529166.462948989,14093307.03785499,0.0 - 04/25 19:00:00,0.0,17255890.522930273,0.0,12606427.64496378,0.0,17976292.48623117,0.0,18654211.52276052,17987.23216211223,17705.638687099516,17728.454209724816,21341.164345483296,269144961.8559115,66492822.17688574,63419881.67034747,0.0 - 04/25 20:00:00,0.0,29521624.375799754,0.0,24076011.5734846,0.0,32287428.284640165,0.0,34935642.41531807,10281.553633166775,10120.593993017616,10133.63541136517,12198.670914722137,153844034.2281781,120820706.6492426,63419881.67034747,69761869.8373822 - 04/25 21:00:00,0.0,24719706.894004458,0.0,19785452.339493947,0.0,28607394.663913713,0.0,30337221.597802655,10291.962789856376,10130.840192417414,10143.894814038704,12211.02098179241,153999787.60117764,103449775.49521476,49326574.63249246,69761869.8373822 - 04/25 22:00:00,0.0,17452358.4734597,0.0,13093632.628350545,0.0,22704513.304814444,0.0,22955989.946064395,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,76206494.35268907,35233267.594637479,69761869.8373822 - 04/25 23:00:00,0.0,12914587.570156709,0.0,8799998.409062649,0.0,19053683.677560007,0.0,18357898.277267297,5153.877011333392,5073.192105266162,5079.72943110375,6114.878338366773,77118036.78985228,59126167.934046659,35233267.594637479,62010550.96656194 - 04/25 24:00:00,0.0,7254749.104739491,0.0,2316042.6914950378,0.0,13936764.939809565,0.0,12271384.152143464,2577.823628621243,2537.4673188226549,2540.7371044568628,3058.489333781736,38572262.58845699,35778940.88818756,35233267.594637479,46507913.22492146 - 04/26 01:00:00,0.0,0.0,0.0,0.0,0.0,3358355.9221577246,0.0,302964.8268712572,2578.9401735140979,2538.5663839969208,2541.837585888785,3059.8140716759696,38588969.57427278,3661320.7490289818,21139960.556782485,23253956.61246073 - 04/26 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,0.0,14093307.03785499,0.0 - 04/26 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.1166853242785,1269.919667944497,1271.5560890546495,1530.674200355818,19304159.913645276,0.0,14093307.03785499,0.0 - 04/26 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 04/26 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8015487767696,1271.5781545453286,1273.2167127847443,1532.6732265270069,19329370.71348186,0.0,14093307.03785499,0.0 - 04/26 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.0324579201172,1270.8211039495109,1272.4586866519633,1531.7607295835915,19317862.72117866,0.0,14093307.03785499,0.0 - 04/26 07:00:00,0.0,1246129.6174859326,0.0,1792402.5423647676,0.0,12207092.971809719,0.0,7135674.184929026,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,22381299.316589446,14093307.03785499,15502637.741640486 - 04/26 08:00:00,0.0,44217039.94136936,0.0,39071733.94352313,0.0,39811560.90980709,0.0,43445588.48301547,20566.188872141847,20244.221348729723,20270.308094222277,24400.99803710369,307734178.86791118,166545923.2777151,56373228.15141996,38756594.35410121 - 04/26 09:00:00,0.0,61740233.55649157,0.0,47410242.57867043,0.0,42580814.87020477,0.0,50020858.322863858,17964.03750579884,17682.807147457668,17705.593249313773,21313.64477116192,268797897.62543597,201752149.32823063,56373228.15141996,38756594.35410121 - 04/26 10:00:00,0.0,55995311.27928908,0.0,33383994.95993492,0.0,24642743.910377344,0.0,29248032.12510447,12808.752515371725,12608.229105273158,12624.476095370494,15197.095919346315,191658793.0873021,143270082.2747058,28186614.07570998,0.0 - 04/26 11:00:00,0.0,61056298.77405704,0.0,34803102.026123698,0.0,23573104.71632147,0.0,28772077.746178304,10203.169913642207,10043.437385244672,10056.3793794279,12105.671623596756,152671169.88688154,148204583.2626805,28186614.07570998,0.0 - 04/26 12:00:00,0.0,39745423.80067201,0.0,27884210.88242949,0.0,19589257.262878576,0.0,23675310.8645292,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,110894202.81050927,28186614.07570998,0.0 - 04/26 13:00:00,0.0,26571901.801335914,0.0,19670459.038849895,0.0,16102381.549054316,0.0,17611987.041421337,5118.630701863739,5038.49758334645,5044.990201751348,6073.059937615377,76590642.32847689,79956729.43066146,28186614.07570998,0.0 - 04/26 14:00:00,0.0,12265092.298404664,0.0,5575929.971171491,0.0,8136451.744519097,0.0,6235020.075831479,5138.411978260202,5057.969180170731,5064.486889715563,6096.5296669620379,76886631.77439073,32212494.089926728,28186614.07570998,0.0 - 04/26 15:00:00,0.0,10613883.629910343,0.0,3627214.8194329475,0.0,5724116.185773345,0.0,3111045.7347000709,7707.617967390303,7586.953770256096,7596.730334573344,9144.794500443058,115329947.66158608,23076260.36981671,28186614.07570998,0.0 - 04/26 16:00:00,0.0,664709.159887041,0.0,0.0,0.0,440601.2383261533,0.0,0.0,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,1105310.3982131943,28186614.07570998,0.0 - 04/26 17:00:00,0.0,0.0,375862.4184730257,0.0,0.0,0.0,0.0,0.0,12863.162024167677,12661.786823058826,12678.102827742052,15261.650724594077,192848791.0568985,0.0,35233267.594637479,0.0 - 04/26 18:00:00,2668020.980104562,0.0,7983543.26531896,0.0,0.0,0.0,346160.8120836404,0.0,17998.080338354543,17716.31703311903,17739.146315883096,21354.035292494456,280305009.3849712,0.0,14093307.03785499,0.0 - 04/26 19:00:00,0.0,0.0,1189579.501083967,0.0,0.0,0.0,0.0,0.0,18036.440738195713,17754.076893744557,17776.95483394311,21399.54844259952,271070854.7716224,0.0,63419881.67034747,0.0 - 04/26 20:00:00,0.0,0.0,0.0,0.0,0.0,16474843.95717867,0.0,6548110.236126555,10313.563994450264,10152.103226123683,10165.185247334177,12236.649986474386,154323008.83577705,23022954.193305229,63419881.67034747,69761869.8373822 - 04/26 21:00:00,0.0,0.0,0.0,0.0,0.0,12978719.809092239,0.0,6563826.121416551,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,19542545.930508794,49326574.63249246,69761869.8373822 - 04/26 22:00:00,0.0,0.0,0.0,0.0,0.0,8104165.260292865,0.0,609308.7258203969,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,8713473.986113262,35233267.594637479,69761869.8373822 - 04/26 23:00:00,0.0,0.0,2440633.195871709,0.0,0.0,5202926.368847955,0.0,0.0,5161.909022321121,5081.0983736235079,5087.64588749485,6124.408012803005,79678853.86234465,5202926.368847955,35233267.594637479,62010550.96656194 - 04/26 24:00:00,0.0,0.0,6500035.668999957,0.0,0.0,420402.4293039277,0.0,0.0,2581.412408442436,2540.999915626261,2544.2742533720149,3062.7472840474345,45125997.570357289,420402.4293039277,35233267.594637479,46507913.22492146 - 04/27 01:00:00,9557596.369818878,0.0,14139857.750842695,0.0,0.0,0.0,0.0,0.0,2581.412408442436,2540.999915626261,2544.2742533720149,3062.7472840474345,62323416.022018898,0.0,21139960.556782485,23253956.61246073 - 04/27 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 04/27 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710608,1531.8843216120268,19319421.40707041,0.0,14093307.03785499,0.0 - 04/27 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.7134510868614,1271.4914360411906,1273.1298825349623,1532.5687019808264,19328052.497917829,0.0,14093307.03785499,0.0 - 04/27 05:00:00,0.0,0.0,446574.50591163369,0.0,0.0,0.0,0.0,0.0,1291.7134510868614,1271.4914360411906,1273.1298825349623,1532.5687019808264,19774627.00382946,0.0,14093307.03785499,0.0 - 04/27 06:00:00,0.0,0.0,167619.64518207828,0.0,0.0,0.0,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710608,1531.8843216120268,19487041.05225249,0.0,14093307.03785499,0.0 - 04/27 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710608,1531.8843216120268,19319421.40707041,0.0,14093307.03785499,15502637.741640486 - 04/27 08:00:00,5834159.756469125,0.0,9102564.273695026,0.0,0.0,0.0,984426.0983611927,0.0,5159.459548313522,5078.687246588446,5085.231653476505,6121.501805395159,93122719.04211042,0.0,56373228.15141996,38756594.35410121 - 04/27 09:00:00,3706925.785317924,0.0,5569406.3635125,0.0,0.0,0.0,3197341.0457145196,0.0,12881.628723732729,12679.964422997225,12696.303851373325,15283.560758710752,205222921.11907546,0.0,56373228.15141996,38756594.35410121 - 04/27 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12866.722465640838,12665.291525156525,12681.612046006121,15265.875052491576,192526203.9214622,0.0,28186614.07570998,0.0 - 04/27 11:00:00,0.0,6796009.812812375,0.0,0.0,0.0,0.0,0.0,0.0,12815.794811422056,12615.161152865083,12631.417075613283,15205.451334789068,191764167.74888218,6796009.812812375,28186614.07570998,0.0 - 04/27 12:00:00,0.0,18871391.930972455,0.0,5291175.602059171,0.0,4300613.008104604,0.0,2484559.134026148,7685.251509223035,7564.937463163894,7574.685657222298,9118.25755160779,114995275.85238128,30947739.67516237,28186614.07570998,0.0 - 04/27 13:00:00,0.0,26813280.912197643,0.0,14987743.805703264,0.0,9543531.62476058,0.0,11032961.917207944,7680.907626252055,7560.661584491175,7570.404268643479,9113.103700278929,114930277.8467963,62377518.25986943,28186614.07570998,0.0 - 04/27 14:00:00,0.0,33985740.39208263,0.0,20671993.19456831,0.0,14421928.76092602,0.0,17271749.681088557,7673.405499563991,7553.276904995933,7563.010073234968,9104.202713337321,114818022.68807598,86351412.02866553,28186614.07570998,0.0 - 04/27 15:00:00,0.0,32726833.475239185,0.0,24290162.02547911,0.0,17166560.369120897,0.0,20192450.275240117,7680.907626252055,7560.661584491175,7570.404268643479,9113.103700278929,114930277.8467963,94376006.14507932,28186614.07570998,0.0 - 04/27 16:00:00,0.0,25160324.687193358,0.0,19836004.88459007,0.0,15508899.514219489,0.0,17214794.376611186,17942.11273599088,17661.225614011113,17683.983905858593,21287.63186870469,268469834.848435,77720023.4626141,28186614.07570998,0.0 - 04/27 17:00:00,0.0,9131636.421046518,0.0,4998861.695208591,0.0,8704778.185069867,0.0,7282074.37745093,23108.102997067577,22746.341333836128,22775.652316315573,27416.882115500728,345769123.545792,30117350.678775908,35233267.594637479,0.0 - 04/27 18:00:00,0.0,0.0,0.0,0.0,0.0,291054.91445201079,0.0,0.0,18023.00247210993,17740.84900622126,17763.70990093659,21383.604452858894,269680196.995656,291054.91445201079,14093307.03785499,0.0 - 04/27 19:00:00,0.0,0.0,0.0,0.0,0.0,8411996.793931753,0.0,2903393.8739317415,18008.426833834747,17726.501552282356,17749.343958838872,21366.311014431703,269462100.09379568,11315390.667863494,63419881.67034747,0.0 - 04/27 20:00:00,0.0,3477170.3819099755,0.0,0.0,0.0,17049441.772084636,0.0,12526933.953934687,15520.665454345415,15277.686541280355,15297.373399749846,18414.677101357585,232237448.98823954,33053546.107929298,63419881.67034747,69761869.8373822 - 04/27 21:00:00,0.0,0.0,5499180.368658056,0.0,0.0,1197572.626541298,0.0,0.0,12932.333272844795,12729.87518293402,12746.27892641858,15343.719770720589,199007126.1191628,1197572.626541298,49326574.63249246,69761869.8373822 - 04/27 22:00:00,11730334.651048612,0.0,18996606.426857816,0.0,0.0,0.0,1295260.5770007563,0.0,10344.398687547913,10182.455196348683,10195.576329170774,12273.234172802153,186806593.44403745,0.0,35233267.594637479,69761869.8373822 - 04/27 23:00:00,17829693.993893614,0.0,25162014.108883807,0.0,0.0,0.0,10451678.61352586,0.0,7757.472010683286,7636.027339201064,7645.867139820733,9203.944419764355,169519305.99039326,0.0,35233267.594637479,62010550.96656194 - 04/27 24:00:00,25063275.859004454,0.0,32706498.911568628,0.0,6109746.643469742,0.0,18080709.546734938,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,159320090.09973333,0.0,35233267.594637479,46507913.22492146 - 04/28 01:00:00,34772358.64475362,0.0,42146404.72962309,0.0,16172948.907194516,0.0,29299668.996367188,0.0,2584.4576936539044,2543.997526329646,2547.2757268027514,3066.360398705158,161062910.12170766,0.0,21139960.556782485,23253956.61246073 - 04/28 02:00:00,729282.9333421191,0.0,4244145.02511311,0.0,0.0,0.0,0.0,0.0,1292.1529077123876,1271.9240128912634,1273.5630168044589,1533.0901004919224,24308056.09489534,0.0,14093307.03785499,0.0 - 04/28 03:00:00,21612604.138859754,0.0,29167876.21255039,0.0,3130392.6864516369,0.0,12061536.807654214,0.0,1291.7386859574629,1271.516275855185,1273.1547543575926,1532.5986421915205,85300839.93561834,0.0,14093307.03785499,0.0 - 04/28 04:00:00,25708509.00730874,0.0,31798191.886784145,0.0,9678320.37225997,0.0,20544134.89032933,0.0,1291.556899978458,1271.3373357695937,1272.975583689437,1532.3829600666289,107054866.16289699,0.0,14093307.03785499,0.0 - 04/28 05:00:00,25449820.218944469,0.0,30957531.398368978,0.0,11003537.425558566,0.0,20895501.844569439,0.0,1291.556899978458,1271.3373357695937,1272.975583689437,1532.3829600666289,107632100.89365626,0.0,14093307.03785499,0.0 - 04/28 06:00:00,26379191.233921775,0.0,32144828.26756053,0.0,12263507.896853213,0.0,22420735.62598384,0.0,1291.6489419344148,1271.4279367915597,1273.066301460067,1532.4921643339142,112535350.26459119,0.0,14093307.03785499,0.0 - 04/28 07:00:00,20332623.68526112,0.0,25733426.716644415,0.0,7835388.701282141,0.0,16301483.308477804,0.0,1292.4428403833552,1272.2094066121802,1273.8487782843145,1533.434094538615,89541888.84301195,0.0,14093307.03785499,15502637.741640486 - 04/28 08:00:00,21367963.9166441,0.0,27891543.355813475,0.0,13662237.890155424,0.0,21184282.972732136,0.0,1292.69588468862,1272.4584894616406,1274.0981821024498,1533.7343219475166,103448780.89686597,0.0,56373228.15141996,38756594.35410121 - 04/28 09:00:00,28635696.344204785,0.0,36444481.43111753,0.0,22818268.207663306,0.0,32546685.431663064,0.0,5172.520676985971,5091.5439008549769,5098.104874854311,6136.9983359910879,197842135.45391954,0.0,56373228.15141996,38756594.35410121 - 04/28 10:00:00,18379837.911610348,0.0,27010657.431852469,0.0,16487402.498882682,0.0,24815310.861120255,0.0,7760.35834873224,7638.868491089416,7648.711952823284,9207.368949681142,202812316.57583965,0.0,28186614.07570998,0.0 - 04/28 11:00:00,13062809.877350368,0.0,22164059.567870119,0.0,13706296.128167578,0.0,20930306.61178671,0.0,7760.620385781293,7639.1264258995829,7648.97022000878,9207.679846637275,185986500.94715173,0.0,28186614.07570998,0.0 - 04/28 12:00:00,15542314.386215436,0.0,21533003.982231596,0.0,12518653.677542793,0.0,19575961.435026338,0.0,5173.555151448471,5092.562180426787,5099.124466583282,6138.225700452527,146582416.47709603,0.0,28186614.07570998,0.0 - 04/28 13:00:00,12368076.532624634,0.0,17692055.905886864,0.0,10190491.448446457,0.0,16413184.551699846,0.0,5173.328982784847,5092.339552475782,5098.901551753439,6137.957359966525,134072907.24778793,0.0,28186614.07570998,0.0 - 04/28 14:00:00,8541727.918106813,0.0,14386578.645558365,0.0,7655492.591306547,0.0,13016823.640811313,0.0,7757.96038905313,7636.508071916422,7646.348492009262,9204.523862057627,159683849.72991423,0.0,28186614.07570998,0.0 - 04/28 15:00:00,0.0,0.0,1661074.5621810726,0.0,654452.7851739549,0.0,3080404.2133109245,0.0,10339.926887670064,10178.053403332136,10191.168863994642,12267.92855294618,160113411.30926086,0.0,28186614.07570998,0.0 - 04/28 16:00:00,0.0,0.0,6512837.094204524,0.0,2208435.3300343847,0.0,5971524.633410737,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,208079565.29713685,0.0,28186614.07570998,0.0 - 04/28 17:00:00,4485881.209832898,0.0,9127826.012074683,0.0,2140981.583112318,0.0,6201946.021064313,0.0,15509.890331505097,15267.080104998198,15286.753295991964,18401.892829419274,254032854.44897659,0.0,35233267.594637479,0.0 - 04/28 18:00:00,8375328.94697148,0.0,13040167.72494677,0.0,3851700.214864055,0.0,8630727.715229782,0.0,18099.10389419562,17815.75904634749,17838.716470295436,21473.895885193695,304716835.6677281,0.0,14093307.03785499,0.0 - 04/28 19:00:00,1890213.7921238724,0.0,6661874.957345447,0.0,0.0,0.0,0.0,0.0,10342.773325140062,10180.855279292538,10193.974350458202,12271.305742349134,163312160.0595331,0.0,63419881.67034747,0.0 - 04/28 20:00:00,0.0,0.0,0.0,0.0,0.0,4307834.788624999,0.0,0.0,7759.15038350508,7637.679436783233,7647.521366299263,9205.935745049985,116101032.95389521,4307834.788624999,63419881.67034747,69761869.8373822 - 04/28 21:00:00,0.0,0.0,1239902.6233894723,0.0,0.0,3921057.1652257258,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,78642550.21100445,3921057.1652257258,49326574.63249246,69761869.8373822 - 04/28 22:00:00,928060.8995618505,0.0,9366938.007818897,0.0,0.0,400073.973281244,0.0,0.0,5173.019507611572,5092.034922194079,5098.596528924525,6137.590179486829,87699467.00496197,400073.973281244,35233267.594637479,69761869.8373822 - 04/28 23:00:00,10058193.518314042,0.0,16871162.47121543,0.0,0.0,0.0,20461.109816606036,0.0,5173.67146497347,5092.676673041853,5099.2391067337689,6138.363702009978,104364040.50767873,0.0,35233267.594637479,62010550.96656194 - 04/28 24:00:00,16851196.566290067,0.0,23729771.616777444,0.0,0.0,0.0,10834983.23103487,0.0,5173.626478327107,5092.632390669831,5099.194767299391,6138.3103270713149,128829501.6822259,0.0,35233267.594637479,46507913.22492146 - 04/29 01:00:00,27008668.642814835,0.0,33788482.31177642,0.0,9791199.930316743,0.0,21860866.996998129,0.0,2586.6313344745228,2546.1371383977254,2549.4180959793659,3068.93934056585,131153271.15580899,0.0,21139960.556782485,23253956.61246073 - 04/29 02:00:00,0.0,0.0,3294864.198645151,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,22645178.857403555,0.0,14093307.03785499,0.0 - 04/29 03:00:00,13131278.94636903,0.0,19847064.342349307,0.0,0.0,0.0,4094974.585987149,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,56420026.47106953,0.0,14093307.03785499,0.0 - 04/29 04:00:00,17849175.744107274,0.0,22793234.470112657,0.0,3083492.0855247506,0.0,12873152.22412508,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,75943493.27874017,0.0,14093307.03785499,0.0 - 04/29 05:00:00,19624764.48540154,0.0,24454358.82794979,0.0,6660529.2320167659,0.0,15040996.599617966,0.0,1292.5739761424816,1272.3384894165343,1273.978027425037,1533.589682111059,85121577.77532846,0.0,14093307.03785499,0.0 - 04/29 06:00:00,8980201.535721116,0.0,9294676.748734814,0.0,371970.81729689377,0.0,3397786.2990537949,0.0,1292.6360841179099,1272.3996250800208,1274.039241868066,1533.6633708530972,41386493.35971536,0.0,14093307.03785499,0.0 - 04/29 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.23424537137,5090.277608567286,5096.836950819759,6135.472033986477,77377755.01948162,0.0,14093307.03785499,15502637.741640486 - 04/29 08:00:00,8839615.84970997,0.0,9286633.308420308,0.0,0.0,0.0,3592085.0249289695,0.0,20690.669885869123,20366.753588965188,20392.99822975589,24548.690008158686,331315136.3489552,0.0,56373228.15141996,38756594.35410121 - 04/29 09:00:00,7484432.388540089,0.0,14915390.947867154,0.0,2777312.710452837,0.0,8173045.2866607219,0.0,18106.73880912745,17823.27443526177,17846.24154355541,21482.954420317692,304283334.48326519,0.0,56373228.15141996,38756594.35410121 - 04/29 10:00:00,6602675.804959692,0.0,17115487.916787793,0.0,8273556.29921275,0.0,15486460.027439043,0.0,12934.267979988985,12731.779601876948,12748.185799399696,15346.015226894859,241015075.03777705,0.0,28186614.07570998,0.0 - 04/29 11:00:00,5968494.206634294,0.0,17743298.69691659,0.0,10006109.096787483,0.0,16511760.476601534,0.0,10347.514996636652,10185.522719037292,10198.64780467546,12276.931554579109,205060683.94668255,0.0,28186614.07570998,0.0 - 04/29 12:00:00,629267.5929263057,0.0,11427792.48583595,0.0,7427888.629802028,0.0,12238144.23321436,0.0,5172.76692233672,5091.786291188823,5098.3475775328429,6137.290496699989,109123781.57770878,0.0,28186614.07570998,0.0 - 04/29 13:00:00,0.0,0.0,10327270.90331114,0.0,6649810.549450593,0.0,10679200.37654459,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,105058929.41692132,0.0,28186614.07570998,0.0 - 04/29 14:00:00,0.0,0.0,9326862.549551879,0.0,5407873.655198602,0.0,9679331.956197555,0.0,5173.328982784847,5092.339552475782,5098.901551753439,6137.957359966525,101823166.97007817,0.0,28186614.07570998,0.0 - 04/29 15:00:00,0.0,0.0,4570279.939732911,0.0,1593291.3734839592,0.0,4536795.415506054,0.0,7757.079993855047,7635.6414594694019,7645.480762843652,9203.479306761852,126770420.21127075,0.0,28186614.07570998,0.0 - 04/29 16:00:00,0.0,5456489.6225604829,0.0,0.0,0.0,0.0,0.0,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,193386768.2394872,5456489.6225604829,28186614.07570998,0.0 - 04/29 17:00:00,0.0,797091.369892715,0.0,0.0,0.0,378891.03996804918,0.0,0.0,12931.566881634291,12729.120789720886,12745.523561092792,15342.810476804278,193496478.1533081,1175982.4098607642,35233267.594637479,0.0 - 04/29 18:00:00,0.0,0.0,5812327.793329844,0.0,0.0,0.0,0.0,0.0,18104.193634288007,17820.76910560924,17843.732985529907,21479.934667525984,276707397.20796117,0.0,14093307.03785499,0.0 - 04/29 19:00:00,395883.426587502,0.0,5070674.81292447,0.0,0.0,0.0,0.0,0.0,18108.128030596603,17824.64190820966,17847.61077863177,21484.602678560994,276420498.4651085,0.0,63419881.67034747,0.0 - 04/29 20:00:00,0.0,0.0,3545453.5005856796,0.0,0.0,1674089.9140107947,0.0,0.0,10344.049616253005,10182.111589830016,10195.232279880034,12272.820013035613,158324622.09698088,1674089.9140107947,63419881.67034747,69761869.8373822 - 04/29 21:00:00,1368211.22483295,0.0,8877573.706383922,0.0,0.0,345389.8620213762,0.0,0.0,10344.398687547913,10182.455196348683,10195.576329170774,12273.234172802153,165030176.72034718,345389.8620213762,49326574.63249246,69761869.8373822 - 04/29 22:00:00,7094859.2537276479,0.0,13775128.549450215,0.0,0.0,0.0,0.0,0.0,5171.64800712219,5090.68489280071,5097.244759880489,6135.9629465095699,98253933.98590453,0.0,35233267.594637479,69761869.8373822 - 04/29 23:00:00,11390998.373860956,0.0,18028392.389859994,0.0,0.0,0.0,4118802.1075716859,0.0,5171.013509123259,5090.060327986318,5096.619390250585,6135.210138854114,110912644.98966405,0.0,35233267.594637479,62010550.96656194 - 04/29 24:00:00,17680259.663141535,0.0,24322470.708280855,0.0,166894.59451155558,0.0,11740432.279916384,0.0,2584.1493316585417,2543.6939917988458,2546.9718011367265,3065.994538968561,92576972.03467596,0.0,35233267.594637479,46507913.22492146 - 04/30 01:00:00,28726252.302047254,0.0,35354896.51372009,0.0,12629960.588251325,0.0,24153510.17277958,0.0,2582.7318516449929,2542.2987026993398,2545.574714064802,3064.312753041024,139510324.4540188,0.0,21139960.556782485,23253956.61246073 - 04/30 02:00:00,0.0,0.0,3098681.2541119179,0.0,0.0,0.0,0.0,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,22403364.715477446,0.0,14093307.03785499,0.0 - 04/30 03:00:00,19014132.74322721,0.0,26447105.304785547,0.0,2086560.3240215574,0.0,10464480.241718932,0.0,1289.094955332669,1268.9139333265098,1270.5490584449536,1529.461956722605,77301150.2675295,0.0,14093307.03785499,0.0 - 04/30 04:00:00,25758578.24431863,0.0,31570190.52810982,0.0,10656864.608288143,0.0,21068732.180014817,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,108322847.25580698,0.0,14093307.03785499,0.0 - 04/30 05:00:00,27941931.573433363,0.0,33677332.12837624,0.0,13123546.09807655,0.0,23782121.48882533,0.0,1287.4045530922688,1267.2499946485276,1268.88297561215,1527.4563589909904,117788509.26514967,0.0,14093307.03785499,0.0 - 04/30 06:00:00,10622376.004454472,0.0,9209216.682115052,0.0,918155.398091086,0.0,4139799.394059806,0.0,1288.5119921743095,1268.340096565146,1269.9744822363526,1528.770293188283,44169696.18971113,0.0,14093307.03785499,0.0 - 04/30 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5164.249011547429,5083.4017298819539,5089.952211862934,6127.184320697139,77273234.18636205,0.0,14093307.03785499,15502637.741640486 - 04/30 08:00:00,8902818.0995396,0.0,8740929.697315608,0.0,0.0,0.0,4312222.507929211,0.0,20680.152981732364,20356.40132892462,20382.632629771626,24536.212102855337,331395406.8606067,0.0,56373228.15141996,38756594.35410121 - 04/30 09:00:00,0.0,15115785.243501896,0.0,0.0,0.0,7316194.375170604,0.0,823153.1469529467,18104.33615013548,17820.909390344535,17843.873451036405,21480.103757138848,270897201.895159,23255132.765625448,56373228.15141996,38756594.35410121 - 04/30 10:00:00,0.0,23924252.706351963,0.0,0.0,0.0,0.0,0.0,0.0,12934.37716471186,12731.887077292618,12748.293413308409,15346.144770400711,193538528.73256899,23924252.706351963,28186614.07570998,0.0 - 04/30 11:00:00,0.0,35774587.63707755,0.0,0.0,0.0,0.0,0.0,0.0,10346.039015223145,10184.069844388157,10197.19305784905,12275.180358973657,154808936.19516246,35774587.63707755,28186614.07570998,0.0 - 04/30 12:00:00,0.0,43062619.89597479,0.0,0.0,0.0,0.0,0.0,0.0,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,77370009.33915742,43062619.89597479,28186614.07570998,0.0 - 04/30 13:00:00,0.0,51600102.00803165,0.0,0.0,0.0,0.0,0.0,0.0,5167.549388277915,5086.650438599038,5093.20510687279,6131.100091704735,77322618.09163612,51600102.00803165,28186614.07570998,0.0 - 04/30 14:00:00,0.0,57363964.24829754,0.0,12292449.252387438,0.0,10459247.515424332,0.0,10536265.3956539,5164.546505948632,5083.694566952808,5090.245426284243,6127.537286448107,77277685.62828164,90651926.4117632,28186614.07570998,0.0 - 04/30 15:00:00,0.0,56413515.50784221,0.0,22387174.861487338,0.0,20896147.65500115,0.0,22356521.24859524,7744.903474527883,7623.655565823832,7633.479424150745,9189.03233138649,115887854.86520022,122053359.27292595,28186614.07570998,0.0 - 04/30 16:00:00,0.0,48677446.198309209,0.0,27074178.807125886,0.0,28889364.470477377,0.0,29407083.008007979,12898.648870783803,12696.718116471113,12713.079133691264,15303.754513487898,193003922.2839627,134048072.48392044,28186614.07570998,0.0 - 04/30 17:00:00,0.0,40429049.37274935,0.0,28760808.991079064,0.0,33728936.83400964,0.0,33992508.218362528,12905.928738006205,12703.88401601409,12720.25426722721,15312.39179805766,193112851.7494986,136911303.41620059,35233267.594637479,0.0 - 04/30 18:00:00,0.0,29422822.518979946,0.0,19943058.882321009,0.0,27951553.441180499,0.0,29240382.296747045,18074.45441088164,17791.49545529315,17814.421613127484,21444.65021417028,270450078.0965012,106557817.1392285,14093307.03785499,0.0 - 04/30 19:00:00,0.0,21942984.861344235,0.0,12780805.692974657,0.0,23499519.405713075,0.0,23351204.179232658,18094.872053422612,17811.593455831233,17834.545511990622,21468.87496765581,270755589.560041,81574514.13926463,63419881.67034747,0.0 - 04/30 20:00:00,0.0,21342714.789702566,0.0,10517100.746655314,0.0,25639116.258117707,0.0,24278322.776844458,10343.574380486538,10181.64379396813,10194.763881215431,12272.256163939564,154772057.59059478,81777254.57132004,63419881.67034747,69761869.8373822 - 04/30 21:00:00,0.0,14508144.15022052,0.0,4855588.66914735,0.0,19892454.064561305,0.0,17426435.083812037,10346.039015223145,10184.069844388157,10197.19305784905,12275.180358973657,154808936.19516246,56682621.96774121,49326574.63249246,69761869.8373822 - 04/30 22:00:00,0.0,7190467.466079532,0.0,41096.981549751945,0.0,13807384.978403952,0.0,9968578.946606158,5173.697994071408,5092.702786821814,5099.265254164,6138.395177772003,77414620.36618522,31007528.372639397,35233267.594637479,69761869.8373822 - 04/30 23:00:00,0.0,1207763.8622544674,0.0,0.0,0.0,8684244.38755319,0.0,3655332.6746997844,5173.435965403346,5092.44486026143,5099.0069952389189,6138.084290759597,77410699.60198786,13547340.924507443,35233267.594637479,62010550.96656194 - 04/30 24:00:00,0.0,0.0,7612801.039555388,0.0,0.0,780177.1537153372,0.0,0.0,2585.722872690404,2545.242898752311,2548.5227040148949,3067.861485337112,46303260.898416388,780177.1537153372,35233267.594637479,46507913.22492146 - 05/01 01:00:00,19114335.825214376,0.0,30496604.727057648,0.0,1906565.2412776778,0.0,12676060.605887598,0.0,2583.9882438566935,2543.5354258565864,2546.813030866066,3065.8034144407677,102858070.8135097,0.0,21139960.556782485,23253956.61246073 - 05/01 02:00:00,0.0,0.0,2629476.9564703789,0.0,0.0,0.0,0.0,0.0,1291.0622528868574,1270.8504324704884,1272.4880529657335,1531.7960801742848,21947785.503060894,0.0,14093307.03785499,0.0 - 05/01 03:00:00,15009648.645541843,0.0,25256045.491848075,0.0,0.0,0.0,7302826.796463285,0.0,1290.3930432220234,1270.1916994077984,1271.8284710582566,1531.0020884522626,66876816.02155842,0.0,14093307.03785499,0.0 - 05/01 04:00:00,22241388.838933566,0.0,29467586.214133506,0.0,3937845.7535358446,0.0,17384511.202504439,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,92336015.47047287,0.0,14093307.03785499,0.0 - 05/01 05:00:00,23612389.89173051,0.0,30172167.17555352,0.0,9042903.34813733,0.0,19587256.984280185,0.0,1290.0275642831569,1269.8319421098998,1271.46825017636,1530.5684616424867,101717543.7852644,0.0,14093307.03785499,0.0 - 05/01 06:00:00,19454623.764977017,0.0,23888695.29944596,0.0,7363931.536478398,0.0,16042546.814817604,0.0,1290.0275642831569,1269.8319421098998,1271.46825017636,1530.5684616424867,86052623.80128184,0.0,14093307.03785499,0.0 - 05/01 07:00:00,4825252.066633416,0.0,7290116.730597597,0.0,188729.12627097395,0.0,2723446.21270778,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,92375009.0955837,0.0,14093307.03785499,15502637.741640486 - 05/01 08:00:00,12635037.82131255,0.0,12949652.979957998,0.0,9381057.624294199,0.0,13800303.85770975,0.0,20691.220063831403,20367.29515378883,20393.540492441087,24549.34277330935,358371086.82340899,0.0,56373228.15141996,38756594.35410121 - 05/01 09:00:00,0.0,4476161.731872403,1592141.116416478,0.0,0.0,369371.9579578638,0.0,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,272544836.12757316,4845533.689830267,56373228.15141996,38756594.35410121 - 05/01 10:00:00,0.0,2955542.9399939917,0.0,0.0,0.0,0.0,0.0,0.0,12934.317722604457,12731.828565762497,12748.234826380209,15346.074244609325,193537639.29368336,2955542.9399939917,28186614.07570998,0.0 - 05/01 11:00:00,0.0,8704567.31136912,0.0,0.0,0.0,0.0,2228066.0639568089,0.0,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,157011003.67967043,8704567.31136912,28186614.07570998,0.0 - 05/01 12:00:00,0.0,8945069.903334765,1347019.7640931989,0.0,89159.26656363005,0.0,5368666.283946857,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,84216338.77135527,8945069.903334765,28186614.07570998,0.0 - 05/01 13:00:00,0.0,6418272.990812327,945087.047364129,0.0,749829.3082761377,0.0,3163783.388413219,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,82232189.36113432,6418272.990812327,28186614.07570998,0.0 - 05/01 14:00:00,0.0,10565866.53659996,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,10565866.53659996,28186614.07570998,0.0 - 05/01 15:00:00,0.0,9295839.771667857,0.0,0.0,0.0,0.0,0.0,0.0,7758.226127742089,7636.769650416631,7646.610407580069,9204.839150868207,116087203.2117852,9295839.771667857,28186614.07570998,0.0 - 05/01 16:00:00,0.0,4404819.72201605,0.0,0.0,0.0,0.0,0.0,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,193478672.01964198,4404819.72201605,28186614.07570998,0.0 - 05/01 17:00:00,0.0,914893.4349189538,0.0,0.0,0.0,0.0,0.0,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,193478672.01964198,914893.4349189538,35233267.594637479,0.0 - 05/01 18:00:00,0.0,0.0,1689346.6979115329,0.0,0.0,0.0,0.0,0.0,18102.527631398207,17819.12918430547,17842.09095102016,21477.95801869248,272559487.5254103,0.0,14093307.03785499,0.0 - 05/01 19:00:00,0.0,0.0,122777.23673275032,0.0,0.0,0.0,0.0,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,271075472.2478894,0.0,63419881.67034747,0.0 - 05/01 20:00:00,0.0,0.0,0.0,0.0,0.0,9202209.6172258,0.0,0.0,10346.707890929973,10184.728248721014,10197.852310603092,12275.973954467252,154818944.6569968,9202209.6172258,63419881.67034747,69761869.8373822 - 05/01 21:00:00,0.0,0.0,0.0,0.0,0.0,6321364.515205932,0.0,1094981.0599231977,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,154829515.9915022,7416345.575129129,49326574.63249246,69761869.8373822 - 05/01 22:00:00,0.0,0.0,4487981.561464459,0.0,0.0,2647870.329919139,0.0,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,81897453.88996285,2647870.329919139,35233267.594637479,69761869.8373822 - 05/01 23:00:00,1508169.0491411458,0.0,10720871.448621396,0.0,0.0,0.0,0.0,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,89600051.5438458,0.0,35233267.594637479,62010550.96656194 - 05/01 24:00:00,9077536.551516073,0.0,16440940.387079528,0.0,0.0,0.0,2288958.880995112,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,66492941.342632349,0.0,35233267.594637479,46507913.22492146 - 05/02 01:00:00,19224806.021080309,0.0,26373185.541560577,0.0,4081066.780665494,0.0,15354929.592366148,0.0,2584.6049648886298,2544.142492005719,2547.4208792818938,3066.535130403471,103707720.4153595,0.0,21139960.556782485,23253956.61246073 - 05/02 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.69588468862,1272.4584894616406,1274.09818210245,1533.7343219475166,19342752.761520819,0.0,14093307.03785499,0.0 - 05/02 03:00:00,3053762.1723234679,0.0,12022742.407229238,0.0,0.0,0.0,0.0,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,34407517.165426988,0.0,14093307.03785499,0.0 - 05/02 04:00:00,11800506.188141646,0.0,17210965.46264931,0.0,0.0,0.0,5275470.770878839,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,53617955.007544089,0.0,14093307.03785499,0.0 - 05/02 05:00:00,18772310.64515115,0.0,25142825.715972134,0.0,4104571.4519147837,0.0,14649934.528611375,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,81992494.78025973,0.0,14093307.03785499,0.0 - 05/02 06:00:00,20496844.580805165,0.0,26647798.641396718,0.0,7498708.544635138,0.0,17109734.08728056,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,91075938.29272788,0.0,14093307.03785499,0.0 - 05/02 07:00:00,11520194.289354047,0.0,16202857.380860173,0.0,2794969.447361413,0.0,9317255.547593706,0.0,5167.645107129796,5086.744658954437,5093.299448640733,6131.21365846868,117159327.00866649,0.0,14093307.03785499,15502637.741640486 - 05/02 08:00:00,14367952.144720085,0.0,17856558.11671341,0.0,13396596.249085593,0.0,16327575.215344472,0.0,20687.364114619122,20363.499570180807,20389.74001783617,24544.767836759613,371496019.26768818,0.0,56373228.15141996,38756594.35410121 - 05/02 09:00:00,22030545.128426207,0.0,28030610.71515729,0.0,15304463.941530146,0.0,26558460.28724217,0.0,18097.742385640675,17814.418852462964,17837.374549434295,21472.280507265226,362722618.7336472,0.0,56373228.15141996,38756594.35410121 - 05/02 10:00:00,17660045.76791923,0.0,23366451.30238936,0.0,16154343.125545079,0.0,24086266.975523265,0.0,12929.602571636953,12727.187231363,12743.587511147607,15340.47989797476,274734193.1350173,0.0,28186614.07570998,0.0 - 05/02 11:00:00,14027083.18884053,0.0,19413520.438405776,0.0,14063341.404620909,0.0,21202847.322923539,0.0,10343.682057309563,10181.749785090402,10194.870008918086,12272.383918379806,223480461.12570305,0.0,28186614.07570998,0.0 - 05/02 12:00:00,10526741.978542697,0.0,15720831.965446465,0.0,11758795.995194672,0.0,17850647.94225056,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,133266490.20993279,0.0,28186614.07570998,0.0 - 05/02 13:00:00,16452336.601494112,0.0,23014846.159568166,0.0,13303219.427645196,0.0,21611435.511736618,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,151791310.0289425,0.0,28186614.07570998,0.0 - 05/02 14:00:00,24889405.37893139,0.0,32363618.18348038,0.0,16832643.865152554,0.0,27530089.618168,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,179025229.37423069,0.0,28186614.07570998,0.0 - 05/02 15:00:00,22586047.45203506,0.0,29199516.47299484,0.0,16410554.371766888,0.0,26131739.34097868,0.0,7760.03091819748,7638.546186540759,7648.38923295232,9206.98046585044,210442066.13052307,0.0,28186614.07570998,0.0 - 05/02 16:00:00,19863731.845163455,0.0,25395891.435808608,0.0,13841477.903102119,0.0,22475074.26542227,0.0,12934.317722604457,12731.828565762497,12748.234826380209,15346.074244609325,275113814.7431798,0.0,28186614.07570998,0.0 - 05/02 17:00:00,11635917.698351331,0.0,15529883.332829033,0.0,3785102.6056300268,0.0,9949975.841073279,0.0,12934.317722604457,12731.828565762497,12748.234826380209,15346.074244609325,234438518.771567,0.0,35233267.594637479,0.0 - 05/02 18:00:00,11867498.148916785,0.0,14455931.68612599,0.0,2202722.246818265,0.0,7190663.258422076,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,306669510.3514398,0.0,14093307.03785499,0.0 - 05/02 19:00:00,9435349.501729515,0.0,12728287.749346996,0.0,0.0,0.0,2859316.107163674,0.0,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,295974606.343369,0.0,63419881.67034747,0.0 - 05/02 20:00:00,2872571.7636732438,0.0,8754569.570946567,0.0,0.0,0.0,0.0,0.0,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,166456657.32612206,0.0,63419881.67034747,69761869.8373822 - 05/02 21:00:00,5433238.492736325,0.0,11171878.137035435,0.0,0.0,0.0,0.0,0.0,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,171434632.62127397,0.0,49326574.63249246,69761869.8373822 - 05/02 22:00:00,9517911.859796089,0.0,15346951.353946595,0.0,0.0,0.0,560750.6031645347,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,102835086.1454056,0.0,35233267.594637479,69761869.8373822 - 05/02 23:00:00,12905871.775950149,0.0,18867742.810041775,0.0,0.0,0.0,5953189.069283698,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,115128062.29030922,0.0,35233267.594637479,62010550.96656194 - 05/02 24:00:00,18761298.655176537,0.0,24911286.36199261,0.0,1771004.0163951549,0.0,12380186.464870569,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,96509281.0214765,0.0,35233267.594637479,46507913.22492146 - 05/03 01:00:00,27848751.347212588,0.0,34009710.985560979,0.0,11699663.212990955,0.0,22986029.69799266,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,135229660.7667988,0.0,21139960.556782485,23253956.61246073 - 05/03 02:00:00,0.0,0.0,3314515.919884352,0.0,0.0,0.0,0.0,0.0,1292.3024824443149,1272.0712460028595,1273.7104396409469,1533.2675652017356,22651382.159727839,0.0,14093307.03785499,0.0 - 05/03 03:00:00,18795177.161503957,0.0,26528396.85257001,0.0,0.0,0.0,9659503.913583372,0.0,1292.3024824443147,1272.0712460028595,1273.7104396409469,1533.2675652017356,74319944.16750081,0.0,14093307.03785499,0.0 - 05/03 04:00:00,24008277.762086229,0.0,30239393.85693356,0.0,6790133.7651530769,0.0,18587442.049321489,0.0,1292.3024824443149,1272.0712460028595,1273.7104396409469,1533.2675652017356,98962113.67333783,0.0,14093307.03785499,0.0 - 05/03 05:00:00,27918333.072647185,0.0,34268276.9348436,0.0,11835931.45142614,0.0,23026422.156049454,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,116364071.37602146,0.0,14093307.03785499,0.0 - 05/03 06:00:00,29928801.08837663,0.0,36379528.66956176,0.0,14459404.275917836,0.0,25975300.46058678,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,126047717.95580852,0.0,14093307.03785499,0.0 - 05/03 07:00:00,25191610.62796875,0.0,31624541.257005738,0.0,11379193.852032502,0.0,21757665.670165786,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,167213442.45139314,0.0,14093307.03785499,15502637.741640486 - 05/03 08:00:00,35180662.20762259,0.0,41561395.54889638,0.0,23611933.356861514,0.0,35021583.90049868,0.0,20653.57345802728,20330.23791262154,20356.4354992362,24504.67651258205,444417299.1907606,0.0,56373228.15141996,38756594.35410121 - 05/03 09:00:00,47143165.96322895,0.0,54683326.50258915,0.0,32815748.58126071,0.0,47696719.02255398,0.0,18086.757874954284,17803.606306340524,17826.54807024257,21459.247804640374,452973136.2718727,0.0,56373228.15141996,38756594.35410121 - 05/03 10:00:00,41095308.294290248,0.0,48120130.758232507,0.0,29515238.071061408,0.0,42859140.54556242,0.0,12926.958846886198,12724.584894616404,12740.981821024498,15337.343219475166,355017345.28435477,0.0,28186614.07570998,0.0 - 05/03 11:00:00,29043791.197445647,0.0,36122000.372796628,0.0,23508526.512848569,0.0,34208774.864298928,0.0,10345.610031915701,10183.647576894416,10196.770246220543,12274.671386654674,277685610.217457,0.0,28186614.07570998,0.0 - 05/03 12:00:00,16229948.64936556,0.0,25051164.97638499,0.0,18691415.38602569,0.0,27002664.33036356,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,164376451.97717343,0.0,28186614.07570998,0.0 - 05/03 13:00:00,26584127.707211805,0.0,33575332.20439015,0.0,20559534.382736718,0.0,30643193.982028169,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,188763446.91140045,0.0,28186614.07570998,0.0 - 05/03 14:00:00,28865863.51308319,0.0,36142123.26009776,0.0,21120760.253902675,0.0,32185752.329458685,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,195701333.74199847,0.0,28186614.07570998,0.0 - 05/03 15:00:00,32003492.86927797,0.0,39262092.12123325,0.0,22670827.869850629,0.0,34420374.90494873,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,244413304.3344355,0.0,28186614.07570998,0.0 - 05/03 16:00:00,36175437.974495727,0.0,43605438.75562063,0.0,24782512.54112997,0.0,37652249.27701646,0.0,12923.02482444315,12720.712460028592,12737.104396409468,15332.675652017357,335584300.9466976,0.0,28186614.07570998,0.0 - 05/03 17:00:00,42416321.19881289,0.0,50368977.0641411,0.0,27082100.10640252,0.0,41483632.07465033,0.0,12919.11276782449,12716.861647386091,12733.248621601833,15328.034146171698,354661156.30274966,0.0,35233267.594637479,0.0 - 05/03 18:00:00,50449799.14538517,0.0,58698340.83724255,0.0,32262729.089240675,0.0,48432215.261944647,0.0,18079.122961514946,17796.09091889537,17819.02299845361,21450.189271287163,460363018.474357,0.0,14093307.03785499,0.0 - 05/03 19:00:00,40274119.744864787,0.0,49067915.29321042,0.0,20483061.32708295,0.0,34775552.954658489,0.0,18071.876775773868,17788.958173543844,17811.88106183167,21441.59194850929,415012157.9745878,0.0,63419881.67034747,0.0 - 05/03 20:00:00,28002332.914854364,0.0,37222990.73389323,0.0,7579727.602288713,0.0,19475392.782658794,0.0,10326.78672901364,10165.118956310771,10178.2177496181,12252.338256291025,246801306.12213586,0.0,63419881.67034747,69761869.8373822 - 05/03 21:00:00,32141518.498085109,0.0,41462275.325247008,0.0,10968237.40907789,0.0,23905692.235841037,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,262915191.15917529,0.0,49326574.63249246,69761869.8373822 - 05/03 22:00:00,37297069.241991449,0.0,46879680.86171171,0.0,15094801.212017045,0.0,29378566.61455983,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,205822234.34150655,0.0,35233267.594637479,69761869.8373822 - 05/03 23:00:00,40182687.69931506,0.0,49909111.71201156,0.0,17406111.065032979,0.0,32435097.69819093,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,217105124.58577708,0.0,35233267.594637479,62010550.96656194 - 05/03 24:00:00,44594013.00007836,0.0,54383830.6235135,0.0,21363450.27738095,0.0,37399547.642977248,0.0,2577.3222765286884,2536.9738154906365,2540.24296519543,3057.8944986617059,196305602.3451053,0.0,35233267.594637479,46507913.22492146 - 05/04 01:00:00,52977339.06637361,0.0,62670670.407018329,0.0,29465862.405890503,0.0,47237991.568481158,0.0,2577.3222765286884,2536.9738154906365,2540.24296519543,3057.8944986617059,230916624.24891884,0.0,21139960.556782485,23253956.61246073 - 05/04 02:00:00,13377459.194670629,0.0,21945310.686740739,0.0,0.0,0.0,5332353.770578321,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,59937504.05256732,0.0,14093307.03785499,0.0 - 05/04 03:00:00,37476791.877839509,0.0,45861449.40206386,0.0,14833150.755924184,0.0,30935371.56735372,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,148389144.00375889,0.0,14093307.03785499,0.0 - 05/04 04:00:00,37954024.68273866,0.0,45716033.8150452,0.0,18609972.448930496,0.0,32605100.866161549,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,154178160.91568256,0.0,14093307.03785499,0.0 - 05/04 05:00:00,37754072.81335791,0.0,45225554.697842609,0.0,19236675.24511276,0.0,32785430.382982848,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,154294762.24210275,0.0,14093307.03785499,0.0 - 05/04 06:00:00,35727922.056701708,0.0,42836313.87414043,0.0,18707140.991469519,0.0,31478478.414673948,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,148054538.7983511,0.0,14093307.03785499,0.0 - 05/04 07:00:00,29539419.61441715,0.0,36330054.65354639,0.0,14551337.91718917,0.0,25790224.796488577,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,125515720.44300682,0.0,14093307.03785499,15502637.741640486 - 05/04 08:00:00,42903988.633135799,0.0,50252087.10000271,0.0,27668615.703271569,0.0,42183690.85659426,0.0,5157.491207557575,5076.749720574226,5083.291630762258,6119.166444224414,240180498.70423085,0.0,56373228.15141996,38756594.35410121 - 05/04 09:00:00,50505669.76042419,0.0,58531980.97970075,0.0,35499499.723860267,0.0,50831542.97646277,0.0,12901.516745521174,12699.54109409447,12715.905749009424,15307.15713739028,388415528.0541032,0.0,56373228.15141996,38756594.35410121 - 05/04 10:00:00,48714314.2175653,0.0,56635739.62279384,0.0,33845681.97431558,0.0,49292826.87728446,0.0,12901.516745521174,12699.54109409447,12715.905749009424,15307.15713739028,381535397.30561438,0.0,28186614.07570998,0.0 - 05/04 11:00:00,46334580.48351784,0.0,54352876.89779563,0.0,31942648.571123095,0.0,47125173.85443383,0.0,12908.48341126705,12706.398695388461,12722.772187022625,15315.42282036378,372906357.4174213,0.0,28186614.07570998,0.0 - 05/04 12:00:00,44896044.57960985,0.0,52962709.76995522,0.0,30724794.901875836,0.0,45721839.44581874,0.0,7745.09004676023,7623.839217233076,7633.6633122135749,9189.25369221827,290196035.2635902,0.0,28186614.07570998,0.0 - 05/04 13:00:00,45396452.02018435,0.0,53500600.94671172,0.0,30285976.754973797,0.0,45438775.948128107,0.0,7748.195554934978,7626.896108098016,7636.7241421944049,9192.938259123073,290558920.3016597,0.0,28186614.07570998,0.0 - 05/04 14:00:00,47496199.792600188,0.0,55677563.1858125,0.0,30669143.835669038,0.0,46282407.02519519,0.0,7748.195554934978,7626.896108098016,7636.7241421944049,9192.938259123073,296062428.47093859,0.0,28186614.07570998,0.0 - 05/04 15:00:00,42419992.3036578,0.0,50376139.60310219,0.0,28136450.017063168,0.0,42713170.367207508,0.0,7751.467660694694,7630.116988431653,7639.9491729611,9196.82048770302,279631827.8062763,0.0,28186614.07570998,0.0 - 05/04 16:00:00,41178365.647779639,0.0,48954443.863715257,0.0,27181931.552002178,0.0,41472926.07994233,0.0,18086.757874954284,17803.606306340524,17826.548070242567,21459.247804640374,429421843.3456793,0.0,28186614.07570998,0.0 - 05/04 17:00:00,41842773.95273945,0.0,49585372.64029182,0.0,26202772.42459544,0.0,40492881.28711311,0.0,23261.44468399767,22897.282428051465,22926.787913537042,27598.81617363124,506187392.6219225,0.0,35233267.594637479,0.0 - 05/04 18:00:00,47604512.08031313,0.0,55593049.62983711,0.0,29646833.377115236,0.0,45126364.425944607,0.0,18092.234754220408,17808.997444040026,17831.946154973255,21465.745912824295,448686886.8710188,0.0,14093307.03785499,0.0 - 05/04 19:00:00,38256741.474779527,0.0,46657030.0813152,0.0,19047247.447401808,0.0,32696847.08700912,0.0,18086.757874954284,17803.606306340524,17826.548070242567,21459.247804640374,407292042.2927456,0.0,63419881.67034747,0.0 - 05/04 20:00:00,27023207.10956047,0.0,35939524.08833834,0.0,6938864.600502364,0.0,18452875.444606835,0.0,15490.18009352046,15247.678434466152,15267.326624427149,18378.50738443654,320135764.37566909,0.0,63419881.67034747,69761869.8373822 - 05/04 21:00:00,30854214.65635867,0.0,39887962.514646958,0.0,10168930.624488268,0.0,22642859.895735288,0.0,12908.48341126705,12706.398695388461,12722.772187022625,15315.42282036378,296705045.30178007,0.0,49326574.63249246,69761869.8373822 - 05/04 22:00:00,34078274.037847418,0.0,43152920.535783518,0.0,12977756.673465524,0.0,26247540.624953748,0.0,10326.78672901364,10165.118956310771,10178.2177496181,12252.338256291025,270977353.96049097,0.0,35233267.594637479,69761869.8373822 - 05/04 23:00:00,37036585.663785967,0.0,46272801.30628677,0.0,15357858.184082954,0.0,29402927.686955967,0.0,7740.910047312705,7619.72465645668,7629.543449405654,9184.29428243417,243898273.6093048,0.0,35233267.594637479,62010550.96656194 - 05/04 24:00:00,41374459.21890921,0.0,50727342.29981953,0.0,19174582.892368527,0.0,34241394.98772775,0.0,5160.60669820847,5079.816437637788,5086.362299603769,6122.862854956112,222736513.24428714,0.0,35233267.594637479,46507913.22492146 - 05/05 01:00:00,47702925.353281248,0.0,56595893.18227809,0.0,26212017.779369274,0.0,42275427.359416607,0.0,2580.303349104235,2539.908218818894,2543.1811498018848,3061.431427478056,211395630.59707628,0.0,21139960.556782485,23253956.61246073 - 05/05 02:00:00,10298169.359478739,0.0,17542583.811018424,0.0,0.0,0.0,3200188.7780009445,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,50345625.40986362,0.0,14093307.03785499,0.0 - 05/05 03:00:00,32436073.41741559,0.0,40268327.854460019,0.0,8518199.100720296,0.0,25176481.369495907,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,125703765.20345733,0.0,14093307.03785499,0.0 - 05/05 04:00:00,31362980.60517945,0.0,38047138.62896786,0.0,14466058.489422623,0.0,26336930.61877851,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,129528216.10340356,0.0,14093307.03785499,0.0 - 05/05 05:00:00,30570558.397194514,0.0,36675042.88482956,0.0,14770855.290896146,0.0,25906516.84734314,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,127238081.18131845,0.0,14093307.03785499,0.0 - 05/05 06:00:00,26500389.1391391,0.0,31030073.514866435,0.0,12226506.034199935,0.0,22080922.725310379,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,111152999.17457095,0.0,14093307.03785499,0.0 - 05/05 07:00:00,17521521.586834194,0.0,21589750.78024003,0.0,5425337.47808041,0.0,12957964.596248487,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,76817426.8800134,0.0,14093307.03785499,15502637.741640486 - 05/05 08:00:00,20599332.933735834,0.0,26985797.760035799,0.0,13473342.30312122,0.0,20855167.00487771,0.0,1292.3024824443147,1272.0712460028595,1273.7104396409469,1533.2675652017356,101250506.24161405,0.0,56373228.15141996,38756594.35410121 - 05/05 09:00:00,28127175.202789796,0.0,35963901.70889704,0.0,22696245.15687248,0.0,32569322.788062507,0.0,5170.78353875448,5089.833957846562,5096.392728409799,6134.937287790066,196727655.9027051,0.0,56373228.15141996,38756594.35410121 - 05/05 10:00:00,21865312.53547176,0.0,31035745.195561977,0.0,17837420.16401401,0.0,27880163.042048675,0.0,7760.03091819748,7638.546186540759,7648.38923295232,9206.98046585044,214732849.42984403,0.0,28186614.07570998,0.0 - 05/05 11:00:00,11929047.466643814,0.0,23602688.972498284,0.0,14646334.651636739,0.0,23110651.712756445,0.0,7760.5607879933909,7639.067761126168,7648.911479639818,9207.609136136916,189410859.79716195,0.0,28186614.07570998,0.0 - 05/05 12:00:00,8550565.028627849,0.0,19588155.05972012,0.0,13524435.301352254,0.0,20470119.143512925,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,139548330.2506865,0.0,28186614.07570998,0.0 - 05/05 13:00:00,6262155.117994105,0.0,14571495.675139552,0.0,9569125.456116308,0.0,15153809.988688922,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,122948055.04579568,0.0,28186614.07570998,0.0 - 05/05 14:00:00,6421292.494647139,0.0,12128552.997832716,0.0,6589121.3919162959,0.0,11683304.025425336,0.0,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,152854331.85351385,0.0,28186614.07570998,0.0 - 05/05 15:00:00,3687707.4404961017,0.0,8744088.668069313,0.0,4406114.703765272,0.0,8602934.00477327,0.0,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,180187824.05126564,0.0,28186614.07570998,0.0 - 05/05 16:00:00,0.0,0.0,1895098.4243090645,0.0,211738.15618343358,0.0,2273813.3312617398,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,197767418.15124146,0.0,28186614.07570998,0.0 - 05/05 17:00:00,3641163.449083693,0.0,9000780.250275955,0.0,0.0,0.0,4306322.984543073,0.0,15509.081827508919,15266.284258282907,15285.956423746948,18400.9335702903,249012388.57128737,0.0,35233267.594637479,0.0 - 05/05 18:00:00,8312098.753926175,0.0,12624756.605839393,0.0,745809.8442506426,0.0,5634027.3400786169,0.0,18093.928798760404,17810.664967996723,17833.615827704773,21467.755832005347,298058168.07937696,0.0,14093307.03785499,0.0 - 05/05 19:00:00,303795.72245670718,0.0,2035908.968419261,0.0,0.0,0.0,0.0,0.0,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,157086683.92503763,0.0,63419881.67034747,0.0 - 05/05 20:00:00,342209.9813981244,0.0,4087058.8426512198,0.0,0.0,848038.9980469104,0.0,0.0,7760.233529289669,7638.745625718503,7648.588929127801,9207.220856177182,120546509.00917669,848038.9980469104,63419881.67034747,69761869.8373822 - 05/05 21:00:00,3340187.2780870387,0.0,9785985.15467567,0.0,0.0,305682.8230308079,0.0,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,90540930.42851381,305682.8230308079,49326574.63249246,69761869.8373822 - 05/05 22:00:00,9386907.73577069,0.0,15144004.302765064,0.0,0.0,0.0,0.0,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,101940384.36703415,0.0,35233267.594637479,69761869.8373822 - 05/05 23:00:00,15591036.371014558,0.0,21503197.69183637,0.0,0.0,0.0,7564664.580546187,0.0,5167.645107129796,5086.744658954437,5093.299448640733,6131.21365846868,121982948.98689425,0.0,35233267.594637479,62010550.96656194 - 05/05 24:00:00,19246726.21860697,0.0,25059449.13806772,0.0,2468925.538970125,0.0,12386624.383455562,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,136548559.6645565,0.0,35233267.594637479,46507913.22492146 - 05/06 01:00:00,28077086.904852414,0.0,33775061.64769691,0.0,12204284.334771499,0.0,22767634.285994173,0.0,2583.822553564898,2543.3723294772187,2546.6497243203668,3065.60682923434,135486092.34506358,0.0,21139960.556782485,23253956.61246073 - 05/06 02:00:00,0.0,0.0,1368076.957790731,0.0,0.0,0.0,0.0,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,20699089.543665016,0.0,14093307.03785499,0.0 - 05/06 03:00:00,13916037.822461673,0.0,20624595.03287609,0.0,0.0,0.0,2908385.77481143,0.0,1291.3659258224962,1271.1493513496699,1272.787357032401,1532.156376520512,56771871.06875947,0.0,14093307.03785499,0.0 - 05/06 04:00:00,22519866.593486437,0.0,27510574.08979559,0.0,7273466.020380448,0.0,17414649.789883619,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,94000936.8941237,0.0,14093307.03785499,0.0 - 05/06 05:00:00,24120122.450643906,0.0,27381710.34664648,0.0,10006208.844530583,0.0,19316732.45740071,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,100093255.79429727,0.0,14093307.03785499,0.0 - 05/06 06:00:00,13003773.444253304,0.0,11301112.962552069,0.0,1402456.452239945,0.0,7759699.607069753,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,52760071.56892171,0.0,14093307.03785499,0.0 - 05/06 07:00:00,7197479.807993005,0.0,9201978.444199099,0.0,462309.10671378098,0.0,3916287.9934166886,0.0,5165.4637032899859,5084.597405398679,5091.149428129604,6128.625506082048,98069465.10676372,0.0,14093307.03785499,15502637.741640486 - 05/06 08:00:00,13443355.646229228,0.0,13321910.184972303,0.0,10981655.172800197,0.0,15125580.37764185,0.0,20683.13415501792,20359.335831386248,20385.570913639196,24539.749151160264,362356545.5659766,0.0,56373228.15141996,38756594.35410121 - 05/06 09:00:00,4374677.948789945,0.0,7084595.318698072,0.0,563610.5976012534,0.0,3823634.358447694,0.0,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,286798171.2086658,0.0,56373228.15141996,38756594.35410121 - 05/06 10:00:00,0.0,5693278.46697681,0.0,0.0,0.0,0.0,0.0,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,193528733.64187894,5693278.46697681,28186614.07570998,0.0 - 05/06 11:00:00,0.0,17932454.29140015,0.0,0.0,0.0,0.0,782630.3411518922,0.0,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,155565567.9568655,17932454.29140015,28186614.07570998,0.0 - 05/06 12:00:00,0.0,25106723.901878045,0.0,0.0,0.0,0.0,343772.68851022227,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77671388.34403406,25106723.901878045,28186614.07570998,0.0 - 05/06 13:00:00,0.0,31458574.31378968,0.0,408991.21891182727,0.0,0.0,0.0,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,31867565.532701509,28186614.07570998,0.0 - 05/06 14:00:00,0.0,30594429.72212643,0.0,8786391.893327296,0.0,0.0,0.0,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,39380821.61545373,28186614.07570998,0.0 - 05/06 15:00:00,0.0,18217531.844882177,0.0,3840331.9567733604,0.0,4629310.037812361,0.0,1061202.8583893495,7749.182165512535,7627.86727310293,7637.696558644552,9194.108834912104,115951877.39581964,27748376.697857247,28186614.07570998,0.0 - 05/06 16:00:00,0.0,13858183.158005819,0.0,3033480.593742083,0.0,6236129.226768902,0.0,3169685.4979683884,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,26297478.476485194,28186614.07570998,0.0 - 05/06 17:00:00,0.0,12151920.997033349,0.0,3572371.1441535546,0.0,8793716.195005469,0.0,6327445.367364913,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,30845453.703557288,35233267.594637479,0.0 - 05/06 18:00:00,0.0,5366678.161700024,0.0,187938.07519130934,0.0,6161118.323909774,0.0,3520620.937985192,18087.591831984333,17804.427207617697,17827.37002933482,21460.237262822433,270646654.79433348,15236355.4987863,14093307.03785499,0.0 - 05/06 19:00:00,0.0,7070561.475928673,0.0,1465891.4615398532,0.0,11628633.840932198,0.0,9677754.544707507,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,270807213.6597829,29842841.32310823,63419881.67034747,0.0 - 05/06 20:00:00,0.0,8271199.728109626,0.0,824327.1255489261,0.0,15509732.989013877,0.0,12463995.512688399,10346.978039052892,10184.994167624674,10198.1185721704,12276.294474902908,154822986.91350315,37069255.35536082,63419881.67034747,69761869.8373822 - 05/06 21:00:00,0.0,2086912.8915774399,0.0,0.0,0.0,10178448.685898252,0.0,6059211.334979877,10347.454178083566,10185.462852609999,10198.587861104166,12276.85939568746,154830111.43494673,18324572.91245557,49326574.63249246,69761869.8373822 - 05/06 22:00:00,0.0,0.0,0.0,0.0,0.0,4822163.441038373,0.0,356438.6988666142,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,77409472.3284984,5178602.139904987,35233267.594637479,69761869.8373822 - 05/06 23:00:00,0.0,0.0,4398604.718201199,0.0,0.0,1512332.7972192835,0.0,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,81808077.0466996,1512332.7972192835,35233267.594637479,62010550.96656194 - 05/06 24:00:00,2268392.1588766009,0.0,12391762.98480779,0.0,0.0,0.0,0.0,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,53345660.66672602,0.0,35233267.594637479,46507913.22492146 - 05/07 01:00:00,14826425.051686425,0.0,22273735.70805823,0.0,486175.70549278726,0.0,8832710.126938612,0.0,2585.9205143273909,2545.4374462726007,2548.7175022295216,3068.0959795949518,85112463.78490414,0.0,21139960.556782485,23253956.61246073 - 05/07 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.3024824443147,1272.0712460028595,1273.7104396409469,1533.2675652017356,19336866.239843489,0.0,14093307.03785499,0.0 - 05/07 03:00:00,3060943.270425954,0.0,10084156.678306686,0.0,0.0,0.0,0.0,0.0,1292.3024824443149,1272.0712460028595,1273.7104396409469,1533.2675652017356,32481966.188576133,0.0,14093307.03785499,0.0 - 05/07 04:00:00,11019865.249853867,0.0,16586896.23542256,0.0,0.0,0.0,6856844.331261285,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,53778713.57759279,0.0,14093307.03785499,0.0 - 05/07 05:00:00,11740741.177770287,0.0,15545040.116839746,0.0,1174729.6289844234,0.0,8501903.136951888,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,56277521.82160143,0.0,14093307.03785499,0.0 - 05/07 06:00:00,2288596.897368698,0.0,1874350.7291298509,0.0,0.0,0.0,520757.2917662939,0.0,1292.3024824443149,1272.0712460028595,1273.7104396409469,1533.2675652017356,24020571.15810833,0.0,14093307.03785499,0.0 - 05/07 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.783538754478,5089.833957846562,5096.3927284098,6134.937287790066,77371011.04608327,0.0,14093307.03785499,15502637.741640486 - 05/07 08:00:00,0.0,0.0,0.0,0.0,0.0,4156962.296200116,0.0,0.0,20694.82876798237,20370.847363003115,20397.097279039514,24553.624363031773,309659031.9830044,4156962.296200116,56373228.15141996,38756594.35410121 - 05/07 09:00:00,0.0,20950211.843916887,0.0,7378410.703261035,0.0,19447409.970769835,0.0,17874053.96973937,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,270807213.6597829,65650086.48768712,56373228.15141996,38756594.35410121 - 05/07 10:00:00,0.0,27469806.909341944,0.0,7600945.133249193,0.0,8411775.847120205,0.0,6811527.91499208,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,50294055.804703418,28186614.07570998,0.0 - 05/07 11:00:00,0.0,35976344.97138253,0.0,10796431.060749092,0.0,6913682.413438889,0.0,5678186.890404739,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,59364645.335975248,28186614.07570998,0.0 - 05/07 12:00:00,0.0,40407116.02483596,0.0,12159184.756135676,0.0,5297454.4409563899,0.0,5541587.519895698,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,63405342.74182372,28186614.07570998,0.0 - 05/07 13:00:00,0.0,45021326.02198127,0.0,16494513.658075156,0.0,7990049.744714895,0.0,10254845.454838589,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,79760734.8796099,28186614.07570998,0.0 - 05/07 14:00:00,0.0,48338730.72000543,0.0,23765849.786393219,0.0,15435787.015760243,0.0,18422423.714219046,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,105962791.23637794,28186614.07570998,0.0 - 05/07 15:00:00,0.0,46299094.88352321,0.0,28089511.948851903,0.0,23366186.303682079,0.0,26063525.377018393,7716.808856023122,7596.000773812809,7605.78899611755,9155.69913896811,115467471.95371773,123818318.51307559,28186614.07570998,0.0 - 05/07 16:00:00,0.0,39888327.516100738,0.0,29978653.027934787,0.0,29240579.03054309,0.0,30732175.02513209,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,129839734.5997107,28186614.07570998,0.0 - 05/07 17:00:00,0.0,36229916.962903279,0.0,30725889.594260806,0.0,34541329.09301674,0.0,37947633.425886329,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,139444769.07606716,35233267.594637479,0.0 - 05/07 18:00:00,0.0,29416341.445743134,0.0,25480272.655678635,0.0,29665822.395771605,0.0,33602808.173598717,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,118165244.6707921,14093307.03785499,0.0 - 05/07 19:00:00,0.0,27407158.301990086,0.0,25760413.626511888,0.0,30129270.10005213,0.0,34310339.81314241,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,117607181.84169652,63419881.67034747,0.0 - 05/07 20:00:00,0.0,20929338.19053863,0.0,14516030.699368693,0.0,26663528.061260769,0.0,27106789.10154477,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,89215686.05271286,63419881.67034747,69761869.8373822 - 05/07 21:00:00,0.0,13902886.256250959,0.0,7803723.79432801,0.0,20732623.54396758,0.0,19798117.43846859,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,62237351.03301514,49326574.63249246,69761869.8373822 - 05/07 22:00:00,0.0,10746043.136062615,0.0,5281101.390369313,0.0,17610467.280390074,0.0,16234744.482062653,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,49872356.288884658,35233267.594637479,69761869.8373822 - 05/07 23:00:00,0.0,3333208.854464558,0.0,497447.83286597786,0.0,10999285.45587911,0.0,7909067.649357065,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,77414757.9957511,22739009.79256671,35233267.594637479,62010550.96656194 - 05/07 24:00:00,0.0,0.0,0.0,0.0,0.0,4005403.4802034369,0.0,23075.016527451222,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,38707378.99787555,4028478.4967308875,35233267.594637479,46507913.22492146 - 05/08 01:00:00,1650301.815373239,0.0,7167931.252749211,0.0,0.0,0.0,0.0,0.0,2586.4025079789255,2545.911894223604,2549.192561555136,3068.6678466636687,47518862.38563925,0.0,21139960.556782485,23253956.61246073 - 05/08 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.3659258224962,1271.1493513496699,1272.787357032401,1532.156376520512,19322852.438610287,0.0,14093307.03785499,0.0 - 05/08 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,19331012.58587428,0.0,14093307.03785499,0.0 - 05/08 04:00:00,3154651.719278263,0.0,8424218.724974666,0.0,0.0,0.0,0.0,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,30901722.882863214,0.0,14093307.03785499,0.0 - 05/08 05:00:00,5764818.596681649,0.0,8475037.145107557,0.0,0.0,0.0,999035.4884657369,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,34553998.99131003,0.0,14093307.03785499,0.0 - 05/08 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,19331012.58587428,0.0,14093307.03785499,0.0 - 05/08 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,77386834.38545615,0.0,14093307.03785499,15502637.741640486 - 05/08 08:00:00,0.0,2787016.010854777,0.0,1005711.6703291546,0.0,9952125.140386753,0.0,3437556.621810436,20691.59136429894,20367.660641478287,20393.906451098734,24549.783307140675,309610590.35045996,17182409.44338112,56373228.15141996,38756594.35410121 - 05/08 09:00:00,0.0,29286610.879457445,0.0,20197285.727058747,0.0,20646036.542624434,0.0,20704258.687287097,18093.928798760404,17810.664967996723,17833.615827704773,21467.755832005347,270741475.5352821,90834191.83642772,56373228.15141996,38756594.35410121 - 05/08 10:00:00,0.0,32414951.088327778,0.0,18811477.665617005,0.0,11578037.37708671,0.0,11694335.935061306,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,74498802.06609279,28186614.07570998,0.0 - 05/08 11:00:00,0.0,44752263.80295183,0.0,26310877.530430326,0.0,13798862.606293004,0.0,15269978.680107627,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,100131982.61978278,28186614.07570998,0.0 - 05/08 12:00:00,0.0,54162693.24042262,0.0,35298953.27517271,0.0,16990805.34216975,0.0,21243252.790885949,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,127695704.64865104,28186614.07570998,0.0 - 05/08 13:00:00,0.0,57152654.353939618,0.0,37413339.462035339,0.0,18953582.02601715,0.0,24571994.717460138,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,138091570.55945225,28186614.07570998,0.0 - 05/08 14:00:00,0.0,57493573.68256607,0.0,43022992.37681571,0.0,23902998.929109798,0.0,29911829.900786736,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,154331394.8892783,28186614.07570998,0.0 - 05/08 15:00:00,0.0,53921540.373647067,0.0,44150922.30683128,0.0,26098099.74061808,0.0,31917609.341711549,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,156088171.76280798,28186614.07570998,0.0 - 05/08 16:00:00,0.0,42572274.70527572,0.0,36214504.89598939,0.0,23671848.959219926,0.0,27706289.595358746,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,130164918.15584378,28186614.07570998,0.0 - 05/08 17:00:00,0.0,25413540.21177724,0.0,20840232.61195645,0.0,16880663.36983602,0.0,18556000.248850869,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,81690436.44242057,35233267.594637479,0.0 - 05/08 18:00:00,0.0,12525066.09881883,0.0,8347160.156636753,0.0,9058958.8829719,0.0,8621733.300235978,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,38552918.43866346,14093307.03785499,0.0 - 05/08 19:00:00,0.0,16858367.24091707,0.0,12188939.305873769,0.0,17239519.249198285,0.0,17475540.58118303,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,63762366.37717216,63419881.67034747,0.0 - 05/08 20:00:00,0.0,21971625.193220516,0.0,16621393.825811092,0.0,25540422.165083335,0.0,26320399.58828283,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,90453840.77239777,63419881.67034747,69761869.8373822 - 05/08 21:00:00,0.0,12170497.279958507,0.0,7144688.723581336,0.0,17843842.793649734,0.0,16505595.548938686,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,53664624.346128258,49326574.63249246,69761869.8373822 - 05/08 22:00:00,0.0,1482912.568952841,0.0,333688.8270910538,0.0,9055816.653325085,0.0,4660118.008533586,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,15532536.057902568,35233267.594637479,69761869.8373822 - 05/08 23:00:00,0.0,0.0,2298778.6924141615,0.0,0.0,2795852.9493847216,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,79701426.28002915,2795852.9493847216,35233267.594637479,62010550.96656194 - 05/08 24:00:00,4439031.84452836,0.0,12348378.333564925,0.0,0.0,0.0,0.0,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,55488733.971900779,0.0,35233267.594637479,46507913.22492146 - 05/09 01:00:00,15353932.78689003,0.0,21096974.42518592,0.0,0.0,0.0,7621513.089675021,0.0,2586.8635445208917,2546.3657131524998,2549.6469652760417,3069.214848921865,82779948.16048762,0.0,21139960.556782485,23253956.61246073 - 05/09 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609322,19353763.92936834,0.0,14093307.03785499,0.0 - 05/09 03:00:00,0.0,0.0,2122282.851498286,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609325,21476046.780866624,0.0,14093307.03785499,0.0 - 05/09 04:00:00,4827735.96055067,0.0,10383844.068838288,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,34565269.52832674,0.0,14093307.03785499,0.0 - 05/09 05:00:00,7173465.611751339,0.0,10297200.863534868,0.0,0.0,0.0,1674866.129445203,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,38499222.1036692,0.0,14093307.03785499,0.0 - 05/09 06:00:00,1647682.1164609779,0.0,2126568.491060083,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,23128014.536889398,0.0,14093307.03785499,0.0 - 05/09 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,0.0,14093307.03785499,15502637.741640486 - 05/09 08:00:00,3314997.389894596,0.0,3865493.6967931857,0.0,0.0,0.0,27354.142631578725,0.0,20678.775770011893,20355.045677710543,20381.275231662596,24534.578093720396,316626674.4124989,0.0,56373228.15141996,38756594.35410121 - 05/09 09:00:00,0.0,1264687.621950204,0.0,0.0,0.0,2075804.5600053967,0.0,0.0,18093.928798760404,17810.664967996723,17833.615827704773,21467.755832005347,270741475.5352821,3340492.1819556008,56373228.15141996,38756594.35410121 - 05/09 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12915.303609187558,12713.112121838218,12729.494264407587,15323.514724853505,193253128.99303273,0.0,28186614.07570998,0.0 - 05/09 11:00:00,0.0,8594940.093217332,0.0,0.0,0.0,0.0,0.0,0.0,10321.913281598601,10160.321803624156,10173.414415310612,12246.556096964005,154447940.15099056,8594940.093217332,28186614.07570998,0.0 - 05/09 12:00:00,0.0,17867907.641721764,0.0,445991.65949646869,0.0,0.0,0.0,0.0,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,18313899.301218235,28186614.07570998,0.0 - 05/09 13:00:00,0.0,24689240.52523343,0.0,6151510.474096164,0.0,0.0,0.0,0.0,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,30840750.999329594,28186614.07570998,0.0 - 05/09 14:00:00,0.0,32851016.085253359,0.0,15621745.087078913,0.0,9332745.62478932,0.0,9170506.705840569,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,66976013.50296216,28186614.07570998,0.0 - 05/09 15:00:00,0.0,36289195.93028005,0.0,22648315.182182123,0.0,17552924.552974296,0.0,19196630.741100007,7703.950273084917,7583.343494389268,7593.115406497569,9140.442921154216,115275067.5424535,95687066.40653648,28186614.07570998,0.0 - 05/09 16:00:00,0.0,38237480.373724598,0.0,30175012.604687126,0.0,26688891.46551104,0.0,28511365.29624738,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,123612749.74017015,28186614.07570998,0.0 - 05/09 17:00:00,0.0,35606213.05888365,0.0,31315292.430645944,0.0,31907889.191202016,0.0,35423717.88515092,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,134253112.56588254,35233267.594637479,0.0 - 05/09 18:00:00,0.0,26272090.058061378,0.0,23307798.293840954,0.0,26007200.880934657,0.0,29391794.18141295,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,104978883.41424993,14093307.03785499,0.0 - 05/09 19:00:00,0.0,25754635.947359608,0.0,24963310.27735958,0.0,28416361.0595722,0.0,32331953.92943451,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,111466261.2137259,63419881.67034747,0.0 - 05/09 20:00:00,0.0,20074488.675936417,0.0,14459319.134603119,0.0,25815531.56293548,0.0,26096297.931004928,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,154655231.31104768,86445637.30447994,63419881.67034747,69761869.8373822 - 05/09 21:00:00,0.0,11174318.42844057,0.0,5674977.376041978,0.0,18600551.148799659,0.0,16887132.96323339,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,154782937.6157136,52336979.916515599,49326574.63249246,69761869.8373822 - 05/09 22:00:00,0.0,4647834.164909385,0.0,121015.66644812876,0.0,13276157.19931905,0.0,10048534.236435783,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,28093541.267112353,35233267.594637479,69761869.8373822 - 05/09 23:00:00,0.0,1034523.4915510735,0.0,0.0,0.0,10185347.603488403,0.0,6340441.504659401,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,17560312.59969888,35233267.594637479,62010550.96656194 - 05/09 24:00:00,0.0,0.0,0.0,0.0,0.0,2882755.2557408886,0.0,111884.14636187027,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,38707378.99787555,2994639.402102758,35233267.594637479,46507913.22492146 - 05/10 01:00:00,3859351.983228879,0.0,11365613.069034357,0.0,0.0,0.0,0.0,0.0,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,53932344.05013879,0.0,21139960.556782485,23253956.61246073 - 05/10 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,19346708.596364038,0.0,14093307.03785499,0.0 - 05/10 03:00:00,0.0,0.0,3118145.3796359107,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,22460898.14115673,0.0,14093307.03785499,0.0 - 05/10 04:00:00,4762087.271908752,0.0,9286489.229861739,0.0,0.0,0.0,0.0,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,33395285.098134526,0.0,14093307.03785499,0.0 - 05/10 05:00:00,5883930.935573896,0.0,7378957.095062932,0.0,0.0,0.0,1446639.9034846985,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,34040540.51999581,0.0,14093307.03785499,0.0 - 05/10 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,19352368.0821246,0.0,14093307.03785499,0.0 - 05/10 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5173.727089041782,5092.731426304999,5099.293930552083,6138.42969784373,77415055.71747336,0.0,14093307.03785499,15502637.741640486 - 05/10 08:00:00,0.0,9851580.295178215,0.0,11320930.645771042,0.0,24243581.163059433,0.0,17637323.222157856,20678.775770011893,20355.045677710546,20381.275231662596,24534.578093720396,309418829.18317958,63053415.32616654,56373228.15141996,38756594.35410121 - 05/10 09:00:00,0.0,39680420.16845423,0.0,28989122.26499638,0.0,32578353.580468507,0.0,34865795.41074142,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,136113691.42466054,56373228.15141996,38756594.35410121 - 05/10 10:00:00,0.0,39029985.69773854,0.0,20007823.162935854,0.0,17499396.487003317,0.0,18258426.39209416,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,94795631.73977189,28186614.07570998,0.0 - 05/10 11:00:00,0.0,48993895.24711507,0.0,23334470.328867545,0.0,15594973.459588994,0.0,16929806.047141617,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,104853145.08271323,28186614.07570998,0.0 - 05/10 12:00:00,0.0,54035176.22072935,0.0,26246230.752105755,0.0,14856233.203098724,0.0,18220911.183137698,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,113358551.35907153,28186614.07570998,0.0 - 05/10 13:00:00,0.0,60973061.48211333,0.0,33056603.24144522,0.0,19404418.435233624,0.0,25440702.517827788,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,138874785.67661999,28186614.07570998,0.0 - 05/10 14:00:00,0.0,66178360.186380479,0.0,42714169.90727117,0.0,28731353.547267658,0.0,36016033.59936194,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,173639917.24028123,28186614.07570998,0.0 - 05/10 15:00:00,0.0,65921742.59434798,0.0,48730623.70738748,0.0,37794892.73747051,0.0,45237270.10242705,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,197684529.141633,28186614.07570998,0.0 - 05/10 16:00:00,0.0,61995778.368119109,0.0,53371676.570105839,0.0,45842502.62190193,0.0,52590046.848882768,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,213800004.40900965,28186614.07570998,0.0 - 05/10 17:00:00,0.0,58057537.352803099,0.0,53932204.33903235,0.0,50246997.20182542,0.0,58927379.30667272,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,221164118.2003336,35233267.594637479,0.0 - 05/10 18:00:00,0.0,48076416.08908097,0.0,45670964.087481338,0.0,43583751.91908074,0.0,52294021.99929115,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,189625154.09493418,14093307.03785499,0.0 - 05/10 19:00:00,0.0,44547555.62873359,0.0,44747476.249188739,0.0,43291777.66139451,0.0,52027423.582478348,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,184614233.12179519,63419881.67034747,0.0 - 05/10 20:00:00,0.0,36273947.223303709,0.0,30834447.56104613,0.0,38288088.10969147,0.0,42484198.911809418,10304.050277421613,10142.738448109898,10155.808401848079,12225.362324380798,154180654.0263374,147880681.80585075,63419881.67034747,69761869.8373822 - 05/10 21:00:00,0.0,24327305.770387398,0.0,18766783.715522008,0.0,28612652.24845289,0.0,30128551.05091732,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,154655231.31104768,101835292.7852796,49326574.63249246,69761869.8373822 - 05/10 22:00:00,0.0,18867413.053166894,0.0,13542865.32026757,0.0,24035722.68923001,0.0,24457589.675368396,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,80903590.73803286,35233267.594637479,69761869.8373822 - 05/10 23:00:00,0.0,13656149.695711222,0.0,8718271.838797823,0.0,19715527.54438569,0.0,19164785.856201874,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,61254734.93509661,35233267.594637479,62010550.96656194 - 05/10 24:00:00,0.0,6066659.513725858,0.0,1472376.4237120934,0.0,13087435.652147312,0.0,10953692.022669968,2583.9416902834766,2543.489601088243,2546.7671470478314,3065.748180403205,38663807.82776192,31580163.61225523,35233267.594637479,46507913.22492146 - 05/11 01:00:00,0.0,0.0,0.0,0.0,0.0,2368707.777209394,0.0,71268.85249295183,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,38686744.80854042,2439976.629702346,21139960.556782485,23253956.61246073 - 05/11 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 05/11 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 05/11 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,19353689.498937776,0.0,14093307.03785499,0.0 - 05/11 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 05/11 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413465,19343372.40427021,0.0,14093307.03785499,0.0 - 05/11 07:00:00,0.0,0.0,0.0,2288429.190591943,0.0,14157900.500673045,0.0,6513590.302773866,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,22959919.994038855,14093307.03785499,15502637.741640486 - 05/11 08:00:00,0.0,28479261.991011755,0.0,29260676.502687389,0.0,36662634.610385868,0.0,38801017.06441974,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,133203590.16850475,56373228.15141996,38756594.35410121 - 05/11 09:00:00,0.0,43635123.654561039,0.0,34359139.22166651,0.0,36949420.393679078,0.0,41066801.14474672,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,156010484.41465334,56373228.15141996,38756594.35410121 - 05/11 10:00:00,0.0,44423670.38291377,0.0,26871260.705210214,0.0,23156354.28997437,0.0,25854650.846949396,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,120305936.22504774,28186614.07570998,0.0 - 05/11 11:00:00,0.0,53949182.01245037,0.0,30145058.185451975,0.0,20686184.647480035,0.0,23999454.71614576,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,128779879.56152815,28186614.07570998,0.0 - 05/11 12:00:00,0.0,60123092.926697228,0.0,34236272.82204137,0.0,20012772.77245631,0.0,25620534.07382377,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,139992672.59501869,28186614.07570998,0.0 - 05/11 13:00:00,0.0,67569727.62541174,0.0,41726494.44622646,0.0,24864974.168248748,0.0,33380389.106113819,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,167541585.34600077,28186614.07570998,0.0 - 05/11 14:00:00,0.0,74634122.27445859,0.0,53160303.31006754,0.0,35358503.2778869,0.0,45508618.26158207,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,208661547.1239951,28186614.07570998,0.0 - 05/11 15:00:00,0.0,73328917.03460744,0.0,58671266.94645261,0.0,44036565.238147649,0.0,54175378.6246203,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,230212127.84382803,28186614.07570998,0.0 - 05/11 16:00:00,0.0,67308274.93789663,0.0,60837363.731610957,0.0,48320216.16012527,0.0,57470209.09833363,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,233936063.92796649,28186614.07570998,0.0 - 05/11 17:00:00,0.0,60424446.74476419,0.0,58255587.09437649,0.0,49097982.83717467,0.0,59337426.5364606,22876.254285564693,22518.12225716316,22547.13915606847,27141.80246951196,342299945.4059098,227115443.21277596,35233267.594637479,0.0 - 05/11 18:00:00,0.0,46073832.70297766,0.0,45176369.6629469,0.0,38877428.536172877,0.0,47744070.610172729,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,177871701.51227016,14093307.03785499,0.0 - 05/11 19:00:00,0.0,39045523.135611709,0.0,38553188.6520396,0.0,36556923.03926709,0.0,43909130.111954618,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,158064764.938873,63419881.67034747,0.0 - 05/11 20:00:00,0.0,36244402.742890898,0.0,32173817.513448914,0.0,37708726.726895097,0.0,42583613.123145658,15444.231480126622,15202.449155186701,15222.03906260489,18323.991108611153,231093758.9035057,148710560.10638056,63419881.67034747,69761869.8373822 - 05/11 21:00:00,0.0,26325740.045654,0.0,22212947.796512166,0.0,29860186.46959807,0.0,32569624.435417527,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,110968498.74718176,49326574.63249246,69761869.8373822 - 05/11 22:00:00,0.0,18566886.131979366,0.0,14598279.885497684,0.0,23413505.264423469,0.0,24484250.86701817,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,81062922.14891869,35233267.594637479,69761869.8373822 - 05/11 23:00:00,0.0,12308106.098992795,0.0,8528537.373983387,0.0,18127266.549274748,0.0,17856091.719251887,7745.555984012664,7624.297860150903,7634.122546139615,9189.806508982365,115897618.43742797,56820001.74150282,35233267.594637479,62010550.96656194 - 05/11 24:00:00,0.0,4837199.133618571,0.0,1386255.0764938589,0.0,11432916.671854856,0.0,9540752.170018238,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,27197123.05198552,35233267.594637479,46507913.22492146 - 05/12 01:00:00,0.0,0.0,0.0,0.0,0.0,1766911.4036781318,0.0,0.0,2583.9416902834766,2543.489601088243,2546.7671470478314,3065.748180403205,38663807.82776192,1766911.4036781318,21139960.556782485,23253956.61246073 - 05/12 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 05/12 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 05/12 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 05/12 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 05/12 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 05/12 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,15502637.741640486 - 05/12 08:00:00,0.0,11219929.245837883,0.0,9303850.663487219,0.0,11828938.524258748,0.0,10800445.185878979,1288.0062846777015,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,43153163.61946283,56373228.15141996,38756594.35410121 - 05/12 09:00:00,0.0,34135195.955850977,0.0,28421640.12015295,0.0,25470460.608573796,0.0,28751417.669905016,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,116778714.35448274,56373228.15141996,38756594.35410121 - 05/12 10:00:00,0.0,29779641.398505205,0.0,25625135.163119608,0.0,15147949.296221395,0.0,18285972.135590819,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,88838697.99343702,28186614.07570998,0.0 - 05/12 11:00:00,0.0,36420434.01262355,0.0,32058908.862492786,0.0,17912176.698419226,0.0,22195445.929377345,7696.254851296348,7575.768545864377,7585.530696878346,9131.312596954387,115159920.08757645,108586965.5029129,28186614.07570998,0.0 - 05/12 12:00:00,0.0,26278534.330727318,0.0,20306568.64197552,0.0,13127026.991028492,0.0,14405793.409365302,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,74117923.37309662,28186614.07570998,0.0 - 05/12 13:00:00,0.0,12479430.411872175,0.0,7224902.3616194049,0.0,6304962.059462607,0.0,5001476.445201248,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,31010771.27815543,28186614.07570998,0.0 - 05/12 14:00:00,0.0,13337770.881819997,0.0,9130371.171011446,0.0,5812556.983336121,0.0,5216040.849181559,7728.03770806621,7607.053836082421,7616.856301386059,9169.021743285599,115635490.51975304,33496739.88534912,28186614.07570998,0.0 - 05/12 15:00:00,0.0,18843468.98710715,0.0,14644575.486004252,0.0,8995844.469577168,0.0,9392074.845755808,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,51875963.78844438,28186614.07570998,0.0 - 05/12 16:00:00,0.0,7044079.818367831,0.0,3604656.733247831,0.0,4415308.103330057,0.0,2711234.366810868,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,17775279.021756587,28186614.07570998,0.0 - 05/12 17:00:00,0.0,3496642.8515938075,0.0,186193.64817862886,0.0,4076267.3035456167,0.0,1611274.5429705482,15465.198763467964,15223.088191795892,15242.704694719334,18348.867989925246,231407494.70367036,9370378.3462886,35233267.594637479,0.0 - 05/12 18:00:00,0.0,1697162.5436309733,0.0,0.0,0.0,3617372.8964096044,0.0,1336414.0132506518,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,6650949.453291229,14093307.03785499,0.0 - 05/12 19:00:00,0.0,3565317.3049567628,0.0,1163376.1471768432,0.0,10064407.578688443,0.0,6890824.496529869,10321.913281598601,10160.321803624156,10173.414415310612,12246.556096964005,154447940.15099056,21683925.527351917,63419881.67034747,0.0 - 05/12 20:00:00,0.0,10148182.130794704,0.0,1260906.0347516207,0.0,22134008.518418883,0.0,19180981.460838319,7745.555984012664,7624.297860150903,7634.122546139615,9189.806508982365,115897618.43742797,52724078.144803527,63419881.67034747,69761869.8373822 - 05/12 21:00:00,0.0,2411696.7721437897,0.0,0.0,0.0,15515909.911047904,0.0,11442124.372096003,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,29369731.055287694,49326574.63249246,69761869.8373822 - 05/12 22:00:00,0.0,0.0,1134622.4206285496,0.0,0.0,4309262.493870774,0.0,933558.346573209,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,78546115.87738012,5242820.840443984,35233267.594637479,69761869.8373822 - 05/12 23:00:00,8464836.37353729,0.0,17615077.521458664,0.0,0.0,0.0,0.0,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,103481172.53002957,0.0,35233267.594637479,62010550.96656194 - 05/12 24:00:00,22347559.610725337,0.0,30168010.155283158,0.0,1489447.6724470088,0.0,15051815.744434186,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,146427844.22897298,0.0,35233267.594637479,46507913.22492146 - 05/13 01:00:00,34942735.23800019,0.0,42778335.071568448,0.0,15375242.091678456,0.0,28904296.89248944,0.0,2583.822553564898,2543.3723294772187,2546.6497243203668,3065.60682923434,160662634.4654851,0.0,21139960.556782485,23253956.61246073 - 05/13 02:00:00,2279090.749057475,0.0,6645629.422487419,0.0,0.0,0.0,0.0,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,28247572.61015518,0.0,14093307.03785499,0.0 - 05/13 03:00:00,21045947.04329112,0.0,28262065.485211657,0.0,1430046.5644279577,0.0,10145278.11538006,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,80214349.79418507,0.0,14093307.03785499,0.0 - 05/13 04:00:00,24781784.170237774,0.0,30551063.839197287,0.0,9498366.357601894,0.0,19147135.545866118,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,103301202.35151337,0.0,14093307.03785499,0.0 - 05/13 05:00:00,24030139.576775485,0.0,27723899.425813736,0.0,9086714.440315105,0.0,18673227.85751089,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,98836833.73902552,0.0,14093307.03785499,0.0 - 05/13 06:00:00,14536024.755658579,0.0,13754223.912635789,0.0,1501067.1614446503,0.0,8354982.491572997,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,57469150.759922299,0.0,14093307.03785499,0.0 - 05/13 07:00:00,6477010.845625169,0.0,7980827.922824651,0.0,0.0,0.0,1037915.9365642028,0.0,5167.645107129796,5086.744658954437,5093.299448640733,6131.21365846868,92819805.04851115,0.0,14093307.03785499,15502637.741640486 - 05/13 08:00:00,14103534.178591792,0.0,17676334.24517876,0.0,9611886.967054289,0.0,16092341.088265686,0.0,20670.580428519184,20346.978635817748,20373.197794562933,24524.85463387472,366780297.8530791,0.0,56373228.15141996,38756594.35410121 - 05/13 09:00:00,26789795.08377186,0.0,31728707.20525337,0.0,17401954.35452877,0.0,29318633.46983014,0.0,18092.234754220408,17808.997444040026,17831.946154973255,21465.745912824295,375955217.47119286,0.0,56373228.15141996,38756594.35410121 - 05/13 10:00:00,21874785.35514114,0.0,26916986.534404033,0.0,18167316.61775549,0.0,27136524.855113634,0.0,12926.958846886198,12724.584894616404,12740.981821024498,15337.343219475166,287523140.9776225,0.0,28186614.07570998,0.0 - 05/13 11:00:00,19089085.4948044,0.0,24628543.62548954,0.0,16720611.630608555,0.0,25244108.392715567,0.0,10343.682057309563,10181.749785090402,10194.870008918086,12272.383918379806,240456017.9145304,0.0,28186614.07570998,0.0 - 05/13 12:00:00,21515226.800798209,0.0,29550136.62862773,0.0,18198096.416550854,0.0,27502466.581574367,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,174167185.06258477,0.0,28186614.07570998,0.0 - 05/13 13:00:00,8959315.361115806,0.0,16778700.294212846,0.0,12933321.17789033,0.0,19157113.253397418,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,135237922.4151148,0.0,28186614.07570998,0.0 - 05/13 14:00:00,169736.99247866754,0.0,5591399.134834221,0.0,6840899.88596819,0.0,10988427.931524938,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,101005221.94055712,0.0,28186614.07570998,0.0 - 05/13 15:00:00,0.0,0.0,737201.762269772,0.0,1809753.0688256953,0.0,5615950.183822622,0.0,7760.5607879933909,7639.067761126168,7648.911479639818,9207.609136136916,124285042.00854475,0.0,28186614.07570998,0.0 - 05/13 16:00:00,0.0,0.0,1746349.1117657803,0.0,0.0,0.0,4334471.688329056,0.0,12934.267979988985,12731.779601876948,12748.185799399696,15346.015226894859,199617715.78947259,0.0,28186614.07570998,0.0 - 05/13 17:00:00,0.0,0.0,7216531.096110228,0.0,129600.91428644664,0.0,4984258.807117072,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,205859124.45939268,0.0,35233267.594637479,0.0 - 05/13 18:00:00,6596207.937029193,0.0,9067049.363331408,0.0,659937.7507036028,0.0,5163017.986531468,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,292438908.0487523,0.0,14093307.03785499,0.0 - 05/13 19:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,270951652.9851288,0.0,63419881.67034747,0.0 - 05/13 20:00:00,0.0,0.0,4387850.075953102,0.0,0.0,1342451.3296745104,0.0,0.0,10345.610031915701,10183.647576894416,10196.770246220543,12274.671386654674,159190367.3460203,1342451.3296745104,63419881.67034747,69761869.8373822 - 05/13 21:00:00,5598482.783942942,0.0,11524944.33615663,0.0,0.0,0.0,0.0,0.0,10343.682057309563,10181.749785090402,10194.870008918086,12272.383918379806,171897095.89101187,0.0,49326574.63249246,69761869.8373822 - 05/13 22:00:00,10932097.337500195,0.0,16647287.043710892,0.0,0.0,0.0,1041965.0670214294,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,106008183.83368865,0.0,35233267.594637479,69761869.8373822 - 05/13 23:00:00,13372655.548380558,0.0,19035622.83327284,0.0,0.0,0.0,5723059.3560773399,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,115532596.37276435,0.0,35233267.594637479,62010550.96656194 - 05/13 24:00:00,19061221.95328021,0.0,24820301.98432695,0.0,1420881.755711985,0.0,12048752.755655338,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,96036663.97201613,0.0,35233267.594637479,46507913.22492146 - 05/14 01:00:00,28553742.19827636,0.0,34283290.11142014,0.0,11763987.865571676,0.0,23051213.440942535,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,136337739.13925234,0.0,21139960.556782485,23253956.61246073 - 05/14 02:00:00,0.0,0.0,2874525.8002516145,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,22217278.561772434,0.0,14093307.03785499,0.0 - 05/14 03:00:00,17537189.62120688,0.0,24414738.68451469,0.0,0.0,0.0,7538905.880491056,0.0,1292.3024824443147,1272.0712460028595,1273.7104396409469,1533.2675652017356,68827700.4260561,0.0,14093307.03785499,0.0 - 05/14 04:00:00,25599180.612414063,0.0,31615734.56419684,0.0,8954516.575808239,0.0,19220760.49707946,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,104705300.0105537,0.0,14093307.03785499,0.0 - 05/14 05:00:00,24431766.19562362,0.0,29301860.691089669,0.0,9711568.014506273,0.0,19461891.00416659,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,102238098.49126043,0.0,14093307.03785499,0.0 - 05/14 06:00:00,23307041.022276343,0.0,27799939.517653247,0.0,8964040.610376634,0.0,18711604.122060457,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,98113637.85824095,0.0,14093307.03785499,0.0 - 05/14 07:00:00,15912149.783145592,0.0,20713168.705930205,0.0,4123235.6740294785,0.0,11830742.245871703,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,129926761.3683509,0.0,14093307.03785499,15502637.741640486 - 05/14 08:00:00,16240975.82572393,0.0,20042860.63827204,0.0,13338568.40726356,0.0,16326473.981648496,0.0,20683.13415501792,20359.335831386248,20385.5709136392,24539.749151160264,375432923.0372411,0.0,56373228.15141996,38756594.35410121 - 05/14 09:00:00,13124215.765652093,0.0,20087861.400046179,0.0,9434840.474799648,0.0,17285655.061419518,0.0,18104.817555852474,17821.38325956522,17844.34793088595,21480.674926645683,330836977.92453506,0.0,56373228.15141996,38756594.35410121 - 05/14 10:00:00,4722747.959629484,0.0,19162314.99726927,0.0,11049914.706375529,0.0,19052113.332187345,0.0,12929.602571636953,12727.187231363,12743.587511147607,15340.47989797476,247454176.95910198,0.0,28186614.07570998,0.0 - 05/14 11:00:00,478989.72142979598,0.0,16594196.885140012,0.0,12116038.891260025,0.0,19000483.33333108,0.0,10346.707890929973,10184.728248721014,10197.852310603092,12275.973954467252,203008653.4881577,0.0,28186614.07570998,0.0 - 05/14 12:00:00,1710664.2512972844,0.0,17417517.40702684,0.0,13096265.007548623,0.0,19860128.827637737,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,129485834.12854409,0.0,28186614.07570998,0.0 - 05/14 13:00:00,1020291.4220362462,0.0,14133755.897172915,0.0,10357459.858637222,0.0,15846001.0255649,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,118769001.66016285,0.0,28186614.07570998,0.0 - 05/14 14:00:00,0.0,0.0,8352531.480511166,0.0,5942252.672658021,0.0,10537618.606134905,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,102243896.21605566,0.0,28186614.07570998,0.0 - 05/14 15:00:00,0.0,0.0,6815762.646533053,0.0,2476088.3053759869,0.0,7435891.753519634,0.0,7760.590633562674,7639.097139457497,7648.940895828125,9207.644546765596,132850326.28163868,0.0,28186614.07570998,0.0 - 05/14 16:00:00,0.0,0.0,5447734.113422066,0.0,187922.20630688536,0.0,4069372.408272716,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,203233762.3698806,0.0,28186614.07570998,0.0 - 05/14 17:00:00,0.0,0.0,20198.037308949282,0.0,0.0,0.0,0.0,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,193548931.6791879,0.0,35233267.594637479,0.0 - 05/14 18:00:00,0.0,0.0,2968628.453789025,0.0,0.0,0.0,0.0,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,273921323.4649457,0.0,14093307.03785499,0.0 - 05/14 19:00:00,0.0,0.0,0.0,0.0,0.0,2108086.4478069848,0.0,0.0,18104.817555852474,17821.383259565224,17844.34793088595,21480.674926645683,270904405.2226176,2108086.4478069848,63419881.67034747,0.0 - 05/14 20:00:00,3024053.8535930064,0.0,11650737.00659656,0.0,0.0,222936.87513494225,0.0,0.0,10326.78672901364,10165.118956310771,10178.2177496181,12252.338256291025,169195652.9486303,222936.87513494225,63419881.67034747,69761869.8373822 - 05/14 21:00:00,10394838.792391682,0.0,18318339.79038444,0.0,0.0,0.0,1239403.5391090089,0.0,10330.927406579971,10169.194810797359,10182.298856259207,12257.251012164095,184535401.6307674,0.0,49326574.63249246,69761869.8373822 - 05/14 22:00:00,15127619.404556495,0.0,22603890.423392968,0.0,0.0,0.0,7847709.685295759,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,122839650.5574656,0.0,35233267.594637479,69761869.8373822 - 05/14 23:00:00,18232292.52744268,0.0,25492493.765201324,0.0,1310506.0379103004,0.0,11460619.976562143,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,133756343.3513368,0.0,35233267.594637479,62010550.96656194 - 05/14 24:00:00,21854062.448224769,0.0,28902444.556144068,0.0,5688084.178743472,0.0,15580411.575436786,0.0,2582.7318516449929,2542.2987026993398,2545.574714064802,3064.312753041024,110670707.63576964,0.0,35233267.594637479,46507913.22492146 - 05/15 01:00:00,34751051.31265251,0.0,42112955.611534599,0.0,17270734.70091214,0.0,30106751.931038694,0.0,2573.792094662363,2533.498899279983,2536.7635712005619,3053.7060726326369,162753431.8521299,0.0,21139960.556782485,23253956.61246073 - 05/15 02:00:00,2686952.7271221077,0.0,7818359.670440666,0.0,0.0,0.0,0.0,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.84518687253,29773794.092638375,0.0,14093307.03785499,0.0 - 05/15 03:00:00,22150609.361811799,0.0,29584203.935669744,0.0,4264762.476872074,0.0,12358494.509088893,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,87640450.68402012,0.0,14093307.03785499,0.0 - 05/15 04:00:00,25079425.46087072,0.0,30999128.119646919,0.0,10024627.191868097,0.0,20288422.400143833,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,105673983.57310719,0.0,14093307.03785499,0.0 - 05/15 05:00:00,25006392.24379827,0.0,27796629.27843004,0.0,10593186.11299984,0.0,20204766.48491407,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,102840816.35077885,0.0,14093307.03785499,0.0 - 05/15 06:00:00,6258364.349446543,0.0,2677681.867824099,0.0,134824.33502844943,0.0,1998890.791172575,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,30374444.80483719,0.0,14093307.03785499,0.0 - 05/15 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,77386834.38545615,0.0,14093307.03785499,15502637.741640486 - 05/15 08:00:00,1791238.6280089617,0.0,0.0,0.0,0.0,5017191.081279079,0.0,0.0,20693.415781859945,20369.45649744203,20395.704621206183,24551.947908934504,311429127.94200256,5017191.081279079,56373228.15141996,38756594.35410121 - 05/15 09:00:00,0.0,13630108.50968781,0.0,5062355.872839086,0.0,16196120.298552674,0.0,14142885.146706041,18105.14244376157,17821.703061293498,17844.66814471139,21481.06039374809,270909266.55665239,49031469.82778561,56373228.15141996,38756594.35410121 - 05/15 10:00:00,0.0,19572031.36223197,0.0,939970.9797817486,0.0,4158062.7471813757,0.0,1193100.5899051089,12919.708451417382,12717.448005441212,12733.835735239158,15328.740902016025,193319039.1388096,25863165.6791002,28186614.07570998,0.0 - 05/15 11:00:00,0.0,30140717.47417588,0.0,5088944.491616118,0.0,3287210.1566596038,0.0,1014656.8221983558,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,39531528.94464995,28186614.07570998,0.0 - 05/15 12:00:00,0.0,37170775.96544545,0.0,9253137.203217909,0.0,3340991.015553709,0.0,3220309.404414588,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,52985213.58863165,28186614.07570998,0.0 - 05/15 13:00:00,0.0,46588311.292787808,0.0,18912431.65049773,0.0,9146718.30683713,0.0,12096246.57086951,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,86743707.82099219,28186614.07570998,0.0 - 05/15 14:00:00,0.0,53170216.11220993,0.0,30378872.813450815,0.0,19360217.185520408,0.0,23905344.971604974,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,126814651.08278613,28186614.07570998,0.0 - 05/15 15:00:00,0.0,54419121.48328853,0.0,39064954.36441569,0.0,29032966.387135324,0.0,34238118.45459392,7671.865854971969,7551.7613638272209,7561.492579136771,9102.375983800735,114794984.81425211,156755160.68943347,28186614.07570998,0.0 - 05/15 16:00:00,0.0,48906975.32097478,0.0,41521694.85075288,0.0,34605535.66658163,0.0,39061398.56870228,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,164095604.40701158,28186614.07570998,0.0 - 05/15 17:00:00,0.0,45291361.76142396,0.0,42280503.07860233,0.0,39309067.493018988,0.0,45470082.886114168,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,172351015.21915949,35233267.594637479,0.0 - 05/15 18:00:00,0.0,35920896.36672901,0.0,34772335.80409883,0.0,33434688.967964535,0.0,39745113.33439918,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,143873034.47319157,14093307.03785499,0.0 - 05/15 19:00:00,0.0,31689360.573407107,0.0,32715401.371510738,0.0,33323790.333177546,0.0,39403134.217555698,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,137131686.4956511,63419881.67034747,0.0 - 05/15 20:00:00,0.0,24022492.196054713,0.0,19640505.61551921,0.0,29219622.791051017,0.0,31016474.67881715,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,103899095.28144209,63419881.67034747,69761869.8373822 - 05/15 21:00:00,0.0,15346317.67712504,0.0,11024858.67268711,0.0,22030643.172709727,0.0,21936245.268433535,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,70338064.79095541,49326574.63249246,69761869.8373822 - 05/15 22:00:00,0.0,7143030.49974584,0.0,3204025.593505671,0.0,14944178.949483533,0.0,13063029.989697578,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,38354265.032432619,35233267.594637479,69761869.8373822 - 05/15 23:00:00,0.0,4784248.138259007,0.0,1132917.3329882289,0.0,12554864.557385538,0.0,10355495.126230458,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,28827525.15486323,35233267.594637479,62010550.96656194 - 05/15 24:00:00,0.0,401546.4295073935,0.0,0.0,0.0,6691960.867452359,0.0,3523164.9814498599,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,38686744.80854042,10616672.278409612,35233267.594637479,46507913.22492146 - 05/16 01:00:00,0.0,0.0,3703493.4521363389,0.0,0.0,0.0,0.0,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,42404817.24594383,0.0,21139960.556782485,23253956.61246073 - 05/16 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 05/16 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 05/16 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 05/16 05:00:00,0.0,0.0,601716.8734689619,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,19955480.8028373,0.0,14093307.03785499,0.0 - 05/16 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 05/16 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,0.0,14093307.03785499,15502637.741640486 - 05/16 08:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20671.53352226781,20347.916808705944,20374.13717638265,24525.98544322564,309310462.62209537,0.0,56373228.15141996,38756594.35410121 - 05/16 09:00:00,0.0,6263829.737798128,0.0,3497399.6806787836,0.0,10861257.811972805,0.0,4733362.1724680759,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,25355849.402917796,56373228.15141996,38756594.35410121 - 05/16 10:00:00,0.0,22368285.32000505,0.0,14514928.94996744,0.0,6572466.326444314,0.0,6396419.730962307,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,49852100.327379118,28186614.07570998,0.0 - 05/16 11:00:00,0.0,29227224.62543275,0.0,18014838.862297138,0.0,8258226.343696617,0.0,8903120.793964824,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,64403410.62539132,28186614.07570998,0.0 - 05/16 12:00:00,0.0,44061523.39108278,0.0,29245400.134324116,0.0,12902684.401827611,0.0,16723912.057639342,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,102933519.98487385,28186614.07570998,0.0 - 05/16 13:00:00,0.0,56451808.122244257,0.0,39738189.3659764,0.0,18918604.36940775,0.0,25751527.903231238,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,140860129.76085965,28186614.07570998,0.0 - 05/16 14:00:00,0.0,59360785.939135108,0.0,42551194.519412707,0.0,25336704.817730778,0.0,32517084.782259309,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,159765770.0585379,28186614.07570998,0.0 - 05/16 15:00:00,0.0,57252136.94676725,0.0,44377507.60743253,0.0,33079896.78355555,0.0,39758500.657290447,7663.972348253287,7543.991431428752,7553.712634387347,9093.010639392696,114676873.39246349,174468041.99504576,28186614.07570998,0.0 - 05/16 16:00:00,0.0,51496386.52655475,0.0,46424402.264658037,0.0,39057237.010321419,0.0,44519880.9269751,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,181497906.7285093,28186614.07570998,0.0 - 05/16 17:00:00,0.0,44596972.9092762,0.0,43070721.01052206,0.0,40894954.55718297,0.0,47437321.9920681,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,175999970.46904934,35233267.594637479,0.0 - 05/16 18:00:00,0.0,34342034.353823129,0.0,33899732.46834746,0.0,33755148.69458588,0.0,39912045.51642845,17957.927986358143,17676.793273683546,17699.571626049474,21306.39605956023,268706480.204345,141908961.03318493,14093307.03785499,0.0 - 05/16 19:00:00,0.0,34875529.53460313,0.0,37074924.07021542,0.0,37205729.24521276,0.0,44202675.042165849,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,153358857.89219717,63419881.67034747,0.0 - 05/16 20:00:00,0.0,29655350.0496839,0.0,25659329.811590237,0.0,35117726.34156498,0.0,38003997.27826651,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,128436403.48110563,63419881.67034747,69761869.8373822 - 05/16 21:00:00,0.0,21639534.3204885,0.0,17719432.285959115,0.0,28433130.73589476,0.0,29685877.90607714,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,97477975.24841951,49326574.63249246,69761869.8373822 - 05/16 22:00:00,0.0,13585115.792105578,0.0,9835111.299636998,0.0,21518478.151504607,0.0,20991284.695078628,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,65929989.9383258,35233267.594637479,69761869.8373822 - 05/16 23:00:00,0.0,8896768.139764527,0.0,5162771.501766548,0.0,17497327.00029176,0.0,15871819.587895029,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,47428686.229717869,35233267.594637479,62010550.96656194 - 05/16 24:00:00,0.0,2557823.994780471,0.0,7613.302340112596,0.0,11591886.00645904,0.0,8722808.680233308,2583.0607218375118,2542.6224243676444,2545.898852881517,3064.7029449707008,38650625.798606548,22880131.98381293,35233267.594637479,46507913.22492146 - 05/17 01:00:00,0.0,0.0,0.0,0.0,0.0,214582.93969562604,0.0,0.0,2584.8469712514868,2544.3807097138185,2547.6594039578246,3066.8222617150497,38677353.647897448,214582.93969562604,21139960.556782485,23253956.61246073 - 05/17 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 05/17 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 05/17 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 05/17 05:00:00,0.0,0.0,1231180.512425044,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,20579047.714389244,0.0,14093307.03785499,0.0 - 05/17 06:00:00,0.0,0.0,836599.0676258574,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,20179971.471896069,0.0,14093307.03785499,0.0 - 05/17 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,0.0,14093307.03785499,15502637.741640486 - 05/17 08:00:00,4991714.94080654,0.0,8088815.275858493,0.0,0.0,0.0,802247.3493132371,0.0,20664.485774700093,20340.979394941154,20367.190823052137,24517.623559765605,323087783.95483067,0.0,56373228.15141996,38756594.35410121 - 05/17 09:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,270807213.6597829,0.0,56373228.15141996,38756594.35410121 - 05/17 10:00:00,5814007.291161327,0.0,12340402.65451324,0.0,3990896.070516704,0.0,9553993.380652082,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,225177971.41648535,0.0,28186614.07570998,0.0 - 05/17 11:00:00,10466858.787073823,0.0,15064322.9954257,0.0,7323552.172100771,0.0,14114284.314804415,0.0,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,201678432.86099447,0.0,28186614.07570998,0.0 - 05/17 12:00:00,4400884.252177855,0.0,8275601.378016483,0.0,4223527.249892431,0.0,8553446.968227519,0.0,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,102639411.97288499,0.0,28186614.07570998,0.0 - 05/17 13:00:00,0.0,0.0,329680.8609427274,0.0,447886.0877864149,0.0,2146238.5944872635,0.0,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,80059637.11110653,0.0,28186614.07570998,0.0 - 05/17 14:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,0.0,28186614.07570998,0.0 - 05/17 15:00:00,0.0,11084275.534507379,0.0,0.0,0.0,0.0,0.0,0.0,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,11084275.534507379,28186614.07570998,0.0 - 05/17 16:00:00,0.0,20233383.06409147,0.0,13817928.189636808,0.0,12398703.89580192,0.0,10740151.123630796,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,57190166.27316099,28186614.07570998,0.0 - 05/17 17:00:00,0.0,26200617.500036368,0.0,25565901.461349317,0.0,27855819.258196076,0.0,30762534.779804775,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,110384872.99938654,35233267.594637479,0.0 - 05/17 18:00:00,0.0,22011745.172083409,0.0,22821844.875622736,0.0,25145198.066068755,0.0,29515540.448270628,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,99494328.56204552,14093307.03785499,0.0 - 05/17 19:00:00,0.0,24130786.3091475,0.0,27272585.4148518,0.0,29752062.89643657,0.0,35065707.33954684,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,116221141.9599827,63419881.67034747,0.0 - 05/17 20:00:00,0.0,19825002.253703577,0.0,15896906.305639744,0.0,28292481.09994076,0.0,29128761.959414726,10321.913281598601,10160.321803624156,10173.414415310612,12246.556096964005,154447940.15099056,93143151.6186988,63419881.67034747,69761869.8373822 - 05/17 21:00:00,0.0,11594049.076519162,0.0,7554048.612815604,0.0,21352435.429512144,0.0,20279386.01468402,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,60779919.13353092,49326574.63249246,69761869.8373822 - 05/17 22:00:00,0.0,5743896.850411047,0.0,1174856.5716605604,0.0,16211043.789441947,0.0,13727329.92172584,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,36857127.133239399,35233267.594637479,69761869.8373822 - 05/17 23:00:00,0.0,1180585.109838207,0.0,0.0,0.0,12233620.78932917,0.0,8729422.805937557,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,22143628.70510493,35233267.594637479,62010550.96656194 - 05/17 24:00:00,0.0,0.0,0.0,0.0,0.0,6224307.651217697,0.0,1392046.1699545049,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,38686744.80854042,7616353.821172202,35233267.594637479,46507913.22492146 - 05/18 01:00:00,2174751.109081921,0.0,7042417.632978426,0.0,0.0,0.0,0.0,0.0,2586.744509763223,2546.2485419061688,2549.5296430426,3069.073618725727,47922915.47043613,0.0,21139960.556782485,23253956.61246073 - 05/18 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 05/18 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 05/18 04:00:00,0.0,0.0,1220397.4128823144,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,20574161.342250654,0.0,14093307.03785499,0.0 - 05/18 05:00:00,0.0,0.0,2132893.48983418,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,21483208.148592585,0.0,14093307.03785499,0.0 - 05/18 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 05/18 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,15502637.741640486 - 05/18 08:00:00,0.0,5094672.766820218,0.0,8087184.188899195,0.0,18520589.55920565,0.0,12847739.169815705,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,44550185.68474077,56373228.15141996,38756594.35410121 - 05/18 09:00:00,0.0,29139160.832026677,0.0,23568906.37386311,0.0,23494534.69695069,0.0,24650506.98945652,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,100853108.892297,56373228.15141996,38756594.35410121 - 05/18 10:00:00,0.0,20425213.774229926,0.0,13305861.20661794,0.0,9606368.47203923,0.0,9088376.808787577,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,52425820.26167467,28186614.07570998,0.0 - 05/18 11:00:00,0.0,24935749.59257333,0.0,17080461.664255695,0.0,10926507.724017619,0.0,11278553.985572387,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,64221272.966419029,28186614.07570998,0.0 - 05/18 12:00:00,0.0,36267265.77305353,0.0,25929564.669586556,0.0,15004787.625983308,0.0,17871253.31718588,7696.254851296348,7575.768545864377,7585.530696878346,9131.312596954387,115159920.08757645,95072871.38580926,28186614.07570998,0.0 - 05/18 13:00:00,0.0,47342074.901346828,0.0,35994031.014400098,0.0,20850143.068263085,0.0,26488466.34914784,7680.907626252055,7560.661584491175,7570.404268643479,9113.103700278929,114930277.8467963,130674715.33315784,28186614.07570998,0.0 - 05/18 14:00:00,0.0,62308090.70246919,0.0,45458577.28764739,0.0,29145316.975031385,0.0,37016605.38448073,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,173928590.3496287,28186614.07570998,0.0 - 05/18 15:00:00,0.0,65560697.33275842,0.0,53275870.37354115,0.0,39502328.446102719,0.0,48056708.13270114,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,206395604.28510345,28186614.07570998,0.0 - 05/18 16:00:00,0.0,64206185.562812548,0.0,59649141.99496244,0.0,48715093.990853268,0.0,56994539.25340439,17792.64222210587,17514.095088904676,17536.663788053254,21110.290809620412,266233290.87126319,229564960.80203266,28186614.07570998,0.0 - 05/18 17:00:00,0.0,62190508.60168841,0.0,61697607.45428479,0.0,54854089.63420604,0.0,65564190.24444159,22876.254285564693,22518.12225716316,22547.13915606847,27141.80246951196,342299945.4059098,244306395.93462084,35233267.594637479,0.0 - 05/18 18:00:00,0.0,54607755.74601863,0.0,55675867.07161057,0.0,49494436.92817185,0.0,60730968.92745693,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,220509028.673258,14093307.03785499,0.0 - 05/18 19:00:00,0.0,53214869.2450601,0.0,56719043.51414669,0.0,51301694.95411623,0.0,62885387.72391287,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,224120995.4372359,63419881.67034747,0.0 - 05/18 20:00:00,0.0,47169634.75194303,0.0,43505671.744563687,0.0,48330309.78359024,0.0,55255241.54671922,15392.509702592695,15151.537091728755,15171.061393756692,18262.625193908774,230319840.1751529,194260857.8268162,63419881.67034747,69761869.8373822 - 05/18 21:00:00,0.0,37690732.60552505,0.0,34307666.09397708,0.0,40248779.94687039,0.0,45408115.414207439,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,157655294.06057997,49326574.63249246,69761869.8373822 - 05/18 22:00:00,0.0,30686889.077069124,0.0,27537161.19034169,0.0,34040253.968524318,0.0,37837320.61940341,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,130101624.85533855,35233267.594637479,69761869.8373822 - 05/18 23:00:00,0.0,27505879.64795816,0.0,24571359.232089085,0.0,31131662.776537029,0.0,34388164.8391239,7703.950273084917,7583.343494389268,7593.115406497569,9140.442921154216,115275067.5424535,117597066.49570817,35233267.594637479,62010550.96656194 - 05/18 24:00:00,0.0,22948224.374958878,0.0,20215997.103918647,0.0,26668542.475602583,0.0,29102625.194167537,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,98935389.14864764,35233267.594637479,46507913.22492146 - 05/19 01:00:00,0.0,9828777.458693527,0.0,7269680.022893196,0.0,14552466.91832671,0.0,14336970.96708657,2574.038580021104,2533.741525864451,2537.006510434148,3053.9985181018585,38515626.483917627,45987895.367000009,21139960.556782485,23253956.61246073 - 05/19 02:00:00,0.0,41086.86234030808,0.0,0.0,0.0,4806722.7170402579,0.0,2573733.3947370348,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,7421542.974117601,14093307.03785499,0.0 - 05/19 03:00:00,0.0,0.0,0.0,0.0,0.0,2782945.7731436246,0.0,414146.5198236763,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,3197092.2929673006,14093307.03785499,0.0 - 05/19 04:00:00,0.0,0.0,0.0,0.0,0.0,177877.09863565397,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,177877.09863565397,14093307.03785499,0.0 - 05/19 05:00:00,0.0,0.0,0.0,0.0,0.0,1986404.3457352343,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,1986404.3457352343,14093307.03785499,0.0 - 05/19 06:00:00,0.0,13420935.621954564,0.0,21157644.498082885,0.0,26751830.343875134,0.0,24371460.906201818,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,85701871.37011439,14093307.03785499,0.0 - 05/19 07:00:00,0.0,41769349.45208715,0.0,47676245.18285846,0.0,46147161.9640311,0.0,54205187.73368588,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,189797944.33266259,14093307.03785499,15502637.741640486 - 05/19 08:00:00,0.0,68783357.4217071,0.0,68692031.49543035,0.0,64880145.50615939,0.0,77883861.82377611,1277.3287247088813,1257.3319052381258,1258.9521057312246,1515.5017732321158,19112812.232077253,280239396.24707296,56373228.15141996,38756594.35410121 - 05/19 09:00:00,0.0,78086794.40269941,0.0,69003811.84868467,0.0,61582759.54609051,0.0,74418926.15589312,5096.979118373356,5017.184959434706,5023.65011434836,6047.371160295788,76266667.26882796,283092291.9533677,56373228.15141996,38756594.35410121 - 05/19 10:00:00,0.0,74688840.68500711,0.0,57918213.44028492,0.0,43993885.8487775,0.0,54227945.52967749,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,230828885.50374703,28186614.07570998,0.0 - 05/19 11:00:00,0.0,86016435.6651598,0.0,62403749.51384269,0.0,42113404.60572988,0.0,53085371.160457868,7578.600145674574,7459.955746607577,7469.568661008936,8991.71977989037,113399439.59945324,243618960.94519026,28186614.07570998,0.0 - 05/19 12:00:00,0.0,94975841.285317,0.0,68303084.9435208,0.0,42988232.11211263,0.0,57025360.90472183,5028.15217773648,4949.4355173931539,4955.813370235695,5965.710622515978,75236802.0763727,263292519.2456723,28186614.07570998,0.0 - 05/19 13:00:00,0.0,103303244.40751377,0.0,77439395.22402144,0.0,49610865.26979634,0.0,67055795.51028557,5018.536975648164,4939.970843087245,4946.3364997309049,5954.3025522730199,75092928.73466161,297409300.41161718,28186614.07570998,0.0 - 05/19 14:00:00,0.0,109250873.5111287,0.0,89569450.90094172,0.0,61685582.768539328,0.0,80364987.34253982,7500.277488620052,7382.8592453603209,7392.372813050746,8898.792937054803,112227488.94270933,340870894.5231495,28186614.07570998,0.0 - 05/19 15:00:00,0.0,107327698.93848962,0.0,94583579.43175298,0.0,70539173.21426547,0.0,88853600.17048016,10020.620929291608,9863.746239298562,9876.456683099546,11889.0842219879,149939669.06523944,361304051.7549882,28186614.07570998,0.0 - 05/19 16:00:00,0.0,98905506.04112497,0.0,94768795.53245434,0.0,74941368.6135706,0.0,91998522.88114535,12474.465270489303,12279.175189570597,12294.998160111716,14800.476863821943,186656815.7423768,360614193.06829527,28186614.07570998,0.0 - 05/19 17:00:00,0.0,96053257.47113934,0.0,95955478.22370069,0.0,78589929.22981265,0.0,97865001.25402898,15030.931393937413,14795.619358947839,14814.685024649321,17833.62633298185,224909503.5978591,368463666.1786816,35233267.594637479,0.0 - 05/19 18:00:00,0.0,82965887.42987702,0.0,84465974.6691013,0.0,69093460.43749854,0.0,87512254.72192317,17683.400339907337,17406.563408751015,17428.993542354183,20980.67948641086,264598692.39872424,324037577.25839999,14093307.03785499,0.0 - 05/19 19:00:00,0.0,79571132.56509444,0.0,83555793.36880544,0.0,70282229.97325005,0.0,88592219.21759686,10151.783549306216,9992.855484028478,10005.732298269202,12044.703663850221,151902269.98363484,322001375.1247468,63419881.67034747,0.0 - 05/19 20:00:00,0.0,71055949.05063963,0.0,67747540.03868641,0.0,65978111.23569768,0.0,78978079.63471398,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,283759679.9597377,63419881.67034747,69761869.8373822 - 05/19 21:00:00,0.0,63552309.19765466,0.0,61002618.72044775,0.0,59457592.26622109,0.0,71311913.82755676,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,255324434.01188026,49326574.63249246,69761869.8373822 - 05/19 22:00:00,0.0,57249977.571761909,0.0,55130882.97291025,0.0,53928768.06829485,0.0,64657514.47000334,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,230967143.08297033,35233267.594637479,69761869.8373822 - 05/19 23:00:00,0.0,50081040.249497327,0.0,47836657.69882959,0.0,48058483.302211608,0.0,57137909.05715518,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,203114090.30769373,35233267.594637479,62010550.96656194 - 05/19 24:00:00,0.0,40271866.44029401,0.0,37808212.69805759,0.0,39534938.71815023,0.0,46365748.096224669,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,163980765.9527265,35233267.594637479,46507913.22492146 - 05/20 01:00:00,0.0,26098677.02279606,0.0,23633427.08280865,0.0,26404575.1613966,0.0,30231166.91334905,2565.4182837654495,2525.256181954793,2528.510232292782,3043.770865651462,38386640.02919215,106367846.18035037,21139960.556782485,23253956.61246073 - 05/20 02:00:00,0.0,13641507.34697044,0.0,11153907.262073365,0.0,15010828.532348426,0.0,16129215.696080568,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,55935458.8374728,14093307.03785499,0.0 - 05/20 03:00:00,0.0,11708714.788429223,0.0,9423950.867676497,0.0,13504860.349285469,0.0,14330306.02812655,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,48967832.03351773,14093307.03785499,0.0 - 05/20 04:00:00,0.0,10743753.08232444,0.0,8768514.718978603,0.0,12504309.749377877,0.0,13326284.710771697,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,45342862.261452618,14093307.03785499,0.0 - 05/20 05:00:00,0.0,9727131.652665645,0.0,8896359.098955676,0.0,11725515.499275398,0.0,12273522.09748349,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,42622528.34838021,14093307.03785499,0.0 - 05/20 06:00:00,0.0,18598133.280113765,0.0,21732031.30073835,0.0,19463023.332833876,0.0,21796705.703456988,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,81589893.61714298,14093307.03785499,0.0 - 05/20 07:00:00,0.0,40008235.061225067,0.0,44052550.53608855,0.0,38574459.0075306,0.0,45494854.897156078,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,168130099.5020003,14093307.03785499,15502637.741640486 - 05/20 08:00:00,0.0,75522040.76561633,0.0,75418728.32885121,0.0,66480308.11952266,0.0,80346889.71918026,20458.30894659192,20138.03030353926,20163.98021103139,24273.002623468627,306119959.5046723,297767966.93317046,56373228.15141996,38756594.35410121 - 05/20 09:00:00,0.0,82744972.25049587,0.0,74349395.82667184,0.0,62624015.08969901,0.0,77298948.65014126,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,297017331.81700798,56373228.15141996,38756594.35410121 - 05/20 10:00:00,0.0,60421767.35603306,0.0,51936556.66878582,0.0,36814055.034294258,0.0,45968027.25761716,12724.53719511863,12525.33219156898,12541.472360531896,15097.177656562424,190398669.85361494,195140406.31673027,28186614.07570998,0.0 - 05/20 11:00:00,0.0,67464471.64151076,0.0,55860073.56060934,0.0,37665507.80255096,0.0,47536669.13162794,10135.743846921228,9977.066886176532,9989.923355197416,12025.673169243513,151662266.12713928,208526722.136299,28186614.07570998,0.0 - 05/20 12:00:00,0.0,84338229.95004177,0.0,62060382.76716444,0.0,37564850.0537232,0.0,50247663.819995198,5067.871923460614,4988.533443088266,4994.961677598708,6012.836584621757,75831133.06356964,234211126.59092463,28186614.07570998,0.0 - 05/20 13:00:00,0.0,92483797.94616454,0.0,69111021.38666494,0.0,42485550.19559597,0.0,57873449.90400189,5060.96187722296,4981.73157491353,4988.151044522576,6004.63807853346,75727737.2706931,261953819.43242736,28186614.07570998,0.0 - 05/20 14:00:00,0.0,75389120.57183558,0.0,58010396.188669178,0.0,42671680.71842105,0.0,53379303.64851107,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,229450501.12743689,28186614.07570998,0.0 - 05/20 15:00:00,0.0,31630493.445318846,0.0,24874542.086710629,0.0,23651989.45257462,0.0,26539988.499301878,7671.865854971969,7551.7613638272209,7561.492579136771,9102.375983800735,114794984.81425211,106697013.48390597,28186614.07570998,0.0 - 05/20 16:00:00,0.0,11115360.621642108,0.0,5081751.884731064,0.0,10066873.322462805,0.0,8606899.894742845,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,34870885.72357882,28186614.07570998,0.0 - 05/20 17:00:00,0.0,4030077.583539844,0.0,409956.41429171,0.0,5096849.30660606,0.0,2404132.3180090074,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,11941015.622446623,35233267.594637479,0.0 - 05/20 18:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18005.887330720616,17724.00180556322,17746.840990940946,21363.297990925585,269424101.2253413,0.0,14093307.03785499,0.0 - 05/20 19:00:00,0.0,0.0,0.0,0.0,0.0,7298224.217844859,0.0,2051746.2112738733,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,9349970.429118732,63419881.67034747,0.0 - 05/20 20:00:00,0.0,8852637.976057612,0.0,0.0,0.0,23578121.483650846,0.0,22242447.261336496,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,54673206.72104494,63419881.67034747,69761869.8373822 - 05/20 21:00:00,0.0,4844944.309030855,0.0,0.0,0.0,17824259.512699844,0.0,14853599.700293245,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,37522803.522023949,49326574.63249246,69761869.8373822 - 05/20 22:00:00,0.0,0.0,0.0,0.0,0.0,13260757.583416233,0.0,8695031.67772161,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,21955789.261137844,35233267.594637479,69761869.8373822 - 05/20 23:00:00,0.0,0.0,0.0,0.0,0.0,10693846.794642978,0.0,4971761.537177446,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,15665608.331820423,35233267.594637479,62010550.96656194 - 05/20 24:00:00,0.0,0.0,0.0,0.0,0.0,5306865.380316303,0.0,0.0,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,5306865.380316303,35233267.594637479,46507913.22492146 - 05/21 01:00:00,979466.8737091267,0.0,6793816.813912859,0.0,0.0,0.0,0.0,0.0,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,46385268.725369628,0.0,21139960.556782485,23253956.61246073 - 05/21 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 05/21 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,0.0,14093307.03785499,0.0 - 05/21 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 05/21 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 05/21 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 05/21 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,0.0,14093307.03785499,15502637.741640486 - 05/21 08:00:00,0.0,0.0,0.0,0.0,0.0,2310820.4872694669,0.0,0.0,20671.53352226781,20347.916808705944,20374.13717638265,24525.98544322564,309310462.62209537,2310820.4872694669,56373228.15141996,38756594.35410121 - 05/21 09:00:00,0.0,10135247.127099578,0.0,4560875.35151344,0.0,11645179.086856965,0.0,8588301.104391452,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,34929602.669861439,56373228.15141996,38756594.35410121 - 05/21 10:00:00,0.0,14392938.978369913,0.0,4400863.757008687,0.0,2903885.627979866,0.0,496558.3661201611,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,22194246.729478629,28186614.07570998,0.0 - 05/21 11:00:00,0.0,32515802.88445175,0.0,20589604.952753389,0.0,8807119.198414997,0.0,9210765.481282609,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,71123292.51690275,28186614.07570998,0.0 - 05/21 12:00:00,0.0,41775121.26667475,0.0,31086492.323362166,0.0,11474726.034552377,0.0,14421592.516908348,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,98757932.14149764,28186614.07570998,0.0 - 05/21 13:00:00,0.0,40532996.05329923,0.0,30382334.17681293,0.0,13650040.791542627,0.0,17842549.28746379,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,102407920.30911859,28186614.07570998,0.0 - 05/21 14:00:00,0.0,36266914.762238059,0.0,26815452.708755007,0.0,14876588.20878154,0.0,18187299.99339538,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,96146255.67316997,28186614.07570998,0.0 - 05/21 15:00:00,0.0,22561934.842443967,0.0,16814463.041731504,0.0,10857632.387189748,0.0,11753101.4611627,7732.599381733982,7611.544095897946,7621.352347359667,9174.433994962623,115703747.35183518,61987131.73252791,28186614.07570998,0.0 - 05/21 16:00:00,0.0,14259897.588049582,0.0,10226125.100043418,0.0,7132009.452324053,0.0,6770501.788492167,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,38388533.92890923,28186614.07570998,0.0 - 05/21 17:00:00,0.0,9911532.459301068,0.0,6542535.329114801,0.0,6224199.512143245,0.0,5359910.2978403209,12896.03965596058,12694.149749392695,12710.507457009717,15300.658779699996,192964880.31142677,28038177.59839943,35233267.594637479,0.0 - 05/21 18:00:00,0.0,1328221.1698656986,0.0,50397.96266113991,0.0,1391540.9582012124,0.0,1657.428282819456,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,2771817.5190108709,14093307.03785499,0.0 - 05/21 19:00:00,0.0,9433916.61547854,0.0,6785882.983943701,0.0,12967323.967534392,0.0,12352212.752493224,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,41539336.31944986,63419881.67034747,0.0 - 05/21 20:00:00,0.0,14605091.508952363,0.0,10991562.23103708,0.0,21299499.573178706,0.0,21122124.917935116,10327.407978683552,10165.730480201208,10178.830061519484,12253.075345309817,154530157.9165706,68018278.23110326,63419881.67034747,69761869.8373822 - 05/21 21:00:00,0.0,7528911.639870315,0.0,3562528.944569774,0.0,15372906.01644067,0.0,13486911.520287887,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,39951258.12116864,49326574.63249246,69761869.8373822 - 05/21 22:00:00,0.0,3063646.008456063,0.0,0.0,0.0,11460877.09338991,0.0,8650657.291492494,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,23175180.393338469,35233267.594637479,69761869.8373822 - 05/21 23:00:00,0.0,0.0,0.0,0.0,0.0,7254102.768011251,0.0,3457662.26519325,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,10711765.033204502,35233267.594637479,62010550.96656194 - 05/21 24:00:00,0.0,0.0,0.0,0.0,0.0,3032194.4525669745,0.0,0.0,2584.8469712514868,2544.3807097138185,2547.6594039578246,3066.8222617150497,38677353.647897448,3032194.4525669745,35233267.594637479,46507913.22492146 - 05/22 01:00:00,1589314.6104436895,0.0,7321769.143011448,0.0,0.0,0.0,0.0,0.0,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,47597828.56199556,0.0,21139960.556782485,23253956.61246073 - 05/22 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413465,19343372.40427021,0.0,14093307.03785499,0.0 - 05/22 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 05/22 04:00:00,0.0,0.0,809533.7213272111,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,20162407.085515106,0.0,14093307.03785499,0.0 - 05/22 05:00:00,464677.0969224627,0.0,5281472.37804438,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,25099913.40433518,0.0,14093307.03785499,0.0 - 05/22 06:00:00,1218363.674776573,0.0,4053771.8990293678,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,24625825.072743715,0.0,14093307.03785499,0.0 - 05/22 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,77415055.71747336,0.0,14093307.03785499,15502637.741640486 - 05/22 08:00:00,9052678.55361782,0.0,11119190.365056437,0.0,456892.91266621436,0.0,8018159.708709046,0.0,20694.908356167132,20370.925705219997,20397.175722208332,24553.71879137492,338307144.4099429,0.0,56373228.15141996,38756594.35410121 - 05/22 09:00:00,2932238.9815936565,1924854.6199951259,5413987.066261954,0.0,1354747.7923753148,0.0,4323183.572807907,0.0,18105.14244376157,17821.703061293498,17844.66814471139,21481.06039374809,284933423.96969118,1924854.6199951259,56373228.15141996,38756594.35410121 - 05/22 10:00:00,0.0,1279745.2370246144,0.0,0.0,0.0,0.0,0.0,0.0,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,193433724.04270209,1279745.2370246144,28186614.07570998,0.0 - 05/22 11:00:00,0.0,0.0,0.0,0.0,0.0,0.0,1303595.5153026209,0.0,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,156013010.1068924,0.0,28186614.07570998,0.0 - 05/22 12:00:00,0.0,7236882.2218250869,0.0,0.0,0.0,0.0,810860.5413404759,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,78138476.1968643,7236882.2218250869,28186614.07570998,0.0 - 05/22 13:00:00,0.0,12723785.590658213,0.0,0.0,0.0,0.0,0.0,0.0,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,12723785.590658213,28186614.07570998,0.0 - 05/22 14:00:00,0.0,13147098.066294399,0.0,584533.4255355845,0.0,0.0,0.0,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,13731631.491829982,28186614.07570998,0.0 - 05/22 15:00:00,0.0,14245645.490811406,0.0,5073484.585211281,0.0,2337941.7791626129,0.0,0.0,7741.434961198951,7620.241352718114,7630.060811482959,9184.917072723005,115835955.1132429,21657071.8551853,28186614.07570998,0.0 - 05/22 16:00:00,0.0,17870058.817221304,0.0,12192657.735948358,0.0,11689735.59824007,0.0,10304892.88743835,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,52057345.03884809,28186614.07570998,0.0 - 05/22 17:00:00,0.0,20689386.65599131,0.0,16696722.274753645,0.0,19395104.604449739,0.0,20435136.295247768,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,77216349.83044246,35233267.594637479,0.0 - 05/22 18:00:00,0.0,14587135.660716268,0.0,12777885.52127241,0.0,16491417.963293519,0.0,17970602.92306644,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,61827042.06834863,14093307.03785499,0.0 - 05/22 19:00:00,0.0,17724924.13865665,0.0,19861013.60149307,0.0,22757449.289157306,0.0,25511647.069541307,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,85855034.09884833,63419881.67034747,0.0 - 05/22 20:00:00,0.0,11127639.796456509,0.0,7311256.508328007,0.0,19303579.897837126,0.0,17974706.003790015,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,154782937.6157136,55717182.206411648,63419881.67034747,69761869.8373822 - 05/22 21:00:00,0.0,1200716.2607423636,0.0,0.0,0.0,10273107.804377553,0.0,6348260.298995757,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,154829515.9915022,17822084.364115675,49326574.63249246,69761869.8373822 - 05/22 22:00:00,0.0,0.0,1610252.297689614,0.0,0.0,2159880.919131172,0.0,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,78981263.34377289,2159880.919131172,35233267.594637479,69761869.8373822 - 05/22 23:00:00,3796662.9622819346,0.0,11534616.213948088,0.0,0.0,0.0,0.0,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,92678744.13560397,0.0,35233267.594637479,62010550.96656194 - 05/22 24:00:00,9438680.243984059,0.0,15770213.940006178,0.0,0.0,0.0,1881888.3411160587,0.0,2586.4025079789255,2545.911894223604,2549.192561555136,3068.6678466636687,65791411.8426231,0.0,35233267.594637479,46507913.22492146 - 05/23 01:00:00,19612414.66658084,0.0,25871407.103013115,0.0,3768464.7712757925,0.0,14629424.663304132,0.0,2585.3917693772398,2544.916978923281,2548.1963642049,3067.468643895033,102567216.7272155,0.0,21139960.556782485,23253956.61246073 - 05/23 02:00:00,0.0,0.0,2052194.2179552399,0.0,0.0,0.0,0.0,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,21375046.656565526,0.0,14093307.03785499,0.0 - 05/23 03:00:00,11173994.542356417,0.0,20324029.476831855,0.0,0.0,0.0,4553267.199078909,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,55355974.67963271,0.0,14093307.03785499,0.0 - 05/23 04:00:00,21236736.03138519,0.0,27215017.65866038,0.0,6134220.633732191,0.0,16647112.455902942,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,90526115.88248733,0.0,14093307.03785499,0.0 - 05/23 05:00:00,20045738.39562636,0.0,20186407.91658662,0.0,5950472.500693399,0.0,14958299.205684634,0.0,1287.7322736075662,1267.5725846380215,1269.2059812917717,1527.8451868725297,80409399.7136666,0.0,14093307.03785499,0.0 - 05/23 06:00:00,6058058.772080598,0.0,834245.6690131832,0.0,0.0,0.0,1053290.224802593,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,27227975.066473999,0.0,14093307.03785499,0.0 - 05/23 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,77172116.4112265,0.0,14093307.03785499,15502637.741640486 - 05/23 08:00:00,9503000.486447972,0.0,6826222.446471518,0.0,0.0,0.0,2617692.8537000345,0.0,20661.854813159942,20338.389621594717,20364.597712518414,24514.50202432819,328112554.8043841,0.0,56373228.15141996,38756594.35410121 - 05/23 09:00:00,861287.7092554665,0.0,2802433.7207934895,0.0,0.0,0.0,0.0,0.0,18086.757874954284,17803.606306340524,17826.548070242567,21459.247804640374,274297897.6322888,0.0,56373228.15141996,38756594.35410121 - 05/23 10:00:00,0.0,0.0,5831369.178936972,0.0,0.0,0.0,2411249.1102985686,0.0,12923.02482444315,12720.712460028592,12737.104396409468,15332.675652017357,201611280.68767039,0.0,28186614.07570998,0.0 - 05/23 11:00:00,0.0,2484079.3815581935,4746058.916858589,0.0,0.0,0.0,7844089.075549902,0.0,10345.610031915701,10183.647576894416,10196.770246220543,12274.671386654674,167392665.2624757,2484079.3815581935,28186614.07570998,0.0 - 05/23 12:00:00,0.0,10098224.983777112,1006817.2670054309,0.0,3319651.3989867086,0.0,7363101.393790713,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,89104328.05553395,10098224.983777112,28186614.07570998,0.0 - 05/23 13:00:00,0.0,16915909.527784897,0.0,0.0,312334.3227325153,0.0,1481364.8761091228,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,79196346.78645662,16915909.527784897,28186614.07570998,0.0 - 05/23 14:00:00,0.0,22028071.087038548,0.0,0.0,0.0,0.0,0.0,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,22028071.087038548,28186614.07570998,0.0 - 05/23 15:00:00,0.0,26134698.3335109,0.0,9694997.788915337,0.0,9385893.582361069,0.0,5615167.975843168,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,116032060.94369234,50830757.680630479,28186614.07570998,0.0 - 05/23 16:00:00,0.0,24367882.06076092,0.0,15903991.994235248,0.0,18885336.597849095,0.0,16383739.73035353,12915.303609187558,12713.112121838218,12729.494264407587,15323.514724853505,193253128.99303273,75540950.38319879,28186614.07570998,0.0 - 05/23 17:00:00,0.0,19980791.02083485,0.0,13382911.681651745,0.0,22315602.40187114,0.0,21915626.51450088,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,77594931.6188586,35233267.594637479,0.0 - 05/23 18:00:00,0.0,16988665.73463371,0.0,13497491.294049984,0.0,20673161.244666775,0.0,21782408.326191136,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,72941726.5995416,14093307.03785499,0.0 - 05/23 19:00:00,0.0,17264630.366661464,0.0,18383878.185686917,0.0,24074540.38461651,0.0,25954268.24713996,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,270807213.6597829,85677317.18410485,63419881.67034747,0.0 - 05/23 20:00:00,0.0,8772551.489816132,0.0,3998927.4643583216,0.0,18611181.945241777,0.0,15837151.075842925,10347.454178083566,10185.462852609999,10198.587861104166,12276.85939568746,154830111.43494673,47219811.97525915,63419881.67034747,69761869.8373822 - 05/23 21:00:00,0.0,1317748.9298209369,0.0,0.0,0.0,11774933.549099554,0.0,7247439.864441459,10346.978039052892,10184.994167624674,10198.1185721704,12276.294474902908,154822986.91350315,20340122.34336195,49326574.63249246,69761869.8373822 - 05/23 22:00:00,0.0,0.0,0.0,0.0,0.0,4931203.6916151479,0.0,506176.6392218936,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,77401258.63503361,5437380.330837041,35233267.594637479,69761869.8373822 - 05/23 23:00:00,0.0,0.0,8058716.178341117,0.0,0.0,822268.9027822815,0.0,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,85468188.50683952,822268.9027822815,35233267.594637479,62010550.96656194 - 05/23 24:00:00,7250504.016314907,0.0,14525006.17052443,0.0,0.0,0.0,0.0,0.0,2585.9205143273909,2545.4374462726007,2548.7175022295216,3068.0959795949518,60468927.37956741,0.0,35233267.594637479,46507913.22492146 - 05/24 01:00:00,20336450.69488288,0.0,27153431.295116787,0.0,3107007.040691583,0.0,13683307.556240166,0.0,2583.822553564898,2543.3723294772187,2546.6497243203668,3065.60682923434,102942221.75867999,0.0,21139960.556782485,23253956.61246073 - 05/24 02:00:00,0.0,0.0,370369.2374275328,0.0,0.0,0.0,0.0,0.0,1291.911276782449,1271.6861647386095,1273.3248621601834,1532.80341461717,19701381.823301816,0.0,14093307.03785499,0.0 - 05/24 03:00:00,7174868.158698926,0.0,15535493.13812785,0.0,0.0,0.0,1291714.3738010259,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,43317183.431682888,0.0,14093307.03785499,0.0 - 05/24 04:00:00,17982396.197475576,0.0,23485481.302962483,0.0,2938186.4489363508,0.0,13061644.415500768,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,76750088.76545279,0.0,14093307.03785499,0.0 - 05/24 05:00:00,13835995.030182152,0.0,12884317.557565177,0.0,2418433.397117283,0.0,8553204.307488937,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,56996633.75371908,0.0,14093307.03785499,0.0 - 05/24 06:00:00,610242.2222804192,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,19941254.808154704,0.0,14093307.03785499,0.0 - 05/24 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,77401258.63503361,0.0,14093307.03785499,15502637.741640486 - 05/24 08:00:00,0.0,166718.4813777683,0.0,3332400.1016259135,0.0,13030629.021596497,0.0,8354669.924755224,20694.908356167132,20370.925705219997,20397.175722208332,24553.718791374915,309660222.86989346,24884417.529355404,56373228.15141996,38756594.35410121 - 05/24 09:00:00,0.0,18275651.175004029,0.0,14474776.561208396,0.0,19672520.75483721,0.0,19019896.015721289,18105.14244376157,17821.703061293498,17844.66814471139,21481.06039374809,270909266.55665239,71442844.50677091,56373228.15141996,38756594.35410121 - 05/24 10:00:00,0.0,11705813.132170558,0.0,4138472.1843662059,0.0,2979593.6639675667,0.0,346701.04886937208,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,193433724.04270209,19170580.0293737,28186614.07570998,0.0 - 05/24 11:00:00,0.0,16922586.64662031,0.0,7267465.938438209,0.0,3495939.7824566166,0.0,1005480.5585817727,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,28691472.926096906,28186614.07570998,0.0 - 05/24 12:00:00,0.0,24562094.311630288,0.0,11909979.512052186,0.0,3785036.602809699,0.0,2621807.7866322586,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,42878918.21312443,28186614.07570998,0.0 - 05/24 13:00:00,0.0,33304156.769109649,0.0,18768303.088682407,0.0,8073828.865248578,0.0,8927158.18255417,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,69073446.9055948,28186614.07570998,0.0 - 05/24 14:00:00,0.0,39425548.89986437,0.0,26441055.903342539,0.0,15481244.852625993,0.0,17514702.162354765,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,98862551.81818767,28186614.07570998,0.0 - 05/24 15:00:00,0.0,32869412.339675815,0.0,24290502.875714303,0.0,16975219.010124387,0.0,18230525.730064908,7741.434961198951,7620.241352718114,7630.060811482959,9184.917072723005,115835955.1132429,92365659.95557942,28186614.07570998,0.0 - 05/24 16:00:00,0.0,27427980.46400127,0.0,21306520.444139787,0.0,17423716.31480907,0.0,17852327.266149794,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,84010544.4890999,28186614.07570998,0.0 - 05/24 17:00:00,0.0,13480690.21398,0.0,7724004.030326366,0.0,10228540.5332627,0.0,8713326.949098554,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,40146561.72666762,35233267.594637479,0.0 - 05/24 18:00:00,0.0,3367161.0795958426,0.0,117458.73521683968,0.0,3653343.3464484608,0.0,746176.3411686117,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,7884139.5024297549,14093307.03785499,0.0 - 05/24 19:00:00,0.0,10252085.181603335,0.0,3272167.9031840299,0.0,13036374.23431001,0.0,10752137.011807098,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,37312764.33090447,63419881.67034747,0.0 - 05/24 20:00:00,0.0,11545808.488188414,0.0,4430668.69932291,0.0,20534215.13288823,0.0,17272239.771966507,10327.407978683552,10165.730480201208,10178.830061519484,12253.075345309817,154530157.9165706,53782932.092366058,63419881.67034747,69761869.8373822 - 05/24 21:00:00,0.0,3757337.3385928806,0.0,0.0,0.0,13610048.432830457,0.0,9312858.054618597,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,26680243.826041938,49326574.63249246,69761869.8373822 - 05/24 22:00:00,0.0,375457.8902673471,0.0,0.0,0.0,8926640.779964239,0.0,5119800.446177836,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,14421899.116409423,35233267.594637479,69761869.8373822 - 05/24 23:00:00,0.0,0.0,0.0,0.0,0.0,5538855.798919207,0.0,681497.6306219964,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,6220353.429541204,35233267.594637479,62010550.96656194 - 05/24 24:00:00,0.0,0.0,3155645.114764612,0.0,0.0,2236892.1986396948,0.0,0.0,2583.9416902834766,2543.489601088243,2546.7671470478314,3065.748180403205,41819452.942526537,2236892.1986396948,35233267.594637479,46507913.22492146 - 05/25 01:00:00,9671728.800388575,0.0,19774322.64204713,0.0,0.0,0.0,2075108.4610790925,0.0,2584.8469712514868,2544.3807097138185,2547.6594039578246,3066.8222617150497,70198513.55141224,0.0,21139960.556782485,23253956.61246073 - 05/25 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413465,19343372.40427021,0.0,14093307.03785499,0.0 - 05/25 03:00:00,0.0,0.0,1025045.118584341,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,20368417.52285455,0.0,14093307.03785499,0.0 - 05/25 04:00:00,3702370.079106264,0.0,10219097.015018626,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,33272128.991028634,0.0,14093307.03785499,0.0 - 05/25 05:00:00,6687177.763028026,0.0,11100078.72526142,0.0,0.0,0.0,368873.10335873047,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,37506791.48855192,0.0,14093307.03785499,0.0 - 05/25 06:00:00,6032035.161451334,0.0,9950322.29218455,0.0,0.0,0.0,2003134.5142544367,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,37333359.16985452,0.0,14093307.03785499,0.0 - 05/25 07:00:00,245469.91524691974,0.0,2566292.179933723,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,22162423.992084385,0.0,14093307.03785499,15502637.741640486 - 05/25 08:00:00,12684113.88420723,0.0,13461123.570012337,0.0,3855627.0668892737,0.0,12966706.69393406,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.44582678517,120370218.80265787,0.0,56373228.15141996,38756594.35410121 - 05/25 09:00:00,13990422.685820802,0.0,20678252.212269986,0.0,7620592.238314235,0.0,15601869.904130802,0.0,12932.244602686838,12729.787900923926,12746.191531936709,15343.614566962919,251397756.00957323,0.0,56373228.15141996,38756594.35410121 - 05/25 10:00:00,5677495.911137907,0.0,9872369.818026226,0.0,6540769.603262664,0.0,11338022.585379215,0.0,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,226862381.9605081,0.0,28186614.07570998,0.0 - 05/25 11:00:00,1600231.694179363,0.0,5300076.521949854,0.0,4316751.891598611,0.0,7880906.644454068,0.0,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,212531690.794884,0.0,28186614.07570998,0.0 - 05/25 12:00:00,5426377.601554235,0.0,9714505.683773272,0.0,6312494.491304232,0.0,11096681.314984328,0.0,7760.233529289669,7638.745625718503,7648.588929127801,9207.220856177182,148667299.2767434,0.0,28186614.07570998,0.0 - 05/25 13:00:00,13351564.46830364,0.0,18627802.80155745,0.0,10025204.252626244,0.0,17033489.5768363,0.0,7760.590633562674,7639.097139457497,7648.940895828125,9207.644546765596,175160644.67553366,0.0,28186614.07570998,0.0 - 05/25 14:00:00,9102524.28031983,0.0,13952628.264692264,0.0,8426203.175709878,0.0,14223715.812107675,0.0,7760.233529289669,7638.745625718503,7648.588929127801,9207.220856177182,161822311.71795703,0.0,28186614.07570998,0.0 - 05/25 15:00:00,8667048.658468232,0.0,13177783.994152395,0.0,8143063.52285878,0.0,13657104.882363415,0.0,7760.590633562674,7639.097139457497,7648.940895828125,9207.644546765596,159767584.6340528,0.0,28186614.07570998,0.0 - 05/25 16:00:00,10669177.686885715,0.0,15239884.964941562,0.0,8310347.9407123909,0.0,14309416.402038355,0.0,18107.211568342558,17823.73979334317,17846.7075012982,21483.51533108009,319469054.0932085,0.0,28186614.07570998,0.0 - 05/25 17:00:00,16039113.374691077,0.0,21379337.50270426,0.0,9626726.178518936,0.0,17113300.266063006,0.0,23281.771900688025,22917.291418372493,22946.822687484375,27622.933640296782,412526228.0506073,0.0,35233267.594637479,0.0 - 05/25 18:00:00,24300725.17984681,0.0,29840904.5052649,0.0,14303986.71561458,0.0,23416466.086684985,0.0,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,362814777.49856796,0.0,14093307.03785499,0.0 - 05/25 19:00:00,10254729.719614841,0.0,13236452.910497947,0.0,418443.81389744809,0.0,5154055.222457584,0.0,18107.211568342558,17823.73979334317,17846.7075012982,21483.51533108009,300003908.7650983,0.0,63419881.67034747,0.0 - 05/25 20:00:00,1871912.9824724585,0.0,6927124.098053135,0.0,0.0,0.0,0.0,0.0,15521.181267125348,15278.194278914994,15297.88179165625,18415.28909353119,241044204.23294563,0.0,63419881.67034747,69761869.8373822 - 05/25 21:00:00,6347891.648895761,0.0,11950831.53112978,0.0,0.0,0.0,0.0,0.0,12934.267979988985,12731.779601876948,12748.185799399696,15346.015226894859,211835618.16940329,0.0,49326574.63249246,69761869.8373822 - 05/25 22:00:00,9832593.206673632,0.0,15346796.625549615,0.0,0.0,0.0,1601745.528620761,0.0,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,181610651.3523462,0.0,35233267.594637479,69761869.8373822 - 05/25 23:00:00,12974574.719837998,0.0,18609013.57941346,0.0,0.0,0.0,6067790.971672642,0.0,7760.03091819748,7638.546186540759,7648.38923295232,9206.98046585044,153765587.7636717,0.0,35233267.594637479,62010550.96656194 - 05/25 24:00:00,17098074.04958759,0.0,22722716.135615618,0.0,1330436.9498236513,0.0,10711175.190768717,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,129271874.65429399,0.0,35233267.594637479,46507913.22492146 - 05/26 01:00:00,24680960.889202909,0.0,30122291.578903986,0.0,10084379.20553962,0.0,19791507.149998134,0.0,2586.676972732493,2546.1820621802537,2549.463077650773,3068.993488616813,123383874.98789385,0.0,21139960.556782485,23253956.61246073 - 05/26 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 05/26 03:00:00,0.0,0.0,2238315.28383895,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413465,21581687.68810916,0.0,14093307.03785499,0.0 - 05/26 04:00:00,2586728.1309415756,0.0,6712949.999612895,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,28643050.53482468,0.0,14093307.03785499,0.0 - 05/26 05:00:00,2241704.831801154,0.0,4384112.772221228,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,25969190.008292594,0.0,14093307.03785499,0.0 - 05/26 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 05/26 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,15502637.741640486 - 05/26 08:00:00,4180366.5775392905,0.0,5034001.595216169,0.0,0.0,0.0,1449109.3559077129,0.0,1292.4234856257434,1272.190354856909,1273.8297019789123,1533.4111308575248,30002154.352611897,0.0,56373228.15141996,38756594.35410121 - 05/26 09:00:00,4236896.875234199,0.0,5597714.838919689,0.0,202369.5862141962,0.0,5287566.517701222,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,92652163.47359313,0.0,56373228.15141996,38756594.35410121 - 05/26 10:00:00,4357770.167849193,0.0,7733742.731813864,0.0,1780057.8366212459,0.0,5675120.869126923,0.0,7751.825070850429,7630.468803264726,7640.301441143494,9197.244541209617,135538115.088697,0.0,28186614.07570998,0.0 - 05/26 11:00:00,6936743.610030291,0.0,9677838.159834948,0.0,4366501.522472722,0.0,8832569.841760755,0.0,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,145845714.07779105,0.0,28186614.07570998,0.0 - 05/26 12:00:00,2677420.100807343,0.0,4922977.039495679,0.0,2761707.7642626569,0.0,5856299.671669301,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,93546020.23175882,0.0,28186614.07570998,0.0 - 05/26 13:00:00,392115.5786231683,0.0,2628768.1655409105,0.0,1541544.0798864468,0.0,4136305.5009497397,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,86026348.98052411,0.0,28186614.07570998,0.0 - 05/26 14:00:00,3829058.996264273,0.0,6146216.863978977,0.0,2970023.5520723045,0.0,6250624.984927703,0.0,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,135227985.3409356,0.0,28186614.07570998,0.0 - 05/26 15:00:00,7251450.29883611,0.0,10076416.582670115,0.0,4512686.7650212929,0.0,8698466.740130762,0.0,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,185285999.62081994,0.0,28186614.07570998,0.0 - 05/26 16:00:00,9904361.279292835,0.0,13472032.271660917,0.0,5334850.142475367,0.0,10741385.601528716,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,232931301.3145998,0.0,28186614.07570998,0.0 - 05/26 17:00:00,17236377.093827677,0.0,21988593.754927994,0.0,8895483.32532958,0.0,16439628.267241575,0.0,15518.693523224205,15275.745481108712,15295.429838324051,18412.33748035551,296768025.2041717,0.0,35233267.594637479,0.0 - 05/26 18:00:00,24251391.871260004,0.0,29451602.226616064,0.0,13927660.073605922,0.0,23121766.214524498,0.0,18107.211568342558,17823.73979334317,17846.7075012982,21483.51533108009,361692647.48463699,0.0,14093307.03785499,0.0 - 05/26 19:00:00,18773321.739697309,0.0,24828437.647360956,0.0,5857789.273114951,0.0,14146408.47761371,0.0,10347.454178083566,10185.462852609999,10198.587861104166,12276.85939568746,218436068.5727336,0.0,63419881.67034747,0.0 - 05/26 20:00:00,8409709.434792728,0.0,15102337.674677944,0.0,0.0,0.0,409649.8825560382,0.0,7760.590633562674,7639.097139457497,7648.940895828125,9207.644546765596,140044280.5682367,0.0,63419881.67034747,69761869.8373822 - 05/26 21:00:00,11937450.290994544,0.0,18701781.56666649,0.0,0.0,0.0,4159179.674429615,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,112213467.24956398,0.0,49326574.63249246,69761869.8373822 - 05/26 22:00:00,15936823.835933555,0.0,22738781.43144227,0.0,0.0,0.0,8601071.939538956,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,124691435.20266588,0.0,35233267.594637479,69761869.8373822 - 05/26 23:00:00,18413382.313378294,0.0,25264004.87600305,0.0,1529065.6142506605,0.0,11317912.737948776,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,133939123.53733188,0.0,35233267.594637479,62010550.96656194 - 05/26 24:00:00,21872399.23411325,0.0,28668370.881252558,0.0,5622403.13362614,0.0,15328639.904063775,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,148906571.14880685,0.0,35233267.594637479,46507913.22492146 - 05/27 01:00:00,28335196.372000085,0.0,34604065.86397145,0.0,12721946.443334608,0.0,23339645.641723698,0.0,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,137708233.31890539,0.0,21139960.556782485,23253956.61246073 - 05/27 02:00:00,0.0,0.0,1009625.2043755839,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,20361993.286500183,0.0,14093307.03785499,0.0 - 05/27 03:00:00,10243183.453899458,0.0,18935051.0280646,0.0,0.0,0.0,3243127.3461454675,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,51773729.91023413,0.0,14093307.03785499,0.0 - 05/27 04:00:00,17489278.533314088,0.0,22601737.436980077,0.0,2801548.4524373349,0.0,12479877.3610461,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,74722756.44253601,0.0,14093307.03785499,0.0 - 05/27 05:00:00,18489217.54788829,0.0,23437415.296512024,0.0,5859545.991522195,0.0,14039472.224413326,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,81175965.71909423,0.0,14093307.03785499,0.0 - 05/27 06:00:00,17926741.792207853,0.0,22676573.836837058,0.0,6192187.969323067,0.0,13889526.992485837,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,80037398.67297842,0.0,14093307.03785499,0.0 - 05/27 07:00:00,13899221.641391108,0.0,18525112.25539685,0.0,3194995.893933651,0.0,9785183.577790153,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,122813985.69701016,0.0,14093307.03785499,15502637.741640486 - 05/27 08:00:00,26389432.363350136,0.0,32647345.632168868,0.0,15528446.535580418,0.0,24060675.93184151,0.0,20691.220063831403,20367.29515378883,20393.540492441087,24549.34277330935,408230935.0030753,0.0,56373228.15141996,38756594.35410121 - 05/27 09:00:00,41814261.17002029,0.0,47781395.10881924,0.0,28688000.46511379,0.0,41823774.9469467,0.0,18104.817555852474,17821.38325956522,17844.34793088595,21480.674926645683,431011836.9135176,0.0,56373228.15141996,38756594.35410121 - 05/27 10:00:00,32002012.69863949,0.0,37380530.97911995,0.0,23665925.612582856,0.0,34075391.02360964,0.0,12933.384863662466,12730.910310901267,12747.315388253866,15344.967443084064,320647541.1351979,0.0,28186614.07570998,0.0 - 05/27 11:00:00,18641519.191920613,0.0,22879074.56200687,0.0,16611669.69143863,0.0,23803103.481577018,0.0,10346.978039052892,10184.994167624674,10198.1185721704,12276.294474902908,236758353.84044627,0.0,28186614.07570998,0.0 - 05/27 12:00:00,12990533.447818164,0.0,16789851.090559327,0.0,12462520.248488944,0.0,18265537.655559079,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,137899911.2502823,0.0,28186614.07570998,0.0 - 05/27 13:00:00,11979210.955804874,0.0,15898754.793907956,0.0,10772464.723881707,0.0,16406023.603131388,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,132447922.88458273,0.0,28186614.07570998,0.0 - 05/27 14:00:00,3708441.572392432,0.0,7361078.359076924,0.0,7017548.365234234,0.0,10785499.731037658,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,106275215.6153562,0.0,28186614.07570998,0.0 - 05/27 15:00:00,1148950.8485823172,0.0,4776233.260013946,0.0,4398287.527003045,0.0,7703479.56899956,0.0,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,134059012.14829119,0.0,28186614.07570998,0.0 - 05/27 16:00:00,4680403.904931576,0.0,7921565.136379112,0.0,4806620.079197228,0.0,8640150.09901447,0.0,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,219482463.2622245,0.0,28186614.07570998,0.0 - 05/27 17:00:00,3814161.8162433237,0.0,6866286.98183002,0.0,2977575.56032147,0.0,6717427.724181795,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,213854124.10221858,0.0,35233267.594637479,0.0 - 05/27 18:00:00,9020460.680232594,0.0,12062061.454768151,0.0,5703424.967810783,0.0,10021370.349541098,0.0,18102.527631398207,17819.12918430547,17842.09095102016,21477.95801869248,307677458.27985146,0.0,14093307.03785499,0.0 - 05/27 19:00:00,1647401.3881363557,0.0,5788262.152895649,0.0,0.0,0.0,0.0,0.0,18102.527631398207,17819.12918430547,17842.09095102016,21477.95801869248,278305804.36853078,0.0,63419881.67034747,0.0 - 05/27 20:00:00,0.0,0.0,1137751.9205481625,0.0,0.0,451149.94375918756,0.0,0.0,10346.707890929973,10184.728248721014,10197.852310603092,12275.973954467252,155956696.57754494,451149.94375918756,63419881.67034747,69761869.8373822 - 05/27 21:00:00,0.0,0.0,6890677.335207082,0.0,0.0,270639.7671387525,0.0,0.0,10346.707890929973,10184.728248721014,10197.852310603092,12275.973954467252,161709621.99220387,270639.7671387525,49326574.63249246,69761869.8373822 - 05/27 22:00:00,4238847.268933561,0.0,9625996.089604024,0.0,0.0,0.0,0.0,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,91279601.35428868,0.0,35233267.594637479,69761869.8373822 - 05/27 23:00:00,6033956.043926518,0.0,11373251.67270527,0.0,0.0,0.0,0.0,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,94821965.71238289,0.0,35233267.594637479,62010550.96656194 - 05/27 24:00:00,11617625.689947349,0.0,17037043.216404756,0.0,0.0,0.0,4867650.57774625,0.0,2586.4025079789255,2545.911894223604,2549.192561555136,3068.6678466636687,72222948.80161515,0.0,35233267.594637479,46507913.22492146 - 05/28 01:00:00,20848099.109519118,0.0,26180232.48721444,0.0,5662610.253186658,0.0,16383676.503590644,0.0,2586.4025079789255,2545.911894223604,2549.192561555136,3068.6678466636687,107775247.67102766,0.0,21139960.556782485,23253956.61246073 - 05/28 02:00:00,0.0,0.0,263069.94405225259,0.0,0.0,0.0,0.0,0.0,1292.3024824443149,1272.0712460028595,1273.7104396409469,1533.2675652017356,19599936.183895738,0.0,14093307.03785499,0.0 - 05/28 03:00:00,6351802.158095273,0.0,13558065.154171495,0.0,0.0,0.0,543904.7891121007,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,39796524.86289968,0.0,14093307.03785499,0.0 - 05/28 04:00:00,14666840.277223286,0.0,19161472.52935497,0.0,645819.6826632602,0.0,9862681.10882648,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,63667826.18394229,0.0,14093307.03785499,0.0 - 05/28 05:00:00,11724698.883453746,0.0,10291101.759266846,0.0,1970259.6342744858,0.0,6575785.324508655,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,49892858.18737801,0.0,14093307.03785499,0.0 - 05/28 06:00:00,621716.150647288,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,19968424.747011328,0.0,14093307.03785499,0.0 - 05/28 07:00:00,208324.80323812049,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,77595159.18869427,0.0,14093307.03785499,15502637.741640486 - 05/28 08:00:00,13704570.720834077,0.0,11837237.403074865,0.0,1470924.8795407916,0.0,9055713.051710194,0.0,20694.828767982373,20370.84736300312,20397.097279039517,24553.624363031773,345727478.0381643,0.0,56373228.15141996,38756594.35410121 - 05/28 09:00:00,9014606.091212396,0.0,10417791.361547782,0.0,4017177.7416933674,0.0,8038774.728947276,0.0,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,302295563.5831837,0.0,56373228.15141996,38756594.35410121 - 05/28 10:00:00,0.0,9303499.455330357,0.0,0.0,0.0,0.0,0.0,0.0,12915.303609187558,12713.112121838218,12729.494264407587,15323.514724853505,193253128.99303273,9303499.455330357,28186614.07570998,0.0 - 05/28 11:00:00,0.0,20950047.27768692,0.0,2377440.8136419139,0.0,0.0,0.0,0.0,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,23327488.091328835,28186614.07570998,0.0 - 05/28 12:00:00,0.0,23799672.643905187,0.0,6922489.45674067,0.0,0.0,0.0,0.0,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,30722162.100645856,28186614.07570998,0.0 - 05/28 13:00:00,0.0,28736103.814242387,0.0,12176424.3549783,0.0,3925745.6834697995,0.0,3499264.179643441,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,48337538.032333929,28186614.07570998,0.0 - 05/28 14:00:00,0.0,36305567.80276872,0.0,20757752.751607676,0.0,12655411.986041017,0.0,14402906.63881534,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,84121639.17923276,28186614.07570998,0.0 - 05/28 15:00:00,0.0,38218310.04027096,0.0,27032384.504625698,0.0,21375731.496923344,0.0,23544471.4472697,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,110170897.4890897,28186614.07570998,0.0 - 05/28 16:00:00,0.0,37088729.03215869,0.0,31525679.42872569,0.0,27712791.53307978,0.0,29963755.311273833,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,126290955.30523798,28186614.07570998,0.0 - 05/28 17:00:00,0.0,33375674.544975625,0.0,29499870.792158709,0.0,28819040.369050486,0.0,32515949.299151079,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,124210535.0053359,35233267.594637479,0.0 - 05/28 18:00:00,0.0,28644663.122369667,0.0,27545662.0422526,0.0,27057529.60999506,0.0,31778811.08018639,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,115026665.85480371,14093307.03785499,0.0 - 05/28 19:00:00,0.0,29915361.146941857,0.0,32079235.196637744,0.0,31590039.536638045,0.0,37028456.3986549,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,130613092.27887255,63419881.67034747,0.0 - 05/28 20:00:00,0.0,23499251.30655307,0.0,19863620.307386105,0.0,29087740.751425968,0.0,30711750.687498385,10327.407978683552,10165.730480201208,10178.830061519484,12253.075345309817,154530157.9165706,103162363.05286353,63419881.67034747,69761869.8373822 - 05/28 21:00:00,0.0,10912249.67078325,0.0,6081127.267278677,0.0,19197858.29437168,0.0,17580150.133566407,10345.79568214947,10183.830320739144,10196.953225549367,12274.891653570337,154805295.17522998,53771385.36600001,49326574.63249246,69761869.8373822 - 05/28 22:00:00,0.0,3267763.6899100735,0.0,0.0,0.0,12935862.86541703,0.0,9554523.985380574,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,25758150.540707675,35233267.594637479,69761869.8373822 - 05/28 23:00:00,0.0,664049.1359422135,0.0,0.0,0.0,10427092.450934049,0.0,6642820.722633077,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,17733962.309509338,35233267.594637479,62010550.96656194 - 05/28 24:00:00,0.0,0.0,0.0,0.0,0.0,3889647.927502243,0.0,336572.86225534157,2586.744509763223,2546.2485419061688,2549.5296430426,3069.073618725727,38705746.728375788,4226220.789757584,35233267.594637479,46507913.22492146 - 05/29 01:00:00,2810234.373111414,0.0,8297475.821527226,0.0,0.0,0.0,0.0,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,49809033.98844613,0.0,21139960.556782485,23253956.61246073 - 05/29 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 05/29 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.426797998898,1273.177960187695,1274.8185799399697,1534.6015226894859,19353689.498937776,0.0,14093307.03785499,0.0 - 05/29 04:00:00,0.0,0.0,3924468.3156714218,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,23278157.814609197,0.0,14093307.03785499,0.0 - 05/29 05:00:00,1217074.4250057177,0.0,1926935.7047334023,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,22494324.788497524,0.0,14093307.03785499,0.0 - 05/29 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.139858478034,19347867.2019642,0.0,14093307.03785499,0.0 - 05/29 07:00:00,0.0,0.0,0.0,189129.70492746566,0.0,5453184.908072021,0.0,208242.2308062733,5169.693942502973,5088.761419427636,5095.318807915649,6133.644523430099,77354707.29579488,5850556.84380576,14093307.03785499,15502637.741640486 - 05/29 08:00:00,0.0,17510814.058267677,0.0,26153413.22720438,0.0,33867615.216033447,0.0,33624200.10091971,20643.826563197203,20320.643607248312,20346.828830621223,24493.11219392801,308895880.3019811,111156042.60242522,56373228.15141996,38756594.35410121 - 05/29 09:00:00,0.0,33924296.836683649,0.0,30642824.58717734,0.0,33132329.260488817,0.0,36251678.08631594,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,133951128.77066575,56373228.15141996,38756594.35410121 - 05/29 10:00:00,0.0,32037423.32490179,0.0,20976250.00174322,0.0,17668367.710429096,0.0,18911243.707402383,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,89593284.74447647,28186614.07570998,0.0 - 05/29 11:00:00,0.0,41423841.136130038,0.0,25267035.0339429,0.0,15950511.285267812,0.0,17822522.096253776,10271.933697446557,10111.124659185693,10124.153875330092,12187.257228205619,153700090.05660466,100463909.55159453,28186614.07570998,0.0 - 05/29 12:00:00,0.0,47152885.61576323,0.0,29841347.088056096,0.0,14861894.400825182,0.0,18523173.756286194,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,110379300.8609307,28186614.07570998,0.0 - 05/29 13:00:00,0.0,53536850.571773547,0.0,36041373.12473081,0.0,19239603.457141766,0.0,25419284.113909224,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,134237111.26755537,28186614.07570998,0.0 - 05/29 14:00:00,0.0,57673634.786726508,0.0,42388034.76788633,0.0,27671779.045976238,0.0,34929323.63642436,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,162662772.23701344,28186614.07570998,0.0 - 05/29 15:00:00,0.0,58834978.7849667,0.0,48928919.41234765,0.0,37531906.11573058,0.0,44997479.512865219,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,190293283.82591016,28186614.07570998,0.0 - 05/29 16:00:00,0.0,56583094.79430954,0.0,53558907.3034116,0.0,45238473.35458496,0.0,52586292.48833431,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,207966767.94064043,28186614.07570998,0.0 - 05/29 17:00:00,0.0,56277095.85242132,0.0,54925476.620774287,0.0,50037036.236982438,0.0,60131688.26883474,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,221371296.9790128,35233267.594637479,0.0 - 05/29 18:00:00,0.0,49536146.02942195,0.0,51189651.90508165,0.0,45535476.03943352,0.0,56485273.41202325,17882.602145924335,17602.646673333755,17625.329480237142,21217.024825249617,267579371.24908144,202746547.38596038,14093307.03785499,0.0 - 05/29 19:00:00,0.0,48632481.73567254,0.0,54949144.29585686,0.0,47582305.755887668,0.0,58928969.96104909,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,210092901.74846614,63419881.67034747,0.0 - 05/29 20:00:00,0.0,39995685.27621219,0.0,37915467.16514063,0.0,42452271.42549176,0.0,48506021.544427979,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,168869445.41127257,63419881.67034747,69761869.8373822 - 05/29 21:00:00,0.0,33096808.91089611,0.0,29805612.27870941,0.0,36661499.31236513,0.0,41105617.82029261,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,140669538.32226328,49326574.63249246,69761869.8373822 - 05/29 22:00:00,0.0,26834306.857916275,0.0,23733163.5808034,0.0,30998767.782878058,0.0,34228815.86160267,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,115795054.0832004,35233267.594637479,69761869.8373822 - 05/29 23:00:00,0.0,20795019.96897799,0.0,17541514.079269019,0.0,25754770.5122841,0.0,27577838.038341308,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,91669142.59887243,35233267.594637479,62010550.96656194 - 05/29 24:00:00,0.0,13136016.837076219,0.0,9750394.992202454,0.0,18979266.060733208,0.0,19080073.329821834,2583.0607218375118,2542.6224243676444,2545.898852881517,3064.7029449707008,38650625.798606548,60945751.21983371,35233267.594637479,46507913.22492146 - 05/30 01:00:00,0.0,749989.5431897206,0.0,0.0,0.0,6811578.972373484,0.0,3973571.931979251,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,38686744.80854042,11535140.447542455,21139960.556782485,23253956.61246073 - 05/30 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 05/30 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 05/30 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 05/30 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 05/30 06:00:00,0.0,0.0,0.0,4567085.904593099,0.0,7527499.479822807,0.0,2871017.796375137,1292.4234856257434,1272.190354856909,1273.8297019789123,1533.4111308575248,19338676.82394872,14965603.18079104,14093307.03785499,0.0 - 05/30 07:00:00,0.0,20875489.532594917,0.0,28312074.399828376,0.0,30567733.422069163,0.0,31360488.151272037,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,111115785.50576447,14093307.03785499,15502637.741640486 - 05/30 08:00:00,0.0,44214511.547996629,0.0,46433732.52068472,0.0,48542048.87246832,0.0,55532615.09627508,20620.265017957285,20297.450922394528,20323.606259625776,24465.157319900325,308543326.2715605,194722908.03742475,56373228.15141996,38756594.35410121 - 05/30 09:00:00,0.0,51298025.61664521,0.0,47171408.68029757,0.0,45566378.87574886,0.0,52901381.149446729,18005.887330720616,17724.00180556322,17746.840990940946,21363.297990925585,269424101.2253413,196937194.32213835,56373228.15141996,38756594.35410121 - 05/30 10:00:00,0.0,48560727.93952875,0.0,37403067.54058987,0.0,29050429.04518346,0.0,34251697.8091053,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,149265922.3344074,28186614.07570998,0.0 - 05/30 11:00:00,0.0,56740404.68318829,0.0,40758416.9901245,0.0,26115929.99649155,0.0,31715043.865291563,10229.15447329596,10069.01515176963,10081.990105515695,12136.501311734313,153059979.75233615,155329795.5350959,28186614.07570998,0.0 - 05/30 12:00:00,0.0,61343910.4708836,0.0,44213809.990232277,0.0,24005461.53330415,0.0,31168333.0151281,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,160731515.00954814,28186614.07570998,0.0 - 05/30 13:00:00,0.0,67497005.88339478,0.0,50188294.999373998,0.0,28102320.98671098,0.0,37725165.701722,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,183512787.57120178,28186614.07570998,0.0 - 05/30 14:00:00,0.0,69757505.98161009,0.0,55311140.677018519,0.0,35777504.530083779,0.0,46073233.03113144,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,206919384.2198438,28186614.07570998,0.0 - 05/30 15:00:00,0.0,67785681.41029255,0.0,58614414.249751437,0.0,43314101.42530951,0.0,53174770.34367511,7625.418095188231,7506.0407523877179,7515.713052022824,9047.267489837323,114099981.80196993,222888967.4290286,28186614.07570998,0.0 - 05/30 16:00:00,0.0,62708827.45670025,0.0,60027414.98013681,0.0,48714779.20898382,0.0,57984146.98328937,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,229435168.62911026,28186614.07570998,0.0 - 05/30 17:00:00,0.0,61543435.27788602,0.0,60769017.43683087,0.0,52541070.29134683,0.0,64202877.54101142,12709.030158647052,12510.067920646197,12526.18842003804,15078.779149728869,190166636.33661659,239056400.54707516,35233267.594637479,0.0 - 05/30 18:00:00,0.0,54682435.43474641,0.0,56946446.67976534,0.0,48059636.6644042,0.0,60489700.32141599,17839.426914306743,17560.147358021466,17582.77540021926,21165.799061035257,266933335.44089783,220178219.10033194,14093307.03785499,0.0 - 05/30 19:00:00,0.0,55838946.086829,0.0,62448700.19596989,0.0,52533768.537423,0.0,65636286.77475026,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,236457701.59497214,63419881.67034747,0.0 - 05/30 20:00:00,0.0,47014413.847277458,0.0,45165962.10066025,0.0,48033662.42046571,0.0,55741584.733677949,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,195955623.10208137,63419881.67034747,69761869.8373822 - 05/30 21:00:00,0.0,34339001.343404199,0.0,30996540.500098666,0.0,37685085.70457133,0.0,42250572.52333355,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,145271200.07140775,49326574.63249246,69761869.8373822 - 05/30 22:00:00,0.0,26224109.90762293,0.0,22897762.198175946,0.0,30911582.630152964,0.0,33730971.507267188,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,113764426.24321902,35233267.594637479,69761869.8373822 - 05/30 23:00:00,0.0,20123214.16647297,0.0,16785443.399402676,0.0,25907670.849924715,0.0,27426289.6814119,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,90242618.09721226,35233267.594637479,62010550.96656194 - 05/30 24:00:00,0.0,11834258.663805409,0.0,8479678.750746109,0.0,18709118.60821846,0.0,18430800.93437857,2581.851994670888,2541.432620050302,2544.707515379871,3063.268836327454,38632539.47914265,57453856.95714855,35233267.594637479,46507913.22492146 - 05/31 01:00:00,0.0,1016958.8958030117,0.0,0.0,0.0,8221808.416089196,0.0,5808115.822240467,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,15046883.134132673,21139960.556782485,23253956.61246073 - 05/31 02:00:00,0.0,0.0,0.0,0.0,0.0,1912492.136907323,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,1912492.136907323,14093307.03785499,0.0 - 05/31 03:00:00,0.0,0.0,0.0,0.0,0.0,214266.98037359667,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,214266.98037359667,14093307.03785499,0.0 - 05/31 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 05/31 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 05/31 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,19352368.0821246,0.0,14093307.03785499,0.0 - 05/31 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,77401258.63503361,0.0,14093307.03785499,15502637.741640486 - 05/31 08:00:00,0.0,0.0,0.0,0.0,0.0,13380423.939831663,0.0,4958490.5456533,20694.82876798237,20370.847363003115,20397.097279039514,24553.62436303177,309659031.9830044,18338914.48548496,56373228.15141996,38756594.35410121 - 05/31 09:00:00,0.0,15573272.663709393,0.0,6753865.418744324,0.0,17876491.53798022,0.0,15682405.916937596,18108.04481164624,17824.559992067494,17847.52875693229,21484.50394245305,270952695.0111567,55886035.53737152,56373228.15141996,38756594.35410121 - 05/31 10:00:00,0.0,13698375.117478023,0.0,0.0,0.0,3199670.9959726019,0.0,10480.374627438145,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,193478672.01964198,16908526.48807806,28186614.07570998,0.0 - 05/31 11:00:00,0.0,23148346.67032347,0.0,4070295.013128957,0.0,1683576.2451626119,0.0,0.0,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,154655231.31104768,28902217.928615039,28186614.07570998,0.0 - 05/31 12:00:00,0.0,29753796.682087114,0.0,9148660.219596347,0.0,982157.4308861015,0.0,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,39884614.33256956,28186614.07570998,0.0 - 05/31 13:00:00,0.0,37995528.3520471,0.0,16004154.804074772,0.0,5703396.397650523,0.0,7082385.359269468,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,66785464.91304186,28186614.07570998,0.0 - 05/31 14:00:00,0.0,43830332.96942605,0.0,24078185.196529155,0.0,15301337.113671488,0.0,17730707.07646311,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,100940562.3560898,28186614.07570998,0.0 - 05/31 15:00:00,0.0,44476654.76208282,0.0,30267328.270519377,0.0,25113023.748168429,0.0,27593027.674786219,7728.03770806621,7607.053836082421,7616.856301386059,9169.021743285599,115635490.51975304,127450034.45555684,28186614.07570998,0.0 - 05/31 16:00:00,0.0,40778890.9116452,0.0,33559196.5461035,0.0,31775182.266427444,0.0,33889643.25533482,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,140002912.97951097,28186614.07570998,0.0 - 05/31 17:00:00,0.0,39781681.78197304,0.0,34914278.274031799,0.0,36516578.39112805,0.0,41333481.94122729,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,152546020.38836018,35233267.594637479,0.0 - 05/31 18:00:00,0.0,31791153.97913138,0.0,29869312.26914344,0.0,31315468.245403164,0.0,36626669.237054217,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,129602603.73073219,14093307.03785499,0.0 - 05/31 19:00:00,0.0,30348848.08486045,0.0,32763394.342465074,0.0,33267085.168409926,0.0,38840917.86365762,18082.722767830943,17799.634369571948,17822.571015228055,21454.460304068038,270573798.44411638,135220245.45939309,63419881.67034747,0.0 - 05/31 20:00:00,0.0,23353193.6812154,0.0,18956904.109454678,0.0,29287681.135979266,0.0,30618211.36960234,10338.830439423453,10176.974120187368,10190.088190083381,12266.627658955578,154701073.47113923,102215990.29625169,63419881.67034747,69761869.8373822 - 05/31 21:00:00,0.0,15398460.848547616,0.0,9908496.34538224,0.0,22448645.7469095,0.0,21853522.114119058,10342.345082397498,10180.433740769997,10193.552268740248,12270.797648682112,154753663.4661235,69609125.05495842,49326574.63249246,69761869.8373822 - 05/31 22:00:00,0.0,9385072.090692336,0.0,4314018.798953735,0.0,17104733.817429034,0.0,15369621.511757115,5171.787190243269,5090.821896984065,5097.3819406077159,6136.128081969782,77386028.79529739,46173446.21883222,35233267.594637479,69761869.8373822 - 05/31 23:00:00,0.0,5840341.619221523,0.0,1099964.1518007348,0.0,13984003.681284406,0.0,11471833.380763725,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,77370009.33915742,32396142.833070388,35233267.594637479,62010550.96656194 - 05/31 24:00:00,0.0,2819022.1311750088,0.0,0.0,0.0,10640459.219415965,0.0,7675130.6001288979,2583.603097553539,2543.156309090657,2546.4334255694886,3065.3464530540138,38658741.42696372,21134611.95071987,35233267.594637479,46507913.22492146 - 06/01 01:00:00,0.0,0.0,0.0,0.0,0.0,2573345.244218854,0.0,124984.39664778701,2580.233370648557,2539.839335888994,2543.112178109299,3061.348400711636,38608319.82729055,2698329.640866641,21139960.556782485,23253956.61246073 - 06/01 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.1628723732729,1267.996442299723,1269.6303851373323,1528.3560758710754,19274924.79245305,0.0,14093307.03785499,0.0 - 06/01 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.6722465640838,1266.5291525156527,1268.161204600612,1526.5875052491575,19252620.39214622,0.0,14093307.03785499,0.0 - 06/01 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,0.0,14093307.03785499,0.0 - 06/01 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,0.0,14093307.03785499,0.0 - 06/01 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,0.0,14093307.03785499,0.0 - 06/01 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,0.0,14093307.03785499,15502637.741640486 - 06/01 08:00:00,0.0,20357561.571970419,0.0,17262726.142251269,0.0,27394242.5841161,0.0,23856629.93692977,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,88871160.23526755,56373228.15141996,38756594.35410121 - 06/01 09:00:00,0.0,29700488.002819044,0.0,26904152.288294227,0.0,28429882.584305657,0.0,31699548.76320438,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,116734071.6386233,56373228.15141996,38756594.35410121 - 06/01 10:00:00,0.0,16545770.308795857,0.0,13855976.755116605,0.0,11056704.301725092,0.0,11768219.974591533,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,53226671.34022908,28186614.07570998,0.0 - 06/01 11:00:00,0.0,41850122.46645125,0.0,36497312.81652995,0.0,22376825.674976879,0.0,27613818.038698283,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,128338078.99665636,28186614.07570998,0.0 - 06/01 12:00:00,0.0,56122990.85740083,0.0,51998508.364848967,0.0,30340131.531465357,0.0,39627829.59238052,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,178089460.34609569,28186614.07570998,0.0 - 06/01 13:00:00,0.0,47939788.239594589,0.0,45520324.08059731,0.0,31320244.524036249,0.0,39748931.88198639,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,164529288.72621454,28186614.07570998,0.0 - 06/01 14:00:00,0.0,55781438.39437823,0.0,49433371.599185857,0.0,35976632.90829561,0.0,45322423.79226726,7591.442815834439,7472.597362370292,7482.226566783864,9006.957117800192,113591605.90603963,186513866.69412697,28186614.07570998,0.0 - 06/01 15:00:00,0.0,64750157.69759538,0.0,59565025.84312533,0.0,45872483.23101765,0.0,56475743.9327345,7567.563776939034,7449.092154283424,7458.691069837249,8978.625549669745,113234301.18262604,226663410.70447285,28186614.07570998,0.0 - 06/01 16:00:00,0.0,57724096.16365878,0.0,57174387.75542059,0.0,44067563.05268201,0.0,53322521.43744939,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,212288568.40921078,28186614.07570998,0.0 - 06/01 17:00:00,0.0,52453779.05098854,0.0,52659716.43798168,0.0,39376128.90881772,0.0,48985484.314964357,22805.423655572766,22448.400493897192,22477.327549194186,27057.764630797905,341240098.7860634,193475108.7127523,35233267.594637479,0.0 - 06/01 18:00:00,0.0,49746189.13572566,0.0,52636892.86759563,0.0,40678881.45957175,0.0,51798208.35248631,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,194860171.81537936,14093307.03785499,0.0 - 06/01 19:00:00,0.0,53206203.5572561,0.0,56305072.81376686,0.0,47833904.94652817,0.0,59305863.85985507,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,216651045.1774062,63419881.67034747,0.0 - 06/01 20:00:00,0.0,60593401.80868341,0.0,59840444.56168128,0.0,58761855.679176229,0.0,70157946.88390884,15250.836190376462,15012.081504775435,15031.426104045648,18094.534979674645,228199963.60393987,249353648.93344978,63419881.67034747,69761869.8373822 - 06/01 21:00:00,0.0,51658615.61220376,0.0,50394209.060977417,0.0,51259955.03133954,0.0,60596930.08987768,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,213909709.7943984,49326574.63249246,69761869.8373822 - 06/01 22:00:00,0.0,41336452.09625448,0.0,39854211.962032567,0.0,42661968.60639064,0.0,49655601.36427749,10229.15447329596,10069.01515176963,10081.990105515695,12136.501311734313,153059979.75233615,173508234.0289552,35233267.594637479,69761869.8373822 - 06/01 23:00:00,0.0,34180963.844611089,0.0,32468141.10354405,0.0,36877533.11621267,0.0,42252743.33606727,7680.907626252055,7560.661584491175,7570.404268643479,9113.103700278929,114930277.8467963,145779381.4004351,35233267.594637479,62010550.96656194 - 06/01 24:00:00,0.0,28003001.34673413,0.0,26341151.96218171,0.0,30985842.837272299,0.0,35110448.81281007,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,120440444.95899822,35233267.594637479,46507913.22492146 - 06/02 01:00:00,0.0,15700087.71402943,0.0,14354969.531658739,0.0,18829673.989206833,0.0,20699719.944707715,2562.6938725460224,2522.574421901245,2525.8250165176834,3040.5384557367817,38345874.360126238,69584451.17960271,21139960.556782485,23253956.61246073 - 06/02 02:00:00,0.0,5651245.192531016,0.0,4414846.415861893,0.0,8884656.711554066,0.0,8834443.12124839,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,27785191.44119536,14093307.03785499,0.0 - 06/02 03:00:00,0.0,3053503.4017023409,0.0,1361999.308596835,0.0,6923994.757559212,0.0,6325146.595174646,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,17664644.063033035,14093307.03785499,0.0 - 06/02 04:00:00,0.0,1387587.3598512593,0.0,0.0,0.0,5862967.150643779,0.0,4905641.913387387,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,12156196.423882425,14093307.03785499,0.0 - 06/02 05:00:00,0.0,1042588.2977782664,0.0,425928.5310276759,0.0,5383980.552090663,0.0,3992690.1241349356,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,10845187.505031541,14093307.03785499,0.0 - 06/02 06:00:00,0.0,12852628.6356299,0.0,16620212.001831126,0.0,14155787.398510185,0.0,15227691.619232245,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,58856319.65520346,14093307.03785499,0.0 - 06/02 07:00:00,0.0,43612588.92174942,0.0,48479836.66042832,0.0,39220985.509281847,0.0,47609906.39851416,1277.3287247088813,1257.3319052381258,1258.9521057312246,1515.5017732321158,19112812.232077253,178923317.48997373,14093307.03785499,15502637.741640486 - 06/02 08:00:00,0.0,78557450.35343233,0.0,80064620.06129697,0.0,70685210.66173336,0.0,86736391.58320067,1272.453719511863,1252.533219156898,1254.1472360531896,1509.7177656562424,19039866.985361495,316043672.6596633,56373228.15141996,38756594.35410121 - 06/02 09:00:00,0.0,91335780.28195876,0.0,88195765.94582314,0.0,73319455.48332274,0.0,90466108.5688792,5067.871923460614,4988.533443088266,4994.961677598708,6012.836584621757,75831133.06356964,343317110.2799838,56373228.15141996,38756594.35410121 - 06/02 10:00:00,0.0,86516932.39988229,0.0,76200171.15179774,0.0,53333222.145701069,0.0,67757599.14813362,7578.600145674574,7459.955746607577,7469.568661008936,8991.71977989037,113399439.59945324,283807924.8455147,28186614.07570998,0.0 - 06/02 11:00:00,0.0,88473346.7617577,0.0,79148895.94170133,0.0,50479934.890788849,0.0,65207947.68502083,7553.923122536451,7435.665046870175,7445.246660225623,8962.44143391687,113030194.54877684,283310125.2792687,28186614.07570998,0.0 - 06/02 12:00:00,0.0,92030187.12210378,0.0,78975867.48422456,0.0,47338022.2871573,0.0,63646465.293333787,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,281990542.18681946,28186614.07570998,0.0 - 06/02 13:00:00,0.0,92716203.17036896,0.0,80315343.99372372,0.0,50094042.631357397,0.0,68413580.69962901,5018.536975648164,4939.970843087245,4946.3364997309049,5954.3025522730199,75092928.73466161,291539170.49507907,28186614.07570998,0.0 - 06/02 14:00:00,0.0,99520324.29213183,0.0,89218222.36347273,0.0,61326231.52010641,0.0,81802793.61331842,7515.465696968707,7397.8096794739199,7407.342512324661,8916.813166490925,112454751.79892956,331867571.78902938,28186614.07570998,0.0 - 06/02 15:00:00,0.0,98312895.41486228,0.0,93417067.36290291,0.0,72064974.6167396,0.0,92189612.51178196,10020.620929291608,9863.746239298562,9876.456683099546,11889.0842219879,149939669.06523944,355984549.9062867,28186614.07570998,0.0 - 06/02 16:00:00,0.0,92263398.01084762,0.0,93205756.44601575,0.0,75331022.58234892,0.0,90784799.76126215,12570.380444341201,12373.58879348288,12389.53342558924,14914.276556289944,188092005.19093175,351584976.80047449,28186614.07570998,0.0 - 06/02 17:00:00,0.0,88010152.45134223,0.0,90322526.7180879,0.0,73771096.26991326,0.0,92084412.90732944,15055.610926944493,14819.91252926173,14839.009499192713,17862.90765681906,225278786.20398478,344188188.3466728,35233267.594637479,0.0 - 06/02 18:00:00,0.0,78961132.4086725,0.0,83761194.89878673,0.0,66415394.81492257,0.0,85317010.35005921,17598.53262207768,17323.024310876033,17345.346795824935,20879.98717880592,263328807.26730443,314454732.47244098,14093307.03785499,0.0 - 06/02 19:00:00,0.0,81056192.14991385,0.0,88760462.72701508,0.0,72532015.04876384,0.0,91938746.81965867,10090.085035918712,9932.1228723779,9944.921426449666,11971.500732892993,150979068.24350138,334287416.74535146,63419881.67034747,0.0 - 06/02 20:00:00,0.0,75452084.84255532,0.0,75489396.1972053,0.0,71339080.58305075,0.0,86386447.23894535,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,308667008.8617567,63419881.67034747,69761869.8373822 - 06/02 21:00:00,0.0,62358188.9828735,0.0,61656770.91876181,0.0,60044271.01866118,0.0,72215798.96974448,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,256275029.89004097,49326574.63249246,69761869.8373822 - 06/02 22:00:00,0.0,57933038.92818481,0.0,57722399.77143152,0.0,55558085.96142414,0.0,66981180.79697426,5075.891774653108,4996.427742014239,5002.866149134601,6022.351831925111,75951134.99181742,238194705.45801474,35233267.594637479,69761869.8373822 - 06/02 23:00:00,0.0,53256541.982470188,0.0,53159620.97527211,0.0,51186098.81168951,0.0,61609731.844029579,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,219211993.61346139,35233267.594637479,62010550.96656194 - 06/02 24:00:00,0.0,43422230.74782392,0.0,43139415.715369317,0.0,42564847.58038895,0.0,50806434.22203786,5096.979118373356,5017.184959434706,5023.65011434836,6047.371160295788,76266667.26882796,179932928.26562,35233267.594637479,46507913.22492146 - 06/03 01:00:00,0.0,27889255.29202523,0.0,27585227.541314588,0.0,28158441.36519261,0.0,33203061.819404827,2551.357511998267,2511.4155341926609,2514.651749443322,3027.0882966823558,38176247.132339779,116835986.01793726,21139960.556782485,23253956.61246073 - 06/03 02:00:00,0.0,13686660.29009961,0.0,13199601.81791922,0.0,15293362.25687672,0.0,17402661.74923589,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,59582286.11413144,14093307.03785499,0.0 - 06/03 03:00:00,0.0,10587112.44260816,0.0,9826504.009467155,0.0,13239969.573156175,0.0,14549826.95693947,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,48203412.98217097,14093307.03785499,0.0 - 06/03 04:00:00,0.0,5078215.344679478,0.0,3850973.203058822,0.0,8701753.597663176,0.0,8538607.872267796,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,26169550.01766927,14093307.03785499,0.0 - 06/03 05:00:00,0.0,4587.485540252112,0.0,0.0,0.0,1561024.1975302068,0.0,808693.3765651439,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,2374305.059635603,14093307.03785499,0.0 - 06/03 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 06/03 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,0.0,14093307.03785499,15502637.741640486 - 06/03 08:00:00,0.0,1089082.7260755962,0.0,0.0,0.0,10110009.992674293,0.0,4517063.84865085,20643.826563197203,20320.643607248312,20346.828830621223,24493.11219392801,308895880.3019811,15716156.56740074,56373228.15141996,38756594.35410121 - 06/03 09:00:00,0.0,15921572.19575707,0.0,7707194.8634809129,0.0,16581270.5466137,0.0,14582656.323944524,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,54792693.92979621,56373228.15141996,38756594.35410121 - 06/03 10:00:00,0.0,8172608.70283705,0.0,1121947.459650582,0.0,547206.3013234767,0.0,0.0,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,9841762.463811107,28186614.07570998,0.0 - 06/03 11:00:00,0.0,19877179.425266096,0.0,12198061.04278448,0.0,5315236.885499116,0.0,3296251.9506752497,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,40686729.30422494,28186614.07570998,0.0 - 06/03 12:00:00,0.0,16645466.364659388,0.0,8815370.65488172,0.0,3491305.774380507,0.0,2243661.3151805649,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,31195804.109102183,28186614.07570998,0.0 - 06/03 13:00:00,0.0,11507556.857041359,0.0,5719768.634184584,0.0,2721876.7775695726,0.0,834593.5719208128,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,20783795.84071633,28186614.07570998,0.0 - 06/03 14:00:00,0.0,18531560.343386987,0.0,13038372.792353403,0.0,5922860.59999143,0.0,5314332.384565612,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,42807126.12029743,28186614.07570998,0.0 - 06/03 15:00:00,0.0,11129506.85030764,0.0,6730085.108312897,0.0,5048134.351460729,0.0,3337854.6120199274,7722.115740063311,7601.224577593351,7611.019531302445,9161.995554305577,115546879.45175286,26245580.922101194,28186614.07570998,0.0 - 06/03 16:00:00,0.0,16417147.704810005,0.0,13169288.195025394,0.0,10325128.861091262,0.0,9811550.036153686,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,49723114.79708035,28186614.07570998,0.0 - 06/03 17:00:00,0.0,10970774.116768972,0.0,7941511.876949982,0.0,9849054.033401601,0.0,9251491.430470651,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,38012831.457591209,35233267.594637479,0.0 - 06/03 18:00:00,0.0,5005522.448444983,0.0,2888606.7116309048,0.0,6182053.796268357,0.0,5155868.281788549,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,19232051.238132795,14093307.03785499,0.0 - 06/03 19:00:00,0.0,13075096.033521198,0.0,12700800.328834463,0.0,17983821.69695107,0.0,19129422.004494125,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,62889140.06380085,63419881.67034747,0.0 - 06/03 20:00:00,0.0,15578266.203432106,0.0,11702252.967985612,0.0,23369014.469111705,0.0,23226914.937672557,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,73876448.57820197,63419881.67034747,69761869.8373822 - 06/03 21:00:00,0.0,5539833.856058046,0.0,1011363.0463552449,0.0,14170577.706199212,0.0,11576796.194922567,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,32298570.80353507,49326574.63249246,69761869.8373822 - 06/03 22:00:00,0.0,0.0,0.0,0.0,0.0,6502862.270031778,0.0,2208720.7593879436,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,77411493.45675157,8711583.029419722,35233267.594637479,69761869.8373822 - 06/03 23:00:00,0.0,0.0,0.0,0.0,0.0,1276592.7153874976,0.0,0.0,5173.707191995593,5092.71184075078,5099.274319759878,6138.406090757943,77414757.9957511,1276592.7153874976,35233267.594637479,62010550.96656194 - 06/03 24:00:00,3539620.4576632746,0.0,10867532.138819479,0.0,0.0,0.0,0.0,0.0,2586.676972732493,2546.1820621802537,2549.463077650773,3068.993488616813,53111888.76073195,0.0,35233267.594637479,46507913.22492146 - 06/04 01:00:00,17047843.884125588,0.0,22804723.016347708,0.0,1444935.1775117915,0.0,9446343.93948956,0.0,2585.9205143273909,2545.4374462726007,2548.7175022295216,3068.0959795949518,89437263.21020271,0.0,21139960.556782485,23253956.61246073 - 06/04 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,19342752.761520819,0.0,14093307.03785499,0.0 - 06/04 03:00:00,4616073.567753319,0.0,11442926.774640222,0.0,0.0,0.0,0.0,0.0,1292.3024824443147,1272.0712460028595,1273.7104396409469,1533.2675652017356,35395866.58223703,0.0,14093307.03785499,0.0 - 06/04 04:00:00,10372644.709138086,0.0,15067359.981901385,0.0,0.0,0.0,6148991.172686184,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,50931748.62524647,0.0,14093307.03785499,0.0 - 06/04 05:00:00,6868344.449951969,0.0,5408819.001200934,0.0,0.0,0.0,2704434.214059269,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,34312610.25108646,0.0,14093307.03785499,0.0 - 06/04 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,19352368.0821246,0.0,14093307.03785499,0.0 - 06/04 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,77411493.45675157,0.0,14093307.03785499,15502637.741640486 - 06/04 08:00:00,0.0,3912306.719681252,0.0,11909788.232628219,0.0,19977194.11368583,0.0,15830651.78725853,20671.53352226781,20347.916808705944,20374.13717638265,24525.98544322564,309310462.62209537,51629940.85325384,56373228.15141996,38756594.35410121 - 06/04 09:00:00,0.0,26460430.572054864,0.0,22451343.374977106,0.0,25299255.478500837,0.0,26703622.348588997,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,100914651.7741218,56373228.15141996,38756594.35410121 - 06/04 10:00:00,0.0,22620434.050930829,0.0,12165082.122218706,0.0,10760252.185860303,0.0,10217085.847799086,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,55762854.206808928,28186614.07570998,0.0 - 06/04 11:00:00,0.0,32306778.270622877,0.0,17067845.547175714,0.0,9932927.080477165,0.0,9997970.931002472,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,69305521.82927823,28186614.07570998,0.0 - 06/04 12:00:00,0.0,38064313.344266939,0.0,20699671.08615323,0.0,8655542.265161129,0.0,10114766.861095522,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,77534293.5566768,28186614.07570998,0.0 - 06/04 13:00:00,0.0,42581388.588265519,0.0,24636574.547868454,0.0,12251374.144753386,0.0,15483912.82360089,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,94953250.10448824,28186614.07570998,0.0 - 06/04 14:00:00,0.0,47073397.65440692,0.0,31514164.91669677,0.0,20110442.806728297,0.0,24171609.45781911,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,122869614.8356511,28186614.07570998,0.0 - 06/04 15:00:00,0.0,41815257.70814259,0.0,32936755.493579374,0.0,23724603.833055829,0.0,27418370.481147637,7703.950273084917,7583.343494389268,7593.115406497569,9140.442921154216,115275067.5424535,125894987.51592542,28186614.07570998,0.0 - 06/04 16:00:00,0.0,42907581.04174125,0.0,37496686.544716257,0.0,31790712.596925014,0.0,35524269.58994011,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,147719249.77332265,28186614.07570998,0.0 - 06/04 17:00:00,0.0,37615343.555121798,0.0,33800028.33489798,0.0,31940461.823535615,0.0,36574499.49851055,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,139930333.21206595,35233267.594637479,0.0 - 06/04 18:00:00,0.0,21219241.423675743,0.0,17601655.802533438,0.0,18114142.398462237,0.0,19841423.562177369,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,76776463.18684878,14093307.03785499,0.0 - 06/04 19:00:00,0.0,25483284.741255296,0.0,21970468.808528544,0.0,25255375.503905357,0.0,27660258.68872523,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,100369387.74241442,63419881.67034747,0.0 - 06/04 20:00:00,0.0,33032434.02105257,0.0,27654436.957857133,0.0,35690328.86944442,0.0,38778977.14347874,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,135156176.99183286,63419881.67034747,69761869.8373822 - 06/04 21:00:00,0.0,25443834.336291627,0.0,19753907.841884246,0.0,29913088.696791896,0.0,31292105.235277796,10321.913281598601,10160.321803624156,10173.414415310612,12246.556096964005,154447940.15099056,106402936.11024556,49326574.63249246,69761869.8373822 - 06/04 22:00:00,0.0,16086424.952345098,0.0,10414887.828549598,0.0,22345942.595878576,0.0,21637729.359017783,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,70484984.73579106,35233267.594637479,69761869.8373822 - 06/04 23:00:00,0.0,12823996.524074076,0.0,7469645.192304301,0.0,19722189.508086619,0.0,18423913.087566254,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,58439744.312031257,35233267.594637479,62010550.96656194 - 06/04 24:00:00,0.0,9691159.413022254,0.0,5078281.591411006,0.0,16375202.181757676,0.0,14692023.373003707,2579.207931192116,2538.8299498785397,2542.1014914019435,3060.131755939999,38592976.062285359,45836666.55919464,35233267.594637479,46507913.22492146 - 06/05 01:00:00,0.0,109623.90466660804,0.0,0.0,0.0,5139118.665773999,0.0,1538598.8088308653,2581.851994670888,2541.432620050302,2544.707515379871,3063.268836327454,38632539.47914265,6787341.379271472,21139960.556782485,23253956.61246073 - 06/05 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 06/05 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 06/05 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/05 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.139858478034,19347867.2019642,0.0,14093307.03785499,0.0 - 06/05 06:00:00,0.0,0.0,0.0,0.0,0.0,1291607.3134644619,0.0,0.0,1292.4234856257434,1272.190354856909,1273.8297019789123,1533.4111308575248,19338676.82394872,1291607.3134644619,14093307.03785499,0.0 - 06/05 07:00:00,0.0,3076154.3505914376,0.0,12469701.264821634,0.0,20036647.055547827,0.0,14483069.178733504,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,50065571.8496944,14093307.03785499,15502637.741640486 - 06/05 08:00:00,0.0,32522212.866850869,0.0,32826167.664481455,0.0,37681721.86629585,0.0,41116358.83190785,20633.66344953693,20310.639599028316,20336.811931215547,24481.054047519992,308743808.49828287,144146461.229536,56373228.15141996,38756594.35410121 - 06/05 09:00:00,0.0,38316866.24687526,0.0,33678008.03307335,0.0,34706705.2481436,0.0,38659476.91972382,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,145361056.447816,56373228.15141996,38756594.35410121 - 06/05 10:00:00,0.0,34048816.1228721,0.0,23472628.457025507,0.0,18827510.92200611,0.0,20620982.757154269,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,96969938.25905797,28186614.07570998,0.0 - 06/05 11:00:00,0.0,39712691.53492685,0.0,25920827.737517533,0.0,16244855.413831318,0.0,18274317.592976873,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,100152692.27925256,28186614.07570998,0.0 - 06/05 12:00:00,0.0,36321227.08123521,0.0,25923470.00984811,0.0,14196379.637132619,0.0,16750299.185168816,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,93191375.91338474,28186614.07570998,0.0 - 06/05 13:00:00,0.0,35602978.53217611,0.0,27129216.504900576,0.0,15882928.606666467,0.0,19202028.669715886,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,97817152.31345904,28186614.07570998,0.0 - 06/05 14:00:00,0.0,40163819.12127853,0.0,32131663.13920423,0.0,20992770.645908137,0.0,25286344.935895895,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,118574597.84228678,28186614.07570998,0.0 - 06/05 15:00:00,0.0,47209904.09994399,0.0,39931813.73845891,0.0,30401566.789409996,0.0,35676216.659960079,7671.865854971969,7551.7613638272209,7561.492579136771,9102.375983800735,114794984.81425211,153219501.28777299,28186614.07570998,0.0 - 06/05 16:00:00,0.0,29563946.09782779,0.0,25630275.015812626,0.0,25944920.884582379,0.0,26899173.425038067,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,108038315.42326087,28186614.07570998,0.0 - 06/05 17:00:00,0.0,8648576.213031225,0.0,4463094.117992615,0.0,11916407.365405372,0.0,9881452.651910052,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,34909530.34833926,35233267.594637479,0.0 - 06/05 18:00:00,0.0,15382095.952308134,0.0,15962278.585865524,0.0,19514651.057495625,0.0,22089639.671793686,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,72948665.26746297,14093307.03785499,0.0 - 06/05 19:00:00,0.0,25080597.003940647,0.0,30609066.79951787,0.0,31233470.018071563,0.0,36763160.095428708,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,123686293.91695877,63419881.67034747,0.0 - 06/05 20:00:00,0.0,18653362.41022644,0.0,16189408.330240455,0.0,27685474.059909423,0.0,28365566.4379493,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,154655231.31104768,90893811.23832561,63419881.67034747,69761869.8373822 - 06/05 21:00:00,0.0,5792134.415609931,0.0,1716135.831664346,0.0,16373835.609554612,0.0,13743223.129674728,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,154782937.6157136,37625328.98650361,49326574.63249246,69761869.8373822 - 06/05 22:00:00,0.0,0.0,0.0,0.0,0.0,9792629.38606187,0.0,5776605.549516283,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,15569234.935578153,35233267.594637479,69761869.8373822 - 06/05 23:00:00,0.0,0.0,0.0,0.0,0.0,5541386.660031341,0.0,727009.5360076941,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,77411493.45675157,6268396.196039035,35233267.594637479,62010550.96656194 - 06/05 24:00:00,0.0,0.0,5040114.965315771,0.0,0.0,92383.59584122584,0.0,0.0,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,43747493.963191319,92383.59584122584,35233267.594637479,46507913.22492146 - 06/06 01:00:00,12196639.83732582,0.0,17504867.86982321,0.0,0.0,0.0,3320134.7859512369,0.0,2586.676972732493,2546.1820621802537,2549.463077650773,3068.993488616813,71726378.65734947,0.0,21139960.556782485,23253956.61246073 - 06/06 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,19350314.658758403,0.0,14093307.03785499,0.0 - 06/06 03:00:00,0.0,0.0,1022494.0776797041,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,20374862.159804305,0.0,14093307.03785499,0.0 - 06/06 04:00:00,3418526.295296894,0.0,8439074.32017309,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,31209968.697594588,0.0,14093307.03785499,0.0 - 06/06 05:00:00,1401384.491408893,0.0,1969143.6572009903,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,22723401.512797778,0.0,14093307.03785499,0.0 - 06/06 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/06 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,0.0,14093307.03785499,15502637.741640486 - 06/06 08:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,20683.796736723423,20359.98804025155,20386.22396294219,24540.535279061547,309493958.46832337,0.0,56373228.15141996,38756594.35410121 - 06/06 09:00:00,0.0,359544.8645598861,0.0,0.0,0.0,3748999.559715119,0.0,0.0,18093.928798760404,17810.664967996723,17833.615827704773,21467.755832005347,270741475.5352821,4108544.4242750054,56373228.15141996,38756594.35410121 - 06/06 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,0.0,28186614.07570998,0.0 - 06/06 11:00:00,0.0,6496856.805002453,0.0,0.0,0.0,0.0,0.0,0.0,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,6496856.805002453,28186614.07570998,0.0 - 06/06 12:00:00,0.0,5515687.767010368,0.0,0.0,0.0,0.0,0.0,0.0,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,5515687.767010368,28186614.07570998,0.0 - 06/06 13:00:00,0.0,6258146.740939019,0.0,0.0,0.0,0.0,0.0,0.0,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,6258146.740939019,28186614.07570998,0.0 - 06/06 14:00:00,0.0,1642184.103116992,0.0,0.0,0.0,0.0,0.0,0.0,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,1642184.103116992,28186614.07570998,0.0 - 06/06 15:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7749.182165512535,7627.86727310293,7637.696558644552,9194.108834912104,115951877.39581964,0.0,28186614.07570998,0.0 - 06/06 16:00:00,0.0,0.0,5246007.96961945,0.0,0.0,0.0,2907186.4284386218,0.0,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,201315891.79377137,0.0,28186614.07570998,0.0 - 06/06 17:00:00,1979553.0488586317,0.0,6188893.108278991,0.0,0.0,0.0,2926612.0825375488,0.0,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,204257755.63538844,0.0,35233267.594637479,0.0 - 06/06 18:00:00,6055790.144812108,0.0,8747409.390968208,0.0,206832.31448912997,0.0,5603440.364525511,0.0,18072.963962696216,17790.028340352106,17812.9526076591,21442.881854292176,291041248.56879356,0.0,14093307.03785499,0.0 - 06/06 19:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,0.0,63419881.67034747,0.0 - 06/06 20:00:00,0.0,0.0,0.0,0.0,0.0,12964787.988294168,0.0,6284153.581080657,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,154655231.31104768,19248941.569374827,63419881.67034747,69761869.8373822 - 06/06 21:00:00,0.0,0.0,0.0,0.0,0.0,9174963.977424344,0.0,3392502.196543975,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,12567466.17396832,49326574.63249246,69761869.8373822 - 06/06 22:00:00,0.0,0.0,73956.80023470777,0.0,0.0,5217165.974843868,0.0,0.0,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77428664.0960296,5217165.974843868,35233267.594637479,69761869.8373822 - 06/06 23:00:00,0.0,0.0,4202529.064074008,0.0,0.0,2693355.4153579499,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,81576018.68115485,2693355.4153579499,35233267.594637479,62010550.96656194 - 06/06 24:00:00,3688418.6975599129,0.0,9798159.268610623,0.0,0.0,0.0,0.0,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,52187901.759978029,0.0,35233267.594637479,46507913.22492146 - 06/07 01:00:00,13989933.215983347,0.0,18626673.402991728,0.0,0.0,0.0,5019533.876191128,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,76337464.28897369,0.0,21139960.556782485,23253956.61246073 - 06/07 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 06/07 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/07 04:00:00,0.0,0.0,3636306.5576574185,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,22986968.45456116,0.0,14093307.03785499,0.0 - 06/07 05:00:00,1419249.2290831723,0.0,4633898.925950658,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,25403810.051937574,0.0,14093307.03785499,0.0 - 06/07 06:00:00,49866.63089637878,0.0,1065644.7539796585,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,20463378.586840236,0.0,14093307.03785499,0.0 - 06/07 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,0.0,14093307.03785499,15502637.741640486 - 06/07 08:00:00,1803104.7266224402,0.0,2772052.5824703096,0.0,0.0,0.0,0.0,0.0,20671.53352226781,20347.916808705944,20374.13717638265,24525.98544322564,313885619.9311881,0.0,56373228.15141996,38756594.35410121 - 06/07 09:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18072.963962696216,17790.028340352106,17812.9526076591,21442.881854292176,270427776.35399857,0.0,56373228.15141996,38756594.35410121 - 06/07 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,0.0,28186614.07570998,0.0 - 06/07 11:00:00,0.0,13320313.914727537,0.0,0.0,0.0,0.0,0.0,0.0,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,13320313.914727537,28186614.07570998,0.0 - 06/07 12:00:00,0.0,26604429.131315225,0.0,11468259.063624599,0.0,0.0,0.0,0.0,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,38072688.19493982,28186614.07570998,0.0 - 06/07 13:00:00,0.0,34892348.69322405,0.0,19922343.248969806,0.0,7178751.896515876,0.0,7719772.3063146159,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,69713216.14502435,28186614.07570998,0.0 - 06/07 14:00:00,0.0,41474593.13748219,0.0,28557175.51375678,0.0,17749570.511490603,0.0,21385047.295489134,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,109166386.4582187,28186614.07570998,0.0 - 06/07 15:00:00,0.0,39456563.09982246,0.0,30957060.08897788,0.0,24089395.98022331,0.0,27473164.359672619,7696.254851296348,7575.768545864377,7585.530696878346,9131.312596954387,115159920.08757645,121976183.52869627,28186614.07570998,0.0 - 06/07 16:00:00,0.0,35373141.45443344,0.0,30818704.067987846,0.0,25660947.048944989,0.0,28640948.049893068,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,120493740.62125933,28186614.07570998,0.0 - 06/07 17:00:00,0.0,28169622.588086156,0.0,24104312.26161436,0.0,20841173.575022997,0.0,23640787.140961093,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,96755895.56568459,35233267.594637479,0.0 - 06/07 18:00:00,0.0,11545626.931862662,0.0,6610831.746277553,0.0,11007402.27882377,0.0,9694428.020629295,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,38858288.97759327,14093307.03785499,0.0 - 06/07 19:00:00,0.0,14989402.421039634,0.0,10111739.633258827,0.0,19335768.664365423,0.0,18827361.45488969,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,63264272.17355357,63419881.67034747,0.0 - 06/07 20:00:00,0.0,25053578.55443941,0.0,20405345.649151267,0.0,31145920.181276815,0.0,32756599.338093245,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,109361443.72296074,63419881.67034747,69761869.8373822 - 06/07 21:00:00,0.0,18756160.963357718,0.0,14106471.923171064,0.0,25826178.365326134,0.0,26082253.221524575,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,84771064.4733795,49326574.63249246,69761869.8373822 - 06/07 22:00:00,0.0,12507022.293992438,0.0,7166898.357745557,0.0,20159525.218326704,0.0,19159765.299289548,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,58993211.16935424,35233267.594637479,69761869.8373822 - 06/07 23:00:00,0.0,7358245.487304616,0.0,1282509.8208913664,0.0,15955463.921234165,0.0,14068176.514770007,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,38664395.744200158,35233267.594637479,62010550.96656194 - 06/07 24:00:00,0.0,629052.3750077932,0.0,0.0,0.0,10514747.47110648,0.0,7410022.72828766,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,18553822.574401935,35233267.594637479,46507913.22492146 - 06/08 01:00:00,0.0,0.0,0.0,0.0,0.0,177715.4624652391,0.0,0.0,2581.851994670888,2541.432620050302,2544.707515379871,3063.268836327454,38632539.47914265,177715.4624652391,21139960.556782485,23253956.61246073 - 06/08 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 06/08 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/08 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 06/08 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 06/08 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,0.0,14093307.03785499,0.0 - 06/08 07:00:00,0.0,0.0,0.0,0.0,0.0,4132041.8272043827,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,4132041.8272043827,14093307.03785499,15502637.741640486 - 06/08 08:00:00,0.0,31339896.12914163,0.0,36124523.986222,0.0,41848281.69872021,0.0,42948987.39047371,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,152261689.20455755,56373228.15141996,38756594.35410121 - 06/08 09:00:00,0.0,54106288.21016824,0.0,48330811.385429169,0.0,45926938.79854347,0.0,53409036.77326189,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,201773075.16740275,56373228.15141996,38756594.35410121 - 06/08 10:00:00,0.0,50414287.47054012,0.0,38606526.46325261,0.0,29612718.880010379,0.0,35097995.14939731,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,153731527.96320046,28186614.07570998,0.0 - 06/08 11:00:00,0.0,60363227.290781769,0.0,43505709.59098975,0.0,28600485.635730257,0.0,34853464.94703674,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,167322887.4645385,28186614.07570998,0.0 - 06/08 12:00:00,0.0,66450124.6086707,0.0,48903819.79794285,0.0,28299750.143578657,0.0,36745779.01711564,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,180399473.56730784,28186614.07570998,0.0 - 06/08 13:00:00,0.0,75195318.32949038,0.0,57087876.77021469,0.0,35104526.34536673,0.0,46769251.677604269,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,214156973.12267608,28186614.07570998,0.0 - 06/08 14:00:00,0.0,80904807.55330989,0.0,66598634.026605177,0.0,47140593.34559688,0.0,60019793.40675941,7591.442815834439,7472.597362370292,7482.226566783864,9006.957117800192,113591605.90603963,254663828.33227135,28186614.07570998,0.0 - 06/08 15:00:00,0.0,81159495.94338839,0.0,72451971.09892921,0.0,56643481.78811972,0.0,69388701.5395368,7591.442815834439,7472.597362370292,7482.226566783864,9006.957117800192,113591605.90603963,279643650.3699741,28186614.07570998,0.0 - 06/08 16:00:00,0.0,78271545.30325426,0.0,75887304.69005195,0.0,62405037.85806066,0.0,74830878.3466487,17737.551732112148,17459.867050808924,17482.365871595477,21044.92804617615,265408965.7224937,291394766.1980156,28186614.07570998,0.0 - 06/08 17:00:00,0.0,78351411.2237261,0.0,77780128.80556381,0.0,67249479.16203818,0.0,82813609.57556261,22774.32844750332,22417.79208711088,22446.679700351593,27020.871353400573,340774817.7181189,306194628.76689067,35233267.594637479,0.0 - 06/08 18:00:00,0.0,71092070.055892,0.0,73616450.7640596,0.0,62032098.05539992,0.0,78295418.09881693,17737.551732112148,17459.867050808924,17482.365871595477,21044.92804617615,265408965.7224937,285036036.9741684,14093307.03785499,0.0 - 06/08 19:00:00,0.0,72852464.88389334,0.0,80027783.68488729,0.0,66924994.48755972,0.0,83996969.63113716,17792.64222210587,17514.095088904676,17536.663788053254,21110.290809620412,266233290.87126319,303802212.6874775,63419881.67034747,0.0 - 06/08 20:00:00,0.0,64896925.31116503,0.0,63169825.80844342,0.0,63103035.380469959,0.0,74796735.1603319,15343.731709943939,15103.522727654441,15122.985158273543,18204.75196760147,229589969.62850423,265966521.66041029,63419881.67034747,69761869.8373822 - 06/08 21:00:00,0.0,52517072.703221399,0.0,49527567.74444343,0.0,52576555.91463986,0.0,61409083.626861888,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,216030279.98916657,49326574.63249246,69761869.8373822 - 06/08 22:00:00,0.0,44100398.77444333,0.0,41326414.500416669,0.0,45336836.19647019,0.0,52443553.7061568,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,183207203.17748697,35233267.594637479,69761869.8373822 - 06/08 23:00:00,0.0,37424146.54674511,0.0,34612002.67406247,0.0,39849094.67751515,0.0,45550117.55411179,7703.950273084917,7583.343494389268,7593.115406497569,9140.442921154216,115275067.5424535,157435361.45243455,35233267.594637479,62010550.96656194 - 06/08 24:00:00,0.0,29865901.880375737,0.0,26976236.34305987,0.0,33149461.178240245,0.0,37275926.312779139,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,127267525.71445498,35233267.594637479,46507913.22492146 - 06/09 01:00:00,0.0,15443519.768091653,0.0,12455832.785152108,0.0,19739882.241408655,0.0,20656219.07648609,2574.038580021104,2533.741525864451,2537.006510434148,3053.9985181018585,38515626.483917627,68295453.8711385,21139960.556782485,23253956.61246073 - 06/09 02:00:00,0.0,2785561.473469383,0.0,598283.8000422093,0.0,7614294.260909032,0.0,5995746.284167295,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,16993885.818587919,14093307.03785499,0.0 - 06/09 03:00:00,0.0,206956.4273214699,0.0,0.0,0.0,5187144.261490386,0.0,3044431.3377600244,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,8438532.026571881,14093307.03785499,0.0 - 06/09 04:00:00,0.0,0.0,0.0,0.0,0.0,3036640.17968978,0.0,615044.8256937084,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,3651685.0053834884,14093307.03785499,0.0 - 06/09 05:00:00,0.0,4921267.086858109,0.0,11711234.139383575,0.0,13073684.989662152,0.0,11750933.688347014,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,41457119.90425085,14093307.03785499,0.0 - 06/09 06:00:00,0.0,28136618.157045757,0.0,43224967.65524317,0.0,31587726.709152704,0.0,35987527.73300285,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,138936840.25444449,14093307.03785499,0.0 - 06/09 07:00:00,0.0,29940287.595522874,0.0,32303381.592964606,0.0,29048636.16077018,0.0,33475474.918008709,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,124767780.26726637,14093307.03785499,15502637.741640486 - 06/09 08:00:00,0.0,49878094.75582323,0.0,50090468.3553336,0.0,46039718.22891401,0.0,53850715.74163866,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,199858997.0817095,56373228.15141996,38756594.35410121 - 06/09 09:00:00,0.0,73064606.38719218,0.0,69284557.25988993,0.0,59803738.04159188,0.0,71560672.00107493,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,273713573.68974897,56373228.15141996,38756594.35410121 - 06/09 10:00:00,0.0,69852314.46598745,0.0,58045280.110931787,0.0,43685081.36836895,0.0,53778698.917941439,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,225361374.86322964,28186614.07570998,0.0 - 06/09 11:00:00,0.0,79204350.9896136,0.0,62700161.82713622,0.0,42377296.371427599,0.0,53823863.83546744,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,238105673.02364487,28186614.07570998,0.0 - 06/09 12:00:00,0.0,83622511.45806028,0.0,66998730.40669672,0.0,39538520.42285398,0.0,53009680.47896683,5067.871923460614,4988.533443088266,4994.961677598708,6012.836584621757,75831133.06356964,243169442.76657779,28186614.07570998,0.0 - 06/09 13:00:00,0.0,90067239.86781539,0.0,73679134.32484032,0.0,44812344.46639771,0.0,61514115.06179705,5052.400097116383,4973.303831071719,4979.712440672624,5994.479853260247,75599626.39963551,270072833.72085049,28186614.07570998,0.0 - 06/09 14:00:00,0.0,95528549.33331117,0.0,82596445.36879209,0.0,57981369.39355234,0.0,76544752.33352737,7553.923122536451,7435.665046870175,7445.246660225623,8962.44143391687,113030194.54877684,312651116.42918297,28186614.07570998,0.0 - 06/09 15:00:00,0.0,92988877.1263979,0.0,86189606.62857576,0.0,69568886.13515404,0.0,84849479.99811593,10071.897496715268,9914.22006249357,9926.995546967497,11949.92191188916,150706926.06503577,333596849.8882436,28186614.07570998,0.0 - 06/09 16:00:00,0.0,84183472.62671796,0.0,84229632.8624787,0.0,69883675.92490228,0.0,84069805.94822206,12589.871870894085,12392.77507811696,12408.744433709371,14937.402389861449,188383657.58129473,322366587.36232098,28186614.07570998,0.0 - 06/09 17:00:00,0.0,82241205.10465864,0.0,83528604.6206563,0.0,71359076.86154486,0.0,88694603.06991646,15135.127553878068,14898.184308566848,14917.382139674499,17957.25109933949,226468602.36525209,325823489.65677627,35233267.594637479,0.0 - 06/09 18:00:00,0.0,74317263.31786469,0.0,78799595.93550959,0.0,65371621.96150587,0.0,83386173.01414071,17713.366570280356,17436.060512197346,17458.528655829014,21016.23327486711,265047080.44742579,301874654.22902086,14093307.03785499,0.0 - 06/09 19:00:00,0.0,76013631.29715847,0.0,86160194.93852125,0.0,69942074.16539358,0.0,88965494.69466269,10151.783549306216,9992.855484028478,10005.732298269202,12044.703663850221,151902269.98363484,321081395.09573599,63419881.67034747,0.0 - 06/09 20:00:00,0.0,66911043.25640802,0.0,67030095.76653084,0.0,64666200.7074227,0.0,77698766.90873456,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,276306106.63909617,63419881.67034747,69761869.8373822 - 06/09 21:00:00,0.0,56578249.17954386,0.0,55337023.69330425,0.0,55537166.719559449,0.0,66220768.1119606,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,233673207.70436818,49326574.63249246,69761869.8373822 - 06/09 22:00:00,0.0,49355364.438779909,0.0,48346521.52008194,0.0,49147490.0083783,0.0,58352756.134576108,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,205202132.10181625,35233267.594637479,69761869.8373822 - 06/09 23:00:00,0.0,41834264.00486513,0.0,40647359.04407177,0.0,42943839.2389209,0.0,50414763.73758226,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,175840226.02544008,35233267.594637479,62010550.96656194 - 06/09 24:00:00,0.0,31331107.10345904,0.0,29869802.650773724,0.0,33969182.40691678,0.0,39062625.61168753,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,134232717.77283708,35233267.594637479,46507913.22492146 - 06/10 01:00:00,0.0,15898139.328689382,0.0,14352366.812142898,0.0,19921054.542172597,0.0,21670796.699226928,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,71842357.3822318,21139960.556782485,23253956.61246073 - 06/10 02:00:00,0.0,1862867.1372709796,0.0,986681.1868949859,0.0,6581068.612297595,0.0,5288325.472503182,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,14718942.40896674,14093307.03785499,0.0 - 06/10 03:00:00,0.0,0.0,0.0,0.0,0.0,1478475.6707550134,0.0,212419.53817402398,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,1690895.2089290375,14093307.03785499,0.0 - 06/10 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 06/10 05:00:00,0.0,0.0,0.0,4248992.57338031,0.0,5209909.848115051,0.0,2354918.929200314,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,11813821.350695676,14093307.03785499,0.0 - 06/10 06:00:00,0.0,17203521.66055757,0.0,37799055.673184107,0.0,26795040.494443533,0.0,28705060.16276056,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,110502677.99094576,14093307.03785499,0.0 - 06/10 07:00:00,0.0,29403867.674020165,0.0,37241131.57656796,0.0,31500929.90134919,0.0,35658416.385660249,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,133804345.53759755,14093307.03785499,15502637.741640486 - 06/10 08:00:00,0.0,54594091.698685918,0.0,57884275.071990918,0.0,49312484.86875507,0.0,58339881.94596033,20458.30894659192,20138.03030353926,20163.98021103139,24273.002623468627,306119959.5046723,220130733.58539225,56373228.15141996,38756594.35410121 - 06/10 09:00:00,0.0,75299010.2398001,0.0,73121439.77777888,0.0,60042237.694698218,0.0,72949205.9770966,17839.426914306743,17560.147358021466,17582.77540021926,21165.799061035257,266933335.44089783,281411893.68937376,56373228.15141996,38756594.35410121 - 06/10 10:00:00,0.0,68373463.4344639,0.0,59036945.3787204,0.0,44259783.70692581,0.0,55898447.09098776,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,227568639.61109788,28186614.07570998,0.0 - 06/10 11:00:00,0.0,75760419.91122282,0.0,63434405.61506902,0.0,42504518.54598114,0.0,54487259.91290239,10104.800194232766,9946.607662143439,9959.424881345249,11988.959706520494,151199252.79927103,236186603.98517538,28186614.07570998,0.0 - 06/10 12:00:00,0.0,81187839.9262118,0.0,68114082.38527933,0.0,41048121.82517715,0.0,54840335.58351472,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,245190379.72018297,28186614.07570998,0.0 - 06/10 13:00:00,0.0,83700446.38554526,0.0,71661170.34081061,0.0,44790116.039134148,0.0,60296612.8145725,5045.042517959356,4966.06143618895,4972.460713224833,5985.750366446497,75489534.12175069,260448345.5800625,28186614.07570998,0.0 - 06/10 14:00:00,0.0,85947101.45482432,0.0,77529468.42088716,0.0,54004187.652760017,0.0,69613809.05346962,5018.536975648164,4939.970843087245,4946.3364997309049,5954.3025522730199,75092928.73466161,287094566.5819411,28186614.07570998,0.0 - 06/10 15:00:00,0.0,86620895.00207943,0.0,82520537.2157477,0.0,61736620.27989103,0.0,77279760.87344048,7527.805463472247,7409.956264630865,7419.504749596356,8931.45382840953,112639393.10199239,308157813.37115868,28186614.07570998,0.0 - 06/10 16:00:00,0.0,84668081.58898697,0.0,85747696.66254145,0.0,67237259.92433465,0.0,83073424.91867128,12500.46248103342,12304.765408933868,12320.621355084577,14831.321561758,187045814.9045155,320726463.09453436,28186614.07570998,0.0 - 06/10 17:00:00,0.0,82928356.18131553,0.0,84932975.53036449,0.0,69404242.36893834,0.0,87439750.0585426,12546.342439120412,12349.927107718111,12365.84124932726,14885.75638068255,187732321.83665399,324705324.13916096,35233267.594637479,0.0 - 06/10 18:00:00,0.0,71655451.92881128,0.0,76571549.36674436,0.0,61217868.015579137,0.0,78974427.03296042,17683.400339907337,17406.563408751015,17428.993542354183,20980.67948641086,264598692.39872424,288419296.34409525,14093307.03785499,0.0 - 06/10 19:00:00,0.0,80062477.61261149,0.0,90329262.17225962,0.0,71850498.59351059,0.0,91752690.57650906,17683.400339907337,17406.563408751015,17428.993542354183,20980.67948641086,264598692.39872424,333994928.9548907,63419881.67034747,0.0 - 06/10 20:00:00,0.0,76450499.38198245,0.0,77575902.06059924,0.0,71824116.5649606,0.0,87396900.85225067,10151.783549306216,9992.855484028478,10005.732298269202,12044.703663850221,151902269.98363484,313247418.85979297,63419881.67034747,69761869.8373822 - 06/10 21:00:00,0.0,63138988.38901116,0.0,62011604.81155432,0.0,60721753.827573698,0.0,72911087.63035976,10193.958236746712,10034.369918869412,10047.30022869672,12094.742320591577,152533334.53765593,258783434.65849895,49326574.63249246,69761869.8373822 - 06/10 22:00:00,0.0,54488113.25134641,0.0,53470480.39972848,0.0,53300010.70162786,0.0,63625314.37820965,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,224883918.7309124,35233267.594637479,69761869.8373822 - 06/10 23:00:00,0.0,48005274.49259736,0.0,46891875.09980713,0.0,47823095.539746347,0.0,56687213.71037762,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,199407458.84252847,35233267.594637479,62010550.96656194 - 06/10 24:00:00,0.0,39186906.85769654,0.0,37999410.67088707,0.0,40040518.6693781,0.0,46978173.932424779,2557.28861832399,2517.2537879424078,2520.497526378924,3034.1253279335785,38264994.938084039,164205010.13038648,35233267.594637479,46507913.22492146 - 06/11 01:00:00,0.0,21880981.648546477,0.0,20642608.366512829,0.0,24272046.32128172,0.0,27471614.786164158,2565.4182837654495,2525.256181954793,2528.510232292782,3043.770865651462,38386640.02919215,94267251.12250519,21139960.556782485,23253956.61246073 - 06/11 02:00:00,0.0,8642763.6037553,0.0,7441676.686657205,0.0,11850257.676394282,0.0,12376103.015130904,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,40310800.98193769,14093307.03785499,0.0 - 06/11 03:00:00,0.0,4082877.8737286117,0.0,2722507.2887993485,0.0,8010159.218909498,0.0,7505292.532851758,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,22320836.914289219,14093307.03785499,0.0 - 06/11 04:00:00,0.0,3359796.3442328327,0.0,1902244.0062379817,0.0,7184950.038045881,0.0,6607690.351600291,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,19054680.740116989,14093307.03785499,0.0 - 06/11 05:00:00,0.0,8202497.529285749,0.0,12643101.06915435,0.0,12132134.365796926,0.0,12461703.493246574,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,45439436.457483608,14093307.03785499,0.0 - 06/11 06:00:00,0.0,24974384.757675806,0.0,37250585.69047173,0.0,26773983.5330741,0.0,30911238.341464275,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,119910192.32268593,14093307.03785499,0.0 - 06/11 07:00:00,0.0,41013429.08625499,0.0,47100959.31965766,0.0,38735623.25939554,0.0,46452986.37204762,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,173302998.0373558,14093307.03785499,15502637.741640486 - 06/11 08:00:00,0.0,65778823.82686801,0.0,69410543.44940345,0.0,58365212.67128415,0.0,70609731.24983831,20437.2595953421,20117.31048381001,20143.233691699592,24248.02837171385,305804995.71323606,264164311.19739393,56373228.15141996,38756594.35410121 - 06/11 09:00:00,0.0,71619800.46589086,0.0,71686675.13190952,0.0,55607868.885087568,0.0,68258749.79593919,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,267173094.27882717,56373228.15141996,38756594.35410121 - 06/11 10:00:00,0.0,58009927.997055489,0.0,54320960.24843052,0.0,35001603.67609562,0.0,44467521.52990052,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,191800013.45148216,28186614.07570998,0.0 - 06/11 11:00:00,0.0,50315459.083654198,0.0,45593039.0184245,0.0,30791271.916811788,0.0,37856739.31440107,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,164556509.33329157,28186614.07570998,0.0 - 06/11 12:00:00,0.0,36348291.6987038,0.0,33683299.453744437,0.0,23662683.824119957,0.0,28477149.104260595,5096.979118373356,5017.184959434706,5023.65011434836,6047.371160295788,76266667.26882796,122171424.08082879,28186614.07570998,0.0 - 06/11 13:00:00,0.0,44407108.1670502,0.0,39960748.54831111,0.0,24197221.83207531,0.0,30762263.826138319,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,139327342.37357495,28186614.07570998,0.0 - 06/11 14:00:00,0.0,57666603.83409378,0.0,52993139.126522619,0.0,32446671.933452026,0.0,41843491.72386394,5067.871923460614,4988.533443088266,4994.961677598708,6012.836584621757,75831133.06356964,184949906.61793236,28186614.07570998,0.0 - 06/11 15:00:00,0.0,70059675.9441619,0.0,66114917.07712464,0.0,47049234.96771574,0.0,59145731.81381971,7591.442815834439,7472.597362370292,7482.226566783864,9006.957117800192,113591605.90603963,242369559.802822,28186614.07570998,0.0 - 06/11 16:00:00,0.0,62339348.803774718,0.0,63221152.24475541,0.0,51200479.24985693,0.0,62812858.26379539,12652.404693057399,12454.32893728382,12470.37761130644,15011.595196333652,189319343.17673273,239573838.56218244,28186614.07570998,0.0 - 06/11 17:00:00,0.0,62855682.23936927,0.0,64592722.068188358,0.0,56961143.3903938,0.0,70351813.95534924,12631.000242790957,12433.259577679297,12449.281101681561,14986.199633150616,188999065.99908877,254761361.65330065,35233267.594637479,0.0 - 06/11 18:00:00,0.0,54391349.51896973,0.0,58306745.69129446,0.0,48455255.588881958,0.0,61607472.988363038,17737.551732112148,17459.867050808924,17482.365871595477,21044.92804617615,265408965.7224937,222760823.7875092,14093307.03785499,0.0 - 06/11 19:00:00,0.0,57145804.432744149,0.0,64100248.11595608,0.0,54113519.75695154,0.0,67723977.70216517,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,243083550.0078169,63419881.67034747,0.0 - 06/11 20:00:00,0.0,50908421.78049733,0.0,50920512.9405077,0.0,51596425.06080883,0.0,61059059.48626132,10241.210168336072,10080.882112654901,10093.872358191304,12150.804933705236,153240370.46239505,214484419.2680752,63419881.67034747,69761869.8373822 - 06/11 21:00:00,0.0,35776684.2410687,0.0,33752630.552078668,0.0,38313745.17300441,0.0,44119602.80546853,10271.933697446557,10111.124659185693,10124.153875330092,12187.257228205619,153700090.05660466,151962662.77162034,49326574.63249246,69761869.8373822 - 06/11 22:00:00,0.0,25458592.31551327,0.0,23337322.000148789,0.0,29262827.33470325,0.0,32803593.316762158,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,110862334.96712747,35233267.594637479,69761869.8373822 - 06/11 23:00:00,0.0,16876264.95462399,0.0,14378886.755676669,0.0,22224567.333738094,0.0,23676025.78290181,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,77155744.82694055,35233267.594637479,62010550.96656194 - 06/11 24:00:00,0.0,5833911.064501866,0.0,3048112.072266957,0.0,12833906.748946893,0.0,11710516.249989102,2584.8469712514868,2544.3807097138185,2547.6594039578246,3066.8222617150497,38677353.647897448,33426446.13570482,35233267.594637479,46507913.22492146 - 06/12 01:00:00,0.0,0.0,0.0,0.0,0.0,506284.7840025435,0.0,0.0,2586.07537591403,2545.589883472211,2548.870135860023,3068.2797169560687,38695734.4039284,506284.7840025435,21139960.556782485,23253956.61246073 - 06/12 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/12 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 06/12 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 06/12 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609322,19353763.92936834,0.0,14093307.03785499,0.0 - 06/12 06:00:00,0.0,0.0,0.0,2357718.8772994086,0.0,1986077.7585871968,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,4343796.635886605,14093307.03785499,0.0 - 06/12 07:00:00,0.0,13002646.95715532,0.0,25841316.067671829,0.0,24780982.602010717,0.0,23427157.630627015,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,87052103.25746487,14093307.03785499,15502637.741640486 - 06/12 08:00:00,0.0,40909795.03296377,0.0,45346446.3640128,0.0,44432369.13361749,0.0,51257288.77381998,20578.15694939499,20256.00206350083,20282.103989646796,24415.197703914957,307913258.5432473,181945899.30441407,56373228.15141996,38756594.35410121 - 06/12 09:00:00,0.0,47030392.95632687,0.0,45895717.489047158,0.0,41637718.4258024,0.0,48695443.71316216,18005.887330720616,17724.00180556322,17746.840990940946,21363.297990925585,269424101.2253413,183259272.58433859,56373228.15141996,38756594.35410121 - 06/12 10:00:00,0.0,45751713.0317595,0.0,37960559.22452645,0.0,27423523.99327077,0.0,32752996.963336506,12813.469362730111,12612.872109506223,12629.125082588416,15202.692278683908,191729371.80063118,143888793.21289323,28186614.07570998,0.0 - 06/12 11:00:00,0.0,51154842.969813268,0.0,38583602.641935188,0.0,24462119.99699039,0.0,29773896.343377666,10241.210168336072,10080.882112654901,10093.872358191304,12150.804933705236,153240370.46239505,143974461.95211653,28186614.07570998,0.0 - 06/12 12:00:00,0.0,50788218.84096407,0.0,37730202.063052508,0.0,20962034.481902187,0.0,26505705.29857208,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,135986160.68449084,28186614.07570998,0.0 - 06/12 13:00:00,0.0,54476464.88531589,0.0,41093936.62591381,0.0,23782295.146166229,0.0,30879258.057747127,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,150231954.71514309,28186614.07570998,0.0 - 06/12 14:00:00,0.0,60730593.38311607,0.0,49132696.59522073,0.0,31931401.04309849,0.0,40403108.2831307,5096.979118373356,5017.184959434706,5023.65011434836,6047.371160295788,76266667.26882796,182197799.30456598,28186614.07570998,0.0 - 06/12 15:00:00,0.0,61679514.43811855,0.0,54087008.3193992,0.0,39468328.89643339,0.0,48033240.27670311,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,203268091.93065424,28186614.07570998,0.0 - 06/12 16:00:00,0.0,59747006.45685599,0.0,57017635.16776025,0.0,46127787.73817299,0.0,54506674.80157778,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,217399104.16436703,28186614.07570998,0.0 - 06/12 17:00:00,0.0,58465637.24164249,0.0,57090668.082854468,0.0,50153935.41082366,0.0,60725772.13459409,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,226436012.8699147,35233267.594637479,0.0 - 06/12 18:00:00,0.0,49183126.72861424,0.0,50535557.0825912,0.0,43698689.42774579,0.0,54389062.441187757,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,197806435.680139,14093307.03785499,0.0 - 06/12 19:00:00,0.0,48038695.45517247,0.0,53560618.035604167,0.0,45656907.49103379,0.0,56330053.35376316,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,203586274.3355736,63419881.67034747,0.0 - 06/12 20:00:00,0.0,38967909.52197313,0.0,37685048.94402889,0.0,40537481.288536619,0.0,46499197.13306884,10310.132508978642,10148.725461197264,10161.803129812888,12232.578659950163,154271663.13578025,163689636.88760747,63419881.67034747,69761869.8373822 - 06/12 21:00:00,0.0,28631897.97350223,0.0,24856974.446707138,0.0,31949986.891276264,0.0,35099207.838585648,10304.050277421613,10142.738448109898,10155.808401848079,12225.362324380798,154180654.0263374,120538067.1500713,49326574.63249246,69761869.8373822 - 06/12 22:00:00,0.0,21319695.869706125,0.0,17575397.48559534,0.0,25639818.10699379,0.0,27211134.697639355,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,91746046.15993461,35233267.594637479,69761869.8373822 - 06/12 23:00:00,0.0,12520227.153774688,0.0,8548785.628503802,0.0,18503685.123102335,0.0,18007739.12212407,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,57580437.02750489,35233267.594637479,62010550.96656194 - 06/12 24:00:00,0.0,2547216.087263487,0.0,289330.3469319624,0.0,9888887.05175764,0.0,7106983.725907414,2586.07537591403,2545.589883472211,2548.870135860023,3068.2797169560687,38695734.4039284,19832417.2118605,35233267.594637479,46507913.22492146 - 06/13 01:00:00,0.0,0.0,0.0,0.0,0.0,111962.08838024462,0.0,0.0,2586.07537591403,2545.589883472211,2548.870135860023,3068.2797169560687,38695734.4039284,111962.08838024462,21139960.556782485,23253956.61246073 - 06/13 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 06/13 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,19352368.0821246,0.0,14093307.03785499,0.0 - 06/13 04:00:00,0.0,0.0,1753691.4539005899,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,21106059.53602519,0.0,14093307.03785499,0.0 - 06/13 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,19352368.0821246,0.0,14093307.03785499,0.0 - 06/13 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609322,19353763.92936834,0.0,14093307.03785499,0.0 - 06/13 07:00:00,0.0,0.0,0.0,0.0,0.0,3998205.8655984697,0.0,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,77411493.45675157,3998205.8655984697,14093307.03785499,15502637.741640486 - 06/13 08:00:00,0.0,7223997.715901386,0.0,16671719.494007556,0.0,26532615.177886703,0.0,20865864.487598748,20683.796736723423,20359.98804025155,20386.22396294219,24540.535279061543,309493958.46832337,71294196.87539439,56373228.15141996,38756594.35410121 - 06/13 09:00:00,0.0,25500801.272468367,0.0,21454064.76196241,0.0,26245021.16918397,0.0,26768229.955289347,18093.928798760404,17810.664967996723,17833.615827704773,21467.755832005347,270741475.5352821,99968117.15890408,56373228.15141996,38756594.35410121 - 06/13 10:00:00,0.0,20878775.298055937,0.0,9836610.22019462,0.0,10480261.545364548,0.0,8902696.682030008,12919.708451417382,12717.448005441212,12733.835735239158,15328.740902016025,193319039.1388096,50098343.74564511,28186614.07570998,0.0 - 06/13 11:00:00,0.0,26599337.711605986,0.0,10290042.33771791,0.0,6465700.716616506,0.0,4801816.608334437,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,48156897.374274838,28186614.07570998,0.0 - 06/13 12:00:00,0.0,28441568.646137958,0.0,11143576.276361954,0.0,3631856.8206098277,0.0,2725489.857348078,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,45942491.60045782,28186614.07570998,0.0 - 06/13 13:00:00,0.0,35216353.4208654,0.0,17201749.99059996,0.0,7623279.994251582,0.0,8975247.393149479,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,69016630.79886642,28186614.07570998,0.0 - 06/13 14:00:00,0.0,38963163.48875727,0.0,23009388.43326717,0.0,15342224.8940745,0.0,17604923.669915938,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,94919700.48601486,28186614.07570998,0.0 - 06/13 15:00:00,0.0,40118159.59340048,0.0,28880975.470769034,0.0,24195019.15611828,0.0,26485132.84190887,7728.03770806621,7607.053836082421,7616.856301386059,9169.021743285599,115635490.51975304,119679287.06219667,28186614.07570998,0.0 - 06/13 16:00:00,0.0,40533545.20523253,0.0,35022294.22416975,0.0,32766852.23797001,0.0,35535131.52079055,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,143857823.18816284,28186614.07570998,0.0 - 06/13 17:00:00,0.0,44501578.00959808,0.0,40600328.27969325,0.0,40137084.78091949,0.0,46410846.37646648,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,171649837.44667734,35233267.594637479,0.0 - 06/13 18:00:00,0.0,37026794.79129438,0.0,36104618.01354912,0.0,35624350.77148994,0.0,42520571.190448608,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,151276334.76678206,14093307.03785499,0.0 - 06/13 19:00:00,0.0,39707697.31446399,0.0,44671020.09647023,0.0,41055136.01543368,0.0,49261010.804857607,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,174694864.2312255,63419881.67034747,0.0 - 06/13 20:00:00,0.0,30928942.03432943,0.0,28564492.158795619,0.0,35612501.20660332,0.0,38969270.48769283,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,134075205.8874212,63419881.67034747,69761869.8373822 - 06/13 21:00:00,0.0,16652816.68200314,0.0,11271804.619965148,0.0,23905072.503972457,0.0,23367412.208604877,10345.79568214947,10183.830320739144,10196.953225549367,12274.891653570337,154805295.17522998,75197106.01454562,49326574.63249246,69761869.8373822 - 06/13 22:00:00,0.0,10124727.14252131,0.0,5105876.219375141,0.0,18211054.45091924,0.0,16366600.035558399,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,49808257.84837408,35233267.594637479,69761869.8373822 - 06/13 23:00:00,0.0,4534882.788282199,0.0,801404.7331224921,0.0,13252771.410426479,0.0,10333139.07932871,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,28922198.011159876,35233267.594637479,62010550.96656194 - 06/13 24:00:00,0.0,0.0,0.0,0.0,0.0,6981481.945080228,0.0,2848463.0056892104,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,38701323.79380749,9829944.95076944,35233267.594637479,46507913.22492146 - 06/14 01:00:00,0.0,0.0,3765136.8274042776,0.0,0.0,0.0,0.0,0.0,2586.8635445208917,2546.3657131524998,2549.6469652760417,3069.214848921865,42472664.686140958,0.0,21139960.556782485,23253956.61246073 - 06/14 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,19350314.658758403,0.0,14093307.03785499,0.0 - 06/14 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,19346708.596364038,0.0,14093307.03785499,0.0 - 06/14 04:00:00,834030.0964849098,0.0,5745272.910153485,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,25922055.76815921,0.0,14093307.03785499,0.0 - 06/14 05:00:00,821912.9382034998,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,20172227.5969619,0.0,14093307.03785499,0.0 - 06/14 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 06/14 07:00:00,0.0,0.0,0.0,5458156.775787524,0.0,9349743.092892915,0.0,4045519.771573508,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,18853419.640253948,14093307.03785499,15502637.741640486 - 06/14 08:00:00,0.0,22758591.362687854,0.0,29343234.180903175,0.0,33424271.477381536,0.0,35030726.42229307,20633.66344953693,20310.639599028316,20336.811931215547,24481.054047519992,308743808.49828287,120556823.44326563,56373228.15141996,38756594.35410121 - 06/14 09:00:00,0.0,37050951.4794117,0.0,35372448.668182659,0.0,35822638.54977851,0.0,40066773.516555,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,148312812.21392787,56373228.15141996,38756594.35410121 - 06/14 10:00:00,0.0,35613646.434801939,0.0,27404006.1674093,0.0,22511865.371902273,0.0,25427961.91571305,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,110957479.88982657,28186614.07570998,0.0 - 06/14 11:00:00,0.0,42848872.44145917,0.0,29644399.000249678,0.0,19588368.988572498,0.0,22874703.415031926,10241.210168336072,10080.882112654901,10093.872358191304,12150.804933705236,153240370.46239505,114956343.84531327,28186614.07570998,0.0 - 06/14 12:00:00,0.0,46942655.1655392,0.0,31645826.560680193,0.0,17303764.59034455,0.0,21871357.240743095,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,117763603.55730704,28186614.07570998,0.0 - 06/14 13:00:00,0.0,52338500.62354767,0.0,36676688.59970733,0.0,20437895.684985818,0.0,27265105.236845357,5096.979118373356,5017.184959434706,5023.65011434836,6047.371160295788,76266667.26882796,136718190.1450862,28186614.07570998,0.0 - 06/14 14:00:00,0.0,57192854.28855365,0.0,43722415.00093168,0.0,28422321.07864633,0.0,36345644.34243547,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,165683234.71056713,28186614.07570998,0.0 - 06/14 15:00:00,0.0,55716522.69104188,0.0,47683871.9239613,0.0,36063808.21183191,0.0,43521817.15638183,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,182986019.98321695,28186614.07570998,0.0 - 06/14 16:00:00,0.0,52774695.35788581,0.0,50608101.50440462,0.0,42465018.95942563,0.0,49699794.661886099,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,195547610.48360215,28186614.07570998,0.0 - 06/14 17:00:00,0.0,52723124.07198206,0.0,51951056.15511461,0.0,46888697.54153166,0.0,56741843.31540115,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,208304721.08402948,35233267.594637479,0.0 - 06/14 18:00:00,0.0,46640750.92093784,0.0,49213846.041462969,0.0,42878586.8708205,0.0,53796399.42075524,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,192529583.25397656,14093307.03785499,0.0 - 06/14 19:00:00,0.0,48579974.99102768,0.0,56979668.38675313,0.0,47313661.05132102,0.0,59378008.963256727,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,212251313.39235858,63419881.67034747,0.0 - 06/14 20:00:00,0.0,41577313.83502052,0.0,41952395.81874897,0.0,43909959.57946275,0.0,51118369.50729731,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,178558038.74052958,63419881.67034747,69761869.8373822 - 06/14 21:00:00,0.0,31095848.322139104,0.0,28372062.74402725,0.0,35595262.52103825,0.0,39728726.303306858,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,134791899.89051146,49326574.63249246,69761869.8373822 - 06/14 22:00:00,0.0,21107674.345669196,0.0,18145477.354859406,0.0,27277959.694034455,0.0,29093872.131160499,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,95624983.52572355,35233267.594637479,69761869.8373822 - 06/14 23:00:00,0.0,11644417.813148376,0.0,8325081.269464954,0.0,19601423.53319101,0.0,19130275.641575979,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,58701198.257380317,35233267.594637479,62010550.96656194 - 06/14 24:00:00,0.0,3004893.2329213966,0.0,310215.4419256055,0.0,11888507.141071149,0.0,9497093.07108195,2584.8469712514868,2544.3807097138185,2547.6594039578246,3066.8222617150497,38677353.647897448,24700708.887000096,35233267.594637479,46507913.22492146 - 06/15 01:00:00,0.0,0.0,0.0,0.0,0.0,1976468.8352573915,0.0,0.0,2583.9416902834766,2543.489601088243,2546.7671470478314,3065.748180403205,38663807.82776192,1976468.8352573915,21139960.556782485,23253956.61246073 - 06/15 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,0.0,14093307.03785499,0.0 - 06/15 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/15 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/15 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.139858478034,19347867.2019642,0.0,14093307.03785499,0.0 - 06/15 06:00:00,0.0,0.0,0.0,6620767.526376552,0.0,5967296.33771618,0.0,1256538.0970727127,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,13844601.961165445,14093307.03785499,0.0 - 06/15 07:00:00,0.0,15499777.265085184,0.0,33339449.935200186,0.0,30959182.879534618,0.0,32678046.30288106,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,112476456.38270104,14093307.03785499,15502637.741640486 - 06/15 08:00:00,0.0,51662882.727544147,0.0,56407977.87311123,0.0,54716145.09697758,0.0,63846307.66923993,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,226633313.3668729,56373228.15141996,38756594.35410121 - 06/15 09:00:00,0.0,60422878.93772499,0.0,59466874.894384797,0.0,54822222.24380838,0.0,65029027.564380358,12813.469362730111,12612.872109506223,12629.125082588416,15202.692278683908,191729371.80063118,239741003.64029856,56373228.15141996,38756594.35410121 - 06/15 10:00:00,0.0,56989430.37227741,0.0,49016443.02346833,0.0,38877587.078812967,0.0,46889498.987368229,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,191772959.46192695,28186614.07570998,0.0 - 06/15 11:00:00,0.0,64957033.56030515,0.0,52627258.54407878,0.0,36696346.12602164,0.0,45092361.163958299,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,199372999.39436389,28186614.07570998,0.0 - 06/15 12:00:00,0.0,70443896.93232084,0.0,57918199.541868928,0.0,36868724.8105512,0.0,47131914.935047138,7601.807885190921,7482.800164632396,7492.442516398062,9019.254876932637,113746699.59535447,212362736.21978808,28186614.07570998,0.0 - 06/15 13:00:00,0.0,74321332.56488228,0.0,62256743.578744817,0.0,40486938.07236023,0.0,52579918.53538462,7601.807885190921,7482.800164632396,7492.442516398062,9019.254876932637,113746699.59535447,229644932.75137196,28186614.07570998,0.0 - 06/15 14:00:00,0.0,78771719.01106228,0.0,68056753.27883926,0.0,47498560.48264122,0.0,60292608.17846038,7601.807885190921,7482.800164632396,7492.442516398062,9019.254876932637,113746699.59535447,254619640.95100314,28186614.07570998,0.0 - 06/15 15:00:00,0.0,77915235.20552619,0.0,71837057.1426493,0.0,54280032.34707995,0.0,66832353.48889032,7591.442815834439,7472.597362370292,7482.226566783864,9006.957117800192,113591605.90603963,270864678.1841458,28186614.07570998,0.0 - 06/15 16:00:00,0.0,77173763.60797806,0.0,75903830.60038254,0.0,60474124.51194818,0.0,73518884.9470638,17657.648812857744,17381.21502666132,17403.612496286914,20950.126282562735,264213369.42612738,287070603.6673726,28186614.07570998,0.0 - 06/15 17:00:00,0.0,74386988.41242838,0.0,74249309.39089592,0.0,62028949.75005931,0.0,76703098.85343279,22805.423655572766,22448.400493897192,22477.327549194186,27057.764630797905,341240098.7860634,287368346.40681639,35233267.594637479,0.0 - 06/15 18:00:00,0.0,66989134.43076975,0.0,69621137.45357287,0.0,57139485.85191277,0.0,72224622.99202937,17737.551732112148,17459.867050808924,17482.365871595477,21044.92804617615,265408965.7224937,265974380.72828476,14093307.03785499,0.0 - 06/15 19:00:00,0.0,65899693.91107597,0.0,70628631.41889099,0.0,59370194.77688272,0.0,73759596.48645199,17839.426914306743,17560.147358021466,17582.77540021926,21165.799061035257,266933335.44089783,269658116.59330168,63419881.67034747,0.0 - 06/15 20:00:00,0.0,61646546.592134367,0.0,60620607.83579949,0.0,59744789.028509948,0.0,70761448.88054605,15361.81525250411,15121.32316898235,15140.808537286957,18226.207400557858,229860555.6935926,252773392.33698983,63419881.67034747,69761869.8373822 - 06/15 21:00:00,0.0,47855093.42566377,0.0,45169153.16063708,0.0,48453046.9390295,0.0,56134505.03940721,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,197611798.56473757,49326574.63249246,69761869.8373822 - 06/15 22:00:00,0.0,36360269.672576498,0.0,33566069.54943191,0.0,39014415.43372236,0.0,44195328.480485308,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,153136083.1362161,35233267.594637479,69761869.8373822 - 06/15 23:00:00,0.0,25637106.00787356,0.0,22204558.794525759,0.0,30663993.95082898,0.0,33275709.49210431,7737.623793576347,7616.489849635616,7626.304474205831,9180.395267819998,115778928.18685605,111781368.24533262,35233267.594637479,62010550.96656194 - 06/15 24:00:00,0.0,16554744.996038232,0.0,12875228.817276793,0.0,22968465.206702427,0.0,23613326.338476167,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,76011765.35849363,35233267.594637479,46507913.22492146 - 06/16 01:00:00,0.0,5303545.021477014,0.0,1999662.004735936,0.0,12105254.946234854,0.0,10408822.037279923,2577.5331272446608,2537.181365299316,2540.450782453222,3058.1446649875408,38567915.78394506,29817284.009727729,21139960.556782485,23253956.61246073 - 06/16 02:00:00,0.0,0.0,0.0,0.0,0.0,1612474.3041459425,0.0,19671.593368086695,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,1632145.8975140292,14093307.03785499,0.0 - 06/16 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,0.0 - 06/16 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,0.0 - 06/16 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,0.0 - 06/16 06:00:00,0.0,0.0,0.0,0.0,0.0,5696878.49267872,0.0,1132943.5608004619,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,6829822.053479182,14093307.03785499,0.0 - 06/16 07:00:00,0.0,29835383.789809206,0.0,38400890.72753744,0.0,35641724.60351604,0.0,39697134.869264949,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,143575133.99012763,14093307.03785499,15502637.741640486 - 06/16 08:00:00,0.0,50429521.97118428,0.0,52991998.131962399,0.0,52126325.29393086,0.0,59816548.540671888,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,215364393.93774943,56373228.15141996,38756594.35410121 - 06/16 09:00:00,0.0,56068070.657418567,0.0,52551935.87586743,0.0,48518480.950867678,0.0,57008009.27242132,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,214146496.756575,56373228.15141996,38756594.35410121 - 06/16 10:00:00,0.0,48320185.22350135,0.0,42231969.54439946,0.0,31252722.87922231,0.0,37935064.3944537,7671.865854971969,7551.7613638272209,7561.492579136771,9102.375983800735,114794984.81425211,159739942.0415768,28186614.07570998,0.0 - 06/16 11:00:00,0.0,46763240.83849001,0.0,39958087.807066258,0.0,27943674.835557458,0.0,33771615.77258468,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,148436619.2536984,28186614.07570998,0.0 - 06/16 12:00:00,0.0,40097910.98903783,0.0,37340053.00245346,0.0,26437145.40947903,0.0,31988286.918384054,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,135863396.31935437,28186614.07570998,0.0 - 06/16 13:00:00,0.0,43143055.10017931,0.0,39472850.49378847,0.0,27586655.59059233,0.0,33867977.59804055,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,144070538.78260068,28186614.07570998,0.0 - 06/16 14:00:00,0.0,44964839.39805552,0.0,42236594.96850443,0.0,30432821.095902549,0.0,37303996.960799608,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,154938252.42326213,28186614.07570998,0.0 - 06/16 15:00:00,0.0,67774809.9140341,0.0,64677123.482116598,0.0,45064062.87359439,0.0,56063242.592484209,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,233579238.86222933,28186614.07570998,0.0 - 06/16 16:00:00,0.0,65791539.46690728,0.0,66532221.89333588,0.0,51361283.02514799,0.0,62354921.03997207,12709.030158647052,12510.067920646197,12526.18842003804,15078.779149728869,190166636.33661659,246039965.42536319,28186614.07570998,0.0 - 06/16 17:00:00,0.0,65723157.808127749,0.0,67453722.7738394,0.0,54155955.1702057,0.0,67223096.7854882,15269.444634142357,15030.398629882773,15049.766832638275,18116.61318787491,228478403.82433794,254555932.53766106,35233267.594637479,0.0 - 06/16 18:00:00,0.0,58854884.64590868,0.0,62991377.00550786,0.0,50655052.71538358,0.0,64207925.48533164,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,236709239.85213176,14093307.03785499,0.0 - 06/16 19:00:00,0.0,65195555.021305728,0.0,73711406.81027965,0.0,60989192.70458404,0.0,76236885.99200915,10218.62979767105,10058.655241905006,10071.616845849796,12124.014185856926,152902497.85661803,276133040.5281786,63419881.67034747,0.0 - 06/16 20:00:00,0.0,59461510.039166349,0.0,59206828.554918687,0.0,59443090.5652111,0.0,70049116.47616118,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,248160545.6354573,63419881.67034747,69761869.8373822 - 06/16 21:00:00,0.0,51098204.06327053,0.0,49531589.92394031,0.0,51940626.44883251,0.0,60723340.204095069,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,213293760.6401384,49326574.63249246,69761869.8373822 - 06/16 22:00:00,0.0,46291056.72556774,0.0,45132277.05059809,0.0,47506435.250652398,0.0,55510149.0907443,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,194439918.11756254,35233267.594637479,69761869.8373822 - 06/16 23:00:00,0.0,37684010.425088647,0.0,36253418.4254572,0.0,40483012.43513556,0.0,46533629.59250401,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,160954070.87818546,35233267.594637479,62010550.96656194 - 06/16 24:00:00,0.0,26050268.590631218,0.0,24150787.926295613,0.0,30620547.434857668,0.0,33981276.66673846,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,114802880.61852297,35233267.594637479,46507913.22492146 - 06/17 01:00:00,0.0,15756640.725540413,0.0,14104562.802712921,0.0,20570763.14466853,0.0,21790329.772841168,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,72222296.44576304,21139960.556782485,23253956.61246073 - 06/17 02:00:00,0.0,4315516.235840365,0.0,2951981.802839719,0.0,9100160.909413318,0.0,8057239.175267149,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,24424898.123360553,14093307.03785499,0.0 - 06/17 03:00:00,0.0,0.0,0.0,0.0,0.0,3767895.773965246,0.0,1422750.3152096754,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,5190646.089174922,14093307.03785499,0.0 - 06/17 04:00:00,0.0,0.0,0.0,0.0,0.0,602142.2910310736,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,602142.2910310736,14093307.03785499,0.0 - 06/17 05:00:00,0.0,0.0,0.0,0.0,0.0,6042434.305054085,0.0,903039.4142811335,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,6945473.719335219,14093307.03785499,0.0 - 06/17 06:00:00,0.0,7932179.256712159,0.0,14009370.433347546,0.0,13448748.9027819,0.0,13581203.881268159,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,48971502.47410976,14093307.03785499,0.0 - 06/17 07:00:00,0.0,24546776.818623086,0.0,26761240.776330957,0.0,23815743.331831494,0.0,27007065.865339947,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,102130826.79212548,14093307.03785499,15502637.741640486 - 06/17 08:00:00,0.0,51770574.97786555,0.0,51374752.059603039,0.0,47013153.9715433,0.0,56172383.532415408,20482.420336672145,20161.764225309802,20187.744716382607,24301.609867410472,306480740.9247901,206330864.5414273,56373228.15141996,38756594.35410121 - 06/17 09:00:00,0.0,75529351.36630711,0.0,73288477.3441902,0.0,61639020.91834495,0.0,74805831.92018642,17839.426914306743,17560.147358021466,17582.77540021926,21165.799061035257,266933335.44089783,285262681.54902866,56373228.15141996,38756594.35410121 - 06/17 10:00:00,0.0,79096205.65065456,0.0,68756800.83377609,0.0,48361293.58622493,0.0,60914798.374168518,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,257129098.4448241,28186614.07570998,0.0 - 06/17 11:00:00,0.0,82709767.54147694,0.0,70247389.12490374,0.0,46660690.77292373,0.0,60060298.80379081,10121.92375444592,9963.46314982706,9976.302089045152,12009.27615706692,151455474.5413862,259678146.24309523,28186614.07570998,0.0 - 06/17 12:00:00,0.0,84895265.54500135,0.0,73167861.19931573,0.0,45344866.108190428,0.0,59760659.49565761,5052.400097116383,4973.303831071719,4979.712440672624,5994.479853260247,75599626.39963551,263168652.3481651,28186614.07570998,0.0 - 06/17 13:00:00,0.0,86414035.0307222,0.0,75361971.27937491,0.0,47263327.502546619,0.0,62731873.834215689,5045.042517959356,4966.06143618895,4972.460713224833,5985.750366446497,75489534.12175069,271771207.6468594,28186614.07570998,0.0 - 06/17 14:00:00,0.0,72459213.68457395,0.0,66340557.923361089,0.0,45974158.818072188,0.0,58656682.88052049,5067.871923460614,4988.533443088266,4994.961677598708,6012.836584621757,75831133.06356964,243430613.3065277,28186614.07570998,0.0 - 06/17 15:00:00,0.0,46774683.25640012,0.0,43053341.77889849,0.0,34346852.69249609,0.0,41483142.221461597,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,165658019.9492563,28186614.07570998,0.0 - 06/17 16:00:00,0.0,42351105.6710235,0.0,39200038.13837771,0.0,29006954.623872125,0.0,35049268.86548479,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,145607367.29875813,28186614.07570998,0.0 - 06/17 17:00:00,0.0,42240454.967626128,0.0,40808676.45602107,0.0,31652558.60328415,0.0,38679450.74254636,12709.030158647052,12510.067920646197,12526.18842003804,15078.779149728869,190166636.33661659,153381140.76947773,35233267.594637479,0.0 - 06/17 18:00:00,0.0,39046343.83087096,0.0,40132450.37611067,0.0,31194649.79923364,0.0,39288028.9360989,17792.64222210587,17514.095088904676,17536.663788053254,21110.290809620412,266233290.87126319,149661472.94231419,14093307.03785499,0.0 - 06/17 19:00:00,0.0,53018253.870910007,0.0,58136447.813050437,0.0,49439760.46120594,0.0,61029032.65445137,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,221623494.79961775,63419881.67034747,0.0 - 06/17 20:00:00,0.0,58186928.86722676,0.0,57953737.87925606,0.0,58556611.52340125,0.0,69184895.21364887,10193.958236746712,10034.369918869412,10047.30022869672,12094.742320591577,152533334.53765593,243882173.4835329,63419881.67034747,69761869.8373822 - 06/17 21:00:00,0.0,46666282.92037052,0.0,44116698.587294388,0.0,49609429.77741737,0.0,57303319.07776174,10205.430047993068,10045.662136770643,10058.606997773288,12108.353186729422,152704988.5293591,197695730.36284403,49326574.63249246,69761869.8373822 - 06/17 22:00:00,0.0,38800182.799823809,0.0,35975397.44516386,0.0,42790875.11227098,0.0,48878423.35732414,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,166444878.71458278,35233267.594637479,69761869.8373822 - 06/17 23:00:00,0.0,36794547.28429301,0.0,34582730.464711029,0.0,40064103.39678416,0.0,45978672.41110363,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,157420053.55689184,35233267.594637479,62010550.96656194 - 06/17 24:00:00,0.0,28203926.135137816,0.0,25588718.09379757,0.0,32921410.42790384,0.0,36449094.19037441,2554.6574494177627,2514.6638104762516,2517.904211462449,3031.0035464642317,38225624.464154507,123163148.84721363,35233267.594637479,46507913.22492146 - 06/18 01:00:00,0.0,15153730.4103625,0.0,12638937.28630229,0.0,19689373.77980271,0.0,20812889.266300188,2557.28861832399,2517.2537879424078,2520.497526378924,3034.1253279335785,38264994.938084039,68294930.74276769,21139960.556782485,23253956.61246073 - 06/18 02:00:00,0.0,3657093.3475871386,0.0,1124425.84743236,0.0,9358485.8496214,0.0,8424761.2218404,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,22564766.266481304,14093307.03785499,0.0 - 06/18 03:00:00,0.0,826436.8553553859,0.0,0.0,0.0,7430699.349013199,0.0,5522131.9426841889,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,13779268.147052773,14093307.03785499,0.0 - 06/18 04:00:00,0.0,0.0,0.0,0.0,0.0,6350388.7085688509,0.0,4168867.96144237,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,10519256.670011219,14093307.03785499,0.0 - 06/18 05:00:00,0.0,537900.7439356917,0.0,0.0,0.0,6536205.663245622,0.0,4614585.062463631,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,11688691.469644946,14093307.03785499,0.0 - 06/18 06:00:00,0.0,6799934.812431029,0.0,3814424.309647834,0.0,9280454.254277502,0.0,8877810.008458214,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,28772623.384814577,14093307.03785499,0.0 - 06/18 07:00:00,0.0,23684719.718046626,0.0,23755144.78755631,0.0,21961086.37302789,0.0,25366024.22167051,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,94766975.10030133,14093307.03785499,15502637.741640486 - 06/18 08:00:00,0.0,54497193.00250689,0.0,53487983.376122999,0.0,46633826.83456056,0.0,56583397.31288621,20410.860095986136,20091.324273541286,20117.213995546575,24216.706373458845,305409977.0587182,211202400.52607665,56373228.15141996,38756594.35410121 - 06/18 09:00:00,0.0,59112169.31854621,0.0,58412243.00789647,0.0,46928366.21105082,0.0,58095345.526992637,17792.64222210587,17514.095088904676,17536.663788053254,21110.290809620412,266233290.87126319,222548124.06448613,56373228.15141996,38756594.35410121 - 06/18 10:00:00,0.0,47223616.75854279,0.0,45049099.46304213,0.0,30215591.241847114,0.0,38654452.21203603,12669.679808651535,12471.333607720662,12487.40419399677,15032.091461554393,189577832.6589241,161142759.67546807,28186614.07570998,0.0 - 06/18 11:00:00,0.0,48552164.96697266,0.0,45829055.72066413,0.0,30414857.236670786,0.0,38858776.95617442,10151.783549306216,9992.855484028478,10005.732298269202,12044.703663850221,151902269.98363484,163654854.880482,28186614.07570998,0.0 - 06/18 12:00:00,0.0,53999937.00330614,0.0,53166140.39954834,0.0,33514812.408956715,0.0,43443812.442385789,5060.96187722296,4981.73157491353,4988.151044522576,6004.63807853346,75727737.2706931,184124702.25419698,28186614.07570998,0.0 - 06/18 13:00:00,0.0,57071813.010514799,0.0,54123868.27110003,0.0,34310737.558853309,0.0,44565520.02466169,5060.96187722296,4981.73157491353,4988.151044522576,6004.63807853346,75727737.2706931,190071938.8651298,28186614.07570998,0.0 - 06/18 14:00:00,0.0,63028404.8504356,0.0,60519773.36308847,0.0,39567297.016471,0.0,50971227.0776391,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,214086702.30763418,28186614.07570998,0.0 - 06/18 15:00:00,0.0,71902243.94897792,0.0,70480305.74543527,0.0,47044893.38531802,0.0,59888836.88399194,7527.805463472247,7409.956264630865,7419.504749596356,8931.45382840953,112639393.10199239,249316279.96372316,28186614.07570998,0.0 - 06/18 16:00:00,0.0,70229749.54970967,0.0,71965427.31778935,0.0,51791791.28812474,0.0,65100569.4955419,12570.380444341201,12373.58879348288,12389.53342558924,14914.276556289944,188092005.19093175,259087537.65116567,28186614.07570998,0.0 - 06/18 17:00:00,0.0,62417440.39475796,0.0,64396645.635136719,0.0,49381843.25718685,0.0,62493716.26563749,12631.000242790957,12433.259577679297,12449.281101681561,14986.199633150616,188999065.99908877,238689645.552719,35233267.594637479,0.0 - 06/18 18:00:00,0.0,46573531.294035289,0.0,48542678.9892357,0.0,37271472.938163179,0.0,46834130.08770645,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,179221813.30914063,14093307.03785499,0.0 - 06/18 19:00:00,0.0,53880703.26578699,0.0,54301703.98834069,0.0,50240816.13370635,0.0,60622455.901731047,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,219045679.2895651,63419881.67034747,0.0 - 06/18 20:00:00,0.0,68242544.00430058,0.0,67998009.44085391,0.0,68317476.22046879,0.0,81955591.54366307,10135.743846921228,9977.066886176532,9989.923355197416,12025.673169243513,151662266.12713928,286513621.20928636,63419881.67034747,69761869.8373822 - 06/18 21:00:00,0.0,60086255.950486239,0.0,59309241.682889837,0.0,57370714.22781143,0.0,68778425.86979302,10167.224126917641,10008.05433651696,10020.95073603043,12063.023319783095,152133309.06929327,245544637.73098053,49326574.63249246,69761869.8373822 - 06/18 22:00:00,0.0,52188621.76198658,0.0,51327242.10740736,0.0,50484898.10530416,0.0,60240630.02081471,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,214241391.9955128,35233267.594637479,69761869.8373822 - 06/18 23:00:00,0.0,35034702.52195393,0.0,32728226.57922364,0.0,37771075.760926287,0.0,42835781.91852788,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,148369786.78063176,35233267.594637479,62010550.96656194 - 06/18 24:00:00,0.0,21009492.929319264,0.0,18139685.644985118,0.0,26683880.65422809,0.0,28704394.936258258,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,94537454.16479072,35233267.594637479,46507913.22492146 - 06/19 01:00:00,0.0,9699023.132821583,0.0,7252002.044654465,0.0,14809758.414432668,0.0,14737234.037278589,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,46498017.6291873,21139960.556782485,23253956.61246073 - 06/19 02:00:00,0.0,108101.37789856001,0.0,0.0,0.0,4909248.83037439,0.0,2509764.2845558358,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,7527114.4928287849,14093307.03785499,0.0 - 06/19 03:00:00,0.0,0.0,0.0,0.0,0.0,4771043.359762916,0.0,1961043.5840048679,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,6732086.943767783,14093307.03785499,0.0 - 06/19 04:00:00,0.0,0.0,0.0,0.0,0.0,4604825.277520282,0.0,1717205.6719584545,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,6322030.949478736,14093307.03785499,0.0 - 06/19 05:00:00,0.0,0.0,0.0,0.0,0.0,6243464.1302007,0.0,4069592.9040056767,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,10313057.034206376,14093307.03785499,0.0 - 06/19 06:00:00,0.0,6539281.247283617,0.0,8981725.840291234,0.0,11492588.300288367,0.0,11243450.256216579,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,38257045.6440798,14093307.03785499,0.0 - 06/19 07:00:00,0.0,32102799.33608074,0.0,37808989.471704367,0.0,32222253.139642005,0.0,37684360.102855268,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,139818402.05028237,14093307.03785499,15502637.741640486 - 06/19 08:00:00,0.0,43456311.72930983,0.0,41976367.118894,0.0,40522530.67559626,0.0,47904631.24708122,20501.550980368178,20180.59537520996,20206.600132141466,24324.307645894252,306766994.8810099,173859840.7708813,56373228.15141996,38756594.35410121 - 06/19 09:00:00,0.0,40060792.11388913,0.0,37950342.16245511,0.0,34570658.21309109,0.0,40566491.80400555,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,153148284.29344089,56373228.15141996,38756594.35410121 - 06/19 10:00:00,0.0,22015269.769821969,0.0,19339837.385098507,0.0,14313425.706665174,0.0,16219895.610963367,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,71888428.47254902,28186614.07570998,0.0 - 06/19 11:00:00,0.0,19865711.694339973,0.0,16398724.249191482,0.0,11552285.432057996,0.0,12745746.387451539,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,60562467.76304099,28186614.07570998,0.0 - 06/19 12:00:00,0.0,13889353.422494276,0.0,11740404.069065292,0.0,9066169.24970574,0.0,9547653.266492568,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,44243580.00775787,28186614.07570998,0.0 - 06/19 13:00:00,0.0,29617927.086836429,0.0,23488560.66311209,0.0,12803302.81718526,0.0,15849471.348747349,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,81759261.91588113,28186614.07570998,0.0 - 06/19 14:00:00,0.0,53721448.46639706,0.0,43924772.36870338,0.0,25566748.83117349,0.0,33009888.26278188,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,156222857.9290558,28186614.07570998,0.0 - 06/19 15:00:00,0.0,53700726.3434702,0.0,50702656.05252613,0.0,37620452.47465683,0.0,46023840.85790912,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,188047675.7285623,28186614.07570998,0.0 - 06/19 16:00:00,0.0,41756166.038782779,0.0,42004534.69229055,0.0,35902059.11610046,0.0,42177596.744933027,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,161840356.59210683,28186614.07570998,0.0 - 06/19 17:00:00,0.0,37736247.892239797,0.0,38323389.40859859,0.0,34662692.95412904,0.0,41822470.342085387,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,152544800.5970528,35233267.594637479,0.0 - 06/19 18:00:00,0.0,24452293.74665952,0.0,26213826.28077137,0.0,23676468.906936356,0.0,28980672.27962808,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,103323261.21399534,14093307.03785499,0.0 - 06/19 19:00:00,0.0,24106288.262866934,0.0,27179889.306129856,0.0,26793580.60947461,0.0,31613124.093204887,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,109692882.27167627,63419881.67034747,0.0 - 06/19 20:00:00,0.0,21239284.731137419,0.0,19831352.27277986,0.0,27467884.379141604,0.0,29675499.639742607,10327.407978683552,10165.730480201208,10178.830061519484,12253.075345309817,154530157.9165706,98214021.02280149,63419881.67034747,69761869.8373822 - 06/19 21:00:00,0.0,7802066.504149875,0.0,4525594.091779037,0.0,16381882.716461074,0.0,14942774.751661214,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,43652318.064051199,49326574.63249246,69761869.8373822 - 06/19 22:00:00,0.0,1290234.4071384699,0.0,0.0,0.0,10590742.465546193,0.0,7712067.819451834,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,19593044.692136498,35233267.594637479,69761869.8373822 - 06/19 23:00:00,0.0,0.0,0.0,0.0,0.0,7221697.406042058,0.0,3690549.1116631187,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,10912246.517705176,35233267.594637479,62010550.96656194 - 06/19 24:00:00,0.0,0.0,3944680.795912822,0.0,0.0,692127.3758290521,0.0,0.0,2586.07537591403,2545.589883472211,2548.870135860023,3068.2797169560687,42640415.199841219,692127.3758290521,35233267.594637479,46507913.22492146 - 06/20 01:00:00,15939820.446581543,0.0,22398860.989930035,0.0,0.0,0.0,5858520.069548534,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,82898525.2998676,0.0,21139960.556782485,23253956.61246073 - 06/20 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213004,1534.5368093628636,19352873.364187898,0.0,14093307.03785499,0.0 - 06/20 03:00:00,0.0,0.0,4668018.050936963,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,24020891.41512486,0.0,14093307.03785499,0.0 - 06/20 04:00:00,7960067.548015606,0.0,12658395.126326304,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,39972152.17327969,0.0,14093307.03785499,0.0 - 06/20 05:00:00,8880363.12740551,0.0,11320168.247686534,0.0,0.0,0.0,4137726.058595496,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,43691946.932625319,0.0,14093307.03785499,0.0 - 06/20 06:00:00,5092992.118806384,0.0,5557021.072349399,0.0,0.0,0.0,1667198.419198464,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,31669579.692478844,0.0,14093307.03785499,0.0 - 06/20 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,77415055.71747336,0.0,14093307.03785499,15502637.741640486 - 06/20 08:00:00,6296451.2255827919,0.0,4692115.085734732,0.0,0.0,0.0,3806614.9190524264,0.0,20694.908356167132,20370.925705219997,20397.175722208332,24553.71879137492,324455404.10026338,0.0,56373228.15141996,38756594.35410121 - 06/20 09:00:00,379228.5546945395,0.0,2223081.84861491,0.0,0.0,0.0,0.0,0.0,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,273553963.3884383,0.0,56373228.15141996,38756594.35410121 - 06/20 10:00:00,2247714.40871141,0.0,8210527.298884859,0.0,1915984.0859722838,0.0,7179965.825675019,0.0,12933.722548816115,12731.24270953084,12747.648215213001,15345.368093628636,213082925.26112253,0.0,28186614.07570998,0.0 - 06/20 11:00:00,616468.6128152798,0.0,5991173.7676388849,0.0,3514663.729922392,0.0,8257881.047223019,0.0,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,173163124.77331317,0.0,28186614.07570998,0.0 - 06/20 12:00:00,0.0,0.0,2725711.792871289,0.0,2929802.0007227079,0.0,6435712.956956494,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,89464716.36763133,0.0,28186614.07570998,0.0 - 06/20 13:00:00,0.0,0.0,752271.3671480189,0.0,1299818.8361910112,0.0,4068584.017351138,0.0,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,83475381.51648507,0.0,28186614.07570998,0.0 - 06/20 14:00:00,0.0,655755.355145797,0.0,0.0,0.0,0.0,288057.8199941403,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77553136.77827944,655755.355145797,28186614.07570998,0.0 - 06/20 15:00:00,0.0,4973967.587149284,0.0,0.0,0.0,0.0,0.0,0.0,7741.434961198951,7620.241352718114,7630.060811482959,9184.917072723005,115835955.1132429,4973967.587149284,28186614.07570998,0.0 - 06/20 16:00:00,0.0,1595744.0820246409,0.0,0.0,0.0,0.0,0.0,0.0,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,1595744.0820246409,28186614.07570998,0.0 - 06/20 17:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12915.303609187558,12713.112121838218,12729.494264407587,15323.514724853505,193253128.99303273,0.0,35233267.594637479,0.0 - 06/20 18:00:00,0.0,0.0,2003222.347076548,0.0,0.0,0.0,0.0,0.0,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,272557602.9373223,0.0,14093307.03785499,0.0 - 06/20 19:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,0.0,63419881.67034747,0.0 - 06/20 20:00:00,0.0,3001084.9320579248,0.0,0.0,0.0,11531183.772778999,0.0,8580831.115724437,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,23113099.82056136,63419881.67034747,69761869.8373822 - 06/20 21:00:00,0.0,0.0,0.0,0.0,0.0,8481247.495563049,0.0,5218740.684484748,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,13699988.180047796,49326574.63249246,69761869.8373822 - 06/20 22:00:00,0.0,0.0,0.0,0.0,0.0,6225802.299240571,0.0,1721727.2906816304,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,7947529.589922202,35233267.594637479,69761869.8373822 - 06/20 23:00:00,0.0,0.0,2667509.484869363,0.0,0.0,2005995.5829242639,0.0,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,80079002.94162093,2005995.5829242639,35233267.594637479,62010550.96656194 - 06/20 24:00:00,2923012.648258361,0.0,10740533.35161725,0.0,0.0,0.0,0.0,0.0,2586.744509763223,2546.2485419061688,2549.5296430426,3069.073618725727,52369292.7282514,0.0,35233267.594637479,46507913.22492146 - 06/21 01:00:00,15112744.687458225,0.0,20404342.14256578,0.0,0.0,0.0,6836428.13399226,0.0,2586.8635445208917,2546.3657131524998,2549.6469652760417,3069.214848921865,81061042.82275294,0.0,21139960.556782485,23253956.61246073 - 06/21 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.426797998898,1273.1779601876947,1274.8185799399697,1534.6015226894857,19353689.498937776,0.0,14093307.03785499,0.0 - 06/21 03:00:00,1877844.046599843,0.0,6342319.925577393,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,27572532.054301837,0.0,14093307.03785499,0.0 - 06/21 04:00:00,9101336.285494445,0.0,13569117.281237338,0.0,0.0,0.0,2533931.6922935077,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,44554699.91778369,0.0,14093307.03785499,0.0 - 06/21 05:00:00,3333882.9072244765,0.0,1506398.2754426252,0.0,0.0,0.0,211371.92581498828,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,24404021.19060669,0.0,14093307.03785499,0.0 - 06/21 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 06/21 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765386,77373489.61708084,0.0,14093307.03785499,15502637.741640486 - 06/21 08:00:00,0.0,3601882.559692079,0.0,14698319.771092575,0.0,23344421.86810763,0.0,17654892.98435849,20654.815957367104,20331.460960402415,20357.660123038968,24506.150690619634,309060315.8331412,59299517.183250788,56373228.15141996,38756594.35410121 - 06/21 09:00:00,0.0,31144569.932121699,0.0,28940001.626462584,0.0,31405518.167320949,0.0,33898769.158842649,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,125388858.88474787,56373228.15141996,38756594.35410121 - 06/21 10:00:00,0.0,29050470.418105157,0.0,20122853.54157419,0.0,16321472.849386396,0.0,17385522.55314345,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,82880319.36220919,28186614.07570998,0.0 - 06/21 11:00:00,0.0,38159823.21638231,0.0,25097692.58111321,0.0,15579140.40434719,0.0,17487242.158473206,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,96323898.36031592,28186614.07570998,0.0 - 06/21 12:00:00,0.0,43418767.82043247,0.0,29257385.404427086,0.0,14796787.811993679,0.0,18254117.887079814,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,105727058.92393305,28186614.07570998,0.0 - 06/21 13:00:00,0.0,49770151.84922391,0.0,35521335.12326827,0.0,19274774.07804349,0.0,25208777.99749635,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,129775039.04803202,28186614.07570998,0.0 - 06/21 14:00:00,0.0,56243428.68987502,0.0,43804058.652498,0.0,28725785.939317265,0.0,36066916.82727051,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,164840190.10896079,28186614.07570998,0.0 - 06/21 15:00:00,0.0,52825776.37956275,0.0,45279858.48829957,0.0,34910495.06660864,0.0,41580577.51944051,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,174596707.45391149,28186614.07570998,0.0 - 06/21 16:00:00,0.0,50509934.18494087,0.0,47956303.054241139,0.0,38980831.247426729,0.0,45767019.23727619,12724.53719511863,12525.33219156898,12541.472360531896,15097.177656562424,190398669.85361494,183214087.7238849,28186614.07570998,0.0 - 06/21 17:00:00,0.0,49694804.829878319,0.0,48474682.98413466,0.0,42224549.66228819,0.0,50969247.14916557,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,191363284.62546674,35233267.594637479,0.0 - 06/21 18:00:00,0.0,41849806.66690354,0.0,43383168.49989754,0.0,37412615.084712598,0.0,46474340.18588169,17882.602145924335,17602.646673333755,17625.329480237142,21217.024825249617,267579371.24908144,169119930.43739537,14093307.03785499,0.0 - 06/21 19:00:00,0.0,44971576.676208447,0.0,50030859.066967237,0.0,43327533.64738728,0.0,53216248.94805357,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,191546218.33861653,63419881.67034747,0.0 - 06/21 20:00:00,0.0,43862654.0002127,0.0,43313100.710217598,0.0,45761299.0823151,0.0,53046403.929238017,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,185983457.7219834,63419881.67034747,69761869.8373822 - 06/21 21:00:00,0.0,32428372.26949445,0.0,29429933.71388649,0.0,36430487.45814131,0.0,40683396.72077821,10289.078474697495,10128.001031750415,10141.051994823398,12207.598851957478,153956629.27162365,138972190.16230048,49326574.63249246,69761869.8373822 - 06/21 22:00:00,0.0,21591074.611779594,0.0,18471507.98844551,0.0,27311494.998581426,0.0,29156389.104557545,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,96530466.70336408,35233267.594637479,69761869.8373822 - 06/21 23:00:00,0.0,16473880.410736122,0.0,13322773.83444241,0.0,22950510.852674486,0.0,23685301.443050609,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,76432466.54090363,35233267.594637479,62010550.96656194 - 06/21 24:00:00,0.0,9191506.574326188,0.0,5940440.3599052359,0.0,16609028.6279061,0.0,15632198.461484874,2581.851994670888,2541.432620050302,2544.707515379871,3063.268836327454,38632539.47914265,47373174.0236224,35233267.594637479,46507913.22492146 - 06/22 01:00:00,0.0,0.0,0.0,0.0,0.0,4980977.802125355,0.0,1456451.4259469808,2581.851994670888,2541.432620050302,2544.707515379871,3063.268836327454,38632539.47914265,6437429.228072336,21139960.556782485,23253956.61246073 - 06/22 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 06/22 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,0.0,14093307.03785499,0.0 - 06/22 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 06/22 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 06/22 06:00:00,0.0,0.0,0.0,0.0,0.0,338228.5328755761,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,338228.5328755761,14093307.03785499,0.0 - 06/22 07:00:00,0.0,5961640.787272519,0.0,13387941.09006762,0.0,17149633.40481583,0.0,11347903.079939498,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,47847118.36209547,14093307.03785499,15502637.741640486 - 06/22 08:00:00,0.0,40632576.55842015,0.0,43672648.82658449,0.0,44106537.5695321,0.0,49306689.896589789,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,177718452.85112653,56373228.15141996,38756594.35410121 - 06/22 09:00:00,0.0,49517929.886120859,0.0,46234873.14828618,0.0,41043625.30069082,0.0,48345555.56707278,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,185141983.90217067,56373228.15141996,38756594.35410121 - 06/22 10:00:00,0.0,46551759.922274868,0.0,39460457.52694369,0.0,28346155.76386044,0.0,34077014.468822438,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,148435387.68190146,28186614.07570998,0.0 - 06/22 11:00:00,0.0,57864077.97263079,0.0,46280202.09173967,0.0,30379106.42646696,0.0,37459530.089708168,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,171982916.5805456,28186614.07570998,0.0 - 06/22 12:00:00,0.0,59327045.82003885,0.0,50462244.65102216,0.0,30757324.248299049,0.0,39303372.72298375,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,179849987.44234378,28186614.07570998,0.0 - 06/22 13:00:00,0.0,60851563.453300569,0.0,50423763.798245918,0.0,31160412.665880439,0.0,40545801.86806944,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,182981541.78549639,28186614.07570998,0.0 - 06/22 14:00:00,0.0,58994667.49500999,0.0,50838557.73939052,0.0,34759556.19170338,0.0,43771971.14708095,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,188364752.57318483,28186614.07570998,0.0 - 06/22 15:00:00,0.0,55017927.40678033,0.0,51350481.715067777,0.0,37564770.30638079,0.0,46160173.619198109,7625.418095188231,7506.0407523877179,7515.713052022824,9047.267489837323,114099981.80196993,190093353.047427,28186614.07570998,0.0 - 06/22 16:00:00,0.0,48977855.47957548,0.0,48224666.03204544,0.0,38047250.540716219,0.0,45829642.10667607,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,181079414.15901319,28186614.07570998,0.0 - 06/22 17:00:00,0.0,52404386.73393032,0.0,53296820.23797222,0.0,45042331.45309158,0.0,55307138.99740215,22904.166951213538,22545.597944824163,22574.650248957412,27174.91978181236,342717605.7365069,206050677.4223963,35233267.594637479,0.0 - 06/22 18:00:00,0.0,48310288.201194349,0.0,52588669.74014951,0.0,44453249.4266522,0.0,56303648.86410396,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,201655856.2321,14093307.03785499,0.0 - 06/22 19:00:00,0.0,49660910.674063388,0.0,58587839.03545363,0.0,48555110.332485299,0.0,60921758.11813842,17901.020328267925,17620.77651559685,17643.482684652467,21238.87729553505,267854964.56658826,217725618.16014073,63419881.67034747,0.0 - 06/22 20:00:00,0.0,45467558.573114957,0.0,47154208.61833584,0.0,47584136.15293817,0.0,56042883.094244379,15376.163235276133,15135.446531407466,15154.9500991061,18243.230734420693,230075246.16075743,196248786.43863336,63419881.67034747,69761869.8373822 - 06/22 21:00:00,0.0,33509841.219199778,0.0,31846736.11901949,0.0,37503983.08054338,0.0,42598034.34905222,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,145458594.76781488,49326574.63249246,69761869.8373822 - 06/22 22:00:00,0.0,25872430.21755181,0.0,24203211.162761317,0.0,30852756.165645318,0.0,34230763.30441465,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,115159160.85037309,35233267.594637479,69761869.8373822 - 06/22 23:00:00,0.0,18411394.67156244,0.0,16370702.736811532,0.0,24696988.691103426,0.0,26310202.213589409,7728.03770806621,7607.053836082421,7616.856301386059,9169.021743285599,115635490.51975304,85789288.31306681,35233267.594637479,62010550.96656194 - 06/22 24:00:00,0.0,9530303.037616212,0.0,7195422.630474397,0.0,16837939.754515564,0.0,16381795.06451795,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,49945460.48712412,35233267.594637479,46507913.22492146 - 06/23 01:00:00,0.0,0.0,0.0,0.0,0.0,4793673.699085785,0.0,1869586.3484335126,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,6663260.047519297,21139960.556782485,23253956.61246073 - 06/23 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,0.0,14093307.03785499,0.0 - 06/23 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 06/23 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/23 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 06/23 06:00:00,0.0,0.0,0.0,1787401.850381251,0.0,2870040.2831919819,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.73957133,4657442.133573232,14093307.03785499,0.0 - 06/23 07:00:00,0.0,15942608.299184725,0.0,31967802.891030954,0.0,30457128.654538074,0.0,29361282.15951948,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,107728822.00427324,14093307.03785499,15502637.741640486 - 06/23 08:00:00,0.0,52764180.08241103,0.0,58793867.868007589,0.0,58778557.390953738,0.0,68064566.79964727,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,238401172.14101959,56373228.15141996,38756594.35410121 - 06/23 09:00:00,0.0,63352161.48457848,0.0,59700053.87845715,0.0,55118725.10056651,0.0,66031554.695868168,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,244202495.1594703,56373228.15141996,38756594.35410121 - 06/23 10:00:00,0.0,57314582.93109977,0.0,48667735.086061958,0.0,37592554.959757689,0.0,45468194.36226751,7663.972348253287,7543.991431428752,7553.712634387347,9093.010639392696,114676873.39246349,189043067.33918695,28186614.07570998,0.0 - 06/23 11:00:00,0.0,61025290.23775111,0.0,49441451.11815233,0.0,34288319.83884701,0.0,42007323.4572303,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,186762384.65198077,28186614.07570998,0.0 - 06/23 12:00:00,0.0,60246066.66938298,0.0,48326708.253040257,0.0,30380446.841650536,0.0,38547024.03846812,5096.979118373356,5017.184959434706,5023.65011434836,6047.371160295788,76266667.26882796,177500245.8025419,28186614.07570998,0.0 - 06/23 13:00:00,0.0,65214418.007771987,0.0,53519778.59802584,0.0,33524614.452190948,0.0,43781063.90459275,5075.891774653108,4996.427742014239,5002.866149134601,6022.351831925111,75951134.99181742,196039874.96258153,28186614.07570998,0.0 - 06/23 14:00:00,0.0,68088770.93916956,0.0,58255714.39365448,0.0,39114653.97120947,0.0,49965867.31019592,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,215425006.6142294,28186614.07570998,0.0 - 06/23 15:00:00,0.0,65570950.87903519,0.0,59887896.26634666,0.0,44267114.07661639,0.0,54294504.564917068,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,224020465.78691534,28186614.07570998,0.0 - 06/23 16:00:00,0.0,63291372.83881241,0.0,62754337.23525065,0.0,51274252.6235155,0.0,61322114.98368032,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,238642077.6812589,28186614.07570998,0.0 - 06/23 17:00:00,0.0,64203393.11409139,0.0,65076195.375803459,0.0,56568473.85655533,0.0,69518923.04227765,15227.675323959324,14989.283226042713,15008.598447403805,18067.055495775334,227853404.9754522,255366985.3887278,35233267.594637479,0.0 - 06/23 18:00:00,0.0,57503267.64505266,0.0,61522646.71091489,0.0,51972489.99414666,0.0,65711803.34593503,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,236710207.6960492,14093307.03785499,0.0 - 06/23 19:00:00,0.0,59182857.96978777,0.0,68004665.72827129,0.0,56167413.748051229,0.0,70559760.07112631,10193.958236746712,10034.369918869412,10047.30022869672,12094.742320591577,152533334.53765593,253914697.51723663,63419881.67034747,0.0 - 06/23 20:00:00,0.0,54135317.19307342,0.0,55812402.64558704,0.0,54576065.73282767,0.0,64902388.49420463,7680.907626252055,7560.661584491175,7570.404268643479,9113.103700278929,114930277.8467963,229426174.06569276,63419881.67034747,69761869.8373822 - 06/23 21:00:00,0.0,42484884.78886381,0.0,40790693.80690462,0.0,44859080.94174537,0.0,51901312.72990316,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,180035972.26741696,49326574.63249246,69761869.8373822 - 06/23 22:00:00,0.0,34292948.237370338,0.0,32611059.92505162,0.0,37833677.72103195,0.0,43126291.5352779,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,147863977.4187318,35233267.594637479,69761869.8373822 - 06/23 23:00:00,0.0,27226473.834889868,0.0,25214856.38958721,0.0,32173623.080445999,0.0,35776989.28029394,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,120391942.58521702,35233267.594637479,62010550.96656194 - 06/23 24:00:00,0.0,17690797.417212804,0.0,15442276.941642108,0.0,23944719.155678765,0.0,25393072.532071543,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,82470866.04660522,35233267.594637479,46507913.22492146 - 06/24 01:00:00,0.0,3713498.43483959,0.0,1590304.3226939212,0.0,10875034.326704137,0.0,9447249.390635612,2577.5331272446608,2537.181365299316,2540.450782453222,3058.1446649875408,38567915.78394506,25626086.47487326,21139960.556782485,23253956.61246073 - 06/24 02:00:00,0.0,0.0,0.0,0.0,0.0,1439639.5380094434,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,1439639.5380094434,14093307.03785499,0.0 - 06/24 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 06/24 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 06/24 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 06/24 06:00:00,0.0,3152667.9925029065,0.0,20673813.606099748,0.0,18256126.256530879,0.0,12792608.479899403,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,54875216.33503293,14093307.03785499,0.0 - 06/24 07:00:00,0.0,28780765.70616471,0.0,38747565.836610499,0.0,35289012.16926039,0.0,38586750.33343491,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,141404094.04547049,14093307.03785499,15502637.741640486 - 06/24 08:00:00,0.0,60400626.1913034,0.0,61957086.17358877,0.0,56726509.89350058,0.0,68108449.52317317,20437.2595953421,20117.31048381001,20143.233691699592,24248.02837171385,305804995.71323606,247192671.7815659,56373228.15141996,38756594.35410121 - 06/24 09:00:00,0.0,72538410.70546328,0.0,70522909.7596913,0.0,58191334.89735354,0.0,71360541.61850217,17814.352073166083,17535.46506819657,17558.061304744653,21136.04871918739,266558137.79506094,272613196.9810103,56373228.15141996,38756594.35410121 - 06/24 10:00:00,0.0,66578347.373877767,0.0,61578775.05116586,0.0,41694121.578400868,0.0,52685532.08995585,12669.679808651535,12471.333607720662,12487.40419399677,15032.091461554393,189577832.6589241,222536776.09340034,28186614.07570998,0.0 - 06/24 11:00:00,0.0,75243912.69355391,0.0,67259065.59628745,0.0,41870570.00521119,0.0,53915347.181097257,10090.085035918712,9932.1228723779,9944.921426449666,11971.500732892993,150979068.24350138,238288895.4761498,28186614.07570998,0.0 - 06/24 12:00:00,0.0,74135842.47354788,0.0,65407236.438721869,0.0,38416721.85794155,0.0,50797943.03028315,5045.042517959356,4966.06143618895,4972.460713224833,5985.750366446497,75489534.12175069,228757743.80049444,28186614.07570998,0.0 - 06/24 13:00:00,0.0,77587159.52803964,0.0,68226071.35581234,0.0,40748153.23394926,0.0,54776194.11486694,5028.15217773648,4949.4355173931539,4955.813370235695,5965.710622515978,75236802.0763727,241337578.23266817,28186614.07570998,0.0 - 06/24 14:00:00,0.0,83160358.0369385,0.0,76239945.92910055,0.0,49318721.80227501,0.0,64679552.875636029,5010.310464645804,4931.873119649281,4938.228341549773,5944.54211099395,74969834.53261972,273398578.6439501,28186614.07570998,0.0 - 06/24 15:00:00,0.0,79927787.80995193,0.0,77086406.76989573,0.0,54764039.67029361,0.0,69242798.6951941,7542.22826660472,7424.153276089729,7433.720055353544,8948.565933773967,112855203.11455906,281021032.9453354,28186614.07570998,0.0 - 06/24 16:00:00,0.0,75520050.4018298,0.0,77742513.6422199,0.0,59025670.67114223,0.0,73038706.56247086,12570.380444341201,12373.58879348288,12389.53342558924,14914.276556289944,188092005.19093175,285326941.27766278,28186614.07570998,0.0 - 06/24 17:00:00,0.0,68324539.16876276,0.0,71027807.65805066,0.0,56075435.975415188,0.0,70839013.62224955,12612.606294898389,12415.153590472375,12431.151783062083,14964.375916116242,188723835.30437673,266266796.4244781,35233267.594637479,0.0 - 06/24 18:00:00,0.0,61746123.732978779,0.0,67215003.30496036,0.0,52284837.340442899,0.0,67639468.95761232,17683.400339907337,17406.563408751015,17428.993542354183,20980.67948641086,264598692.39872424,248885433.33599437,14093307.03785499,0.0 - 06/24 19:00:00,0.0,64327302.730725187,0.0,71943354.10859092,0.0,58158290.357297729,0.0,73661331.00866819,17737.551732112148,17459.867050808924,17482.365871595477,21044.92804617615,265408965.7224937,268090278.205282,63419881.67034747,0.0 - 06/24 20:00:00,0.0,63391185.504696007,0.0,64766233.861069,0.0,60981382.689114559,0.0,73725365.28312162,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,262864167.3380012,63419881.67034747,69761869.8373822 - 06/24 21:00:00,0.0,53388770.49766805,0.0,53189642.498560618,0.0,52076658.54537899,0.0,62390612.762150797,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,221045684.30375845,49326574.63249246,69761869.8373822 - 06/24 22:00:00,0.0,38796615.88991371,0.0,37242004.04893589,0.0,41547972.45656089,0.0,47682392.94737542,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,165268985.3427859,35233267.594637479,69761869.8373822 - 06/24 23:00:00,0.0,26293857.14729049,0.0,23417158.352888075,0.0,32570539.685639427,0.0,35120875.29455388,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,117402430.48037188,35233267.594637479,62010550.96656194 - 06/24 24:00:00,0.0,16040546.207196495,0.0,12893668.069642615,0.0,23805704.78783312,0.0,23777946.668706836,2565.4182837654495,2525.256181954793,2528.510232292782,3043.770865651462,38386640.02919215,76517865.73337907,35233267.594637479,46507913.22492146 - 06/25 01:00:00,0.0,5213048.264842235,0.0,1670793.0121787277,0.0,12241501.172421949,0.0,10880585.539003129,2565.4182837654495,2525.256181954793,2528.510232292782,3043.770865651462,38386640.02919215,30005927.988446043,21139960.556782485,23253956.61246073 - 06/25 02:00:00,0.0,0.0,0.0,0.0,0.0,2115478.555281,0.0,354930.48081095158,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,2470409.036091952,14093307.03785499,0.0 - 06/25 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 06/25 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 06/25 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 06/25 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 06/25 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,77411493.45675157,0.0,14093307.03785499,15502637.741640486 - 06/25 08:00:00,0.0,0.0,0.0,0.0,0.0,4340268.184385708,0.0,0.0,20678.775770011893,20355.045677710543,20381.275231662596,24534.578093720396,309418829.1831795,4340268.184385708,56373228.15141996,38756594.35410121 - 06/25 09:00:00,0.0,5911470.3874198109,0.0,778219.3543682922,0.0,12068760.287653093,0.0,4931168.804625872,18102.527631398207,17819.12918430547,17842.09095102016,21477.95801869248,270870140.82749876,23689618.83406707,56373228.15141996,38756594.35410121 - 06/25 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,193386768.2394872,0.0,28186614.07570998,0.0 - 06/25 11:00:00,0.0,6517018.021967964,0.0,0.0,0.0,0.0,0.0,0.0,10327.407978683552,10165.730480201208,10178.830061519484,12253.075345309817,154530157.9165706,6517018.021967964,28186614.07570998,0.0 - 06/25 12:00:00,0.0,11246607.127526317,0.0,0.0,0.0,0.0,0.0,0.0,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,11246607.127526317,28186614.07570998,0.0 - 06/25 13:00:00,0.0,16681912.758530166,0.0,4291794.301780972,0.0,0.0,0.0,0.0,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,20973707.06031114,28186614.07570998,0.0 - 06/25 14:00:00,0.0,18388827.5848432,0.0,8331337.161401565,0.0,4189253.850365205,0.0,2093647.6331652543,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,33003066.229775225,28186614.07570998,0.0 - 06/25 15:00:00,0.0,19469398.447769505,0.0,11834840.666099994,0.0,9475961.774847735,0.0,8459680.88896108,7722.115740063311,7601.224577593351,7611.019531302445,9161.995554305577,115546879.45175286,49239881.77767831,28186614.07570998,0.0 - 06/25 16:00:00,0.0,22442787.83657424,0.0,18193566.91698104,0.0,17571273.559687795,0.0,17529204.911162728,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,75736833.22440581,28186614.07570998,0.0 - 06/25 17:00:00,0.0,23774871.52577841,0.0,21118650.918499259,0.0,23182863.658574244,0.0,25492651.485768934,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,93569037.58862086,35233267.594637479,0.0 - 06/25 18:00:00,0.0,18641621.26643257,0.0,18613292.91590895,0.0,20546978.990154886,0.0,23791471.948884217,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,81593365.12138063,14093307.03785499,0.0 - 06/25 19:00:00,0.0,23402504.039379855,0.0,28015304.88776461,0.0,27502469.89016876,0.0,32322354.35221832,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,111242633.16953154,63419881.67034747,0.0 - 06/25 20:00:00,0.0,16638992.300521482,0.0,15775451.659862146,0.0,24162254.546861546,0.0,25070755.436198005,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,81647453.94344317,63419881.67034747,69761869.8373822 - 06/25 21:00:00,0.0,4526876.689155055,0.0,889865.0043850155,0.0,14268680.259511188,0.0,11546244.387163062,10345.79568214947,10183.830320739144,10196.953225549367,12274.891653570337,154805295.17522998,31231666.34021432,49326574.63249246,69761869.8373822 - 06/25 22:00:00,0.0,26535.964386015225,0.0,0.0,0.0,9350162.458753299,0.0,5492974.602358484,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,14869673.025497795,35233267.594637479,69761869.8373822 - 06/25 23:00:00,0.0,0.0,0.0,0.0,0.0,5032347.554647252,0.0,692933.6896192087,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,77415055.71747336,5725281.244266461,35233267.594637479,62010550.96656194 - 06/25 24:00:00,0.0,0.0,2822418.752162094,0.0,0.0,1069601.3580643153,0.0,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,41523742.54596958,1069601.3580643153,35233267.594637479,46507913.22492146 - 06/26 01:00:00,7917599.542358059,0.0,13782745.875370752,0.0,0.0,0.0,147780.08218719046,0.0,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,60555504.49779156,0.0,21139960.556782485,23253956.61246073 - 06/26 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,19350314.658758403,0.0,14093307.03785499,0.0 - 06/26 03:00:00,597403.853063792,0.0,3988678.821333711,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,23928835.43591832,0.0,14093307.03785499,0.0 - 06/26 04:00:00,7116134.377632726,0.0,9857033.984439634,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,36315921.123593177,0.0,14093307.03785499,0.0 - 06/26 05:00:00,1758885.019597452,0.0,727131.4566841234,0.0,0.0,0.0,26915.718017698975,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,21859640.79066331,0.0,14093307.03785499,0.0 - 06/26 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 06/26 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765386,77373489.61708084,0.0,14093307.03785499,15502637.741640486 - 06/26 08:00:00,0.0,12444948.775013123,0.0,20696932.800396839,0.0,19981675.86814099,0.0,16976457.830063017,20643.826563197203,20320.643607248312,20346.828830621223,24493.11219392801,308895880.3019811,70100015.27361396,56373228.15141996,38756594.35410121 - 06/26 09:00:00,0.0,37724968.7282773,0.0,36200365.844791937,0.0,29967431.34547078,0.0,33742493.29837601,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,137635259.21691603,56373228.15141996,38756594.35410121 - 06/26 10:00:00,0.0,37275667.2435621,0.0,31712498.735628219,0.0,18626354.342947589,0.0,21865681.494537154,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,109480201.81667507,28186614.07570998,0.0 - 06/26 11:00:00,0.0,47973672.437791738,0.0,39021913.09262981,0.0,20925268.76524029,0.0,25502943.13081193,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,133423797.42647377,28186614.07570998,0.0 - 06/26 12:00:00,0.0,54104828.563168998,0.0,41287406.744507137,0.0,20261319.50029809,0.0,26016647.84489413,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,141670202.65286837,28186614.07570998,0.0 - 06/26 13:00:00,0.0,59716087.31417751,0.0,46267890.51684823,0.0,24010191.233520025,0.0,31662682.57840251,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,161656851.64294828,28186614.07570998,0.0 - 06/26 14:00:00,0.0,61732267.743243228,0.0,50269008.527799639,0.0,30430936.22735673,0.0,38585789.81144004,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,181018002.30983965,28186614.07570998,0.0 - 06/26 15:00:00,0.0,61521987.95830345,0.0,54352596.30739333,0.0,38149180.93496119,0.0,46267610.920251909,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,200291376.12090988,28186614.07570998,0.0 - 06/26 16:00:00,0.0,56534687.337103087,0.0,54172800.69476047,0.0,42077150.36900059,0.0,49813160.86907525,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,202597799.26993943,28186614.07570998,0.0 - 06/26 17:00:00,0.0,50225274.42140509,0.0,48680068.484360817,0.0,39817430.77087909,0.0,47962402.77594212,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,186685176.45258714,35233267.594637479,0.0 - 06/26 18:00:00,0.0,36050823.14358999,0.0,35201637.217291187,0.0,29033572.331567039,0.0,34925819.71698818,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,135211852.40943638,14093307.03785499,0.0 - 06/26 19:00:00,0.0,38605982.32250576,0.0,38635372.76882257,0.0,36538646.31260888,0.0,42809417.818456318,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,156589419.2223935,63419881.67034747,0.0 - 06/26 20:00:00,0.0,40992732.99253763,0.0,38482840.154176969,0.0,42931678.73758736,0.0,48590463.64336403,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,170997715.52766598,63419881.67034747,69761869.8373822 - 06/26 21:00:00,0.0,29268391.34561032,0.0,25321982.810078939,0.0,33349493.358554305,0.0,36133014.81346135,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,124072882.3277049,49326574.63249246,69761869.8373822 - 06/26 22:00:00,0.0,22880146.82279355,0.0,19040706.510192824,0.0,27853311.452291028,0.0,29319243.23925131,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,99093408.02452871,35233267.594637479,69761869.8373822 - 06/26 23:00:00,0.0,18873090.399452207,0.0,15121173.795745539,0.0,24393792.60138589,0.0,25040128.945808039,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,83428185.74239168,35233267.594637479,62010550.96656194 - 06/26 24:00:00,0.0,11524793.978507605,0.0,7808360.810336785,0.0,18131309.04507174,0.0,17223587.909078674,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,54688051.7429948,35233267.594637479,46507913.22492146 - 06/27 01:00:00,0.0,304575.71834252736,0.0,0.0,0.0,5174130.253137912,0.0,1260467.6543036437,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,6739173.625784081,21139960.556782485,23253956.61246073 - 06/27 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,0.0,14093307.03785499,0.0 - 06/27 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 06/27 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 06/27 05:00:00,0.0,0.0,619421.427820649,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19962793.83209086,0.0,14093307.03785499,0.0 - 06/27 06:00:00,0.0,0.0,3849240.5282599006,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,23197107.7302241,0.0,14093307.03785499,0.0 - 06/27 07:00:00,0.0,0.0,1663489.9012291218,0.0,0.0,0.0,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,79066137.4888441,0.0,14093307.03785499,15502637.741640486 - 06/27 08:00:00,11692521.130609803,0.0,13998079.28599676,0.0,0.0,0.0,7674733.605745628,0.0,20691.59136429894,20367.660641478287,20393.906451098734,24549.78330714068,342975924.37281218,0.0,56373228.15141996,38756594.35410121 - 06/27 09:00:00,20405187.343090018,0.0,26949789.078035226,0.0,8544592.239595654,0.0,18819657.616427054,0.0,18105.14244376157,17821.703061293498,17844.66814471139,21481.06039374809,345628492.83380028,0.0,56373228.15141996,38756594.35410121 - 06/27 10:00:00,19524997.463443106,0.0,24114962.684505445,0.0,12889423.392912174,0.0,21312063.70366258,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,271320119.2641653,0.0,28186614.07570998,0.0 - 06/27 11:00:00,18062250.845788924,0.0,22615033.091557433,0.0,12360774.733039387,0.0,20131932.508213696,0.0,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,227916970.41276113,0.0,28186614.07570998,0.0 - 06/27 12:00:00,9657283.084623684,0.0,13719700.958817676,0.0,8482379.287430736,0.0,14160094.893348223,0.0,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,123347073.87974414,0.0,28186614.07570998,0.0 - 06/27 13:00:00,6276109.469140336,0.0,10072150.641256798,0.0,6186568.713549962,0.0,10862677.72063288,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,110662585.50286529,0.0,28186614.07570998,0.0 - 06/27 14:00:00,5641915.220351381,0.0,9360415.221207872,0.0,5298393.945203305,0.0,9724237.076098588,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,107290040.42114647,0.0,28186614.07570998,0.0 - 06/27 15:00:00,2675377.6990742047,0.0,4985617.738903556,0.0,2713390.7979684018,0.0,5783371.836019042,0.0,7737.623793576347,7616.489849635616,7626.304474205831,9180.395267819998,131936686.25882125,0.0,28186614.07570998,0.0 - 06/27 16:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,0.0,28186614.07570998,0.0 - 06/27 17:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,0.0,35233267.594637479,0.0 - 06/27 18:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,0.0,14093307.03785499,0.0 - 06/27 19:00:00,0.0,8592930.029797823,0.0,8367261.950357852,0.0,13144077.00878854,0.0,11301908.53127931,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,41406177.52022353,63419881.67034747,0.0 - 06/27 20:00:00,0.0,14643588.056054946,0.0,12358840.823438302,0.0,23469184.484266513,0.0,23546820.068511525,10327.407978683552,10165.730480201208,10178.830061519484,12253.075345309817,154530157.9165706,74018433.43227127,63419881.67034747,69761869.8373822 - 06/27 21:00:00,0.0,6538798.207765041,0.0,1309096.1551100494,0.0,16665966.836328961,0.0,14784348.939652857,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,39298210.1388569,49326574.63249246,69761869.8373822 - 06/27 22:00:00,0.0,2077552.2718334939,0.0,0.0,0.0,13327152.776801257,0.0,10682203.709171027,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,26086908.75780578,35233267.594637479,69761869.8373822 - 06/27 23:00:00,0.0,0.0,0.0,0.0,0.0,8402871.041183247,0.0,3658523.676772602,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,77373489.61708084,12061394.71795585,35233267.594637479,62010550.96656194 - 06/27 24:00:00,0.0,0.0,2469268.5018343676,0.0,0.0,533741.1712761622,0.0,0.0,2586.4489205373677,2545.957580184786,2549.2383063873419,3068.7229133925845,41170592.295641858,533741.1712761622,35233267.594637479,46507913.22492146 - 06/28 01:00:00,11546688.398719438,0.0,17742213.97523143,0.0,0.0,0.0,3413937.2913354926,0.0,2586.676972732493,2546.1820621802537,2549.463077650773,3068.993488616813,71407575.82953556,0.0,21139960.556782485,23253956.61246073 - 06/28 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,19350314.658758403,0.0,14093307.03785499,0.0 - 06/28 03:00:00,0.0,0.0,2169773.962868366,0.0,0.0,0.0,0.0,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,21522142.044992966,0.0,14093307.03785499,0.0 - 06/28 04:00:00,5905642.344743511,0.0,10170548.666972856,0.0,0.0,0.0,0.0,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,35426505.67047477,0.0,14093307.03785499,0.0 - 06/28 05:00:00,3111860.1506844505,0.0,1066547.016234972,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,23521159.92844024,0.0,14093307.03785499,0.0 - 06/28 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 06/28 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765386,77373489.61708084,0.0,14093307.03785499,15502637.741640486 - 06/28 08:00:00,0.0,19285674.639447169,0.0,26881351.755995819,0.0,30442911.228188136,0.0,29237716.11547546,20643.826563197203,20320.643607248312,20346.828830621223,24493.11219392801,308895880.3019811,105847653.73910658,56373228.15141996,38756594.35410121 - 06/28 09:00:00,0.0,35719633.572327937,0.0,34993378.119875777,0.0,34098002.97478847,0.0,38239739.761200908,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,143050754.4281931,56373228.15141996,38756594.35410121 - 06/28 10:00:00,0.0,32313000.582220809,0.0,24223387.247807545,0.0,19528147.782281318,0.0,21569581.21203273,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,97634116.82434242,28186614.07570998,0.0 - 06/28 11:00:00,0.0,37723225.384466078,0.0,25149745.027943348,0.0,16945630.90065069,0.0,19020093.6346781,10271.933697446557,10111.124659185693,10124.153875330092,12187.257228205619,153700090.05660466,98838694.9477382,28186614.07570998,0.0 - 06/28 12:00:00,0.0,42737578.038547817,0.0,28526129.80309254,0.0,15705135.450937814,0.0,19128378.97793495,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,106097222.2705131,28186614.07570998,0.0 - 06/28 13:00:00,0.0,46946230.147951569,0.0,32340671.72242218,0.0,18109033.70825735,0.0,23354662.466030655,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,120750598.04466173,28186614.07570998,0.0 - 06/28 14:00:00,0.0,51497332.53701605,0.0,38967224.490382049,0.0,25786829.545092469,0.0,32023717.476844565,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,148275104.04933513,28186614.07570998,0.0 - 06/28 15:00:00,0.0,53058694.930842328,0.0,45417263.532638769,0.0,34819305.8520488,0.0,41300357.93890589,7663.972348253287,7543.991431428752,7553.712634387347,9093.010639392696,114676873.39246349,174595622.25443579,28186614.07570998,0.0 - 06/28 16:00:00,0.0,50971991.78820061,0.0,48813453.681655678,0.0,41267990.08253149,0.0,47722575.03063126,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,188776010.58301903,28186614.07570998,0.0 - 06/28 17:00:00,0.0,51321637.13966935,0.0,50481087.50283773,0.0,46061043.369121577,0.0,55151827.38384872,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,203015595.39547736,35233267.594637479,0.0 - 06/28 18:00:00,0.0,43894787.34023186,0.0,45837686.219995457,0.0,40897621.24170486,0.0,50648335.03174278,17901.020328267925,17620.77651559685,17643.482684652467,21238.87729553505,267854964.56658826,181278429.83367498,14093307.03785499,0.0 - 06/28 19:00:00,0.0,45842610.631307628,0.0,53131273.93710257,0.0,45287965.051273617,0.0,56082527.24587208,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,200344376.86555589,63419881.67034747,0.0 - 06/28 20:00:00,0.0,39446224.17763762,0.0,40140542.29449028,0.0,41967058.07904406,0.0,48651326.463270518,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,170205151.01444248,63419881.67034747,69761869.8373822 - 06/28 21:00:00,0.0,30196003.33863964,0.0,27170328.920766429,0.0,34975537.72630735,0.0,38650728.04265459,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,130992598.028368,49326574.63249246,69761869.8373822 - 06/28 22:00:00,0.0,24377168.66972044,0.0,21368112.702367695,0.0,30195354.777315108,0.0,32623868.820311674,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,108564504.9697149,35233267.594637479,69761869.8373822 - 06/28 23:00:00,0.0,18521270.490076014,0.0,15539136.33741504,0.0,24954096.63617777,0.0,26160765.156895587,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,85175268.6205644,35233267.594637479,62010550.96656194 - 06/28 24:00:00,0.0,10820376.13702185,0.0,7992471.517478695,0.0,17900942.656457087,0.0,17495080.106776529,2577.5331272446608,2537.181365299316,2540.450782453222,3058.1446649875408,38567915.78394506,54208870.41773416,35233267.594637479,46507913.22492146 - 06/29 01:00:00,0.0,123298.48664097468,0.0,0.0,0.0,5679940.0312310489,0.0,2928733.5686891397,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,8731972.086561162,21139960.556782485,23253956.61246073 - 06/29 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 06/29 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 06/29 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/29 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 06/29 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 06/29 07:00:00,0.0,601804.2495731218,0.0,7946397.5341212539,0.0,9018745.671299186,0.0,5060680.435881608,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142676,22627627.890875173,14093307.03785499,15502637.741640486 - 06/29 08:00:00,0.0,37321992.78976184,0.0,39099643.85633734,0.0,36191007.88221471,0.0,40718934.053606998,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,153331578.5819209,56373228.15141996,38756594.35410121 - 06/29 09:00:00,0.0,54040671.27536187,0.0,51669438.68424281,0.0,42148313.01362818,0.0,50215151.8172386,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,198073574.79047147,56373228.15141996,38756594.35410121 - 06/29 10:00:00,0.0,55574133.1643168,0.0,49850255.610641989,0.0,32801742.044297778,0.0,40520394.95101604,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,178746525.7702726,28186614.07570998,0.0 - 06/29 11:00:00,0.0,42812220.48393816,0.0,35184602.76038438,0.0,24315655.23723986,0.0,27997768.20067439,12839.917121808196,12638.905823982113,12655.192344162615,15234.071535257024,192125112.5707558,130310246.68223679,28186614.07570998,0.0 - 06/29 12:00:00,0.0,15031233.704352504,0.0,10095587.249655216,0.0,11129237.554830039,0.0,9583635.300038401,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,45839693.80887616,28186614.07570998,0.0 - 06/29 13:00:00,0.0,6726174.4792336919,0.0,1560012.4317597459,0.0,5450872.726622794,0.0,2164034.797657036,7722.115740063311,7601.224577593351,7611.019531302445,9161.995554305577,115546879.45175286,15901094.435273268,28186614.07570998,0.0 - 06/29 14:00:00,0.0,12921829.256002844,0.0,6988541.56871493,0.0,6357931.208569907,0.0,3795612.626568276,7722.115740063311,7601.224577593351,7611.019531302445,9161.995554305577,115546879.45175286,30063914.659855956,28186614.07570998,0.0 - 06/29 15:00:00,0.0,1007850.7053536949,0.0,0.0,0.0,857559.6588695855,0.0,0.0,7722.115740063311,7601.224577593351,7611.019531302445,9161.995554305577,115546879.45175286,1865410.3642232803,28186614.07570998,0.0 - 06/29 16:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18018.270060147723,17736.19068105115,17759.045573039035,21377.989626713006,269609385.3874233,0.0,28186614.07570998,0.0 - 06/29 17:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,23166.347220189935,22803.673732780055,22833.05859390733,27485.986662916723,346640638.3552586,0.0,35233267.594637479,0.0 - 06/29 18:00:00,0.0,0.0,4583300.148999624,0.0,0.0,0.0,0.0,0.0,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,274399444.69509008,0.0,14093307.03785499,0.0 - 06/29 19:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,0.0,63419881.67034747,0.0 - 06/29 20:00:00,0.0,783379.4323718004,0.0,0.0,0.0,19850587.39556528,0.0,10633771.886049819,15465.198763467964,15223.088191795892,15242.704694719334,18348.867989925246,231407494.70367036,31267738.713986897,63419881.67034747,69761869.8373822 - 06/29 21:00:00,0.0,5690041.579566231,0.0,0.0,0.0,18612483.01630374,0.0,15697783.665420106,12880.062846777017,12678.423060137373,12694.760502310099,15281.702905475997,192725817.53292174,40000308.26129007,49326574.63249246,69761869.8373822 - 06/29 22:00:00,0.0,1940579.9891299115,0.0,0.0,0.0,15523249.831900616,0.0,11958089.611662632,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,29421919.432693159,35233267.594637479,69761869.8373822 - 06/29 23:00:00,0.0,0.0,0.0,0.0,0.0,11410491.682453875,0.0,5999270.090646208,7737.623793576347,7616.489849635616,7626.304474205831,9180.395267819998,115778928.18685605,17409761.77310008,35233267.594637479,62010550.96656194 - 06/29 24:00:00,0.0,0.0,0.0,0.0,0.0,6449279.692207788,0.0,0.0,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,6449279.692207788,35233267.594637479,46507913.22492146 - 06/30 01:00:00,0.0,0.0,2389558.3212413277,0.0,0.0,0.0,0.0,0.0,2576.0125693554034,2535.6846120274747,2538.9521004620198,3056.3405810951996,40934721.82782567,0.0,21139960.556782485,23253956.61246073 - 06/30 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.7665636223304,1268.590682649658,1270.225391226611,1529.0723324937704,19283957.89197253,0.0,14093307.03785499,0.0 - 06/30 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,0.0,14093307.03785499,0.0 - 06/30 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,0.0,14093307.03785499,0.0 - 06/30 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,0.0,14093307.03785499,0.0 - 06/30 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,0.0,14093307.03785499,0.0 - 06/30 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,0.0,14093307.03785499,15502637.741640486 - 06/30 08:00:00,0.0,19705256.762708568,0.0,16456494.695584663,0.0,20923714.12319095,0.0,21126517.583690108,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.65895295,78211983.16517428,56373228.15141996,38756594.35410121 - 06/30 09:00:00,0.0,13961496.0156077,0.0,10076965.520269229,0.0,16994941.509429568,0.0,16565845.785374405,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,57599248.83068091,56373228.15141996,38756594.35410121 - 06/30 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7716.808856023122,7596.000773812809,7605.78899611755,9155.69913896811,115467471.95371773,0.0,28186614.07570998,0.0 - 06/30 11:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7716.808856023122,7596.000773812809,7605.78899611755,9155.69913896811,115467471.95371773,0.0,28186614.07570998,0.0 - 06/30 12:00:00,0.0,39012.92899320833,0.0,0.0,0.0,0.0,0.0,0.0,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,39012.92899320833,28186614.07570998,0.0 - 06/30 13:00:00,0.0,7750335.327445118,0.0,1769920.2353090214,0.0,3993232.884370406,0.0,0.0,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,13513488.447124545,28186614.07570998,0.0 - 06/30 14:00:00,0.0,21098735.603530937,0.0,18605912.170199187,0.0,11291577.591048968,0.0,12865491.31687638,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,63861716.68165547,28186614.07570998,0.0 - 06/30 15:00:00,0.0,20052521.95505887,0.0,17579109.81163331,0.0,12707600.797021199,0.0,13959812.324167157,10241.210168336072,10080.882112654901,10093.872358191304,12150.804933705236,153240370.46239505,64299044.887880537,28186614.07570998,0.0 - 06/30 16:00:00,0.0,19080283.906603,0.0,17284215.87666569,0.0,17093387.892713164,0.0,18668354.380112336,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,72126242.05609419,28186614.07570998,0.0 - 06/30 17:00:00,0.0,43174860.39926344,0.0,44895321.40546089,0.0,40305099.06505007,0.0,48917004.20003713,15308.145071989604,15068.49320515596,15087.910496659935,18162.529780094137,229057482.79403869,177292285.06981156,35233267.594637479,0.0 - 06/30 18:00:00,0.0,34395264.83724631,0.0,37368645.2751768,0.0,33320668.259036516,0.0,41620858.96483447,17839.426914306743,17560.147358021466,17582.77540021926,21165.799061035257,266933335.44089783,146705437.3362941,14093307.03785499,0.0 - 06/30 19:00:00,0.0,45340858.82682565,0.0,53844252.00650172,0.0,46933107.76108719,0.0,58613359.850956808,10239.244527044078,10078.947243844024,10091.934996104475,12148.472775345426,153210958.3524168,204731578.44537137,63419881.67034747,0.0 - 06/30 20:00:00,0.0,43138964.87042187,0.0,44599217.1512273,0.0,48080217.56033665,0.0,55774388.713872309,7697.570676808126,7577.063771882303,7586.827591927196,9132.873773695965,115179608.93152893,191592788.29585812,63419881.67034747,69761869.8373822 - 06/30 21:00:00,0.0,30362000.103955375,0.0,28171152.750621894,0.0,37399578.887013617,0.0,41409839.45260304,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,137342571.19419394,49326574.63249246,69761869.8373822 - 06/30 22:00:00,0.0,21307909.825316553,0.0,18962310.504576293,0.0,29481027.955644877,0.0,31407326.885014174,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,101158575.17055188,35233267.594637479,69761869.8373822 - 06/30 23:00:00,0.0,15424152.58345616,0.0,12883448.884656767,0.0,24257341.932104544,0.0,24697234.046515749,5155.647257242486,5074.9346376453099,5081.474208913725,6116.978667563472,77144525.17691398,77262177.44673322,35233267.594637479,62010550.96656194 - 06/30 24:00:00,0.0,9717137.710055907,0.0,7267109.576570261,0.0,18403449.23743533,0.0,17633131.811895856,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,53020828.33595735,35233267.594637479,46507913.22492146 - 07/01 01:00:00,0.0,290337.74536040649,0.0,0.0,0.0,8008208.059827688,0.0,5805398.406346275,2575.6948680023635,2535.3718843483836,2538.6389698013947,3055.9636405672238,38540409.705789718,14103944.211534368,21139960.556782485,23253956.61246073 - 07/01 02:00:00,0.0,0.0,0.0,0.0,0.0,611562.1425514526,0.0,0.0,1286.495348732047,1266.3550240521768,1267.986851754838,1526.3776227240513,19249973.450147205,611562.1425514526,14093307.03785499,0.0 - 07/01 03:00:00,0.0,0.0,0.0,0.0,0.0,812095.174761248,0.0,0.0,1285.3868045088655,1265.2638342956078,1266.8942558888924,1525.0623773189807,19233386.179244449,812095.174761248,14093307.03785499,0.0 - 07/01 04:00:00,0.0,0.0,0.0,0.0,0.0,546262.4736269279,0.0,0.0,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,546262.4736269279,14093307.03785499,0.0 - 07/01 05:00:00,0.0,0.0,0.0,0.0,0.0,3980.9992936936826,0.0,0.0,1285.3868045088655,1265.2638342956078,1266.8942558888924,1525.0623773189807,19233386.179244449,3980.9992936936826,14093307.03785499,0.0 - 07/01 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,0.0,14093307.03785499,0.0 - 07/01 07:00:00,0.0,0.0,0.0,0.0,0.0,2252312.127996888,0.0,0.0,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,2252312.127996888,14093307.03785499,15502637.741640486 - 07/01 08:00:00,0.0,19960815.72405376,0.0,13362915.43450959,0.0,31697273.93737375,0.0,27651337.85922247,20428.597590636127,20108.784084403607,20134.69630515728,24237.75123377926,305675385.17031458,92672342.95515958,56373228.15141996,38756594.35410121 - 07/01 09:00:00,0.0,22772728.504208358,0.0,20320163.349276443,0.0,24896531.96534643,0.0,26689199.389515245,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,94678623.20834649,56373228.15141996,38756594.35410121 - 07/01 10:00:00,0.0,12422853.984029115,0.0,8172497.840054639,0.0,8723299.796488207,0.0,8310665.517015553,12759.591280969275,12559.837499166297,12576.022131739937,15138.767991327491,190923188.0515308,37629317.13758751,28186614.07570998,0.0 - 07/01 11:00:00,0.0,53434303.105010639,0.0,39802031.706539209,0.0,23487267.672427164,0.0,29654672.859406376,10169.738930740266,10010.529770616604,10023.429359979575,12066.007038522675,152170938.35949285,146378275.34338338,28186614.07570998,0.0 - 07/01 12:00:00,0.0,52403591.62761019,0.0,41147288.18071182,0.0,22834185.101874155,0.0,30320051.05388531,5073.251640952366,4993.828940099099,5000.263998397941,6019.219414069279,75911630.37666726,146705115.96408148,28186614.07570998,0.0 - 07/01 13:00:00,0.0,61547050.280323367,0.0,48470944.92645693,0.0,27748486.16457073,0.0,37787075.97117518,5070.578323020321,4991.197473457986,4997.629140843472,6016.047624389726,75871629.22216141,175553557.3425262,28186614.07570998,0.0 - 07/01 14:00:00,0.0,65476598.631964799,0.0,55046898.43489833,0.0,33699372.417284097,0.0,43877287.109026048,5063.750523638325,4984.476564549041,4990.899571357408,6007.946701056114,75769464.09816319,198100156.59317328,28186614.07570998,0.0 - 07/01 15:00:00,0.0,69195758.0962526,0.0,65983702.16051334,0.0,45954808.23610318,0.0,58032003.77286562,7593.54044432593,7474.662152096436,7484.29401720232,9009.445873933944,113622992.95521108,239166272.26573477,28186614.07570998,0.0 - 07/01 16:00:00,0.0,57138300.08574937,0.0,58795731.90774882,0.0,52532804.00347701,0.0,62598680.05722016,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,231065516.05419538,28186614.07570998,0.0 - 07/01 17:00:00,0.0,54849599.2575491,0.0,56575155.6838427,0.0,51636562.52668749,0.0,62989566.24959642,12709.030158647052,12510.067920646197,12526.18842003804,15078.779149728869,190166636.33661659,226050883.71767576,35233267.594637479,0.0 - 07/01 18:00:00,0.0,46976299.19604192,0.0,50877015.23140682,0.0,43820939.548695188,0.0,55439790.84465294,17822.829155621665,17543.80944034491,17566.4164294682,21146.10645393081,266684981.3257161,197114044.82079689,14093307.03785499,0.0 - 07/01 19:00:00,0.0,53907489.40739518,0.0,63179996.149328518,0.0,52515661.94412413,0.0,66620426.57192487,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,236223574.07277269,63419881.67034747,0.0 - 07/01 20:00:00,0.0,49039310.44786385,0.0,50169124.53794239,0.0,50341451.7169752,0.0,59734640.267765808,10216.472928258037,10056.532138685017,10069.491006794608,12121.455142631152,152870224.3789277,209284526.97054724,63419881.67034747,69761869.8373822 - 07/01 21:00:00,0.0,38953740.95722128,0.0,37656913.53181179,0.0,41551591.94703527,0.0,48276197.569327447,10229.15447329596,10069.01515176963,10081.990105515695,12136.501311734313,153059979.75233615,166438444.00539578,49326574.63249246,69761869.8373822 - 07/01 22:00:00,0.0,32650043.663030916,0.0,31447326.323786417,0.0,35874298.49263107,0.0,41267846.78869621,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,141239515.2681446,35233267.594637479,69761869.8373822 - 07/01 23:00:00,0.0,28237710.59166738,0.0,26933462.717518905,0.0,31945619.580317119,0.0,36331233.46716475,5124.448769282119,5044.224567834035,5050.724566042987,6079.962852517997,76677698.72043769,123448026.35666815,35233267.594637479,62010550.96656194 - 07/01 24:00:00,0.0,16373038.204402699,0.0,13919351.694270324,0.0,23203360.931663518,0.0,24025537.62407287,2567.1461300615944,2526.956978494843,2530.2132204827705,3045.82088932589,38412493.98611435,77521288.45440939,35233267.594637479,46507913.22492146 - 07/02 01:00:00,0.0,2365267.87820275,0.0,0.0,0.0,10282858.440731127,0.0,8453208.070762072,2569.9987355686109,2529.764925930494,2533.024786245293,3049.2053968693187,38455177.84060938,21101334.38969595,21139960.556782485,23253956.61246073 - 07/02 02:00:00,0.0,0.0,0.0,0.0,0.0,424586.986959546,0.0,0.0,1285.9511712338049,1265.8193657541859,1267.4505032064568,1525.7319768949192,19241830.86152172,424586.986959546,14093307.03785499,0.0 - 07/02 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.6190426580759,1268.4454711536189,1270.079992610738,1528.8973045009037,19281750.51932401,0.0,14093307.03785499,0.0 - 07/02 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.1166853242785,1269.919667944497,1271.5560890546495,1530.674200355818,19304159.913645276,0.0,14093307.03785499,0.0 - 07/02 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.4700867570489,1269.2831919984604,1270.9187929443925,1529.9070358379848,19294484.78713639,0.0,14093307.03785499,0.0 - 07/02 06:00:00,0.0,0.0,0.0,0.0,0.0,2480546.466829297,0.0,0.0,1289.0547933292424,1268.8744000667389,1270.5094742425425,1529.4143060386169,19288270.705237707,2480546.466829297,14093307.03785499,0.0 - 07/02 07:00:00,0.0,0.0,0.0,13226711.280227879,0.0,18423929.577569274,0.0,14202999.492172499,5157.335723566575,5076.5966707141119,5083.138383681777,6118.981968404282,77169789.88692028,45853640.349969658,14093307.03785499,15502637.741640486 - 07/02 08:00:00,0.0,14720917.94882645,0.0,14368915.95814417,0.0,23443027.347150025,0.0,22844051.63498909,20622.589028969946,20299.738550581238,20325.8968356549,24467.91467025389,308578100.7076559,75376912.88910975,56373228.15141996,38756594.35410121 - 07/02 09:00:00,0.0,11150296.415593762,0.0,8547262.583436739,0.0,16477723.5237685,0.0,14972749.378348327,18059.886981053463,17777.156081296485,17800.063761383837,21427.36651475213,270232104.01854929,51148031.90114733,56373228.15141996,38756594.35410121 - 07/02 10:00:00,0.0,4885727.031636212,0.0,947784.7732505685,0.0,1097289.965100077,0.0,0.0,12899.919272181049,12697.968629497489,12714.331258131313,15305.261796251525,193022931.44182096,6930801.769986857,28186614.07570998,0.0 - 07/02 11:00:00,0.0,10377540.92018434,0.0,4919768.408312016,0.0,1883844.130930955,0.0,0.0,10314.67144713315,10153.193341428223,10166.276767363554,12237.963936808565,154339579.77384059,17181153.459427313,28186614.07570998,0.0 - 07/02 12:00:00,0.0,13742618.795198018,0.0,8055847.145368917,0.0,2548576.745974619,0.0,669569.6986967091,5153.877011333392,5073.192105266162,5079.72943110375,6114.878338366773,77118036.78985228,25016612.385238265,28186614.07570998,0.0 - 07/02 13:00:00,0.0,14997673.074807648,0.0,9233139.35161975,0.0,3388945.07108948,0.0,2395815.219108465,5154.476170632303,5073.7818846144759,5080.319970442952,6115.589218003614,77127002.07729604,30015572.716625349,28186614.07570998,0.0 - 07/02 14:00:00,0.0,11367160.74492427,0.0,6609923.823692411,0.0,3295737.5927820175,0.0,1741261.2079954404,5156.781997225132,5076.051613061842,5082.592623667088,6118.324993237193,77161504.41788852,23014083.369394144,28186614.07570998,0.0 - 07/02 15:00:00,0.0,8570397.322046625,0.0,5524808.520980784,0.0,2970648.922627559,0.0,1105570.6794329365,7736.003585349864,7614.895006071167,7624.707575522667,9178.472952606426,115754684.83038046,18171425.445087904,28186614.07570998,0.0 - 07/02 16:00:00,0.0,7723473.548444186,0.0,5286174.508251609,0.0,4721866.581112168,0.0,2854562.322910514,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,20586076.960718477,28186614.07570998,0.0 - 07/02 17:00:00,0.0,8245198.410681291,0.0,6608544.991906593,0.0,9989023.325953907,0.0,8877288.825302033,12887.665636223304,12685.906826496577,12702.253912266111,15290.723324937702,192839578.9197253,33720055.55384382,35233267.594637479,0.0 - 07/02 18:00:00,0.0,0.0,0.0,0.0,0.0,2011753.5002921164,0.0,0.0,18052.581214598682,17769.96468797844,17792.863101221497,21418.698501731786,270122787.0199095,2011753.5002921164,14093307.03785499,0.0 - 07/02 19:00:00,0.0,19064752.8455943,0.0,23389622.75636727,0.0,25591934.37672196,0.0,29533262.63243014,18050.675032483014,17768.08834749939,17790.984342886222,21416.43688941499,270094264.604221,97579572.61111367,63419881.67034747,0.0 - 07/02 20:00:00,0.0,21186598.69990316,0.0,20437571.700900586,0.0,30286690.708843069,0.0,32147335.19793398,10321.913281598601,10160.321803624156,10173.414415310612,12246.556096964005,154447940.15099056,104058196.3075808,63419881.67034747,69761869.8373822 - 07/02 21:00:00,0.0,10782531.09994153,0.0,6922050.090146929,0.0,20897683.37965756,0.0,19643845.50566629,10329.908016296402,10168.191379258846,10181.294131696737,12256.04154450516,154567566.25832574,58246110.0754123,49326574.63249246,69761869.8373822 - 07/02 22:00:00,0.0,3721095.3834418707,0.0,229361.56786871804,0.0,15043523.527078938,0.0,12371672.335867435,5166.4922193802699,5085.6098198777,5092.163147208015,6129.845801162297,77306799.55546183,31365652.81425696,35233267.594637479,69761869.8373822 - 07/02 23:00:00,0.0,0.0,0.0,0.0,0.0,10331620.026585307,0.0,6348434.9890786739,5169.415219711726,5088.487060093684,5095.0440950416909,6133.313829477789,77350536.73556961,16680055.015663978,35233267.594637479,62010550.96656194 - 07/02 24:00:00,0.0,0.0,0.0,0.0,0.0,3311767.1420655145,0.0,0.0,2585.6933312850158,2545.2138198231348,2548.4935876145507,3067.8264355872836,38690017.827515948,3311767.1420655145,35233267.594637479,46507913.22492146 - 07/03 01:00:00,4971936.810526663,0.0,10086480.255929234,0.0,0.0,0.0,0.0,0.0,2586.5659603899105,2546.0727877566034,2549.3536624158748,3068.8617767099406,53761492.14063628,0.0,21139960.556782485,23253956.61246073 - 07/03 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4030062155767,1273.1545408691798,1274.795130443272,1534.5732946467629,19353333.499829249,0.0,14093307.03785499,0.0 - 07/03 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 07/03 04:00:00,0.0,0.0,1010902.2152675144,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,20363775.579455407,0.0,14093307.03785499,0.0 - 07/03 05:00:00,0.0,0.0,977027.5689416943,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.139858478034,20324894.770905895,0.0,14093307.03785499,0.0 - 07/03 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2075301344287,1271.9777801890978,1273.6168533869443,1533.154907910608,19335445.457835884,0.0,14093307.03785499,0.0 - 07/03 07:00:00,0.0,0.0,0.0,7652779.099550198,0.0,11911772.86329656,0.0,6123316.274302518,5161.909022321121,5081.0983736235079,5087.64588749485,6124.408012803004,77238220.66647294,25687868.237149277,14093307.03785499,15502637.741640486 - 07/03 08:00:00,0.0,32093876.403220804,0.0,38691248.790345769,0.0,44364478.25546685,0.0,47864916.35146388,20615.50804533357,20292.768421064648,20318.917724415,24459.513353467093,308472147.1594091,163014519.8004973,56373228.15141996,38756594.35410121 - 07/03 09:00:00,0.0,48855681.862350407,0.0,46121046.931863088,0.0,46548864.984808567,0.0,53699031.104135718,18000.714058161273,17718.909521550864,17741.74214500088,21357.160100509875,269346692.9708024,195224624.88315777,56373228.15141996,38756594.35410121 - 07/03 10:00:00,0.0,44098582.986695777,0.0,33149155.981957009,0.0,27565974.96866651,0.0,32012135.17559318,12811.121923205299,12610.561419585085,12626.811415107468,15199.907131294993,191694246.80109424,136825849.11291249,28186614.07570998,0.0 - 07/03 11:00:00,0.0,54741713.54104906,0.0,39118305.203575249,0.0,26511685.623462518,0.0,31942506.54969074,10207.673024775419,10047.86999933304,10060.81770539195,12111.014393061994,152738550.44122467,152314210.91777758,28186614.07570998,0.0 - 07/03 12:00:00,0.0,57710483.989475447,0.0,41402603.28231677,0.0,23232366.916903426,0.0,29843068.96821265,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,152188523.1569083,28186614.07570998,0.0 - 07/03 13:00:00,0.0,60483395.20196163,0.0,44387381.16509515,0.0,25502375.28656229,0.0,34324127.522187579,5095.80632156729,5016.030522981425,5022.494190285878,6045.979681653798,76249118.57935822,164697279.17580665,28186614.07570998,0.0 - 07/03 14:00:00,0.0,64829549.23669876,0.0,51648232.78904756,0.0,34757110.999649848,0.0,44495330.40914798,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,195730223.43454416,28186614.07570998,0.0 - 07/03 15:00:00,0.0,67337112.66939543,0.0,59102198.55862243,0.0,44319219.666438829,0.0,54232649.543463218,7625.418095188231,7506.0407523877179,7515.713052022824,9047.267489837323,114099981.80196993,224991180.4379199,28186614.07570998,0.0 - 07/03 16:00:00,0.0,60938920.34983863,0.0,58416396.45288901,0.0,46392684.50706752,0.0,55231161.995651189,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,220979163.30544634,28186614.07570998,0.0 - 07/03 17:00:00,0.0,50069480.97454344,0.0,48360465.06952392,0.0,40515518.70262813,0.0,49023607.18108486,12765.134274640412,12565.29371623747,12581.485379703709,15145.34454172922,191006128.4843189,187969071.9277804,35233267.594637479,0.0 - 07/03 18:00:00,0.0,34664875.28421662,0.0,33195767.85679186,0.0,27346792.557205634,0.0,33087711.81809639,17886.3464200077,17606.332330107853,17629.019886356178,21221.4672635218,267635397.2399767,128295147.51631052,14093307.03785499,0.0 - 07/03 19:00:00,0.0,38963253.81913203,0.0,36433142.413065139,0.0,35891506.42644876,0.0,41930135.125374358,17904.612832315976,17624.312778323845,17647.023504214925,21243.13966445375,267908719.6055106,153218037.78402028,63419881.67034747,0.0 - 07/03 20:00:00,0.0,47388953.30972079,0.0,43850038.3211917,0.0,47979413.48459137,0.0,55297379.76482659,10250.775490184089,10090.29768760498,10103.300066070733,12162.153822947126,153383497.44050495,194515784.88033045,63419881.67034747,69761869.8373822 - 07/03 21:00:00,0.0,40509265.52752376,0.0,37142723.51095803,0.0,42036205.7738196,0.0,48000858.36149061,10248.897538564239,10088.44913566807,10101.449132085974,12159.925705035994,153355397.44087539,167689053.173792,49326574.63249246,69761869.8373822 - 07/03 22:00:00,0.0,33251668.5430087,0.0,30007605.247213909,0.0,35815823.36624735,0.0,40267161.69557183,5133.441639124436,5053.076652621352,5059.588057645065,6090.63254930696,76812260.03531212,139342258.85204179,35233267.594637479,69761869.8373822 - 07/03 23:00:00,0.0,27058131.931379714,0.0,23665210.275427145,0.0,30852197.358259549,0.0,33852402.213336538,5143.061159474649,5062.545577585963,5069.069184285966,6102.045743002821,76956197.99165784,115427941.77840294,35233267.594637479,62010550.96656194 - 07/03 24:00:00,0.0,20705024.112939024,0.0,17104637.027167486,0.0,25391921.343868276,0.0,26892603.88788795,2572.2696186743739,2532.0002579376039,2535.2629987058496,3051.8997129893698,38489157.31790591,90094186.37186273,35233267.594637479,46507913.22492146 - 07/04 01:00:00,0.0,8508793.174829837,0.0,5613708.427039669,0.0,13414872.06824166,0.0,12578674.841228318,2573.6937884310216,2533.402132051032,2536.6666792771595,3053.5894360417298,38510467.328883398,40116048.511339489,21139960.556782485,23253956.61246073 - 07/04 02:00:00,0.0,0.0,0.0,0.0,0.0,3635453.385525046,0.0,1289791.5078956036,1286.8468942155108,1266.701066025516,1268.3333396385797,1526.7947180208649,19255233.664441699,4925244.89342065,14093307.03785499,0.0 - 07/04 03:00:00,0.0,0.0,0.0,0.0,0.0,2726469.530142839,0.0,373985.0749455093,1286.495348732047,1266.3550240521768,1267.986851754838,1526.3776227240513,19249973.450147205,3100454.605088348,14093307.03785499,0.0 - 07/04 04:00:00,0.0,0.0,0.0,0.0,0.0,1676558.5906979934,0.0,0.0,1286.8468942155108,1266.701066025516,1268.3333396385797,1526.7947180208649,19255233.664441699,1676558.5906979934,14093307.03785499,0.0 - 07/04 05:00:00,0.0,0.0,0.0,0.0,0.0,173873.53901376128,0.0,0.0,1287.8474340011817,1267.6859421741918,1269.3194849006973,1527.9818202836119,19270204.852894859,173873.53901376128,14093307.03785499,0.0 - 07/04 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.3171955854082,1268.1483495531834,1269.7824881387938,1528.5391744713946,19277233.94789561,0.0,14093307.03785499,0.0 - 07/04 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5150.091799295202,5069.46615142856,5075.998675994329,6110.387328773886,77061398.23977113,0.0,14093307.03785499,15502637.741640486 - 07/04 08:00:00,0.0,9163442.74521758,0.0,5163797.768418111,0.0,17241293.915464935,0.0,11649691.843486052,20615.50804533357,20292.768421064648,20318.917724415,24459.513353467093,308472147.1594091,43218226.27258667,56373228.15141996,38756594.35410121 - 07/04 09:00:00,0.0,21973038.193139718,0.0,18090335.517543809,0.0,19764527.366718513,0.0,20978537.82351431,17998.080338354543,17716.31703311903,17739.146315883096,21354.035292494456,269307284.32746407,80806438.90091636,56373228.15141996,38756594.35410121 - 07/04 10:00:00,0.0,4704544.8093941309,0.0,2271260.228452921,0.0,2826790.068145133,0.0,1224777.7094149283,12822.638990425949,12621.898184969888,12638.162789071588,15213.57169191881,191866577.96299044,11027372.815407113,28186614.07570998,0.0 - 07/04 11:00:00,0.0,6787402.112200016,0.0,4441454.155655449,0.0,4710034.769009344,0.0,3640141.9771447626,10254.47859757442,10093.942822158304,10106.949897751978,12166.547418509457,153438907.44957898,19579033.014009578,28186614.07570998,0.0 - 07/04 12:00:00,0.0,14049695.714905847,0.0,11631646.989066743,0.0,8095703.792194216,0.0,8334054.797299381,5122.5444647857179,5042.350075579771,5048.847658314128,6077.703467924789,76649204.39977587,42111101.29346619,28186614.07570998,0.0 - 07/04 13:00:00,0.0,26399357.56790805,0.0,24289746.303331075,0.0,13988490.409634825,0.0,16973006.388654598,5115.603666375993,5035.517936663957,5042.006715489979,6069.468475558214,76545348.45871732,81650600.66952855,28186614.07570998,0.0 - 07/04 14:00:00,0.0,18902336.799401769,0.0,16533475.013443158,0.0,12569201.222999705,0.0,14325726.318611635,5112.498309311092,5032.461194543211,5038.946034445014,6065.784087939475,76498882.65445966,62330739.35445627,28186614.07570998,0.0 - 07/04 15:00:00,0.0,26784438.47781711,0.0,23878304.77333477,0.0,17340650.137680528,0.0,20550577.20910458,7663.972348253287,7543.991431428752,7553.712634387347,9093.010639392696,114676873.39246349,88553970.59793699,28186614.07570998,0.0 - 07/04 16:00:00,0.0,26624942.27369131,0.0,24780761.65093367,0.0,17463768.18594673,0.0,20960124.961174124,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,89829597.07174583,28186614.07570998,0.0 - 07/04 17:00:00,0.0,25983995.556913586,0.0,24400677.61166093,0.0,19657319.723499814,0.0,23360424.322812439,12762.373528084356,12562.576189683765,12578.764351339667,15142.069021324634,190964819.1255567,93402417.21488677,35233267.594637479,0.0 - 07/04 18:00:00,0.0,25924438.063344998,0.0,26679309.753339974,0.0,23056634.888062359,0.0,28388498.193735545,17867.322939318095,17587.60666555727,17610.270091875533,21198.896629854487,267350746.77577938,104048880.89848288,14093307.03785499,0.0 - 07/04 19:00:00,0.0,47765289.805665228,0.0,56312734.93051256,0.0,48392876.094550538,0.0,60783976.2142746,17904.612832315976,17624.312778323845,17647.023504214925,21243.13966445375,267908719.6055106,213254877.04500295,63419881.67034747,0.0 - 07/04 20:00:00,0.0,43609181.58777848,0.0,44144094.756433967,0.0,46970798.61803893,0.0,54648499.61157211,10263.427569077501,10102.751695843073,10115.770122569595,12177.165031594619,153572811.90870524,189372574.57382349,63419881.67034747,69761869.8373822 - 07/04 21:00:00,0.0,31054542.004378454,0.0,28344664.962665127,0.0,36743256.92658372,0.0,40859147.26475569,10278.418378349845,10117.507821199726,10130.545262699896,12194.951054561885,153797121.06052087,137001611.15838299,49326574.63249246,69761869.8373822 - 07/04 22:00:00,0.0,23138271.834361085,0.0,20413414.839571485,0.0,29869039.92455867,0.0,32215978.37569473,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,105636704.97418596,35233267.594637479,69761869.8373822 - 07/04 23:00:00,0.0,19561817.63644858,0.0,16858224.699982659,0.0,26105402.765020078,0.0,27801759.04980764,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,90327204.15125896,35233267.594637479,62010550.96656194 - 07/04 24:00:00,0.0,13555912.589118744,0.0,10950349.524632736,0.0,20330659.39296346,0.0,20895235.73365055,2574.7146388728476,2534.407000888752,2537.6728429909419,3054.8006361226996,38525742.427950877,65732157.24036549,35233267.594637479,46507913.22492146 - 07/05 01:00:00,0.0,3076820.13002971,0.0,78386.92385204302,0.0,9866563.542556629,0.0,8536541.035508234,2572.632404833535,2532.3573646117658,2535.6205655484106,3052.330144918815,38494585.727685097,21558311.631946617,21139960.556782485,23253956.61246073 - 07/05 02:00:00,0.0,0.0,0.0,0.0,0.0,3384677.6990676547,0.0,463025.1906150564,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,3847702.889682711,14093307.03785499,0.0 - 07/05 03:00:00,0.0,0.0,0.0,0.0,0.0,1752376.9327467075,0.0,191414.0190018166,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,1943790.951748524,14093307.03785499,0.0 - 07/05 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.6722465640838,1266.5291525156527,1268.161204600612,1526.5875052491575,19252620.39214622,0.0,14093307.03785499,0.0 - 07/05 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.495348732047,1266.3550240521768,1267.986851754838,1526.3776227240513,19249973.450147205,0.0,14093307.03785499,0.0 - 07/05 06:00:00,0.0,0.0,0.0,0.0,0.0,6278313.753301026,0.0,678732.6787304507,1284.6029945650506,1264.4922950426829,1266.1217224288908,1524.1324167405094,19221657.94359768,6957046.432031477,14093307.03785499,0.0 - 07/05 07:00:00,0.0,10530909.429073289,0.0,13297292.424561136,0.0,18051688.481374895,0.0,18123213.144206358,5129.950501907454,5049.640169808773,5056.147146573627,6086.490448263911,76760021.75959356,60003103.479215677,14093307.03785499,15502637.741640486 - 07/05 08:00:00,0.0,47621048.31288608,0.0,46671565.47937687,0.0,44132646.57928221,0.0,51955903.55824115,20486.31661748556,20165.599509120235,20191.584942347687,24306.23265586541,306539041.409348,190381163.9297863,56373228.15141996,38756594.35410121 - 07/05 09:00:00,0.0,47463712.28962128,0.0,45264996.161318618,0.0,38533092.05241985,0.0,46174806.59512694,17901.020328267925,17620.77651559685,17643.482684652467,21238.87729553505,267854964.56658826,177436607.0984867,56373228.15141996,38756594.35410121 - 07/05 10:00:00,0.0,40081716.79231086,0.0,36022370.949183549,0.0,23094487.844284897,0.0,28252442.025004563,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,127451017.61078385,28186614.07570998,0.0 - 07/05 11:00:00,0.0,58725982.439916949,0.0,50556424.03030494,0.0,30313244.674608776,0.0,38937310.36581376,10174.718069099641,10015.430959636107,10028.336864681381,12071.914596120678,152245441.7623361,178532961.5106444,28186614.07570998,0.0 - 07/05 12:00:00,0.0,63204070.318323168,0.0,49550837.37790495,0.0,27010481.777431005,0.0,36359038.10208037,5078.498622792532,4998.993779459733,5005.435493181254,6025.444757733026,75990141.55139956,176124427.5757395,28186614.07570998,0.0 - 07/05 13:00:00,0.0,68030912.10076042,0.0,54089497.51272213,0.0,30458942.24931544,0.0,41916174.876775089,5056.717605373321,4977.553747931464,4983.967833984023,5999.602411997681,75664229.75743138,194495526.7395731,28186614.07570998,0.0 - 07/05 14:00:00,0.0,71989979.45124358,0.0,60338572.69370024,0.0,38250150.51983586,0.0,50389018.42760786,5049.481255246245,4970.430684215568,4976.835591473493,5991.016758800372,75555951.44304845,220967721.09238754,28186614.07570998,0.0 - 07/05 15:00:00,0.0,66727817.92087723,0.0,59531757.02615475,0.0,43165562.393769938,0.0,54115389.8262529,7585.076408059981,7466.330621897195,7475.951750976034,8999.403617996522,113496344.63614704,223540527.1670548,28186614.07570998,0.0 - 07/05 16:00:00,0.0,61061867.53002259,0.0,59459017.49054214,0.0,46264185.27972307,0.0,56124299.7876888,12659.376309095811,12461.191411372598,12477.24892839352,15019.866752640284,189423660.24540798,222909370.0879766,28186614.07570998,0.0 - 07/05 17:00:00,0.0,54595671.9878372,0.0,54217851.66248263,0.0,45383694.802096899,0.0,56134083.93707817,12686.439655486682,12487.831076027056,12503.92292097494,15051.97638006161,189828612.11718104,210331302.3894949,35233267.594637479,0.0 - 07/05 18:00:00,0.0,41990281.616521108,0.0,42526406.71980951,0.0,36073031.19092804,0.0,45322730.13320335,17797.043128795463,17518.427098579054,17541.001379964255,21115.51231741468,266299142.12911243,165912449.66046203,14093307.03785499,0.0 - 07/05 19:00:00,0.0,44552825.26822989,0.0,47297145.63472454,0.0,41085713.08072572,0.0,51055260.88586471,17847.54695350369,17568.140276489998,17590.778618379056,21175.433177581483,267054836.4934352,183990944.86954487,63419881.67034747,0.0 - 07/05 20:00:00,0.0,44284583.73060466,0.0,43561153.750763248,0.0,43758186.12441693,0.0,51780257.90550387,10254.47859757442,10093.942822158304,10106.949897751978,12166.547418509457,153438907.44957898,183384181.5112887,63419881.67034747,69761869.8373822 - 07/05 21:00:00,0.0,31174553.01970235,0.0,28105934.915275739,0.0,33098617.040893184,0.0,37691646.41397787,10281.553633166775,10120.593993017616,10133.63541136517,12198.670914722137,153844034.2281781,130070751.38984914,49326574.63249246,69761869.8373822 - 07/05 22:00:00,0.0,22602846.237709207,0.0,19394993.89170275,0.0,26040685.176586585,0.0,28658764.054480427,5150.745287471657,5070.1094091257059,5076.642762594673,6111.162667550075,77071176.4562716,96697289.36047897,35233267.594637479,69761869.8373822 - 07/05 23:00:00,0.0,16241061.593397577,0.0,12892678.143135909,0.0,20885898.469462456,0.0,21989441.7558316,5157.335723566575,5076.5966707141119,5083.138383681777,6118.981968404282,77169789.88692029,72009079.96182753,35233267.594637479,62010550.96656194 - 07/05 24:00:00,0.0,10796138.351282433,0.0,7695590.8583823,0.0,15766713.891198494,0.0,15823101.202171352,2577.5331272446608,2537.181365299316,2540.450782453222,3058.1446649875408,38567915.78394506,50081544.303034577,35233267.594637479,46507913.22492146 - 07/06 01:00:00,0.0,1162797.7831640726,0.0,14643.448096838349,0.0,6104795.196759639,0.0,4370913.309503037,2579.729774156761,2539.343623294223,2542.6158267382527,3060.7509026975797,38600784.45679253,11653149.737523588,21139960.556782485,23253956.61246073 - 07/06 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.9919272181049,1269.796862949749,1271.4331258131313,1530.5261796251526,19302293.144182095,0.0,14093307.03785499,0.0 - 07/06 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.6230548450674,1271.402454969425,1273.0407868020039,1532.4614502905743,19326699.888865457,0.0,14093307.03785499,0.0 - 07/06 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.3538049279317,1272.121765023421,1273.7610237604227,1533.3284573694473,19337634.183892404,0.0,14093307.03785499,0.0 - 07/06 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.8978865600425,1272.6573289560827,1274.2972778218758,1533.9739894570742,19345775.33806227,0.0,14093307.03785499,0.0 - 07/06 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 07/06 07:00:00,0.0,13737968.262849486,0.0,22228851.047492073,0.0,23241363.7638285,0.0,21374451.00678691,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,80582634.08095697,14093307.03785499,15502637.741640486 - 07/06 08:00:00,0.0,43347403.97343115,0.0,46679044.457086879,0.0,44857261.38150541,0.0,51949994.37267685,5154.476170632303,5073.7818846144759,5080.319970442952,6115.589218003614,77127002.07729604,186833704.18470029,56373228.15141996,38756594.35410121 - 07/06 09:00:00,0.0,50947622.7138871,0.0,48559966.544103298,0.0,42183798.35451811,0.0,49821329.37947154,12871.894322950384,12670.382416075081,12686.709497057243,15272.011263767421,192603590.99946047,191512716.99198006,56373228.15141996,38756594.35410121 - 07/06 10:00:00,0.0,46000267.58997216,0.0,38576726.79077288,0.0,27749369.895310627,0.0,33150206.81129889,12851.94204145847,12650.742491272016,12667.044264206465,15248.338643402672,192305042.78522266,145476571.08735455,28186614.07570998,0.0 - 07/06 11:00:00,0.0,54071049.682447757,0.0,42487701.86105752,0.0,26991141.886880369,0.0,32808704.435106677,12841.977000641575,12640.933455028086,12657.222588018147,15236.515502862421,192155934.7675808,156358597.86549235,28186614.07570998,0.0 - 07/06 12:00:00,0.0,58199731.61393921,0.0,44548609.38227679,0.0,24891065.493222458,0.0,31571943.022413,7693.583394255568,7573.138910981932,7582.897673442953,9128.143015151287,115119946.77779427,159211349.51185147,28186614.07570998,0.0 - 07/06 13:00:00,0.0,63062021.53532102,0.0,48290203.83288461,0.0,27418414.236969208,0.0,35770115.55102201,7693.583394255568,7573.138910981932,7582.897673442953,9128.143015151287,115119946.77779427,174540755.15619687,28186614.07570998,0.0 - 07/06 14:00:00,0.0,66330299.14638612,0.0,52335199.17942194,0.0,33709060.98420138,0.0,42658616.470305729,7686.67315392318,7566.33685175105,7576.086849064481,9119.944278776997,115016548.08065655,195033175.78031517,28186614.07570998,0.0 - 07/06 15:00:00,0.0,66450539.329230118,0.0,56669475.17076589,0.0,42265699.599043149,0.0,51080803.610346268,7682.368731557086,7562.099815920086,7571.844353380384,9114.83724594953,114952140.5285055,216466517.70938543,28186614.07570998,0.0 - 07/06 16:00:00,0.0,61751926.0780172,0.0,58394491.62296297,0.0,48342556.619864758,0.0,56428410.618614,17911.70643047574,17631.295324881106,17654.01504849612,21251.555947891018,268014861.90627835,224917384.93945898,28186614.07570998,0.0 - 07/06 17:00:00,0.0,61218121.11882019,0.0,60007305.39289639,0.0,53529190.103993248,0.0,64328335.350528348,23015.597564915908,22655.284091481666,22684.477737410314,27307.127951402203,344384954.4427563,239082951.96623818,35233267.594637479,0.0 - 07/06 18:00:00,0.0,56049154.05228899,0.0,57659660.14479076,0.0,51028531.40352389,0.0,63026394.87321992,17925.527040299865,17644.899570480204,17667.636824554225,21267.95357388223,268221661.2331795,227763740.4738236,14093307.03785499,0.0 - 07/06 19:00:00,0.0,58305054.374134439,0.0,65563331.751115988,0.0,56141101.20042499,0.0,69785028.30785689,17964.03750579884,17682.807147457668,17705.593249313773,21313.64477116192,268797897.62543597,249794515.6335323,63419881.67034747,0.0 - 07/06 20:00:00,0.0,47519527.18791944,0.0,47233466.443978149,0.0,49626970.81243735,0.0,57349659.99746807,15472.007170699728,15229.790012142334,15249.415151045334,18356.94590521285,231509369.6607609,201729624.441803,63419881.67034747,69761869.8373822 - 07/06 21:00:00,0.0,31484375.59246783,0.0,27510384.64522858,0.0,36516218.7836423,0.0,39860486.67310196,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,135371465.6944407,49326574.63249246,69761869.8373822 - 07/06 22:00:00,0.0,22437445.132637558,0.0,18429511.698913274,0.0,28823431.226866455,0.0,30202075.58426502,10331.482961578737,10169.74166847898,10182.846418622767,12257.910156963293,154591132.3403176,99892463.64268232,35233267.594637479,69761869.8373822 - 07/06 23:00:00,0.0,17120101.12001878,0.0,13179541.644822928,0.0,24263687.718620436,0.0,24653388.435633705,7748.0285015536769,7626.731669968563,7636.559492169638,9192.740056662979,115934614.99327748,79216718.91909585,35233267.594637479,62010550.96656194 - 07/06 24:00:00,0.0,14461005.180884283,0.0,10954648.455816312,0.0,21386831.13996778,0.0,21540371.697576435,5155.647257242486,5074.9346376453099,5081.474208913725,6116.978667563472,77144525.17691398,68342856.47424482,35233267.594637479,46507913.22492146 - 07/07 01:00:00,0.0,5118779.722408666,0.0,1905351.2081332459,0.0,12053032.281097735,0.0,10333748.142164113,2578.390998612566,2538.025806530921,2541.296311833544,3059.1624966185966,38580752.20894426,29410911.35380376,21139960.556782485,23253956.61246073 - 07/07 02:00:00,0.0,0.0,0.0,0.0,0.0,2487450.988732992,0.0,56902.84256552084,1289.195499306283,1269.0129032654605,1270.648155916772,1529.5812483092983,19290376.10447213,2544353.8312985135,14093307.03785499,0.0 - 07/07 03:00:00,0.0,0.0,0.0,0.0,0.0,98021.46596103588,0.0,0.0,1290.8172457546473,1270.609260970639,1272.2465706917909,1531.5053885644148,19314642.47753337,98021.46596103588,14093307.03785499,0.0 - 07/07 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 07/07 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9933981755217,1272.751345319404,1274.391415334877,1534.0873103429377,19347204.489021865,0.0,14093307.03785499,0.0 - 07/07 06:00:00,0.0,0.0,0.0,8225823.213854493,0.0,10480621.422549872,0.0,3516346.0690227148,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,22222790.70542708,14093307.03785499,0.0 - 07/07 07:00:00,0.0,25107403.174112895,0.0,32569134.37978977,0.0,31868785.232020946,0.0,34563727.93701839,1288.3171955854082,1268.1483495531834,1269.7824881387938,1528.5391744713946,19277233.94789561,124109050.722942,14093307.03785499,15502637.741640486 - 07/07 08:00:00,0.0,47214747.06779571,0.0,49114572.41332632,0.0,49123591.04029551,0.0,56954908.405235368,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,202407818.92665289,56373228.15141996,38756594.35410121 - 07/07 09:00:00,0.0,50784021.31333252,0.0,47819050.79591909,0.0,45562954.295166078,0.0,53219851.99416366,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,197385878.3985814,56373228.15141996,38756594.35410121 - 07/07 10:00:00,0.0,44882138.26275365,0.0,35442769.131214488,0.0,29152926.02076779,0.0,34195364.42277086,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,143673197.83750678,28186614.07570998,0.0 - 07/07 11:00:00,0.0,61992642.02803937,0.0,45929591.825950298,0.0,29476754.535306097,0.0,36113630.50422865,7679.433395283059,7559.210432883016,7568.951247078357,9111.354581509071,114908218.76431261,173512618.8935244,28186614.07570998,0.0 - 07/07 12:00:00,0.0,69182287.98906993,0.0,51729874.59731595,0.0,27813954.17615561,0.0,36156328.48957631,5112.498309311092,5032.461194543211,5038.946034445014,6065.784087939475,76498882.65445966,184882445.2521178,28186614.07570998,0.0 - 07/07 13:00:00,0.0,76200083.3365041,0.0,58127413.56816876,0.0,31696895.67624578,0.0,42575478.95795937,5107.149397659032,5027.196021100902,5033.67407628932,6059.437808444815,76418846.29257864,208599871.538878,28186614.07570998,0.0 - 07/07 14:00:00,0.0,83549585.27708249,0.0,68181358.18280736,0.0,41915100.69033165,0.0,54295899.27369994,7648.948694358726,7529.202975638569,7538.905122162453,9075.185647534923,114452072.78290083,247941943.4239214,28186614.07570998,0.0 - 07/07 15:00:00,0.0,82083569.71093077,0.0,72146767.40689519,0.0,48791449.071188759,0.0,60945748.72670698,10214.298795318064,10054.392042201804,10067.34815257864,12118.87561688963,152837692.58515729,263967534.91572169,28186614.07570998,0.0 - 07/07 16:00:00,0.0,76057763.4485488,0.0,71457967.82069536,0.0,51660981.00590971,0.0,63039378.202748108,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,262216090.47790195,28186614.07570998,0.0 - 07/07 17:00:00,0.0,68973959.12484701,0.0,66528647.73766182,0.0,52029804.3978957,0.0,64062377.28998551,15318.161129568494,15078.35245948496,15097.782455644452,18174.413450075066,229207354.18118269,251594788.55039007,35233267.594637479,0.0 - 07/07 18:00:00,0.0,57136475.69407394,0.0,56231066.36279174,0.0,45970501.28156634,0.0,57049196.73620112,17882.602145924335,17602.646673333755,17625.329480237142,21217.024825249617,267579371.24908144,216387240.07463313,14093307.03785499,0.0 - 07/07 19:00:00,0.0,59848364.784619588,0.0,61296241.91430367,0.0,52622091.49356869,0.0,64700480.90744727,10216.472928258037,10056.532138685017,10069.491006794608,12121.455142631152,152870224.3789277,238467179.09993924,63419881.67034747,0.0 - 07/07 20:00:00,0.0,60705149.52156314,0.0,58683509.71062129,0.0,57022312.55834266,0.0,67538905.29815696,7671.865854971969,7551.7613638272209,7561.492579136771,9102.375983800735,114794984.81425211,243949877.08868406,63419881.67034747,69761869.8373822 - 07/07 21:00:00,0.0,50229829.84470304,0.0,46340040.993957858,0.0,48506900.767503488,0.0,56383788.96068972,5123.50100614869,5043.291642109264,5049.7904381481989,6078.838367738526,76663517.23492085,201460560.56685413,49326574.63249246,69761869.8373822 - 07/07 22:00:00,0.0,41536719.68455181,0.0,37794476.215571809,0.0,41363344.6087845,0.0,47484107.11875177,5134.2922601231889,5053.913956989686,5060.426440965541,6091.64177865178,76824987.9722287,168178647.62765987,35233267.594637479,69761869.8373822 - 07/07 23:00:00,0.0,34911837.55075164,0.0,31210515.97829375,0.0,36044380.23747558,0.0,40794646.66891895,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,142961380.43543995,35233267.594637479,62010550.96656194 - 07/07 24:00:00,0.0,26752170.770759174,0.0,23040200.783576788,0.0,29060164.98471137,0.0,32050932.40638333,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,110903468.94543067,35233267.594637479,46507913.22492146 - 07/08 01:00:00,0.0,13285683.377337005,0.0,9604831.934738977,0.0,16790286.71629703,0.0,16918461.962748808,2576.938505666696,2536.596052633081,2539.864715551875,3057.4391691833868,38559018.39492614,56599263.99112181,21139960.556782485,23253956.61246073 - 07/08 02:00:00,0.0,923384.3039505337,0.0,0.0,0.0,5022441.48389979,0.0,2358746.4449046768,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,8304572.232755,14093307.03785499,0.0 - 07/08 03:00:00,0.0,0.0,0.0,0.0,0.0,796394.5163689829,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,796394.5163689829,14093307.03785499,0.0 - 07/08 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 07/08 05:00:00,0.0,0.0,0.0,0.0,0.0,229349.3515489889,0.0,0.0,1291.6230548450674,1271.402454969425,1273.0407868020039,1532.4614502905743,19326699.888865457,229349.3515489889,14093307.03785499,0.0 - 07/08 06:00:00,0.0,11474577.013173154,0.0,22459392.569980645,0.0,23312989.98742362,0.0,17648054.549393096,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,74895014.1199705,14093307.03785499,0.0 - 07/08 07:00:00,0.0,37596520.20652216,0.0,48362716.09889465,0.0,43326621.00693323,0.0,48568557.046707998,5137.605846042443,5057.175668103225,5063.6923551267659,6095.573221857625,76874569.52806822,177854414.35905803,14093307.03785499,15502637.741640486 - 07/08 08:00:00,0.0,65195155.663059908,0.0,67400072.59824845,0.0,62762995.61663115,0.0,74246276.75796293,20508.95719514884,20187.885644316608,20213.899795503956,24333.094837018914,306877814.89915797,269604500.6359024,56373228.15141996,38756594.35410121 - 07/08 09:00:00,0.0,56912980.11991986,0.0,53615123.932455997,0.0,47588530.52754954,0.0,56729686.86977973,17935.570692487418,17654.785987419113,17677.535981150453,21279.869983812987,268371945.52153189,214846321.44970513,56373228.15141996,38756594.35410121 - 07/08 10:00:00,0.0,44026247.66075225,0.0,39925668.969615209,0.0,30066056.61731021,0.0,35688390.88499021,12762.373528084356,12562.576189683765,12578.764351339667,15142.069021324634,190964819.1255567,149706364.1326679,28186614.07570998,0.0 - 07/08 11:00:00,0.0,55640519.85480404,0.0,46132744.26035412,0.0,31475945.46088881,0.0,38046235.28153441,10205.430047993068,10045.662136770643,10058.606997773288,12108.353186729422,152704988.5293591,171295444.85758139,28186614.07570998,0.0 - 07/08 12:00:00,0.0,49591476.06733845,0.0,44340875.669417757,0.0,27940183.825847776,0.0,34413040.52436701,5107.149397659032,5027.196021100902,5033.67407628932,6059.437808444815,76418846.29257864,156285576.08697099,28186614.07570998,0.0 - 07/08 13:00:00,0.0,41636330.652593787,0.0,38599729.2235152,0.0,26297124.960727034,0.0,32053196.850291607,5099.299129572484,5019.468650425714,5025.936748108302,6050.1237650232819,76301381.85526721,138586381.68712766,28186614.07570998,0.0 - 07/08 14:00:00,0.0,51344803.23902193,0.0,44160846.08915986,0.0,29298320.166773436,0.0,36346345.844381388,5099.299129572484,5019.468650425714,5025.936748108302,6050.1237650232819,76301381.85526721,161150315.3393366,28186614.07570998,0.0 - 07/08 15:00:00,0.0,52095524.95833918,0.0,48611946.05910581,0.0,32847863.226839305,0.0,40413480.12513164,7645.468677560033,7525.777439152057,7535.47517152254,9071.056740443682,114400000.90324192,173968814.36941595,28186614.07570998,0.0 - 07/08 16:00:00,0.0,56315501.67645487,0.0,55824860.55714605,0.0,41297875.165957789,0.0,49668585.41654628,12712.173663425332,12513.162213270754,12529.28669997447,15082.508798153343,190213672.94936604,203106822.81610496,28186614.07570998,0.0 - 07/08 17:00:00,0.0,62183737.246527228,0.0,65082161.905746709,0.0,53146845.530157778,0.0,65154661.99619516,12733.58800452011,12534.241308860852,12550.392958130735,15107.916096426645,190534098.12457804,245567406.67862685,35233267.594637479,0.0 - 07/08 18:00:00,0.0,49741903.4949706,0.0,53396789.805140268,0.0,45024645.39347594,0.0,56267222.43426825,17886.3464200077,17606.332330107853,17629.019886356178,21221.4672635218,267635397.2399767,204430561.12785507,14093307.03785499,0.0 - 07/08 19:00:00,0.0,45287557.74901721,0.0,47341421.339462328,0.0,44386293.165245089,0.0,53159811.94973349,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,190175084.2034581,63419881.67034747,0.0 - 07/08 20:00:00,0.0,52010334.60053297,0.0,50610677.095581177,0.0,53983021.216669287,0.0,62477898.340360108,10248.897538564239,10088.44913566807,10101.449132085974,12159.925705035994,153355397.44087539,219081931.2531435,63419881.67034747,69761869.8373822 - 07/08 21:00:00,0.0,41092283.06521707,0.0,38842936.862049628,0.0,44933400.23267846,0.0,50944216.11629025,10268.584520246377,10107.827913979372,10120.852881931081,12183.28355730356,153649975.9444574,175812836.2762354,49326574.63249246,69761869.8373822 - 07/08 22:00:00,0.0,32341878.96362542,0.0,29917862.31986108,0.0,37418249.53696422,0.0,41592989.4678874,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,141270980.28833813,35233267.594637479,69761869.8373822 - 07/08 23:00:00,0.0,30906852.259177016,0.0,28752633.991280725,0.0,35915803.844338539,0.0,40570138.487056728,5122.5444647857179,5042.350075579771,5048.847658314128,6077.703467924789,76649204.39977587,136145428.581853,35233267.594637479,62010550.96656194 - 07/08 24:00:00,0.0,26143939.671813005,0.0,24157680.783096564,0.0,30952155.043419478,0.0,34445840.92231653,2564.975250953727,2524.8200849043867,2528.0735732868135,3043.2452241319558,38380010.87979678,115699616.42064557,35233267.594637479,46507913.22492146 - 07/09 01:00:00,0.0,10754326.42087743,0.0,8866324.375558095,0.0,16481933.19081653,0.0,16643663.80870736,2569.9987355686109,2529.764925930494,2533.024786245293,3049.2053968693187,38455177.84060938,52746247.79595941,21139960.556782485,23253956.61246073 - 07/09 02:00:00,0.0,125077.51143048123,0.0,0.0,0.0,4999863.685680832,0.0,2711017.4756362226,1285.194204145847,1265.074249127202,1266.7044264206464,1524.8338643402672,19230504.278522266,7835958.672747536,14093307.03785499,0.0 - 07/09 03:00:00,0.0,0.0,0.0,0.0,0.0,976950.6845252356,0.0,0.0,1288.469252833348,1268.2980263165405,1269.9323577759377,1528.7195845916934,19279509.19746307,976950.6845252356,14093307.03785499,0.0 - 07/09 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.9118143106217,1268.7336594113274,1270.3685522284314,1529.244666890868,19286131.294228496,0.0,14093307.03785499,0.0 - 07/09 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.195499306283,1269.0129032654605,1270.648155916772,1529.5812483092983,19290376.10447213,0.0,14093307.03785499,0.0 - 07/09 06:00:00,0.0,6121201.7135519119,0.0,29489189.441760094,0.0,26639311.739058056,0.0,22932976.810976134,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.65895295,85182679.70534618,14093307.03785499,0.0 - 07/09 07:00:00,0.0,44466979.16199923,0.0,53212627.1203057,0.0,45319163.23723644,0.0,53242184.63243333,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,196240954.15197469,14093307.03785499,15502637.741640486 - 07/09 08:00:00,0.0,64761208.11212017,0.0,66131701.68520172,0.0,59822871.90665303,0.0,71777996.3246998,20497.795077128478,20176.89827133614,20202.89826417195,24319.851410071988,306710794.88175079,262493778.0286747,56373228.15141996,38756594.35410121 - 07/09 09:00:00,0.0,63135647.54693121,0.0,62455107.126380119,0.0,52615595.30312016,0.0,62557550.26616994,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,240763900.24260143,56373228.15141996,38756594.35410121 - 07/09 10:00:00,0.0,55094405.5236485,0.0,48457849.86667604,0.0,35177701.64695876,0.0,42951709.66262345,12775.961728576931,12575.951664362752,12592.157061682987,15158.190902515575,191168140.8856977,181681666.69990678,28186614.07570998,0.0 - 07/09 11:00:00,0.0,47618824.824936818,0.0,40456968.07980807,0.0,29284785.357756065,0.0,35585170.18540103,10216.472928258037,10056.532138685017,10069.491006794608,12121.455142631152,152870224.3789277,152945748.447902,28186614.07570998,0.0 - 07/09 12:00:00,0.0,39612390.15810792,0.0,33541207.66024421,0.0,25272709.66390948,0.0,30511202.1714558,5095.80632156729,5016.030522981425,5022.494190285878,6045.979681653798,76249118.57935822,128937509.65371743,28186614.07570998,0.0 - 07/09 13:00:00,0.0,54067580.29655041,0.0,42120826.40180154,0.0,27670351.846052167,0.0,34740423.77131242,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,158599182.31571654,28186614.07570998,0.0 - 07/09 14:00:00,0.0,30029455.206092623,0.0,23639548.56479596,0.0,18480983.575878648,0.0,20368727.705423159,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,92518715.0521904,28186614.07570998,0.0 - 07/09 15:00:00,0.0,26128423.44282831,0.0,20545826.691234825,0.0,17537481.803744936,0.0,18109937.72951843,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,82321669.66732648,28186614.07570998,0.0 - 07/09 16:00:00,0.0,35301242.844832468,0.0,34424238.418337028,0.0,33067611.752941107,0.0,35597131.049187008,12796.576754659349,12596.243958366122,12612.47550437837,15182.649844038442,191476605.82119224,138390224.0652976,28186614.07570998,0.0 - 07/09 17:00:00,0.0,32254667.517762096,0.0,32249161.097780266,0.0,33883792.058987807,0.0,39291581.735199358,12822.638990425949,12621.898184969888,12638.162789071588,15213.57169191881,191866577.96299044,137679202.4097295,35233267.594637479,0.0 - 07/09 18:00:00,0.0,28009349.77883216,0.0,30088848.096111336,0.0,29773954.606858355,0.0,36076955.16779802,17945.337545755236,17664.399938777027,17687.162321065964,21291.45798239155,268518088.0367632,123949107.64959988,14093307.03785499,0.0 - 07/09 19:00:00,0.0,34165609.81325495,0.0,38823757.55148644,0.0,37665147.796560849,0.0,45376091.445490848,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,156030606.60679309,63419881.67034747,0.0 - 07/09 20:00:00,0.0,34438964.33535565,0.0,33117525.99212181,0.0,40366685.90304433,0.0,45268662.03257527,10283.094436070924,10122.110674364862,10135.154047111138,12200.499018551845,153867089.43395559,153191838.26309706,63419881.67034747,69761869.8373822 - 07/09 21:00:00,0.0,24117756.718267915,0.0,21090907.019205639,0.0,30948549.82518283,0.0,33312931.345185535,10297.515458360307,10136.305932860067,10149.367597645794,12217.609011013938,154082872.79956839,109470144.9078419,49326574.63249246,69761869.8373822 - 07/09 22:00:00,0.0,13486312.951633875,0.0,10465658.024830325,0.0,21554666.95497093,0.0,21518976.611275428,5163.268983018589,5082.437043882556,5088.986282767163,6126.021554257659,77258569.91013348,67025614.54271056,35233267.594637479,69761869.8373822 - 07/09 23:00:00,0.0,4186680.2133028458,0.0,1319412.5875319669,0.0,13738167.41699232,0.0,11404998.299255807,5170.223721121991,5089.282904263544,5095.840964737995,6134.273085538672,77362634.43238393,30649258.517082946,35233267.594637479,62010550.96656194 - 07/09 24:00:00,0.0,0.0,0.0,0.0,0.0,6992481.014980365,0.0,3099885.4866639899,2585.358296829752,2544.8840303947688,2548.1633732188449,3067.4289299951644,38685004.66957871,10092366.501644355,35233267.594637479,46507913.22492146 - 07/10 01:00:00,0.0,0.0,2522634.6903504508,0.0,0.0,0.0,0.0,0.0,2586.07537591403,2545.589883472211,2548.870135860023,3068.2797169560687,41218369.09427885,0.0,21139960.556782485,23253956.61246073 - 07/10 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,19349088.870979739,0.0,14093307.03785499,0.0 - 07/10 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.424498517852,1273.1756967054535,1274.816313541,1534.5987944430008,19353655.091546306,0.0,14093307.03785499,0.0 - 07/10 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4397030831779,1273.1906632404728,1274.8312993619273,1534.616834079366,19353882.599153796,0.0,14093307.03785499,0.0 - 07/10 05:00:00,0.0,0.0,370150.8253578358,0.0,0.0,0.0,0.0,0.0,1293.254876902893,1273.0087305485197,1274.6491322311313,1534.3975448717072,19721267.84975314,0.0,14093307.03785499,0.0 - 07/10 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.3538049279317,1272.1217650234208,1273.7610237604227,1533.3284573694473,19337634.1838924,0.0,14093307.03785499,0.0 - 07/10 07:00:00,0.0,666484.2342456895,0.0,12607900.457244054,0.0,17255584.33858779,0.0,10220490.950630125,5159.967708872418,5079.187451798996,5085.732503252525,6122.10471850061,77209172.57672838,40750459.98070766,14093307.03785499,15502637.741640486 - 07/10 08:00:00,0.0,40847642.93947081,0.0,43439780.4121159,0.0,46346677.403236459,0.0,52589767.49931854,20595.030916720614,20272.611865720133,20298.73519529159,24435.218022027875,308165745.59913679,183223868.25414173,56373228.15141996,38756594.35410121 - 07/10 09:00:00,0.0,45804041.513722229,0.0,43512033.88712153,0.0,42966252.97578709,0.0,49654796.65414746,18005.887330720616,17724.00180556322,17746.840990940946,21363.297990925585,269424101.2253413,181937125.0307783,56373228.15141996,38756594.35410121 - 07/10 10:00:00,0.0,39774179.42193037,0.0,29990783.476392256,0.0,24683439.452506104,0.0,28594661.865372696,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,123043064.21620143,28186614.07570998,0.0 - 07/10 11:00:00,0.0,48008479.08622165,0.0,32366842.252328949,0.0,21315499.541303986,0.0,25326457.56642405,10268.584520246377,10107.827913979372,10120.852881931081,12183.28355730356,153649975.9444574,127017278.44627863,28186614.07570998,0.0 - 07/10 12:00:00,0.0,53620683.42845746,0.0,36107553.634029198,0.0,19571296.204843996,0.0,24835799.249289469,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,134135332.51662012,28186614.07570998,0.0 - 07/10 13:00:00,0.0,60000720.3137548,0.0,41962355.82415781,0.0,23718907.737837659,0.0,31421005.60646121,5113.542114315616,5033.488658585667,5039.97482247976,6067.0225227328569,76514501.22521004,157102989.48221148,28186614.07570998,0.0 - 07/10 14:00:00,0.0,65602471.934922669,0.0,49504698.54390674,0.0,32593739.33343732,0.0,41471075.76860058,5103.836512387709,5023.93499966652,5030.408852695975,6055.507196530997,76369275.22061233,189171985.5808673,28186614.07570998,0.0 - 07/10 15:00:00,0.0,66620272.728794019,0.0,55434158.72513844,0.0,42090619.793925199,0.0,50949814.54508891,7662.354696193528,7542.399104013761,7552.118255095957,9091.091356973366,114652668.28419581,215094865.79294659,28186614.07570998,0.0 - 07/10 16:00:00,0.0,63827976.8577247,0.0,59431117.465471778,0.0,49623801.606395918,0.0,58061643.85859369,12759.591280969275,12559.837499166297,12576.022131739937,15138.767991327491,190923188.0515308,230944539.78818608,28186614.07570998,0.0 - 07/10 17:00:00,0.0,64153098.755292627,0.0,61772373.98786847,0.0,55398765.16418344,0.0,66691024.90020818,12762.373528084356,12562.576189683765,12578.764351339667,15142.069021324634,190964819.1255567,248015262.80755273,35233267.594637479,0.0 - 07/10 18:00:00,0.0,57541366.55395637,0.0,57850707.10417297,0.0,51238759.79763003,0.0,63291093.17260097,17897.397400104655,17617.21030504983,17639.911878679162,21234.578829564995,267800754.28823514,229921926.62836034,14093307.03785499,0.0 - 07/10 19:00:00,0.0,60375981.37995905,0.0,66097496.67940859,0.0,56868793.052769009,0.0,70606564.82485575,17945.337545755236,17664.399938777027,17687.162321065964,21291.45798239155,268518088.0367632,253948835.93699239,63419881.67034747,0.0 - 07/10 20:00:00,0.0,52892012.76755458,0.0,51562299.72601935,0.0,53007667.05682275,0.0,61819227.203324209,10276.823956520404,10115.938360341463,10128.973779431126,12193.059333924075,153773263.54878146,219281206.75372089,63419881.67034747,69761869.8373822 - 07/10 21:00:00,0.0,40065719.678363058,0.0,35913591.67669158,0.0,42518978.77291965,0.0,47927650.21942996,10298.85855549139,10137.628003555008,10150.691371963767,12219.202544490798,154102969.7118035,166425940.34740425,49326574.63249246,69761869.8373822 - 07/10 22:00:00,0.0,31571946.845833988,0.0,27386671.4994117,0.0,35582982.00904745,0.0,39131681.957773659,5156.219173316969,5075.4976002669559,5082.03789697017,6117.657224154467,77153082.82095082,133673282.3120668,35233267.594637479,69761869.8373822 - 07/10 23:00:00,0.0,25244302.660503169,0.0,20922663.802219646,0.0,30397922.089423956,0.0,32537740.046446496,5159.967708872419,5079.187451798996,5085.732503252525,6122.10471850061,77209172.57672838,109102628.59859327,35233267.594637479,62010550.96656194 - 07/10 24:00:00,0.0,20009073.3011932,0.0,15901850.411245853,0.0,25487903.281930008,0.0,26737301.36135071,2577.5331272446608,2537.181365299316,2540.450782453222,3058.1446649875408,38567915.78394506,88136128.35571978,35233267.594637479,46507913.22492146 - 07/11 01:00:00,0.0,6261019.330869431,0.0,2488289.3597983296,0.0,12654908.31433807,0.0,11041349.539679584,2582.4770040741007,2542.0478448147116,2545.3235329241845,3064.01038612629,38641891.56458143,32445566.544685414,21139960.556782485,23253956.61246073 - 07/11 02:00:00,0.0,0.0,0.0,0.0,0.0,1567248.1948091174,0.0,0.0,1291.3380835922795,1271.121944994761,1272.7599153616064,1532.1233427771629,19322435.832212915,1567248.1948091174,14093307.03785499,0.0 - 07/11 03:00:00,0.0,0.0,0.0,0.0,0.0,233535.83003380785,0.0,0.0,1290.8172457546473,1270.609260970639,1272.2465706917909,1531.5053885644148,19314642.47753337,233535.83003380785,14093307.03785499,0.0 - 07/11 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 07/11 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.7931352996873,1272.5542175962497,1274.194033592531,1533.849706085264,19344207.933265438,0.0,14093307.03785499,0.0 - 07/11 06:00:00,0.0,4330558.567650337,0.0,20010917.14257633,0.0,23163084.764613205,0.0,16408168.59562615,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142676,63912729.07046602,14093307.03785499,0.0 - 07/11 07:00:00,0.0,41510969.81692935,0.0,51548815.85439344,0.0,43588601.0235205,0.0,49221308.77386326,5145.26480966707,5064.714729223531,5071.241131096821,6104.66028983763,76989171.45537019,185869695.46870656,14093307.03785499,15502637.741640486 - 07/11 08:00:00,0.0,70059948.85355936,0.0,70622015.23617788,0.0,61163577.97239343,0.0,73765237.7322783,20540.535997393403,20218.970074521007,20245.024281169397,24370.561880445093,307350332.040704,275610779.794409,56373228.15141996,38756594.35410121 - 07/11 09:00:00,0.0,74123332.3101925,0.0,70706134.26346058,0.0,56900505.79970659,0.0,69423552.53001318,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,271153524.9033729,56373228.15141996,38756594.35410121 - 07/11 10:00:00,0.0,70115456.72232344,0.0,60720464.813932079,0.0,43354202.650067228,0.0,53625450.17523169,12775.961728576931,12575.951664362752,12592.157061682987,15158.190902515575,191168140.8856977,227815574.36155445,28186614.07570998,0.0 - 07/11 11:00:00,0.0,75514357.59708114,0.0,63416298.17768103,0.0,41229321.05057918,0.0,51674619.69115673,10186.870403616089,10027.393047088683,10040.314366504585,12086.332877141316,152427278.4996624,231834596.5164981,28186614.07570998,0.0 - 07/11 12:00:00,0.0,75652318.10144934,0.0,64435834.17550449,0.0,39310635.25233366,0.0,50491024.23828806,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,229889811.76757557,28186614.07570998,0.0 - 07/11 13:00:00,0.0,68275981.93298395,0.0,56849229.7061249,0.0,36721737.670206587,0.0,47307866.670955609,5084.869465370133,5005.264885308302,5011.714679989787,6033.003519261338,76085469.17974642,209154815.98027105,28186614.07570998,0.0 - 07/11 14:00:00,0.0,72159110.3155941,0.0,66137518.47205226,0.0,43246568.28664509,0.0,55161229.8191947,5079.789533460337,5000.2644806802159,5006.707831829956,6026.976373963287,76009457.59176167,236704426.89348618,28186614.07570998,0.0 - 07/11 15:00:00,0.0,76293962.45586799,0.0,71999179.81223078,0.0,47537581.68467976,0.0,60295757.998252678,7627.304198055199,7507.8973279624519,7517.572019984682,9049.505278892007,114128203.76961963,256126481.9510312,28186614.07570998,0.0 - 07/11 16:00:00,0.0,78388130.8475296,0.0,76432803.80587456,0.0,51143063.907168868,0.0,64683411.19552328,12686.439655486682,12487.831076027056,12503.92292097494,15051.97638006161,189828612.11718104,270647409.7560963,28186614.07570998,0.0 - 07/11 17:00:00,0.0,57770047.69320394,0.0,55807231.8218199,0.0,41617612.84376837,0.0,51684593.432505939,12699.473833650844,12500.661201700535,12516.769579574891,15067.440934908218,190023643.97940416,206879485.79129813,35233267.594637479,0.0 - 07/11 18:00:00,0.0,43876720.24064669,0.0,41544100.49755197,0.0,32877674.881500417,0.0,40138588.190635818,17797.043128795463,17518.427098579054,17541.001379964255,21115.51231741468,266299142.12911243,158437083.8103349,14093307.03785499,0.0 - 07/11 19:00:00,0.0,55775671.02661763,0.0,53209453.6332455,0.0,47730944.401401478,0.0,57449734.54488564,17779.26336711118,17500.92568238075,17523.47741140485,21094.417308871503,266033101.5711658,214165803.60615028,63419881.67034747,0.0 - 07/11 20:00:00,0.0,67518195.16407947,0.0,64531486.73737536,0.0,62203397.692772749,0.0,74149641.17352678,10198.598259144968,10038.937300851429,10051.873496216604,12100.247530046563,152602763.71053443,268402720.76775433,63419881.67034747,69761869.8373822 - 07/11 21:00:00,0.0,60636352.93973492,0.0,57655928.007600959,0.0,56418299.82417035,0.0,66869338.062531109,10207.673024775419,10047.86999933304,10060.81770539195,12111.014393061994,152738550.44122467,241579918.83403734,49326574.63249246,69761869.8373822 - 07/11 22:00:00,0.0,54844888.15669808,0.0,51931788.303236547,0.0,51610911.06798451,0.0,60824551.717800069,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,219212139.2457192,35233267.594637479,69761869.8373822 - 07/11 23:00:00,0.0,50481652.685123,0.0,47426865.56277854,0.0,48066702.43030641,0.0,56143791.04148032,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,202119011.71968828,35233267.594637479,62010550.96656194 - 07/11 24:00:00,0.0,41710969.21805799,0.0,38438094.75331159,0.0,40271433.4475548,0.0,46348813.5863911,2561.2722323928589,2521.1750377898858,2524.423829157064,3038.8517339623947,38324602.19988793,166769311.00531549,35233267.594637479,46507913.22492146 - 07/12 01:00:00,0.0,28331449.86813871,0.0,25482033.52948411,0.0,27519157.445608394,0.0,31115352.01946064,2559.8111317610198,2519.736810961006,2522.983749026119,3037.1181938363567,38302739.5881042,112447992.86269185,21139960.556782485,23253956.61246073 - 07/12 02:00:00,0.0,17113302.134945696,0.0,14754906.14586483,0.0,16810946.28430278,0.0,18440941.625865587,1281.1121923205299,1261.0561419585088,1262.6811415107468,1519.9907131294993,19169424.680109424,67120096.19097889,14093307.03785499,0.0 - 07/12 03:00:00,0.0,14223372.280503698,0.0,11904234.478853409,0.0,14796242.788346289,0.0,15889415.460251393,1282.4876254768636,1262.4100424521933,1264.0367866434067,1521.6226120659779,19190005.43989839,56813265.00795479,14093307.03785499,0.0 - 07/12 04:00:00,0.0,12466943.812214267,0.0,9961446.240627716,0.0,13590196.041400774,0.0,14254688.785139436,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,50273274.87938219,14093307.03785499,0.0 - 07/12 05:00:00,0.0,10846852.649667863,0.0,8325092.283550732,0.0,12151839.590008419,0.0,12449139.718366353,1283.1455361284885,1263.057653389834,1264.685232093841,1522.4031979401373,19199849.830388287,43772924.24159337,14093307.03785499,0.0 - 07/12 06:00:00,0.0,12401761.375747318,0.0,10300191.560352099,0.0,12061208.456711226,0.0,12615771.953636665,1283.5730650307972,1263.4784892474216,1265.1066102413852,1522.910444662945,19206246.993057178,47378933.346447307,14093307.03785499,0.0 - 07/12 07:00:00,0.0,21331740.557389529,0.0,19751480.791801175,0.0,18210465.853861736,0.0,20525440.989652065,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,79819128.1927045,14093307.03785499,15502637.741640486 - 07/12 08:00:00,0.0,41810154.22023654,0.0,40199237.45818784,0.0,36752405.323024708,0.0,43446361.450514879,20540.535997393403,20218.970074521007,20245.024281169397,24370.561880445093,307350332.040704,162208158.45196397,56373228.15141996,38756594.35410121 - 07/12 09:00:00,0.0,35042741.90270094,0.0,32824670.958010705,0.0,29742293.21599573,0.0,34702853.39171705,17978.767800898204,17697.30683703932,17720.111623225406,21331.121704007386,269018308.6746131,132312559.46842441,56373228.15141996,38756594.35410121 - 07/12 10:00:00,0.0,11958024.474897974,0.0,9085877.625877262,0.0,7347195.332440108,0.0,6816696.041651686,12859.51171233805,12658.193657541857,12674.505032064568,15257.319768949194,192418308.61521719,35207793.47486703,28186614.07570998,0.0 - 07/12 11:00:00,0.0,7249122.024426473,0.0,3666099.240209679,0.0,3739169.1133559846,0.0,1736738.8012734124,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,16391129.17926555,28186614.07570998,0.0 - 07/12 12:00:00,0.0,6411499.9645195179,0.0,2377978.623130522,0.0,2319805.1389452025,0.0,67906.12312463654,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,11177189.84971988,28186614.07570998,0.0 - 07/12 13:00:00,0.0,5287026.413929495,0.0,1237404.2266270235,0.0,2213258.717068124,0.0,0.0,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,8737689.357624643,28186614.07570998,0.0 - 07/12 14:00:00,0.0,1825599.8549491107,0.0,0.0,0.0,1168437.722382293,0.0,0.0,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,2994037.577331404,28186614.07570998,0.0 - 07/12 15:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7712.320827053192,7591.583005773644,7601.365535333353,9150.374263913885,115400317.07546667,0.0,28186614.07570998,0.0 - 07/12 16:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12848.022972937308,12646.884776499655,12663.18157837487,15243.688818202356,192246401.32565109,0.0,28186614.07570998,0.0 - 07/12 17:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12837.834998370876,12636.856296575626,12653.140175730872,15231.601175278183,192093957.52544,0.0,35233267.594637479,0.0 - 07/12 18:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17954.826756676088,17673.7405943307,17696.515013007698,21302.716568923686,268660076.15857747,0.0,14093307.03785499,0.0 - 07/12 19:00:00,0.0,5516925.405727025,0.0,204683.72534272728,0.0,15422558.576913748,0.0,10733556.664326692,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,31877724.37231019,63419881.67034747,0.0 - 07/12 20:00:00,0.0,36645267.47312517,0.0,34276567.56189356,0.0,43261397.86676358,0.0,48285042.92202253,10258.111192340759,10097.518547975913,10110.530231257271,12170.857353535048,153493262.37039239,162468275.82380484,63419881.67034747,69761869.8373822 - 07/12 21:00:00,0.0,30583616.97881518,0.0,27403558.054201787,0.0,36116919.92004325,0.0,40035065.650446068,10256.303717812914,10095.739369798985,10108.748760427665,12168.712854003305,153466216.92735435,134139160.60350627,49326574.63249246,69761869.8373822 - 07/12 22:00:00,0.0,25468866.3309343,0.0,22159757.04216446,0.0,31081055.71138017,0.0,34075772.891029838,5129.055596170379,5048.7592739879569,5055.265115628636,6085.428676767524,76746631.18519619,112785451.97550878,35233267.594637479,69761869.8373822 - 07/12 23:00:00,0.0,23497038.208234136,0.0,20189885.72475984,0.0,29178620.904682086,0.0,31861223.32987301,5127.23929878721,5046.971411079152,5053.474948875989,6083.273709254729,76719453.72478949,104726768.16754906,35233267.594637479,62010550.96656194 - 07/12 24:00:00,0.0,17847145.748559964,0.0,14301138.021664106,0.0,24354691.03263695,0.0,26051056.181530086,2564.975250953727,2524.8200849043867,2528.0735732868135,3043.2452241319558,38380010.87979678,82554030.9843911,35233267.594637479,46507913.22492146 - 07/13 01:00:00,0.0,4059758.893261947,0.0,260473.28650635066,0.0,12778448.411511716,0.0,11284330.428213036,2564.975250953727,2524.8200849043867,2528.0735732868135,3043.2452241319558,38380010.87979678,28383011.019493056,21139960.556782485,23253956.61246073 - 07/13 02:00:00,0.0,0.0,0.0,0.0,0.0,2657235.6215029035,0.0,0.0,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,2657235.6215029035,14093307.03785499,0.0 - 07/13 03:00:00,0.0,0.0,0.0,0.0,0.0,667085.848900184,0.0,0.0,1283.1455361284885,1263.057653389834,1264.685232093841,1522.4031979401373,19199849.830388287,667085.848900184,14093307.03785499,0.0 - 07/13 04:00:00,0.0,0.0,0.0,0.0,0.0,332828.1774068215,0.0,0.0,1282.0379647266144,1261.967421224873,1263.593595053458,1521.089106750413,19183277.115919293,332828.1774068215,14093307.03785499,0.0 - 07/13 05:00:00,0.0,0.0,0.0,0.0,0.0,2037651.308695639,0.0,0.0,1282.4876254768636,1262.4100424521933,1264.0367866434067,1521.6226120659779,19190005.43989839,2037651.308695639,14093307.03785499,0.0 - 07/13 06:00:00,0.0,0.0,0.0,0.0,0.0,6377240.02895094,0.0,1200069.6100377043,1282.7091418827247,1262.6280909773967,1264.255116146391,1521.885432825731,19193320.014596076,7577309.638988644,14093307.03785499,0.0 - 07/13 07:00:00,0.0,15694919.822113485,0.0,13427147.148691979,0.0,18672881.343550475,0.0,20579814.06546498,1277.8614579124765,1257.8562984040373,1259.4771746312543,1516.133840842505,19120783.578444985,68374762.37982092,14093307.03785499,15502637.741640486 - 07/13 08:00:00,0.0,59970855.32256438,0.0,58938200.83919792,0.0,54178011.246568288,0.0,65497973.963893588,5101.584956821103,5021.718692622336,5028.18968971395,6052.835811798378,76335584.94344077,238585041.37222416,56373228.15141996,38756594.35410121 - 07/13 09:00:00,0.0,78549463.23683171,0.0,75457026.6535385,0.0,66480414.12794127,0.0,81839880.59094735,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,302326784.60925886,56373228.15141996,38756594.35410121 - 07/13 10:00:00,0.0,60433747.11089967,0.0,54292510.50552784,0.0,39791039.27645557,0.0,49986185.57668857,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,204503482.46957166,28186614.07570998,0.0 - 07/13 11:00:00,0.0,56914162.168229747,0.0,52459168.26074582,0.0,36796192.52783346,0.0,46178738.29950533,12696.246556981328,12497.484448649331,12513.588732953136,15063.611894332564,189975353.8784989,192348261.25631438,28186614.07570998,0.0 - 07/13 12:00:00,0.0,60990601.94191447,0.0,53690885.89618901,0.0,36946921.77678974,0.0,47256865.296727757,7582.929832576124,7464.21765145298,7473.836057753737,8996.856788124749,113464225.18766733,198885274.91162098,28186614.07570998,0.0 - 07/13 13:00:00,0.0,50921516.86589309,0.0,39369861.49506737,0.0,26712999.180492589,0.0,33980911.831448029,7694.925752861181,7574.460254713157,7584.220719860442,9129.735672395867,115140032.63939032,150985289.37290109,28186614.07570998,0.0 - 07/13 14:00:00,0.0,35052169.80643376,0.0,27845929.629124986,0.0,22700637.4185283,0.0,26575949.77300821,7667.168747474859,7547.137790424222,7556.863047787525,9096.80304505503,114724701.4706699,112174686.62709525,28186614.07570998,0.0 - 07/13 15:00:00,0.0,45606219.891742829,0.0,41790716.74444321,0.0,32130187.415361026,0.0,38749220.19857359,7652.377435231655,7532.578038933501,7542.284534570927,9079.25371769757,114503377.41516115,158276344.25012065,28186614.07570998,0.0 - 07/13 16:00:00,0.0,37808020.15104532,0.0,36592880.73889202,0.0,31595535.44207757,0.0,36938585.308900568,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,142935021.64091549,28186614.07570998,0.0 - 07/13 17:00:00,0.0,45271792.49586128,0.0,45678437.764026109,0.0,41034456.49443432,0.0,49761745.62877624,22853.243802566394,22495.472007568795,22524.459719315644,27114.50140979861,341955636.98129799,181746432.38309796,35233267.594637479,0.0 - 07/13 18:00:00,0.0,47358636.91916041,0.0,50459678.533266078,0.0,43551039.317828509,0.0,54763644.0629442,17770.197779954382,17492.002018682073,17514.542248654678,21083.6613357647,265897452.179001,196132998.83319918,14093307.03785499,0.0 - 07/13 19:00:00,0.0,57292079.59528818,0.0,65139052.67691282,0.0,55415069.032830897,0.0,69304685.05457005,17805.75662092437,17527.004179363183,17549.58951319242,21125.850543211185,266429523.08408819,247150886.35960195,63419881.67034747,0.0 - 07/13 20:00:00,0.0,55652089.44852288,0.0,56551828.72718662,0.0,57148392.92953481,0.0,67368655.4522765,15318.161129568494,15078.35245948496,15097.782455644452,18174.413450075066,229207354.18118269,236720966.5575208,63419881.67034747,69761869.8373822 - 07/13 21:00:00,0.0,44537869.15980788,0.0,42142023.53053535,0.0,47519072.45274615,0.0,55109910.67818366,12796.576754659349,12596.243958366122,12612.47550437837,15182.649844038442,191476605.82119224,189308875.82127304,49326574.63249246,69761869.8373822 - 07/13 22:00:00,0.0,35743889.51799041,0.0,33528113.461647739,0.0,39607290.89177372,0.0,45354718.87667003,10256.303717812914,10095.739369798985,10108.748760427665,12168.712854003305,153466216.92735435,154234012.7480819,35233267.594637479,69761869.8373822 - 07/13 23:00:00,0.0,27147727.730199256,0.0,24960080.81125217,0.0,32255614.398457938,0.0,35983951.417398478,7712.320827053192,7591.583005773644,7601.365535333353,9150.374263913885,115400317.07546667,120347374.35730784,35233267.594637479,62010550.96656194 - 07/13 24:00:00,0.0,21107789.517007397,0.0,19028231.54510997,0.0,26395422.825223004,0.0,28770556.643275355,5134.2922601231889,5053.913956989686,5060.426440965541,6091.64177865178,76824987.9722287,95302000.53061572,35233267.594637479,46507913.22492146 - 07/14 01:00:00,0.0,9261534.154881712,0.0,7441515.656247645,0.0,14580382.934007869,0.0,14650782.005579625,2569.9987355686109,2529.764925930494,2533.024786245293,3049.2053968693187,38455177.84060938,45934214.75071685,21139960.556782485,23253956.61246073 - 07/14 02:00:00,0.0,0.0,0.0,0.0,0.0,1467900.1811154918,0.0,394049.52813268799,1288.6190426580759,1268.4454711536189,1270.079992610738,1528.8973045009037,19281750.51932401,1861949.7092481796,14093307.03785499,0.0 - 07/14 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.9919272181049,1269.796862949749,1271.4331258131313,1530.5261796251526,19302293.144182095,0.0,14093307.03785499,0.0 - 07/14 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.1166853242785,1269.919667944497,1271.5560890546495,1530.674200355818,19304159.913645276,0.0,14093307.03785499,0.0 - 07/14 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.0324579201172,1270.8211039495109,1272.4586866519633,1531.7607295835915,19317862.72117866,0.0,14093307.03785499,0.0 - 07/14 06:00:00,0.0,0.0,0.0,7911574.06976963,0.0,12964623.898476504,0.0,4407104.479868492,1285.9511712338049,1265.8193657541859,1267.4505032064568,1525.7319768949192,19241830.86152172,25283302.448114627,14093307.03785499,0.0 - 07/14 07:00:00,0.0,15678689.413593788,0.0,19841422.042515167,0.0,20767263.917887864,0.0,21838798.19587137,1285.194204145847,1265.074249127202,1266.7044264206464,1524.8338643402672,19230504.278522266,78126173.56986818,14093307.03785499,15502637.741640486 - 07/14 08:00:00,0.0,37233957.35717375,0.0,36406130.41526465,0.0,35496063.73080534,0.0,40868950.33863256,1283.7834998370877,1263.685629657563,1265.3140175730874,1523.1601175278184,19209395.752544,150005101.84187628,56373228.15141996,38756594.35410121 - 07/14 09:00:00,0.0,44951096.2978656,0.0,43418747.95020074,0.0,38385670.656940478,0.0,44482473.51445284,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,171237988.41945965,56373228.15141996,38756594.35410121 - 07/14 10:00:00,0.0,44513392.08128812,0.0,37237934.09287675,0.0,26839281.467599304,0.0,31752811.68941016,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,140343419.3311743,28186614.07570998,0.0 - 07/14 11:00:00,0.0,52155890.67664339,0.0,42088036.24455991,0.0,27052469.962314138,0.0,32779196.120715508,7667.168747474859,7547.137790424222,7556.863047787525,9096.80304505503,114724701.4706699,154075593.00423295,28186614.07570998,0.0 - 07/14 12:00:00,0.0,61873155.55386199,0.0,48267904.72377344,0.0,27146552.650344396,0.0,35179583.258760217,5106.0537098561649,5026.117486494988,5032.594151881483,6058.137816691688,76402451.39372756,172467196.18674005,28186614.07570998,0.0 - 07/14 13:00:00,0.0,71501756.08740089,0.0,56992716.02961773,0.0,33340986.8467906,0.0,45216170.90737066,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,207051629.87117989,28186614.07570998,0.0 - 07/14 14:00:00,0.0,77980290.78542847,0.0,65387868.99783234,0.0,45036363.32821416,0.0,58328744.50729381,7621.60812797722,7502.290430924143,7511.957897887256,9042.747109176848,114042972.83747567,246733267.6187688,28186614.07570998,0.0 - 07/14 15:00:00,0.0,71650973.50729111,0.0,64405053.8453661,0.0,51133798.60005042,0.0,62480588.65956191,10143.838247264666,9985.034567172585,9997.901303363677,12035.276866268747,151783383.54265083,249670414.61226953,28186614.07570998,0.0 - 07/14 16:00:00,0.0,70174489.32506335,0.0,68726749.72689869,0.0,56684181.54035279,0.0,67844583.12620163,12666.265876203297,12467.973121021769,12484.039376967767,15028.04096102237,189526749.60677473,263430003.71851648,28186614.07570998,0.0 - 07/14 17:00:00,0.0,76296451.25915435,0.0,77073032.20017644,0.0,65062057.48968224,0.0,80481458.6544432,15182.885631668878,14945.194724740584,14964.453133567727,18013.914235600383,227183211.81207926,298912999.60345628,35233267.594637479,0.0 - 07/14 18:00:00,0.0,67061179.04270454,0.0,69945115.60229641,0.0,57852766.90213672,0.0,73294881.4376137,17756.38074333328,17478.401290346843,17500.923994392786,21067.267949242476,265690706.31833539,268153942.98475138,14093307.03785499,0.0 - 07/14 19:00:00,0.0,68397220.16988449,0.0,76079117.27767524,0.0,63077427.6334871,0.0,79679589.59161628,10191.61264313458,10032.06104596285,10044.988380571756,12091.959363307597,152498237.15871645,287233354.6726631,63419881.67034747,0.0 - 07/14 20:00:00,0.0,58480975.54049628,0.0,57807969.48172866,0.0,57787900.25843898,0.0,68420031.49290958,7694.925752861181,7574.460254713157,7584.220719860442,9129.735672395867,115140032.63939032,242496876.7735735,63419881.67034747,69761869.8373822 - 07/14 21:00:00,0.0,44104108.960781339,0.0,40963797.86017494,0.0,45788836.7824952,0.0,52740575.49322952,5141.547218035462,5061.055337182431,5067.577023555569,6100.249509275923,76933544.71697779,183597319.096681,49326574.63249246,69761869.8373822 - 07/14 22:00:00,0.0,37353851.55626571,0.0,34436828.75153053,0.0,39887703.39904402,0.0,45502877.60741451,5137.605846042443,5057.175668103225,5063.6923551267659,6095.573221857625,76874569.52806822,157181261.31425477,35233267.594637479,69761869.8373822 - 07/14 23:00:00,0.0,31497382.353685567,0.0,28582488.334549317,0.0,35025282.359129328,0.0,39397838.04556939,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,134502991.0929336,35233267.594637479,62010550.96656194 - 07/14 24:00:00,0.0,24524959.245059946,0.0,21599645.17912493,0.0,28788408.20851493,0.0,31712156.885485904,5143.061159474649,5062.545577585963,5069.069184285966,6102.045743002821,76956197.99165784,106625169.5181857,35233267.594637479,46507913.22492146 - 07/15 01:00:00,0.0,11918524.990818747,0.0,9029799.872628633,0.0,17022236.75811676,0.0,17196459.40880349,2572.990697464094,2532.7100481043537,2535.973703509676,3052.7552454481026,38499946.90029441,55167021.03036763,21139960.556782485,23253956.61246073 - 07/15 02:00:00,0.0,1180860.8867402694,0.0,0.0,0.0,6377571.355870031,0.0,4502722.540112973,1286.495348732047,1266.3550240521768,1267.986851754838,1526.3776227240513,19249973.450147205,12061154.782723273,14093307.03785499,0.0 - 07/15 03:00:00,0.0,0.0,0.0,0.0,0.0,3387705.7735973929,0.0,1050864.8353261522,1287.6863218679144,1267.5273522814264,1269.1606906486682,1527.7906668875187,19267794.1140679,4438570.608923545,14093307.03785499,0.0 - 07/15 04:00:00,0.0,0.0,0.0,0.0,0.0,1616910.8889206094,0.0,0.0,1287.3573194364238,1267.203500444376,1268.8364214954709,1527.4003180613498,19262871.213975438,1616910.8889206094,14093307.03785499,0.0 - 07/15 05:00:00,0.0,0.0,0.0,0.0,0.0,5050987.479509173,0.0,1290175.8591821793,1287.6863218679144,1267.5273522814264,1269.1606906486682,1527.7906668875187,19267794.1140679,6341163.338691353,14093307.03785499,0.0 - 07/15 06:00:00,0.0,22332322.55572641,0.0,45310882.06069022,0.0,32934902.44665104,0.0,36644361.82774769,1284.6029945650506,1264.4922950426829,1266.1217224288908,1524.1324167405094,19221657.94359768,137222468.89081536,14093307.03785499,0.0 - 07/15 07:00:00,0.0,49709351.44253355,0.0,57519352.326898369,0.0,51878708.20354533,0.0,61733774.4163167,5123.50100614869,5043.291642109264,5049.7904381481989,6078.838367738526,76663517.23492085,220841186.38929398,14093307.03785499,15502637.741640486 - 07/15 08:00:00,0.0,78637841.42763995,0.0,83624045.68399795,0.0,75950186.00176485,0.0,91110262.43123217,20428.597590636127,20108.784084403607,20134.69630515728,24237.75123377926,305675385.17031458,329322335.54463496,56373228.15141996,38756594.35410121 - 07/15 09:00:00,0.0,91628277.50567112,0.0,89587700.48050979,0.0,74885806.10587506,0.0,91157076.16094044,17831.187542935295,17552.036975545892,17574.654566688056,21156.023361419175,266810048.8077183,347258860.2529964,56373228.15141996,38756594.35410121 - 07/15 10:00:00,0.0,77170389.44336772,0.0,66225338.850501749,0.0,50866160.52814062,0.0,63434597.528047408,12699.473833650844,12500.661201700535,12516.769579574891,15067.440934908218,190023643.97940416,257696486.35005749,28186614.07570998,0.0 - 07/15 11:00:00,0.0,79662567.77848237,0.0,67039414.025873217,0.0,46709872.21787116,0.0,58896417.68316308,10119.110560146859,9960.69399660955,9973.52936749108,12005.938409417315,151413380.4011933,252308271.7053898,28186614.07570998,0.0 - 07/15 12:00:00,0.0,73592651.00797542,0.0,66620990.9233059,0.0,44467314.6193232,0.0,57303378.35466826,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,241984334.90527279,28186614.07570998,0.0 - 07/15 13:00:00,0.0,85890036.01967919,0.0,75321099.65646547,0.0,46341128.30220017,0.0,62135669.676507119,5043.546869045314,4964.5892019376719,4970.986581849453,5983.975836102415,75467154.56016548,269687933.6548519,28186614.07570998,0.0 - 07/15 14:00:00,0.0,86303810.99148873,0.0,81769105.59581547,0.0,53716485.362307857,0.0,70665802.8921671,5016.907152831924,4938.366535451236,4944.730124780757,5952.368829715711,75068541.51400668,292455204.8417791,28186614.07570998,0.0 - 07/15 15:00:00,0.0,83329956.47908354,0.0,80568830.29727125,0.0,56223055.17022619,0.0,72542625.11760238,7558.517870641984,7440.187863336966,7449.775304803065,8967.892927151768,113098946.27736163,292664467.06418338,28186614.07570998,0.0 - 07/15 16:00:00,0.0,58938362.94973553,0.0,57258884.89799626,0.0,43291495.38048356,0.0,53704033.203632939,12673.073129953884,12474.673805944998,12490.748696407445,15036.117507748591,189628607.30419774,213192776.4318483,28186614.07570998,0.0 - 07/15 17:00:00,0.0,35218312.53778473,0.0,32533035.069110268,0.0,28245397.992614416,0.0,33158842.58731897,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,129155588.18682839,35233267.594637479,0.0 - 07/15 18:00:00,0.0,19690815.553254874,0.0,17864788.358549287,0.0,18986246.882445914,0.0,21156987.759400898,17901.020328267925,17620.77651559685,17643.482684652467,21238.87729553505,267854964.56658826,77698838.55365098,14093307.03785499,0.0 - 07/15 19:00:00,0.0,32459323.15705195,0.0,31380228.936094807,0.0,35380323.88137715,0.0,40591601.28030891,17918.677922327137,17638.157676727038,17660.88624318283,21259.827356854494,268119177.11672939,139811477.25483284,63419881.67034747,0.0 - 07/15 20:00:00,0.0,46643828.763618569,0.0,43777958.23143441,0.0,51220483.198197659,0.0,58766248.993511479,10245.088929571435,10084.700151159543,10097.695316628256,12155.406935849578,153298408.79955174,200408519.18676213,63419881.67034747,69761869.8373822 - 07/15 21:00:00,0.0,40195296.739029217,0.0,37401996.313050728,0.0,43755624.9986998,0.0,50061978.359769459,10247.00201229738,10086.583284218528,10099.580876296397,12157.676735477053,153327034.4698417,171414896.4105492,49326574.63249246,69761869.8373822 - 07/15 22:00:00,0.0,34349303.322094779,0.0,31650814.954253504,0.0,38275499.609974648,0.0,43335278.09595443,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,147610895.98227737,35233267.594637479,69761869.8373822 - 07/15 23:00:00,0.0,29862263.98742997,0.0,27172362.835080275,0.0,34722086.02074086,0.0,38836628.95408924,5129.055596170379,5048.7592739879569,5055.265115628636,6085.428676767524,76746631.18519619,130593341.79734037,35233267.594637479,62010550.96656194 - 07/15 24:00:00,0.0,22012094.695708544,0.0,19354774.17967802,0.0,27800936.41790166,0.0,30230871.573481379,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,99398676.86676961,35233267.594637479,46507913.22492146 - 07/16 01:00:00,0.0,9494789.812187136,0.0,6681821.482896936,0.0,15310014.682247187,0.0,15312199.944802419,2567.1461300615944,2526.956978494843,2530.2132204827705,3045.82088932589,38412493.98611435,46798825.92213367,21139960.556782485,23253956.61246073 - 07/16 02:00:00,0.0,0.0,0.0,0.0,0.0,4524672.248094259,0.0,1971019.809064328,1285.194204145847,1265.074249127202,1266.7044264206464,1524.8338643402672,19230504.278522266,6495692.0571585879,14093307.03785499,0.0 - 07/16 03:00:00,0.0,0.0,0.0,0.0,0.0,5315013.903821782,0.0,2697483.6791324887,1282.9284461346877,1262.8439619803842,1264.4712653211994,1522.1456289493274,19196601.488588156,8012497.58295427,14093307.03785499,0.0 - 07/16 04:00:00,0.0,0.0,0.0,0.0,0.0,6038165.320542576,0.0,3620201.6523708819,1282.9284461346877,1262.8439619803842,1264.4712653211994,1522.1456289493274,19196601.488588156,9658366.972913459,14093307.03785499,0.0 - 07/16 05:00:00,0.0,0.0,0.0,0.0,0.0,5361339.523723561,0.0,2726072.7598922618,1283.360409781109,1263.269163155338,1264.8970144112664,1522.65813732674,19203065.00882803,8087412.283615824,14093307.03785499,0.0 - 07/16 06:00:00,0.0,968605.145765436,0.0,0.0,0.0,6363594.472269939,0.0,4551609.05897685,1283.1455361284885,1263.057653389834,1264.685232093841,1522.4031979401373,19199849.830388287,11883808.677012226,14093307.03785499,0.0 - 07/16 07:00:00,0.0,14719373.031039607,0.0,10466555.174974338,0.0,15259372.367006604,0.0,16844414.989297905,5129.055596170379,5048.7592739879569,5055.265115628636,6085.428676767524,76746631.18519619,57289715.56231846,14093307.03785499,15502637.741640486 - 07/16 08:00:00,0.0,48130723.28371768,0.0,45961393.23034024,0.0,44215280.89520474,0.0,52442588.74903614,20494.00402459476,20173.166568437056,20199.161752592794,24315.353470954105,306654068.9396834,190749986.1582988,56373228.15141996,38756594.35410121 - 07/16 09:00:00,0.0,71645136.00870629,0.0,69334342.45145546,0.0,55428830.94949298,0.0,68992573.7144327,17835.322125485516,17556.106830434983,17578.72966600057,21160.92888578829,266871915.02775369,265400883.12408746,56373228.15141996,38756594.35410121 - 07/16 10:00:00,0.0,60243214.82742892,0.0,52712602.71050059,0.0,36597302.61837767,0.0,46631342.808220248,12699.473833650844,12500.661201700535,12516.769579574891,15067.440934908218,190023643.97940416,196184462.96452744,28186614.07570998,0.0 - 07/16 11:00:00,0.0,81152743.21097219,0.0,64897756.59481597,0.0,42169879.05313618,0.0,54540452.43478737,10119.110560146859,9960.69399660955,9973.52936749108,12005.938409417315,151413380.4011933,242760831.2937117,28186614.07570998,0.0 - 07/16 12:00:00,0.0,89387260.46004446,0.0,70405430.64455933,0.0,41703656.07647913,0.0,55546994.33010062,5043.546869045314,4964.5892019376719,4970.986581849453,5983.975836102415,75467154.56016548,257043341.5111835,28186614.07570998,0.0 - 07/16 13:00:00,0.0,100517681.89033455,0.0,81287209.44693147,0.0,49020182.54445712,0.0,65757774.55229393,5039.011913761323,4960.125242224646,4966.51686986871,5978.5952847678449,75399297.51824108,296582848.43401709,28186614.07570998,0.0 - 07/16 14:00:00,0.0,106950962.54524505,0.0,93599908.8519224,0.0,59801296.210533309,0.0,77382232.69008336,5021.773292475139,4943.156494770559,4949.526256451564,5958.142318650416,75141354.10445166,337734400.2977841,28186614.07570998,0.0 - 07/16 15:00:00,0.0,105071047.5959298,0.0,101960381.98166472,0.0,71909266.23409498,0.0,92027441.50005947,7520.436384879032,7402.702550337728,7412.241688151981,8922.710697953704,112529128.7567608,370968137.3117489,28186614.07570998,0.0 - 07/16 16:00:00,0.0,98491004.21566777,0.0,97476746.63327,0.0,82806762.14216933,0.0,102607987.70924467,12542.26788207981,12345.916338628087,12361.825311951894,14880.92207428928,187671353.78501667,381382500.7003518,28186614.07570998,0.0 - 07/16 17:00:00,0.0,101839671.07416779,0.0,101572360.46004787,0.0,88470640.88553377,0.0,108787285.11404047,12538.173936433974,12341.886484465062,12357.790264910462,14876.064764056007,187610095.6195158,400669957.53378996,35233267.594637479,0.0 - 07/16 18:00:00,0.0,95232538.00978536,0.0,97638728.02569692,0.0,80134553.42776996,0.0,101679086.84984583,17587.42440294914,17312.089992990186,17334.398387954447,20866.807700836696,263162593.7450297,374684906.3130981,14093307.03785499,0.0 - 07/16 19:00:00,0.0,100139683.32161881,0.0,106905117.47983378,0.0,88420976.9665967,0.0,111633637.57414469,17678.306510202372,17401.54932390033,17423.972996343393,20974.635851909352,264522472.85647962,407099415.34219399,63419881.67034747,0.0 - 07/16 20:00:00,0.0,92211434.04716498,0.0,90610595.72520252,0.0,85086863.74512191,0.0,102904920.24667168,10156.997245585064,9997.987558919465,10010.870986362508,12050.889515466051,151980283.10279913,370813813.76416108,63419881.67034747,69761869.8373822 - 07/16 21:00:00,0.0,79111808.89254499,0.0,76237056.25511796,0.0,73068674.98293604,0.0,88129859.45174831,10167.224126917641,10008.05433651696,10020.95073603043,12063.023319783095,152133309.06929327,316547399.58234736,49326574.63249246,69761869.8373822 - 07/16 22:00:00,0.0,71285041.82416524,0.0,68784234.5071296,0.0,65418294.272233728,0.0,78789780.66087124,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,284277351.26439979,35233267.594637479,69761869.8373822 - 07/16 23:00:00,0.0,62980942.63742849,0.0,60473820.407799158,0.0,58483157.14964052,0.0,70046707.33618427,5098.143391432224,5018.331005581644,5024.797637292732,6048.752525837101,76284088.41651732,251984627.53105245,35233267.594637479,62010550.96656194 - 07/16 24:00:00,0.0,52806752.46088721,0.0,50333181.84716117,0.0,49653099.62722921,0.0,59058186.0400774,2551.357511998267,2511.4155341926609,2514.651749443322,3027.0882966823558,38176247.132339779,211851219.97535504,35233267.594637479,46507913.22492146 - 07/17 01:00:00,0.0,37094931.887854579,0.0,34981170.57767701,0.0,35280268.3367241,0.0,41656487.72383038,2554.1182320645095,2514.1330346712545,2517.372751698652,3030.363785657788,38217556.09473193,149012858.52608607,21139960.556782485,23253956.61246073 - 07/17 02:00:00,0.0,25643792.590194428,0.0,24151372.011929197,0.0,25251011.5810181,0.0,29556133.417222274,1277.596172857693,1257.5951664362754,1259.2157061682986,1515.8190902515574,19116814.088569769,104602309.600364,14093307.03785499,0.0 - 07/17 03:00:00,0.0,24707902.339010657,0.0,23018997.132082754,0.0,24437905.061453724,0.0,28470454.043438555,1277.596172857693,1257.5951664362754,1259.2157061682986,1515.8190902515574,19116814.088569769,100635258.57598569,14093307.03785499,0.0 - 07/17 04:00:00,0.0,19692864.58883591,0.0,17774346.791897388,0.0,20422785.242546567,0.0,23262305.688695715,1281.1121923205299,1261.0561419585088,1262.6811415107468,1519.9907131294993,19169424.680109424,81152302.31197557,14093307.03785499,0.0 - 07/17 05:00:00,0.0,24574573.99210611,0.0,28446160.499927738,0.0,25197347.396500317,0.0,29072022.86031723,1277.3287247088813,1257.3319052381258,1258.9521057312246,1515.5017732321158,19112812.232077253,107290104.74885139,14093307.03785499,0.0 - 07/17 06:00:00,0.0,43528198.47012579,0.0,56026392.18703474,0.0,42330267.10473451,0.0,50829905.22167824,1274.824782393121,1254.8671626064286,1256.4841870270755,1512.5309412558204,19075345.463816804,192714762.98357333,14093307.03785499,0.0 - 07/17 07:00:00,0.0,58629698.52633492,0.0,64752648.37368929,0.0,56888925.22902952,0.0,69059248.98106955,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,249330521.11012329,14093307.03785499,15502637.741640486 - 07/17 08:00:00,0.0,82729912.3116975,0.0,86360674.02830199,0.0,77155510.57212325,0.0,94164352.60642679,20287.676494529333,19970.06913434517,19995.802606727353,24070.553732537493,303566767.08530166,340410449.51854959,56373228.15141996,38756594.35410121 - 07/17 09:00:00,0.0,84461294.60456845,0.0,84239486.75959897,0.0,69839936.71183649,0.0,85961162.66151163,17761.015517681353,17482.963506437874,17505.492089364914,21072.766932086248,265760056.9640534,324501880.7375155,56373228.15141996,38756594.35410121 - 07/17 10:00:00,0.0,68737823.13738515,0.0,64575700.173345569,0.0,44635145.439869377,0.0,56468103.882978428,12676.445807550801,12477.993683644963,12494.072852108678,15040.119060974315,189679073.05540354,234416772.63357855,28186614.07570998,0.0 - 07/17 11:00:00,0.0,74861131.52893058,0.0,67265123.97830308,0.0,43130918.6122076,0.0,55081585.937247637,10116.281036530501,9957.908769713255,9970.740551545647,12002.581287656063,151371041.92360369,240338760.0566889,28186614.07570998,0.0 - 07/17 12:00:00,0.0,84647411.25686,0.0,74168936.05445114,0.0,45153620.310586649,0.0,58820658.99784951,5039.011913761323,4960.125242224646,4966.51686986871,5978.5952847678449,75399297.51824108,262790626.61974729,28186614.07570998,0.0 - 07/17 13:00:00,0.0,94699644.26676435,0.0,81925251.26012641,0.0,51232587.608345057,0.0,68299944.98474325,5018.536975648164,4939.970843087245,4946.3364997309049,5954.3025522730199,75092928.73466161,296157428.1199791,28186614.07570998,0.0 - 07/17 14:00:00,0.0,105802349.24304912,0.0,93127236.16908244,0.0,62179610.07020073,0.0,81027285.46420117,5010.310464645804,4931.873119649281,4938.228341549773,5944.54211099395,74969834.53261972,342136480.94653347,28186614.07570998,0.0 - 07/17 15:00:00,0.0,103848393.09626538,0.0,101513042.08696249,0.0,70941162.81720986,0.0,89413043.55288542,7500.277488620052,7382.8592453603209,7392.372813050746,8898.792937054803,112227488.94270933,365715641.55332317,28186614.07570998,0.0 - 07/17 16:00:00,0.0,94167716.65689427,0.0,96919076.30049137,0.0,69965118.34019564,0.0,88557305.1520698,12578.23625336292,12381.321618348868,12397.276214989337,14923.59717381955,188209552.53787444,349609216.449651,28186614.07570998,0.0 - 07/17 17:00:00,0.0,69463440.95026413,0.0,68587476.91425632,0.0,53080563.73609213,0.0,66778473.138337079,12578.23625336292,12381.321618348868,12397.276214989337,14923.59717381955,188209552.53787444,257909954.73894964,35233267.594637479,0.0 - 07/17 18:00:00,0.0,28683626.003276167,0.0,25694967.88290201,0.0,23566791.11940187,0.0,27218885.165401676,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,105164270.17098174,14093307.03785499,0.0 - 07/17 19:00:00,0.0,27803179.558481557,0.0,23917308.668634628,0.0,31679774.62690437,0.0,34490440.7618012,17928.90562675001,17648.225264529196,17670.96680409945,21271.962137736755,268272215.39921553,117890703.61582175,63419881.67034747,0.0 - 07/17 20:00:00,0.0,40612545.58367975,0.0,36739507.46300944,0.0,48621569.33319917,0.0,54263947.541878137,10252.635849137645,10092.128922292068,10105.133660490625,12164.361067831254,153411334.19910575,180237569.9217665,63419881.67034747,69761869.8373822 - 07/17 21:00:00,0.0,34417559.31896174,0.0,30841619.85575977,0.0,40612721.29933191,0.0,45108060.86460763,10250.775490184089,10090.29768760498,10103.300066070733,12162.153822947126,153383497.44050495,150979961.33866105,49326574.63249246,69761869.8373822 - 07/17 22:00:00,0.0,28437887.76479186,0.0,25287855.896536206,0.0,34654324.39202676,0.0,37733593.922403957,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,126113661.97575878,35233267.594637479,69761869.8373822 - 07/17 23:00:00,0.0,24512722.384042354,0.0,21281093.134519366,0.0,30996660.350576655,0.0,33302960.73728877,5129.950501907454,5049.640169808773,5056.147146573627,6086.490448263911,76760021.75959356,110093436.60642715,35233267.594637479,62010550.96656194 - 07/17 24:00:00,0.0,17984065.19001226,0.0,14252657.907333937,0.0,24761423.042555095,0.0,26135477.63271393,2567.1461300615944,2526.956978494843,2530.2132204827705,3045.82088932589,38412493.98611435,83133623.77261523,35233267.594637479,46507913.22492146 - 07/18 01:00:00,0.0,3992707.393124108,0.0,283630.1716722896,0.0,12659269.829818657,0.0,11466049.469828185,2566.720819562218,2526.538326310676,2529.7940288225329,3045.31627465348,38406130.01765606,28401656.86444324,21139960.556782485,23253956.61246073 - 07/18 02:00:00,0.0,0.0,0.0,0.0,0.0,1526160.793344779,0.0,0.0,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,1526160.793344779,14093307.03785499,0.0 - 07/18 03:00:00,0.0,0.0,0.0,0.0,0.0,235116.0746575957,0.0,0.0,1283.9917121808197,1263.8905823982116,1265.5192344162616,1523.4071535257024,19212511.25707558,235116.0746575957,14093307.03785499,0.0 - 07/18 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.6029945650506,1264.4922950426829,1266.1217224288908,1524.1324167405094,19221657.94359768,0.0,14093307.03785499,0.0 - 07/18 05:00:00,0.0,0.0,0.0,0.0,0.0,2668880.9811253699,0.0,0.0,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,2668880.9811253699,14093307.03785499,0.0 - 07/18 06:00:00,0.0,18670305.91714456,0.0,34528617.07654238,0.0,34532029.471411127,0.0,31726301.73230117,1282.4876254768636,1262.410042452193,1264.0367866434067,1521.6226120659779,19190005.439898388,119457254.19739923,14093307.03785499,0.0 - 07/18 07:00:00,0.0,51248742.38644429,0.0,61251252.38880153,0.0,55281152.93575471,0.0,65627642.90620683,5117.630408707354,5037.512949966032,5044.00429957032,6071.873127968863,76575674.83036526,233408790.61720736,14093307.03785499,15502637.741640486 - 07/18 08:00:00,0.0,70190722.48996692,0.0,69401653.38250193,0.0,67876391.67392183,0.0,81469082.41738262,20437.2595953421,20117.31048381001,20143.233691699592,24248.02837171385,305804995.71323606,288937849.96377328,56373228.15141996,38756594.35410121 - 07/18 09:00:00,0.0,75114193.97643887,0.0,72554561.75352393,0.0,62357079.76447669,0.0,75140357.83161871,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,285166193.32605817,56373228.15141996,38756594.35410121 - 07/18 10:00:00,0.0,73631115.21059235,0.0,62764444.84022,0.0,45124187.87117764,0.0,55822859.26206215,12730.592254015475,12531.292457389221,12547.440306763003,15104.361752807723,190489272.3755115,237342607.18405215,28186614.07570998,0.0 - 07/18 11:00:00,0.0,72776879.63548067,0.0,60650995.75439776,0.0,40190721.86881973,0.0,50471798.82492177,10189.250024534454,10029.735414597655,10042.659752393174,12089.156206525244,152462885.0329819,224090396.08361996,28186614.07570998,0.0 - 07/18 12:00:00,0.0,70487234.4501669,0.0,59550251.762740667,0.0,38119582.26568282,0.0,49105223.98545484,5078.498622792532,4998.993779459733,5005.435493181254,6025.444757733026,75990141.55139956,217262292.46404524,28186614.07570998,0.0 - 07/18 13:00:00,0.0,78984225.38713378,0.0,66216736.09576605,0.0,42670926.41271271,0.0,56648286.59792987,5060.96187722296,4981.73157491353,4988.151044522576,6004.63807853346,75727737.2706931,244520174.4935424,28186614.07570998,0.0 - 07/18 14:00:00,0.0,89729838.95880538,0.0,77075786.30965682,0.0,53722601.81384675,0.0,69238285.53332864,5059.5552800734299,4980.346998304775,4986.76468374554,6002.969204708657,75706690.20059665,289766512.6156376,28186614.07570998,0.0 - 07/18 15:00:00,0.0,90420904.09574357,0.0,82829418.67018929,0.0,64490250.03465298,0.0,79127587.60867869,7578.600145674574,7459.955746607577,7469.568661008936,8991.71977989037,113399439.59945324,316868160.40926459,28186614.07570998,0.0 - 07/18 16:00:00,0.0,89048944.70765965,0.0,87732214.24736005,0.0,71827201.46953577,0.0,86592305.92388919,12631.000242790957,12433.259577679297,12449.281101681561,14986.199633150616,188999065.99908877,335200666.3484446,28186614.07570998,0.0 - 07/18 17:00:00,0.0,88362503.21882639,0.0,88623380.42840787,0.0,75360352.76480688,0.0,93270639.08542454,12608.867172613285,12411.473004844176,12427.466454623633,14959.939590256037,188667886.4004137,345616875.49746569,35233267.594637479,0.0 - 07/18 18:00:00,0.0,76658135.85793318,0.0,78895307.75775367,0.0,64712205.65310033,0.0,81777880.41307858,17732.772226684614,17455.162369430476,17477.65512775487,21039.257345431317,265337449.44948466,302043529.68186578,14093307.03785499,0.0 - 07/18 19:00:00,0.0,78969951.53140979,0.0,85033009.67609144,0.0,71021102.93368869,0.0,89068226.77941358,17810.06912275614,17531.24916817428,17553.839972104877,21130.967162016263,266494051.53018565,324092290.9206035,63419881.67034747,0.0 - 07/18 20:00:00,0.0,73876425.98741593,0.0,72642194.95546007,0.0,70247891.40879217,0.0,83978537.52899902,10200.892643409232,10041.195766102019,10054.134871730184,12102.96972939408,152637094.83828787,300745049.88066717,63419881.67034747,69761869.8373822 - 07/18 21:00:00,0.0,63538398.66118891,0.0,60805993.11198093,0.0,61486135.521180558,0.0,72754732.63536996,10222.891663299812,10062.850387232298,10075.817397050034,12129.07072674004,152966268.62755988,258585259.92972035,49326574.63249246,69761869.8373822 - 07/18 22:00:00,0.0,56570125.65137167,0.0,54017065.297610569,0.0,55395176.784942109,0.0,65181013.995302449,5114.57723664798,5034.507575884815,5040.995052757848,6068.250655867157,76529989.87616807,231163381.7292268,35233267.594637479,69761869.8373822 - 07/18 23:00:00,0.0,51709938.8147029,0.0,49066977.819802369,0.0,50976013.17260739,0.0,59584470.881686139,5112.498309311092,5032.461194543211,5038.946034445014,6065.784087939475,76498882.65445966,211337400.6887988,35233267.594637479,62010550.96656194 - 07/18 24:00:00,0.0,44401081.91810422,0.0,41965516.79742482,0.0,44093677.43058038,0.0,51301698.683305699,2556.771057157808,2516.7443292928335,2519.98741123988,3033.5112613664284,38257250.61260502,181761974.82941509,35233267.594637479,46507913.22492146 - 07/19 01:00:00,0.0,29929806.26245941,0.0,27806747.35958438,0.0,30300059.37445952,0.0,34723439.64380967,2559.3153509318697,2519.248791673225,2522.495100875674,3036.5299688076886,38295321.164238449,122760052.64031297,21139960.556782485,23253956.61246073 - 07/19 02:00:00,0.0,20928175.074280029,0.0,19470533.24697937,0.0,21310299.253668176,0.0,24438337.682383866,1276.2373528084357,1256.2576189683767,1257.8764351339667,1514.2069021324635,19096481.912555674,86147345.25731145,14093307.03785499,0.0 - 07/19 03:00:00,0.0,22358625.78775511,0.0,21056273.23376939,0.0,22569851.973006015,0.0,26155759.174620868,1275.6787559991336,1255.7077670963304,1257.325874721661,1513.5441483411779,19088123.566169889,92140510.16915138,14093307.03785499,0.0 - 07/19 04:00:00,0.0,20956636.461156399,0.0,19598428.212581345,0.0,21394570.522824274,0.0,24644746.05238562,1276.787349414758,1256.7990052752255,1258.41851907233,1514.8594521112039,19104711.57314466,86594381.24894762,14093307.03785499,0.0 - 07/19 05:00:00,0.0,23129965.784201929,0.0,24888312.719538079,0.0,23468020.93639898,0.0,27158943.466833638,1275.9591280969274,1255.98374991663,1257.6022131739938,1513.8767991327493,19092318.805153084,98645242.90697262,14093307.03785499,0.0 - 07/19 06:00:00,0.0,35335765.08558131,0.0,43012153.70007328,0.0,33237339.357203429,0.0,39727035.60188635,1275.6787559991336,1255.7077670963304,1257.325874721661,1513.5441483411779,19088123.566169889,151312293.74474437,14093307.03785499,0.0 - 07/19 07:00:00,0.0,47163357.5425776,0.0,50100491.097359519,0.0,42309712.927318017,0.0,51407644.70339063,5094.625012267227,5014.867707298828,5021.329876196587,6044.578103262622,76231442.51649095,190981206.27064575,14093307.03785499,15502637.741640486 - 07/19 08:00:00,0.0,79754142.83298165,0.0,81202581.46874716,0.0,72492776.96688169,0.0,88678352.88979337,20282.313292081282,19964.789893831945,19990.516563373887,24064.190497558902,303486516.88864567,322127854.1584039,56373228.15141996,38756594.35410121 - 07/19 09:00:00,0.0,92614537.94418642,0.0,91766294.0381724,0.0,75762827.79893485,0.0,93969263.0840334,17662.855495135715,17386.340197356927,17408.744271288073,20956.303812334267,264291277.59401394,354112922.8653271,56373228.15141996,38756594.35410121 - 07/19 10:00:00,0.0,88288656.70812442,0.0,79174307.87069305,0.0,55492699.7446257,0.0,71114870.14540315,12608.867172613285,12411.473004844176,12427.466454623633,14959.939590256037,188667886.4004137,294070534.4688463,28186614.07570998,0.0 - 07/19 11:00:00,0.0,91001735.91515546,0.0,76269802.17242971,0.0,49253098.89762299,0.0,63940913.297409478,10046.759510865646,9889.47561650191,9902.219215231564,11920.096651254495,150330783.57787303,280465550.2826176,28186614.07570998,0.0 - 07/19 12:00:00,0.0,99220488.96980417,0.0,82627785.09251192,0.0,49172634.43052921,0.0,64868443.12899795,5010.310464645804,4931.873119649281,4938.228341549773,5944.54211099395,74969834.53261972,295889351.6218432,28186614.07570998,0.0 - 07/19 13:00:00,0.0,97885751.09620986,0.0,84346413.50779122,0.0,52224572.032281767,0.0,70189006.08517799,5006.965904196718,4928.580918917953,4934.931898481774,5940.57391769083,74919789.50143418,304645742.7214608,28186614.07570998,0.0 - 07/19 14:00:00,0.0,105153019.7151986,0.0,96041067.11689726,0.0,64608371.99617292,0.0,84181568.71962975,4971.856850452331,4894.0215039595209,4900.327950189762,5898.918365618088,74394448.81279093,349984027.54789856,28186614.07570998,0.0 - 07/19 15:00:00,0.0,111793757.73269947,0.0,109179907.46006927,0.0,77994950.71785932,0.0,99741609.1836566,7452.273847209521,7335.607109911141,7345.059788402116,8841.838448932851,111509205.10004026,398710225.09428468,28186614.07570998,0.0 - 07/19 16:00:00,0.0,107357885.12850298,0.0,109492657.70179424,0.0,86146136.77932126,0.0,108347753.11184949,12438.754608659126,12244.023584813189,12259.801258923728,14758.107526720203,186122473.1248185,411344432.721468,28186614.07570998,0.0 - 07/19 17:00:00,0.0,104717923.65656403,0.0,107651050.45588298,0.0,90553337.4364277,0.0,115420761.8018376,12500.46248103342,12304.765408933868,12320.621355084577,14831.321561758,187045814.9045155,418343073.3507123,35233267.594637479,0.0 - 07/19 18:00:00,0.0,96389618.75844783,0.0,102293825.4999223,0.0,83547658.42571159,0.0,108955689.03021372,17512.567462617928,17238.40495202441,17260.618396292513,20777.9927985988,262042500.99432115,391186791.7142955,14093307.03785499,0.0 - 07/19 19:00:00,0.0,102574915.75834978,0.0,113650388.02734824,0.0,90677399.484776,0.0,118238193.72273103,17553.44351100756,17278.641078251083,17300.906370874643,20826.490669678406,262654133.8673221,425140896.993205,63419881.67034747,0.0 - 07/19 20:00:00,0.0,93935479.48946305,0.0,95636872.90813026,0.0,84990941.15276994,0.0,105843298.79186607,10078.023827522646,9920.250484449292,9933.03373973742,11957.190569535689,150798595.03648217,380406592.34222939,63419881.67034747,69761869.8373822 - 07/19 21:00:00,0.0,80218252.22155033,0.0,81148897.026668,0.0,73516211.19920668,0.0,90605402.42446728,10090.085035918712,9932.1228723779,9944.921426449666,11971.500732892993,150979068.24350138,325488762.8718923,49326574.63249246,69761869.8373822 - 07/19 22:00:00,0.0,70003605.15575123,0.0,70916315.92524342,0.0,64606255.64957933,0.0,79401786.7890039,5060.96187722296,4981.73157491353,4988.151044522576,6004.63807853346,75727737.2706931,284927963.51957789,35233267.594637479,69761869.8373822 - 07/19 23:00:00,0.0,59644920.0285474,0.0,60167124.81628978,0.0,56238426.94215019,0.0,68586645.06317389,5079.789533460337,5000.2644806802159,5006.707831829956,6026.976373963287,76009457.59176167,244637116.85016126,35233267.594637479,62010550.96656194 - 07/19 24:00:00,0.0,47866060.170756448,0.0,48063844.70355947,0.0,47345416.150582429,0.0,56157984.722516868,2546.118450803095,2506.2584914778456,2509.4880613526,3020.8723505615446,38097854.475102309,199433305.7474152,35233267.594637479,46507913.22492146 - 07/20 01:00:00,0.0,33098340.08374212,0.0,32818257.33612194,0.0,34226849.46653959,0.0,40473231.83202626,2549.649564786242,2509.734325212857,2512.968374054151,3025.0618825116409,38150690.927633609,140616678.71842993,21139960.556782485,23253956.61246073 - 07/20 02:00:00,0.0,22183132.88623044,0.0,22113793.389248168,0.0,22909956.199681485,0.0,27115414.182580476,1276.2373528084357,1256.2576189683767,1257.8764351339667,1514.2069021324635,19096481.912555674,94322296.65774057,14093307.03785499,0.0 - 07/20 03:00:00,0.0,19794988.99723707,0.0,19621454.326130898,0.0,20978290.01653,0.0,24631930.055298009,1277.0591160322547,1257.0665173356272,1258.686375849326,1515.181892828894,19108778.047365965,85026663.39519596,14093307.03785499,0.0 - 07/20 04:00:00,0.0,17405281.77607287,0.0,17101151.879059677,0.0,19122849.869921417,0.0,22264194.453390849,1277.596172857693,1257.5951664362754,1259.2157061682986,1515.8190902515574,19116814.088569769,75893477.97844482,14093307.03785499,0.0 - 07/20 05:00:00,0.0,19525036.50078071,0.0,23060693.493518,0.0,22117188.712372833,0.0,25606386.298556024,1277.3287247088813,1257.3319052381258,1258.9521057312246,1515.5017732321158,19112812.232077253,90309305.00522757,14093307.03785499,0.0 - 07/20 06:00:00,0.0,42881857.873155448,0.0,57834773.2000766,0.0,45398110.297958,0.0,54205139.180846948,1275.6787559991336,1255.7077670963304,1257.325874721661,1513.5441483411779,19088123.566169889,200319880.552037,14093307.03785499,0.0 - 07/20 07:00:00,0.0,63960803.81448345,0.0,70172774.59808281,0.0,61636946.32656144,0.0,75099671.71649416,1272.7575307898933,1252.8322742126948,1254.4466764719496,1510.0782261404357,19044412.947413904,270870196.45562186,14093307.03785499,15502637.741640486 - 07/20 08:00:00,0.0,85593032.32398653,0.0,86195768.3341004,0.0,77573455.9536125,0.0,94826561.14816644,5077.199365701253,4997.714862480594,5004.154928187051,6023.903238789915,75970700.62257174,344188817.7598659,56373228.15141996,38756594.35410121 - 07/20 09:00:00,0.0,99467563.66750863,0.0,95658151.39231804,0.0,79371887.67909433,0.0,98169027.25417279,12652.404693057399,12454.32893728382,12470.37761130644,15011.595196333652,189319343.17673273,372666629.9930937,56373228.15141996,38756594.35410121 - 07/20 10:00:00,0.0,95636986.00244047,0.0,82383823.70669796,0.0,59119177.40175731,0.0,74937230.21750739,12608.867172613285,12411.473004844176,12427.466454623633,14959.939590256037,188667886.4004137,312077217.3284031,28186614.07570998,0.0 - 07/20 11:00:00,0.0,107506027.69776735,0.0,87957568.31871332,0.0,58463045.00241379,0.0,74632656.14524576,12566.423033413022,12369.693336561038,12385.632948973553,14909.581239287323,188032790.00964577,328559297.1641402,28186614.07570998,0.0 - 07/20 12:00:00,0.0,109479309.98424226,0.0,85298330.87969215,0.0,54813799.32253381,0.0,72342931.19712076,7522.904361860385,7405.131890679036,7414.674158946277,8925.638858433605,112566057.3717095,321934371.383589,28186614.07570998,0.0 - 07/20 13:00:00,0.0,115190318.66946714,0.0,90317366.30431831,0.0,59596152.77755242,0.0,80236542.96339116,7502.837480538101,7385.379160127326,7394.895974985132,8901.830269744669,112265794.38742283,345340380.71472898,28186614.07570998,0.0 - 07/20 14:00:00,0.0,121067229.72562173,0.0,103191972.1493938,0.0,72269759.11722635,0.0,94207469.57079444,7465.969967204082,7349.088814592178,7358.558865635683,8858.088372493356,111714141.67173106,390736430.5630363,28186614.07570998,0.0 - 07/20 15:00:00,0.0,120769058.48151198,0.0,112506443.52852898,0.0,83111828.82739397,0.0,104985026.12849033,7449.501721906172,7332.878382746557,7342.327544994064,8838.549428078957,111467725.4798127,421372356.9659252,28186614.07570998,0.0 - 07/20 16:00:00,0.0,117969515.00568705,0.0,117940768.12745086,0.0,90627079.01835136,0.0,111864155.3242783,17395.081761473917,17122.758511448745,17144.822933474377,20638.600498896354,260284549.33905626,438401517.4757676,28186614.07570998,0.0 - 07/20 17:00:00,0.0,121764191.64485976,0.0,127302089.73220819,0.0,98892966.52084917,0.0,124006422.95198472,22397.909901612245,22047.266443776538,22075.67659690705,26574.265117480063,335142425.0151932,471965670.8499018,35233267.594637479,0.0 - 07/20 18:00:00,0.0,108809727.62588945,0.0,116149786.45895982,0.0,88637479.6237163,0.0,114489489.93854803,17451.908856800645,17178.695967997046,17200.83247114486,20706.023678277925,261134859.50719375,428086483.6471136,14093307.03785499,0.0 - 07/20 19:00:00,0.0,102956274.86337438,0.0,109651663.6170546,0.0,86897469.60172394,0.0,112236806.20619539,17500.647473446785,17226.671572507414,17248.869897118406,20763.8501864612,261864140.8663217,411742214.2883483,63419881.67034747,0.0 - 07/20 20:00:00,0.0,97841429.96171323,0.0,99243006.50466503,0.0,86666320.40230808,0.0,107528336.4832128,15045.80872372077,14810.263781358071,14829.348317892554,17851.27771686721,225132114.743419,391279093.35189917,63419881.67034747,69761869.8373822 - 07/20 21:00:00,0.0,86545765.12509039,0.0,87488547.94507997,0.0,78066680.58178781,0.0,95309294.11899963,12546.342439120412,12349.927107718111,12365.84124932726,14885.75638068255,187732321.83665399,347410287.77095779,49326574.63249246,69761869.8373822 - 07/20 22:00:00,0.0,78480597.03210506,0.0,79732767.84728636,0.0,72496237.24885778,0.0,88434715.72733486,10037.073951296328,9879.94168617449,9892.672999461809,11908.605104546039,150185857.46932323,319144317.855584,35233267.594637479,69761869.8373822 - 07/20 23:00:00,0.0,71517625.82758256,0.0,72827950.95115647,0.0,67566567.51836287,0.0,83082876.06410457,7544.590918151392,7426.478939885685,7436.048716004676,8951.369129646138,112890555.73327641,294995020.3612065,35233267.594637479,62010550.96656194 - 07/20 24:00:00,0.0,62662273.45154922,0.0,63927948.39355734,0.0,59777728.424220319,0.0,73663650.59718299,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,260031600.86650986,35233267.594637479,46507913.22492146 - 07/21 01:00:00,0.0,49815301.8975526,0.0,50134857.7146701,0.0,45931736.41863339,0.0,57027151.516361538,2521.0216045381228,2481.554541022963,2484.752277336077,2991.0959004736725,37722327.564135,202909047.5472176,21139960.556782485,23253956.61246073 - 07/21 02:00:00,0.0,38332757.33162294,0.0,39261424.22689102,0.0,34404709.495960827,0.0,43059676.46718536,1263.8216387626874,1244.0362752421639,1245.639342958956,1499.4761313541247,18910704.19794455,155058567.52166016,14093307.03785499,0.0 - 07/21 03:00:00,0.0,34734506.51865101,0.0,35556825.65698643,0.0,31596551.479687267,0.0,39328221.27093604,1267.6445807550802,1247.7993683644966,1249.407285210868,1504.0119060974315,18967907.305540354,141216104.92626075,14093307.03785499,0.0 - 07/21 04:00:00,0.0,30011442.346492739,0.0,30655040.917058544,0.0,28098975.42387537,0.0,34703489.26040959,1270.9030158647052,1251.00679206462,1252.6188420038039,1507.8779149728869,19016663.633661659,123468947.94783625,14093307.03785499,0.0 - 07/21 05:00:00,0.0,28686303.94701961,0.0,31809216.251885278,0.0,27636303.64117253,0.0,33752223.63956404,1273.9515803918226,1254.0076307453563,1255.6235475714696,1511.4949204134496,19062279.644839556,121884047.47964145,14093307.03785499,0.0 - 07/21 06:00:00,0.0,45280123.17296505,0.0,55341067.074603769,0.0,41809161.856783729,0.0,51520932.7823779,1270.9030158647052,1251.00679206462,1252.6188420038039,1507.8779149728869,19016663.633661659,193951284.88673044,14093307.03785499,0.0 - 07/21 07:00:00,0.0,51018566.32849068,0.0,53680099.80848808,0.0,45245200.47646131,0.0,56017750.0900655,1269.9473833650844,1250.0661201700539,1251.676957957489,1506.7440934908219,19002364.397940417,205961616.70350559,14093307.03785499,15502637.741640486 - 07/21 08:00:00,0.0,74305318.7817471,0.0,74472711.08930326,0.0,64961338.86873338,0.0,80006240.86770636,1266.9679808651536,1247.1333607720665,1248.740419399677,1503.2091461554392,18957783.26589241,293745609.6074901,56373228.15141996,38756594.35410121 - 07/21 09:00:00,0.0,83594865.63318895,0.0,82852074.2975799,0.0,65370772.31909131,0.0,81661919.94308502,5056.717605373321,4977.553747931464,4983.967833984023,5999.602411997681,75664229.75743138,313479632.1929452,56373228.15141996,38756594.35410121 - 07/21 10:00:00,0.0,66212975.566758129,0.0,63207573.26588917,0.0,42924634.13632274,0.0,55031271.064515139,7585.076408059981,7466.330621897195,7475.951750976034,8999.403617996522,113496344.63614704,227376454.03348515,28186614.07570998,0.0 - 07/21 11:00:00,0.0,74727699.2244846,0.0,70964604.63909304,0.0,45326529.09909139,0.0,58452025.86182007,7593.54044432593,7474.662152096436,7484.29401720232,9009.445873933944,113622992.95521108,249470858.82448913,28186614.07570998,0.0 - 07/21 12:00:00,0.0,77066202.96419335,0.0,71965370.86752087,0.0,45466801.45290674,0.0,59174419.93688779,5048.009725295269,4968.9821913404889,4975.385232067499,5989.27084468529,75533932.77619876,253672795.22150875,28186614.07570998,0.0 - 07/21 13:00:00,0.0,94488639.3549889,0.0,84436578.69604843,0.0,49708341.86164817,0.0,66579061.88587407,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,295212621.7985596,28186614.07570998,0.0 - 07/21 14:00:00,0.0,100832474.0330697,0.0,90380067.47237686,0.0,57042740.71518524,0.0,77276473.09400325,7546.941752017752,7428.79297100932,7438.365728993603,8954.158304291732,112925731.52272466,325531755.31463506,28186614.07570998,0.0 - 07/21 15:00:00,0.0,83348209.75421943,0.0,77752857.56209235,0.0,61412145.27196501,0.0,78595905.28068564,10046.759510865646,9889.47561650191,9902.219215231564,11920.096651254495,150330783.57787303,301109117.8689624,28186614.07570998,0.0 - 07/21 16:00:00,0.0,71162905.227623,0.0,69591998.50504223,0.0,57470703.31046564,0.0,69573374.55098373,12597.529784403307,12400.313105561612,12416.292174671777,14946.488211919612,188498243.79560275,267798981.5941146,28186614.07570998,0.0 - 07/21 17:00:00,0.0,65953546.26206052,0.0,66937509.06940773,0.0,56694409.83443036,0.0,69903349.07848437,15148.443765738737,14911.2920526467,14930.506774420479,17973.050276401118,226667854.32914535,259488814.24438299,35233267.594637479,0.0 - 07/21 18:00:00,0.0,63680694.692444268,0.0,66099157.44452699,0.0,55315130.0425078,0.0,70009515.3901762,17703.491813928376,17426.34034699819,17448.79596520488,21004.517253398106,264899323.36630637,255104497.56965528,14093307.03785499,0.0 - 07/21 19:00:00,0.0,64603095.08927119,0.0,69992416.47012919,0.0,58919179.33699906,0.0,74864640.5408645,10169.738930740266,10010.529770616604,10023.429359979575,12066.007038522675,152170938.35949285,268379331.43726395,63419881.67034747,0.0 - 07/21 20:00:00,0.0,57615254.17273481,0.0,56978245.13936049,0.0,55099351.90752572,0.0,66215873.24944349,7657.424116850613,7537.545713810257,7547.258610803801,9085.241412794781,114578891.47533402,235908724.46906448,63419881.67034747,69761869.8373822 - 07/21 21:00:00,0.0,48386937.911978308,0.0,46465792.28925505,0.0,47122361.401151198,0.0,55925998.378880809,5106.0537098561649,5026.117486494988,5032.594151881483,6058.137816691688,76402451.39372756,197901089.98126538,49326574.63249246,69761869.8373822 - 07/21 22:00:00,0.0,38320731.5223393,0.0,36156087.838659558,0.0,38743257.30653113,0.0,45164835.38856515,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,158384912.05609513,35233267.594637479,69761869.8373822 - 07/21 23:00:00,0.0,27717894.732669973,0.0,24936873.38632202,0.0,30421533.355035504,0.0,34225767.03125664,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,117302068.50528413,35233267.594637479,62010550.96656194 - 07/21 24:00:00,0.0,16249503.478714483,0.0,13130459.471000465,0.0,20666691.410369368,0.0,21805116.79869572,5153.877011333392,5073.192105266162,5079.72943110375,6114.878338366773,77118036.78985228,71851771.15878004,35233267.594637479,46507913.22492146 - 07/22 01:00:00,0.0,594196.8113665291,0.0,0.0,0.0,3793291.0310914928,0.0,2003605.3592558816,2585.1118605609956,2544.641452131772,2547.9204823689976,3067.136542769336,38681317.21619196,6391093.201713903,21139960.556782485,23253956.61246073 - 07/22 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 07/22 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,19349088.870979739,0.0,14093307.03785499,0.0 - 07/22 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.7931352996873,1272.5542175962497,1274.194033592531,1533.849706085264,19344207.933265438,0.0,14093307.03785499,0.0 - 07/22 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3534074326945,1273.1057185644959,1274.7462452260655,1534.5144475841749,19352591.34770675,0.0,14093307.03785499,0.0 - 07/22 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 07/22 07:00:00,0.0,0.0,0.0,5933255.784449538,0.0,14533577.511811089,0.0,9501556.094235972,5164.546505948632,5083.694566952808,5090.245426284242,6127.537286448107,77277685.62828164,29968389.390496598,14093307.03785499,15502637.741640486 - 07/22 08:00:00,0.0,31003954.864787,0.0,30830584.855996029,0.0,36748705.35778813,0.0,39937234.88640399,20645.749610713206,20322.53654909671,20348.7242117184,24495.393816398515,308924655.07653656,138520479.96497516,56373228.15141996,38756594.35410121 - 07/22 09:00:00,0.0,35938189.6733059,0.0,29679852.495533926,0.0,31769700.376132918,0.0,35097446.37481078,18065.030909374054,17782.219480459615,17805.1336852536,21433.469589348697,270309073.19196948,132485188.9197835,56373228.15141996,38756594.35410121 - 07/22 10:00:00,0.0,25109204.13207251,0.0,14960462.909827162,0.0,13109776.260725657,0.0,13376338.019643818,12871.894322950384,12670.382416075081,12686.709497057243,15272.011263767421,192603590.99946047,66555781.32226914,28186614.07570998,0.0 - 07/22 11:00:00,0.0,25669666.60884837,0.0,14625473.903997137,0.0,10096291.774801182,0.0,10111139.689617789,10304.050277421613,10142.738448109898,10155.808401848079,12225.362324380798,154180654.0263374,60502571.97726448,28186614.07570998,0.0 - 07/22 12:00:00,0.0,25570360.824330816,0.0,13671238.111289194,0.0,7762732.526781092,0.0,7907970.820392521,5152.0251387108069,5071.369224054949,5077.904200924039,6112.681162190399,77090327.0131687,54912302.282793629,28186614.07570998,0.0 - 07/22 13:00:00,0.0,26107453.728228146,0.0,16053560.678273485,0.0,9651595.184345615,0.0,10803829.592985902,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,62616439.18383315,28186614.07570998,0.0 - 07/22 14:00:00,0.0,35931026.84925322,0.0,23327392.19737891,0.0,14610677.521843804,0.0,17377367.816841149,5128.151858906457,5047.869684899492,5054.374380213832,6084.356427001652,76733108.46367717,91246464.38531709,28186614.07570998,0.0 - 07/22 15:00:00,0.0,35106605.166173059,0.0,25583199.955796325,0.0,18786258.03854535,0.0,21597556.90070691,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,101073620.06122163,28186614.07570998,0.0 - 07/22 16:00:00,0.0,33749671.927673097,0.0,27713914.234924124,0.0,23451381.340521277,0.0,25773056.184533158,12831.455361284885,12630.576533898336,12646.852320938411,15224.031979401374,191998498.30388285,110688023.68765165,28186614.07570998,0.0 - 07/22 17:00:00,0.0,26798498.869029475,0.0,23351797.423538109,0.0,22587510.958432307,0.0,25006344.116932516,12835.730650307973,12634.784892474212,12651.066102413852,15229.104446629452,192062469.93057177,97744151.3679324,35233267.594637479,0.0 - 07/22 18:00:00,0.0,24826392.658981295,0.0,23185215.44186274,0.0,24144595.342365818,0.0,27848786.0444129,17995.415263124112,17713.6936801385,17736.519582444493,21350.873282465727,269267406.5094222,100004989.48762274,14093307.03785499,0.0 - 07/22 19:00:00,0.0,25680075.44105819,0.0,25892848.346817279,0.0,27587433.887127609,0.0,32249855.415364978,18025.321297533203,17743.131529999955,17765.99536598015,21386.3556507086,269714893.8391988,111410213.09036805,63419881.67034747,0.0 - 07/22 20:00:00,0.0,22151412.20862448,0.0,18548291.75503892,0.0,27150150.09963704,0.0,28886287.987615006,10323.818044642241,10162.196747247015,10175.2917749897,12248.81602560601,154476441.33294589,96736142.05091544,63419881.67034747,69761869.8373822 - 07/22 21:00:00,0.0,12457848.359495869,0.0,7814073.409369666,0.0,19786728.39645578,0.0,18970688.087777623,10337.047499538165,10175.219092558591,10188.330900922372,12264.512268840683,154674395.1426953,59029338.25309894,49326574.63249246,69761869.8373822 - 07/22 22:00:00,0.0,4269685.0084223239,0.0,563252.4630709702,0.0,12999301.117359037,0.0,10228625.130889586,5171.9735927020869,5091.005381277616,5097.565661339508,6136.34924137175,77388817.95608746,28060863.71974192,35233267.594637479,69761869.8373822 - 07/22 23:00:00,0.0,25916.53939717403,0.0,0.0,0.0,8443673.666859447,0.0,4556265.7728593009,5172.76692233672,5091.786291188823,5098.3475775328429,6137.290496699989,77400688.63593015,13025855.97911592,35233267.594637479,62010550.96656194 - 07/22 24:00:00,0.0,0.0,0.0,0.0,0.0,4463870.039986115,0.0,40341.54013356652,2585.6933312850158,2545.2138198231348,2548.4935876145507,3067.8264355872836,38690017.827515948,4504211.580119681,35233267.594637479,46507913.22492146 - 07/23 01:00:00,1531241.0404738768,0.0,7011316.276682725,0.0,0.0,0.0,0.0,0.0,2586.7775757242359,2546.2810902133935,2549.562233291641,3069.1128502262638,47248798.81519652,0.0,21139960.556782485,23253956.61246073 - 07/23 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3322456962117,1273.0848881189455,1274.7253879383598,1534.489339991631,19352274.702282534,0.0,14093307.03785499,0.0 - 07/23 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 07/23 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.1566881634292,1272.912078972089,1274.5523561092792,1534.2810476804278,19349647.81533081,0.0,14093307.03785499,0.0 - 07/23 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.1566881634292,1272.912078972089,1274.5523561092792,1534.2810476804278,19349647.81533081,0.0,14093307.03785499,0.0 - 07/23 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3087698752136,1273.0617798163044,1274.7022498583124,1534.4614868261443,19351923.430953508,0.0,14093307.03785499,0.0 - 07/23 07:00:00,0.0,0.0,0.0,4863521.057390995,0.0,10433839.121441152,0.0,5797842.613908396,5164.954008148201,5084.095689629423,5090.647065848369,6128.02077225258,77283783.12916287,21095202.792740544,14093307.03785499,15502637.741640486 - 07/23 08:00:00,0.0,38801834.422375667,0.0,41576801.93876766,0.0,44209713.588121619,0.0,49201826.72822359,20597.71711098278,20275.256007110016,20301.382743927534,24438.405088981595,308205939.423607,173790176.67748855,56373228.15141996,38756594.35410121 - 07/23 09:00:00,0.0,51079997.20903335,0.0,44550325.54275138,0.0,44048772.19368264,0.0,50844067.8102834,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,269186244.8842656,190523162.75575079,56373228.15141996,38756594.35410121 - 07/23 10:00:00,0.0,47009198.56795971,0.0,33350616.211513584,0.0,27773378.939625019,0.0,32283168.987072544,12791.553484127195,12591.299328071238,12607.524502422664,15176.689925302064,191401442.0637234,140416362.70617087,28186614.07570998,0.0 - 07/23 11:00:00,0.0,55494129.81614928,0.0,38618328.99572554,0.0,25939263.02187894,0.0,31221664.374853326,10205.430047993068,10045.662136770643,10058.606997773288,12108.353186729422,152704988.5293591,151273386.20860709,28186614.07570998,0.0 - 07/23 12:00:00,0.0,45422278.7003724,0.0,32706903.998812073,0.0,21138764.095697125,0.0,25648333.809125574,5117.630408707354,5037.512949966032,5044.00429957032,6071.873127968863,76575674.83036526,124916280.60400719,28186614.07570998,0.0 - 07/23 13:00:00,0.0,46945902.875414218,0.0,35664917.79234092,0.0,23550771.30187237,0.0,29432420.431647228,5087.3590345498209,5007.715479818054,5014.168432340691,6035.957298060339,76122720.88116805,135594012.40127475,28186614.07570998,0.0 - 07/23 14:00:00,0.0,52844500.36245176,0.0,41098935.026507269,0.0,27262411.35875266,0.0,34116434.219913329,5107.149397659032,5027.196021100902,5033.67407628932,6059.437808444815,76418846.29257864,155322280.967625,28186614.07570998,0.0 - 07/23 15:00:00,0.0,46136057.93013317,0.0,39689525.91438018,0.0,28276096.060310998,0.0,34459905.49546152,7647.215087148336,7527.496508372463,7537.196455939098,9073.128788755654,114426132.62477598,148561585.40028588,28186614.07570998,0.0 - 07/23 16:00:00,0.0,40629917.94568898,0.0,36315301.47077792,0.0,27569761.274218747,0.0,32907177.723420264,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,137422158.4141059,28186614.07570998,0.0 - 07/23 17:00:00,0.0,35607490.40225867,0.0,32361798.167263979,0.0,25399569.743227759,0.0,30279145.423077339,12783.85528578904,12583.721646464164,12599.937056199402,15167.55630683214,191286253.06302513,123648003.73582776,35233267.594637479,0.0 - 07/23 18:00:00,0.0,27876467.468979036,0.0,25165916.416132966,0.0,20470592.457235569,0.0,24183180.72592766,17897.397400104655,17617.21030504983,17639.911878679162,21234.578829564995,267800754.28823514,97696157.06827525,14093307.03785499,0.0 - 07/23 19:00:00,0.0,35912681.63361811,0.0,32593119.434071069,0.0,32981633.848672458,0.0,38144385.433631319,17935.570692487418,17654.785987419113,17677.535981150453,21279.869983812987,268371945.52153189,139631820.34999297,63419881.67034747,0.0 - 07/23 20:00:00,0.0,44545271.17307535,0.0,39267828.97683701,0.0,47437740.10341285,0.0,53088218.4401796,10220.769382861545,10060.761331490203,10073.725649346388,12126.552722012459,152934512.70855815,184339058.6935048,63419881.67034747,69761869.8373822 - 07/23 21:00:00,0.0,36675183.85821243,0.0,32070251.000114569,0.0,40617812.76305256,0.0,45020625.69517826,10229.15447329596,10069.01515176963,10081.990105515695,12136.501311734313,153059979.75233615,154383873.31655783,49326574.63249246,69761869.8373822 - 07/23 22:00:00,0.0,30923774.954117817,0.0,27085889.97252966,0.0,35061546.454843398,0.0,38808945.39153877,5119.622263522039,5039.473621922012,5045.967498052238,6074.236387672713,76605479.1762084,131880156.77302963,35233267.594637479,69761869.8373822 - 07/23 23:00:00,0.0,25105399.990206887,0.0,21400744.293177718,0.0,30731855.479953689,0.0,32865935.66124003,5127.23929878721,5046.971411079152,5053.474948875989,6083.273709254729,76719453.72478949,110103935.42457831,35233267.594637479,62010550.96656194 - 07/23 24:00:00,0.0,18861421.89727205,0.0,15744970.480113958,0.0,24617407.776474719,0.0,25682300.88276822,2564.0759294532288,2523.934842449746,2527.187190106916,3042.178213500826,38366554.231838587,84906101.03662895,35233267.594637479,46507913.22492146 - 07/24 01:00:00,0.0,7807295.098592523,0.0,4535476.8875590269,0.0,13187303.142207502,0.0,12684126.515798269,2564.975250953727,2524.8200849043867,2528.0735732868135,3043.2452241319558,38380010.87979678,38214201.64415732,21139960.556782485,23253956.61246073 - 07/24 02:00:00,0.0,0.0,0.0,0.0,0.0,2983618.6442466445,0.0,704826.60497034,1284.6029945650506,1264.4922950426829,1266.1217224288908,1524.1324167405094,19221657.94359768,3688445.249216985,14093307.03785499,0.0 - 07/24 03:00:00,0.0,0.0,0.0,0.0,0.0,1074963.9520390027,0.0,0.0,1284.6029945650506,1264.4922950426829,1266.1217224288908,1524.1324167405094,19221657.94359768,1074963.9520390027,14093307.03785499,0.0 - 07/24 04:00:00,0.0,0.0,0.0,0.0,0.0,872660.9084282573,0.0,0.0,1283.5730650307972,1263.4784892474216,1265.1066102413852,1522.910444662945,19206246.993057178,872660.9084282573,14093307.03785499,0.0 - 07/24 05:00:00,0.0,0.0,0.0,0.0,0.0,3310310.4134629697,0.0,0.0,1283.7834998370877,1263.685629657563,1265.3140175730874,1523.1601175278184,19209395.752544,3310310.4134629697,14093307.03785499,0.0 - 07/24 06:00:00,0.0,12697360.95651784,0.0,20120551.205915844,0.0,19931673.06103141,0.0,20931953.175829144,1282.0379647266144,1261.967421224873,1263.593595053458,1521.089106750413,19183277.115919293,73681538.39929423,14093307.03785499,0.0 - 07/24 07:00:00,0.0,34797502.33152367,0.0,40203692.83762151,0.0,35976271.171161849,0.0,41929555.63300665,5121.57915437139,5041.399877280059,5047.896235586922,6076.558163966352,76634760.352337,152907021.97331367,14093307.03785499,15502637.741640486 - 07/24 08:00:00,0.0,57836773.15304138,0.0,59426227.32873306,0.0,51853799.28678136,0.0,61429641.731107909,20497.795077128478,20176.89827133614,20202.89826417195,24319.851410071988,306710794.88175079,230546441.4996637,56373228.15141996,38756594.35410121 - 07/24 09:00:00,0.0,54760010.69817935,0.0,51992473.215570818,0.0,44206555.880526449,0.0,52286419.28752436,17918.677922327137,17638.157676727038,17660.88624318283,21259.827356854494,268119177.11672939,203245459.08180098,56373228.15141996,38756594.35410121 - 07/24 10:00:00,0.0,31501137.02994249,0.0,29829957.74178876,0.0,21200875.563450993,0.0,25232546.362008536,12778.614579124765,12578.56298404037,12594.771746312541,15161.33840842505,191207835.78444983,107764516.69719078,28186614.07570998,0.0 - 07/24 11:00:00,0.0,33705974.93513865,0.0,32779526.401231845,0.0,22464583.88865268,0.0,27301666.281255809,10212.107419712329,10052.234972989976,10065.188303762967,12116.275633383377,152804902.7874551,116251751.50627899,28186614.07570998,0.0 - 07/24 12:00:00,0.0,22812793.64142281,0.0,20527085.838878056,0.0,14846217.703421707,0.0,16517732.621419589,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,74703829.80514215,28186614.07570998,0.0 - 07/24 13:00:00,0.0,9569984.427636667,0.0,6217975.423992686,0.0,6149234.323238712,0.0,4534456.505359583,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,26471650.680227646,28186614.07570998,0.0 - 07/24 14:00:00,0.0,5578871.51344668,0.0,1940459.350860973,0.0,3532377.753775056,0.0,1172819.8409689856,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,12224528.459051695,28186614.07570998,0.0 - 07/24 15:00:00,0.0,4076978.7613868468,0.0,1399722.5341042672,0.0,3486404.7615382128,0.0,1604791.4286925428,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,10567897.48572187,28186614.07570998,0.0 - 07/24 16:00:00,0.0,1130827.72457195,0.0,545853.8118190242,0.0,2112890.327614145,0.0,685629.3294856923,12818.098246968028,12617.428527697877,12633.687372189974,15208.184273136822,191798634.31197373,4475201.193490811,28186614.07570998,0.0 - 07/24 17:00:00,0.0,2893478.6679485228,0.0,0.0,0.0,5627639.419394538,0.0,3084913.875149882,12796.576754659349,12596.243958366122,12612.47550437837,15182.649844038442,191476605.82119224,11606031.962492943,35233267.594637479,0.0 - 07/24 18:00:00,0.0,3743135.249074123,0.0,2170971.5894504536,0.0,5850806.960342566,0.0,4724673.162795069,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,16489586.96166221,14093307.03785499,0.0 - 07/24 19:00:00,0.0,21994650.82688099,0.0,20845584.673087598,0.0,26400708.164063787,0.0,29528759.5337501,17932.253521520415,17651.52074738242,17674.266533518694,21275.934287084838,268322310.32222293,98769703.19778246,63419881.67034747,0.0 - 07/24 20:00:00,0.0,42049812.48578113,0.0,39624826.2526032,0.0,47202688.57007633,0.0,53990330.64679928,10214.298795318064,10054.392042201804,10067.34815257864,12118.87561688963,152837692.58515729,182867657.95525999,63419881.67034747,69761869.8373822 - 07/24 21:00:00,0.0,30411586.359148716,0.0,28291971.36422484,0.0,35368152.958568368,0.0,39923975.385842997,10254.47859757442,10093.942822158304,10106.949897751978,12166.547418509457,153438907.44957898,133995686.0677849,49326574.63249246,69761869.8373822 - 07/24 22:00:00,0.0,23129476.526843609,0.0,20947809.126318844,0.0,28911614.775619084,0.0,31253825.08201429,5123.50100614869,5043.291642109264,5049.7904381481989,6078.838367738526,76663517.23492085,104242725.5107958,35233267.594637479,69761869.8373822 - 07/24 23:00:00,0.0,22166509.906291736,0.0,20043050.256093556,0.0,27862141.90846099,0.0,30103334.08764352,5118.630701863739,5038.49758334645,5044.990201751348,6073.059937615377,76590642.32847689,100175036.1584898,35233267.594637479,62010550.96656194 - 07/24 24:00:00,0.0,19006706.693497756,0.0,16720787.708481679,0.0,24076162.043807225,0.0,25920332.225091697,2559.3153509318697,2519.248791673225,2522.495100875674,3036.5299688076886,38295321.164238449,85723988.67087835,35233267.594637479,46507913.22492146 - 07/25 01:00:00,0.0,10087229.720388627,0.0,7949929.232877076,0.0,14672857.557794802,0.0,15243705.093884346,2557.8018331879968,2517.7589683319786,2521.0033577449896,3034.734237779107,38272674.22935866,47953721.604944858,21139960.556782485,23253956.61246073 - 07/25 02:00:00,0.0,2128897.133733551,0.0,190879.16983802399,0.0,6917827.131686514,0.0,5856797.64050382,1278.9009165939984,1258.8794841659893,1260.5016788724948,1517.3671188895535,19136337.11467933,15094401.075761909,14093307.03785499,0.0 - 07/25 03:00:00,0.0,1283442.9902087525,0.0,0.0,0.0,6150836.230644109,0.0,4935994.0298689859,1279.6576754659348,1259.6243958366125,1261.247550437837,1518.2649844038443,19147660.582119224,12370273.250721846,14093307.03785499,0.0 - 07/25 04:00:00,0.0,0.0,0.0,0.0,0.0,3894321.482094752,0.0,1930793.3913968134,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,5825114.873491566,14093307.03785499,0.0 - 07/25 05:00:00,0.0,0.0,0.0,0.0,0.0,3506403.4237753397,0.0,1360875.4403543126,1282.4876254768636,1262.4100424521933,1264.0367866434067,1521.6226120659779,19190005.43989839,4867278.864129652,14093307.03785499,0.0 - 07/25 06:00:00,0.0,4290863.29001838,0.0,5166935.873133176,0.0,8679978.61758092,0.0,8793519.160285073,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,26931296.94101755,14093307.03785499,0.0 - 07/25 07:00:00,0.0,14030713.824375978,0.0,13458103.1212193,0.0,13511943.74785406,0.0,15360719.836273827,5118.630701863739,5038.49758334645,5044.990201751348,6073.059937615377,76590642.32847689,56361480.52972317,14093307.03785499,15502637.741640486 - 07/25 08:00:00,0.0,29431651.354945605,0.0,26964387.11836795,0.0,28942822.34880894,0.0,32685822.609274128,20478.489054088157,20157.89448768805,20183.86999220895,24296.945550690853,306421916.7048336,118024683.43139662,56373228.15141996,38756594.35410121 - 07/25 09:00:00,0.0,24740909.97895891,0.0,21853308.032261578,0.0,24423235.500622207,0.0,27154433.75268562,17922.117794588125,17641.543697146077,17664.276626834784,21263.908633984163,268170648.30919136,98171887.26452832,56373228.15141996,38756594.35410121 - 07/25 10:00:00,0.0,22786492.510996745,0.0,17763968.512079278,0.0,13209153.417672717,0.0,15257354.434126076,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,69016968.8748748,28186614.07570998,0.0 - 07/25 11:00:00,0.0,42345714.41902961,0.0,30905869.21514133,0.0,18918463.677053159,0.0,23390858.982110569,10205.430047993068,10045.662136770643,10058.606997773288,12108.353186729422,152704988.5293591,115560906.29333467,28186614.07570998,0.0 - 07/25 12:00:00,0.0,24066767.44696784,0.0,14297571.515633783,0.0,9264678.037401034,0.0,10030512.352817258,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,57659529.35281992,28186614.07570998,0.0 - 07/25 13:00:00,0.0,37485072.0105599,0.0,21148805.832192273,0.0,12393797.113955088,0.0,15744609.281586674,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,86772284.23829393,28186614.07570998,0.0 - 07/25 14:00:00,0.0,63343134.515255209,0.0,44844951.30341227,0.0,25930117.097700977,0.0,34366239.77578578,5079.789533460337,5000.2644806802159,5006.707831829956,6026.976373963287,76009457.59176167,168484442.69215424,28186614.07570998,0.0 - 07/25 15:00:00,0.0,60453021.323640007,0.0,51582767.15086401,0.0,35312095.98946871,0.0,43881465.29419536,7640.152802712067,7520.544785316511,7530.235774878441,9064.749657855988,114320458.87474683,191229349.7581681,28186614.07570998,0.0 - 07/25 16:00:00,0.0,42420694.79465304,0.0,40908470.39047631,0.0,35164451.39195465,0.0,41057636.95876491,12759.591280969275,12559.837499166297,12576.022131739937,15138.767991327491,190923188.0515308,159551253.53584893,28186614.07570998,0.0 - 07/25 17:00:00,0.0,40821500.12659415,0.0,40874282.31149974,0.0,38960673.6520529,0.0,45826135.78478616,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,166482591.87493295,35233267.594637479,0.0 - 07/25 18:00:00,0.0,33542832.01573588,0.0,33970415.056774768,0.0,32091254.59158853,0.0,39005504.324881378,17893.744082588822,17613.614180901233,17636.31112055755,21230.244307788165,267746089.29060877,138610005.98898057,14093307.03785499,0.0 - 07/25 19:00:00,0.0,36761787.92321367,0.0,39113052.884953279,0.0,37737066.32668993,0.0,46049316.341728288,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,159661223.47658516,63419881.67034747,0.0 - 07/25 20:00:00,0.0,35484560.13214116,0.0,32918129.12981122,0.0,38847353.136260528,0.0,44099765.52152513,10275.211692084886,10114.35133620645,10127.384710253531,12191.14644371525,153749139.05613644,151349807.919738,63419881.67034747,69761869.8373822 - 07/25 21:00:00,0.0,24664272.98627119,0.0,21101344.717149736,0.0,29678943.561202166,0.0,32325540.973151335,10307.754022666784,10146.384210532324,10159.4588622075,12229.756676733547,154236073.57970456,107770102.23777443,49326574.63249246,69761869.8373822 - 07/25 22:00:00,0.0,14720784.289437423,0.0,10988517.203707036,0.0,21416239.361144958,0.0,21701894.59910961,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,77251923.80271465,68827435.45339903,35233267.594637479,69761869.8373822 - 07/25 23:00:00,0.0,8205644.488599548,0.0,4378012.258093934,0.0,16046603.978573252,0.0,14684221.501174115,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,43314482.22644085,35233267.594637479,62010550.96656194 - 07/25 24:00:00,0.0,2791954.1812937546,0.0,0.0,0.0,10902753.253354608,0.0,8473859.93245383,2582.0649158402345,2541.6422078990219,2544.9173733039267,3063.521459167183,38635725.44235732,22168567.36710219,35233267.594637479,46507913.22492146 - 07/26 01:00:00,0.0,0.0,0.0,0.0,0.0,315923.88523823066,0.0,0.0,2584.4150602688575,2543.9555603781957,2547.2337067738887,3066.309815821216,38670890.915671769,315923.88523823066,21139960.556782485,23253956.61246073 - 07/26 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.079666480328,1272.8362630778052,1274.4764425184774,1534.1896643935266,19348495.331292496,0.0,14093307.03785499,0.0 - 07/26 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3887878621179,1273.1405451066967,1274.7811166458205,1534.5564251131319,19353120.74901996,0.0,14093307.03785499,0.0 - 07/26 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604458,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 07/26 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 07/26 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.490860958758,1272.256675416517,1273.8961079993304,1533.4910691182725,19339684.96857436,0.0,14093307.03785499,0.0 - 07/26 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.172541198749,5090.216870384998,5096.776134370124,6135.398824341056,77376831.73306175,0.0,14093307.03785499,15502637.741640486 - 07/26 08:00:00,0.0,10547423.148658919,0.0,9570793.525222196,0.0,22106184.090731257,0.0,16590331.121722404,20677.660878846906,20353.94824037473,20380.176380166762,24533.255317911156,309402146.9422784,58814731.88633477,56373228.15141996,38756594.35410121 - 07/26 09:00:00,0.0,25011876.249882327,0.0,17805153.23822987,0.0,24223126.94389388,0.0,24828646.307523829,18087.591831984333,17804.427207617697,17827.37002933482,21460.237262822433,270646654.79433348,91868802.7395299,56373228.15141996,38756594.35410121 - 07/26 10:00:00,0.0,21805384.662701005,0.0,6924110.262413395,0.0,8267229.155468819,0.0,6652322.211441316,12913.380835922795,12711.219449947606,12727.599153616064,15321.233427771629,193224358.32212914,43649046.29202454,28186614.07570998,0.0 - 07/26 11:00:00,0.0,29558466.242697915,0.0,9048049.928925822,0.0,5454475.291841367,0.0,3965583.720727245,10317.884528992628,10156.356121891793,10169.443623392568,12241.77613578396,154387657.47621943,48026575.184192348,28186614.07570998,0.0 - 07/26 12:00:00,0.0,32386029.223009189,0.0,9175575.863673613,0.0,2420055.8408759145,0.0,1655462.449633487,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,45637123.3771922,28186614.07570998,0.0 - 07/26 13:00:00,0.0,32795644.725262677,0.0,10445682.284385652,0.0,3384717.342114104,0.0,3904909.935248234,5157.335723566575,5076.5966707141119,5083.138383681777,6118.981968404282,77169789.88692029,50530954.28701067,28186614.07570998,0.0 - 07/26 14:00:00,0.0,31961707.366464274,0.0,13582681.628172536,0.0,7731446.301869481,0.0,8317707.190697045,5156.781997225132,5076.051613061842,5082.592623667088,6118.324993237193,77161504.41788852,61593542.48720334,28186614.07570998,0.0 - 07/26 15:00:00,0.0,23379476.004772068,0.0,11579514.41609793,0.0,9566893.039202765,0.0,9160085.605378494,7730.815517000088,7609.788157899241,7619.594146655626,9172.31750755016,115677055.18477842,53685969.06545125,28186614.07570998,0.0 - 07/26 16:00:00,0.0,22761333.489523226,0.0,14074343.08787281,0.0,13958492.042067543,0.0,13302445.337031963,12878.474340011817,12676.859421741916,12693.194849006974,15279.818202836119,192702048.52894859,64096613.95649553,28186614.07570998,0.0 - 07/26 17:00:00,0.0,16616512.431385309,0.0,10538152.62571732,0.0,13253503.118605424,0.0,12644669.772251977,12881.628723732729,12679.964422997227,12696.303851373325,15283.560758710753,192749247.9245305,53052837.947960037,35233267.594637479,0.0 - 07/26 18:00:00,0.0,6279291.3825654019,0.0,1701199.0960480434,0.0,5841774.093173773,0.0,3987878.1007618338,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,17810142.67254905,14093307.03785499,0.0 - 07/26 19:00:00,0.0,9754441.20548722,0.0,4258329.79210702,0.0,12450062.09561681,0.0,11223717.503718822,18056.2979257371,17773.623213310635,17796.526340936995,21423.108237621927,270178400.583384,37686550.59692987,63419881.67034747,0.0 - 07/26 20:00:00,0.0,16121327.289356387,0.0,10436251.083197814,0.0,21433991.523232156,0.0,20910945.353951258,10323.818044642241,10162.196747247015,10175.2917749897,12248.81602560601,154476441.33294589,68902515.2497376,63419881.67034747,69761869.8373822 - 07/26 21:00:00,0.0,7756448.908059594,0.0,2243314.627422227,0.0,15022486.609849092,0.0,12535528.241867988,10343.18309248034,10181.258631648661,10194.378222575006,12271.791915656593,154766202.70449818,37557778.3871989,49326574.63249246,69761869.8373822 - 07/26 22:00:00,0.0,263639.3467952786,0.0,0.0,0.0,8030267.405688811,0.0,3731126.9243355656,5173.235079500854,5092.247119265218,5098.8089994332499,6137.845947304577,77407693.72381404,12025033.676819656,35233267.594637479,69761869.8373822 - 07/26 23:00:00,0.0,0.0,0.0,0.0,0.0,4462710.620147731,0.0,6426.763738914341,5173.328982784847,5092.339552475782,5098.901551753439,6137.957359966525,77409098.80913013,4469137.383886646,35233267.594637479,62010550.96656194 - 07/26 24:00:00,0.0,0.0,5208602.461468879,0.0,0.0,91492.52828815337,0.0,0.0,2586.8060124311539,2546.3090817383597,2549.590260886544,3069.1465892935259,43915269.46112738,91492.52828815337,35233267.594637479,46507913.22492146 - 07/27 01:00:00,5924078.9864675509,0.0,13751056.213387654,0.0,0.0,0.0,0.0,0.0,2586.38346116836,2545.8931455944118,2549.1737887664214,3068.6452483499945,58375479.517820287,0.0,21139960.556782485,23253956.61246073 - 07/27 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3887878621177,1273.1405451066967,1274.7811166458205,1534.5564251131319,19353120.74901996,0.0,14093307.03785499,0.0 - 07/27 03:00:00,0.0,0.0,1255521.549368935,0.0,0.0,0.0,0.0,0.0,1293.3930581220403,1273.144748514903,1274.7853254705474,1534.5614916135237,20608706.194764586,0.0,14093307.03785499,0.0 - 07/27 04:00:00,2676044.9123317606,0.0,8249152.92006722,0.0,0.0,0.0,0.0,0.0,1293.290534182834,1273.043829607091,1274.6842765184222,1534.439850873235,30276848.400652678,0.0,14093307.03785499,0.0 - 07/27 05:00:00,3917429.048734284,0.0,6249992.599342155,0.0,0.0,0.0,0.0,0.0,1293.2333272844795,1272.9875182934023,1274.627892641858,1534.371977072059,29518216.223126916,0.0,14093307.03785499,0.0 - 07/27 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9467975608173,1272.705474246016,1274.3454851519289,1534.0320204924456,19346507.198824347,0.0,14093307.03785499,0.0 - 07/27 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8873470694787,1271.6626096497597,1273.3012767181975,1532.7750229261838,19330654.52290903,0.0,14093307.03785499,15502637.741640486 - 07/27 08:00:00,0.0,22545694.95392118,0.0,24810047.571130255,0.0,35152797.98238613,0.0,32798192.04151643,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,115306732.548954,56373228.15141996,38756594.35410121 - 07/27 09:00:00,0.0,42713354.92047172,0.0,35373828.78225535,0.0,38296407.556681808,0.0,42529118.654717508,12871.894322950384,12670.382416075081,12686.709497057243,15272.011263767421,192603590.99946047,158912709.9141264,56373228.15141996,38756594.35410121 - 07/27 10:00:00,0.0,39994608.4106052,0.0,24558255.816654326,0.0,21866814.421280464,0.0,24069878.34651826,12848.022972937308,12646.884776499655,12663.18157837487,15243.688818202356,192246401.32565109,110489556.99505824,28186614.07570998,0.0 - 07/27 11:00:00,0.0,45873711.43527686,0.0,26406825.1279969,0.0,18251793.937339903,0.0,20584921.612605119,12820.379647266142,12619.67421224873,12635.935950534582,15210.891067504132,191832771.15919293,111117252.11321877,28186614.07570998,0.0 - 07/27 12:00:00,0.0,39549642.41490248,0.0,24561209.019613547,0.0,15935588.402399,0.0,18419115.452222494,7685.251509223035,7564.937463163894,7574.685657222298,9118.25755160779,114995275.85238128,98465555.28913753,28186614.07570998,0.0 - 07/27 13:00:00,0.0,45064140.017893839,0.0,29127872.29998915,0.0,18183948.079768868,0.0,22588816.7658832,7665.5770371461589,7545.570998617651,7555.294237009792,9094.914541509346,114700884.5314186,114964777.16353506,28186614.07570998,0.0 - 07/27 14:00:00,0.0,50695411.88597605,0.0,36155722.362158458,0.0,23909747.680263889,0.0,29614625.689614938,7657.424116850613,7537.545713810257,7547.258610803801,9085.241412794781,114578891.47533402,140375507.61801333,28186614.07570998,0.0 - 07/27 15:00:00,0.0,54448257.04049382,0.0,41885632.0441843,0.0,31108653.91367086,0.0,37402814.35422537,7657.424116850613,7537.545713810257,7547.258610803801,9085.241412794781,114578891.47533402,164845357.35257436,28186614.07570998,0.0 - 07/27 16:00:00,0.0,51699574.309303607,0.0,44903238.57738513,0.0,37014175.79047736,0.0,42825123.6447673,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,176442112.3219334,28186614.07570998,0.0 - 07/27 17:00:00,0.0,45844471.09319566,0.0,42514729.27702721,0.0,38045666.59440659,0.0,44588580.414074409,22987.064088580588,22627.197312041288,22656.35476528787,27273.274070920095,343958004.85258749,170993447.37870384,35233267.594637479,0.0 - 07/27 18:00:00,0.0,42045828.72475211,0.0,40722441.996260669,0.0,37587832.12080593,0.0,45344755.03853018,17897.397400104655,17617.21030504983,17639.911878679162,21234.578829564995,267800754.28823514,165700857.8803489,14093307.03785499,0.0 - 07/27 19:00:00,0.0,45503609.896920848,0.0,47676768.38246579,0.0,44326766.85791086,0.0,54285138.95179775,17967.045736935524,17685.768284174726,17708.55820175773,21317.213922574356,268842910.1235924,191792284.08909524,63419881.67034747,0.0 - 07/27 20:00:00,0.0,40578952.194075088,0.0,37010437.37887471,0.0,42638000.03455402,0.0,48425953.45072894,15422.330449750163,15180.890989526419,15200.453117047758,18298.006372083208,230766051.3422672,168653343.05823276,63419881.67034747,69761869.8373822 - 07/27 21:00:00,0.0,33221058.323289474,0.0,28768406.376815995,0.0,36502013.02693829,0.0,40532958.92851253,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,139024436.6555563,49326574.63249246,69761869.8373822 - 07/27 22:00:00,0.0,29508226.492498645,0.0,25377412.956905176,0.0,33080926.751192519,0.0,36425152.56955395,10275.211692084886,10114.35133620645,10127.384710253531,12191.14644371525,153749139.05613644,124391718.77015029,35233267.594637479,69761869.8373822 - 07/27 23:00:00,0.0,22023981.09127144,0.0,17997078.352545375,0.0,26875983.489373447,0.0,28618576.889412695,7730.815517000088,7609.788157899241,7619.594146655626,9172.31750755016,115677055.18477842,95515619.82260296,35233267.594637479,62010550.96656194 - 07/27 24:00:00,0.0,12997707.88337579,0.0,9088656.053493446,0.0,19114938.90244575,0.0,18906484.061722194,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,60107786.90103717,35233267.594637479,46507913.22492146 - 07/28 01:00:00,0.0,1063599.1441217352,0.0,0.0,0.0,7572082.337507843,0.0,4920758.916309175,2579.471132248157,2539.0890304729484,2542.360905848142,3060.44403394599,38596914.369054857,13556440.397938755,21139960.556782485,23253956.61246073 - 07/28 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 07/28 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 07/28 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8015487767696,1271.5781545453286,1273.2167127847443,1532.6732265270069,19329370.71348186,0.0,14093307.03785499,0.0 - 07/28 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.490860958758,1272.256675416517,1273.8961079993304,1533.4910691182725,19339684.96857436,0.0,14093307.03785499,0.0 - 07/28 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.3593506695755,1270.1585343185444,1271.7952632324,1530.9621135249072,19307790.942283535,0.0,14093307.03785499,0.0 - 07/28 07:00:00,0.0,2571002.13320673,0.0,4446515.799683142,0.0,11522961.65807493,0.0,6840705.314501453,1289.3339308916439,1269.1491676785279,1270.7845959204443,1529.7454921010706,19292447.47173007,25381184.90546626,14093307.03785499,15502637.741640486 - 07/28 08:00:00,0.0,40411021.27796487,0.0,38980661.19988254,0.0,42263638.00893226,0.0,46751299.40426237,1287.5229498238005,1267.36653785714,1268.9996689985822,1527.5968321934716,19265349.559942783,168406619.89104206,56373228.15141996,38756594.35410121 - 07/28 09:00:00,0.0,58206903.67801627,0.0,51065577.60468851,0.0,45906116.280603978,0.0,54309207.35891868,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,209487804.92222745,56373228.15141996,38756594.35410121 - 07/28 10:00:00,0.0,63018999.32621388,0.0,48775132.74695072,0.0,35041467.694701198,0.0,42738670.03699719,7670.3131714734249,7550.2329878784989,7559.9622337196419,9100.533784099285,114771751.83781508,189574269.804863,28186614.07570998,0.0 - 07/28 11:00:00,0.0,73949946.61885475,0.0,54095305.630439799,0.0,34792320.12283043,0.0,43236872.94961828,7636.54518473936,7516.993645276167,7526.680058831697,9060.469356842616,114266477.68448343,206074445.32174326,28186614.07570998,0.0 - 07/28 12:00:00,0.0,68734488.62118276,0.0,48246098.66249446,0.0,29727258.06247344,0.0,38114331.50903327,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,184822176.8551839,28186614.07570998,0.0 - 07/28 13:00:00,0.0,69411767.63685382,0.0,49550137.68351869,0.0,30998472.344079954,0.0,41247139.817358579,5070.578323020321,4991.197473457986,4997.629140843472,6016.047624389726,75871629.22216141,191207517.48181106,28186614.07570998,0.0 - 07/28 14:00:00,0.0,73827119.07129097,0.0,56406895.13122958,0.0,37437054.35856174,0.0,48492017.818403739,7609.877461428549,7490.743410148646,7500.395997596909,9028.82912110392,113867445.56500089,216163086.37948603,28186614.07570998,0.0 - 07/28 15:00:00,0.0,79373104.86569204,0.0,65971718.241434458,0.0,47331367.91316001,0.0,59208018.74778076,10133.012700962638,9974.378496817417,9987.231501574213,12022.432768817896,151621399.6854198,251884209.76806728,28186614.07570998,0.0 - 07/28 16:00:00,0.0,71330156.56617512,0.0,65175349.46683657,0.0,50315066.73604833,0.0,60961894.86405346,12679.797809080834,12481.293208965728,12497.376629204595,15044.096082835935,189729229.42831353,247782467.6331135,28186614.07570998,0.0 - 07/28 17:00:00,0.0,68344026.21573518,0.0,65795945.14235887,0.0,55836026.49578704,0.0,67782685.96463879,15235.495868377595,14996.981338379195,15016.306479543762,18076.334273199078,227970424.65419866,257758683.8185199,35233267.594637479,0.0 - 07/28 18:00:00,0.0,60775834.29451397,0.0,59534269.30029137,0.0,50714561.11454763,0.0,62792723.95772757,17843.501870012784,17564.158519535747,17586.79173052456,21170.63384042985,266994309.45781059,233817388.66708056,14093307.03785499,0.0 - 07/28 19:00:00,0.0,59769433.53915556,0.0,60348351.78996083,0.0,53362964.03459372,0.0,65853831.943301837,10214.298795318064,10054.392042201804,10067.34815257864,12118.87561688963,152837692.58515729,239334581.30701197,63419881.67034747,0.0 - 07/28 20:00:00,0.0,56138713.94124922,0.0,52376182.541823539,0.0,53455518.54867374,0.0,62776948.69162965,7677.94605279561,7557.746375019672,7567.485302627022,9109.589906423065,114885963.49271533,224747363.72337616,63419881.67034747,69761869.8373822 - 07/28 21:00:00,0.0,44891952.07025111,0.0,40595798.68450765,0.0,44236373.474961038,0.0,51013246.07014793,5138.411978260202,5057.969180170731,5064.486889715563,6096.5296669620379,76886631.77439073,180737370.2998677,49326574.63249246,69761869.8373822 - 07/28 22:00:00,0.0,35657013.610759798,0.0,31228619.28271815,0.0,36751573.472228918,0.0,41418662.65241334,5148.757729180154,5068.152966430033,5074.683798822897,6108.804505506969,77041436.39978419,145055869.01812024,35233267.594637479,69761869.8373822 - 07/28 23:00:00,0.0,31986318.031691478,0.0,27529150.701123455,0.0,34021027.17930298,0.0,37864411.06465236,5145.981394928188,5065.420096208707,5071.947407019352,6105.510490896205,76999893.80058882,131400906.97677028,35233267.594637479,62010550.96656194 - 07/28 24:00:00,0.0,26505054.08995843,0.0,22345986.792223127,0.0,28996753.626867664,0.0,31841435.853184295,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,109689230.36223352,35233267.594637479,46507913.22492146 - 07/29 01:00:00,0.0,15882800.761365898,0.0,12099309.301506173,0.0,18386418.164092468,0.0,19152341.767794759,2571.9023424676099,2531.6387315083718,2534.9010064129136,3051.4639537898385,38483661.72304344,65520869.99475929,21139960.556782485,23253956.61246073 - 07/29 02:00:00,0.0,7917705.269646099,0.0,4536242.0401291069,0.0,10359557.4508337,0.0,9666052.16677704,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,32479556.92738595,14093307.03785499,0.0 - 07/29 03:00:00,0.0,3470119.087474268,0.0,956065.4621715656,0.0,7092729.852881748,0.0,5456948.622021369,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,16975863.024548949,14093307.03785499,0.0 - 07/29 04:00:00,0.0,0.0,0.0,0.0,0.0,2718933.717855373,0.0,516440.33550371279,1288.469252833348,1268.2980263165405,1269.9323577759377,1528.7195845916934,19279509.19746307,3235374.0533590859,14093307.03785499,0.0 - 07/29 05:00:00,0.0,0.0,0.0,0.0,0.0,1567840.4586182149,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,1567840.4586182149,14093307.03785499,0.0 - 07/29 06:00:00,0.0,0.0,0.0,0.0,0.0,4542460.628436795,0.0,1325619.7668581652,1287.8474340011817,1267.6859421741918,1269.3194849006973,1527.9818202836119,19270204.852894859,5868080.395294961,14093307.03785499,0.0 - 07/29 07:00:00,0.0,6842363.639496639,0.0,4196888.822036446,0.0,10961758.962497594,0.0,9661495.26717076,5147.387576862043,5066.804264102064,5073.333358554319,6107.178872083459,77020934.65776679,31662506.69120144,14093307.03785499,15502637.741640486 - 07/29 08:00:00,0.0,34958214.45249848,0.0,32415908.50211249,0.0,37217331.54989547,0.0,41382329.16212997,20526.855138155002,20205.503391686147,20231.54024513919,24354.330063189238,307145623.81741049,145973783.6666364,56373228.15141996,38756594.35410121 - 07/29 09:00:00,0.0,69475777.72171559,0.0,62443421.91587257,0.0,53970508.765074897,0.0,65833610.32628158,17886.3464200077,17606.332330107853,17629.019886356178,21221.4672635218,267635397.2399767,251723318.7289446,56373228.15141996,38756594.35410121 - 07/29 10:00:00,0.0,55916304.11297316,0.0,45246725.45002553,0.0,31248496.761603785,0.0,38935573.58882187,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,171347099.91342435,28186614.07570998,0.0 - 07/29 11:00:00,0.0,69720276.82386154,0.0,52129121.03636366,0.0,32225599.234854238,0.0,40830022.13945948,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,194905019.2345389,28186614.07570998,0.0 - 07/29 12:00:00,0.0,74556276.40854861,0.0,56352189.61332972,0.0,31698717.357724534,0.0,41941124.46033196,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,204548307.83993484,28186614.07570998,0.0 - 07/29 13:00:00,0.0,72758762.1478518,0.0,59134673.49735102,0.0,35032572.3978309,0.0,46643927.04324536,5082.34626605964,5002.781187153718,5009.2277813366249,6030.009839595878,76047714.2669251,213569935.08627907,28186614.07570998,0.0 - 07/29 14:00:00,0.0,76410347.1106002,0.0,66284942.68633025,0.0,42027266.5249974,0.0,54591750.39416526,5069.229251981554,4989.869522378,4996.299478562977,6014.447003099436,75851442.92167908,239314306.71609313,28186614.07570998,0.0 - 07/29 15:00:00,0.0,78749813.5681485,0.0,70865662.80355197,0.0,48450467.12067306,0.0,61462284.0306766,7599.759525721978,7480.78387261306,7490.42362618066,9016.824576613424,113716049.76406484,259528227.52305014,28186614.07570998,0.0 - 07/29 16:00:00,0.0,66687893.446119409,0.0,63075794.46926649,0.0,45824340.06272457,0.0,56922444.463870387,12676.445807550801,12477.993683644963,12494.072852108678,15040.119060974315,189679073.05540354,232510472.44198085,28186614.07570998,0.0 - 07/29 17:00:00,0.0,51174422.903379369,0.0,48581533.52792835,0.0,37455713.29200436,0.0,46345619.2885591,12686.439655486682,12487.831076027056,12503.92292097494,15051.97638006161,189828612.11718104,183557289.0118712,35233267.594637479,0.0 - 07/29 18:00:00,0.0,40523420.574674118,0.0,38129030.963980037,0.0,30173102.44424434,0.0,37133836.622128549,17774.745179773858,17496.478228109056,17519.02422613439,21089.05665206559,265965495.4298984,145959390.60502703,14093307.03785499,0.0 - 07/29 19:00:00,0.0,49683084.38707982,0.0,46707353.4598579,0.0,43961451.94176597,0.0,52586521.241486068,17827.023206328155,17547.93783240519,17570.550141383028,21151.082534997302,266747737.3744092,192938411.03018976,63419881.67034747,0.0 - 07/29 20:00:00,0.0,57364030.70184001,0.0,52889250.151509258,0.0,56967146.76371926,0.0,65795670.68418555,10196.286782864448,10036.662011163287,10049.595274585465,12097.505051674201,152568176.83303464,233016098.30125407,63419881.67034747,69761869.8373822 - 07/29 21:00:00,0.0,38565183.203492168,0.0,33518089.35541373,0.0,42053537.06627001,0.0,46371768.284899149,10279.994942274443,10119.059703721976,10132.099144981172,12196.821587477274,153820711.36243753,160508577.91007508,49326574.63249246,69761869.8373822 - 07/29 22:00:00,0.0,24395937.957424527,0.0,19685923.456838259,0.0,30601459.488728897,0.0,31844079.124367197,5137.605846042443,5057.175668103225,5063.6923551267659,6095.573221857625,76874569.52806822,106527400.02735888,35233267.594637479,69761869.8373822 - 07/29 23:00:00,0.0,16273682.408172617,0.0,12065845.254151117,0.0,23742828.26685936,0.0,23399673.475047128,5145.981394928188,5065.420096208707,5071.947407019352,6105.510490896205,76999893.80058882,75482029.40423022,35233267.594637479,62010550.96656194 - 07/29 24:00:00,0.0,9223584.167684345,0.0,3750103.2639209146,0.0,17505014.127944087,0.0,16420561.473700609,2571.9023424676099,2531.6387315083718,2534.9010064129136,3051.4639537898385,38483661.72304344,46899263.03324996,35233267.594637479,46507913.22492146 - 07/30 01:00:00,0.0,0.0,0.0,0.0,0.0,7234984.9356831409,0.0,2692874.615592477,2570.773609017731,2530.5276685912156,2533.7885117777848,3050.1247546379615,38466772.358488898,9927859.551275619,21139960.556782485,23253956.61246073 - 07/30 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.9993677843054,1264.882462965247,1266.5123931226465,1524.6026984346593,19227588.92030469,0.0,14093307.03785499,0.0 - 07/30 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.1977000641576,1264.093345502809,1265.7222588018147,1523.651550286242,19215593.476758087,0.0,14093307.03785499,0.0 - 07/30 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.8022972937307,1264.6884776499658,1266.318157837487,1524.3688818202357,19224640.132565109,0.0,14093307.03785499,0.0 - 07/30 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,0.0,14093307.03785499,0.0 - 07/30 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,0.0,14093307.03785499,0.0 - 07/30 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,0.0,14093307.03785499,15502637.741640486 - 07/30 08:00:00,0.0,11015506.471779274,0.0,2614196.7790672199,0.0,23483493.39006816,0.0,16502675.298516054,20547.16320102652,20225.493528044943,20251.556140829034,24378.42480457987,307449495.62812939,53615871.9394307,56373228.15141996,38756594.35410121 - 07/30 09:00:00,0.0,19517214.920466626,0.0,17287626.118244824,0.0,22426613.121381128,0.0,23239411.279088469,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,82470865.43918105,56373228.15141996,38756594.35410121 - 07/30 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12822.638990425949,12621.898184969888,12638.162789071588,15213.57169191881,191866577.96299044,0.0,28186614.07570998,0.0 - 07/30 11:00:00,0.0,9531131.676961668,0.0,1326549.0350049677,0.0,4358331.29125557,0.0,1131858.6032130456,10229.15447329596,10069.01515176963,10081.990105515695,12136.501311734313,153059979.75233615,16347870.60643525,28186614.07570998,0.0 - 07/30 12:00:00,0.0,32814753.767014427,0.0,25354587.594710228,0.0,12856918.611235349,0.0,16361877.9429993,5103.836512387709,5023.93499966652,5030.408852695975,6055.507196530997,76369275.22061233,87388137.9159593,28186614.07570998,0.0 - 07/30 13:00:00,0.0,46967215.19161672,0.0,35301789.658622417,0.0,19137132.1295645,0.0,25861939.67568891,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,127268076.65549258,28186614.07570998,0.0 - 07/30 14:00:00,0.0,54851740.73026997,0.0,42164828.04448822,0.0,27025874.710593899,0.0,35626108.48476161,5084.869465370133,5005.264885308302,5011.714679989787,6033.003519261338,76085469.17974642,159668551.9701137,28186614.07570998,0.0 - 07/30 15:00:00,0.0,49726820.877592477,0.0,40459155.07346567,0.0,30520790.357333319,0.0,37548491.65326701,7632.886766895489,7513.3925006461199,7523.074273759234,9056.128783721259,114211736.37007956,158255257.96165846,28186614.07570998,0.0 - 07/30 16:00:00,0.0,50782366.78482287,0.0,46077521.949143219,0.0,35263400.93139881,0.0,41957313.17971284,12715.296149321439,12516.235816067658,12532.364263422294,15086.213508476461,190260395.0542363,174080602.84507773,28186614.07570998,0.0 - 07/30 17:00:00,0.0,47783034.51005244,0.0,46456851.810847047,0.0,40972061.94677108,0.0,48537053.527809698,12778.614579124765,12578.56298404037,12594.771746312541,15161.33840842505,191207835.78444983,183749001.79548026,35233267.594637479,0.0 - 07/30 18:00:00,0.0,25814647.58380989,0.0,23858425.9300706,0.0,22175916.321158016,0.0,26029882.177789689,17928.90562675001,17648.225264529196,17670.96680409945,21271.962137736755,268272215.39921553,97878872.0128282,14093307.03785499,0.0 - 07/30 19:00:00,0.0,34268028.747530307,0.0,31586509.535150075,0.0,33222090.19025863,0.0,38398225.32818243,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,137474853.80112145,63419881.67034747,0.0 - 07/30 20:00:00,0.0,43921050.9947037,0.0,39490961.592191267,0.0,46190908.97510167,0.0,52326592.01684731,10275.211692084886,10114.35133620645,10127.384710253531,12191.14644371525,153749139.05613644,181929513.57884396,63419881.67034747,69761869.8373822 - 07/30 21:00:00,0.0,33332575.104723187,0.0,28586179.863962935,0.0,37647446.69150447,0.0,41322922.8608836,10294.775153724086,10133.608528204128,10146.666717108637,12214.357744166919,154041869.31553359,140889124.52107419,49326574.63249246,69761869.8373822 - 07/30 22:00:00,0.0,25085458.536507876,0.0,20447838.880444819,0.0,30602106.885685669,0.0,32485618.836122969,5148.757729180154,5068.152966430033,5074.683798822897,6108.804505506969,77041436.39978419,108621023.13876133,35233267.594637479,69761869.8373822 - 07/30 23:00:00,0.0,18925588.105086037,0.0,14551065.300254472,0.0,25359632.67855564,0.0,25962878.717112084,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,84799164.80100823,35233267.594637479,62010550.96656194 - 07/30 24:00:00,0.0,11504668.341636634,0.0,7570778.590500393,0.0,18312063.272877598,0.0,17450958.826121838,2579.207931192116,2538.8299498785397,2542.1014914019435,3060.131755939999,38592976.062285359,54838469.03113647,35233267.594637479,46507913.22492146 - 07/31 01:00:00,0.0,252232.71179084047,0.0,0.0,0.0,6173101.082764955,0.0,3348133.3987494457,2579.9838544362098,2539.593725899498,2542.8662516262627,3061.052359250305,38604586.28836419,9773467.193305243,21139960.556782485,23253956.61246073 - 07/31 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.4700867570489,1269.2831919984604,1270.9187929443925,1529.9070358379848,19294484.78713639,0.0,14093307.03785499,0.0 - 07/31 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.8172457546473,1270.609260970639,1272.2465706917909,1531.5053885644148,19314642.47753337,0.0,14093307.03785499,0.0 - 07/31 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.9708451417383,1271.7448005441216,1273.3835735239157,1532.8740902016025,19331903.91388096,0.0,14093307.03785499,0.0 - 07/31 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.052042192369,1271.8247264397774,1273.463602412246,1532.970427402694,19333118.87440951,0.0,14093307.03785499,0.0 - 07/31 06:00:00,0.0,0.0,0.0,1106399.973498124,0.0,5589845.131356961,0.0,943888.0621363589,1290.8172457546473,1270.609260970639,1272.2465706917906,1531.5053885644148,19314642.47753337,7640133.166991443,14093307.03785499,0.0 - 07/31 07:00:00,0.0,21701642.79699077,0.0,32398120.901068365,0.0,34594122.08977181,0.0,37854544.613937038,5150.745287471657,5070.1094091257059,5076.642762594673,6111.162667550074,77071176.45627159,126548430.40176797,14093307.03785499,15502637.741640486 - 07/31 08:00:00,0.0,57440827.980234179,0.0,60716673.64349528,0.0,60839629.52762043,0.0,70208397.34343578,20578.15694939499,20256.00206350083,20282.103989646796,24415.197703914957,307913258.5432473,249205528.49478568,56373228.15141996,38756594.35410121 - 07/31 09:00:00,0.0,69331049.40081208,0.0,61580822.31571548,0.0,55395908.25446096,0.0,65895537.679877068,17984.441923910705,17702.892130597556,17725.704114004468,21337.853834367128,269103211.21036747,252203317.65086559,56373228.15141996,38756594.35410121 - 07/31 10:00:00,0.0,57796393.37999576,0.0,43374427.916088368,0.0,33429085.502414545,0.0,40053983.66224584,12833.60409781109,12632.691631553376,12648.970144112664,15226.5813732674,192030650.0882803,174653890.4607445,28186614.07570998,0.0 - 07/31 11:00:00,0.0,61788640.51193302,0.0,44294599.44286795,0.0,30169221.20393565,0.0,36237376.66751064,10254.47859757442,10093.942822158304,10106.949897751978,12166.547418509457,153438907.44957898,172489837.82624728,28186614.07570998,0.0 - 07/31 12:00:00,0.0,68415601.13310185,0.0,47246134.20689367,0.0,28317314.44742255,0.0,36081744.83469211,5113.542114315616,5033.488658585667,5039.97482247976,6067.0225227328569,76514501.22521004,180060794.6221102,28186614.07570998,0.0 - 07/31 13:00:00,0.0,74374888.85469452,0.0,51661516.8378552,0.0,30860707.798006,0.0,41499248.427362199,5103.836512387709,5023.93499966652,5030.408852695975,6055.507196530997,76369275.22061233,198396361.9179179,28186614.07570998,0.0 - 07/31 14:00:00,0.0,75319237.4242438,0.0,56206985.813114289,0.0,38627740.93197815,0.0,49479071.14437931,5089.814878047452,5010.132876627592,5016.588944212758,6038.8710626249699,76159467.94144598,219633035.31371556,28186614.07570998,0.0 - 07/31 15:00:00,0.0,76541546.91741356,0.0,62454284.62319437,0.0,48545714.81080179,0.0,59492408.47952779,7627.304198055199,7507.8973279624519,7517.572019984682,9049.505278892007,114128203.76961963,247033954.83093746,28186614.07570998,0.0 - 07/31 16:00:00,0.0,80220493.31360393,0.0,73503671.72030697,0.0,60304585.74655846,0.0,71752440.97750713,12686.439655486682,12487.831076027056,12503.92292097494,15051.97638006161,189828612.11718104,285781191.7579765,28186614.07570998,0.0 - 07/31 17:00:00,0.0,78354388.07522193,0.0,75902345.61666626,0.0,66113220.828901018,0.0,79881385.29991463,12709.030158647052,12510.067920646197,12526.18842003804,15078.779149728869,190166636.33661659,300251339.8207038,35233267.594637479,0.0 - 07/31 18:00:00,0.0,70655103.09350425,0.0,69505587.09596709,0.0,60824421.74510952,0.0,75078704.841323,17801.414609050014,17522.730142494718,17545.30996879121,21120.698911867043,266364553.07593075,276063816.7759039,14093307.03785499,0.0 - 07/31 19:00:00,0.0,75922651.85144736,0.0,78497580.6174469,0.0,69546274.94973788,0.0,86296353.43135613,17851.562125966153,17572.092590678527,17594.736025527825,21180.19702643964,267114915.96700374,310262860.8499882,63419881.67034747,0.0 - 07/31 20:00:00,0.0,69200194.87238992,0.0,65287356.67041161,0.0,66132025.529013369,0.0,77933336.53168126,10209.898822467485,10050.060951747013,10063.011481071733,12113.655217059708,152771855.30044539,278552913.6034962,63419881.67034747,69761869.8373822 - 07/31 21:00:00,0.0,59632872.26934135,0.0,55390659.03301162,0.0,57893854.55720024,0.0,67758047.54710379,10220.769382861545,10060.761331490203,10073.725649346388,12126.552722012459,152934512.70855815,240675433.40665699,49326574.63249246,69761869.8373822 - 07/31 22:00:00,0.0,51594283.20553648,0.0,47757831.333047229,0.0,50960837.23446937,0.0,59224881.05395684,5116.6213936508779,5036.519731228496,5043.0098009690659,6070.675970120826,76560576.82548934,209537832.82700993,35233267.594637479,69761869.8373822 - 07/31 23:00:00,0.0,44369669.23249292,0.0,40676515.185136597,0.0,45046072.72422345,0.0,51760159.962031308,5126.3179245688229,5046.064461146034,5052.566830245312,6082.180533915627,76705667.09955287,181852417.10388429,35233267.594637479,62010550.96656194 - 07/31 24:00:00,0.0,33802084.221657808,0.0,29817653.43066532,0.0,36128040.662077117,0.0,40362782.28709302,2568.395400128315,2528.186691005618,2531.4445176036294,3047.303100572484,38431186.95351617,140110560.60149325,35233267.594637479,46507913.22492146 - 08/01 01:00:00,0.0,12901502.602852449,0.0,8497666.92324944,0.0,18421756.731004199,0.0,17547176.37340507,2572.990697464094,2532.7100481043537,2535.973703509676,3052.7552454481026,38499946.90029441,57368102.63051116,21139960.556782485,23253956.61246073 - 08/01 02:00:00,0.0,0.0,0.0,0.0,0.0,2820657.591354468,0.0,347102.988268756,1288.1628723732729,1267.996442299723,1269.6303851373323,1528.3560758710754,19274924.79245305,3167760.579623224,14093307.03785499,0.0 - 08/01 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.195499306283,1269.0129032654605,1270.648155916772,1529.5812483092983,19290376.10447213,0.0,14093307.03785499,0.0 - 08/01 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,0.0 - 08/01 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,0.0,14093307.03785499,0.0 - 08/01 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.8648870783805,1269.6718116471116,1271.3079133691263,1530.3754513487898,19300392.228396268,0.0,14093307.03785499,0.0 - 08/01 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5153.268782341633,5072.5933982127339,5079.129952555175,6114.156697885578,77108935.79158244,0.0,14093307.03785499,15502637.741640486 - 08/01 08:00:00,0.0,15724158.1530985,0.0,13604807.639049888,0.0,20713576.497817484,0.0,17623710.189430406,20583.92557971275,20261.680384834828,20287.789628077408,24422.04196358482,307999575.20235529,67666252.47939627,56373228.15141996,38756594.35410121 - 08/01 09:00:00,0.0,41284080.58823095,0.0,35012980.97370995,0.0,32998721.535063749,0.0,37397669.80397675,17970.02291043116,17688.698849463897,17711.49254337939,21320.74622528123,268887457.90280047,146693452.90098144,56373228.15141996,38756594.35410121 - 08/01 10:00:00,0.0,20968987.693885618,0.0,14984311.504151062,0.0,11354819.582520087,0.0,11901173.518729438,12808.752515371725,12608.229105273158,12624.476095370494,15197.095919346315,191658793.0873021,59209292.299286197,28186614.07570998,0.0 - 08/01 11:00:00,0.0,32930977.91338156,0.0,22964706.823412453,0.0,15691938.251912434,0.0,17867739.266374716,10196.286782864448,10036.662011163287,10049.595274585465,12097.505051674201,152568176.83303464,89455362.25508116,28186614.07570998,0.0 - 08/01 12:00:00,0.0,58059953.80685284,0.0,36356282.4364799,0.0,18939103.445434557,0.0,24589049.74691343,5091.030123159573,5011.329096850779,5017.786705887798,6040.3129045617429,76177651.78965561,137944389.43568073,28186614.07570998,0.0 - 08/01 13:00:00,0.0,57653124.94413121,0.0,40969812.49254511,0.0,22624347.965506115,0.0,30582767.804919516,5077.199365701253,4997.714862480594,5004.154928187051,6023.903238789915,75970700.62257174,151830053.20710195,28186614.07570998,0.0 - 08/01 14:00:00,0.0,58469115.93202084,0.0,48227721.55199673,0.0,30527666.438296617,0.0,39814481.017393257,5073.251640952366,4993.828940099099,5000.263998397941,6019.219414069279,75911630.37666726,177038984.93970747,28186614.07570998,0.0 - 08/01 15:00:00,0.0,55082399.950355637,0.0,48221586.1733908,0.0,37888694.58252921,0.0,47227505.80702189,7601.807885190921,7482.800164632396,7492.442516398062,9019.254876932637,113746699.59535447,188420186.51329757,28186614.07570998,0.0 - 08/01 16:00:00,0.0,54792849.87588815,0.0,51482536.557274978,0.0,41742253.26847969,0.0,50092233.71371515,12702.680213295367,12503.817384873573,12519.929829812094,15071.245181961409,190071621.39579279,198109873.41535796,28186614.07570998,0.0 - 08/01 17:00:00,0.0,52075347.55177247,0.0,51028159.63577667,0.0,43927368.06657864,0.0,53243275.96126325,12679.797809080834,12481.293208965728,12497.376629204595,15044.096082835935,189729229.42831353,200274151.21539105,35233267.594637479,0.0 - 08/01 18:00:00,0.0,47689175.14176892,0.0,48150866.543671447,0.0,41964828.04066633,0.0,52098822.0928476,17783.75229861351,17505.344338823,17527.90176173693,21099.743254745972,266100269.9541099,189903691.8189543,14093307.03785499,0.0 - 08/01 19:00:00,0.0,59334415.31748104,0.0,63879357.296421308,0.0,56884653.59595693,0.0,71127421.58602628,17855.54734887386,17576.01542417817,17598.663913998826,21184.92534129432,267174547.30204267,251225847.79588557,63419881.67034747,0.0 - 08/01 20:00:00,0.0,53441750.33510635,0.0,50934494.260288167,0.0,54218598.292281109,0.0,63274545.748179439,10250.775490184089,10090.29768760498,10103.300066070733,12162.153822947126,153383497.44050495,221869388.63585506,63419881.67034747,69761869.8373822 - 08/01 21:00:00,0.0,43005069.53658429,0.0,39606127.90839693,0.0,45573426.82640298,0.0,52157126.6487778,10263.427569077501,10102.751695843073,10115.770122569595,12177.165031594619,153572811.90870524,180341750.92016203,49326574.63249246,69761869.8373822 - 08/01 22:00:00,0.0,32783907.147981574,0.0,29327006.499699087,0.0,37247964.786712709,0.0,41434527.66780477,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,140793406.10219813,35233267.594637479,69761869.8373822 - 08/01 23:00:00,0.0,24419543.37939643,0.0,20917333.96453594,0.0,30409722.343991206,0.0,32737211.52253171,5148.757729180154,5068.152966430033,5074.683798822897,6108.804505506969,77041436.39978419,108483811.2104553,35233267.594637479,62010550.96656194 - 08/01 24:00:00,0.0,15983249.116705265,0.0,12629460.818482964,0.0,22767036.310904746,0.0,23310714.25103327,2576.0125693554034,2535.6846120274747,2538.9521004620198,3056.3405810951996,38545163.50658435,74690460.49712624,35233267.594637479,46507913.22492146 - 08/02 01:00:00,0.0,4865565.487816459,0.0,2065195.4307285818,0.0,11121758.962157332,0.0,9775241.225980305,2574.378864590077,2534.0764832150168,2537.3418994114488,3054.4022527534846,38520718.199892099,27827761.106682674,21139960.556782485,23253956.61246073 - 08/02 02:00:00,0.0,0.0,0.0,0.0,0.0,460287.8482968682,0.0,0.0,1289.9919272181049,1269.796862949749,1271.4331258131313,1530.5261796251526,19302293.144182095,460287.8482968682,14093307.03785499,0.0 - 08/02 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.0547933292424,1268.8744000667389,1270.5094742425425,1529.4143060386169,19288270.705237707,0.0,14093307.03785499,0.0 - 08/02 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,0.0 - 08/02 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.4772555802802,1270.2745934058769,1271.9114718737126,1531.1020032007512,19309555.166618237,0.0,14093307.03785499,0.0 - 08/02 06:00:00,0.0,782526.3036204412,0.0,9283281.22446024,0.0,14630479.792314027,0.0,9955108.068420615,1288.3171955854082,1268.1483495531834,1269.7824881387938,1528.5391744713944,19277233.947895606,34651395.38881532,14093307.03785499,0.0 - 08/02 07:00:00,0.0,36075919.87628914,0.0,41632312.34619742,0.0,41627884.93616299,0.0,46826147.36268858,5145.981394928188,5065.420096208707,5071.947407019352,6105.510490896205,76999893.80058882,166162264.5213381,14093307.03785499,15502637.741640486 - 08/02 08:00:00,0.0,62579727.72282426,0.0,63733047.83620484,0.0,62337266.320550348,0.0,73248740.98211459,20519.802007629816,20198.56067923509,20224.588586294507,24345.961793055645,307040087.03837427,261898782.86169405,56373228.15141996,38756594.35410121 - 08/02 09:00:00,0.0,78399540.86139775,0.0,71383226.68377033,0.0,65911312.393828008,0.0,78055963.22534785,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,293750043.1643439,56373228.15141996,38756594.35410121 - 08/02 10:00:00,0.0,75576301.63517796,0.0,58239562.251364547,0.0,45841254.00468116,0.0,56406394.446295227,12724.53719511863,12525.33219156898,12541.472360531896,15097.177656562424,190398669.85361494,236063512.33751888,28186614.07570998,0.0 - 08/02 11:00:00,0.0,83276894.50056705,0.0,62286972.83399692,0.0,42615026.01605849,0.0,53450037.96245231,10141.156646040641,9982.394946915972,9995.258281686944,12032.095248779451,151743258.44432283,241628931.31307478,28186614.07570998,0.0 - 08/02 12:00:00,0.0,86577526.10092259,0.0,64459929.23929562,0.0,40419476.86527631,0.0,52823330.52695963,5049.481255246245,4970.430684215568,4976.835591473493,5991.016758800372,75555951.44304845,244280262.73245413,28186614.07570998,0.0 - 08/02 13:00:00,0.0,83429475.19517219,0.0,64976149.387612,0.0,42913501.06783599,0.0,56734624.39238414,5045.042517959356,4966.06143618895,4972.460713224833,5985.750366446497,75489534.12175069,248053750.0430043,28186614.07570998,0.0 - 08/02 14:00:00,0.0,88537106.89392814,0.0,72269069.81100741,0.0,50015124.81638342,0.0,64702405.1849418,5032.853830431417,4954.063564838059,4960.447381392109,5971.288953965403,75307153.43025717,275523706.7062608,28186614.07570998,0.0 - 08/02 15:00:00,0.0,88853173.87395698,0.0,78044502.29457218,0.0,57033927.080258388,0.0,71744485.46234122,7549.280745647126,7431.095347257086,7440.671072088163,8956.933430948106,112960730.14538573,295676088.7111287,28186614.07570998,0.0 - 08/02 16:00:00,0.0,75736879.67596285,0.0,70969092.82292623,0.0,55527457.74409518,0.0,67897873.63123621,12620.024313238173,12422.45547835122,12438.463080168747,14973.177111713227,188834831.94049693,270131303.8742205,28186614.07570998,0.0 - 08/02 17:00:00,0.0,65064238.58003007,0.0,63015177.67711036,0.0,51734859.62838451,0.0,63584212.97059326,12641.794013433302,12443.88436982866,12459.919584960058,14999.006029994203,189160574.3935784,243398488.8561182,35233267.594637479,0.0 - 08/02 18:00:00,0.0,50859893.601163599,0.0,49275193.62465796,0.0,40828777.449582498,0.0,50727412.66695144,17703.491813928376,17426.34034699819,17448.79596520488,21004.517253398106,264899323.36630637,191691277.3423555,14093307.03785499,0.0 - 08/02 19:00:00,0.0,69514626.25436984,0.0,72568021.47429319,0.0,63185844.675082769,0.0,79028390.06009366,17765.621211285878,17487.497097049833,17510.031521971105,21078.231411737885,265828972.47136093,284296882.4638394,63419881.67034747,0.0 - 08/02 20:00:00,0.0,68423046.58513037,0.0,65941672.11433259,0.0,65047322.13435785,0.0,77591593.65130997,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,277003634.4851308,63419881.67034747,69761869.8373822 - 08/02 21:00:00,0.0,58107506.2171272,0.0,55328310.15059757,0.0,56336106.40745377,0.0,66708137.62914079,10200.892643409232,10041.195766102019,10054.134871730184,12102.96972939408,152637094.83828787,236480060.40431933,49326574.63249246,69761869.8373822 - 08/02 22:00:00,0.0,49359856.4345895,0.0,46660988.268232319,0.0,48844102.12611384,0.0,57249638.55624007,5111.445831649906,5031.425193616149,5037.908698525017,6064.53536337002,76483134.31377994,202114585.38517574,35233267.594637479,69761869.8373822 - 08/02 23:00:00,0.0,41530657.85628331,0.0,38633295.54873541,0.0,42409413.17984218,0.0,48973188.63480356,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,171546555.21966446,35233267.594637479,62010550.96656194 - 08/02 24:00:00,0.0,33796458.94127147,0.0,31130108.339370803,0.0,35507577.13907263,0.0,40573325.870984349,2559.3153509318697,2519.248791673225,2522.495100875674,3036.5299688076886,38295321.164238449,141007470.29069925,35233267.594637479,46507913.22492146 - 08/03 01:00:00,0.0,22008042.4798673,0.0,19844546.646359,0.0,23774509.74845956,0.0,26672954.021884867,2558.3106968254389,2518.259865614248,2521.5049004845329,3035.337985060413,38280288.41274467,92300052.89657074,21139960.556782485,23253956.61246073 - 08/03 02:00:00,0.0,11510800.473813596,0.0,9839651.225552908,0.0,13416347.631897703,0.0,14488737.809607929,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,49255537.140872139,14093307.03785499,0.0 - 08/03 03:00:00,0.0,8537640.49405993,0.0,6798790.08711737,0.0,11290778.825945523,0.0,11731678.904661809,1281.5794811422057,1261.5161152865085,1263.141707561328,1520.5451334789069,19176416.774888219,38358888.31178463,14093307.03785499,0.0 - 08/03 04:00:00,0.0,6329883.496835426,0.0,4367883.147186015,0.0,9663096.550261047,0.0,9566936.097646267,1282.0379647266144,1261.967421224873,1263.593595053458,1521.089106750413,19183277.115919293,29927799.291928755,14093307.03785499,0.0 - 08/03 05:00:00,0.0,6812994.036961008,0.0,5202624.971972358,0.0,10023328.474582194,0.0,10102066.781304557,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,32141014.264820119,14093307.03785499,0.0 - 08/03 06:00:00,0.0,14660670.01053477,0.0,15927873.345091632,0.0,16106251.229913068,0.0,17641753.904952185,1279.6576754659348,1259.6243958366125,1261.247550437837,1518.2649844038443,19147660.582119224,64336548.49049166,14093307.03785499,0.0 - 08/03 07:00:00,0.0,26531190.53315932,0.0,26689702.847660137,0.0,25050747.85611225,0.0,29235231.273768017,1277.8614579124765,1257.8562984040373,1259.4771746312543,1516.133840842505,19120783.578444985,107506872.51069972,14093307.03785499,15502637.741640486 - 08/03 08:00:00,0.0,48103244.52831899,0.0,46941794.380426589,0.0,43737190.709041807,0.0,52388285.36681786,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,191170514.98460523,56373228.15141996,38756594.35410121 - 08/03 09:00:00,0.0,45852101.52095264,0.0,44995884.23381542,0.0,40393035.89563752,0.0,48697177.566730957,12736.562530668069,12537.169268247068,12553.324690491469,15111.445258156555,190578606.29122735,179938199.21713654,56373228.15141996,38756594.35410121 - 08/03 10:00:00,0.0,23640124.403290914,0.0,22338834.83281246,0.0,18086246.958218926,0.0,21176535.540016857,12783.85528578904,12583.721646464164,12599.937056199402,15167.55630683214,191286253.06302513,85241741.73433915,28186614.07570998,0.0 - 08/03 11:00:00,0.0,26701230.261515365,0.0,24405083.438067479,0.0,18293453.71643538,0.0,21335080.852062234,12791.553484127195,12591.299328071238,12607.524502422664,15176.689925302064,191401442.0637234,90734848.26808048,28186614.07570998,0.0 - 08/03 12:00:00,0.0,20864637.97758982,0.0,18813583.82369147,0.0,15424795.325820653,0.0,17461653.580226389,7677.94605279561,7557.746375019672,7567.485302627022,9109.589906423065,114885963.49271533,72564670.70732832,28186614.07570998,0.0 - 08/03 13:00:00,0.0,22447886.50967211,0.0,19845156.812296913,0.0,15789667.956638996,0.0,18258730.655251497,7674.932090476317,7554.779596842741,7564.514701453599,9106.013955181239,114840865.23823402,76341441.93385951,28186614.07570998,0.0 - 08/03 14:00:00,0.0,34521219.40257739,0.0,29711393.985558638,0.0,20809975.494471589,0.0,25340782.13432325,7670.3131714734249,7550.2329878784989,7559.9622337196419,9100.533784099285,114771751.83781508,110383371.01693088,28186614.07570998,0.0 - 08/03 15:00:00,0.0,26438183.8424593,0.0,23990021.965071195,0.0,18861993.716091105,0.0,21815016.8487441,7682.368731557086,7562.099815920086,7571.844353380384,9114.83724594953,114952140.5285055,91105216.3723657,28186614.07570998,0.0 - 08/03 16:00:00,0.0,16690625.455839588,0.0,13883446.629432198,0.0,13683217.116012227,0.0,14270503.841145263,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,58527793.04242927,28186614.07570998,0.0 - 08/03 17:00:00,0.0,11492577.574997366,0.0,8583627.241431544,0.0,12027305.407509994,0.0,11605015.605307084,23068.430660559705,22707.29007515715,22736.550736103905,27369.81240262032,345175501.94798788,43708525.829245988,35233267.594637479,0.0 - 08/03 18:00:00,0.0,2252853.807033352,0.0,645380.282642952,0.0,5201807.062920736,0.0,2912554.031583135,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,11012595.184180176,14093307.03785499,0.0 - 08/03 19:00:00,0.0,17672319.542117765,0.0,12552702.999528105,0.0,23402075.178524876,0.0,24870904.708393914,17945.337545755236,17664.399938777027,17687.162321065964,21291.45798239155,268518088.0367632,78498002.42856466,63419881.67034747,0.0 - 08/03 20:00:00,0.0,37873654.560045409,0.0,35240303.24498229,0.0,44436323.15704687,0.0,50263430.9414413,15397.74643354186,15156.691840678002,15176.222785126094,18268.83837528165,230398197.9646594,167813711.90351589,63419881.67034747,69761869.8373822 - 08/03 21:00:00,0.0,28629329.2533238,0.0,25578061.9623433,0.0,34975139.22297351,0.0,38531124.47069201,12841.977000641575,12640.933455028086,12657.222588018147,15236.515502862421,192155934.7675808,127713654.90933264,49326574.63249246,69761869.8373822 - 08/03 22:00:00,0.0,22972574.651141585,0.0,19576667.604017848,0.0,29195093.71236937,0.0,31575867.408674677,10271.933697446557,10111.124659185693,10124.153875330092,12187.257228205619,153700090.05660466,103320203.37620348,35233267.594637479,69761869.8373822 - 08/03 23:00:00,0.0,20488450.95231203,0.0,16976163.73964085,0.0,26790686.058351749,0.0,28746219.0945514,7703.950273084917,7583.343494389268,7593.115406497569,9140.442921154216,115275067.5424535,93001519.84485603,35233267.594637479,62010550.96656194 - 08/03 24:00:00,0.0,18062466.34640402,0.0,14659457.142632142,0.0,24157806.50521369,0.0,25928363.294088995,5126.3179245688229,5046.064461146034,5052.566830245312,6082.180533915627,76705667.09955287,82808093.28833884,35233267.594637479,46507913.22492146 - 08/04 01:00:00,0.0,6889101.075015997,0.0,3220463.2367842264,0.0,14137034.332130705,0.0,13502391.518130653,2564.0759294532288,2523.934842449746,2527.187190106916,3042.178213500826,38366554.231838587,37748990.16206159,21139960.556782485,23253956.61246073 - 08/04 02:00:00,0.0,0.0,0.0,0.0,0.0,3403916.000630994,0.0,225414.3705556942,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,3629330.371186688,14093307.03785499,0.0 - 08/04 03:00:00,0.0,0.0,0.0,0.0,0.0,2195814.717314818,0.0,0.0,1282.4876254768636,1262.4100424521933,1264.0367866434067,1521.6226120659779,19190005.43989839,2195814.717314818,14093307.03785499,0.0 - 08/04 04:00:00,0.0,0.0,0.0,0.0,0.0,192895.24537865865,0.0,0.0,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,192895.24537865865,14093307.03785499,0.0 - 08/04 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,0.0,14093307.03785499,0.0 - 08/04 06:00:00,0.0,0.0,0.0,0.0,0.0,7107130.792171145,0.0,1830869.388069988,1287.8474340011817,1267.6859421741918,1269.3194849006973,1527.9818202836119,19270204.852894859,8938000.180241134,14093307.03785499,0.0 - 08/04 07:00:00,0.0,8073876.944396151,0.0,12346715.17565412,0.0,18350410.122001783,0.0,18463222.432133564,1286.8468942155108,1266.701066025516,1268.3333396385797,1526.7947180208649,19255233.664441699,57234224.67418562,14093307.03785499,15502637.741640486 - 08/04 08:00:00,0.0,34652701.706909578,0.0,32660565.521353596,0.0,37010316.548263419,0.0,41913954.01876618,1287.5229498238005,1267.36653785714,1268.9996689985822,1527.5968321934716,19265349.559942783,146237537.79529277,56373228.15141996,38756594.35410121 - 08/04 09:00:00,0.0,32328688.246543006,0.0,25896466.859565978,0.0,31163479.811782164,0.0,34017622.12153744,5150.745287471657,5070.1094091257059,5076.642762594673,6111.162667550075,77071176.4562716,123406257.03942856,56373228.15141996,38756594.35410121 - 08/04 10:00:00,0.0,48646697.67027451,0.0,31557123.501635806,0.0,25504853.17345316,0.0,29165722.760390678,7701.438390184783,7580.870935484527,7590.639661448311,9137.462667977672,115237481.95834306,134874397.10575415,28186614.07570998,0.0 - 08/04 11:00:00,0.0,55987210.40738235,0.0,37006604.85641239,0.0,22411344.688678199,0.0,27609200.44945746,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,143014360.4019304,28186614.07570998,0.0 - 08/04 12:00:00,0.0,56341383.38741772,0.0,36140031.66519769,0.0,18735967.27604496,0.0,24648007.211937615,5117.630408707354,5037.512949966032,5044.00429957032,6071.873127968863,76575674.83036526,135865389.54059799,28186614.07570998,0.0 - 08/04 13:00:00,0.0,58994805.214437607,0.0,38315991.667800199,0.0,20763871.386884124,0.0,28761797.889070728,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,146836466.15819267,28186614.07570998,0.0 - 08/04 14:00:00,0.0,60668026.12083055,0.0,42840303.45940112,0.0,27061492.422751935,0.0,35383707.24197535,7652.377435231655,7532.578038933501,7542.284534570927,9079.25371769757,114503377.41516115,165953529.24495895,28186614.07570998,0.0 - 08/04 15:00:00,0.0,59319149.40069736,0.0,45886470.76032772,0.0,34304824.18355304,0.0,42088064.69287511,10205.430047993068,10045.662136770643,10058.606997773288,12108.353186729422,152704988.5293591,181598509.03745324,28186614.07570998,0.0 - 08/04 16:00:00,0.0,53826308.473345059,0.0,47535006.921825628,0.0,39688807.195436257,0.0,46336166.452807087,12748.24782393121,12548.671626064284,12564.841870270755,15125.309412558205,190753454.638168,187386289.043414,28186614.07570998,0.0 - 08/04 17:00:00,0.0,50173341.44301629,0.0,47963702.76831576,0.0,43606496.62586349,0.0,51646287.70983202,15304.75487046331,15065.156077867003,15084.569069141853,18158.50743539514,229006754.8303223,193389828.54702757,35233267.594637479,0.0 - 08/04 18:00:00,0.0,42295175.74756004,0.0,41487711.13412279,0.0,38781305.730009388,0.0,47115585.360996309,17890.06041077467,17609.988177656516,17632.680444837562,21225.873771795068,267690970.09822975,169679777.9726885,14093307.03785499,0.0 - 08/04 19:00:00,0.0,40231607.43209699,0.0,42084369.836688708,0.0,39981737.38617245,0.0,48842912.14157384,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,171140626.79653199,63419881.67034747,0.0 - 08/04 20:00:00,0.0,36073314.73406653,0.0,33090475.101556269,0.0,38915403.925925318,0.0,44153390.59932363,7708.813783762384,7588.130865899792,7597.908947024922,9146.213290921414,115347840.79539064,152232584.36087174,63419881.67034747,69761869.8373822 - 08/04 21:00:00,0.0,28668438.168706407,0.0,24941467.238916696,0.0,33059114.833669627,0.0,36504245.643980327,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,123173265.88527306,49326574.63249246,69761869.8373822 - 08/04 22:00:00,0.0,23430200.489454427,0.0,19964012.15075492,0.0,28523720.591195417,0.0,30931147.710071207,5141.547218035462,5061.055337182431,5067.577023555569,6100.249509275923,76933544.71697779,102849080.94147596,35233267.594637479,69761869.8373822 - 08/04 23:00:00,0.0,19252202.897234769,0.0,15967544.588092093,0.0,25016032.333992445,0.0,26521898.111970579,5145.26480966707,5064.714729223531,5071.241131096821,6104.66028983763,76989171.45537019,86757677.93128988,35233267.594637479,62010550.96656194 - 08/04 24:00:00,0.0,11885686.786294444,0.0,8821725.405152267,0.0,18522123.13967202,0.0,18411544.99655175,5151.389736004727,5070.743768696767,5077.277939602789,6111.927281134447,77080819.41157943,57641080.32767047,35233267.594637479,46507913.22492146 - 08/05 01:00:00,0.0,139402.17529041755,0.0,0.0,0.0,5203928.603825906,0.0,2318739.31813825,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,7662070.097254574,21139960.556782485,23253956.61246073 - 08/05 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.5928738006206,1270.3884016014093,1272.025426722721,1531.239179805766,19311285.174949863,0.0,14093307.03785499,0.0 - 08/05 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8015487767696,1271.5781545453286,1273.2167127847443,1532.6732265270069,19329370.71348186,0.0,14093307.03785499,0.0 - 08/05 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.61869296661,1272.382506190439,1274.0221009190478,1533.642736915941,19341597.733171338,0.0,14093307.03785499,0.0 - 08/05 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8873470694787,1271.6626096497597,1273.3012767181975,1532.7750229261838,19330654.52290903,0.0,14093307.03785499,0.0 - 08/05 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.73957133,0.0,14093307.03785499,0.0 - 08/05 07:00:00,0.0,8731248.806489015,0.0,13868600.851411127,0.0,24571952.048371264,0.0,19384125.598673379,5157.335723566575,5076.5966707141119,5083.138383681777,6118.981968404282,77169789.88692028,66555927.30494478,14093307.03785499,15502637.741640486 - 08/05 08:00:00,0.0,44787312.55190832,0.0,48187689.2204592,0.0,52979870.72211768,0.0,59470780.76674621,20595.030916720614,20272.611865720133,20298.73519529159,24435.218022027875,308165745.59913679,205425653.26123143,56373228.15141996,38756594.35410121 - 08/05 09:00:00,0.0,59131585.15425469,0.0,51114857.290768567,0.0,50850898.95693785,0.0,59341142.98075305,17998.080338354543,17716.31703311903,17739.146315883096,21354.035292494456,269307284.32746407,220438484.38271413,56373228.15141996,38756594.35410121 - 08/05 10:00:00,0.0,48149932.19709633,0.0,32950390.655908005,0.0,27323835.304856946,0.0,31776199.112425075,12824.876254768635,12624.10042452193,12640.36786643407,15216.226120659778,191900054.3989839,140200357.27028636,28186614.07570998,0.0 - 08/05 11:00:00,0.0,54033128.456353988,0.0,34969922.311335448,0.0,23577250.134163526,0.0,28089086.55123858,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,140669387.45309154,28186614.07570998,0.0 - 08/05 12:00:00,0.0,57202880.63928327,0.0,36364752.94789453,0.0,21198607.1997021,0.0,27080480.280069248,5095.80632156729,5016.030522981425,5022.494190285878,6045.979681653798,76249118.57935822,141846721.06694914,28186614.07570998,0.0 - 08/05 13:00:00,0.0,61946864.726429339,0.0,41110082.147173989,0.0,23704359.81275459,0.0,32240266.26630928,5088.591177930326,5008.928333764081,5015.382849172822,6037.419189147505,76141157.58005303,159001572.95266719,28186614.07570998,0.0 - 08/05 14:00:00,0.0,65815405.72752531,0.0,48015167.630481768,0.0,30822620.077500125,0.0,40200797.34334313,5078.498622792532,4998.993779459733,5005.435493181254,6025.444757733026,75990141.55139956,184853990.77885033,28186614.07570998,0.0 - 08/05 15:00:00,0.0,67986201.38957654,0.0,54924706.75538066,0.0,40704912.05040947,0.0,50372078.719513598,7617.747934188797,7498.490669189598,7508.153239771881,9038.167136599539,113985212.32709933,213987898.91488029,28186614.07570998,0.0 - 08/05 16:00:00,0.0,65812361.77627338,0.0,60405710.65010023,0.0,49551814.78639359,0.0,58683173.25785581,12686.439655486682,12487.831076027056,12503.92292097494,15051.97638006161,189828612.11718104,234453060.47062303,28186614.07570998,0.0 - 08/05 17:00:00,0.0,62576075.11851566,0.0,61611468.97806409,0.0,54263905.38652922,0.0,65291354.2466388,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,243742803.72974778,35233267.594637479,0.0 - 08/05 18:00:00,0.0,54661985.843608479,0.0,55027629.538148228,0.0,48827124.096391189,0.0,60305401.90215656,17779.26336711118,17500.92568238075,17523.47741140485,21094.417308871503,266033101.5711658,218822141.38030447,14093307.03785499,0.0 - 08/05 19:00:00,0.0,54844832.136940699,0.0,57429024.41604482,0.0,51737876.315143559,0.0,63982372.92464029,17851.562125966153,17572.092590678527,17594.736025527825,21180.19702643964,267114915.96700374,227994105.79276938,63419881.67034747,0.0 - 08/05 20:00:00,0.0,51865252.744628999,0.0,48503536.07389571,0.0,52042937.1593854,0.0,60571403.93070401,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,212983129.90861417,63419881.67034747,69761869.8373822 - 08/05 21:00:00,0.0,43524146.4454777,0.0,40388191.27362922,0.0,44984533.66237717,0.0,51855113.85633488,10252.635849137645,10092.128922292068,10105.133660490625,12164.361067831254,153411334.19910575,180751985.237819,49326574.63249246,69761869.8373822 - 08/05 22:00:00,0.0,39078412.92342833,0.0,36194356.7219636,0.0,41004560.535001117,0.0,47027203.6391414,5118.630701863739,5038.49758334645,5044.990201751348,6073.059937615377,76590642.32847689,163304533.81953443,35233267.594637479,69761869.8373822 - 08/05 23:00:00,0.0,33967971.94216931,0.0,31011986.530095407,0.0,37052925.41802443,0.0,41891742.6870404,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,143924626.57732956,35233267.594637479,62010550.96656194 - 08/05 24:00:00,0.0,25582029.853545984,0.0,22295767.833550946,0.0,30180552.614920554,0.0,33026621.02923228,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,111084971.33124976,35233267.594637479,46507913.22492146 - 08/06 01:00:00,0.0,12942361.136142949,0.0,10229364.499776505,0.0,17771434.878682209,0.0,18162568.43558198,2567.983424361639,2527.781164796423,2531.038468832523,3046.8143070514049,38425022.51415116,59105728.950183648,21139960.556782485,23253956.61246073 - 08/06 02:00:00,0.0,1377483.4731057387,0.0,288405.65662957887,0.0,6079160.738124612,0.0,4352177.837344266,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,12097227.705204193,14093307.03785499,0.0 - 08/06 03:00:00,0.0,415699.9306055996,0.0,0.0,0.0,5364752.098155294,0.0,3866822.4784178587,1283.5730650307972,1263.4784892474216,1265.1066102413852,1522.910444662945,19206246.993057178,9647274.507178752,14093307.03785499,0.0 - 08/06 04:00:00,0.0,163845.80186826824,0.0,0.0,0.0,4676857.165873413,0.0,3044340.1149925508,1284.8022972937307,1264.6884776499658,1266.318157837487,1524.3688818202357,19224640.132565109,7885043.082734232,14093307.03785499,0.0 - 08/06 05:00:00,0.0,0.0,0.0,0.0,0.0,2400617.1975139577,0.0,133416.5533197469,1287.019290010552,1266.8707629322256,1268.503255217074,1526.9992590509292,19257813.241958813,2534033.750833704,14093307.03785499,0.0 - 08/06 06:00:00,0.0,0.0,0.0,0.0,0.0,7743493.269000845,0.0,5491964.090358756,1285.9511712338049,1265.8193657541859,1267.4505032064568,1525.7319768949192,19241830.86152172,13235457.3593596,14093307.03785499,0.0 - 08/06 07:00:00,0.0,17242310.035063697,0.0,18125034.662115925,0.0,21136717.37968333,0.0,22988019.63598323,5129.055596170379,5048.7592739879569,5055.265115628636,6085.428676767524,76746631.18519619,79492081.71284618,14093307.03785499,15502637.741640486 - 08/06 08:00:00,0.0,46014045.61477125,0.0,44538949.94221935,0.0,43733920.20627466,0.0,51520979.748046729,20474.522807454956,20153.9903333858,20179.96080700539,24292.239750461507,306362569.31390759,185807895.51131199,56373228.15141996,38756594.35410121 - 08/06 09:00:00,0.0,74436235.75645732,0.0,66590358.5803458,0.0,57362217.93970306,0.0,69094512.8690226,17890.06041077467,17609.988177656516,17632.680444837562,21225.873771795068,267690970.09822975,267483325.14552877,56373228.15141996,38756594.35410121 - 08/06 10:00:00,0.0,68301847.6200504,0.0,53598092.956237148,0.0,39293125.5358869,0.0,49036145.917893428,12736.562530668069,12537.169268247068,12553.324690491469,15111.445258156555,190578606.29122735,210229212.03006787,28186614.07570998,0.0 - 08/06 11:00:00,0.0,63307135.98975948,0.0,47070898.838645439,0.0,31833997.665333965,0.0,39890170.034198928,10169.738930740266,10010.529770616604,10023.429359979575,12066.007038522675,152170938.35949285,182102202.5279378,28186614.07570998,0.0 - 08/06 12:00:00,0.0,62605878.34166476,0.0,44860409.443709958,0.0,27400065.60727057,0.0,35662723.157817739,5087.3590345498209,5007.715479818054,5014.168432340691,6035.957298060339,76122720.88116805,170529076.55046303,28186614.07570998,0.0 - 08/06 13:00:00,0.0,67977006.26363671,0.0,50553834.59982781,0.0,30582636.175964863,0.0,41259361.81957299,5062.360296217287,4983.108101397625,4989.529344801546,6006.297249289296,75748661.97014073,190372838.85900239,28186614.07570998,0.0 - 08/06 14:00:00,0.0,66839552.93814668,0.0,53012534.09211564,0.0,35187041.11674101,0.0,45837909.035904679,5055.2865550507499,4976.145100968655,4982.557371835824,5997.9045254164989,75642816.7917782,200877037.182908,28186614.07570998,0.0 - 08/06 15:00:00,0.0,71128662.14269649,0.0,60862294.88086334,0.0,42976333.40713028,0.0,54286012.03794406,7576.417075801017,7457.806853100142,7467.416998432884,8989.129650818295,113366774.08134842,229253302.4686342,28186614.07570998,0.0 - 08/06 16:00:00,0.0,65993167.17740391,0.0,61734035.031616147,0.0,46725950.17218081,0.0,57046976.48096003,12648.888200183574,12450.867495761935,12466.911709363852,15007.423011771642,189266725.5014916,231500128.86216093,28186614.07570998,0.0 - 08/06 17:00:00,0.0,60449341.80125529,0.0,59819045.157625038,0.0,46940536.5616868,0.0,58169551.60985168,12648.888200183574,12450.867495761935,12466.911709363852,15007.423011771642,189266725.5014916,225378475.13041879,35233267.594637479,0.0 - 08/06 18:00:00,0.0,51983313.64940037,0.0,52973982.52703332,0.0,44268488.958541158,0.0,55504633.919898148,17742.302381935435,17464.543328322994,17487.04817497042,21050.564510848024,265480050.22587676,204730419.054873,14093307.03785499,0.0 - 08/06 19:00:00,0.0,52094523.15089472,0.0,53785232.670202989,0.0,47276903.94221706,0.0,58650130.21675564,17810.06912275614,17531.24916817428,17553.839972104877,21130.967162016263,266494051.53018565,211806789.9800704,63419881.67034747,0.0 - 08/06 20:00:00,0.0,53594084.442701969,0.0,51113315.47175401,0.0,52554652.136001069,0.0,62028718.61294459,10209.898822467485,10050.060951747013,10063.011481071733,12113.655217059708,152771855.30044539,219290770.66340164,63419881.67034747,69761869.8373822 - 08/06 21:00:00,0.0,46384284.31374362,0.0,44032617.41443982,0.0,46857818.61580077,0.0,54810623.199629429,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,192085343.5436136,49326574.63249246,69761869.8373822 - 08/06 22:00:00,0.0,38221952.59601191,0.0,35921093.62832903,0.0,40118634.485676858,0.0,46345013.27012597,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,160606693.98014377,35233267.594637479,69761869.8373822 - 08/06 23:00:00,0.0,32330661.256328774,0.0,30059908.835505338,0.0,35170878.46369006,0.0,40180129.25412444,5128.151858906457,5047.869684899492,5054.374380213832,6084.356427001652,76733108.46367717,137741577.80964864,35233267.594637479,62010550.96656194 - 08/06 24:00:00,0.0,24216262.329398335,0.0,21704694.12749315,0.0,28427508.875555148,0.0,31615930.772526504,2569.9987355686109,2529.764925930494,2533.024786245293,3049.2053968693187,38455177.84060938,105964396.10497315,35233267.594637479,46507913.22492146 - 08/07 01:00:00,0.0,12164374.14992217,0.0,9975020.338384293,0.0,16643023.772422772,0.0,17386032.691005306,2568.395400128315,2528.186691005618,2531.4445176036294,3047.303100572484,38431186.95351617,56168450.95173454,21139960.556782485,23253956.61246073 - 08/07 02:00:00,0.0,4029081.3939149666,0.0,2295800.608733274,0.0,7969317.363635301,0.0,7293619.570761187,1283.360409781109,1263.269163155338,1264.8970144112664,1522.65813732674,19203065.00882803,21587818.93704473,14093307.03785499,0.0 - 08/07 03:00:00,0.0,2034660.8626017925,0.0,469055.25316313948,0.0,6107674.99104874,0.0,5096876.144368161,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,13708267.251181832,14093307.03785499,0.0 - 08/07 04:00:00,0.0,0.0,0.0,0.0,0.0,1479174.1805513814,0.0,509392.97473687145,1288.469252833348,1268.2980263165405,1269.9323577759377,1528.7195845916934,19279509.19746307,1988567.1552882528,14093307.03785499,0.0 - 08/07 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.195499306283,1269.0129032654605,1270.648155916772,1529.5812483092983,19290376.10447213,0.0,14093307.03785499,0.0 - 08/07 06:00:00,0.0,2464886.8786361098,0.0,11250007.1798005,0.0,14063713.527337727,0.0,11145830.050091554,1287.3573194364238,1267.203500444376,1268.8364214954709,1527.4003180613498,19262871.213975438,38924437.6358659,14093307.03785499,0.0 - 08/07 07:00:00,0.0,30428637.920493895,0.0,34099013.31537388,0.0,33427091.287506738,0.0,38156521.68358105,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,136111264.20695556,14093307.03785499,15502637.741640486 - 08/07 08:00:00,0.0,59968888.726992,0.0,60777958.42119262,0.0,57485416.13694738,0.0,67215051.96218279,20540.535997393403,20218.970074521007,20245.024281169397,24370.561880445093,307350332.040704,245447315.2473148,56373228.15141996,38756594.35410121 - 08/07 09:00:00,0.0,75864151.68842167,0.0,68128350.9510783,0.0,58109585.469067599,0.0,70110340.43082159,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,272212428.53938916,56373228.15141996,38756594.35410121 - 08/07 10:00:00,0.0,68443496.75637999,0.0,54033031.9488668,0.0,39322164.847269859,0.0,48864301.411684308,12751.115804261539,12551.49470762752,12567.668589662731,15128.712161742602,190796368.5478598,210662994.96420098,28186614.07570998,0.0 - 08/07 11:00:00,0.0,76047461.28617364,0.0,57221881.28446973,0.0,36796196.04319354,0.0,46365116.00701959,10174.718069099641,10015.430959636107,10028.336864681381,12071.914596120678,152245441.7623361,216430654.6208565,28186614.07570998,0.0 - 08/07 12:00:00,0.0,81120206.28008527,0.0,59546610.131870139,0.0,35458539.904497887,0.0,46561939.669763129,5063.750523638325,4984.476564549041,4990.899571357408,6007.946701056114,75769464.09816319,222687295.9862164,28186614.07570998,0.0 - 08/07 13:00:00,0.0,87913641.15342188,0.0,66879337.073999729,0.0,40945345.45592056,0.0,55108626.85372712,5049.481255246245,4970.430684215568,4976.835591473493,5991.016758800372,75555951.44304845,250846950.53706933,28186614.07570998,0.0 - 08/07 14:00:00,0.0,85588481.90034667,0.0,69272149.06684713,0.0,47548899.762311208,0.0,61552946.01777338,5039.011913761323,4960.125242224646,4966.51686986871,5978.5952847678449,75399297.51824108,263962476.7472784,28186614.07570998,0.0 - 08/07 15:00:00,0.0,79800211.74603877,0.0,68599471.33187711,0.0,52287915.795982617,0.0,65299697.6332861,7551.60787659644,7433.386046537264,7442.96472316817,8959.69448298742,112995551.26544145,265987296.5071846,28186614.07570998,0.0 - 08/07 16:00:00,0.0,79428574.2411696,0.0,73942246.92707652,0.0,57657816.48430166,0.0,70442943.41801764,12593.71076875325,12396.553877313994,12412.528102274864,14941.95709563161,188441099.43830539,281471581.07056549,28186614.07570998,0.0 - 08/07 17:00:00,0.0,72441748.23695684,0.0,70226420.07442406,0.0,57441859.817876238,0.0,70781023.60211642,12620.024313238173,12422.45547835122,12438.463080168747,14973.177111713227,188834831.94049693,270891051.7313736,35233267.594637479,0.0 - 08/07 18:00:00,0.0,54401880.09754612,0.0,51613668.78166395,0.0,43098562.29851389,0.0,53397806.843325007,17718.261036760505,17440.878354891684,17463.35270680541,21022.040372512532,265120316.89549247,202511918.021049,14093307.03785499,0.0 - 08/07 19:00:00,0.0,59784608.63826859,0.0,55887185.346271667,0.0,50510011.23710948,0.0,61141475.033962648,17779.26336711118,17500.92568238075,17523.47741140485,21094.417308871503,266033101.5711658,227323280.25561238,63419881.67034747,0.0 - 08/07 20:00:00,0.0,73402750.89300919,0.0,69249884.12806833,0.0,66528678.150267157,0.0,79843367.15269874,10124.720592434574,9966.21620279525,9979.058689603093,12012.594498578592,151497323.94028146,289024680.3240434,63419881.67034747,69761869.8373822 - 08/07 21:00:00,0.0,66884759.73847323,0.0,63335858.974081758,0.0,60557454.42956082,0.0,72766234.63324511,10143.838247264666,9985.034567172585,9997.901303363677,12035.276866268747,151783383.54265083,263544307.7753609,49326574.63249246,69761869.8373822 - 08/07 22:00:00,0.0,60246011.45050586,0.0,56870355.30089473,0.0,54888762.760324489,0.0,65708212.039318088,5079.789533460337,5000.2644806802159,5006.707831829956,6026.976373963287,76009457.59176167,237713341.55104316,35233267.594637479,69761869.8373822 - 08/07 23:00:00,0.0,55919650.78175952,0.0,52682566.97160733,0.0,51466726.10194525,0.0,61365655.722595948,5087.3590345498209,5007.715479818054,5014.168432340691,6035.957298060339,76122720.88116805,221434599.57790805,35233267.594637479,62010550.96656194 - 08/07 24:00:00,0.0,49267459.78352727,0.0,46162545.26030968,0.0,45737846.0007998,0.0,54250951.374277498,2548.489559186678,2508.592479717353,2511.82505717418,3023.685580147894,38133333.63441398,195418802.41891424,35233267.594637479,46507913.22492146 - 08/08 01:00:00,0.0,37048772.286643419,0.0,33919055.15855224,0.0,33756324.189753439,0.0,39661908.15111153,2550.7924784105518,2510.859346311168,2514.094844856975,3026.417905899189,38167792.47172038,144386059.7860606,21139960.556782485,23253956.61246073 - 08/08 02:00:00,0.0,24121877.042849915,0.0,21282280.191706696,0.0,21643230.251773649,0.0,24981215.563302056,1278.124577327773,1258.1152986358027,1259.7365086112537,1516.4460219848689,19124720.663614915,92028603.04963231,14093307.03785499,0.0 - 08/08 03:00:00,0.0,22463139.073358224,0.0,20116467.642767356,0.0,20895500.802064875,0.0,24183449.105939535,1277.596172857693,1257.5951664362754,1259.2157061682986,1515.8190902515574,19116814.088569769,87658556.62412998,14093307.03785499,0.0 - 08/08 04:00:00,0.0,16169249.148534026,0.0,12719714.77886127,0.0,17187257.000378007,0.0,18334274.333430467,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,64410495.26120376,14093307.03785499,0.0 - 08/08 05:00:00,0.0,4146860.9460611578,0.0,1483844.9063305285,0.0,8623691.114818747,0.0,6719924.390206224,1284.8022972937307,1264.6884776499658,1266.318157837487,1524.3688818202357,19224640.132565109,20974321.357416657,14093307.03785499,0.0 - 08/08 06:00:00,0.0,0.0,0.0,0.0,0.0,4705574.979552369,0.0,1800571.142251606,1284.8022972937307,1264.6884776499658,1266.318157837487,1524.3688818202357,19224640.132565109,6506146.121803975,14093307.03785499,0.0 - 08/08 07:00:00,0.0,7325257.919808913,0.0,1561985.479581642,0.0,10620049.226222657,0.0,9882547.853089234,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,29389840.478702453,14093307.03785499,15502637.741640486 - 08/08 08:00:00,0.0,36525868.18027008,0.0,33982900.87406891,0.0,35128700.83695394,0.0,40354938.260473448,20497.795077128478,20176.89827133614,20202.89826417195,24319.851410071988,306710794.88175079,145992408.15176637,56373228.15141996,38756594.35410121 - 08/08 09:00:00,0.0,44797966.83914093,0.0,42839335.711617577,0.0,36387361.459439698,0.0,43568027.57394989,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,167592691.58414809,56373228.15141996,38756594.35410121 - 08/08 10:00:00,0.0,28305833.34277005,0.0,26364004.557214455,0.0,16763484.990808731,0.0,20328750.9462478,12789.009165939984,12588.79484165989,12605.016788724946,15173.671188895534,191363371.1467933,91762073.83704105,28186614.07570998,0.0 - 08/08 11:00:00,0.0,32762804.920255905,0.0,29956957.82392752,0.0,19704177.359021367,0.0,24033490.171081529,10218.62979767105,10058.655241905006,10071.616845849796,12124.014185856926,152902497.85661803,106457430.27428633,28186614.07570998,0.0 - 08/08 12:00:00,0.0,24694815.83416213,0.0,19340711.953146176,0.0,16684629.470804576,0.0,18803954.077617784,5100.446321704616,5020.597883051009,5027.067435865092,6051.48486469704,76318547.41914393,79524111.33573066,28186614.07570998,0.0 - 08/08 13:00:00,0.0,22507376.630834417,0.0,18900922.872984645,0.0,14036584.161113752,0.0,15685284.249953773,5133.441639124436,5053.076652621352,5059.588057645065,6090.63254930696,76812260.03531212,71130167.91488658,28186614.07570998,0.0 - 08/08 14:00:00,0.0,11769207.085717377,0.0,6931847.882928077,0.0,8305544.76021417,0.0,7689437.733745513,5119.622263522039,5039.473621922012,5045.967498052238,6074.236387672713,76605479.1762084,34696037.46260513,28186614.07570998,0.0 - 08/08 15:00:00,0.0,34702556.44685346,0.0,27093954.874846467,0.0,23623484.923991074,0.0,27412267.290791833,7631.038551824731,7511.573219727078,7521.2526485110379,9053.93594709051,114184081.32175207,112832263.53648283,28186614.07570998,0.0 - 08/08 16:00:00,0.0,47143981.82000749,0.0,45517664.675496008,0.0,39796603.521297577,0.0,46086282.08816598,12724.53719511863,12525.33219156898,12541.472360531896,15097.177656562424,190398669.85361494,178544532.10496707,28186614.07570998,0.0 - 08/08 17:00:00,0.0,36359576.78808516,0.0,36273169.05201032,0.0,37801202.9037785,0.0,43296284.50278885,12742.447795933389,12542.962398586764,12559.1252858709,15118.42790073947,190666668.17206989,153730233.24666284,35233267.594637479,0.0 - 08/08 18:00:00,0.0,15726486.182627576,0.0,14006646.485369113,0.0,17104332.79642523,0.0,18739097.654413355,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,65576563.11883527,14093307.03785499,0.0 - 08/08 19:00:00,0.0,44039262.219368938,0.0,47990764.56132217,0.0,47367495.77216618,0.0,58030739.04124522,17875.02289180661,17595.18607385315,17617.85926701262,21208.032329556852,267465962.02402524,197428261.5941025,63419881.67034747,0.0 - 08/08 20:00:00,0.0,47193692.76993454,0.0,44056805.76641662,0.0,51411941.24401185,0.0,59071926.06270038,10214.298795318064,10054.392042201804,10067.34815257864,12118.87561688963,152837692.58515729,201734365.84306339,63419881.67034747,69761869.8373822 - 08/08 21:00:00,0.0,41366136.4949882,0.0,38793862.88957751,0.0,45355019.14343587,0.0,52072209.293258678,10218.62979767105,10058.655241905006,10071.616845849796,12124.014185856926,152902497.85661803,177587227.82126028,49326574.63249246,69761869.8373822 - 08/08 22:00:00,0.0,35552655.95693268,0.0,33256730.291085043,0.0,39672669.88171621,0.0,45248676.518200557,5111.445831649906,5031.425193616149,5037.908698525017,6064.53536337002,76483134.31377994,153730732.6479345,35233267.594637479,69761869.8373822 - 08/08 23:00:00,0.0,31566462.850877249,0.0,29357888.35909841,0.0,36006504.56379196,0.0,40745181.39372537,5115.603666375993,5035.517936663957,5042.006715489979,6069.468475558214,76545348.45871732,137676037.167493,35233267.594637479,62010550.96656194 - 08/08 24:00:00,0.0,26189354.186738615,0.0,24197526.237458208,0.0,30620931.330692069,0.0,34324525.54652163,2557.28861832399,2517.2537879424078,2520.497526378924,3034.1253279335785,38264994.938084039,115332337.3014105,35233267.594637479,46507913.22492146 - 08/09 01:00:00,0.0,14387963.631287557,0.0,12396977.924891115,0.0,18668631.705895284,0.0,20168110.912568857,2559.3153509318697,2519.248791673225,2522.495100875674,3036.5299688076886,38295321.164238449,65621684.1746428,21139960.556782485,23253956.61246073 - 08/09 02:00:00,0.0,3709875.304353947,0.0,1404403.4917318207,0.0,9338549.54857548,0.0,8786649.412611902,1279.1553484127194,1259.129932807124,1260.7524502422664,1517.6689925302065,19140144.206372337,23239477.757273154,14093307.03785499,0.0 - 08/09 03:00:00,0.0,2670678.780467854,0.0,342877.9252826877,0.0,8812274.450985525,0.0,7866267.564975019,1279.4076021768386,1259.378237491508,1261.00107489258,1517.9682819922157,19143918.707591315,19692098.721711086,14093307.03785499,0.0 - 08/09 04:00:00,0.0,1400845.385838637,0.0,0.0,0.0,7698201.137501152,0.0,6515667.416859997,1279.9055658805099,1259.868405480503,1261.4918745130595,1518.5590969181783,19151369.7940521,15614713.940199789,14093307.03785499,0.0 - 08/09 05:00:00,0.0,240323.896654172,0.0,0.0,0.0,6534363.8276919689,0.0,5142309.3739081979,1280.3947885928477,1260.3499693200147,1261.9740588967305,1519.139540991588,19158690.08808425,11916997.098254338,14093307.03785499,0.0 - 08/09 06:00:00,0.0,26286855.647534208,0.0,34287025.01626672,0.0,31678958.927282536,0.0,36323535.97698672,1279.1553484127194,1259.129932807124,1260.7524502422664,1517.6689925302065,19140144.206372337,128576375.5680702,14093307.03785499,0.0 - 08/09 07:00:00,0.0,40921581.93259949,0.0,44186668.48061879,0.0,44060878.00136784,0.0,51302005.21828402,5109.314898835525,5029.327620952503,5035.808422924898,6062.007092928463,76451248.92830901,180471133.63287015,14093307.03785499,15502637.741640486 - 08/09 08:00:00,0.0,38436076.555701319,0.0,35450859.251369658,0.0,37564597.26394305,0.0,43144108.466329548,20470.521634829416,20150.051799864126,20176.01719828128,24287.49251187545,306302699.321461,154595641.53734357,56373228.15141996,38756594.35410121 - 08/09 09:00:00,0.0,28453608.623800044,0.0,25621597.349403316,0.0,28531431.47969424,0.0,31858001.55055008,17867.322939318095,17587.60666555727,17610.270091875533,21198.896629854487,267350746.77577938,114464639.00344768,56373228.15141996,38756594.35410121 - 08/09 10:00:00,0.0,13212197.045549103,0.0,11247235.02705955,0.0,10881134.375152853,0.0,11425792.787306708,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,46766359.23506821,28186614.07570998,0.0 - 08/09 11:00:00,0.0,18202641.449107708,0.0,15886976.413513869,0.0,13040476.022129525,0.0,14311022.502007379,10200.892643409232,10041.195766102019,10054.134871730184,12102.96972939408,152637094.83828787,61441116.38675848,28186614.07570998,0.0 - 08/09 12:00:00,0.0,21277895.649652207,0.0,17026871.133632859,0.0,13789269.537329853,0.0,15308486.039158542,5098.143391432224,5018.331005581644,5024.797637292732,6048.752525837101,76284088.41651732,67402522.35977346,28186614.07570998,0.0 - 08/09 13:00:00,0.0,29961658.080079054,0.0,20658734.128104677,0.0,14466486.841647983,0.0,17633950.415438855,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,82720829.46527057,28186614.07570998,0.0 - 08/09 14:00:00,0.0,48979201.83167345,0.0,36868546.833259198,0.0,23705838.3597253,0.0,30738503.4094639,5088.591177930326,5008.928333764081,5015.382849172822,6037.419189147505,76141157.58005303,140292090.43412186,28186614.07570998,0.0 - 08/09 15:00:00,0.0,55694312.9137575,0.0,45351753.80211662,0.0,33344366.094265324,0.0,41444499.88587383,7641.937518400841,7522.301560948239,7531.9948142948819,9066.867154893933,114347163.77473642,175834932.69601328,28186614.07570998,0.0 - 08/09 16:00:00,0.0,50539384.37304882,0.0,46766429.553459119,0.0,37642602.37439086,0.0,45002908.37217107,12727.575307898933,12528.322742126946,12544.466764719496,15100.782261404358,190444129.47413904,179951324.67306984,28186614.07570998,0.0 - 08/09 17:00:00,0.0,33168432.19092597,0.0,31350333.2731226,0.0,31072961.684026388,0.0,34669937.58052576,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,130261664.72860073,35233267.594637479,0.0 - 08/09 18:00:00,0.0,20272566.850634979,0.0,19027044.598552899,0.0,23159580.14242603,0.0,25919864.851852813,17855.54734887386,17576.01542417817,17598.663913998826,21184.92534129432,267174547.30204267,88379056.44346673,14093307.03785499,0.0 - 08/09 19:00:00,0.0,34498980.42666768,0.0,34102082.135067928,0.0,39219606.92410803,0.0,45631843.080996,17859.50258398787,17579.908739348622,17602.562246103258,21189.618076776485,267233729.92637844,153452512.56683965,63419881.67034747,0.0 - 08/09 20:00:00,0.0,37885433.625507798,0.0,33829510.09293742,0.0,44605699.89967935,0.0,49249558.382459688,10239.244527044078,10078.947243844024,10091.934996104475,12148.472775345426,153210958.3524168,165570202.00058425,63419881.67034747,69761869.8373822 - 08/09 21:00:00,0.0,31021332.942316139,0.0,27864424.174439685,0.0,37376018.19268275,0.0,41113809.142261449,10241.210168336072,10080.882112654901,10093.872358191304,12150.804933705236,153240370.46239505,137375584.4517,49326574.63249246,69761869.8373822 - 08/09 22:00:00,0.0,26870753.72270405,0.0,24164379.07427155,0.0,32669952.773926479,0.0,35935450.63423383,5122.5444647857179,5042.350075579771,5048.847658314128,6077.703467924789,76649204.39977587,119640536.20513593,35233267.594637479,69761869.8373822 - 08/09 23:00:00,0.0,24496403.818792814,0.0,21491850.82693458,0.0,30318586.85798151,0.0,33057559.060021804,5124.448769282119,5044.224567834035,5050.724566042987,6079.962852517997,76677698.72043769,109364400.56373072,35233267.594637479,62010550.96656194 - 08/09 24:00:00,0.0,17400274.708399103,0.0,13886897.325775411,0.0,23860540.073445407,0.0,25312035.46999765,2567.1461300615944,2526.956978494843,2530.2132204827705,3045.82088932589,38412493.98611435,80459747.57761756,35233267.594637479,46507913.22492146 - 08/10 01:00:00,0.0,2374685.094546469,0.0,43320.02351544624,0.0,10963613.662013095,0.0,9341438.438390844,2568.8029230212216,2528.5878340516126,2531.8461775633829,3047.7866109288127,38437284.76403411,22723057.218465855,21139960.556782485,23253956.61246073 - 08/10 02:00:00,0.0,0.0,0.0,0.0,0.0,62333.849579798676,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,62333.849579798676,14093307.03785499,0.0 - 08/10 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.1628723732729,1267.996442299723,1269.6303851373323,1528.3560758710754,19274924.79245305,0.0,14093307.03785499,0.0 - 08/10 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.6190426580759,1268.4454711536189,1270.079992610738,1528.8973045009037,19281750.51932401,0.0,14093307.03785499,0.0 - 08/10 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.9919272181049,1269.796862949749,1271.4331258131313,1530.5261796251526,19302293.144182095,0.0,14093307.03785499,0.0 - 08/10 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.195499306283,1269.0129032654605,1270.648155916772,1529.5812483092983,19290376.10447213,0.0,14093307.03785499,0.0 - 08/10 07:00:00,0.0,15412492.854439568,0.0,19820329.875405376,0.0,30534757.537867376,0.0,27865131.27042579,1287.3573194364238,1267.203500444376,1268.8364214954709,1527.4003180613498,19262871.213975435,93632711.5381381,14093307.03785499,15502637.741640486 - 08/10 08:00:00,0.0,53717640.99155974,0.0,51264250.03414206,0.0,54412408.68226945,0.0,61882770.80866486,5146.688986256335,5066.116610062611,5072.644818402448,6106.35002099663,77010481.56858488,221277070.51663608,56373228.15141996,38756594.35410121 - 08/10 09:00:00,0.0,72519609.42115245,0.0,55457258.285533297,0.0,53350738.11561303,0.0,63062492.77468622,12849.993677843053,12648.824629652467,12665.123931226466,15246.026984346594,192275889.2030469,244390098.59698499,56373228.15141996,38756594.35410121 - 08/10 10:00:00,0.0,64827409.228095229,0.0,38567662.37121075,0.0,31873966.018354708,0.0,37859086.52346502,12818.098246968028,12617.428527697877,12633.687372189974,15208.184273136822,191798634.31197373,173128124.1411257,28186614.07570998,0.0 - 08/10 11:00:00,0.0,73582754.95659316,0.0,37661649.95231125,0.0,27989734.456875814,0.0,33750868.80066301,12799.055658805099,12598.68405480503,12614.918745130595,15185.590969181783,191513697.94052104,172985008.16644324,28186614.07570998,0.0 - 08/10 12:00:00,0.0,76697029.42428203,0.0,35469726.233838688,0.0,23774889.6856026,0.0,30917696.502191016,7671.865854971969,7551.7613638272209,7561.492579136771,9102.375983800735,114794984.81425211,166859341.8459143,28186614.07570998,0.0 - 08/10 13:00:00,0.0,82924512.99641097,0.0,41795141.136666189,0.0,27174136.681509794,0.0,37713590.27685452,7650.669482556924,7530.896824576512,7540.601153797639,9077.227297045561,114477821.1287159,189607381.09144149,28186614.07570998,0.0 - 08/10 14:00:00,0.0,88450200.77368483,0.0,53192704.184637378,0.0,36781535.86062793,0.0,48233275.639501918,7647.215087148336,7527.496508372463,7537.196455939098,9073.128788755654,114426132.62477598,226657716.45845206,28186614.07570998,0.0 - 08/10 15:00:00,0.0,86867664.23810166,0.0,61244651.26329702,0.0,47019102.15322627,0.0,58295498.38906733,7634.722317071179,7515.199314941387,7524.883416319138,9058.306593937456,114239201.91216897,253426916.0436923,28186614.07570998,0.0 - 08/10 16:00:00,0.0,77780329.00570175,0.0,63388014.108321469,0.0,53055488.59386034,0.0,63029522.61995107,17810.06912275614,17531.24916817428,17553.839972104877,21130.967162016263,266494051.53018565,257253354.32783468,28186614.07570998,0.0 - 08/10 17:00:00,0.0,66246815.07283023,0.0,60661249.48589308,0.0,54182090.78801756,0.0,63454019.87640607,22909.635554218075,22550.980935828502,22580.04017649509,27181.40807052784,342799433.0534502,244544175.22314696,35233267.594637479,0.0 - 08/10 18:00:00,0.0,58133641.116928528,0.0,54276620.12880924,0.0,50425623.26880954,0.0,60960221.19011529,17851.562125966153,17572.092590678527,17594.736025527825,21180.19702643964,267114915.96700374,223796105.70466263,14093307.03785499,0.0 - 08/10 19:00:00,0.0,51776709.8974992,0.0,48984695.0455158,0.0,47713299.16444267,0.0,57514827.78990252,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,205989531.8973602,63419881.67034747,0.0 - 08/10 20:00:00,0.0,44336656.521011929,0.0,37656532.84817278,0.0,44401269.032221827,0.0,50143188.39777091,15440.066958769004,15198.349830187828,15217.934455207345,18319.050062989896,231031444.70575468,176537646.79917748,63419881.67034747,69761869.8373822 - 08/10 21:00:00,0.0,35657183.3510873,0.0,29502626.7383064,0.0,37390360.13272439,0.0,41504781.477999258,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,192653495.5994278,144054951.70011736,49326574.63249246,69761869.8373822 - 08/10 22:00:00,0.0,28376494.98829537,0.0,22557514.31562295,0.0,31310327.152933007,0.0,33971810.41130218,10306.537564683265,10145.186796425467,10158.25990511035,12228.313395771156,154217871.58316488,116216146.86815351,35233267.594637479,69761869.8373822 - 08/10 23:00:00,0.0,26603263.539193456,0.0,21247746.136651543,0.0,29873960.47783839,0.0,32417496.885278785,7713.463002151948,7592.7072999081569,7602.491278235613,9151.729411069056,115417407.56891319,110142467.03896217,35233267.594637479,62010550.96656194 - 08/10 24:00:00,0.0,17634112.928020248,0.0,12286505.838714835,0.0,22315716.403565363,0.0,22815599.289593046,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,75051934.4598935,35233267.594637479,46507913.22492146 - 08/11 01:00:00,0.0,4821239.505769573,0.0,0.0,0.0,10541826.66562153,0.0,8437522.86790549,2578.1095866584848,2537.7488001334779,2541.018948485085,3058.8286120772338,38576541.41047541,23800589.03929659,21139960.556782485,23253956.61246073 - 08/11 02:00:00,0.0,0.0,0.0,0.0,0.0,398666.0548041503,0.0,0.0,1291.435370197342,1271.2177085598726,1272.8558023278459,1532.2387696204117,19323891.5425397,398666.0548041503,14093307.03785499,0.0 - 08/11 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8873470694787,1271.6626096497597,1273.3012767181975,1532.7750229261838,19330654.52290903,0.0,14093307.03785499,0.0 - 08/11 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 08/11 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,19338676.823948724,0.0,14093307.03785499,0.0 - 08/11 06:00:00,0.0,0.0,0.0,0.0,0.0,2699760.2596838839,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710606,1531.8843216120268,19319421.40707041,2699760.2596838839,14093307.03785499,0.0 - 08/11 07:00:00,0.0,20993236.892790006,0.0,23345783.520788079,0.0,33844901.792358089,0.0,32147090.64267525,1288.469252833348,1268.2980263165405,1269.9323577759377,1528.7195845916934,19279509.19746307,110331012.84861143,14093307.03785499,15502637.741640486 - 08/11 08:00:00,0.0,64295923.29160015,0.0,60742195.47137785,0.0,63090588.85913835,0.0,72345759.37438564,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,260474466.99650199,56373228.15141996,38756594.35410121 - 08/11 09:00:00,0.0,81692512.87702511,0.0,64537418.75982841,0.0,60079070.7246059,0.0,72095102.99456147,5122.5444647857179,5042.350075579771,5048.847658314128,6077.703467924789,76649204.39977587,278404105.3560209,56373228.15141996,38756594.35410121 - 08/11 10:00:00,0.0,76786351.9837189,0.0,50139542.77530788,0.0,40898208.710625249,0.0,49292925.72928367,7660.724096488548,7540.7940316513499,7550.511114433981,9089.156712667225,114628269.43886797,217117029.19893573,28186614.07570998,0.0 - 08/11 11:00:00,0.0,83785697.66153103,0.0,49633625.53665207,0.0,37335368.73333388,0.0,45686972.116939339,7641.937518400841,7522.301560948239,7531.9948142948819,9066.867154893933,114347163.77473642,216441664.0484563,28186614.07570998,0.0 - 08/11 12:00:00,0.0,85604654.62774314,0.0,47289901.23807531,0.0,33100679.122617496,0.0,42813495.37325737,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,208808730.36169333,28186614.07570998,0.0 - 08/11 13:00:00,0.0,90925961.14138875,0.0,52383229.62369758,0.0,35435424.32707178,0.0,48074399.91057864,5074.5758621946729,4995.132430410824,5001.569168389975,6020.790552024643,75931444.8468724,226819015.00273676,28186614.07570998,0.0 - 08/11 14:00:00,0.0,97891366.37830088,0.0,63830641.455651577,0.0,44750654.006927859,0.0,58415299.805440697,7609.877461428549,7490.743410148646,7500.395997596909,9028.82912110392,113867445.56500089,264887961.646321,28186614.07570998,0.0 - 08/11 15:00:00,0.0,100551063.76977931,0.0,74219668.07465352,0.0,56233908.84229934,0.0,70357005.24020836,10133.012700962638,9974.378496817417,9987.231501574213,12022.432768817896,151621399.6854198,301361645.92694059,28186614.07570998,0.0 - 08/11 16:00:00,0.0,91717623.4876692,0.0,76637854.9859939,0.0,62987195.615920748,0.0,75821573.27247636,12673.073129953884,12474.673805944998,12490.748696407445,15036.117507748591,189628607.30419774,307164247.3620602,28186614.07570998,0.0 - 08/11 17:00:00,0.0,84787037.55826143,0.0,78363082.56403148,0.0,68634559.38820341,0.0,81515429.212266,15215.757370897,14977.551850758871,14996.851955045515,18052.915299403125,227675075.31397624,313300108.72276237,35233267.594637479,0.0 - 08/11 18:00:00,0.0,73762281.23835962,0.0,68502605.38304535,0.0,62045456.95399119,0.0,75663571.04028756,17788.211931208738,17509.734155038008,17532.297234678186,21105.034438585564,266166999.93423779,279973914.6156837,14093307.03785499,0.0 - 08/11 19:00:00,0.0,66905143.64176637,0.0,62958484.95397399,0.0,58610342.61855456,0.0,71420213.79127403,10212.107419712329,10052.234972989976,10065.188303762967,12116.275633383377,152804902.7874551,259894185.00556899,63419881.67034747,0.0 - 08/11 20:00:00,0.0,63854445.89923199,0.0,56702463.367844257,0.0,58539265.494231808,0.0,68617232.78964342,7647.215087148336,7527.496508372463,7537.196455939098,9073.128788755654,114426132.62477598,247713407.55095149,63419881.67034747,69761869.8373822 - 08/11 21:00:00,0.0,54007971.28237289,0.0,47478603.97893491,0.0,50504253.03747431,0.0,58694091.549001287,5132.582144513954,5052.230613559336,5058.740928375364,6089.612791760549,76799399.32155314,210684919.84778343,49326574.63249246,69761869.8373822 - 08/11 22:00:00,0.0,44158212.835725057,0.0,37622558.8080964,0.0,42576882.18118482,0.0,48628525.17365204,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,172986178.9986583,35233267.594637479,69761869.8373822 - 08/11 23:00:00,0.0,42780700.00037216,0.0,36866889.01448086,0.0,41408054.64346749,0.0,47451114.67671846,5122.5444647857179,5042.350075579771,5048.847658314128,6077.703467924789,76649204.39977587,168506758.33503897,35233267.594637479,62010550.96656194 - 08/11 24:00:00,0.0,39642048.82666443,0.0,34227440.176756057,0.0,38197632.26717068,0.0,43700738.825540099,5128.151858906457,5047.869684899492,5054.374380213832,6084.356427001652,76733108.46367717,155767860.09613128,35233267.594637479,46507913.22492146 - 08/12 01:00:00,0.0,27176308.615758338,0.0,21810396.001152539,0.0,26492616.996393298,0.0,29367490.990841368,2566.720819562218,2526.538326310676,2529.7940288225329,3045.31627465348,38406130.01765606,104846812.60414556,21139960.556782485,23253956.61246073 - 08/12 02:00:00,0.0,11677255.067555389,0.0,6242052.322637079,0.0,12805659.726918638,0.0,12264670.14553185,1287.1894322950385,1267.0382416075084,1268.6709497057244,1527.2011263767423,19260359.099946049,42989637.26264295,14093307.03785499,0.0 - 08/12 03:00:00,0.0,5546088.346180512,0.0,557280.823702425,0.0,8217029.753789766,0.0,6510347.310455805,1287.5229498238005,1267.36653785714,1268.9996689985822,1527.5968321934716,19265349.559942783,20830746.23412851,14093307.03785499,0.0 - 08/12 04:00:00,0.0,306798.9514144346,0.0,0.0,0.0,1771813.614430326,0.0,555070.5991405329,1291.8873470694787,1271.6626096497597,1273.3012767181975,1532.7750229261838,19330654.52290903,2633683.1649852937,14093307.03785499,0.0 - 08/12 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.4772555802802,1270.2745934058769,1271.9114718737126,1531.1020032007512,19309555.166618237,0.0,14093307.03785499,0.0 - 08/12 06:00:00,0.0,9365131.48862702,0.0,10734677.781433683,0.0,16006017.34753046,0.0,13023791.279235632,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.2220169729949,19298457.184527428,49129617.896826799,14093307.03785499,0.0 - 08/12 07:00:00,0.0,31208257.690014226,0.0,31624964.832111319,0.0,33669893.897210668,0.0,37222023.704502198,5150.091799295202,5069.46615142856,5075.998675994329,6110.387328773886,77061398.23977113,133725140.1238384,14093307.03785499,15502637.741640486 - 08/12 08:00:00,0.0,53902696.045952688,0.0,49688387.06523897,0.0,48573512.0118061,0.0,55741231.34968561,20566.188872141847,20244.221348729723,20270.308094222277,24400.99803710369,307734178.86791118,207905826.47268335,56373228.15141996,38756594.35410121 - 08/12 09:00:00,0.0,49061017.52644601,0.0,44203466.62568715,0.0,38934054.03668484,0.0,45015532.130230668,17970.02291043116,17688.698849463897,17711.49254337939,21320.74622528123,268887457.90280047,177214070.3190487,56373228.15141996,38756594.35410121 - 08/12 10:00:00,0.0,28320835.4242445,0.0,23608676.435049807,0.0,18714612.51079797,0.0,20388627.605209777,12815.794811422056,12615.161152865083,12631.417075613283,15205.451334789068,191764167.74888218,91032751.97530206,28186614.07570998,0.0 - 08/12 11:00:00,0.0,15033689.497832276,0.0,10527036.365226813,0.0,11594706.633241803,0.0,10744357.906801194,10259.901003814908,10099.280339617546,10112.294293147253,12172.980896527823,153520043.51918713,47899790.403102088,28186614.07570998,0.0 - 08/12 12:00:00,0.0,14060183.762136665,0.0,8446625.140590817,0.0,8948072.90999511,0.0,7965431.362699872,5126.3179245688229,5046.064461146034,5052.566830245312,6082.180533915627,76705667.09955287,39420313.17542246,28186614.07570998,0.0 - 08/12 13:00:00,0.0,26193723.339045604,0.0,16225058.18937714,0.0,12292801.191336107,0.0,14193138.116880853,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,68904720.8366397,28186614.07570998,0.0 - 08/12 14:00:00,0.0,43608750.686117809,0.0,31583127.598900264,0.0,21370004.00541699,0.0,27093541.438340215,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,123655423.72877527,28186614.07570998,0.0 - 08/12 15:00:00,0.0,61075740.427242297,0.0,48139346.247400369,0.0,33950749.06567131,0.0,42545068.643375869,7613.837661979662,7494.6416130213569,7504.2992237019029,9033.527747887667,113926702.4877261,185710904.38368986,28186614.07570998,0.0 - 08/12 16:00:00,0.0,63180764.89018517,0.0,54350906.20093696,0.0,43174731.912070367,0.0,51027148.63234038,12712.173663425332,12513.162213270754,12529.28669997447,15082.508798153343,190213672.94936604,211733551.63553287,28186614.07570998,0.0 - 08/12 17:00:00,0.0,57805954.923287909,0.0,56917146.30050687,0.0,49932869.3754959,0.0,57556013.41579234,12739.515803918226,12540.07630745356,12556.235475714695,15114.949204134495,190622796.44839553,222211984.015083,35233267.594637479,0.0 - 08/12 18:00:00,0.0,40526798.499179918,0.0,39933514.76134032,0.0,39047556.443780157,0.0,46042971.0160623,17875.02289180661,17595.18607385315,17617.85926701262,21208.032329556852,267465962.02402524,165550840.7203627,14093307.03785499,0.0 - 08/12 19:00:00,0.0,44906366.41299523,0.0,44844030.856596607,0.0,46201312.60903897,0.0,54755654.007768828,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,190707363.88639964,63419881.67034747,0.0 - 08/12 20:00:00,0.0,44596147.98171802,0.0,40798921.88294614,0.0,48579318.66718331,0.0,54822662.20178984,10256.303717812914,10095.739369798985,10108.748760427665,12168.712854003305,153466216.92735435,188797050.73363734,63419881.67034747,69761869.8373822 - 08/12 21:00:00,0.0,37082754.99184942,0.0,33530543.308209246,0.0,42071286.70587236,0.0,46898718.153158809,10258.111192340759,10097.518547975913,10110.530231257271,12170.857353535048,153493262.37039239,159583303.15908984,49326574.63249246,69761869.8373822 - 08/12 22:00:00,0.0,29634383.78684954,0.0,26810489.479602137,0.0,35307825.47213999,0.0,39145515.41428363,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,130898214.1528753,35233267.594637479,69761869.8373822 - 08/12 23:00:00,0.0,26214737.04934524,0.0,23664889.99255678,0.0,31992514.797642717,0.0,35387316.12947759,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,117259457.96902234,35233267.594637479,62010550.96656194 - 08/12 24:00:00,0.0,18935328.803047219,0.0,16066792.411406022,0.0,25256702.58885675,0.0,26758666.606492059,2572.632404833535,2532.3573646117658,2535.6205655484106,3052.330144918815,38494585.727685097,87017490.40980204,35233267.594637479,46507913.22492146 - 08/13 01:00:00,0.0,7135078.389983861,0.0,4114741.4921223118,0.0,13550759.319932124,0.0,12797008.129710578,2569.604594587461,2529.3769552999317,2532.636315674974,3048.7377636404714,38449280.265130218,37597587.33174887,21139960.556782485,23253956.61246073 - 08/13 02:00:00,0.0,0.0,0.0,0.0,0.0,4159217.2461272247,0.0,1506359.0265367209,1285.3868045088655,1265.2638342956078,1266.8942558888924,1525.0623773189807,19233386.179244449,5665576.272663945,14093307.03785499,0.0 - 08/13 03:00:00,0.0,0.0,0.0,0.0,0.0,2262734.6459719699,0.0,0.0,1286.495348732047,1266.3550240521768,1267.986851754838,1526.3776227240513,19249973.450147205,2262734.6459719699,14093307.03785499,0.0 - 08/13 04:00:00,0.0,0.0,0.0,0.0,0.0,256096.72755963516,0.0,0.0,1287.5229498238005,1267.36653785714,1268.9996689985822,1527.5968321934716,19265349.559942783,256096.72755963516,14093307.03785499,0.0 - 08/13 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.1628723732729,1267.996442299723,1269.6303851373323,1528.3560758710754,19274924.79245305,0.0,14093307.03785499,0.0 - 08/13 06:00:00,0.0,0.0,0.0,0.0,0.0,6380892.528386904,0.0,0.0,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,6380892.528386904,14093307.03785499,0.0 - 08/13 07:00:00,0.0,24365338.779673414,0.0,25669911.680488334,0.0,31766815.78179503,0.0,36423778.704572279,5134.2922601231889,5053.913956989686,5060.426440965541,6091.64177865178,76824987.9722287,118225844.94652906,14093307.03785499,15502637.741640486 - 08/13 08:00:00,0.0,51767882.19542296,0.0,48291700.25266938,0.0,49413428.95887263,0.0,57911208.90904917,20486.31661748556,20165.599509120235,20191.584942347687,24306.23265586541,306539041.409348,207384220.31601418,56373228.15141996,38756594.35410121 - 08/13 09:00:00,0.0,70337391.39680153,0.0,58357132.97318509,0.0,54204567.42489637,0.0,65058332.1888535,17871.187984496573,17591.411202732455,17614.07953158519,21203.482358420908,267408579.87804646,247957423.98373652,56373228.15141996,38756594.35410121 - 08/13 10:00:00,0.0,81653242.78382397,0.0,52391846.64919895,0.0,39462650.61982016,0.0,48427855.17492593,12736.562530668069,12537.169268247068,12553.324690491469,15111.445258156555,190578606.29122735,221935595.22776903,28186614.07570998,0.0 - 08/13 11:00:00,0.0,95252009.30503638,0.0,56669710.66236142,0.0,37853968.82551694,0.0,47951699.30970648,10141.156646040641,9982.394946915972,9995.258281686944,12032.095248779451,151743258.44432283,237727388.1026212,28186614.07570998,0.0 - 08/13 12:00:00,0.0,89370404.5825715,0.0,55612762.112570349,0.0,34407265.27964253,0.0,46378092.764677558,5070.578323020321,4991.197473457986,4997.629140843472,6016.047624389726,75871629.22216141,225768524.7394619,28186614.07570998,0.0 - 08/13 13:00:00,0.0,91980735.12368477,0.0,59525334.06876893,0.0,37868034.89821343,0.0,53207470.8593174,5059.5552800734299,4980.346998304775,4986.76468374554,6002.969204708657,75706690.20059665,242581574.94998456,28186614.07570998,0.0 - 08/13 14:00:00,0.0,95043875.0503869,0.0,70815502.04166037,0.0,48675069.713883098,0.0,65223495.09118591,5039.011913761323,4960.125242224646,4966.51686986871,5978.5952847678449,75399297.51824108,279757941.8971163,28186614.07570998,0.0 - 08/13 15:00:00,0.0,97772850.0817269,0.0,79904355.2548807,0.0,61101575.121567498,0.0,77926895.77950682,7537.467601263917,7419.467139852937,7429.0278805519069,8942.917586072872,112783968.74786988,316705676.2376819,28186614.07570998,0.0 - 08/13 16:00:00,0.0,88976112.96590725,0.0,79825296.07197203,0.0,66135356.792731408,0.0,79057812.8508534,12578.23625336292,12381.321618348868,12397.276214989337,14923.59717381955,188209552.53787444,313994578.6814641,28186614.07570998,0.0 - 08/13 17:00:00,0.0,82482512.46374731,0.0,80632022.35251233,0.0,68830146.9034918,0.0,82672754.17927215,12605.108022690612,12407.772705114814,12423.761386680386,14955.479502368362,188611637.82067506,314617435.8990236,35233267.594637479,0.0 - 08/13 18:00:00,0.0,68010390.24636865,0.0,66578773.848409067,0.0,57958645.436434689,0.0,71836741.55431757,17708.443480257,17431.214494066706,17453.676393109392,21010.392216480297,264973415.70208825,264384551.0855299,14093307.03785499,0.0 - 08/13 19:00:00,0.0,66380322.24184148,0.0,64721554.43378317,0.0,58379129.13824069,0.0,71719124.14182061,17742.302381935435,17464.543328322994,17487.04817497042,21050.564510848024,265480050.22587676,261200129.95568598,63419881.67034747,0.0 - 08/13 20:00:00,0.0,71634538.24305317,0.0,67570612.8645208,0.0,67041032.072598177,0.0,79949124.58981458,10154.398731402505,9995.429724961188,10008.309856374102,12047.80647757983,151941401.24514348,286195307.76998677,63419881.67034747,69761869.8373822 - 08/13 21:00:00,0.0,66066927.02853922,0.0,62939003.25774742,0.0,61750009.929683048,0.0,73920658.5145806,10143.838247264666,9985.034567172585,9997.901303363677,12035.276866268747,151783383.54265083,264676598.7305503,49326574.63249246,69761869.8373822 - 08/13 22:00:00,0.0,58246041.056307289,0.0,55530227.55709711,0.0,54987166.43185581,0.0,65635362.34229448,5083.612063458821,5004.02716825848,5010.475368015215,6031.511659891547,76066654.53464663,234398797.38755466,35233267.594637479,69761869.8373822 - 08/13 23:00:00,0.0,50097009.74516417,0.0,47384145.7383823,0.0,48489432.59342461,0.0,57295497.918044697,5099.299129572484,5019.468650425714,5025.936748108302,6050.1237650232819,76301381.85526721,203266085.99501578,35233267.594637479,62010550.96656194 - 08/13 24:00:00,0.0,39748398.97240563,0.0,36789288.4089298,0.0,39385559.90281062,0.0,45820746.83083986,2555.722915824953,2515.7125968080747,2518.9543492625086,3032.26768168501,38241567.15688997,161743994.11498589,35233267.594637479,46507913.22492146 - 08/14 01:00:00,0.0,25312823.53983663,0.0,22884445.107448948,0.0,25873221.243016147,0.0,29568640.104587944,2555.722915824953,2515.7125968080747,2518.9543492625086,3032.26768168501,38241567.15688997,103639129.99488965,21139960.556782485,23253956.61246073 - 08/14 02:00:00,0.0,12674175.661809832,0.0,10701716.328304844,0.0,14104347.141005109,0.0,15420258.409370939,1280.3947885928477,1260.3499693200147,1261.9740588967305,1519.139540991588,19158690.08808425,52900497.54049072,14093307.03785499,0.0 - 08/14 03:00:00,0.0,8100190.91567922,0.0,6193383.441212815,0.0,10601594.21198011,0.0,11045864.343633313,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,35941032.912505459,14093307.03785499,0.0 - 08/14 04:00:00,0.0,5087753.843042348,0.0,3059087.928815794,0.0,8358336.732943883,0.0,8078688.429475073,1283.5730650307972,1263.4784892474216,1265.1066102413852,1522.910444662945,19206246.993057178,24583866.934277096,14093307.03785499,0.0 - 08/14 05:00:00,0.0,1229106.1251239649,0.0,129790.35323407444,0.0,5316744.563060082,0.0,4131355.2016512809,1285.7652898686623,1265.6363943964908,1267.2672960714916,1525.5114357507053,19239049.49791446,10806996.243069403,14093307.03785499,0.0 - 08/14 06:00:00,0.0,20377254.952179076,0.0,26610654.654763018,0.0,26378044.11945338,0.0,29074360.521263694,1284.8022972937307,1264.6884776499658,1266.318157837487,1524.3688818202357,19224640.132565109,102440314.24765916,14093307.03785499,0.0 - 08/14 07:00:00,0.0,46022866.236563798,0.0,50140754.13370757,0.0,48551499.59853934,0.0,57722262.569533977,5121.57915437139,5041.399877280059,5047.896235586922,6076.558163966352,76634760.352337,202437382.53834469,14093307.03785499,15502637.741640486 - 08/14 08:00:00,0.0,86634988.93094488,0.0,84287158.4055031,0.0,76277991.17308282,0.0,92407290.91883114,20401.785286818464,20082.391532204038,20108.26974346037,24205.93945878816,305274189.6765757,339607429.4283619,56373228.15141996,38756594.35410121 - 08/14 09:00:00,0.0,105535065.34853173,0.0,89491490.62569927,0.0,76773370.62540251,0.0,93813379.39975074,17770.197779954382,17492.002018682073,17514.542248654678,21083.6613357647,265897452.179001,365613305.99938419,56373228.15141996,38756594.35410121 - 08/14 10:00:00,0.0,98649400.74193213,0.0,74107075.3376667,0.0,56354707.55114069,0.0,70571337.78512842,12655.900740543218,12457.77025349406,12473.823362003866,15015.74312322324,189371654.9253518,299682521.4158679,28186614.07570998,0.0 - 08/14 11:00:00,0.0,104146579.6263788,0.0,72831719.77537388,0.0,52727298.570768747,0.0,67284654.92500861,10096.019450590538,9937.964382680977,9950.770464134997,11978.54168937058,151067865.55239753,296990252.8975301,28186614.07570998,0.0 - 08/14 12:00:00,0.0,99939946.98921868,0.0,70442535.79423186,0.0,49399943.37844069,0.0,65022088.24212833,5035.948748357634,4957.110031246785,4963.4977734837489,5974.96095594458,75353463.03251788,284804514.4040196,28186614.07570998,0.0 - 08/14 13:00:00,0.0,100949442.21737184,0.0,75261019.11688036,0.0,51836863.527262318,0.0,69613709.72932075,5032.853830431417,4954.063564838059,4960.447381392109,5971.288953965403,75307153.43025717,297661034.5908353,28186614.07570998,0.0 - 08/14 14:00:00,0.0,103528401.57757847,0.0,84032713.29826501,0.0,60439229.89296182,0.0,78046328.82532889,4998.47073614475,4920.21874430661,4926.558948354937,5930.49472507767,74792675.35398229,326046673.59413418,28186614.07570998,0.0 - 08/14 15:00:00,0.0,104157650.66829975,0.0,88101207.83847924,0.0,66083683.94911462,0.0,83222217.37414715,7492.529256757327,7375.232313512838,7384.736053123113,8889.599955717873,112111551.28480014,341564759.8300407,28186614.07570998,0.0 - 08/14 16:00:00,0.0,101287683.98354294,0.0,92459626.41009352,0.0,71589313.88304453,0.0,88540490.52420663,12496.176840361875,12300.546860766523,12316.397370887338,14826.236812694176,186981688.3849557,353877114.8008876,28186614.07570998,0.0 - 08/14 17:00:00,0.0,90321266.67465753,0.0,88951278.57632026,0.0,73419574.10664477,0.0,89710872.33450663,12513.205314624603,12317.30875108801,12333.180860615355,14846.44044739008,187236487.345385,342402991.6921292,35233267.594637479,0.0 - 08/14 18:00:00,0.0,78996081.95335296,0.0,78527767.30448637,0.0,65833772.469908509,0.0,82629605.58606653,17570.55659584352,17295.486254551495,17317.77325390407,20846.794691589665,262910198.8651995,305987227.31381437,14093307.03785499,0.0 - 08/14 19:00:00,0.0,79592380.0186676,0.0,79823086.85235222,0.0,69155612.94720786,0.0,86447047.1884966,17688.46583360053,17411.549601195475,17433.98616001654,20986.689501316054,264674487.94606299,315018127.00672426,63419881.67034747,0.0 - 08/14 20:00:00,0.0,76609784.43350382,0.0,72713580.51192069,0.0,70256912.34104634,0.0,84357286.3466798,10172.236919457151,10012.988652854128,10025.891410737835,12068.970806781168,152208316.04338903,303937563.6331507,63419881.67034747,69761869.8373822 - 08/14 21:00:00,0.0,66792338.78336218,0.0,63343066.826068099,0.0,62124061.588639508,0.0,74364065.06407444,10200.892643409232,10041.195766102019,10054.134871730184,12102.96972939408,152637094.83828787,266623532.2621442,49326574.63249246,69761869.8373822 - 08/14 22:00:00,0.0,59294647.34287618,0.0,56082872.84101615,0.0,55760690.40756891,0.0,66459225.53474748,5103.836512387709,5023.93499966652,5030.408852695975,6055.507196530997,76369275.22061233,237597436.12620873,35233267.594637479,69761869.8373822 - 08/14 23:00:00,0.0,53207629.26556483,0.0,49616317.14543339,0.0,50297867.838703159,0.0,59402445.07140147,5116.6213936508779,5036.519731228496,5043.0098009690659,6070.675970120826,76560576.82548934,212524259.32110287,35233267.594637479,62010550.96656194 - 08/14 24:00:00,0.0,42298241.29028982,0.0,38682406.62993221,0.0,40965260.500698748,0.0,47806597.60793026,2563.619649393605,2523.485705539576,2526.7374744379947,3041.6368546273645,38359726.86239474,169752506.02885104,35233267.594637479,46507913.22492146 - 08/15 01:00:00,0.0,23493416.85882461,0.0,19932586.270782778,0.0,24001228.65256527,0.0,26880927.80378864,2573.3444931281676,2533.0583050313055,2536.322409201224,3053.175010498315,38505240.78429244,94308159.5859613,21139960.556782485,23253956.61246073 - 08/15 02:00:00,0.0,9207850.660469372,0.0,5890121.984309457,0.0,11133566.499551896,0.0,11086479.45713337,1287.1894322950385,1267.0382416075084,1268.6709497057244,1527.2011263767423,19260359.099946049,37318018.60146409,14093307.03785499,0.0 - 08/15 03:00:00,0.0,5623895.731179983,0.0,1978380.802518643,0.0,8624229.151441042,0.0,7712373.662442869,1287.8474340011817,1267.6859421741918,1269.3194849006973,1527.9818202836119,19270204.852894859,23938879.347582539,14093307.03785499,0.0 - 08/15 04:00:00,0.0,1125291.2905920419,0.0,0.0,0.0,5216720.717869791,0.0,3059739.3139181549,1288.9118143106217,1268.7336594113274,1270.3685522284314,1529.244666890868,19286131.294228496,9401751.322379988,14093307.03785499,0.0 - 08/15 05:00:00,0.0,0.0,0.0,0.0,0.0,3172234.1314037756,0.0,388765.3600469191,1288.6190426580759,1268.4454711536189,1270.079992610738,1528.8973045009037,19281750.51932401,3560999.4914506946,14093307.03785499,0.0 - 08/15 06:00:00,0.0,23566265.52655326,0.0,28155585.0709695,0.0,29706237.05924633,0.0,33181363.637346858,1286.6722465640838,1266.5291525156527,1268.161204600612,1526.5875052491575,19252620.39214622,114609451.29411593,14093307.03785499,0.0 - 08/15 07:00:00,0.0,55794925.46098628,0.0,60337915.24478397,0.0,55030228.66053367,0.0,66322207.076220829,5129.950501907454,5049.640169808773,5056.147146573627,6086.490448263911,76760021.75959356,237485276.44252474,14093307.03785499,15502637.741640486 - 08/15 08:00:00,0.0,90536107.179804,0.0,87848118.1209332,0.0,80258395.60060388,0.0,97154393.72259724,20401.785286818464,20082.391532204038,20108.26974346037,24205.93945878816,305274189.6765757,355797014.6239383,56373228.15141996,38756594.35410121 - 08/15 09:00:00,0.0,107497900.65270037,0.0,91751864.45531173,0.0,79039510.62607733,0.0,96344405.72996561,17770.197779954382,17492.002018682073,17514.542248654678,21083.6613357647,265897452.179001,374633681.464055,56373228.15141996,38756594.35410121 - 08/15 10:00:00,0.0,102792795.82110928,0.0,77685191.70400568,0.0,59131361.4473888,0.0,73991776.66278923,12645.351295663126,12447.385962141565,12463.425689432059,15003.226609570078,189213802.40450458,313601125.63529297,28186614.07570998,0.0 - 08/15 11:00:00,0.0,115073286.26871845,0.0,80119176.79774502,0.0,58139299.74377553,0.0,74716698.24340844,10049.956801685223,9892.622853137253,9905.370507402542,11923.890114763828,150378624.99715985,328048461.0536474,28186614.07570998,0.0 - 08/15 12:00:00,0.0,125300534.3715159,0.0,84398990.20931462,0.0,56760838.54222926,0.0,76745457.58915633,5000.184992413368,4921.906163573548,4928.248542033831,5932.528624703201,74818325.96180621,343205820.71221616,28186614.07570998,0.0 - 08/15 13:00:00,0.0,135100420.82349218,0.0,95823316.01837294,0.0,63129111.55543037,0.0,87480183.89843177,4989.786108195722,4911.6700758282399,4917.999264044686,5920.190745528777,74662726.29695073,381533032.29572728,28186614.07570998,0.0 - 08/15 14:00:00,0.0,131778485.73187077,0.0,102182419.64517135,0.0,72751977.01359084,0.0,93873986.1051096,4979.117403943153,4901.168392130989,4907.484047856107,5907.532735182582,74503089.28480619,400586868.49574258,28186614.07570998,0.0 - 08/15 15:00:00,0.0,128699149.21955049,0.0,109263284.53936869,0.0,79561631.98987626,0.0,101264949.66755413,7468.676105914729,7351.752588196481,7361.226071784161,8861.299102773874,111754633.92720929,418789015.41634956,28186614.07570998,0.0 - 08/15 16:00:00,0.0,120566258.44894517,0.0,109483617.91317609,0.0,84472306.71903388,0.0,105016078.6887266,12461.21313855377,12266.130522232696,12281.936683388509,14784.753715145407,186458522.61355338,419538261.7698817,28186614.07570998,0.0 - 08/15 17:00:00,0.0,111231531.96658476,0.0,108019166.65418859,0.0,87674087.3088061,0.0,107943540.69631541,12478.84522808235,12283.486578110444,12299.31510431575,14805.673516312832,186722353.53655697,414868326.62589487,35233267.594637479,0.0 - 08/15 18:00:00,0.0,92886102.34719838,0.0,90725605.96347744,0.0,74987126.79152985,0.0,94372296.36630062,17518.487440474444,17244.23225152321,17266.453204861496,20785.016626346107,262131082.28353895,352971131.4685063,14093307.03785499,0.0 - 08/15 19:00:00,0.0,89298520.31418273,0.0,87670644.61459826,0.0,74910910.02501895,0.0,93649899.94221683,17604.045475686577,17328.45085973326,17350.780337344244,20886.52796917432,263411296.71097825,345529974.8960167,63419881.67034747,0.0 - 08/15 20:00:00,0.0,90375076.26113896,0.0,85953730.38833307,0.0,79722849.86909762,0.0,96823450.3702842,10093.060282934695,9935.051541346817,9947.853869307472,11975.030749905296,151023587.1965794,352875106.88885387,63419881.67034747,69761869.8373822 - 08/15 21:00:00,0.0,82826562.59936038,0.0,79154169.27720143,0.0,73412998.27303222,0.0,89220267.67401469,10121.92375444592,9963.46314982706,9976.302089045152,12009.27615706692,151455474.5413862,324613997.82360878,49326574.63249246,69761869.8373822 - 08/15 22:00:00,0.0,77428170.10387378,0.0,74189212.30349708,0.0,68108285.8262957,0.0,82911974.43278726,5059.5552800734299,4980.346998304775,4986.76468374554,6002.969204708657,75706690.20059665,302637642.6664538,35233267.594637479,69761869.8373822 - 08/15 23:00:00,0.0,70672990.30954834,0.0,67536135.92129162,0.0,61994797.82474987,0.0,75370539.36808466,5065.132546146588,4985.836951237121,4992.261711042587,6009.586418007126,75790143.45516032,275574463.42367449,35233267.594637479,62010550.96656194 - 08/15 24:00:00,0.0,57034089.195900399,0.0,54221366.01991839,0.0,51280936.38159288,0.0,61862766.16371509,2544.295588965163,2504.4641668820406,2507.691424586411,3018.7095945737526,38070578.790026519,224399157.76112677,35233267.594637479,46507913.22492146 - 08/16 01:00:00,0.0,41745859.07812615,0.0,39437157.93664431,0.0,37218581.053288917,0.0,44814026.62341529,2541.8060317294105,2502.01358412924,2505.2376840076078,3015.7558299457739,38033327.267323318,163215624.69147469,21139960.556782485,23253956.61246073 - 08/16 02:00:00,0.0,29577993.80029446,0.0,27931899.10220453,0.0,26369084.032341999,0.0,31720900.514268124,1272.7575307898933,1252.8322742126948,1254.4466764719496,1510.0782261404357,19044412.947413904,115599877.4491091,14093307.03785499,0.0 - 08/16 03:00:00,0.0,25962264.518028,0.0,24616907.204057449,0.0,24452223.555001078,0.0,29118215.072756947,1274.824782393121,1254.8671626064286,1256.4841870270755,1512.5309412558204,19075345.463816804,104149610.34984347,14093307.03785499,0.0 - 08/16 04:00:00,0.0,23853415.644689867,0.0,22526245.1169653,0.0,22722235.35584918,0.0,26970284.082209968,1274.535847858056,1254.582751395411,1256.199409323183,1512.1881314592752,19071022.10412933,96072180.19971432,14093307.03785499,0.0 - 08/16 05:00:00,0.0,20406257.879793317,0.0,19194702.75069068,0.0,19980537.25095177,0.0,23526269.957892389,1276.787349414758,1256.7990052752255,1258.41851907233,1514.8594521112039,19104711.57314466,83107767.83932816,14093307.03785499,0.0 - 08/16 06:00:00,0.0,29547491.020462797,0.0,33114670.717182816,0.0,29493972.350588185,0.0,34851889.711689967,1277.8614579124765,1257.8562984040373,1259.4771746312543,1516.133840842505,19120783.578444985,127008023.79992375,14093307.03785499,0.0 - 08/16 07:00:00,0.0,43399707.928490418,0.0,44900663.18384009,0.0,41340391.85236696,0.0,49746860.125240508,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,179387623.08993799,14093307.03785499,15502637.741640486 - 08/16 08:00:00,0.0,78729112.31123969,0.0,76164634.42739286,0.0,69292178.30210573,0.0,84387713.07690025,20319.15813384135,20001.057922720862,20026.831327319826,24107.90549585315,304037830.36704668,308573638.1176385,56373228.15141996,38756594.35410121 - 08/16 09:00:00,0.0,104586893.12162349,0.0,92759842.39531976,0.0,74033041.94557508,0.0,92270565.91970255,17693.50294267762,17416.50785339029,17438.950801425384,20992.665838957742,264749858.77122373,363650343.38222089,56373228.15141996,38756594.35410121 - 08/16 10:00:00,0.0,101965051.73432169,0.0,80747599.4742805,0.0,54903843.84495999,0.0,70577388.25018966,12608.867172613285,12411.473004844176,12427.466454623633,14959.939590256037,188667886.4004137,308193883.3037519,28186614.07570998,0.0 - 08/16 11:00:00,0.0,105459086.32226329,0.0,80700407.43026929,0.0,52508494.12529708,0.0,68576243.6605132,10049.956801685223,9892.622853137253,9905.370507402542,11923.890114763828,150378624.99715985,307244231.53834286,28186614.07570998,0.0 - 08/16 12:00:00,0.0,101785681.49292779,0.0,73152253.64307009,0.0,47684449.79561232,0.0,64406766.514856029,5000.184992413368,4921.906163573548,4928.248542033831,5932.528624703201,74818325.96180621,287029151.4464662,28186614.07570998,0.0 - 08/16 13:00:00,0.0,100599067.18628302,0.0,80401713.3443782,0.0,51773164.52341918,0.0,70896422.08259157,4984.485255421508,4906.452208893079,4912.774673355403,5913.901486058164,74583409.04542136,303670367.136672,28186614.07570998,0.0 - 08/16 14:00:00,0.0,96696230.80400008,0.0,81579065.17988888,0.0,55046442.59817003,0.0,73680929.52665188,4993.282562248834,4915.111792240888,4921.445415460221,5924.339154794939,74715044.12908158,307002668.1087109,28186614.07570998,0.0 - 08/16 15:00:00,0.0,86463221.78962729,0.0,78356298.58017919,0.0,55732932.97466788,0.0,72946041.59580806,7517.9568219845209,7400.261805462892,7409.797798128252,8919.768791230099,112492026.78050074,293498494.9402824,28186614.07570998,0.0 - 08/16 16:00:00,0.0,77311241.25400174,0.0,74612374.55520852,0.0,52882304.53617311,0.0,68730872.8899785,12538.173936433974,12341.886484465062,12357.790264910462,14876.064764056007,187610095.6195158,273536793.2353618,28186614.07570998,0.0 - 08/16 17:00:00,0.0,79088218.29146099,0.0,78941152.31677367,0.0,58429524.95557436,0.0,75054074.00262484,12534.060641465054,12337.837583896215,12353.736146919968,14871.184496589505,187548547.92793469,291512969.56643387,35233267.594637479,0.0 - 08/16 18:00:00,0.0,72149407.56928717,0.0,73679972.17056604,0.0,58733705.20833412,0.0,75672614.603196,17625.820619251717,17349.885109363742,17372.242207193118,20912.363345806025,263737120.61381258,280235699.5513833,14093307.03785499,0.0 - 08/16 19:00:00,0.0,71340554.40454416,0.0,71944463.1332247,0.0,60707826.20081391,0.0,76591886.21055204,17693.50294267762,17416.50785339029,17438.950801425384,20992.665838957742,264749858.77122373,280584729.9491348,63419881.67034747,0.0 - 08/16 20:00:00,0.0,79052251.68745618,0.0,77380754.64686165,0.0,70459625.57960697,0.0,86213836.14726927,10113.435210746642,9955.107495862929,9967.935667968046,11999.204823995362,151328459.51486276,313106468.06119409,63419881.67034747,69761869.8373822 - 08/16 21:00:00,0.0,67334257.56505385,0.0,65203414.638987418,0.0,62816902.81531309,0.0,75029007.43435033,10124.720592434574,9966.21620279525,9979.058689603093,12012.594498578592,151497323.94028146,270383582.4537047,49326574.63249246,69761869.8373822 - 08/16 22:00:00,0.0,46632817.73231961,0.0,43772084.85335781,0.0,49322305.02978982,0.0,55945696.15275572,5120.605084168036,5040.4410563274509,5046.936179095652,6075.402466852618,76620185.23119752,195672903.76822297,35233267.594637479,69761869.8373822 - 08/16 23:00:00,0.0,34856045.74766755,0.0,31962033.0518158,0.0,39792269.323392119,0.0,44784535.17425576,5119.622263522039,5039.473621922012,5045.967498052238,6074.236387672713,76605479.1762084,151394883.29713125,35233267.594637479,62010550.96656194 - 08/16 24:00:00,0.0,30569801.17376382,0.0,28067220.32461471,0.0,34409697.79466999,0.0,38763759.10362032,2557.8018331879968,2517.7589683319786,2521.0033577449896,3034.734237779107,38272674.22935866,131810478.39666885,35233267.594637479,46507913.22492146 - 08/17 01:00:00,0.0,22344020.06076372,0.0,20512560.85432715,0.0,25082636.684914259,0.0,28119947.079155305,2550.223160852308,2510.2989415255049,2513.533717932546,3025.74243234852,38159273.709571968,96059164.67916042,21139960.556782485,23253956.61246073 - 08/17 02:00:00,0.0,13278071.388234798,0.0,11650868.09500093,0.0,15664101.810486129,0.0,17264129.135868584,1276.5134274640412,1256.529371623747,1258.1485379703709,1514.534454172922,19100612.84843189,57857170.42959044,14093307.03785499,0.0 - 08/17 03:00:00,0.0,11814518.669408128,0.0,9951515.058614482,0.0,14872174.73381106,0.0,16303639.164463422,1276.5134274640412,1256.529371623747,1258.1485379703709,1514.534454172922,19100612.84843189,52941847.626297097,14093307.03785499,0.0 - 08/17 04:00:00,0.0,10514437.913309534,0.0,8625247.96865913,0.0,14079838.34590377,0.0,15131882.190862962,1277.3287247088813,1257.3319052381258,1258.9521057312246,1515.5017732321158,19112812.232077253,48351406.41873539,14093307.03785499,0.0 - 08/17 05:00:00,0.0,10019026.313533377,0.0,8217050.2560772099,0.0,13639850.940175485,0.0,14558112.256708734,1277.0591160322547,1257.0665173356272,1258.686375849326,1515.181892828894,19108778.047365965,46434039.766494799,14093307.03785499,0.0 - 08/17 06:00:00,0.0,20323598.92689238,0.0,23711633.14222096,0.0,23704419.153306813,0.0,26770361.24984606,1277.8614579124765,1257.8562984040373,1259.4771746312543,1516.133840842505,19120783.578444985,94510012.4722662,14093307.03785499,0.0 - 08/17 07:00:00,0.0,42822850.30479177,0.0,45692571.92967418,0.0,43230730.187221657,0.0,51415537.63981167,1275.6787559991336,1255.7077670963304,1257.325874721661,1513.5441483411779,19088123.566169889,183161690.06149928,14093307.03785499,15502637.741640486 - 08/17 08:00:00,0.0,66886335.41493926,0.0,64578876.43387588,0.0,59923118.13901917,0.0,72304376.8771749,5099.299129572484,5019.468650425714,5025.936748108302,6050.1237650232819,76301381.85526721,263692706.8650092,56373228.15141996,38756594.35410121 - 08/17 09:00:00,0.0,47550252.680931139,0.0,43628197.50397959,0.0,41839506.322487708,0.0,49736027.23645258,12733.58800452011,12534.241308860852,12550.392958130735,15107.916096426645,190534098.12457804,182753983.743851,56373228.15141996,38756594.35410121 - 08/17 10:00:00,0.0,46926080.45009195,0.0,37777200.02554703,0.0,28810170.59733678,0.0,35325528.8925987,12689.72943663277,12491.069355035595,12507.165372836504,15055.879579812776,189877837.47954355,148838979.96557445,28186614.07570998,0.0 - 08/17 11:00:00,0.0,67065995.08793916,0.0,47708373.767650488,0.0,31973218.013400336,0.0,40505305.19035126,12692.998414253132,12494.287156201483,12510.387320467627,15059.758096974789,189926751.55642934,187252892.05934123,28186614.07570998,0.0 - 08/17 12:00:00,0.0,52423810.96264613,0.0,38212530.63022656,0.0,26472392.45443771,0.0,33707688.45622335,7617.747934188797,7498.490669189598,7508.153239771881,9038.167136599539,113985212.32709933,150816422.50353376,28186614.07570998,0.0 - 08/17 13:00:00,0.0,49937029.97995868,0.0,40460012.43757,0.0,26782395.444516999,0.0,34661161.04196081,7636.54518473936,7516.993645276167,7526.680058831697,9060.469356842616,114266477.68448343,151840598.90400649,28186614.07570998,0.0 - 08/17 14:00:00,0.0,47602363.397749748,0.0,40968877.212902788,0.0,28646790.064924618,0.0,36531284.49834536,7597.698819219882,7478.755426855679,7488.392566563882,9014.37962701069,113685215.18274048,153749315.17392255,28186614.07570998,0.0 - 08/17 15:00:00,0.0,41437718.58659345,0.0,35631813.761232677,0.0,27255605.488625707,0.0,33114535.582848949,7636.54518473936,7516.993645276167,7526.680058831697,9060.469356842616,114266477.68448343,137439673.41930077,28186614.07570998,0.0 - 08/17 16:00:00,0.0,21674440.671059174,0.0,17172473.590035775,0.0,19362979.999738654,0.0,20816885.668721234,17851.562125966153,17572.092590678527,17594.736025527825,21180.19702643964,267114915.96700374,79026779.92955484,28186614.07570998,0.0 - 08/17 17:00:00,0.0,19527043.970712048,0.0,16863634.284618677,0.0,20428752.894033426,0.0,21818653.58301473,22962.217607984407,22602.739807733946,22631.865744989904,27243.7946701412,343586224.19105806,78638084.73237887,35233267.594637479,0.0 - 08/17 18:00:00,0.0,12182675.454865508,0.0,10783396.311497953,0.0,14676232.023780674,0.0,15552278.692183428,17851.562125966153,17572.092590678527,17594.736025527825,21180.19702643964,267114915.96700374,53194582.48232756,14093307.03785499,0.0 - 08/17 19:00:00,0.0,24688468.131823359,0.0,23554463.846759879,0.0,28828070.306292364,0.0,32663349.188661145,17893.744082588822,17613.614180901233,17636.31112055755,21230.244307788165,267746089.29060877,109734351.47353675,63419881.67034747,0.0 - 08/17 20:00:00,0.0,38866622.82641806,0.0,36081936.27567893,0.0,45382864.99363065,0.0,51030237.918724048,15349.864180952634,15109.559193685482,15129.029402907197,18212.027910362478,229681730.47646804,171361662.01445169,63419881.67034747,69761869.8373822 - 08/17 21:00:00,0.0,29640456.151732375,0.0,26563002.861294237,0.0,36191966.02870683,0.0,39601278.10207532,12831.455361284885,12630.576533898336,12646.852320938411,15224.031979401374,191998498.30388285,131996703.14380877,49326574.63249246,69761869.8373822 - 08/17 22:00:00,0.0,24039906.860343923,0.0,20599512.096466364,0.0,30431475.08263367,0.0,32700810.87986392,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,107771704.91930788,35233267.594637479,69761869.8373822 - 08/17 23:00:00,0.0,18341053.968716466,0.0,14433219.585205075,0.0,25248550.769378738,0.0,26511057.04224294,7717.897214500606,7597.072093835295,7606.861696645232,9156.990434756448,115483757.1830553,84533881.36554322,35233267.594637479,62010550.96656194 - 08/17 24:00:00,0.0,4960870.973056799,0.0,1287911.7291455579,0.0,14480373.785810585,0.0,13014358.608698514,5157.8803470281959,5077.132767993841,5083.67517177757,6119.628143351939,77177939.14854557,33743515.09671146,35233267.594637479,46507913.22492146 - 08/18 01:00:00,0.0,0.0,0.0,0.0,0.0,855451.3598429543,0.0,0.0,2579.471132248157,2539.0890304729484,2542.360905848142,3060.44403394599,38596914.369054857,855451.3598429543,21139960.556782485,23253956.61246073 - 08/18 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 08/18 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8015487767696,1271.5781545453286,1273.2167127847443,1532.6732265270069,19329370.71348186,0.0,14093307.03785499,0.0 - 08/18 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.435370197342,1271.2177085598726,1272.8558023278459,1532.2387696204117,19323891.5425397,0.0,14093307.03785499,0.0 - 08/18 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.4772555802802,1270.2745934058769,1271.9114718737126,1531.1020032007512,19309555.166618237,0.0,14093307.03785499,0.0 - 08/18 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.3593506695755,1270.1585343185444,1271.7952632324,1530.9621135249072,19307790.942283535,0.0,14093307.03785499,0.0 - 08/18 07:00:00,0.0,0.0,0.0,0.0,0.0,5411861.46072763,0.0,559811.9528857939,1289.3339308916439,1269.1491676785279,1270.7845959204443,1529.7454921010706,19292447.47173007,5971673.413613424,14093307.03785499,15502637.741640486 - 08/18 08:00:00,0.0,35443774.685361068,0.0,32189222.522172098,0.0,45639371.28175491,0.0,48382596.98639754,1287.6863218679144,1267.5273522814264,1269.1606906486682,1527.7906668875187,19267794.1140679,161654965.47568564,56373228.15141996,38756594.35410121 - 08/18 09:00:00,0.0,66690973.73604492,0.0,48437673.02565434,0.0,49369010.60792597,0.0,56471225.39979115,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,220968882.7694164,56373228.15141996,38756594.35410121 - 08/18 10:00:00,0.0,48027433.661406818,0.0,28437583.823415679,0.0,24021271.390207158,0.0,27179145.39738249,7701.438390184783,7580.870935484527,7590.639661448311,9137.462667977672,115237481.95834306,127665434.27241215,28186614.07570998,0.0 - 08/18 11:00:00,0.0,61935421.40572795,0.0,31180475.53239949,0.0,23431204.683521205,0.0,27483826.647757465,7693.583394255568,7573.138910981932,7582.897673442953,9128.143015151287,115119946.77779427,144030928.26940615,28186614.07570998,0.0 - 08/18 12:00:00,0.0,69447721.47802279,0.0,30805139.489097638,0.0,20391405.598058579,0.0,26395839.339429764,5121.57915437139,5041.399877280059,5047.896235586922,6076.558163966352,76634760.352337,147040105.9046088,28186614.07570998,0.0 - 08/18 13:00:00,0.0,78125301.35610649,0.0,37471318.060732219,0.0,24181090.31959422,0.0,33896585.161287728,5112.498309311092,5032.461194543211,5038.946034445014,6065.784087939475,76498882.65445966,173674294.89772064,28186614.07570998,0.0 - 08/18 14:00:00,0.0,84477914.15331139,0.0,50364816.66393856,0.0,35350575.58880591,0.0,46173105.80006585,7648.948694358726,7529.202975638569,7538.905122162453,9075.185647534923,114452072.78290083,216366412.20612169,28186614.07570998,0.0 - 08/18 15:00:00,0.0,83682777.87551967,0.0,58767530.08536943,0.0,45888997.77650574,0.0,56520700.92680297,10182.060246319146,10022.658193701558,10035.573411775596,12080.625809123485,152355303.57931123,244860006.66419784,28186614.07570998,0.0 - 08/18 16:00:00,0.0,78850321.86492959,0.0,64298253.390408579,0.0,54548043.38315816,0.0,64460919.19766407,12715.296149321439,12516.235816067658,12532.364263422294,15086.213508476461,190260395.0542363,262157537.83616043,28186614.07570998,0.0 - 08/18 17:00:00,0.0,72607658.04788591,0.0,67076675.401681158,0.0,60036397.52790162,0.0,70357078.14438683,15247.038798178919,15008.343561461148,15027.683344009874,18090.029518787633,228143142.8007753,270077809.12185558,35233267.594637479,0.0 - 08/18 18:00:00,0.0,60117650.78153719,0.0,55642315.594168428,0.0,51640319.70482708,0.0,62355996.91289735,17831.187542935295,17552.036975545892,17574.654566688056,21156.023361419175,266810048.8077183,229756282.99343003,14093307.03785499,0.0 - 08/18 19:00:00,0.0,53546900.963306348,0.0,49133206.74002459,0.0,48907520.67861326,0.0,58259335.6920411,10248.897538564239,10088.44913566807,10101.449132085974,12159.925705035994,153355397.44087539,209846964.07398529,63419881.67034747,0.0 - 08/18 20:00:00,0.0,50808028.80975173,0.0,43484087.67124278,0.0,50102745.287337329,0.0,56902314.908874239,7707.617967390303,7586.953770256096,7596.730334573344,9144.794500443058,115329947.66158608,201297176.67720608,63419881.67034747,69761869.8373822 - 08/18 21:00:00,0.0,42603234.46847017,0.0,36053054.27722301,0.0,43396162.8276913,0.0,48780980.00027639,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,170833431.57366089,49326574.63249246,69761869.8373822 - 08/18 22:00:00,0.0,33361580.432673515,0.0,26971823.114103848,0.0,35912630.74332779,0.0,39288814.935173969,5152.6514894930919,5071.985769198892,5078.521540549329,6113.424303484301,77099699.1698122,135534849.22527913,35233267.594637479,69761869.8373822 - 08/18 23:00:00,0.0,26477069.37202832,0.0,20039360.529556518,0.0,30407265.941626349,0.0,32317880.95308128,5153.877011333392,5073.192105266162,5079.72943110375,6114.878338366773,77118036.78985228,109241576.79629246,35233267.594637479,62010550.96656194 - 08/18 24:00:00,0.0,19230957.095554074,0.0,12920076.939150723,0.0,24281720.820998,0.0,24648490.315120654,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,81081245.17082346,35233267.594637479,46507913.22492146 - 08/19 01:00:00,0.0,5753407.756580793,0.0,750428.4803730259,0.0,11472119.146300782,0.0,9158842.206848054,2578.6678617832878,2538.2983353570559,2541.5691918408886,3059.490984202141,38584894.943460147,27134797.59010265,21139960.556782485,23253956.61246073 - 08/19 02:00:00,0.0,0.0,0.0,0.0,0.0,752492.3137882474,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,752492.3137882474,14093307.03785499,0.0 - 08/19 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,0.0,14093307.03785499,0.0 - 08/19 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.4772555802802,1270.2745934058769,1271.9114718737126,1531.1020032007512,19309555.166618237,0.0,14093307.03785499,0.0 - 08/19 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 08/19 06:00:00,0.0,0.0,0.0,0.0,0.0,8395844.217819553,0.0,3765309.851237779,1288.469252833348,1268.2980263165405,1269.9323577759377,1528.7195845916934,19279509.197463074,12161154.069057333,14093307.03785499,0.0 - 08/19 07:00:00,0.0,25317788.470162639,0.0,25625632.38924504,0.0,36174776.88625989,0.0,38683329.61349983,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,125801527.35916738,14093307.03785499,15502637.741640486 - 08/19 08:00:00,0.0,58590967.957181129,0.0,53939454.2063348,0.0,55280417.69602921,0.0,63486986.33994295,20530.328578055814,20208.922454237345,20234.963713501456,24358.451167042196,307197597.28621259,231297826.1994881,56373228.15141996,38756594.35410121 - 08/19 09:00:00,0.0,82045465.51137533,0.0,64925577.2934773,0.0,61174393.39922659,0.0,71706066.95871066,17882.602145924335,17602.646673333755,17625.329480237142,21217.024825249617,267579371.24908144,279851503.1627898,56373228.15141996,38756594.35410121 - 08/19 10:00:00,0.0,75540151.1046105,0.0,53315121.73530026,0.0,41283953.26429164,0.0,50720146.28174675,12721.477944825816,12522.3208344102,12538.457122932055,15093.547972868762,190352893.9501326,220859372.38594917,28186614.07570998,0.0 - 08/19 11:00:00,0.0,68134741.21319708,0.0,43390330.14978121,0.0,34041436.43727116,0.0,41466541.41303244,10156.997245585064,9997.987558919465,10010.870986362508,12050.889515466051,151980283.10279913,187033049.2132819,28186614.07570998,0.0 - 08/19 12:00:00,0.0,62554632.02702234,0.0,44280840.60813818,0.0,33190988.419231345,0.0,41332872.54758288,5071.919123632333,4992.517283586292,4998.950651681838,6017.638433134373,75891691.77132541,181359333.6019748,28186614.07570998,0.0 - 08/19 13:00:00,0.0,74134506.50540698,0.0,60633820.543702397,0.0,40092343.19305599,0.0,52144067.79113917,5065.132546146588,4985.836951237121,4992.261711042587,6009.586418007126,75790143.45516032,227004738.03330455,28186614.07570998,0.0 - 08/19 14:00:00,0.0,82923007.89180455,0.0,68491481.27877048,0.0,45621670.325064647,0.0,59146647.70249041,5048.009725295269,4968.9821913404889,4975.385232067499,5989.27084468529,75533932.77619876,256182807.1981301,28186614.07570998,0.0 - 08/19 15:00:00,0.0,72774734.41989127,0.0,63490221.95498534,0.0,46554077.350494939,0.0,58542638.52323548,7553.923122536451,7435.665046870175,7445.246660225623,8962.44143391687,113030194.54877684,241361672.24860705,28186614.07570998,0.0 - 08/19 16:00:00,0.0,61561589.74287735,0.0,55888290.25216511,0.0,44110785.51626976,0.0,54171788.61160414,12623.703138115614,12426.076710538919,12442.088978683732,14977.541897000929,188889878.6076211,215732454.12291635,28186614.07570998,0.0 - 08/19 17:00:00,0.0,59336042.82467806,0.0,56823055.47725354,0.0,46566511.15944896,0.0,56857435.433076608,12605.108022690612,12407.772705114814,12423.761386680386,14955.479502368362,188611637.82067506,219583044.89445717,35233267.594637479,0.0 - 08/19 18:00:00,0.0,52452647.20151134,0.0,51485917.97586368,0.0,43625551.67688213,0.0,54120846.45859611,17652.414041658598,17376.062206781844,17398.453036473085,20943.91542635845,264135040.96057914,201684963.31285329,14093307.03785499,0.0 - 08/19 19:00:00,0.0,52887880.861859459,0.0,50745001.41388939,0.0,46837864.07943773,0.0,56849262.90357429,17742.302381935435,17464.543328322994,17487.04817497042,21050.564510848024,265480050.22587676,207320009.25876088,63419881.67034747,0.0 - 08/19 20:00:00,0.0,63412069.17032707,0.0,60239483.69368203,0.0,59877691.16974832,0.0,71331967.47860076,10167.224126917641,10008.05433651696,10020.95073603043,12063.023319783095,152133309.06929327,254861211.5123582,63419881.67034747,69761869.8373822 - 08/19 21:00:00,0.0,56725256.41444409,0.0,54173332.30837433,0.0,53856626.540273409,0.0,64117135.08137688,10164.69253211928,10005.562374307436,10018.455562673249,12060.019679191755,152095428.5338502,228872350.3444687,49326574.63249246,69761869.8373822 - 08/19 22:00:00,0.0,46475819.641895759,0.0,43198372.868158709,0.0,46912279.775480087,0.0,54215176.90794577,5092.23690160619,5012.516982955691,5018.9761227052,6041.744701123089,76195708.95020461,190801649.1934803,35233267.594637479,69761869.8373822 - 08/19 23:00:00,0.0,35858311.59760249,0.0,32155708.942634264,0.0,38649473.50529393,0.0,43252717.271082598,5118.630701863739,5038.49758334645,5044.990201751348,6073.059937615377,76590642.32847689,149916211.31661327,35233267.594637479,62010550.96656194 - 08/19 24:00:00,0.0,24479684.728527234,0.0,21380092.354025864,0.0,28855082.85242775,0.0,31312131.690177926,2560.789577185695,2520.6999386400295,2523.948117793461,3038.279081983176,38317380.1761685,106026991.62515877,35233267.594637479,46507913.22492146 - 08/20 01:00:00,0.0,13850588.86847436,0.0,11026589.575768102,0.0,18249149.3332971,0.0,18909397.76464149,2559.8111317610198,2519.736810961006,2522.983749026119,3037.1181938363567,38302739.5881042,62035725.54218105,21139960.556782485,23253956.61246073 - 08/20 02:00:00,0.0,2820328.978950021,0.0,730170.0877528947,0.0,8986840.562690003,0.0,7230598.21673184,1279.6576754659348,1259.6243958366125,1261.247550437837,1518.2649844038443,19147660.582119224,19767937.846124758,14093307.03785499,0.0 - 08/20 03:00:00,0.0,230686.16456424155,0.0,0.0,0.0,7646088.032873392,0.0,4749768.523352389,1280.3947885928477,1260.3499693200147,1261.9740588967305,1519.139540991588,19158690.08808425,12626542.720790023,14093307.03785499,0.0 - 08/20 04:00:00,0.0,0.0,0.0,0.0,0.0,5283590.135762954,0.0,1622767.8808890293,1281.8098246968025,1261.742852769788,1263.3687372189973,1520.8184273136822,19179863.43119737,6906358.016651983,14093307.03785499,0.0 - 08/20 05:00:00,0.0,0.0,0.0,0.0,0.0,3585234.1476113426,0.0,3050.3235166067026,1281.8098246968025,1261.742852769788,1263.3687372189973,1520.8184273136822,19179863.43119737,3588284.471127949,14093307.03785499,0.0 - 08/20 06:00:00,0.0,6708183.800611127,0.0,8804063.259533499,0.0,18341306.186778446,0.0,17425534.27482014,1284.4014615106108,1264.2939170258063,1265.9230887816914,1523.8933054644063,19218642.382017055,51279087.52174321,14093307.03785499,0.0 - 08/20 07:00:00,0.0,30119851.4473155,0.0,32216558.84944026,0.0,36863338.31408951,0.0,42141821.83101274,5134.2922601231889,5053.913956989686,5060.426440965541,6091.64177865178,76824987.9722287,141341570.441858,14093307.03785499,15502637.741640486 - 08/20 08:00:00,0.0,64232478.976963158,0.0,59643409.06677719,0.0,57833988.47031783,0.0,69231301.79937354,20523.346270123595,20202.049455638346,20228.081858342255,24350.166925211695,307093120.2335372,250941178.3134317,56373228.15141996,38756594.35410121 - 08/20 09:00:00,0.0,64877642.81006069,0.0,50780848.68491352,0.0,50534038.94064342,0.0,58647506.30128987,17942.11273599088,17661.225614011113,17683.983905858593,21287.63186870469,268469834.848435,224840036.7369075,56373228.15141996,38756594.35410121 - 08/20 10:00:00,0.0,23026818.748029096,0.0,13963372.271324672,0.0,14464215.876747346,0.0,14951950.76338793,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,66406357.65948904,28186614.07570998,0.0 - 08/20 11:00:00,0.0,36811336.089638847,0.0,26041720.26529727,0.0,18497864.806855389,0.0,21335810.63140546,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,102686731.79319696,28186614.07570998,0.0 - 08/20 12:00:00,0.0,44903951.35977577,0.0,27897549.350073548,0.0,17780205.32304948,0.0,22450142.941881908,5121.57915437139,5041.399877280059,5047.896235586922,6076.558163966352,76634760.352337,113031848.9747807,28186614.07570998,0.0 - 08/20 13:00:00,0.0,54596414.34417839,0.0,29480608.929935986,0.0,17932979.076903657,0.0,24639719.870007364,5116.6213936508779,5036.519731228496,5043.0098009690659,6070.675970120826,76560576.82548934,126649722.22102539,28186614.07570998,0.0 - 08/20 14:00:00,0.0,53758052.50151649,0.0,33743918.04380754,0.0,22992822.000990537,0.0,29668839.471476787,5106.0537098561649,5026.117486494988,5032.594151881483,6058.137816691688,76402451.39372756,140163632.01779134,28186614.07570998,0.0 - 08/20 15:00:00,0.0,53386547.52034217,0.0,39657903.20294259,0.0,29064054.6912352,0.0,35823533.2510543,7652.377435231655,7532.578038933501,7542.284534570927,9079.25371769757,114503377.41516115,157932038.66557426,28186614.07570998,0.0 - 08/20 16:00:00,0.0,50201324.7992976,0.0,41533705.941424299,0.0,33315053.532859766,0.0,39418639.074710588,12753.962392052756,12554.296731555838,12570.474224284877,15132.089529495946,190838962.35860194,164468723.34829224,28186614.07570998,0.0 - 08/20 17:00:00,0.0,44147579.05269335,0.0,40384127.937353368,0.0,35563481.39098048,0.0,41251820.103988829,12775.961728576931,12575.951664362752,12592.157061682987,15158.190902515575,191168140.8856977,161347008.48501603,35233267.594637479,0.0 - 08/20 18:00:00,0.0,35272172.35614839,0.0,32387762.295137537,0.0,30754777.71297201,0.0,36496187.1944791,17911.70643047574,17631.295324881106,17654.01504849612,21251.555947891018,268014861.90627835,134910899.55873705,14093307.03785499,0.0 - 08/20 19:00:00,0.0,37156704.38509286,0.0,34200554.85859116,0.0,35488550.3149813,0.0,41736001.69815955,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,148581811.25682489,63419881.67034747,0.0 - 08/20 20:00:00,0.0,38648519.81470322,0.0,33174423.323060037,0.0,39683279.55224812,0.0,44598892.9744907,10290.52961933414,10129.429458447063,10142.482262193642,12209.32057967526,153978342.91074039,156105115.66450209,63419881.67034747,69761869.8373822 - 08/20 21:00:00,0.0,29630831.225874068,0.0,24380153.318402824,0.0,32321935.090425474,0.0,35376360.56301628,10301.490574943315,10140.218818251411,10153.285525189345,12222.32533510015,154142352.9125432,121709280.19771862,49326574.63249246,69761869.8373822 - 08/20 22:00:00,0.0,20204943.5732216,0.0,14982547.166286443,0.0,24645957.40865694,0.0,25604973.575902538,5160.466741297114,5079.678671777988,5086.224356218598,6122.696801423272,77216639.6545811,85438421.72406753,35233267.594637479,69761869.8373822 - 08/20 23:00:00,0.0,13801857.029943722,0.0,8642847.84753421,0.0,19621174.327192509,0.0,19112581.44058554,5162.371495202482,5081.553606405637,5088.101706890884,6124.956719223064,77245140.69979945,61178460.64525598,35233267.594637479,62010550.96656194 - 08/20 24:00:00,0.0,3396604.5946327236,0.0,504411.9076039924,0.0,10907200.295370976,0.0,8043547.933835333,2585.795773120085,2545.3146579121655,2548.5945556437516,3067.9479789141485,38691550.67612454,22851764.731443027,35233267.594637479,46507913.22492146 - 08/21 01:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,38686744.80854042,0.0,21139960.556782485,23253956.61246073 - 08/21 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,19353689.498937776,0.0,14093307.03785499,0.0 - 08/21 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796615,1274.8309755844326,1534.6164443223887,19353877.68371783,0.0,14093307.03785499,0.0 - 08/21 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.0062020316257,1272.763948728752,1274.4040349850043,1534.1025016294516,19347396.0745494,0.0,14093307.03785499,0.0 - 08/21 05:00:00,0.0,0.0,3195577.389256929,0.0,0.0,0.0,0.0,0.0,1293.3589913508366,1273.1112150653576,1274.7517488097297,1534.5210726898993,22548252.28975389,0.0,14093307.03785499,0.0 - 08/21 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.437716471186,1273.1887077292618,1274.8293413308407,1534.6144770400713,19353852.873256897,0.0,14093307.03785499,0.0 - 08/21 07:00:00,0.0,0.0,0.0,0.0,0.0,2096574.1946685676,0.0,0.0,5170.47477186644,5089.530024761756,5096.088403676191,6134.570947663764,77366390.93268533,2096574.1946685676,14093307.03785499,15502637.741640486 - 08/21 08:00:00,0.0,22102902.26463705,0.0,19554118.940110327,0.0,38224442.702368918,0.0,33329861.750444633,20647.636089284482,20324.39349449403,20350.5835499794,24497.63205121202,308952882.66589179,113211325.65756092,56373228.15141996,38756594.35410121 - 08/21 09:00:00,0.0,51999623.867194648,0.0,35820809.38064332,0.0,39359161.94374509,0.0,43810323.705281037,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,170989918.8968641,56373228.15141996,38756594.35410121 - 08/21 10:00:00,0.0,47984556.39349488,0.0,21984822.32991468,0.0,20108820.92139556,0.0,21867371.376941727,12870.192900105518,12668.707629322253,12685.032552170744,15269.992590509291,192578132.4195881,111945571.02174685,28186614.07570998,0.0 - 08/21 11:00:00,0.0,55888301.7675877,0.0,20250833.469600645,0.0,15391225.264632944,0.0,17055179.366305885,10284.617336202597,10123.609733210878,10136.655037647482,12202.305881425405,153889876.7585509,108585539.86812717,28186614.07570998,0.0 - 08/21 12:00:00,0.0,62300384.56422491,0.0,20258780.822347855,0.0,12893996.164720241,0.0,16180254.011683427,5131.713784538751,5051.375847921537,5057.885061284797,6088.5825157973099,76786405.95435262,111633415.56297642,28186614.07570998,0.0 - 08/21 13:00:00,0.0,70558243.91555539,0.0,27922062.382266899,0.0,17238106.234734186,0.0,24043528.85619134,5116.6213936508779,5036.519731228496,5043.0098009690659,6070.675970120826,76560576.82548934,139761941.3887478,28186614.07570998,0.0 - 08/21 14:00:00,0.0,77225343.0848499,0.0,40188348.119927559,0.0,27023129.858586629,0.0,35283538.17728647,5112.498309311092,5032.461194543211,5038.946034445014,6065.784087939475,76498882.65445966,179720359.24065054,28186614.07570998,0.0 - 08/21 15:00:00,0.0,76891270.51855025,0.0,49105425.00619148,0.0,37578083.37623103,0.0,45968635.13953161,7660.724096488548,7540.7940316513499,7550.511114433981,9089.156712667225,114628269.43886797,209543414.0405044,28186614.07570998,0.0 - 08/21 16:00:00,0.0,70114206.39967187,0.0,53285886.32550908,0.0,45511736.76354552,0.0,52884533.66815624,12775.961728576931,12575.951664362752,12592.157061682987,15158.190902515575,191168140.8856977,221796363.1568827,28186614.07570998,0.0 - 08/21 17:00:00,0.0,63011533.517805349,0.0,55614174.90573658,0.0,50795332.10226624,0.0,58403271.89368947,12759.591280969275,12559.837499166297,12576.022131739937,15138.767991327491,190923188.0515308,227824312.41949765,35233267.594637479,0.0 - 08/21 18:00:00,0.0,51540685.56133348,0.0,45213878.7686038,0.0,44105846.85464474,0.0,52154920.76469355,17915.207456523087,17634.741541712567,17657.46570612972,21255.709781653815,268067248.14966909,193015331.94927556,14093307.03785499,0.0 - 08/21 19:00:00,0.0,48240170.120202299,0.0,41863863.781571399,0.0,43780443.23795472,0.0,51150026.55080731,17951.694586596324,17670.65745895784,17693.427904700224,21299.00036868633,268613209.14818659,185034503.69053573,63419881.67034747,0.0 - 08/21 20:00:00,0.0,46526888.313598077,0.0,37793119.36439106,0.0,45578479.54840515,0.0,50926024.84143193,10300.183598590404,10138.93230285712,10151.997351988657,12220.774657547772,154122796.47954227,180824512.0678262,63419881.67034747,69761869.8373822 - 08/21 21:00:00,0.0,38493368.52163093,0.0,30512022.115390779,0.0,39165593.623579639,0.0,43101863.3587033,10296.154320084415,10134.966103457804,10148.026041736592,12215.994072407433,154062505.9356705,151272847.61930464,49326574.63249246,69761869.8373822 - 08/21 22:00:00,0.0,32258871.46659054,0.0,24597353.680972537,0.0,34173667.80363526,0.0,36830744.68350245,5152.6514894930919,5071.985769198892,5078.521540549329,6113.424303484301,77099699.1698122,127860637.6347008,35233267.594637479,69761869.8373822 - 08/21 23:00:00,0.0,27197883.3427106,0.0,19841983.551219293,0.0,30316548.198968535,0.0,31970719.08804991,5152.6514894930919,5071.985769198892,5078.521540549329,6113.424303484301,77099699.1698122,109327134.18094835,35233267.594637479,62010550.96656194 - 08/21 24:00:00,0.0,20472244.185800479,0.0,13639816.73818971,0.0,24543117.239663744,0.0,24932573.87105678,2576.3257447465459,2535.992884599446,2539.2607702746647,3056.7121517421508,38549849.5849061,83587752.0347107,35233267.594637479,46507913.22492146 - 08/22 01:00:00,0.0,4867139.120406989,0.0,492191.3487339335,0.0,10473860.56623345,0.0,7674432.235895393,2581.185747601241,2540.7768032028186,2544.050853445442,3062.478359611532,38622570.349899727,23507623.27126977,21139960.556782485,23253956.61246073 - 08/22 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.706204221218,1270.4999578131306,1272.1371266860074,1531.3736420237172,19312980.95067866,0.0,14093307.03785499,0.0 - 08/22 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.435370197342,1271.2177085598726,1272.8558023278459,1532.2387696204117,19323891.5425397,0.0,14093307.03785499,0.0 - 08/22 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.6230548450674,1271.402454969425,1273.0407868020039,1532.4614502905743,19326699.888865457,0.0,14093307.03785499,0.0 - 08/22 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2075301344287,1271.9777801890978,1273.6168533869443,1533.154907910608,19335445.457835884,0.0,14093307.03785499,0.0 - 08/22 06:00:00,0.0,0.0,0.0,0.0,0.0,2773993.2048135839,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,2773993.2048135839,14093307.03785499,0.0 - 08/22 07:00:00,0.0,15575095.846421084,0.0,14696608.56568733,0.0,31379819.949215779,0.0,29429028.256266364,5156.781997225132,5076.051613061842,5082.592623667088,6118.324993237193,77161504.41788852,91080552.61759055,14093307.03785499,15502637.741640486 - 08/22 08:00:00,0.0,61660824.97993676,0.0,55843212.0643931,0.0,59522973.317383248,0.0,67336799.58316915,20597.71711098278,20275.256007110016,20301.382743927534,24438.405088981595,308205939.423607,244363809.94488228,56373228.15141996,38756594.35410121 - 08/22 09:00:00,0.0,76970390.52416542,0.0,59414052.338995497,0.0,56093938.657249029,0.0,66430423.000802058,17984.441923910705,17702.892130597556,17725.704114004468,21337.853834367128,269103211.21036747,258908804.521212,56373228.15141996,38756594.35410121 - 08/22 10:00:00,0.0,69447886.05982259,0.0,42224030.24562953,0.0,34998278.61906758,0.0,41405643.347614329,12803.947885928475,12603.499693200145,12619.740588967305,15191.39540991588,191586900.88084249,188075838.272134,28186614.07570998,0.0 - 08/22 11:00:00,0.0,79022840.43918967,0.0,42245296.25509234,0.0,31537370.863935379,0.0,38072602.05373273,10220.769382861545,10060.761331490203,10073.725649346388,12126.552722012459,152934512.70855815,190878109.6119501,28186614.07570998,0.0 - 08/22 12:00:00,0.0,83995200.76017547,0.0,42903689.28125443,0.0,29297139.958977194,0.0,38043753.94153605,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,194239783.94194315,28186614.07570998,0.0 - 08/22 13:00:00,0.0,89260024.84306401,0.0,49497587.52290569,0.0,32833218.56688991,0.0,45161896.1393981,5075.891774653108,4996.427742014239,5002.866149134601,6022.351831925111,75951134.99181742,216752727.0722577,28186614.07570998,0.0 - 08/22 14:00:00,0.0,91708900.4011173,0.0,58857781.73744011,0.0,40950925.1778433,0.0,53705834.62215771,5069.229251981554,4989.869522378,4996.299478562977,6014.447003099436,75851442.92167908,245223441.93855844,28186614.07570998,0.0 - 08/22 15:00:00,0.0,88114677.73912342,0.0,64695709.72266209,0.0,49117579.44442292,0.0,61285186.162281598,7599.759525721978,7480.78387261306,7490.42362618066,9016.824576613424,113716049.76406484,263213153.06849004,28186614.07570998,0.0 - 08/22 16:00:00,0.0,79933296.91366653,0.0,67299540.9783857,0.0,55246018.50648338,0.0,66199390.943046148,12662.83136536647,12464.5923780928,12480.654277606469,15023.966045017814,189475358.6379008,268678247.34158179,28186614.07570998,0.0 - 08/22 17:00:00,0.0,72045817.01767367,0.0,68169191.65810669,0.0,59451058.29371428,0.0,70322362.48033464,12683.129102380915,12484.572350247745,12500.659995994849,15048.048535173199,189779075.94166813,269988429.4498293,35233267.594637479,0.0 - 08/22 18:00:00,0.0,59618165.3523684,0.0,56707596.15987225,0.0,51828271.100092049,0.0,63079412.77168952,17788.211931208738,17509.734155038008,17532.297234678186,21105.034438585564,266166999.93423779,231233445.3840222,14093307.03785499,0.0 - 08/22 19:00:00,0.0,55343135.34946902,0.0,52224432.87723848,0.0,50639749.63147361,0.0,60910179.7984868,17851.562125966153,17572.092590678527,17594.736025527825,21180.19702643964,267114915.96700374,219117497.6566679,63419881.67034747,0.0 - 08/22 20:00:00,0.0,57773724.58489992,0.0,52262408.17608385,0.0,56090836.04329758,0.0,65196840.75959748,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,231323809.56387884,63419881.67034747,69761869.8373822 - 08/22 21:00:00,0.0,46676816.63215971,0.0,41633044.86552283,0.0,46909790.72286753,0.0,53816539.61037189,10270.267998696701,10109.485037260503,10122.512140584698,12185.280940222547,153675166.020352,189036191.83092196,49326574.63249246,69761869.8373822 - 08/22 22:00:00,0.0,37223975.048928569,0.0,32408116.2478923,0.0,39017866.09872131,0.0,43968541.418466549,5137.605846042443,5057.175668103225,5063.6923551267659,6095.573221857625,76874569.52806822,152618498.8140087,35233267.594637479,69761869.8373822 - 08/22 23:00:00,0.0,31197083.84578344,0.0,26694726.60272109,0.0,33978588.99443556,0.0,37752788.95398953,5139.209189174922,5058.753910599863,5065.272631349948,6097.4755272809429,76898560.53026043,129623188.39692962,35233267.594637479,62010550.96656194 - 08/22 24:00:00,0.0,20889611.41373915,0.0,16572127.463525396,0.0,25161260.94196219,0.0,26764834.62743978,2575.3726437358288,2535.0547045628529,2538.3213812973365,3055.5813337750375,38535588.2281358,89387834.44666651,35233267.594637479,46507913.22492146 - 08/23 01:00:00,0.0,4211242.842549543,0.0,1004469.3749000303,0.0,10238784.795377277,0.0,8215564.9352481239,2579.9838544362098,2539.593725899498,2542.8662516262627,3061.052359250305,38604586.28836419,23670061.948074975,21139960.556782485,23253956.61246073 - 08/23 02:00:00,0.0,0.0,0.0,0.0,0.0,693349.8202987872,0.0,0.0,1288.3171955854082,1268.1483495531834,1269.7824881387938,1528.5391744713946,19277233.94789561,693349.8202987872,14093307.03785499,0.0 - 08/23 03:00:00,0.0,0.0,0.0,0.0,0.0,51412.45684306235,0.0,0.0,1289.0547933292424,1268.8744000667389,1270.5094742425425,1529.4143060386169,19288270.705237707,51412.45684306235,14093307.03785499,0.0 - 08/23 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.3593506695755,1270.1585343185444,1271.7952632324,1530.9621135249072,19307790.942283535,0.0,14093307.03785499,0.0 - 08/23 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.3339308916439,1269.1491676785279,1270.7845959204443,1529.7454921010706,19292447.471730073,0.0,14093307.03785499,0.0 - 08/23 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.3171955854082,1268.1483495531834,1269.7824881387938,1528.5391744713946,19277233.94789561,0.0,14093307.03785499,0.0 - 08/23 07:00:00,0.0,0.0,0.0,0.0,0.0,8639477.376074974,0.0,3772869.453744567,5148.757729180154,5068.152966430033,5074.683798822897,6108.804505506969,77041436.39978419,12412346.82981954,14093307.03785499,15502637.741640486 - 08/23 08:00:00,0.0,34085506.39823838,0.0,30211520.25679608,0.0,33328607.965846339,0.0,37178109.27824308,20537.169040492754,20215.655827958744,20241.705763862163,24366.56711460712,307299951.8889148,134803743.89912389,56373228.15141996,38756594.35410121 - 08/23 09:00:00,0.0,42891327.81380131,0.0,36301114.99442139,0.0,34081683.846607919,0.0,39016563.83248702,17925.527040299865,17644.899570480204,17667.636824554225,21267.95357388223,268221661.2331795,152290690.48731763,56373228.15141996,38756594.35410121 - 08/23 10:00:00,0.0,45761081.27247623,0.0,33288729.72193089,0.0,22590775.868011729,0.0,26913181.117164446,12781.245773277731,12581.152986358024,12597.365086112537,15164.460219848688,191247206.6361491,128553767.9795833,28186614.07570998,0.0 - 08/23 11:00:00,0.0,67119272.07670352,0.0,48779698.58005829,0.0,29062750.231590734,0.0,36548563.32915676,10200.892643409232,10041.195766102019,10054.134871730184,12102.96972939408,152637094.83828787,181510284.21750934,28186614.07570998,0.0 - 08/23 12:00:00,0.0,63076784.82428193,0.0,41588957.582129728,0.0,25998177.76662806,0.0,33821073.72803853,5104.9494112337429,5025.0304758735069,5031.505740535867,6056.827608529854,76385927.65022269,164484993.90107826,28186614.07570998,0.0 - 08/23 13:00:00,0.0,59714211.2934118,0.0,41970155.55277255,0.0,26944419.237506603,0.0,35718680.10715586,5108.236464129019,5028.266069342509,5034.745503397304,6060.727571315576,76435112.18946386,164347466.1908468,28186614.07570998,0.0 - 08/23 14:00:00,0.0,65017464.012999039,0.0,46372065.373201329,0.0,31091205.37030928,0.0,40170397.76270214,5102.715023996534,5022.8310683853219,5029.303498886644,6054.176593364711,76352494.26467955,182651132.51921178,28186614.07570998,0.0 - 08/23 15:00:00,0.0,54947864.29592213,0.0,43517954.495950508,0.0,32049197.5574983,0.0,39527388.97516774,7647.215087148336,7527.496508372463,7537.196455939098,9073.128788755654,114426132.62477598,170042405.32453866,28186614.07570998,0.0 - 08/23 16:00:00,0.0,40923054.85481748,0.0,34571642.07712483,0.0,26936606.61136015,0.0,32273557.561787838,12762.373528084356,12562.576189683765,12578.764351339667,15142.069021324634,190964819.1255567,134704861.10509033,28186614.07570998,0.0 - 08/23 17:00:00,0.0,31146591.05808459,0.0,26474728.97130499,0.0,22778940.89130842,0.0,26459133.382645616,12806.361161964294,12605.875188949427,12622.119145785322,15194.25866981197,191623010.99943964,106859394.30334363,35233267.594637479,0.0 - 08/23 18:00:00,0.0,16954925.382359018,0.0,12578305.516526176,0.0,13801135.96322392,0.0,15000726.265397897,17992.718858041855,17711.03948778082,17733.86196988905,21347.67410076374,269227059.89931169,58335093.127507019,14093307.03785499,0.0 - 08/23 19:00:00,0.0,20710281.670523369,0.0,15662200.980645493,0.0,20653288.76079221,0.0,22226830.524450415,18013.41145189717,17731.40813521913,17754.256864408566,21372.225073488204,269536685.49004706,79252601.93641149,63419881.67034747,0.0 - 08/23 20:00:00,0.0,24655307.352132288,0.0,17734068.99079553,0.0,30009521.43043744,0.0,30797626.0493065,10301.490574943315,10140.218818251411,10153.285525189345,12222.32533510015,154142352.9125432,103196523.82267177,63419881.67034747,69761869.8373822 - 08/23 21:00:00,0.0,11499518.598148559,0.0,4601724.329928212,0.0,20167750.469605134,0.0,17881634.97452175,10315.760694056391,10154.265535987683,10167.35034355514,12239.256286703878,154355878.29709114,54150628.372203659,49326574.63249246,69761869.8373822 - 08/23 22:00:00,0.0,1453158.7242852764,0.0,0.0,0.0,12595857.299996002,0.0,8433746.256830849,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,22482762.281112128,35233267.594637479,69761869.8373822 - 08/23 23:00:00,0.0,0.0,0.0,0.0,0.0,8861326.781447726,0.0,2479895.4150283338,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,11341222.196476059,35233267.594637479,62010550.96656194 - 08/23 24:00:00,0.0,0.0,3608458.402315556,0.0,0.0,2774684.6328109495,0.0,0.0,2581.6344915092947,2541.218521941278,2544.4931413835818,3063.0107771288296,42237743.3573823,2774684.6328109495,35233267.594637479,46507913.22492146 - 08/24 01:00:00,8361021.631407979,0.0,16474284.298370077,0.0,0.0,0.0,362791.54400731206,0.0,2582.4770040741007,2542.0478448147116,2545.3235329241845,3064.01038612629,63839989.038366798,0.0,21139960.556782485,23253956.61246073 - 08/24 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.0324579201172,1270.8211039495109,1272.4586866519633,1531.7607295835915,19317862.72117866,0.0,14093307.03785499,0.0 - 08/24 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.6230548450674,1271.402454969425,1273.0407868020039,1532.4614502905743,19326699.888865457,0.0,14093307.03785499,0.0 - 08/24 04:00:00,1156216.8219004407,0.0,7383310.4624983,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,27882899.688668949,0.0,14093307.03785499,0.0 - 08/24 05:00:00,6394386.477879113,0.0,10532776.970776473,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,36276252.319635327,0.0,14093307.03785499,0.0 - 08/24 06:00:00,7575527.106618093,0.0,11476303.012109034,0.0,0.0,0.0,2453604.314623971,0.0,1293.254876902893,1273.0087305485197,1274.6491322311313,1534.3975448717072,40856551.4577464,0.0,14093307.03785499,0.0 - 08/24 07:00:00,3225619.3852976106,0.0,6862461.755047783,0.0,0.0,0.0,0.0,0.0,1293.254876902893,1273.0087305485197,1274.6491322311313,1534.3975448717072,29439198.164740698,0.0,14093307.03785499,15502637.741640486 - 08/24 08:00:00,15253739.440527223,0.0,18880587.547258296,0.0,6046163.426337976,0.0,15796059.838377364,0.0,5172.477333370679,5091.501235792068,5098.062154813113,6136.946910446071,133372905.7364198,0.0,56373228.15141996,38756594.35410121 - 08/24 09:00:00,28288020.500066207,0.0,33159216.288291623,0.0,13463089.670905875,0.0,26214572.640939285,0.0,12931.193333426698,12728.753089480168,12745.155387032783,15342.36727611518,294615787.8100004,0.0,56373228.15141996,38756594.35410121 - 08/24 10:00:00,23261331.060042427,0.0,27757672.73251217,0.0,14350250.909000528,0.0,23135951.489495167,0.0,12929.467975608171,12727.054742460157,12743.454851519291,15340.320204924456,281970278.17929378,0.0,28186614.07570998,0.0 - 08/24 11:00:00,21710629.162781314,0.0,26317993.248616298,0.0,13413256.157705144,0.0,21693708.689959136,0.0,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,276569311.30176398,0.0,28186614.07570998,0.0 - 08/24 12:00:00,16902783.554143255,0.0,22013270.718812169,0.0,11023901.347891812,0.0,18046220.292142247,0.0,7751.825070850429,7630.468803264726,7640.301441143494,9197.244541209617,183977599.3962752,0.0,28186614.07570998,0.0 - 08/24 13:00:00,6026356.195400689,0.0,13643981.01394771,0.0,7066705.991345531,0.0,11645305.057477918,0.0,7745.555984012664,7624.297860150903,7634.122546139615,9189.806508982365,154279966.69559983,0.0,28186614.07570998,0.0 - 08/24 14:00:00,1139374.309791814,0.0,6431963.670922537,0.0,2421375.4211637519,0.0,5112242.5599989,0.0,7734.328759975453,7613.246400400431,7623.056845455254,9176.485836231703,130834580.19330321,0.0,28186614.07570998,0.0 - 08/24 15:00:00,0.0,1422644.1523602764,0.0,0.0,0.0,0.0,0.0,0.0,7724.143916618543,7603.221002666253,7613.018528972825,9164.4019083681,115577227.28385259,1422644.1523602764,28186614.07570998,0.0 - 08/24 16:00:00,0.0,16359790.833049283,0.0,3121010.4550310026,0.0,6070318.932236763,0.0,2253105.0748799766,18010.934882248657,17728.97033673047,17751.81592456773,21369.28671813671,269499628.30206087,27804225.295197026,28186614.07570998,0.0 - 08/24 17:00:00,0.0,14594203.052453857,0.0,11258863.595652469,0.0,16436597.609421906,0.0,15621653.841758892,23175.41309682841,22812.597681428517,22841.994041974478,27496.74297948249,346776292.07897,57911318.09928712,35233267.594637479,0.0 - 08/24 18:00:00,0.0,6976896.607794478,0.0,4578721.669749502,0.0,12238196.286611949,0.0,11591187.95667305,18038.56953966687,17756.172368431562,17779.053008863124,21402.0741842837,269913128.7644829,35385002.52082898,14093307.03785499,0.0 - 08/24 19:00:00,0.0,4225589.872429493,0.0,2978160.2042070708,0.0,10606405.967080974,0.0,9053341.975554225,18059.886981053463,17777.156081296485,17800.063761383837,21427.36651475213,270232104.01854929,26863498.019271766,63419881.67034747,0.0 - 08/24 20:00:00,0.0,5318272.562318653,0.0,0.0,0.0,15258821.410759235,0.0,12649696.162960366,15520.665454345415,15277.686541280355,15297.373399749846,18414.677101357585,232237448.98823954,33226790.13603825,63419881.67034747,69761869.8373822 - 08/24 21:00:00,0.0,2676910.2497430124,0.0,0.0,0.0,12939776.11295589,0.0,9830691.58615578,12914.353701973421,12712.177085598723,12728.55802327846,15322.387696204118,193238915.425397,25447377.948854686,49326574.63249246,69761869.8373822 - 08/24 22:00:00,0.0,511475.16529276038,0.0,0.0,0.0,10723308.448931238,0.0,7397477.824955409,10337.66024107543,10175.822241512782,10188.934827095554,12265.239263284864,154683563.66268707,18632261.439179407,35233267.594637479,69761869.8373822 - 08/24 23:00:00,0.0,0.0,0.0,0.0,0.0,7490998.69690062,0.0,3052465.564048337,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,116032060.94369234,10543464.260948956,35233267.594637479,62010550.96656194 - 08/24 24:00:00,0.0,0.0,2227630.3976446154,0.0,0.0,1743876.366258315,0.0,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,79619099.2055014,1743876.366258315,35233267.594637479,46507913.22492146 - 08/25 01:00:00,7380316.969625886,0.0,14743122.089628332,0.0,0.0,0.0,165518.91018112654,0.0,2586.744509763223,2546.2485419061688,2549.5296430426,3069.073618725727,60994704.697811137,0.0,21139960.556782485,23253956.61246073 - 08/25 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796613,1274.8309755844326,1534.6164443223887,19353877.68371783,0.0,14093307.03785499,0.0 - 08/25 03:00:00,0.0,0.0,2761232.806510806,0.0,0.0,0.0,0.0,0.0,1293.4066195817769,1273.1580976674578,1274.7986918248478,1534.5775817678287,22114620.373541688,0.0,14093307.03785499,0.0 - 08/25 04:00:00,4355277.586086181,0.0,8567858.554143928,0.0,0.0,0.0,0.0,0.0,1293.377181994282,1273.1291209308868,1274.7696777487939,1534.5426551939677,32276083.229354659,0.0,14093307.03785499,0.0 - 08/25 05:00:00,8091092.305604897,0.0,11887939.223505339,0.0,0.0,0.0,2215297.556958842,0.0,1293.1668678668203,1272.9220993103243,1274.562389359743,1534.293125509918,41544129.22143757,0.0,14093307.03785499,0.0 - 08/25 06:00:00,1294634.1980871657,0.0,1177852.158805888,0.0,0.0,0.0,0.0,0.0,1293.2333272844795,1272.9875182934023,1274.627892641858,1534.371977072059,21823280.93194353,0.0,14093307.03785499,0.0 - 08/25 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3087698752136,1273.0617798163044,1274.7022498583124,1534.4614868261443,19351923.430953508,0.0,14093307.03785499,15502637.741640486 - 08/25 08:00:00,0.0,0.0,0.0,0.0,0.0,12881362.48279427,0.0,3229155.1563288357,1292.3538049279317,1272.1217650234208,1273.7610237604227,1533.3284573694473,19337634.1838924,16110517.639123105,56373228.15141996,38756594.35410121 - 08/25 09:00:00,0.0,29853648.753710435,0.0,11919308.178561762,0.0,25221400.514555243,0.0,23859189.000309566,5164.546505948632,5083.694566952808,5090.245426284243,6127.537286448107,77277685.62828164,90853546.447137,56373228.15141996,38756594.35410121 - 08/25 10:00:00,0.0,36363735.22954145,0.0,11420203.802077413,0.0,12655250.41259294,0.0,11897386.914006196,7732.599381733982,7611.544095897946,7621.352347359667,9174.433994962623,115703747.35183518,72336576.358218,28186614.07570998,0.0 - 08/25 11:00:00,0.0,47266132.66516027,0.0,14189445.94484385,0.0,11469715.842778165,0.0,11604339.21305437,7715.70702740283,7594.9161945251139,7604.703019238741,9154.391861369517,115450985.16913033,84529633.66583665,28186614.07570998,0.0 - 08/25 12:00:00,0.0,49961004.27889618,0.0,14167253.933489582,0.0,9905280.262453553,0.0,11331988.655236984,5138.411978260202,5057.969180170731,5064.486889715563,6096.5296669620379,76886631.77439073,85365527.13007629,28186614.07570998,0.0 - 08/25 13:00:00,0.0,49538324.723776,0.0,17658323.417463405,0.0,12220672.14860298,0.0,15529657.393193756,5133.441639124436,5053.076652621352,5059.588057645065,6090.63254930696,76812260.03531212,94946977.68303614,28186614.07570998,0.0 - 08/25 14:00:00,0.0,55316012.237436879,0.0,28029042.32322628,0.0,19464548.90222542,0.0,23982340.31930297,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,126791943.78219155,28186614.07570998,0.0 - 08/25 15:00:00,0.0,55654943.39335502,0.0,33374025.18764718,0.0,25731250.07920895,0.0,30268592.32251712,10266.883278248872,10106.153305242704,10119.17611529013,12181.26509861392,153624520.07062424,145028810.98272828,28186614.07570998,0.0 - 08/25 16:00:00,0.0,38742266.21079751,0.0,26793475.4830963,0.0,22424841.57420229,0.0,25145640.337128238,12833.60409781109,12632.691631553376,12648.970144112664,15226.5813732674,192030650.0882803,113106223.60522434,28186614.07570998,0.0 - 08/25 17:00:00,0.0,29005432.651645587,0.0,20621444.92164123,0.0,19778729.95109103,0.0,21419565.87964607,15415.235934780607,15173.907540512191,15193.460669146689,18289.589000886117,230659895.32317216,90825173.40402392,35233267.594637479,0.0 - 08/25 18:00:00,0.0,16880568.212148508,0.0,9395506.354471095,0.0,12647443.235306032,0.0,12455770.918013461,18015.856519017147,17733.81492435722,17756.666754940117,21375.126052292104,269573271.30218377,51379288.7199391,14093307.03785499,0.0 - 08/25 19:00:00,0.0,18973290.480023277,0.0,11458178.53944599,0.0,18703191.037390599,0.0,18780974.259662007,10300.183598590404,10138.93230285712,10151.997351988657,12220.774657547772,154122796.47954227,67915634.31652187,63419881.67034747,0.0 - 08/25 20:00:00,0.0,28735175.01611148,0.0,21077342.9683184,0.0,30737796.873002404,0.0,32585040.775780765,7729.903173512449,7608.890097319098,7618.694928832762,9171.23504682837,115663403.68737364,113135355.63321308,63419881.67034747,69761869.8373822 - 08/25 21:00:00,0.0,21376567.870070153,0.0,14470146.352736902,0.0,25080623.32486112,0.0,25494617.179003858,5158.942264496314,5078.1780609458969,5084.721811696284,6120.88806789198,77193828.73810971,86421954.72667204,49326574.63249246,69761869.8373822 - 08/25 22:00:00,0.0,14561360.694796268,0.0,8441096.436318499,0.0,19785266.420954843,0.0,18857689.42871809,5159.967708872419,5079.187451798996,5085.732503252525,6122.10471850061,77209172.57672838,61645412.9807877,35233267.594637479,69761869.8373822 - 08/25 23:00:00,0.0,8867794.698539114,0.0,3103242.7584579035,0.0,15358534.65604515,0.0,13388604.601078812,5164.546505948632,5083.694566952808,5090.245426284243,6127.537286448107,77277685.62828164,40718176.71412098,35233267.594637479,62010550.96656194 - 08/25 24:00:00,0.0,3487353.5070708335,0.0,0.0,0.0,10470394.591545746,0.0,7643100.648509617,5163.268983018589,5082.437043882556,5088.986282767163,6126.021554257659,77258569.91013348,21600848.747126197,35233267.594637479,46507913.22492146 - 08/26 01:00:00,0.0,0.0,0.0,0.0,0.0,944989.7042210272,0.0,0.0,2582.273252974316,2541.847283476404,2545.1227131421217,3063.7686432240536,38638842.81414082,944989.7042210272,21139960.556782485,23253956.61246073 - 08/26 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.7134510868614,1271.4914360411906,1273.1298825349623,1532.5687019808264,19328052.497917829,0.0,14093307.03785499,0.0 - 08/26 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3887878621179,1273.1405451066967,1274.7811166458205,1534.5564251131319,19353120.74901996,0.0,14093307.03785499,0.0 - 08/26 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3887878621179,1273.1405451066967,1274.7811166458205,1534.5564251131319,19353120.74901996,0.0,14093307.03785499,0.0 - 08/26 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 08/26 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 08/26 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5167.206195107078,5086.312618181314,5092.866851138977,6130.692906108027,77317482.85392744,0.0,14093307.03785499,15502637.741640486 - 08/26 08:00:00,0.0,7934809.803603854,0.0,0.0,0.0,15319070.09868645,0.0,9700512.632298449,20635.769057985257,20312.712243783586,20338.887246785136,24483.552271567918,308775314.9524388,32954392.534588756,56373228.15141996,38756594.35410121 - 08/26 09:00:00,0.0,29209719.273394944,0.0,18313251.165516605,0.0,23720440.981602298,0.0,23247695.289175426,18036.440738195713,17754.076893744557,17776.95483394311,21399.54844259952,269881275.27053847,94491106.70968926,56373228.15141996,38756594.35410121 - 08/26 10:00:00,0.0,5906445.64949886,0.0,1635142.7694943108,0.0,1163707.2665421463,0.0,662759.3539293157,12897.355661240787,12695.445152364739,12711.804529240711,15302.22016972995,192984571.84527428,9368055.039464634,28186614.07570998,0.0 - 08/26 11:00:00,0.0,3205046.321881781,0.0,0.0,0.0,0.0,0.0,0.0,10293.37797251267,10132.233220125221,10145.289636804897,12212.70004199326,154020963.13716976,3205046.321881781,28186614.07570998,0.0 - 08/26 12:00:00,0.0,12241677.981408604,0.0,0.0,0.0,0.0,0.0,0.0,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,12241677.981408604,28186614.07570998,0.0 - 08/26 13:00:00,0.0,23222019.72452433,0.0,3693975.6525538854,0.0,2641325.9560598118,0.0,0.0,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,29557321.33313803,28186614.07570998,0.0 - 08/26 14:00:00,0.0,23412991.52441254,0.0,12350169.442451863,0.0,8501546.579894873,0.0,8919144.744109508,5123.50100614869,5043.291642109264,5049.7904381481989,6078.838367738526,76663517.23492085,53183852.29086878,28186614.07570998,0.0 - 08/26 15:00:00,0.0,29521249.647533046,0.0,20030387.45610201,0.0,16085547.329703695,0.0,17595661.462235623,7659.080564784247,7539.17622974248,7548.891227822226,9087.206725037533,114603677.09059134,83232845.89557436,28186614.07570998,0.0 - 08/26 16:00:00,0.0,37127491.059518348,0.0,30962263.899509178,0.0,26819088.50137413,0.0,30256912.136186005,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,125165755.59658766,28186614.07570998,0.0 - 08/26 17:00:00,0.0,30647517.362892368,0.0,29113251.773367827,0.0,28302976.586725967,0.0,31439235.414637068,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,119502981.13762322,35233267.594637479,0.0 - 08/26 18:00:00,0.0,15226840.000046736,0.0,12966318.385258297,0.0,15971505.948008767,0.0,17302397.034136565,17960.99824588563,17679.815467725373,17702.59771449679,21310.03880529058,268752420.84023419,61467061.367450367,14093307.03785499,0.0 - 08/26 19:00:00,0.0,12498030.279353677,0.0,9149340.500490308,0.0,16888940.285980449,0.0,17046897.464583834,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,55583208.530408259,63419881.67034747,0.0 - 08/26 20:00:00,0.0,20180770.46353458,0.0,15322723.274968792,0.0,26945353.77129609,0.0,27739074.16592223,10314.67144713315,10153.193341428223,10166.276767363554,12237.963936808565,154339579.77384059,90187921.67572168,63419881.67034747,69761869.8373822 - 08/26 21:00:00,0.0,11319076.810172463,0.0,6795269.271168893,0.0,18994157.004958627,0.0,17951817.460112037,10338.25455627138,10176.407252593472,10189.52059202273,12265.944395578455,154692456.46727775,55060320.54641201,49326574.63249246,69761869.8373822 - 08/26 22:00:00,0.0,3574208.9913439687,0.0,0.0,0.0,12152383.351747696,0.0,9378447.386548842,5169.963443835032,5089.026701666068,5095.584431997321,6133.96427647309,77358739.87429744,25105039.729640508,35233267.594637479,69761869.8373822 - 08/26 23:00:00,0.0,0.0,0.0,0.0,0.0,5387349.174634144,0.0,1598393.485478795,5173.73365905067,5092.7378934591729,5099.300406039844,6138.4374929084819,77415154.02524942,6985742.660112939,35233267.594637479,62010550.96656194 - 08/26 24:00:00,0.0,0.0,270396.25428368468,0.0,0.0,672482.0994537225,0.0,0.0,2586.38346116836,2545.8931455944118,2549.1737887664214,3068.6452483499945,38970740.57224876,672482.0994537225,35233267.594637479,46507913.22492146 - 08/27 01:00:00,6043496.012878582,0.0,13222813.396731642,0.0,0.0,0.0,343028.0119328526,0.0,2586.8535959977969,2546.35592037539,2549.637159879939,3069.2030453789718,58316716.41941863,0.0,21139960.556782485,23253956.61246073 - 08/27 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 08/27 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4367309635489,1273.1877376499309,1274.8283700014634,1534.613307772879,19353838.12699616,0.0,14093307.03785499,0.0 - 08/27 04:00:00,0.0,0.0,4751821.659597381,0.0,0.0,0.0,0.0,0.0,1293.290534182834,1273.043829607091,1274.6842765184222,1534.439850873235,24103472.22785108,0.0,14093307.03785499,0.0 - 08/27 05:00:00,6348623.031287738,0.0,9479189.47261242,0.0,0.0,0.0,0.0,0.0,1293.0498359434892,1272.8068995435854,1274.4470411463468,1534.154271600269,35175861.47754145,0.0,14093307.03785499,0.0 - 08/27 06:00:00,1186103.440207243,0.0,1183660.5721981349,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,21712516.773926196,0.0,14093307.03785499,0.0 - 08/27 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,0.0,14093307.03785499,15502637.741640486 - 08/27 08:00:00,0.0,4524869.559237074,0.0,2299780.144732328,0.0,13388593.632928519,0.0,7187809.845117671,20676.50911254276,20352.814505186943,20379.04118404546,24531.88879115691,309384912.9345555,27401053.18201559,56373228.15141996,38756594.35410121 - 08/27 09:00:00,0.0,39791256.92399612,0.0,25043154.883664974,0.0,25533234.86370664,0.0,28230715.515813523,18082.722767830943,17799.634369571948,17822.571015228055,21454.460304068038,270573798.44411638,118598362.18718127,56373228.15141996,38756594.35410121 - 08/27 10:00:00,0.0,39677522.39972957,0.0,15734008.62327081,0.0,12178494.311646413,0.0,12243477.295260666,12908.172457546472,12706.09260970639,12722.465706917908,15315.05388564415,193146424.77533374,79833502.62990746,28186614.07570998,0.0 - 08/27 11:00:00,0.0,51809855.25416055,0.0,16997384.769866785,0.0,11038249.655726865,0.0,11513385.390743964,10311.294514484973,10149.869275290619,10162.94841782745,12233.957335126945,154289050.35382796,91358875.07049816,28186614.07570998,0.0 - 08/27 12:00:00,0.0,53415206.397094029,0.0,13629108.992603183,0.0,8175137.332108733,0.0,9684354.664678872,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,84903807.38648482,28186614.07570998,0.0 - 08/27 13:00:00,0.0,60748973.41036388,0.0,20284631.00905304,0.0,12432128.606128492,0.0,17006842.398998675,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,110472575.42454408,28186614.07570998,0.0 - 08/27 14:00:00,0.0,67830875.3309372,0.0,31720479.365433754,0.0,21483905.078554345,0.0,27305362.565031426,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,148340622.33995674,28186614.07570998,0.0 - 08/27 15:00:00,0.0,71349665.30976922,0.0,42701742.66776736,0.0,32072918.50380367,0.0,38486380.162447299,7700.162458686654,7579.614978932025,7589.382086467599,9135.948823960442,115218390.0529682,184610706.64378754,28186614.07570998,0.0 - 08/27 16:00:00,0.0,59699901.44625992,0.0,42003259.49987653,0.0,36017844.78658454,0.0,40776307.14729629,12837.834998370876,12636.856296575626,12653.140175730872,15231.601175278183,192093957.52544,178497312.88001729,28186614.07570998,0.0 - 08/27 17:00:00,0.0,50884100.35179767,0.0,40718878.245296899,0.0,36117058.454556558,0.0,40533583.333312127,12851.94204145847,12650.742491272016,12667.044264206465,15248.338643402672,192305042.78522266,168253620.38496325,35233267.594637479,0.0 - 08/27 18:00:00,0.0,32372158.283443236,0.0,23555300.472199177,0.0,24661949.270665789,0.0,27197221.319187639,18040.66659721306,17758.23659615066,17781.119896550328,21404.56226301265,269944507.2705361,107786629.34549584,14093307.03785499,0.0 - 08/27 19:00:00,0.0,27656226.348058136,0.0,18544882.14837365,0.0,24908324.13278974,0.0,26294696.82010179,18036.440738195713,17754.076893744557,17776.95483394311,21399.54844259952,269881275.27053847,97404129.44932331,63419881.67034747,0.0 - 08/27 20:00:00,0.0,30232369.89433655,0.0,20575237.727409886,0.0,30794845.41519452,0.0,32137193.708871306,10337.66024107543,10175.822241512782,10188.934827095554,12265.239263284864,154683563.66268707,113739646.74581225,63419881.67034747,69761869.8373822 - 08/27 21:00:00,0.0,20782354.603093428,0.0,11827636.604697716,0.0,23469322.264667028,0.0,22942405.08457216,10338.830439423453,10176.974120187368,10190.088190083381,12266.627658955578,154701073.47113923,79021718.55703035,49326574.63249246,69761869.8373822 - 08/27 22:00:00,0.0,15159235.514528502,0.0,7157892.638304803,0.0,18934564.852575505,0.0,17513869.709982214,5167.549388277915,5086.650438599038,5093.20510687279,6131.100091704735,77322618.09163612,58765562.71539102,35233267.594637479,69761869.8373822 - 08/27 23:00:00,0.0,11416726.112399511,0.0,4347513.448562922,0.0,15982539.343151058,0.0,14055329.77700794,5166.8538043474459,5085.965744164762,5092.519530139849,6130.274807923305,77312209.99167131,45802108.681121427,35233267.594637479,62010550.96656194 - 08/27 24:00:00,0.0,6066932.340256432,0.0,237683.73765980637,0.0,11206733.946086627,0.0,8440655.778440485,2583.7746941389575,2543.325219299519,2546.602553436395,3065.5500458523677,38661309.04581806,25952005.802443349,35233267.594637479,46507913.22492146 - 08/28 01:00:00,0.0,0.0,0.0,0.0,0.0,1815246.5839011095,0.0,0.0,2584.707609855863,2544.243530046842,2547.5220475208454,3066.6569147388947,38675268.367784809,1815246.5839011095,21139960.556782485,23253956.61246073 - 08/28 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.679148414876,1272.4420151973844,1274.0816866094224,1533.7144649975822,19342502.334789356,0.0,14093307.03785499,0.0 - 08/28 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.8978865600425,1272.6573289560827,1274.2972778218758,1533.9739894570742,19345775.33806227,0.0,14093307.03785499,0.0 - 08/28 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,19349088.870979739,0.0,14093307.03785499,0.0 - 08/28 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 08/28 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 08/28 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5168.208168769476,5087.298905759109,5093.854409648984,6131.881709610776,77332475.49763805,0.0,14093307.03785499,15502637.741640486 - 08/28 08:00:00,0.0,0.0,0.0,0.0,0.0,1951641.242793432,0.0,0.0,20665.968877521078,20342.4392795108,20368.65258883206,24519.383204649188,309227198.2218473,1951641.242793432,56373228.15141996,38756594.35410121 - 08/28 09:00:00,0.0,0.0,4442472.698909739,0.0,0.0,0.0,0.0,0.0,18091.945473474912,17808.71269203857,17831.66103603978,21465.402692262294,275154271.5166457,0.0,56373228.15141996,38756594.35410121 - 08/28 10:00:00,14561280.744120282,0.0,23054076.7752749,0.0,0.0,0.0,11856890.031971446,0.0,12923.538049279316,12721.217650234206,12737.610237604225,15333.284573694473,242848589.39029063,0.0,28186614.07570998,0.0 - 08/28 11:00:00,11125876.273644472,0.0,16041822.816541437,0.0,7242044.859479914,0.0,13524203.359148974,0.0,10338.25455627138,10176.407252593472,10189.52059202273,12265.944395578455,202626403.77609254,0.0,28186614.07570998,0.0 - 08/28 12:00:00,15794672.221846838,0.0,20406513.562643909,0.0,9023325.120353772,0.0,16445307.559796343,0.0,5169.12727813569,5088.203626296736,5094.760296011365,6132.972197789228,139016046.69827975,0.0,28186614.07570998,0.0 - 08/28 13:00:00,15769512.194253114,0.0,20028893.560705786,0.0,9018640.037708627,0.0,16016886.943535209,0.0,5166.4922193802699,5085.6098198777,5092.163147208015,6129.845801162297,138140732.29166455,0.0,28186614.07570998,0.0 - 08/28 14:00:00,12523311.822158808,0.0,16215379.662020632,0.0,6907934.82719565,0.0,12715843.71105996,0.0,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,125548422.14700575,0.0,28186614.07570998,0.0 - 08/28 15:00:00,12027502.496307716,0.0,15303991.657645997,0.0,5940009.339554807,0.0,11168820.440309037,0.0,7731.714255948455,7610.672826921711,7620.4799556644279,9173.383827005422,160130827.04976163,0.0,28186614.07570998,0.0 - 08/28 16:00:00,9146562.91578682,0.0,11946481.684332418,0.0,4257399.135495637,0.0,8502014.927238809,0.0,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,226505954.26228146,0.0,28186614.07570998,0.0 - 08/28 17:00:00,6537812.018563689,0.0,9080007.780048566,0.0,1747477.260351379,0.0,5139823.6912166,0.0,12859.51171233805,12658.193657541857,12674.505032064568,15257.319768949194,214923429.36539743,0.0,35233267.594637479,0.0 - 08/28 18:00:00,6001564.752919501,0.0,8089642.412843139,0.0,2002547.6510975017,0.0,4952653.1648644269,0.0,17987.23216211223,17705.638687099516,17728.454209724816,21341.164345483296,290191369.83763608,0.0,14093307.03785499,0.0 - 08/28 19:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,17995.415263124112,17713.6936801385,17736.519582444493,21350.873282465727,269267406.5094222,0.0,63419881.67034747,0.0 - 08/28 20:00:00,0.0,18172735.217881297,0.0,11937765.604135253,0.0,27277650.726402847,0.0,28052340.818527759,10276.823956520404,10115.93836034146,10128.973779431126,12193.059333924075,153773263.54878146,85440492.36694715,63419881.67034747,69761869.8373822 - 08/28 21:00:00,0.0,25995242.97979054,0.0,22041633.268155934,0.0,31604277.00152432,0.0,35422624.62574771,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,115063777.87521851,49326574.63249246,69761869.8373822 - 08/28 22:00:00,0.0,26645575.05488217,0.0,23542625.11622855,0.0,31583148.75185847,0.0,35435095.385514188,5116.6213936508779,5036.519731228496,5043.0098009690659,6070.675970120826,76560576.82548934,117206444.30848338,35233267.594637479,69761869.8373822 - 08/28 23:00:00,0.0,25615093.387554528,0.0,22484190.126397633,0.0,30746937.72761955,0.0,34260609.47932129,5117.630408707354,5037.512949966032,5044.00429957032,6071.873127968863,76575674.83036526,113106830.72089301,35233267.594637479,62010550.96656194 - 08/28 24:00:00,0.0,17429103.59278136,0.0,13399800.247327935,0.0,24553970.563701668,0.0,25957612.9598642,2563.619649393605,2523.485705539576,2526.7374744379947,3041.6368546273645,38359726.86239474,81340487.36367515,35233267.594637479,46507913.22492146 - 08/29 01:00:00,0.0,2118703.4117108716,0.0,0.0,0.0,11495547.371822276,0.0,9179260.333976672,2565.8568922693755,2525.6879239607685,2528.9425306423988,3044.2912578986549,38393202.97717631,22793511.11750982,21139960.556782485,23253956.61246073 - 08/29 02:00:00,0.0,0.0,0.0,0.0,0.0,867261.2670668088,0.0,0.0,1282.4876254768636,1262.4100424521933,1264.0367866434067,1521.6226120659779,19190005.43989839,867261.2670668088,14093307.03785499,0.0 - 08/29 03:00:00,0.0,0.0,0.0,0.0,0.0,5156664.240357181,0.0,63441.14456147455,1277.3287247088813,1257.3319052381258,1258.9521057312246,1515.5017732321158,19112812.232077253,5220105.384918656,14093307.03785499,0.0 - 08/29 04:00:00,0.0,0.0,0.0,0.0,0.0,7554512.224703029,0.0,5904118.356944226,1278.124577327773,1258.1152986358027,1259.7365086112537,1516.4460219848689,19124720.663614915,13458630.581647255,14093307.03785499,0.0 - 08/29 05:00:00,0.0,0.0,0.0,0.0,0.0,5820565.53655826,0.0,3158984.3215727207,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,8979549.85813098,14093307.03785499,0.0 - 08/29 06:00:00,0.0,0.0,0.0,0.0,0.0,4224225.682122661,0.0,1140214.693480996,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,5364440.375603656,14093307.03785499,0.0 - 08/29 07:00:00,0.0,8374285.882682094,0.0,4602755.8450348549,0.0,13850412.993915748,0.0,14502817.874287559,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,41330272.59592026,14093307.03785499,15502637.741640486 - 08/29 08:00:00,0.0,36663714.73276932,0.0,33419414.35714025,0.0,33812970.45538777,0.0,39546376.58357523,20533.766556497743,20212.306610485408,20238.35223058026,24362.53019722784,307249040.14124849,143442476.12887258,56373228.15141996,38756594.35410121 - 08/29 09:00:00,0.0,28917607.23928411,0.0,26387528.69097163,0.0,25931248.528165927,0.0,29895341.641732336,17972.968997719225,17691.598815205874,17714.39624602322,21324.241645389455,268931540.535616,111131726.10015399,56373228.15141996,38756594.35410121 - 08/29 10:00:00,0.0,1507783.9959281423,0.0,0.0,0.0,1487034.7570812684,0.0,0.0,12837.834998370876,12636.856296575626,12653.140175730872,15231.601175278183,192093957.52544,2994818.753009411,28186614.07570998,0.0 - 08/29 11:00:00,0.0,20010691.600559147,0.0,5310970.298640471,0.0,4722077.429581739,0.0,4063228.4099906946,10276.823956520404,10115.938360341463,10128.973779431126,12193.059333924075,153773263.54878146,34106967.73877205,28186614.07570998,0.0 - 08/29 12:00:00,0.0,33566864.6987564,0.0,4432534.303687091,0.0,2605153.645524929,0.0,2869895.6677203786,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,43474448.3156888,28186614.07570998,0.0 - 08/29 13:00:00,0.0,22948759.08092778,0.0,5722516.459522314,0.0,3563085.861967901,0.0,3920252.496878598,5139.209189174922,5058.753910599863,5065.272631349948,6097.4755272809429,76898560.53026043,36154613.8992966,28186614.07570998,0.0 - 08/29 14:00:00,0.0,37386635.39361625,0.0,14901823.0408347,0.0,9842495.647963096,0.0,12070221.990491314,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,74201176.07290536,28186614.07570998,0.0 - 08/29 15:00:00,0.0,56492041.94089326,0.0,32826187.424075813,0.0,24095881.50363809,0.0,29421078.425838837,7674.932090476317,7554.779596842741,7564.514701453599,9106.013955181239,114840865.23823402,142835189.294446,28186614.07570998,0.0 - 08/29 16:00:00,0.0,53792158.6855616,0.0,42094996.434373278,0.0,35797774.68140128,0.0,41215808.00013608,12783.85528578904,12583.721646464164,12599.937056199402,15167.55630683214,191286253.06302513,172900737.80147226,28186614.07570998,0.0 - 08/29 17:00:00,0.0,41107034.67309132,0.0,37892706.07007648,0.0,37306964.95242361,0.0,41238869.62635751,12791.553484127195,12591.299328071238,12607.524502422664,15176.689925302064,191401442.0637234,157545575.32194893,35233267.594637479,0.0 - 08/29 18:00:00,0.0,14063527.575651713,0.0,9383193.846232906,0.0,14239699.465147298,0.0,14552685.560691337,17925.527040299865,17644.899570480204,17667.636824554225,21267.95357388223,268221661.2331795,52239106.447723258,14093307.03785499,0.0 - 08/29 19:00:00,0.0,25070941.051861407,0.0,19144401.476367695,0.0,25943511.784995639,0.0,27889938.00569749,17948.531506172596,17667.543897148218,17690.310330748413,21295.24749450578,268565879.62287,98048792.31892222,63419881.67034747,0.0 - 08/29 20:00:00,0.0,32727430.956659188,0.0,25260860.904708435,0.0,37354004.43439597,0.0,39555287.06984675,10304.050277421613,10142.738448109898,10155.808401848079,12225.362324380798,154180654.0263374,134897583.36561034,63419881.67034747,69761869.8373822 - 08/29 21:00:00,0.0,21330469.897981429,0.0,15315047.992724244,0.0,28427427.01262381,0.0,28462417.765755219,10302.779472009453,10141.487537393534,10154.555879205578,12223.854562268894,154161638.82315887,93535362.6690847,49326574.63249246,69761869.8373822 - 08/29 22:00:00,0.0,15051826.995326467,0.0,10090662.935741835,0.0,22755905.860868567,0.0,22065935.945609489,5150.091799295202,5069.46615142856,5075.998675994329,6110.387328773886,77061398.23977113,69964331.73754636,35233267.594637479,69761869.8373822 - 08/29 23:00:00,0.0,9967593.017953897,0.0,4049184.899248818,0.0,18078126.77798504,0.0,17112216.288964359,5156.219173316969,5075.4976002669559,5082.03789697017,6117.657224154467,77153082.82095082,49207120.98415211,35233267.594637479,62010550.96656194 - 08/29 24:00:00,0.0,872028.6099644703,0.0,0.0,0.0,10393761.542201927,0.0,7373097.796620406,2581.6344915092947,2541.218521941278,2544.4931413835818,3063.0107771288296,38629284.95506674,18638887.948786804,35233267.594637479,46507913.22492146 - 08/30 01:00:00,0.0,0.0,481710.0056498778,0.0,0.0,0.0,0.0,0.0,2583.0607218375118,2542.6224243676444,2545.898852881517,3064.7029449707008,39132335.804256428,0.0,21139960.556782485,23253956.61246073 - 08/30 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 08/30 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.490860958758,1272.256675416517,1273.8961079993304,1533.4910691182725,19339684.96857436,0.0,14093307.03785499,0.0 - 08/30 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.3538049279317,1272.121765023421,1273.7610237604227,1533.3284573694473,19337634.183892404,0.0,14093307.03785499,0.0 - 08/30 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 08/30 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.1309374422706,1271.9023865698239,1273.5413626152966,1533.0640336050854,19334299.392836915,0.0,14093307.03785499,0.0 - 08/30 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5163.703989341776,5082.865240100604,5089.415030759742,6126.537672654908,77265078.9582853,0.0,14093307.03785499,15502637.741640486 - 08/30 08:00:00,0.0,7923132.015740085,0.0,2731027.0532444298,0.0,13836477.350155823,0.0,7411581.823701264,20635.769057985257,20312.712243783586,20338.887246785136,24483.552271567918,308775314.95243886,31902218.2428416,56373228.15141996,38756594.35410121 - 08/30 09:00:00,0.0,28910841.766946306,0.0,19078914.325236747,0.0,20705720.58030013,0.0,21646612.178654486,18027.608506150802,17745.382931939967,17768.249669081353,21389.06933642526,269749117.59695056,90342088.85113766,56373228.15141996,38756594.35410121 - 08/30 10:00:00,0.0,21341757.587693849,0.0,7057264.262514081,0.0,5862261.971426418,0.0,4464254.491743058,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,38725538.3133774,28186614.07570998,0.0 - 08/30 11:00:00,0.0,43477781.512131657,0.0,13512211.817972092,0.0,10105317.026827058,0.0,10272465.182180975,10266.883278248872,10106.153305242704,10119.17611529013,12181.26509861392,153624520.07062424,77367775.53911178,28186614.07570998,0.0 - 08/30 12:00:00,0.0,49078401.8605841,0.0,11722379.300347927,0.0,9670874.585303572,0.0,11492768.379659392,5116.6213936508779,5036.519731228496,5043.0098009690659,6070.675970120826,76560576.82548934,81964424.125895,28186614.07570998,0.0 - 08/30 13:00:00,0.0,58487914.24127081,0.0,23164204.74779764,0.0,16117532.220695654,0.0,22234268.364388016,5095.80632156729,5016.030522981425,5022.494190285878,6045.979681653798,76249118.57935822,120003919.57415211,28186614.07570998,0.0 - 08/30 14:00:00,0.0,79119276.39377052,0.0,46832691.819274,0.0,30916400.106689566,0.0,41761993.969483498,5088.591177930326,5008.928333764081,5015.382849172822,6037.419189147505,76141157.58005303,198630362.28921757,28186614.07570998,0.0 - 08/30 15:00:00,0.0,75195657.9277311,0.0,50080130.467760767,0.0,38880838.946371939,0.0,48600277.037307899,7619.684300190506,7500.39672102032,7510.061747744935,9040.464560944933,114014186.3876425,212756904.37917174,28186614.07570998,0.0 - 08/30 16:00:00,0.0,63900434.68534433,0.0,48941315.65124976,0.0,40532959.05408212,0.0,48201438.81635763,12721.477944825816,12522.3208344102,12538.457122932055,15093.547972868762,190352893.9501326,201576148.20703385,28186614.07570998,0.0 - 08/30 17:00:00,0.0,48895172.66331423,0.0,42173494.794568788,0.0,37960909.84679099,0.0,43306827.07234934,12756.787559991335,12557.077670963303,12573.258747216612,15135.441483411778,190881235.6616989,172336404.37702338,35233267.594637479,0.0 - 08/30 18:00:00,0.0,31260861.898600446,0.0,26123128.553045364,0.0,25744662.62574127,0.0,29532294.487097894,17901.020328267925,17620.77651559685,17643.482684652467,21238.87729553505,267854964.56658826,112660947.56448496,14093307.03785499,0.0 - 08/30 19:00:00,0.0,33066007.959956133,0.0,26979395.807783,0.0,30705906.203209703,0.0,34660086.00811368,17915.207456523087,17634.741541712567,17657.46570612972,21255.709781653815,268067248.14966909,125411395.97906253,63419881.67034747,0.0 - 08/30 20:00:00,0.0,47411334.49881871,0.0,41235628.41998851,0.0,47157194.222057867,0.0,53858388.06637789,10247.00201229738,10086.583284218528,10099.580876296397,12157.676735477053,153327034.4698417,189662545.20724298,63419881.67034747,69761869.8373822 - 08/30 21:00:00,0.0,38602217.42073344,0.0,33122238.84127926,0.0,39614962.923743698,0.0,44661395.29980121,10263.427569077501,10102.751695843073,10115.770122569595,12177.165031594619,153572811.90870524,156000814.4855576,49326574.63249246,69761869.8373822 - 08/30 22:00:00,0.0,27471894.65032009,0.0,22115191.2990876,0.0,30576835.60875041,0.0,33150063.30069619,5148.757729180154,5068.152966430033,5074.683798822897,6108.804505506969,77041436.39978419,113313984.8588543,35233267.594637479,69761869.8373822 - 08/30 23:00:00,0.0,20100792.014115305,0.0,14643764.360477876,0.0,24844437.637871189,0.0,25765479.35925097,5153.268782341633,5072.5933982127339,5079.129952555175,6114.156697885578,77108935.79158244,85354473.37171534,35233267.594637479,62010550.96656194 - 08/30 24:00:00,0.0,12766365.716331464,0.0,7731365.718909743,0.0,18609712.581413248,0.0,17823848.180280679,2577.823628621243,2537.4673188226549,2540.7371044568628,3058.489333781736,38572262.58845699,56931292.19693513,35233267.594637479,46507913.22492146 - 08/31 01:00:00,0.0,341742.55304387767,0.0,0.0,0.0,5444030.936875976,0.0,2235185.788383329,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,8020959.278303182,21139960.556782485,23253956.61246073 - 08/31 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.3593506695755,1270.1585343185444,1271.7952632324,1530.9621135249072,19307790.942283535,0.0,14093307.03785499,0.0 - 08/31 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8873470694787,1271.6626096497597,1273.3012767181975,1532.7750229261838,19330654.52290903,0.0,14093307.03785499,0.0 - 08/31 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 08/31 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.6230548450674,1271.402454969425,1273.0407868020039,1532.4614502905743,19326699.888865457,0.0,14093307.03785499,0.0 - 08/31 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 08/31 07:00:00,0.0,0.0,0.0,0.0,0.0,2038082.8017360736,0.0,0.0,1290.706204221218,1270.4999578131306,1272.1371266860074,1531.3736420237172,19312980.95067866,2038082.8017360736,14093307.03785499,15502637.741640486 - 08/31 08:00:00,0.0,18144006.186346905,0.0,4335908.4693292309,0.0,25436014.868999795,0.0,21081246.76545823,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,68997176.29013416,56373228.15141996,38756594.35410121 - 08/31 09:00:00,0.0,66436419.8281914,0.0,37142436.87000003,0.0,40152833.618632938,0.0,44430905.38830903,12893.33930891644,12691.49167678528,12707.845959204444,15297.454921010707,192924474.71730075,188162595.7051334,56373228.15141996,38756594.35410121 - 08/31 10:00:00,0.0,57157491.939115088,0.0,22581712.23624806,0.0,19715136.551697025,0.0,21859368.021037237,12881.628723732729,12679.964422997227,12696.303851373325,15283.560758710753,192749247.9245305,121313708.7480974,28186614.07570998,0.0 - 08/31 11:00:00,0.0,37785779.20331415,0.0,16945819.750222774,0.0,12808399.348146003,0.0,13726661.759830358,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,192653495.5994278,81266660.06151329,28186614.07570998,0.0 - 08/31 12:00:00,0.0,16062797.914844919,0.0,2148584.089681388,0.0,5984798.186424457,0.0,4414996.73870417,7720.033479384502,7599.174915093914,7608.967227603673,9159.525031494948,115515722.35287734,28611176.929654939,28186614.07570998,0.0 - 08/31 13:00:00,0.0,21326726.012145208,0.0,6557804.749585607,0.0,8183386.204257315,0.0,8061267.65905058,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,44129184.62503871,28186614.07570998,0.0 - 08/31 14:00:00,0.0,30635987.940883019,0.0,13077566.481079001,0.0,12174633.041605082,0.0,13490508.662736102,7702.700999022526,7582.113777945375,7591.884105438524,9138.960705166912,115256374.515264,69378696.1263032,28186614.07570998,0.0 - 08/31 15:00:00,0.0,35966614.61660276,0.0,19427617.16860777,0.0,17673865.352283095,0.0,19884669.431114526,7692.227788359685,7571.804527349237,7581.5615703207499,9126.53464050248,115099662.69551574,92952766.56860815,28186614.07570998,0.0 - 08/31 16:00:00,0.0,40491242.75296418,0.0,27964397.521775135,0.0,24625099.692368758,0.0,27648197.62681088,17951.694586596324,17670.65745895784,17693.427904700224,21299.00036868633,268613209.14818659,120728937.59391897,28186614.07570998,0.0 - 08/31 17:00:00,0.0,34444340.56254226,0.0,27839944.95031374,0.0,26231681.559064654,0.0,28616515.43583449,23100.487376059962,22738.844936796082,22768.146259402794,27407.84647188132,345655170.15890458,117132482.50775515,35233267.594637479,0.0 - 08/31 18:00:00,0.0,21584802.778011696,0.0,15904467.94621102,0.0,20104958.27301343,0.0,21165755.747751308,18003.31639727327,17721.4711205586,17744.307044890393,21360.247676528867,269385632.0613041,78759984.74498746,14093307.03785499,0.0 - 08/31 19:00:00,0.0,18914618.274595586,0.0,11666387.238391955,0.0,20158242.60277991,0.0,20123065.27777052,18054.45551834481,17771.80964914977,17794.710439813603,21420.92229157999,270150832.4359974,70862313.39353797,63419881.67034747,0.0 - 08/31 20:00:00,0.0,30741273.639188179,0.0,22514852.07557212,0.0,34320218.93043314,0.0,36195947.981722269,15482.869922397902,15240.482705436229,15260.121622965919,18369.83414544601,231671910.2264858,123772292.6269157,63419881.67034747,69761869.8373822 - 08/31 21:00:00,0.0,23299248.365106197,0.0,15636981.003033989,0.0,27965366.19784455,0.0,28463353.793508494,12908.172457546472,12706.09260970639,12722.465706917908,15315.05388564415,193146424.77533374,95364949.35949321,49326574.63249246,69761869.8373822 - 08/31 22:00:00,0.0,15876476.348816764,0.0,8456183.180208082,0.0,21788071.126411708,0.0,20766444.579881528,10330.704668738235,10168.975559958088,10182.07932289285,12256.986742217303,154579486.6577033,66887175.23531808,35233267.594637479,69761869.8373822 - 08/31 23:00:00,0.0,11112673.255620748,0.0,4010907.6586096996,0.0,17904207.02472459,0.0,15953075.88042022,7749.738329070404,7628.414729816549,7638.244720812024,9194.768701743447,115960199.33319272,48980863.81937526,35233267.594637479,62010550.96656194 - 08/31 24:00:00,0.0,5009410.434119192,0.0,0.0,0.0,12482827.008390744,0.0,9322166.658128873,5166.8538043474459,5085.965744164762,5092.519530139849,6130.274807923305,77312209.99167131,26814404.100638808,35233267.594637479,46507913.22492146 - 09/01 01:00:00,0.0,0.0,0.0,0.0,0.0,1531417.799078223,0.0,0.0,2583.4269021737229,2542.982872082381,2546.2597650699246,3065.1374039616528,38656104.995835658,1531417.799078223,21139960.556782485,23253956.61246073 - 09/01 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.5303609187559,1271.3112121838222,1272.9494264407586,1532.3514724853504,19325312.899303274,0.0,14093307.03785499,0.0 - 09/01 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.3380835922795,1271.121944994761,1272.7599153616064,1532.1233427771629,19322435.832212915,0.0,14093307.03785499,0.0 - 09/01 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 09/01 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 09/01 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 09/01 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.8172457546473,1270.609260970639,1272.2465706917909,1531.5053885644148,19314642.47753337,0.0,14093307.03785499,15502637.741640486 - 09/01 08:00:00,0.0,10536113.217015444,0.0,909037.4958088087,0.0,14975453.493315734,0.0,7669482.973137131,1289.4700867570489,1269.2831919984604,1270.9187929443925,1529.9070358379848,19294484.78713639,34090087.17927712,56373228.15141996,38756594.35410121 - 09/01 09:00:00,0.0,58270928.85045865,0.0,35136669.11963983,0.0,36036912.44819918,0.0,39697003.16985121,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,169141513.58814887,56373228.15141996,38756594.35410121 - 09/01 10:00:00,0.0,71941177.86257759,0.0,35928772.69563157,0.0,28468300.908109234,0.0,33406809.536515487,7682.368731557086,7562.099815920086,7571.844353380384,9114.83724594953,114952140.5285055,169745061.0028339,28186614.07570998,0.0 - 09/01 11:00:00,0.0,88879295.91863963,0.0,38786217.31433757,0.0,29182688.890916435,0.0,35807116.41260206,7654.072535994802,7534.24660257798,7543.955248329968,9081.264890047069,114528741.39701934,192655318.5364957,28186614.07570998,0.0 - 09/01 12:00:00,0.0,96024123.70803245,0.0,40445418.4390201,0.0,28269437.62021029,0.0,38095977.104820858,5088.591177930326,5008.928333764081,5015.382849172822,6037.419189147505,76141157.58005303,202834956.8720837,28186614.07570998,0.0 - 09/01 13:00:00,0.0,106159157.2282368,0.0,52212635.516684729,0.0,35286130.05864282,0.0,49777864.488135699,5069.229251981554,4989.869522378,4996.299478562977,6014.447003099436,75851442.92167908,243435787.2917,28186614.07570998,0.0 - 09/01 14:00:00,0.0,111955030.41418812,0.0,66655807.05860886,0.0,47467881.7101049,0.0,62590547.943494219,7593.54044432593,7474.662152096436,7484.29401720232,9009.445873933944,113622992.95521108,288669267.12639608,28186614.07570998,0.0 - 09/01 15:00:00,0.0,109881068.83813524,0.0,76047926.90912408,0.0,58063861.31423116,0.0,72856915.2583064,10116.281036530501,9957.908769713255,9970.740551545647,12002.581287656063,151371041.92360369,316849772.3197968,28186614.07570998,0.0 - 09/01 16:00:00,0.0,102226411.14306073,0.0,81799510.35526677,0.0,66104297.618780408,0.0,80182661.38666094,12620.024313238173,12422.45547835122,12438.463080168747,14973.177111713227,188834831.94049693,330312880.5037688,28186614.07570998,0.0 - 09/01 17:00:00,0.0,87261743.26677431,0.0,79190616.5569638,0.0,67786006.95839782,0.0,80029498.8800331,15178.665840220288,14941.040994914321,14960.294051236622,18008.907614125972,227120070.60178996,314267865.66216906,35233267.594637479,0.0 - 09/01 18:00:00,0.0,66198451.857541259,0.0,60262904.79214913,0.0,54816461.63538428,0.0,66055360.23527118,17788.211931208738,17509.734155038008,17532.297234678186,21105.034438585564,266166999.93423779,247333178.52034585,14093307.03785499,0.0 - 09/01 19:00:00,0.0,53827515.10338702,0.0,45842538.605618018,0.0,46283952.524919439,0.0,54252242.114795837,10216.472928258037,10056.532138685017,10069.491006794608,12121.455142631152,152870224.3789277,200206248.3487203,63419881.67034747,0.0 - 09/01 20:00:00,0.0,64937272.4751117,0.0,56227850.44393108,0.0,59872262.67488299,0.0,69218934.28560695,7680.907626252055,7560.661584491175,7570.404268643479,9113.103700278929,114930277.8467963,250256319.87953273,63419881.67034747,69761869.8373822 - 09/01 21:00:00,0.0,55230864.37838522,0.0,46757794.000318918,0.0,51624862.76533371,0.0,59081177.88297866,5125.3877450920449,5045.14884380249,5051.6500330353669,6081.076911473563,76691748.72025247,212694699.02701653,49326574.63249246,69761869.8373822 - 09/01 22:00:00,0.0,45645746.81129218,0.0,37783343.662369538,0.0,43810285.83306742,0.0,49456948.29857589,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,176696324.60530503,35233267.594637479,69761869.8373822 - 09/01 23:00:00,0.0,37739162.86847963,0.0,30393133.243345,0.0,37656547.09561146,0.0,41745414.87388483,5138.411978260202,5057.969180170731,5064.486889715563,6096.5296669620379,76886631.77439073,147534258.0813209,35233267.594637479,62010550.96656194 - 09/01 24:00:00,0.0,30384426.419483954,0.0,23692402.725448796,0.0,31207654.370476467,0.0,33973822.269605059,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,119258305.78501426,35233267.594637479,46507913.22492146 - 09/02 01:00:00,0.0,15618388.849960477,0.0,10358454.812003088,0.0,17485845.58910652,0.0,17726361.725006857,2572.2696186743739,2532.0002579376039,2535.2629987058496,3051.8997129893698,38489157.31790591,61189050.97607694,21139960.556782485,23253956.61246073 - 09/02 02:00:00,0.0,3491915.405462077,0.0,0.0,0.0,6452270.422727678,0.0,4436556.570619801,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,14380742.398809556,14093307.03785499,0.0 - 09/02 03:00:00,0.0,868304.235404359,0.0,0.0,0.0,4623796.552243675,0.0,2029199.102419152,1286.6722465640838,1266.5291525156527,1268.161204600612,1526.5875052491575,19252620.39214622,7521299.890067187,14093307.03785499,0.0 - 09/02 04:00:00,0.0,0.0,0.0,0.0,0.0,3454229.135567487,0.0,509731.34079475878,1286.1348093371869,1266.0001289688019,1267.6314993529248,1525.9498564946849,19244578.658952957,3963960.476362246,14093307.03785499,0.0 - 09/02 05:00:00,0.0,0.0,0.0,0.0,0.0,2261406.5725262037,0.0,0.0,1286.3162024167676,1266.1786823058829,1267.8102827742053,1526.1650724594077,19247292.863842548,2261406.5725262037,14093307.03785499,0.0 - 09/02 06:00:00,0.0,1322642.532881,0.0,0.0,0.0,9108120.827864383,0.0,5520056.62650963,1285.3868045088655,1265.2638342956078,1266.8942558888924,1525.0623773189807,19233386.179244449,15950819.98725501,14093307.03785499,0.0 - 09/02 07:00:00,0.0,33862713.99748789,0.0,30153655.112097056,0.0,34447944.95790003,0.0,39038583.8002395,5131.713784538751,5051.375847921537,5057.885061284797,6088.5825157973099,76786405.95435262,137502897.86772449,14093307.03785499,15502637.741640486 - 09/02 08:00:00,0.0,81846712.03402406,0.0,70503883.63459017,0.0,65894801.446190688,0.0,79423982.99802232,20470.521634829416,20150.051799864126,20176.01719828128,24287.49251187545,306302699.321461,297669380.1128272,56373228.15141996,38756594.35410121 - 09/02 09:00:00,0.0,91445037.8045852,0.0,64270065.06594696,0.0,58778712.65794252,0.0,69839805.9969788,17875.02289180661,17595.18607385315,17617.85926701262,21208.032329556852,267465962.02402524,284333621.52545347,56373228.15141996,38756594.35410121 - 09/02 10:00:00,0.0,87183284.0690903,0.0,49585180.74449029,0.0,39008754.920451197,0.0,47371480.22259375,12721.477944825816,12522.3208344102,12538.457122932055,15093.547972868762,190352893.9501326,223148699.95662553,28186614.07570998,0.0 - 09/02 11:00:00,0.0,81719201.34055865,0.0,51852710.8460782,0.0,35707305.93468094,0.0,44527524.72834657,10179.629756094904,10020.265753255184,10033.177888425516,12077.742125249939,152318935.88289196,213806742.84966437,28186614.07570998,0.0 - 09/02 12:00:00,0.0,57859585.67431804,0.0,49095770.14293444,0.0,32954461.16690743,0.0,41423457.5918744,5073.251640952366,4993.828940099099,5000.263998397941,6019.219414069279,75911630.37666726,181333274.5760343,28186614.07570998,0.0 - 09/02 13:00:00,0.0,65189881.14935846,0.0,51014668.022706869,0.0,33440520.495860708,0.0,43247069.42395818,5078.498622792532,4998.993779459733,5005.435493181254,6025.444757733026,75990141.55139956,192892139.09188424,28186614.07570998,0.0 - 09/02 14:00:00,0.0,62379224.38972688,0.0,50771980.88513101,0.0,33295942.559759685,0.0,42650721.339670199,5086.1184597285759,5006.494326427064,5012.9457053689179,6034.485403390584,76104158.02169451,189097869.17428778,28186614.07570998,0.0 - 09/02 15:00:00,0.0,43882336.536990199,0.0,37241342.01726041,0.0,27599298.511717686,0.0,33092505.99060705,7647.215087148336,7527.496508372463,7537.196455939098,9073.128788755654,114426132.62477598,141815483.05657534,28186614.07570998,0.0 - 09/02 16:00:00,0.0,26766890.076253017,0.0,21330630.758894139,0.0,19546027.968763245,0.0,22010954.02986171,12786.443091619949,12586.268939712036,12602.487631894619,15170.626639667891,191324974.69042019,89654502.8337721,28186614.07570998,0.0 - 09/02 17:00:00,0.0,15871202.968828833,0.0,12565999.095787287,0.0,15816684.809149348,0.0,16750997.266169232,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,61004884.1399347,35233267.594637479,0.0 - 09/02 18:00:00,0.0,12532998.711062208,0.0,10334639.083099906,0.0,13323624.938670999,0.0,14074048.641649329,17882.602145924335,17602.646673333755,17625.329480237142,21217.024825249617,267579371.24908144,50265311.37448244,14093307.03785499,0.0 - 09/02 19:00:00,0.0,29788282.908178759,0.0,27356862.94746979,0.0,33238062.513799337,0.0,37650709.931682068,17878.827624451565,17598.931242698774,17621.609261890564,21212.546499604516,267522892.66312353,128033918.30112994,63419881.67034747,0.0 - 09/02 20:00:00,0.0,48745648.0733322,0.0,45413687.40643321,0.0,53696264.746536958,0.0,61546305.99270642,10218.62979767105,10058.655241905006,10071.616845849796,12124.014185856926,152902497.85661803,209401906.2190088,63419881.67034747,69761869.8373822 - 09/02 21:00:00,0.0,37779131.849451798,0.0,34473211.4047217,0.0,42850346.3701154,0.0,48197950.1098236,10233.242787301755,10073.039462456993,10086.019601938131,12141.351940241651,153121153.65097869,163300639.7341125,49326574.63249246,69761869.8373822 - 09/02 22:00:00,0.0,31578177.24920345,0.0,28667309.09614609,0.0,36946102.87882435,0.0,40918029.308495718,5110.384691430772,5030.380665745101,5036.862824673194,6063.276361006229,76467256.35427907,138109618.5326696,35233267.594637479,69761869.8373822 - 09/02 23:00:00,0.0,29375805.496969753,0.0,26795203.654123859,0.0,34366953.94365078,0.0,38108334.31346214,5115.603666375993,5035.517936663957,5042.006715489979,6069.468475558214,76545348.45871732,128646297.40820652,35233267.594637479,62010550.96656194 - 09/02 24:00:00,0.0,24124853.068950356,0.0,21610575.58457289,0.0,28554704.960033448,0.0,31501173.191353363,2561.2722323928589,2521.1750377898858,2524.423829157064,3038.8517339623947,38324602.19988793,105791306.80491007,35233267.594637479,46507913.22492146 - 09/03 01:00:00,0.0,11941619.425009026,0.0,8894535.559592903,0.0,16932773.531100908,0.0,17715961.440952794,2560.302542084018,2520.2205281637254,2523.468089547826,3037.701233426309,38310092.61559876,55484889.95665563,21139960.556782485,23253956.61246073 - 09/03 02:00:00,0.0,1065718.427032278,0.0,0.0,0.0,7535349.3822188009,0.0,5661858.075260088,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,14262925.884511166,14093307.03785499,0.0 - 09/03 03:00:00,0.0,7397.839492558218,0.0,0.0,0.0,6156101.520346639,0.0,3674569.5158155655,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,9838068.875654763,14093307.03785499,0.0 - 09/03 04:00:00,0.0,0.0,0.0,0.0,0.0,3303155.194550878,0.0,484396.07520927456,1282.9284461346877,1262.8439619803842,1264.4712653211994,1522.1456289493274,19196601.488588156,3787551.2697601525,14093307.03785499,0.0 - 09/03 05:00:00,0.0,0.0,0.0,0.0,0.0,2346877.1866740148,0.0,0.0,1282.2638990425949,1262.1898184969892,1263.816278907159,1521.357169191881,19186657.796299049,2346877.1866740148,14093307.03785499,0.0 - 09/03 06:00:00,0.0,0.0,0.0,0.0,0.0,7221236.43875977,0.0,4594561.129350916,1281.3469362730112,1261.2872109506225,1262.9125082588417,1520.2692278683908,19172937.180063119,11815797.568110686,14093307.03785499,0.0 - 09/03 07:00:00,0.0,19868763.814510645,0.0,15524943.839428649,0.0,24703440.409109136,0.0,27654816.55884879,5121.57915437139,5041.399877280059,5047.896235586922,6076.558163966352,76634760.352337,87751964.62189722,14093307.03785499,15502637.741640486 - 09/03 08:00:00,0.0,42313477.53600455,0.0,39327937.82092344,0.0,40149247.06699957,0.0,47246075.805917147,20470.521634829416,20150.051799864126,20176.01719828128,24287.49251187545,306302699.321461,169036738.2298447,56373228.15141996,38756594.35410121 - 09/03 09:00:00,0.0,47799487.64318911,0.0,41610287.84533936,0.0,38438341.79495053,0.0,45789341.123956728,17897.397400104655,17617.21030504983,17639.911878679162,21234.578829564995,267800754.28823514,173637458.40743573,56373228.15141996,38756594.35410121 - 09/03 10:00:00,0.0,40408970.826794039,0.0,26689936.577455686,0.0,19943519.896659528,0.0,24197760.24253839,12748.24782393121,12548.671626064284,12564.841870270755,15125.309412558205,190753454.638168,111240187.54344765,28186614.07570998,0.0 - 09/03 11:00:00,0.0,72030338.10565917,0.0,35818518.75162122,0.0,25194106.63446538,0.0,31858112.82234589,10189.250024534454,10029.735414597655,10042.659752393174,12089.156206525244,152462885.0329819,164901076.31409166,28186614.07570998,0.0 - 09/03 12:00:00,0.0,62528643.25681429,0.0,31883699.923850597,0.0,21498603.909674586,0.0,28392347.27824606,5091.030123159573,5011.329096850779,5017.786705887798,6040.3129045617429,76177651.78965561,144303294.36858554,28186614.07570998,0.0 - 09/03 13:00:00,0.0,85271486.48568438,0.0,41007485.83143084,0.0,24753003.524552853,0.0,36046205.68945965,5078.498622792532,4998.993779459733,5005.435493181254,6025.444757733026,75990141.55139956,187078181.53112773,28186614.07570998,0.0 - 09/03 14:00:00,0.0,89054908.0924657,0.0,52505211.422433849,0.0,32924462.93868417,0.0,45715664.190570939,5093.435201808044,5013.696523544341,5020.157183252292,6043.166438570658,76213639.2498312,220200246.64415468,28186614.07570998,0.0 - 09/03 15:00:00,0.0,83263551.0284237,0.0,57837556.43024814,0.0,41806916.27749055,0.0,53506817.212377469,7659.080564784247,7539.17622974248,7548.891227822226,9087.206725037533,114603677.09059134,236414840.94853986,28186614.07570998,0.0 - 09/03 16:00:00,0.0,71569452.86096072,0.0,54841947.778223838,0.0,49269554.79177755,0.0,57735558.71750225,12781.245773277731,12581.152986358024,12597.365086112537,15164.460219848688,191247206.6361491,233416514.14846436,28186614.07570998,0.0 - 09/03 17:00:00,0.0,55207639.99032646,0.0,48734222.80953963,0.0,47010366.71424886,0.0,51896116.07993458,12818.098246968028,12617.428527697877,12633.687372189974,15208.184273136822,191798634.31197373,202848345.59404955,35233267.594637479,0.0 - 09/03 18:00:00,0.0,33251952.388209028,0.0,27958886.74202292,0.0,30693296.097857868,0.0,34424772.38368181,17995.415263124112,17713.6936801385,17736.519582444493,21350.873282465727,269267406.5094222,126328907.61177165,14093307.03785499,0.0 - 09/03 19:00:00,0.0,23633504.172552363,0.0,16280661.286067289,0.0,23512824.65368395,0.0,24781879.06118421,18027.608506150802,17745.382931939967,17768.249669081353,21389.06933642526,269749117.59695056,88208869.17348781,63419881.67034747,0.0 - 09/03 20:00:00,0.0,33042182.724981756,0.0,24950325.442301625,0.0,35595018.281597319,0.0,38222811.00198035,10318.919096627043,10157.374493176892,10170.46330695301,12243.003610790318,154403137.82717014,131810337.45086105,63419881.67034747,69761869.8373822 - 09/03 21:00:00,0.0,21329635.2750655,0.0,13633210.586381674,0.0,25991811.640906194,0.0,26106423.827839383,10333.707608694891,10171.931488329525,10185.039060279698,12260.54961584661,154624419.98334263,87061081.33019275,49326574.63249246,69761869.8373822 - 09/03 22:00:00,0.0,12122059.024484529,0.0,4796262.442475478,0.0,18608479.869545096,0.0,16637524.81407349,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,52164326.150578599,35233267.594637479,69761869.8373822 - 09/03 23:00:00,0.0,4391992.731771498,0.0,0.0,0.0,12574619.54209614,0.0,8949903.270189733,5171.59154624017,5090.629315824331,5097.189111287503,6135.895957828297,77383101.35224909,25916515.544057367,35233267.594637479,62010550.96656194 - 09/03 24:00:00,0.0,0.0,0.0,0.0,0.0,4282978.003987314,0.0,217187.90652037468,2586.5659603899105,2546.0727877566034,2549.3536624158748,3068.8617767099406,38703075.07418038,4500165.910507688,35233267.594637479,46507913.22492146 - 09/04 01:00:00,481262.2476893243,0.0,6866903.755617796,0.0,0.0,0.0,0.0,0.0,2586.706814865389,2546.2114371289919,2549.492490452131,3069.0288951683498,46053348.69872062,0.0,21139960.556782485,23253956.61246073 - 09/04 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4030062155769,1273.1545408691798,1274.795130443272,1534.5732946467629,19353333.499829249,0.0,14093307.03785499,0.0 - 09/04 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4397030831779,1273.1906632404728,1274.8312993619273,1534.616834079366,19353882.599153796,0.0,14093307.03785499,0.0 - 09/04 04:00:00,0.0,0.0,1240663.4610802695,0.0,0.0,0.0,0.0,0.0,1293.437716471186,1273.188707729262,1274.8293413308409,1534.6144770400713,20594516.334337169,0.0,14093307.03785499,0.0 - 09/04 05:00:00,0.0,0.0,3393811.9839681086,0.0,0.0,0.0,0.0,0.0,1293.424498517852,1273.1756967054535,1274.816313541,1534.5987944430008,22747467.075514415,0.0,14093307.03785499,0.0 - 09/04 06:00:00,0.0,0.0,1579737.5975026866,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,20933427.09644046,0.0,14093307.03785499,0.0 - 09/04 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,0.0,14093307.03785499,15502637.741640486 - 09/04 08:00:00,0.0,0.0,707304.503330245,0.0,0.0,892084.0062149671,0.0,0.0,20687.148760973076,20363.287587936255,20389.527762430862,24544.51232787913,310251419.68451979,892084.0062149671,56373228.15141996,38756594.35410121 - 09/04 09:00:00,0.0,23798822.029212595,0.0,1396473.9746046893,0.0,17855424.445279484,0.0,7689191.643655001,18085.221682874773,17802.094163634596,17825.03397898642,21457.425171378094,270611189.988746,50739912.09275177,56373228.15141996,38756594.35410121 - 09/04 10:00:00,0.0,40403628.397204268,0.0,4937758.220369112,0.0,6641734.131159649,0.0,4233770.988431707,12907.062042212181,12704.999578131303,12721.371266860075,15313.736420237172,193129809.50678665,56216891.737164739,28186614.07570998,0.0 - 09/04 11:00:00,0.0,52966551.526215668,0.0,3641772.2107442866,0.0,4958341.156150445,0.0,3471886.686151509,10313.563994450264,10152.103226123683,10165.185247334177,12236.649986474386,154323008.83577705,65038551.579261917,28186614.07570998,0.0 - 09/04 12:00:00,0.0,55574811.3695344,0.0,4425548.901417198,0.0,3543252.3462074429,0.0,4206260.50738401,5153.268782341633,5072.5933982127339,5079.129952555175,6114.156697885578,77108935.79158244,67749873.12454307,28186614.07570998,0.0 - 09/04 13:00:00,0.0,68439129.56632757,0.0,11663027.982698478,0.0,7333511.440205886,0.0,11804236.612004366,5147.387576862043,5066.804264102064,5073.333358554319,6107.178872083459,77020934.65776679,99239905.60123632,28186614.07570998,0.0 - 09/04 14:00:00,0.0,75282212.76819065,0.0,23861817.82888095,0.0,16799942.724042778,0.0,22233494.690269874,5145.981394928188,5065.420096208707,5071.947407019352,6105.510490896205,76999893.80058882,138177468.01138426,28186614.07570998,0.0 - 09/04 15:00:00,0.0,75755524.27389626,0.0,35310070.49120422,0.0,28125359.678347038,0.0,33913708.83783071,7701.438390184783,7580.870935484527,7590.639661448311,9137.462667977672,115237481.95834306,173104663.28127823,28186614.07570998,0.0 - 09/04 16:00:00,0.0,68551464.39223509,0.0,41570295.82994313,0.0,36817562.759667437,0.0,41814017.83927205,12831.455361284885,12630.576533898336,12646.852320938411,15224.031979401374,191998498.30388285,188753340.8211177,28186614.07570998,0.0 - 09/04 17:00:00,0.0,58553408.38412118,0.0,44232875.397872287,0.0,42476499.08399639,0.0,46424420.46746791,12822.638990425949,12621.898184969888,12638.162789071588,15213.57169191881,191866577.96299044,191687203.33345778,35233267.594637479,0.0 - 09/04 18:00:00,0.0,40836930.452808108,0.0,29400270.161810109,0.0,32869798.63570156,0.0,36245330.719046037,18003.31639727327,17721.4711205586,17744.307044890393,21360.247676528867,269385632.0613041,139352329.9693658,14093307.03785499,0.0 - 09/04 19:00:00,0.0,32101132.070527477,0.0,19195853.024391328,0.0,27423358.1681999,0.0,28693810.243648,18034.28021322582,17751.950192196116,17774.82539192265,21396.98506219505,269848947.0943427,107414153.5067667,63419881.67034747,0.0 - 09/04 20:00:00,0.0,42005952.31290914,0.0,29219843.750372966,0.0,39715117.7861422,0.0,42843892.59864022,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,153784806.44806455,63419881.67034747,69761869.8373822 - 09/04 21:00:00,0.0,32508074.68805863,0.0,20539303.368666047,0.0,32008997.21542901,0.0,33327057.618422606,10332.242887350047,10170.489697470577,10183.595411526068,12258.811779882803,154602503.19442619,118383432.8905763,49326574.63249246,69761869.8373822 - 09/04 22:00:00,0.0,26960634.845772908,0.0,15569635.593463893,0.0,27619044.99127807,0.0,27874112.798737516,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,98023428.2292524,35233267.594637479,69761869.8373822 - 09/04 23:00:00,0.0,23492990.903694229,0.0,12675672.01497091,0.0,25176877.662825176,0.0,24790805.85636882,5162.371495202482,5081.553606405637,5088.101706890884,6124.956719223064,77245140.69979945,86136346.43785915,35233267.594637479,62010550.96656194 - 09/04 24:00:00,0.0,16752645.100381216,0.0,6518555.106593435,0.0,19701853.336979018,0.0,18016172.102447109,2581.185747601241,2540.7768032028186,2544.050853445442,3062.478359611532,38622570.349899727,60989225.64640077,35233267.594637479,46507913.22492146 - 09/05 01:00:00,0.0,3932471.966288806,0.0,0.0,0.0,7956666.618549511,0.0,3903263.3035409979,2582.0649158402345,2541.6422078990219,2544.9173733039267,3063.521459167183,38635725.44235732,15792401.888379315,21139960.556782485,23253956.61246073 - 09/05 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.1309374422706,1271.9023865698239,1273.5413626152966,1533.0640336050854,19334299.392836915,0.0,14093307.03785499,0.0 - 09/05 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9933981755217,1272.751345319404,1274.391415334877,1534.0873103429377,19347204.489021865,0.0,14093307.03785499,0.0 - 09/05 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 09/05 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4367309635489,1273.1877376499309,1274.8283700014634,1534.613307772879,19353838.12699616,0.0,14093307.03785499,0.0 - 09/05 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796615,1274.8309755844326,1534.6164443223887,19353877.68371783,0.0,14093307.03785499,0.0 - 09/05 07:00:00,0.0,880344.8746016482,0.0,0.0,0.0,9023084.82658021,0.0,1495684.678521892,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,11399114.37970375,14093307.03785499,15502637.741640486 - 09/05 08:00:00,0.0,62613933.16681959,0.0,37964899.86321837,0.0,54069733.412649828,0.0,56360622.9090902,20610.605957972366,20287.943076795567,20314.086162197316,24453.697213937205,308398796.6792488,211009189.35177798,56373228.15141996,38756594.35410121 - 09/05 09:00:00,0.0,84384998.9077568,0.0,51982259.32841642,0.0,52810735.0307781,0.0,60741615.80017378,18013.41145189717,17731.40813521913,17754.256864408566,21372.225073488204,269536685.49004706,249919609.06712515,56373228.15141996,38756594.35410121 - 09/05 10:00:00,0.0,79678883.7584331,0.0,34748698.882189508,0.0,31543609.84464896,0.0,36507348.42947462,12820.379647266142,12619.67421224873,12635.935950534582,15210.891067504132,191832771.15919293,182478540.91474618,28186614.07570998,0.0 - 09/05 11:00:00,0.0,91278123.64273784,0.0,35405110.778422269,0.0,29212299.275256818,0.0,34761054.035527657,10220.769382861545,10060.761331490203,10073.725649346388,12126.552722012459,152934512.70855815,190656587.7319446,28186614.07570998,0.0 - 09/05 12:00:00,0.0,96400773.459672,0.0,35512728.33130714,0.0,26859578.357280155,0.0,35306957.536576729,5099.299129572484,5019.468650425714,5025.936748108302,6050.1237650232819,76301381.85526721,194080037.68483604,28186614.07570998,0.0 - 09/05 13:00:00,0.0,103722647.86477466,0.0,43801961.56290823,0.0,31003630.1522135,0.0,43429215.48310464,5094.625012267227,5014.867707298828,5021.329876196587,6044.578103262622,76231442.51649095,221957455.063001,28186614.07570998,0.0 - 09/05 14:00:00,0.0,110114973.51809037,0.0,58623165.433143008,0.0,42904328.45723448,0.0,56248543.833191368,5077.199365701253,4997.714862480594,5004.154928187051,6023.903238789915,75970700.62257174,267891011.24165923,28186614.07570998,0.0 - 09/05 15:00:00,0.0,107725833.8699829,0.0,69341953.44243479,0.0,54092474.11289714,0.0,67409058.82779867,7599.759525721978,7480.78387261306,7490.42362618066,9016.824576613424,113716049.76406484,298569320.2531135,28186614.07570998,0.0 - 09/05 16:00:00,0.0,98074102.46939607,0.0,73844249.29895354,0.0,60720693.892046589,0.0,72971809.56829527,12669.679808651535,12471.333607720662,12487.40419399677,15032.091461554393,189577832.6589241,305610855.22869148,28186614.07570998,0.0 - 09/05 17:00:00,0.0,84527005.92383667,0.0,72759604.41297454,0.0,63494933.53853092,0.0,74155610.62862405,12686.439655486682,12487.831076027056,12503.92292097494,15051.97638006161,189828612.11718104,294937154.5039662,35233267.594637479,0.0 - 09/05 18:00:00,0.0,63737331.31424895,0.0,54432525.63114284,0.0,50844498.495667468,0.0,60511459.32826438,17831.187542935295,17552.036975545892,17574.654566688056,21156.023361419175,266810048.8077183,229525814.76932363,14093307.03785499,0.0 - 09/05 19:00:00,0.0,55072456.121511,0.0,44068819.20525098,0.0,45796218.79755832,0.0,53058552.72241251,17904.612832315976,17624.312778323845,17647.023504214925,21243.13966445375,267908719.6055106,197996046.84673283,63419881.67034747,0.0 - 09/05 20:00:00,0.0,68406353.99400847,0.0,58047177.92734545,0.0,61623938.72803183,0.0,71620795.54450257,10231.207332751987,10071.035873327914,10084.013430979958,12138.936951116428,153090696.91743464,259698266.1938883,63419881.67034747,69761869.8373822 - 09/05 21:00:00,0.0,60928728.468816477,0.0,51778555.62121639,0.0,55201328.74394517,0.0,64055183.748540978,10229.15447329596,10069.01515176963,10081.990105515695,12136.501311734313,153059979.75233615,231963796.582519,49326574.63249246,69761869.8373822 - 09/05 22:00:00,0.0,51446608.71613499,0.0,42323042.9982395,0.0,47366941.76179291,0.0,54054029.07608414,5134.2922601231889,5053.913956989686,5060.426440965541,6091.64177865178,76824987.9722287,195190622.55225156,35233267.594637479,69761869.8373822 - 09/05 23:00:00,0.0,45877480.29763206,0.0,36041856.345168787,0.0,42560615.55299434,0.0,47563988.801154438,5129.950501907454,5049.640169808773,5056.147146573627,6086.490448263911,76760021.75959356,172043940.9969496,35233267.594637479,62010550.96656194 - 09/05 24:00:00,0.0,38517800.58081636,0.0,29612705.88174004,0.0,36094173.561834398,0.0,39892766.35474948,2565.4182837654495,2525.256181954793,2528.510232292782,3043.770865651462,38386640.02919215,144117446.3791403,35233267.594637479,46507913.22492146 - 09/06 01:00:00,0.0,24326172.487733704,0.0,16940868.18662753,0.0,22996493.14551928,0.0,24359565.54312349,2566.291072256977,2526.115306779668,2529.370464187682,3044.8063958802747,38399699.66077657,88623099.363004,21139960.556782485,23253956.61246073 - 09/06 02:00:00,0.0,14569166.803645174,0.0,8916980.469020281,0.0,13916232.05532749,0.0,14184474.003312529,1281.8098246968025,1261.742852769788,1263.3687372189973,1520.8184273136822,19179863.43119737,51586853.33130547,14093307.03785499,0.0 - 09/06 03:00:00,0.0,14336110.467484713,0.0,8742415.942718763,0.0,13993828.376187733,0.0,14192794.046484687,1281.8098246968025,1261.742852769788,1263.3687372189973,1520.8184273136822,19179863.43119737,51265148.83287589,14093307.03785499,0.0 - 09/06 04:00:00,0.0,12932561.348487042,0.0,7547511.843819035,0.0,13061255.560813815,0.0,12997517.245703115,1282.0379647266144,1261.967421224873,1263.593595053458,1521.089106750413,19183277.115919293,46538845.99882301,14093307.03785499,0.0 - 09/06 05:00:00,0.0,13780572.092921816,0.0,8817641.340075864,0.0,13939617.341490692,0.0,14277559.706439974,1279.9055658805099,1259.868405480503,1261.4918745130595,1518.5590969181783,19151369.7940521,50815390.48092835,14093307.03785499,0.0 - 09/06 06:00:00,0.0,14775887.549531138,0.0,10179414.722152228,0.0,14564239.345749543,0.0,15276576.664374866,1280.151271042009,1260.1102640818627,1261.734044773913,1518.8506167131546,19155046.30779938,54796118.281807769,14093307.03785499,0.0 - 09/06 07:00:00,0.0,21441149.700824135,0.0,16653188.036712047,0.0,20955067.698675589,0.0,22658406.586876774,5115.603666375993,5035.517936663957,5042.006715489979,6069.468475558214,76545348.45871732,81707812.02308855,14093307.03785499,15502637.741640486 - 09/06 08:00:00,0.0,44195711.17571933,0.0,40053129.962863478,0.0,42063850.773785028,0.0,48392289.56451639,20462.414665503973,20142.071746655827,20168.026861959916,24277.873902232855,306181393.83486929,174704981.47688423,56373228.15141996,38756594.35410121 - 09/06 09:00:00,0.0,38976091.1945593,0.0,35415945.127281878,0.0,35010365.004964787,0.0,40378233.88956831,17904.612832315976,17624.312778323845,17647.023504214925,21243.13966445375,267908719.6055106,149780635.21637426,56373228.15141996,38756594.35410121 - 09/06 10:00:00,0.0,9631082.695753549,0.0,6062810.639896221,0.0,7624369.810805086,0.0,6849830.303621782,12808.752515371725,12608.229105273158,12624.476095370494,15197.095919346315,191658793.0873021,30168093.45007664,28186614.07570998,0.0 - 09/06 11:00:00,0.0,14805192.849687087,0.0,9781874.970314499,0.0,8149111.651187796,0.0,7590563.031176356,10258.111192340759,10097.518547975913,10110.530231257271,12170.857353535048,153493262.37039239,40326742.50236574,28186614.07570998,0.0 - 09/06 12:00:00,0.0,14966410.495300144,0.0,9451361.936814042,0.0,7238727.160629857,0.0,6620304.330015112,5129.055596170379,5048.7592739879569,5055.265115628636,6085.428676767524,76746631.18519619,38276803.92275915,28186614.07570998,0.0 - 09/06 13:00:00,0.0,10603521.161002255,0.0,5301619.166308437,0.0,4012992.2972241465,0.0,3004608.782367068,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,22922741.406901905,28186614.07570998,0.0 - 09/06 14:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5140.776816583388,5060.296996508808,5066.817705682585,6099.335457361069,76922017.11408906,0.0,28186614.07570998,0.0 - 09/06 15:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7713.463002151948,7592.7072999081569,7602.491278235613,9151.729411069056,115417407.56891319,0.0,28186614.07570998,0.0 - 09/06 16:00:00,0.0,0.0,1208612.4029984635,0.0,0.0,0.0,0.0,0.0,12859.51171233805,12658.193657541857,12674.505032064568,15257.319768949194,193626921.01821567,0.0,28186614.07570998,0.0 - 09/06 17:00:00,0.0,0.0,203694.15031627863,0.0,0.0,0.0,0.0,0.0,12851.94204145847,12650.742491272016,12667.044264206465,15248.338643402672,192508736.93553893,0.0,35233267.594637479,0.0 - 09/06 18:00:00,838385.6282614755,0.0,3774556.3058303787,0.0,0.0,0.0,0.0,0.0,17989.991148980273,17708.354481513452,17731.17350371705,21344.437778085226,273799186.81835749,0.0,14093307.03785499,0.0 - 09/06 19:00:00,0.0,0.0,0.0,0.0,0.0,6143314.829331793,0.0,0.0,18003.31639727327,17721.4711205586,17744.307044890393,21360.247676528867,269385632.0613041,6143314.829331793,63419881.67034747,0.0 - 09/06 20:00:00,0.0,19580728.965712169,0.0,13827395.667869937,0.0,33242401.312451535,0.0,32585964.165013169,10294.775153724086,10133.608528204128,10146.666717108637,12214.357744166919,154041869.31553359,99236490.11104682,63419881.67034747,69761869.8373822 - 09/06 21:00:00,0.0,18966666.010756818,0.0,13826706.508164484,0.0,27506383.057376516,0.0,28821070.75464434,10283.094436070924,10122.110674364862,10135.154047111138,12200.499018551845,153867089.43395559,89120826.33094216,49326574.63249246,69761869.8373822 - 09/06 22:00:00,0.0,14342692.759769952,0.0,9014615.418502232,0.0,23703250.174763025,0.0,23805438.29572448,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,70865996.6487597,35233267.594637479,69761869.8373822 - 09/06 23:00:00,0.0,12021374.673681956,0.0,6659306.3152264249,0.0,21663326.73286583,0.0,21294003.134703444,5143.061159474649,5062.545577585963,5069.069184285966,6102.045743002821,76956197.99165784,61638010.856477659,35233267.594637479,62010550.96656194 - 09/06 24:00:00,0.0,5543037.842795271,0.0,480612.3166211719,0.0,16122890.610417996,0.0,14436296.493848324,2574.038580021104,2533.741525864451,2537.006510434148,3053.9985181018585,38515626.483917627,36582837.26368276,35233267.594637479,46507913.22492146 - 09/07 01:00:00,0.0,0.0,0.0,0.0,0.0,3758912.4902144556,0.0,0.0,2574.038580021104,2533.741525864451,2537.006510434148,3053.9985181018585,38515626.483917627,3758912.4902144556,21139960.556782485,23253956.61246073 - 09/07 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.4700867570489,1269.2831919984604,1270.9187929443925,1529.9070358379848,19294484.78713639,0.0,14093307.03785499,0.0 - 09/07 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.706204221218,1270.4999578131306,1272.1371266860074,1531.3736420237172,19312980.95067866,0.0,14093307.03785499,0.0 - 09/07 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2075301344287,1271.9777801890978,1273.6168533869443,1533.154907910608,19335445.457835884,0.0,14093307.03785499,0.0 - 09/07 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3887878621179,1273.1405451066967,1274.7811166458205,1534.5564251131319,19353120.74901996,0.0,14093307.03785499,0.0 - 09/07 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3930581220403,1273.144748514903,1274.7853254705474,1534.5614916135237,19353184.64539565,0.0,14093307.03785499,0.0 - 09/07 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9467975608173,1272.705474246016,1274.3454851519289,1534.0320204924456,19346507.198824347,0.0,14093307.03785499,15502637.741640486 - 09/07 08:00:00,0.0,17028561.998934509,0.0,1553803.6247576283,0.0,24123843.17435787,0.0,17749670.668504806,5169.12727813569,5088.203626296736,5094.760296011365,6132.972197789228,77346228.23363887,60455879.466554809,56373228.15141996,38756594.35410121 - 09/07 09:00:00,0.0,58122621.14255679,0.0,24381529.03158636,0.0,34403712.989471029,0.0,35867869.09138264,12921.309374422706,12719.023865698236,12735.413626152967,15330.640336050854,193342993.92836917,152775732.25499685,56373228.15141996,38756594.35410121 - 09/07 10:00:00,0.0,53321664.166882317,0.0,10163962.90637788,0.0,13930803.116717272,0.0,13291559.664400019,12904.772555802803,12702.745934058768,12719.114718737126,15311.020032007513,193095551.66618235,90707989.85437748,28186614.07570998,0.0 - 09/07 11:00:00,0.0,62958010.34470584,0.0,8916348.290430833,0.0,9878466.959488295,0.0,9447003.921461843,12899.919272181049,12697.968629497489,12714.331258131313,15305.261796251525,193022931.44182096,91199829.5160868,28186614.07570998,0.0 - 09/07 12:00:00,0.0,68693458.30895593,0.0,8899113.56228481,0.0,7613624.415035069,0.0,9756765.330841354,7728.977234239637,7607.978653798336,7617.7823108239949,9170.136455226453,115649548.75471832,94962961.61711717,28186614.07570998,0.0 - 09/07 13:00:00,0.0,74355616.27306085,0.0,16529780.591760833,0.0,11765553.363185788,0.0,17533091.509258175,7721.081365293064,7600.206396153094,7610.000037831479,9160.76830812519,115531401.98665019,120184041.73726565,28186614.07570998,0.0 - 09/07 14:00:00,0.0,72920145.92726699,0.0,25444493.822218494,0.0,19657858.347983995,0.0,25112191.616783259,7715.70702740283,7594.9161945251139,7604.703019238741,9154.391861369517,115450985.16913033,143134689.7142527,28186614.07570998,0.0 - 09/07 15:00:00,0.0,70314073.62019482,0.0,33236578.086908394,0.0,27690321.428159678,0.0,32715586.443758284,7720.033479384502,7599.174915093914,7608.967227603673,9159.525031494948,115515722.35287734,163956559.57902117,28186614.07570998,0.0 - 09/07 16:00:00,0.0,55850091.80185367,0.0,31384586.244240278,0.0,29778177.708642477,0.0,32752180.030816989,18027.608506150802,17745.382931939967,17768.249669081353,21389.06933642526,269749117.59695056,149765035.78555344,28186614.07570998,0.0 - 09/07 17:00:00,0.0,34775606.46666703,0.0,20444553.316564606,0.0,23583517.713361443,0.0,23796911.494598807,23202.98627992636,22839.7392012013,22869.170536365764,27529.4575086951,347188872.6942787,102600588.9911919,35233267.594637479,0.0 - 09/07 18:00:00,0.0,17731234.54077283,0.0,5987660.7615478769,0.0,13658253.03176744,0.0,12097157.136767948,18063.34824279755,17780.56315634227,17803.47522679357,21431.473169687008,270283895.26423349,49474305.47085609,14093307.03785499,0.0 - 09/07 19:00:00,0.0,15287221.395075079,0.0,3874929.8807449156,0.0,14920407.054611627,0.0,12827949.02173663,18075.91277082021,17792.930984334824,17815.85899199485,21446.380502568372,270471899.6989857,46910507.35216825,63419881.67034747,0.0 - 09/07 20:00:00,0.0,24536805.382618246,0.0,13012542.940744622,0.0,26772886.367420034,0.0,26309505.07992817,15504.624506308428,15261.896717277323,15281.563228946952,18395.64512883233,231997426.4929141,90631739.77071108,63419881.67034747,69761869.8373822 - 09/07 21:00:00,0.0,17382141.089734325,0.0,7130506.420224667,0.0,21110935.7306374,0.0,19381747.26583158,12921.309374422706,12719.023865698236,12735.413626152967,15330.640336050854,193342993.92836917,65005330.50642797,49326574.63249246,69761869.8373822 - 09/07 22:00:00,0.0,10504743.959159222,0.0,1156784.5579422357,0.0,15544488.723658286,0.0,12471456.290950079,10340.447442243982,10178.565808527088,10191.68192947599,12268.546171077343,154725268.86476786,39677473.53170982,35233267.594637479,69761869.8373822 - 09/07 23:00:00,0.0,5992717.577327041,0.0,0.0,0.0,12015998.029062499,0.0,8241552.793152475,7754.945165752549,7633.540052499099,7643.376647995982,9200.946414709637,116038109.81144618,26250268.399542016,35233267.594637479,62010550.96656194 - 09/07 24:00:00,0.0,176952.7612960675,0.0,0.0,0.0,5875400.284486415,0.0,1044758.8109027476,5171.59154624017,5090.629315824331,5097.189111287503,6135.895957828297,77383101.35224909,7097111.8566852309,35233267.594637479,46507913.22492146 - 09/08 01:00:00,0.0,0.0,7581300.501433032,0.0,0.0,0.0,0.0,0.0,2586.744509763223,2546.2485419061688,2549.5296430426,3069.073618725727,46287047.22980882,0.0,21139960.556782485,23253956.61246073 - 09/08 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796613,1274.8309755844326,1534.6164443223884,19353877.68371783,0.0,14093307.03785499,0.0 - 09/08 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,19353689.498937776,0.0,14093307.03785499,0.0 - 09/08 04:00:00,1435581.3040867716,0.0,10376866.438857384,0.0,0.0,0.0,0.0,0.0,1293.3589913508366,1273.1112150653576,1274.7517488097297,1534.5210726898993,31165122.643441116,0.0,14093307.03785499,0.0 - 09/08 05:00:00,9602183.050541785,0.0,16586374.883101263,0.0,0.0,0.0,4951734.3054296099,0.0,1293.0062020316257,1272.763948728752,1274.4040349850043,1534.1025016294516,50487688.31362206,0.0,14093307.03785499,0.0 - 09/08 06:00:00,9228835.296651222,0.0,13852526.743035514,0.0,0.0,0.0,5050042.7656096699,0.0,1292.9120017805477,1272.6712232001776,1274.3111899701224,1533.9907366273924,47477391.35097806,0.0,14093307.03785499,0.0 - 09/08 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4178662433677,1273.1691682604633,1274.8097766834422,1534.5909255024945,19353555.852083167,0.0,14093307.03785499,15502637.741640486 - 09/08 08:00:00,5748723.963990838,345598.2749073329,8074441.923209621,0.0,0.0,0.0,3591831.034770718,0.0,1293.3087698752136,1273.0617798163049,1274.7022498583124,1534.4614868261443,36766920.35292469,345598.2749073329,56373228.15141996,38756594.35410121 - 09/08 09:00:00,0.0,23138180.691012358,0.0,0.0,0.0,9262736.660584264,0.0,3926266.897705947,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,36327184.249302569,56373228.15141996,38756594.35410121 - 09/08 10:00:00,0.0,25147267.161678547,0.0,0.0,0.0,180456.34655069153,0.0,0.0,7757.079993855047,7635.6414594694019,7645.480762843652,9203.479306761852,116070053.48254782,25327723.508229235,28186614.07570998,0.0 - 09/08 11:00:00,0.0,15175977.143724688,0.0,0.0,0.0,0.0,0.0,0.0,7754.945165752549,7633.540052499099,7643.376647995982,9200.946414709637,116038109.81144618,15175977.143724688,28186614.07570998,0.0 - 09/08 12:00:00,0.0,9083524.1318908,0.0,0.0,0.0,0.0,0.0,0.0,5169.415219711726,5088.487060093684,5095.0440950416909,6133.313829477789,77350536.73556961,9083524.1318908,28186614.07570998,0.0 - 09/08 13:00:00,0.0,9479320.174203545,0.0,0.0,0.0,0.0,0.0,0.0,5168.208168769476,5087.298905759109,5093.854409648984,6131.881709610776,77332475.49763805,9479320.174203545,28186614.07570998,0.0 - 09/08 14:00:00,0.0,4396365.850054065,0.0,0.0,0.0,0.0,0.0,0.0,7753.2451808065729,7631.866681134585,7641.701120321666,9198.92944746365,116012672.7470153,4396365.850054065,28186614.07570998,0.0 - 09/08 15:00:00,0.0,1627520.8080771992,1116949.6505113403,0.0,0.0,0.0,0.0,0.0,10338.25455627138,10176.407252593472,10189.52059202273,12265.944395578455,155809406.1177891,1627520.8080771992,28186614.07570998,0.0 - 09/08 16:00:00,0.0,0.0,2997643.453901913,0.0,0.0,0.0,0.0,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,196384411.69338913,0.0,28186614.07570998,0.0 - 09/08 17:00:00,0.0,0.0,4546601.995903291,0.0,0.0,0.0,817779.2811066697,0.0,15509.081827508919,15266.284258282907,15285.956423746948,18400.9335702903,237428503.16439463,0.0,35233267.594637479,0.0 - 09/08 18:00:00,0.0,0.0,10723963.133244917,0.0,0.0,0.0,5948158.142366458,0.0,18100.570411840596,17817.202605385155,17840.16188950626,21475.635852399035,287512976.0084832,0.0,14093307.03785499,0.0 - 09/08 19:00:00,0.0,0.0,6886856.488813439,0.0,0.0,0.0,0.0,0.0,10346.263841559641,10184.291151026413,10197.414649663498,12275.447106839762,161699156.78553499,0.0,63419881.67034747,0.0 - 09/08 20:00:00,0.0,0.0,0.0,0.0,0.0,3566594.3170388808,0.0,0.0,7760.638218499067,7639.143979442833,7648.987796171564,9207.701004476197,116123295.59492278,3566594.3170388808,63419881.67034747,69761869.8373822 - 09/08 21:00:00,0.0,0.0,2996990.7647951187,0.0,0.0,2457695.414270057,0.0,0.0,5173.162136731336,5092.175318428364,5098.737106073689,6137.75940349294,80403593.03780991,2457695.414270057,49326574.63249246,69761869.8373822 - 09/08 22:00:00,0.0,0.0,9149304.798844308,0.0,0.0,0.0,0.0,0.0,5173.262668949045,5092.2742767954509,5098.836191958731,6137.8786811317,86557411.34665005,0.0,35233267.594637479,69761869.8373822 - 09/08 23:00:00,3712526.966724209,0.0,11695345.50549961,0.0,0.0,0.0,0.0,0.0,5173.162136731336,5092.175318428364,5098.737106073689,6137.75940349294,92814474.7452386,0.0,35233267.594637479,62010550.96656194 - 09/08 24:00:00,7574089.579701682,0.0,14710970.401727582,0.0,0.0,0.0,2213006.741965469,0.0,5173.67146497347,5092.676673041853,5099.2391067337689,6138.363702009978,101912290.1317274,0.0,35233267.594637479,46507913.22492146 - 09/09 01:00:00,17932299.563434535,0.0,24904067.19218719,0.0,3546234.5735856399,0.0,15013543.035649732,0.0,2585.9205143273909,2545.4374462726007,2548.7175022295216,3068.0959795949518,100089561.55758517,0.0,21139960.556782485,23253956.61246073 - 09/09 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.69588468862,1272.4584894616406,1274.09818210245,1533.7343219475166,19342752.761520819,0.0,14093307.03785499,0.0 - 09/09 03:00:00,2151170.803109716,0.0,11360150.54573901,0.0,0.0,0.0,0.0,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,32854074.11036954,0.0,14093307.03785499,0.0 - 09/09 04:00:00,9777658.958804844,0.0,15117166.954095565,0.0,0.0,0.0,3983186.5414913536,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,48222451.20926216,0.0,14093307.03785499,0.0 - 09/09 05:00:00,12176659.349644039,0.0,17162115.0379702,0.0,1108481.2287937413,0.0,8900252.993264812,0.0,1292.4428403833552,1272.2094066121802,1273.8487782843145,1533.434094538615,58686475.04101926,0.0,14093307.03785499,0.0 - 09/09 06:00:00,11655406.303724532,0.0,15964509.768699013,0.0,2085883.3915150287,0.0,7930170.077263665,0.0,1292.3738138579286,1272.1414607098862,1273.7807448267902,1533.3521972011009,56973903.12094678,0.0,14093307.03785499,0.0 - 09/09 07:00:00,280568.06431634767,0.0,1044309.980947609,0.0,0.0,0.0,0.0,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,78724078.58673795,0.0,14093307.03785499,15502637.741640486 - 09/09 08:00:00,9397899.751137587,0.0,11648669.164758306,0.0,2691871.2710118617,0.0,7957685.284670498,0.0,20694.791976285633,20370.811147287255,20397.061016656,24553.580711088012,341354606.9363191,0.0,56373228.15141996,38756594.35410121 - 09/09 09:00:00,0.0,14288601.133735564,5536234.453926751,0.0,712559.7099129692,0.0,3043808.729039666,0.0,18100.570411840596,17817.202605385155,17840.16188950626,21475.635852399035,280133457.62575116,14288601.133735564,56373228.15141996,38756594.35410121 - 09/09 10:00:00,0.0,25436550.09967631,0.0,0.0,0.0,0.0,0.0,0.0,12925.559302804977,12723.207260658859,12739.602411844986,15335.682713846678,193406586.0809598,25436550.09967631,28186614.07570998,0.0 - 09/09 11:00:00,0.0,31374457.04187899,0.0,0.0,0.0,0.0,0.0,0.0,10333.707608694891,10171.931488329525,10185.039060279698,12260.54961584661,154624419.98334263,31374457.04187899,28186614.07570998,0.0 - 09/09 12:00:00,0.0,31314086.508660444,0.0,0.0,0.0,0.0,0.0,0.0,5165.741480789368,5084.87083423949,5091.423209311383,6128.9550784816469,77295566.1701588,31314086.508660444,28186614.07570998,0.0 - 09/09 13:00:00,0.0,38411015.756986837,0.0,0.0,0.0,0.0,0.0,0.0,5165.741480789368,5084.87083423949,5091.423209311383,6128.9550784816469,77295566.1701588,38411015.756986837,28186614.07570998,0.0 - 09/09 14:00:00,0.0,39236256.728802237,0.0,3197948.282179868,0.0,928354.1918684869,0.0,0.0,5164.954008148201,5084.095689629423,5090.647065848369,6128.02077225258,77283783.12916287,43362559.202850598,28186614.07570998,0.0 - 09/09 15:00:00,0.0,32363147.939904378,0.0,7330112.324662131,0.0,6988004.44557054,0.0,5824123.098023218,7741.434961198951,7620.241352718114,7630.060811482959,9184.917072723005,115835955.1132429,52505387.80816026,28186614.07570998,0.0 - 09/09 16:00:00,0.0,22604155.38323736,0.0,5224815.943262559,0.0,8463532.681967389,0.0,6013230.580411879,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,42305734.58887918,28186614.07570998,0.0 - 09/09 17:00:00,0.0,5286393.496212845,0.0,0.0,0.0,2726612.002551747,0.0,352494.23202719187,12916.230548450674,12714.02454969425,12730.40786802004,15324.614502905742,193266998.88865454,8365499.730791784,35233267.594637479,0.0 - 09/09 18:00:00,0.0,0.0,797283.5446032317,0.0,0.0,0.0,0.0,0.0,18088.728590693165,17805.54617015688,17828.490433771443,21461.585983637713,271460947.7863363,0.0,14093307.03785499,0.0 - 09/09 19:00:00,0.0,0.0,5289.3845480284639,0.0,0.0,1312711.9021405285,0.0,0.0,18096.66170153254,17813.355086666143,17836.309412866667,21470.998316823174,270787657.6489467,1312711.9021405285,63419881.67034747,0.0 - 09/09 20:00:00,0.0,6415602.727070281,0.0,0.0,0.0,14039976.66885546,0.0,7689925.130805035,10343.574380486538,10181.64379396813,10194.763881215431,12272.256163939564,154772057.59059478,28145504.526730777,63419881.67034747,69761869.8373822 - 09/09 21:00:00,0.0,4709775.934909463,0.0,0.0,0.0,11283139.078757678,0.0,7502847.451612661,10343.18309248034,10181.258631648661,10194.378222575006,12271.791915656593,154766202.70449818,23495762.4652798,49326574.63249246,69761869.8373822 - 09/09 22:00:00,0.0,383515.19147472406,0.0,0.0,0.0,7191478.3655297909,0.0,2681686.288705564,5173.019507611572,5092.034922194079,5098.596528924525,6137.590179486829,77404468.09758123,10256679.84571008,35233267.594637479,69761869.8373822 - 09/09 23:00:00,0.0,0.0,1039379.0315184214,0.0,0.0,3101110.453523009,0.0,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,78454434.74899177,3101110.453523009,35233267.594637479,62010550.96656194 - 09/09 24:00:00,0.0,0.0,7455208.437212396,0.0,0.0,0.0,0.0,0.0,2586.6644913924235,2546.169776237891,2549.4507758767197,3068.9786799832625,46159757.84177746,0.0,35233267.594637479,46507913.22492146 - 09/10 01:00:00,6541962.9308113199,0.0,15872816.496628887,0.0,0.0,0.0,2703385.5437660736,0.0,2586.8060124311539,2546.3090817383597,2549.590260886544,3069.1465892935259,63824831.97086478,0.0,21139960.556782485,23253956.61246073 - 09/10 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3589913508366,1273.1112150653576,1274.7517488097297,1534.5210726898993,19352674.90049696,0.0,14093307.03785499,0.0 - 09/10 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.437716471186,1273.188707729262,1274.8293413308409,1534.6144770400713,19353852.873256897,0.0,14093307.03785499,0.0 - 09/10 04:00:00,254349.29770517635,0.0,7922362.9131099539,0.0,0.0,0.0,0.0,0.0,1293.3156672372614,1273.0685691988627,1274.7090479896829,1534.469670282925,27528738.847766568,0.0,14093307.03785499,0.0 - 09/10 05:00:00,2709948.0545890138,0.0,7201089.558529447,0.0,0.0,0.0,0.0,0.0,1293.3322456962117,1273.0848881189455,1274.7253879383598,1534.4893399916312,29263312.31540099,0.0,14093307.03785499,0.0 - 09/10 06:00:00,1315796.7838613955,0.0,5463852.906464314,0.0,0.0,0.0,0.0,0.0,1293.4030062155769,1273.1545408691798,1274.795130443272,1534.5732946467629,26132983.19015496,0.0,14093307.03785499,0.0 - 09/10 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5172.76692233672,5091.786291188823,5098.3475775328429,6137.290496699989,77400688.63593015,0.0,14093307.03785499,15502637.741640486 - 09/10 08:00:00,7969160.874671824,0.0,10248976.011786746,0.0,0.0,0.0,7315002.434174752,0.0,20677.660878846906,20353.948240374735,20380.176380166762,24533.255317911156,334935286.26291176,0.0,56373228.15141996,38756594.35410121 - 09/10 09:00:00,0.0,0.0,1556048.1681023599,0.0,0.0,0.0,0.0,0.0,18083.98831521606,17800.880104576663,17823.81835548947,21455.961827731564,272148783.1389519,0.0,56373228.15141996,38756594.35410121 - 09/10 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,12904.772555802803,12702.745934058768,12719.114718737126,15311.020032007513,193095551.66618235,0.0,28186614.07570998,0.0 - 09/10 11:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,10298.85855549139,10137.628003555008,10150.691371963767,12219.202544490798,154102969.7118035,0.0,28186614.07570998,0.0 - 09/10 12:00:00,0.0,25282487.93484553,0.0,0.0,0.0,0.0,0.0,0.0,5144.5392373487479,5064.000515875207,5070.525997411699,6103.799425978739,76978314.63581182,25282487.93484553,28186614.07570998,0.0 - 09/10 13:00:00,0.0,19569706.068004148,0.0,4277527.786158654,0.0,0.0,0.0,0.0,5153.877011333392,5073.192105266162,5079.72943110375,6114.878338366773,77118036.78985228,23847233.854162806,28186614.07570998,0.0 - 09/10 14:00:00,0.0,8813601.035365178,0.0,954579.5563838179,0.0,0.0,0.0,0.0,5152.6514894930919,5071.985769198892,5078.521540549329,6113.424303484301,77099699.1698122,9768180.591748996,28186614.07570998,0.0 - 09/10 15:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7723.13659377023,7602.229449645048,7612.025698234345,9163.206758260454,115562154.59967628,0.0,28186614.07570998,0.0 - 09/10 16:00:00,0.0,0.0,5713053.296663891,0.0,0.0,0.0,1889811.5121205999,0.0,12890.547933292422,12688.744000667388,12705.094742425425,15294.143060386168,200485571.86116157,0.0,28186614.07570998,0.0 - 09/10 17:00:00,7087191.666260913,0.0,11694945.336353487,0.0,913588.9070187955,0.0,6566918.003024264,0.0,12896.03965596058,12694.149749392695,12710.507457009717,15300.658779699996,219227524.2240842,0.0,35233267.594637479,0.0 - 09/10 18:00:00,16882969.93247075,0.0,21668049.514147689,0.0,8545541.459024866,0.0,15886747.822678741,0.0,18094.872053422612,17811.593455831233,17834.545511990622,21468.87496765581,333738898.2883631,0.0,14093307.03785499,0.0 - 09/10 19:00:00,9933244.977141772,0.0,15171451.505723138,0.0,0.0,0.0,5608658.69004418,0.0,18104.193634288007,17820.76910560924,17843.732985529907,21479.934667525984,301608424.5875404,0.0,63419881.67034747,0.0 - 09/10 20:00:00,648447.2509470622,0.0,5929861.53012768,0.0,0.0,0.0,0.0,0.0,10347.46731810134,10185.475786918345,10198.600812079689,12276.874985816963,161408616.83157359,0.0,63419881.67034747,69761869.8373822 - 09/10 21:00:00,8647548.176491153,0.0,14450461.63357822,0.0,0.0,0.0,0.0,0.0,10342.46849074274,10180.555217134572,10193.673901639519,12270.944067972954,177853519.84903259,0.0,49326574.63249246,69761869.8373822 - 09/10 22:00:00,14387329.133018349,0.0,20443077.60663215,0.0,0.0,0.0,7374357.765983584,0.0,5171.013509123259,5090.060327986318,5096.619390250585,6135.210138854114,119579216.62400548,0.0,35233267.594637479,69761869.8373822 - 09/10 23:00:00,17116805.20217086,0.0,23177898.16155644,0.0,1252979.8384404772,0.0,10323050.594174523,0.0,5171.013509123259,5090.060327986318,5096.619390250585,6135.210138854114,129245185.9147137,0.0,35233267.594637479,62010550.96656194 - 09/10 24:00:00,22101081.70670797,0.0,28264140.74694393,0.0,6471866.539156298,0.0,15805133.13517389,0.0,2584.747627715857,2544.2829214197724,2547.5614896535805,3066.7043944022018,111318089.28747116,0.0,35233267.594637479,46507913.22492146 - 09/11 01:00:00,30836626.225776979,0.0,36938142.52816861,0.0,14860577.771291936,0.0,25866516.377984469,0.0,2585.0191227165457,2544.5501661155778,2547.8290787214534,3067.026512856917,147181792.47269977,0.0,21139960.556782485,23253956.61246073 - 09/11 02:00:00,0.0,0.0,2562123.3978465979,0.0,0.0,0.0,0.0,0.0,1292.1529077123876,1271.9240128912634,1273.5630168044589,1533.0901004919224,21896751.534286716,0.0,14093307.03785499,0.0 - 09/11 03:00:00,16948556.54781799,0.0,23620202.049458609,0.0,0.0,0.0,8263203.184636866,0.0,1291.7386859574629,1271.516275855185,1273.1547543575926,1532.5986421915205,68160391.87201582,0.0,14093307.03785499,0.0 - 09/11 04:00:00,21949357.82733484,0.0,26982910.847490465,0.0,6866536.9350284379,0.0,16739250.59639671,0.0,1291.6489419344148,1271.4279367915597,1273.066301460067,1532.4921643339142,91865143.44652228,0.0,14093307.03785499,0.0 - 09/11 05:00:00,24519085.17932856,0.0,29530085.12716748,0.0,10611926.340586717,0.0,19801305.94493887,0.0,1290.7379493515048,1270.5312059674805,1272.1684151067937,1531.411306409016,103775858.5486269,0.0,14093307.03785499,0.0 - 09/11 06:00:00,22936407.212408034,0.0,27259480.407762749,0.0,9060237.581045388,0.0,17703241.531486758,0.0,1290.2735012547228,1270.0740288922964,1271.710648912285,1530.8602564712579,96265873.10061294,0.0,14093307.03785499,0.0 - 09/11 07:00:00,1712331.765051477,0.0,2489489.4618641145,0.0,0.0,0.0,0.0,0.0,5171.445745380808,5090.485797504622,5097.0454080297899,6135.722970674224,81582740.94463758,0.0,14093307.03785499,15502637.741640486 - 09/11 08:00:00,9823269.630653097,0.0,11533059.013558353,0.0,2089004.9184592323,0.0,7044665.934532365,0.0,20694.288929952643,20370.31597623845,20396.565207528758,24552.98386581638,340140953.8235335,0.0,56373228.15141996,38756594.35410121 - 09/11 09:00:00,0.0,11631118.196690955,2645961.18090265,0.0,0.0,0.0,0.0,0.0,18106.322778252987,17822.86491742826,17845.83149801637,21482.460815566017,273572889.2142517,11631118.196690955,56373228.15141996,38756594.35410121 - 09/11 10:00:00,0.0,18491922.949487598,1738506.3210337859,0.0,0.0,0.0,0.0,0.0,12927.931352996873,12725.542175962495,12741.94033592531,15338.49706085264,195180585.65368814,18491922.949487598,28186614.07570998,0.0 - 09/11 11:00:00,0.0,22558304.14359689,4946835.916655121,0.0,0.0,0.0,2189149.372858423,0.0,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,161791216.60056124,22558304.14359689,28186614.07570998,0.0 - 09/11 12:00:00,0.0,22120714.53110399,5405640.311728319,0.0,0.0,0.0,3794052.389325082,0.0,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,86500944.2982665,22120714.53110399,28186614.07570998,0.0 - 09/11 13:00:00,0.0,15633084.223761859,1413132.9485977155,0.0,0.0,0.0,665362.3553657468,0.0,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,79330419.1066781,15633084.223761859,28186614.07570998,0.0 - 09/11 14:00:00,0.0,11586391.921430912,0.0,0.0,0.0,0.0,0.0,0.0,5158.415862384232,5077.659899757079,5084.202982803887,6120.263511879998,77185952.12457071,11586391.921430912,28186614.07570998,0.0 - 09/11 15:00:00,0.0,21045311.718892464,0.0,0.0,0.0,0.0,0.0,0.0,7739.189322470282,7618.030869882667,7627.847480214758,9182.25270809274,115802353.3703776,21045311.718892464,28186614.07570998,0.0 - 09/11 16:00:00,0.0,3495624.023926853,0.0,0.0,0.0,0.0,0.0,0.0,12901.166853242785,12699.196679444969,12715.560890546494,15306.74200355818,193041599.13645274,3495624.023926853,28186614.07570998,0.0 - 09/11 17:00:00,0.0,584615.3319184171,0.0,0.0,0.0,0.0,0.0,0.0,12905.928738006205,12703.88401601409,12720.25426722721,15312.39179805766,193112851.7494986,584615.3319184171,35233267.594637479,0.0 - 09/11 18:00:00,0.0,0.0,2319551.3359375649,0.0,0.0,0.0,0.0,0.0,18082.722767830943,17799.634369571948,17822.571015228055,21454.460304068038,272893349.7800539,0.0,14093307.03785499,0.0 - 09/11 19:00:00,0.0,0.0,5214417.229178831,0.0,0.0,0.0,0.0,0.0,18105.568276640504,17822.12222767927,17845.087851235836,21481.565628203898,276130055.57071307,0.0,63419881.67034747,0.0 - 09/11 20:00:00,0.0,269437.071462327,0.0,0.0,0.0,8795902.171620556,0.0,2441251.432843817,10343.574380486538,10181.64379396813,10194.763881215431,12272.256163939564,154772057.59059478,11506590.6759267,63419881.67034747,69761869.8373822 - 09/11 21:00:00,0.0,1748646.6589621367,0.0,0.0,0.0,9523690.944500644,0.0,4900437.603814438,10341.898368361712,10179.994020125774,10193.111981471095,12270.267639530774,154746979.23416168,16172775.207277216,49326574.63249246,69761869.8373822 - 09/11 22:00:00,0.0,0.0,0.0,0.0,0.0,5326198.465513998,0.0,253067.9162194814,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,77402647.58761499,5579266.381733479,35233267.594637479,69761869.8373822 - 09/11 23:00:00,0.0,0.0,6982018.310104452,0.0,0.0,484779.1473667551,0.0,0.0,5173.626478327107,5092.632390669831,5099.194767299391,6138.3103270713149,84395568.57822797,484779.1473667551,35233267.594637479,62010550.96656194 - 09/11 24:00:00,4075437.4507968018,0.0,14005981.52941686,0.0,0.0,0.0,0.0,0.0,2586.717982701673,2546.222430130715,2549.5034976194594,3069.0421453797987,56786768.78120759,0.0,35233267.594637479,46507913.22492146 - 09/12 01:00:00,16377053.060898949,0.0,23358635.21707178,0.0,1813007.998496998,0.0,11168852.738742928,0.0,2586.466654568959,2545.9750365868046,2549.255785283716,3068.743954144118,91419138.1653116,0.0,21139960.556782485,23253956.61246073 - 09/12 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.0911584806107,1272.8475751686795,1274.4877691861353,1534.2032992131854,19348667.287374997,0.0,14093307.03785499,0.0 - 09/12 03:00:00,2618010.815839255,0.0,9569949.807438313,0.0,0.0,0.0,0.0,0.0,1292.5739761424816,1272.3384894165343,1273.978027425037,1533.589682111059,31528889.25361997,0.0,14093307.03785499,0.0 - 09/12 04:00:00,9007431.947187517,0.0,14287613.455317716,0.0,0.0,0.0,4452732.426336242,0.0,1292.9120017805477,1272.6712232001776,1274.3111899701224,1533.9907366273924,47093764.37452313,0.0,14093307.03785499,0.0 - 09/12 05:00:00,11926431.490464103,0.0,16985398.895355286,0.0,1346549.9871471548,0.0,8808279.098105323,0.0,1291.826131186492,1271.602352112841,1273.240941533292,1532.702392617774,58396398.01389329,0.0,14093307.03785499,0.0 - 09/12 06:00:00,10453169.949655772,0.0,14966996.33893832,0.0,1870925.2372971327,0.0,7533544.784532356,0.0,1293.0062020316257,1272.763948728752,1274.4040349850043,1534.1025016294516,54172032.38497299,0.0,14093307.03785499,0.0 - 09/12 07:00:00,420074.8007215095,0.0,2885147.311166738,0.0,0.0,0.0,0.0,0.0,5173.508727977128,5092.516483723547,5099.078710995175,6138.170620775871,80717010.46838644,0.0,14093307.03785499,15502637.741640486 - 09/12 08:00:00,12563890.962552552,0.0,13684655.413384039,0.0,7055022.770941376,0.0,12834116.56688176,0.0,20687.894370808346,20364.021525110464,20390.26264535803,24545.396965487,355692957.53810957,0.0,56373228.15141996,38756594.35410121 - 09/12 09:00:00,5985324.697779011,0.0,10236136.75206393,0.0,3887609.713765494,0.0,7006301.911209686,0.0,18085.221682874773,17802.094163634596,17825.033978986423,21457.425171378094,297726563.06356409,0.0,56373228.15141996,38756594.35410121 - 09/12 10:00:00,0.0,1937867.1956670334,528124.2127095291,0.0,0.0,0.0,0.0,0.0,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193690821.6084228,1937867.1956670334,28186614.07570998,0.0 - 09/12 11:00:00,0.0,0.0,8121551.286547663,0.0,1398216.8726265806,0.0,5814106.010559914,0.0,10329.908016296402,10168.191379258846,10181.294131696737,12256.04154450516,169901440.42805989,0.0,28186614.07570998,0.0 - 09/12 12:00:00,0.0,0.0,829184.3330608563,0.0,100284.79318997414,0.0,1339904.5062954189,0.0,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,79500537.40168041,0.0,28186614.07570998,0.0 - 09/12 13:00:00,0.0,6353521.608004035,0.0,0.0,0.0,0.0,0.0,0.0,5159.459548313522,5078.687246588446,5085.231653476505,6121.501805395159,77201568.91358507,6353521.608004035,28186614.07570998,0.0 - 09/12 14:00:00,0.0,21767289.651219883,0.0,0.0,0.0,0.0,0.0,0.0,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,21767289.651219883,28186614.07570998,0.0 - 09/12 15:00:00,0.0,36725285.5691172,0.0,7812218.330559748,0.0,5843992.778448662,0.0,5895822.570940463,7725.137698942803,7604.199227142838,7613.998013991493,9165.580993160831,115592097.35965666,56277319.24906608,28186614.07570998,0.0 - 09/12 16:00:00,0.0,33470531.06741192,0.0,16381752.420719112,0.0,16375253.411239643,0.0,16078067.473214485,12871.894322950384,12670.382416075081,12686.709497057243,15272.011263767421,192603590.99946047,82305604.37258516,28186614.07570998,0.0 - 09/12 17:00:00,0.0,24284623.41574984,0.0,15908734.005269457,0.0,20232983.847022535,0.0,18948513.40811879,12876.863218679146,12675.273522814263,12691.606906486682,15277.906668875186,192677941.140679,79374854.67616062,35233267.594637479,0.0 - 09/12 18:00:00,0.0,10379894.766096276,0.0,4815885.772094484,0.0,11966550.411918473,0.0,9862363.846088963,18074.45441088164,17791.49545529315,17814.421613127484,21444.65021417028,270450078.0965012,37024694.7961982,14093307.03785499,0.0 - 09/12 19:00:00,0.0,5799290.422928102,0.0,0.0,0.0,9691550.97922054,0.0,6410643.453165993,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,21901484.855314636,63419881.67034747,0.0 - 09/12 20:00:00,0.0,17812696.590875247,0.0,7622921.5270729879,0.0,23698578.101334037,0.0,22284204.76481317,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,154709414.59158979,71418400.98409543,63419881.67034747,69761869.8373822 - 09/12 21:00:00,0.0,16024176.510779378,0.0,8261469.455162128,0.0,21651281.97732558,0.0,20228541.08949775,10325.649633769744,10163.999662505044,10177.097013488059,12250.989136189737,154503847.6054293,66165469.03276484,49326574.63249246,69761869.8373822 - 09/12 22:00:00,0.0,10095397.162917218,0.0,2677577.017471233,0.0,16799905.087785625,0.0,14040293.778779053,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,77354707.29579489,43613173.04695313,35233267.594637479,69761869.8373822 - 09/12 23:00:00,0.0,5821965.855373723,0.0,0.0,0.0,13538723.021107624,0.0,9918693.28159406,5167.883380566953,5086.979202176486,5093.5342940956629,6131.49636080641,77327615.65552384,29279382.158075409,35233267.594637479,62010550.96656194 - 09/12 24:00:00,0.0,2073172.5338852455,0.0,0.0,0.0,9768293.325271849,0.0,5831772.024518354,2582.870740394684,2542.435417119745,2545.7116046556918,3064.4775392408234,38647783.0850794,17673237.88367545,35233267.594637479,46507913.22492146 - 09/13 01:00:00,0.0,0.0,740035.8021068327,0.0,0.0,15517.805025974367,0.0,0.0,2585.474592090428,2544.9985050314437,2548.2779953677738,3067.5669098826936,39426780.610647249,15517.805025974367,21139960.556782485,23253956.61246073 - 09/13 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.1309374422706,1271.9023865698239,1273.5413626152966,1533.0640336050854,19334299.392836915,0.0,14093307.03785499,0.0 - 09/13 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 09/13 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.8978865600425,1272.6573289560827,1274.2972778218758,1533.9739894570742,19345775.33806227,0.0,14093307.03785499,0.0 - 09/13 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9467975608173,1272.7054742460162,1274.3454851519289,1534.0320204924456,19346507.198824347,0.0,14093307.03785499,0.0 - 09/13 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.737296045214,1272.4992525157218,1274.1389976838869,1533.7834549413468,19343372.40427021,0.0,14093307.03785499,0.0 - 09/13 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5169.415219711726,5088.487060093683,5095.0440950416909,6133.313829477789,77350536.7355696,0.0,14093307.03785499,15502637.741640486 - 09/13 08:00:00,0.0,26833467.600657066,0.0,6020215.737088811,0.0,28527133.013526236,0.0,21518833.101362684,20647.636089284482,20324.39349449403,20350.5835499794,24497.632051212015,308952882.66589179,82899649.45263478,56373228.15141996,38756594.35410121 - 09/13 09:00:00,0.0,62360785.98060052,0.0,36164712.45659095,0.0,37846774.335067678,0.0,41236485.150912839,18020.652052130536,17738.53538250511,17761.393295880138,21380.815769274388,269645027.3992446,177608757.923172,56373228.15141996,38756594.35410121 - 09/13 10:00:00,0.0,56764786.6442322,0.0,26593498.81509143,0.0,20995690.964382478,0.0,23500095.19284866,12835.730650307973,12634.784892474212,12651.066102413852,15229.104446629452,192062469.93057177,127854071.61655477,28186614.07570998,0.0 - 09/13 11:00:00,0.0,63546827.13459349,0.0,30362899.89728191,0.0,21076999.39397172,0.0,24614848.407686443,10261.673135061797,10101.024727819173,10114.040929171128,12175.083462605848,153546560.1167686,139601574.83353357,28186614.07570998,0.0 - 09/13 12:00:00,0.0,67539178.1183525,0.0,33309672.656576776,0.0,21773745.468205856,0.0,27818299.445193776,5113.542114315616,5033.488658585667,5039.97482247976,6067.0225227328569,76514501.22521004,150440895.6883289,28186614.07570998,0.0 - 09/13 13:00:00,0.0,81693639.53364207,0.0,39778341.18199824,0.0,26180062.02774627,0.0,35928178.2536873,5098.143391432224,5018.331005581644,5024.797637292732,6048.752525837101,76284088.41651732,183580220.99707387,28186614.07570998,0.0 - 09/13 14:00:00,0.0,85246912.19741655,0.0,52090930.89767983,0.0,35652925.45797614,0.0,46147615.40303529,5095.80632156729,5016.030522981425,5022.494190285878,6045.979681653798,76249118.57935822,219138383.9561078,28186614.07570998,0.0 - 09/13 15:00:00,0.0,79620797.77456135,0.0,56073673.78938291,0.0,41301741.29899017,0.0,51052129.48774066,7643.709482350936,7524.045784472135,7533.741285428817,9068.969522480698,114373677.86903732,228048342.3506751,28186614.07570998,0.0 - 09/13 16:00:00,0.0,68297852.81235697,0.0,52548823.7632972,0.0,42830486.092932078,0.0,50701428.03136783,12748.24782393121,12548.671626064284,12564.841870270755,15125.309412558205,190753454.638168,214378590.69995407,28186614.07570998,0.0 - 09/13 17:00:00,0.0,50904452.35833517,0.0,42581088.404995348,0.0,38491039.33854169,0.0,43870921.16261886,12773.287247088812,12573.319052381255,12589.521057312246,15155.017732321157,191128122.3207725,175847501.26449109,35233267.594637479,0.0 - 09/13 18:00:00,0.0,31493432.978809559,0.0,24471773.217370433,0.0,25796101.12470133,0.0,28812391.647906584,17938.857107822154,17658.02095330871,17680.77511562378,21283.76919015747,268421120.52088363,110573698.9687879,14093307.03785499,0.0 - 09/13 19:00:00,0.0,33981364.30626144,0.0,26157362.878531275,0.0,31465365.7098659,0.0,34697526.489957619,17957.927986358143,17676.793273683546,17699.571626049474,21306.39605956023,268706480.204345,126301619.38461623,63419881.67034747,0.0 - 09/13 20:00:00,0.0,48532189.44098215,0.0,40385978.97392612,0.0,48016634.87685884,0.0,53775800.48032398,10271.933697446557,10111.124659185693,10124.153875330092,12187.257228205619,153700090.05660466,190710603.7720911,63419881.67034747,69761869.8373822 - 09/13 21:00:00,0.0,38553008.532228428,0.0,31763434.495458925,0.0,39725636.61535798,0.0,44490972.24798249,10281.553633166775,10120.593993017616,10133.63541136517,12198.670914722137,153844034.2281781,154533051.8910278,49326574.63249246,69761869.8373822 - 09/13 22:00:00,0.0,29210319.678919864,0.0,22396338.213292619,0.0,32027478.58020659,0.0,34586099.52150225,5148.077160042208,5067.483051728902,5074.013020868296,6107.997036203717,77031252.96783525,118220235.99392133,35233267.594637479,69761869.8373822 - 09/13 23:00:00,0.0,21284149.083381744,0.0,14514495.008874268,0.0,26080735.599039157,0.0,26400184.786988416,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,88279564.47828359,35233267.594637479,62010550.96656194 - 09/13 24:00:00,0.0,12333872.582106462,0.0,6501824.16588962,0.0,18420038.90009679,0.0,16895473.010254943,2578.9401735140979,2538.5663839969208,2541.837585888785,3059.8140716759696,38588969.57427278,54151208.658347818,35233267.594637479,46507913.22492146 - 09/14 01:00:00,0.0,1549883.8853007556,0.0,0.0,0.0,7336149.175773716,0.0,4363890.854664301,2576.6343911708165,2536.2966991063669,2539.5649762775876,3057.078348942789,38554467.89579122,13249923.915738773,21139960.556782485,23253956.61246073 - 09/14 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.1628723732729,1267.996442299723,1269.6303851373323,1528.3560758710754,19274924.79245305,0.0,14093307.03785499,0.0 - 09/14 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1287.6863218679144,1267.5273522814264,1269.1606906486682,1527.7906668875187,19267794.1140679,0.0,14093307.03785499,0.0 - 09/14 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1288.0062846777017,1267.8423060137373,1269.4760502310099,1528.1702905475998,19272581.753292175,0.0,14093307.03785499,0.0 - 09/14 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,0.0,14093307.03785499,0.0 - 09/14 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 09/14 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.5928738006206,1270.3884016014093,1272.025426722721,1531.239179805766,19311285.174949863,0.0,14093307.03785499,15502637.741640486 - 09/14 08:00:00,0.0,0.0,0.0,0.0,0.0,1951828.9864670849,0.0,0.0,5156.781997225132,5076.051613061842,5082.592623667088,6118.324993237193,77161504.41788852,1951828.9864670849,56373228.15141996,38756594.35410121 - 09/14 09:00:00,0.0,0.0,0.0,0.0,0.0,3527759.049940601,0.0,0.0,12903.593506695755,12701.585343185441,12717.952632324,15309.621135249072,193077909.42283536,3527759.049940601,56373228.15141996,38756594.35410121 - 09/14 10:00:00,6122019.786437318,0.0,12601087.305549082,0.0,0.0,0.0,2811361.669496948,0.0,12897.355661240787,12695.445152364739,12711.804529240711,15302.22016972995,214519040.6067576,0.0,28186614.07570998,0.0 - 09/14 11:00:00,7069015.705440868,0.0,10079147.645082806,0.0,0.0,0.0,5281368.703917344,0.0,12890.547933292422,12688.744000667388,12705.094742425425,15294.143060386168,215312239.10681809,0.0,28186614.07570998,0.0 - 09/14 12:00:00,5445868.063592305,0.0,8090162.111224225,0.0,427475.1676172367,0.0,4212804.01789406,0.0,7728.03770806621,7607.053836082421,7616.856301386059,9169.021743285599,133811799.88008088,0.0,28186614.07570998,0.0 - 09/14 13:00:00,6536104.751118376,0.0,9146171.480368313,0.0,1098323.068361613,0.0,4920933.583755451,0.0,7731.714255948455,7610.672826921711,7620.4799556644279,9173.383827005422,137392035.9995478,0.0,28186614.07570998,0.0 - 09/14 14:00:00,7921145.3392308,0.0,10613977.971444374,0.0,2336412.326887128,0.0,6362226.782647806,0.0,7737.623793576347,7616.489849635616,7626.304474205831,9180.395267819998,143012690.60706616,0.0,28186614.07570998,0.0 - 09/14 15:00:00,7975675.441710096,0.0,10672627.469143259,0.0,2736673.5807504856,0.0,6702136.397790231,0.0,7736.820520542294,7615.699151990761,7625.512757666354,9179.44221502791,143854021.61221243,0.0,28186614.07570998,0.0 - 09/14 16:00:00,6452484.98873844,0.0,9025576.316335505,0.0,2235839.2244178859,0.0,5775973.7824004809,0.0,18050.675032483014,17768.08834749939,17790.984342886222,21416.43688941499,293584138.9161133,0.0,28186614.07570998,0.0 - 09/14 17:00:00,7609233.996667335,0.0,10356704.807674336,0.0,1973642.6578427058,0.0,5702385.563657637,0.0,23208.010756049593,22844.685018213506,22874.122726568,27535.41885781927,372906021.51698336,0.0,35233267.594637479,0.0 - 09/14 18:00:00,10262888.581304178,0.0,13001761.206397415,0.0,4085259.762027289,0.0,8303508.738615476,0.0,18044.7654003487,17762.27123175858,17785.159731198037,21409.42533647215,305659256.40754327,0.0,14093307.03785499,0.0 - 09/14 19:00:00,0.0,0.0,1419636.1056674736,0.0,0.0,0.0,0.0,0.0,18040.66659721306,17758.23659615066,17781.119896550328,21404.56226301265,271364143.3762036,0.0,63419881.67034747,0.0 - 09/14 20:00:00,0.0,0.0,0.0,0.0,0.0,8666122.322407186,0.0,5275970.082749939,15475.247587152695,15232.979699271233,15252.60894841166,18360.790535639997,231557856.3737121,13942092.405157125,63419881.67034747,69761869.8373822 - 09/14 21:00:00,0.0,47138.380906748105,0.0,0.0,0.0,15187293.966797356,0.0,10904572.643169025,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,26139004.99087313,49326574.63249246,69761869.8373822 - 09/14 22:00:00,0.0,0.0,0.0,0.0,0.0,8098437.027875811,0.0,2697587.873672024,10335.09877655583,10173.300877198077,10186.41021374558,12262.20018340947,154645236.18327225,10796024.901547837,35233267.594637479,69761869.8373822 - 09/14 23:00:00,0.0,0.0,10023.330336977957,0.0,0.0,3211115.850121076,0.0,0.0,7755.335581682986,7633.924356395314,7643.761447106992,9201.409628308009,116053974.97891286,3211115.850121076,35233267.594637479,62010550.96656194 - 09/14 24:00:00,2035105.812110144,0.0,8659236.090781635,0.0,0.0,0.0,0.0,0.0,5172.76692233672,5091.786291188823,5098.3475775328429,6137.290496699989,88095030.53882194,0.0,35233267.594637479,46507913.22492146 - 09/15 01:00:00,12673694.926079933,0.0,17160963.327521758,0.0,0.0,0.0,4079844.0493359507,0.0,2585.9867963510434,2545.502690638808,2548.782830669754,3068.174620685875,72608911.28098136,0.0,21139960.556782485,23253956.61246073 - 09/15 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9467975608173,1272.705474246016,1274.3454851519289,1534.0320204924456,19346507.198824347,0.0,14093307.03785499,0.0 - 09/15 03:00:00,0.0,0.0,1762739.7334295882,0.0,0.0,0.0,0.0,0.0,1293.3887878621179,1273.1405451066967,1274.7811166458205,1534.5564251131319,21115860.482449548,0.0,14093307.03785499,0.0 - 09/15 04:00:00,4893724.916080146,0.0,9301728.41528775,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,33549142.830305678,0.0,14093307.03785499,0.0 - 09/15 05:00:00,7533796.190429397,0.0,10837997.288561009,0.0,0.0,0.0,1579337.6054812424,0.0,1293.4393745795815,1273.1903398796615,1274.8309755844326,1534.6164443223887,39305008.768189478,0.0,14093307.03785499,0.0 - 09/15 06:00:00,6004825.36081977,0.0,8658416.056181713,0.0,0.0,0.0,2038367.947265596,0.0,1293.377181994282,1273.1291209308868,1274.7696777487939,1534.5426551939677,36054556.45339163,0.0,14093307.03785499,0.0 - 09/15 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2829801949552,1273.0363938783017,1274.676831207937,1534.4308883549703,19351537.53709019,0.0,14093307.03785499,15502637.741640486 - 09/15 08:00:00,0.0,0.0,134872.96926493877,0.0,0.0,3168255.5066704808,0.0,0.0,1292.7931352996873,1272.5542175962497,1274.194033592531,1533.849706085264,19479080.902530374,3168255.5066704808,56373228.15141996,38756594.35410121 - 09/15 09:00:00,0.0,38765215.043384339,0.0,6724233.593443822,0.0,21930807.270657828,0.0,14668152.545026638,5168.208168769476,5087.298905759109,5093.854409648984,6131.881709610776,77332475.49763805,82088408.45251262,56373228.15141996,38756594.35410121 - 09/15 10:00:00,0.0,40191795.432833608,0.0,0.0,0.0,6563163.408936441,0.0,3429873.7453831008,7743.557242803722,7622.330409608453,7632.152560336326,9187.435078834598,115867711.04969916,50184832.58715315,28186614.07570998,0.0 - 09/15 11:00:00,0.0,36008374.4113663,0.0,536296.6734325034,0.0,3153858.628999529,0.0,737570.3596440451,7743.557242803722,7622.330409608453,7632.152560336326,9187.435078834598,115867711.04969916,40436100.07344238,28186614.07570998,0.0 - 09/15 12:00:00,0.0,21657921.11661192,0.0,0.0,0.0,631046.656160764,0.0,0.0,5159.459548313522,5078.687246588446,5085.231653476505,6121.501805395159,77201568.91358507,22288967.772772686,28186614.07570998,0.0 - 09/15 13:00:00,0.0,17088208.699050167,0.0,0.0,0.0,147246.91230284296,0.0,0.0,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,17235455.611353008,28186614.07570998,0.0 - 09/15 14:00:00,0.0,10879453.688298533,0.0,0.0,0.0,544050.1781829475,0.0,0.0,7742.156104017453,7620.951205911264,7630.771579394401,9185.772681149443,115846745.65370122,11423503.86648148,28186614.07570998,0.0 - 09/15 15:00:00,0.0,5666104.323254944,0.0,0.0,0.0,51243.530860928855,0.0,0.0,10326.537966037178,10164.874087765113,10177.972565534326,12252.043108515318,154517139.82026697,5717347.854115873,28186614.07570998,0.0 - 09/15 16:00:00,0.0,2624865.318103113,0.0,0.0,0.0,96162.11581366089,0.0,0.0,12908.172457546472,12706.09260970639,12722.465706917908,15315.05388564415,193146424.77533374,2721027.433916774,28186614.07570998,0.0 - 09/15 17:00:00,0.0,4649542.39639721,0.0,0.0,0.0,7480769.20862078,0.0,0.0,15489.806949055766,15247.311131647664,15266.95884830149,18378.06466277298,231775709.73040045,12130311.60501799,35233267.594637479,0.0 - 09/15 18:00:00,0.0,0.0,0.0,0.0,0.0,1984260.6283369773,0.0,0.0,18089.833124191788,17806.633411977527,17829.57907661415,21462.896470471194,270680191.49971678,1984260.6283369773,14093307.03785499,0.0 - 09/15 19:00:00,0.0,0.0,13702.266542130385,0.0,0.0,1144703.4624063373,0.0,0.0,10337.047499538165,10175.219092558591,10188.330900922372,12264.512268840683,154688097.40923745,1144703.4624063373,63419881.67034747,0.0 - 09/15 20:00:00,0.0,2290806.487768785,0.0,0.0,0.0,14751617.279337066,0.0,8896745.092091034,7757.96038905313,7636.508071916422,7646.348492009262,9204.523862057627,116083226.93413119,25939168.859196884,63419881.67034747,69761869.8373822 - 09/15 21:00:00,0.0,1444523.5609092983,0.0,0.0,0.0,12101527.257930872,0.0,8118326.219698988,5168.523749769082,5087.6095462792959,5094.165450461186,6132.256134420341,77337197.57134766,21664377.038539158,49326574.63249246,69761869.8373822 - 09/15 22:00:00,0.0,0.0,0.0,0.0,0.0,9636994.87880439,0.0,5167945.867868679,5168.208168769476,5087.298905759109,5093.854409648984,6131.881709610776,77332475.49763805,14804940.74667307,35233267.594637479,69761869.8373822 - 09/15 23:00:00,0.0,0.0,0.0,0.0,0.0,7190813.230242452,0.0,1667207.0507030355,5168.830120537715,5087.911120756391,5094.467413547777,6132.619631642432,77341781.83134353,8858020.280945488,35233267.594637479,62010550.96656194 - 09/15 24:00:00,0.0,0.0,2057891.003730416,0.0,0.0,2520201.8030797478,0.0,0.0,5169.12727813569,5088.203626296736,5094.760296011365,6132.972197789228,79404119.23736929,2520201.8030797478,35233267.594637479,46507913.22492146 - 09/16 01:00:00,3876216.1580561038,0.0,11943293.176353082,0.0,0.0,0.0,0.0,0.0,2584.707609855863,2544.243530046842,2547.5220475208454,3066.6569147388947,54494777.70219399,0.0,21139960.556782485,23253956.61246073 - 09/16 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,19349088.870979739,0.0,14093307.03785499,0.0 - 09/16 03:00:00,0.0,0.0,387179.8993611444,0.0,0.0,0.0,0.0,0.0,1293.4367309635489,1273.1877376499309,1274.8283700014634,1534.613307772879,19741018.026357306,0.0,14093307.03785499,0.0 - 09/16 04:00:00,2903972.808310529,0.0,8591364.824626008,0.0,0.0,0.0,0.0,0.0,1293.3930581220403,1273.144748514903,1274.7853254705474,1534.5614916135237,30848522.27833219,0.0,14093307.03785499,0.0 - 09/16 05:00:00,7269159.397407971,0.0,11302389.317026202,0.0,0.0,0.0,1104222.8203301549,0.0,1293.3589913508366,1273.1112150653576,1274.7517488097297,1534.5210726898993,39028446.435261297,0.0,14093307.03785499,0.0 - 09/16 06:00:00,5200217.159342198,0.0,8305241.733427056,0.0,0.0,0.0,1716142.3903957038,0.0,1293.4334147626676,1273.1844733647932,1274.825101509961,1534.6093732271204,34575389.78947731,0.0,14093307.03785499,0.0 - 09/16 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.9735927020869,5091.005381277615,5097.565661339508,6136.34924137175,77388817.95608746,0.0,14093307.03785499,15502637.741640486 - 09/16 08:00:00,0.0,3350547.106006069,201293.8459400204,0.0,0.0,7557097.105664121,0.0,0.0,20672.832675077905,20349.195623036438,20375.417638595936,24527.526838443104,309531195.8364922,10907644.21167019,56373228.15141996,38756594.35410121 - 09/16 09:00:00,0.0,44980183.70765048,0.0,13870154.201826835,0.0,26171317.55697898,0.0,23501892.883786587,18074.45441088164,17791.49545529315,17814.421613127484,21444.65021417028,270450078.0965012,108523548.35024289,56373228.15141996,38756594.35410121 - 09/16 10:00:00,0.0,38532418.54938313,0.0,154888.31600515423,0.0,5899246.976158907,0.0,3009980.368291517,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205006,193059925.18873818,47596534.20983871,28186614.07570998,0.0 - 09/16 11:00:00,0.0,45417014.44693293,0.0,411271.9121519729,0.0,3701701.129787596,0.0,1177620.3104432398,10311.294514484973,10149.869275290619,10162.94841782745,12233.957335126945,154289050.35382796,50707607.799315739,28186614.07570998,0.0 - 09/16 12:00:00,0.0,47934877.768565479,0.0,1257705.6819747582,0.0,2270408.086530663,0.0,1752625.5613854333,5150.745287471657,5070.1094091257059,5076.642762594673,6111.162667550075,77071176.4562716,53215617.09845633,28186614.07570998,0.0 - 09/16 13:00:00,0.0,54332315.35713978,0.0,7905085.362893391,0.0,5465861.369335432,0.0,8256866.39802099,5143.8046849352199,5063.277463016743,5069.802012825827,6102.927907579677,76967323.44608689,75960128.4873896,28186614.07570998,0.0 - 09/16 14:00:00,0.0,55787478.19660768,0.0,16418115.04728575,0.0,12253055.508330267,0.0,15262794.107304935,5141.547218035462,5061.055337182431,5067.577023555569,6100.249509275923,76933544.71697779,99721442.85952863,28186614.07570998,0.0 - 09/16 15:00:00,0.0,54284912.2718225,0.0,23067421.945263465,0.0,19587767.10275969,0.0,22480525.350343005,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,119420626.67018865,28186614.07570998,0.0 - 09/16 16:00:00,0.0,44250818.00266041,0.0,23842760.15903665,0.0,23765011.76428332,0.0,25167474.495253795,12861.34809337187,12660.001289688016,12676.31499352925,15259.498564946847,192445786.58952955,117026064.42123418,28186614.07570998,0.0 - 09/16 17:00:00,0.0,32210635.31915059,0.0,21617075.908324064,0.0,25501173.844158856,0.0,25102008.889280708,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,192653495.5994278,104430893.96091423,35233267.594637479,0.0 - 09/16 18:00:00,0.0,11980032.308226003,0.0,5026567.277680241,0.0,12792799.579935192,0.0,10732891.773128512,18066.681578123924,17783.844307682273,17806.760606231976,21435.428044810513,270333772.33265528,40532290.93896995,14093307.03785499,0.0 - 09/16 19:00:00,0.0,5025234.581525351,0.0,0.0,0.0,8910167.32803409,0.0,5218138.20868871,18091.945473474912,17808.71269203857,17831.66103603978,21465.402692262294,270711798.817736,19153540.118248155,63419881.67034747,0.0 - 09/16 20:00:00,0.0,18326886.884228365,0.0,5112264.41204975,0.0,24176897.084237867,0.0,22678607.69352674,10332.984438760539,10171.2196397554,10184.32629441603,12259.691602324594,154613599.11092366,70294656.07404273,63419881.67034747,69761869.8373822 - 09/16 21:00:00,0.0,13071304.263927672,0.0,4188532.5063014195,0.0,19803141.89610879,0.0,17489583.145809067,10336.416337538953,10174.597811518219,10187.708819297968,12263.763419221552,154664950.9952761,54552561.81214695,49326574.63249246,69761869.8373822 - 09/16 22:00:00,0.0,9090989.352934052,0.0,174683.64072527039,0.0,16566258.692275759,0.0,13615096.62022806,5164.129831680469,5083.2844157980439,5089.834746607853,6127.042918334366,77271450.88471464,39447028.30616313,35233267.594637479,69761869.8373822 - 09/16 23:00:00,0.0,6151834.037920625,0.0,0.0,0.0,14309201.051076359,0.0,10984848.247603877,5164.546505948632,5083.694566952808,5090.245426284243,6127.537286448107,77277685.62828164,31445883.336600856,35233267.594637479,62010550.96656194 - 09/16 24:00:00,0.0,150811.35148694737,0.0,0.0,0.0,8431636.220095728,0.0,3631484.034382688,2583.0607218375118,2542.6224243676444,2545.898852881517,3064.7029449707008,38650625.798606548,12213931.605965361,35233267.594637479,46507913.22492146 - 09/17 01:00:00,0.0,0.0,3638461.643732665,0.0,0.0,0.0,0.0,0.0,2583.603097553539,2543.156309090657,2546.4334255694886,3065.3464530540138,42297203.07069638,0.0,21139960.556782485,23253956.61246073 - 09/17 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.7134510868614,1271.4914360411906,1273.1298825349623,1532.5687019808264,19328052.497917829,0.0,14093307.03785499,0.0 - 09/17 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.7931352996873,1272.5542175962497,1274.194033592531,1533.849706085264,19344207.933265438,0.0,14093307.03785499,0.0 - 09/17 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.61869296661,1272.382506190439,1274.0221009190478,1533.642736915941,19341597.733171338,0.0,14093307.03785499,0.0 - 09/17 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.7931352996873,1272.5542175962497,1274.194033592531,1533.849706085264,19344207.933265438,0.0,14093307.03785499,0.0 - 09/17 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.8466656425079,1272.6069099115674,1274.2467938072753,1533.9132177936418,19345008.913757974,0.0,14093307.03785499,0.0 - 09/17 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5165.352334369118,5084.487779979044,5091.039661446424,6128.493371108651,77289743.32885166,0.0,14093307.03785499,15502637.741640486 - 09/17 08:00:00,0.0,24356434.19187708,0.0,5918331.245174117,0.0,32892502.803124697,0.0,24320407.931373087,20620.265017957285,20297.450922394528,20323.606259625776,24465.157319900325,308543326.2715605,87487676.17154898,56373228.15141996,38756594.35410121 - 09/17 09:00:00,0.0,67210527.88237474,0.0,34540963.23855511,0.0,41156671.41895568,0.0,44457507.09436607,18020.652052130536,17738.53538250511,17761.393295880138,21380.815769274388,269645027.3992446,187365669.6342516,56373228.15141996,38756594.35410121 - 09/17 10:00:00,0.0,56621059.43212101,0.0,15931033.32289982,0.0,18831636.97037767,0.0,19416879.701326178,12846.029945650505,12644.922950426826,12661.217224288906,15241.324167405095,192216579.4359768,110800609.42672467,28186614.07570998,0.0 - 09/17 11:00:00,0.0,65461987.68921064,0.0,16269155.57119134,0.0,16037430.32760514,0.0,17043013.80413533,10252.635849137645,10092.128922292068,10105.133660490625,12164.361067831254,153411334.19910575,114811587.39214245,28186614.07570998,0.0 - 09/17 12:00:00,0.0,73123551.44303982,0.0,18606696.952595034,0.0,14352064.54036557,0.0,18536095.14546078,5119.622263522039,5039.473621922012,5045.967498052238,6074.236387672713,76605479.1762084,124618408.08146119,28186614.07570998,0.0 - 09/17 13:00:00,0.0,81704678.44960465,0.0,28114783.52522554,0.0,18790063.980816138,0.0,27912935.310885248,5104.9494112337429,5025.0304758735069,5031.505740535867,6056.827608529854,76385927.65022269,156522461.2665316,28186614.07570998,0.0 - 09/17 14:00:00,0.0,83917862.59160015,0.0,41905478.91706412,0.0,30176543.299325549,0.0,40291346.12315983,5099.299129572484,5019.468650425714,5025.936748108302,6050.1237650232819,76301381.85526721,196291230.93114967,28186614.07570998,0.0 - 09/17 15:00:00,0.0,77625517.58916725,0.0,47143971.72241637,0.0,38401218.22848542,0.0,46980835.31159355,7650.669482556924,7530.896824576512,7540.601153797639,9077.227297045561,114477821.1287159,210151542.8516626,28186614.07570998,0.0 - 09/17 16:00:00,0.0,64929962.48832917,0.0,46876532.39814481,0.0,41929376.65646987,0.0,48451475.3193609,12762.373528084356,12562.576189683765,12578.764351339667,15142.069021324634,190964819.1255567,202187346.86230476,28186614.07570998,0.0 - 09/17 17:00:00,0.0,49758774.61820055,0.0,42684831.9988859,0.0,41705531.98191776,0.0,46022559.79891712,12789.009165939984,12588.79484165989,12605.016788724946,15173.671188895534,191363371.1467933,180171698.39792133,35233267.594637479,0.0 - 09/17 18:00:00,0.0,26579363.46629526,0.0,21072744.998223206,0.0,25329998.279591975,0.0,27714478.99742714,17954.826756676088,17673.7405943307,17696.515013007698,21302.716568923686,268660076.15857747,100696585.74153759,14093307.03785499,0.0 - 09/17 19:00:00,0.0,22789529.94434629,0.0,16280203.280019237,0.0,23968663.89383188,0.0,25357441.909279918,17972.968997719225,17691.598815205874,17714.39624602322,21324.241645389455,268931540.535616,88395839.02747733,63419881.67034747,0.0 - 09/17 20:00:00,0.0,35140312.874327529,0.0,28842578.16372991,0.0,38544297.18038425,0.0,42389466.04370159,10286.122318949298,10125.091155171925,10138.138368571932,12204.091486005642,153912395.98331569,144916654.26214329,63419881.67034747,69761869.8373822 - 09/17 21:00:00,0.0,25334842.409417418,0.0,19850962.232882456,0.0,30301119.027113018,0.0,32233137.307393545,10300.183598590404,10138.93230285712,10151.997351988657,12220.774657547772,154122796.47954227,107720060.97680643,49326574.63249246,69761869.8373822 - 09/17 22:00:00,0.0,18143737.244309866,0.0,13300041.84065454,0.0,24311123.614182727,0.0,24741664.41956834,5150.745287471657,5070.1094091257059,5076.642762594673,6111.162667550075,77071176.4562716,80496567.11871547,35233267.594637479,69761869.8373822 - 09/17 23:00:00,0.0,13123431.384412755,0.0,8135113.053718314,0.0,20177141.32175904,0.0,19584720.119616599,5154.476170632303,5073.7818846144759,5080.319970442952,6115.589218003614,77127002.07729604,61020405.87950671,35233267.594637479,62010550.96656194 - 09/17 24:00:00,0.0,6920463.73592424,0.0,1376621.2207485766,0.0,14794040.666197077,0.0,13056620.971874599,2576.938505666696,2536.596052633081,2539.864715551875,3057.4391691833868,38559018.39492614,36147746.594744499,35233267.594637479,46507913.22492146 - 09/18 01:00:00,0.0,0.0,0.0,0.0,0.0,3408974.242569941,0.0,327722.7788504969,2578.390998612566,2538.025806530921,2541.296311833544,3059.1624966185966,38580752.20894426,3736697.021420438,21139960.556782485,23253956.61246073 - 09/18 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.0547933292424,1268.8744000667389,1270.5094742425425,1529.4143060386169,19288270.705237707,0.0,14093307.03785499,0.0 - 09/18 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.9919272181049,1269.796862949749,1271.4331258131313,1530.5261796251526,19302293.144182095,0.0,14093307.03785499,0.0 - 09/18 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.603965596058,1269.4149749392698,1271.0507457009717,1530.0658779699996,19296488.031142679,0.0,14093307.03785499,0.0 - 09/18 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,0.0,14093307.03785499,0.0 - 09/18 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.0547933292424,1268.8744000667389,1270.5094742425425,1529.4143060386169,19288270.705237707,0.0,14093307.03785499,0.0 - 09/18 07:00:00,0.0,1510257.0117006836,0.0,0.0,0.0,7208177.482060265,0.0,2957108.888983243,5153.268782341633,5072.5933982127339,5079.129952555175,6114.156697885577,77108935.79158244,11675543.382744194,14093307.03785499,15502637.741640486 - 09/18 08:00:00,0.0,63765525.93980415,0.0,37699028.133866179,0.0,46441062.7222264,0.0,50372834.058268938,20572.244637898595,20250.18231034385,20276.276737143864,24408.182972011284,307824791.96663138,198278450.85416565,56373228.15141996,38756594.35410121 - 09/18 09:00:00,0.0,90551260.70944172,0.0,46592878.40875639,0.0,48595615.58889517,0.0,55074718.46106212,17967.045736935524,17685.768284174726,17708.55820175773,21317.213922574356,268842910.1235924,240814473.1681554,56373228.15141996,38756594.35410121 - 09/18 10:00:00,0.0,79882136.92653492,0.0,31403865.63767362,0.0,26784726.141400685,0.0,31331491.95052191,12801.512710420091,12601.102640818626,12617.34044773913,15188.506167131547,191550463.0779938,169402220.65613113,28186614.07570998,0.0 - 09/18 11:00:00,0.0,86968189.32348572,0.0,28962992.917752178,0.0,22121676.125743018,0.0,26481071.656022178,10222.891663299812,10062.850387232298,10075.817397050034,12129.07072674004,152966268.62755988,164533930.0230031,28186614.07570998,0.0 - 09/18 12:00:00,0.0,82517610.0544206,0.0,20321429.705734549,0.0,14797821.367408198,0.0,19760151.253506975,5130.836567530899,5050.512363909586,5057.020464585564,6087.541731302924,76773280.0583843,137397012.38107033,28186614.07570998,0.0 - 09/18 13:00:00,0.0,87986781.7290606,0.0,29639460.856989467,0.0,19864182.314002739,0.0,29929915.6376844,5094.625012267227,5014.867707298828,5021.329876196587,6044.578103262622,76231442.51649095,167420340.5377372,28186614.07570998,0.0 - 09/18 14:00:00,0.0,93363095.10841209,0.0,44499420.57417384,0.0,31364626.550353163,0.0,42252227.38545667,5088.591177930326,5008.928333764081,5015.382849172822,6037.419189147505,76141157.58005303,211479369.61839576,28186614.07570998,0.0 - 09/18 15:00:00,0.0,89026564.1159288,0.0,49624018.38495184,0.0,38554888.86907546,0.0,48243855.27005066,7648.948694358726,7529.202975638569,7538.905122162453,9075.185647534923,114452072.78290083,225449326.64000679,28186614.07570998,0.0 - 09/18 16:00:00,0.0,70586002.71845944,0.0,46306344.86137615,0.0,39972694.08189851,0.0,47165436.52305045,12745.358478580561,12545.827513954106,12561.994093231831,15121.881314592752,190710221.0412933,204030478.18478454,28186614.07570998,0.0 - 09/18 17:00:00,0.0,47210564.36977394,0.0,36483062.50749658,0.0,34501561.16161694,0.0,38586457.59225808,12789.009165939984,12588.79484165989,12605.016788724946,15173.671188895534,191363371.1467933,156781645.63114555,35233267.594637479,0.0 - 09/18 18:00:00,0.0,21910219.408998204,0.0,15556272.965233362,0.0,17686489.1941691,0.0,18855937.54757977,17908.17487777807,17627.81905929973,17650.534303391727,21247.36589542289,267962018.8892127,74008919.11598043,14093307.03785499,0.0 - 09/18 19:00:00,0.0,19802585.138929499,0.0,12400078.71264999,0.0,21821489.55998733,0.0,21949624.777949595,17932.253521520415,17651.52074738242,17674.266533518694,21275.934287084838,268322310.32222293,75973778.18951641,63419881.67034747,0.0 - 09/18 20:00:00,0.0,24942247.046486685,0.0,17806512.03914275,0.0,31431241.9926546,0.0,31982196.070130964,10307.754022666784,10146.384210532324,10159.4588622075,12229.756676733547,154236073.57970456,106162197.14841502,63419881.67034747,69761869.8373822 - 09/18 21:00:00,0.0,14499256.575412948,0.0,6973689.148614184,0.0,23299320.018187617,0.0,21498782.44424111,10311.294514484973,10149.869275290619,10162.94841782745,12233.957335126945,154289050.35382796,66271048.18645586,49326574.63249246,69761869.8373822 - 09/18 22:00:00,0.0,6779910.233830217,0.0,100286.33380778149,0.0,17354012.153557619,0.0,14292281.89298092,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,38526490.614176537,35233267.594637479,69761869.8373822 - 09/18 23:00:00,0.0,2185938.305342828,0.0,0.0,0.0,13784000.444193142,0.0,9981099.746566598,5157.8803470281959,5077.132767993841,5083.67517177757,6119.628143351939,77177939.14854557,25951038.49610257,35233267.594637479,62010550.96656194 - 09/18 24:00:00,0.0,0.0,0.0,0.0,0.0,8589511.119003492,0.0,4047650.953111269,2579.729774156761,2539.343623294223,2542.6158267382527,3060.7509026975797,38600784.45679253,12637162.07211476,35233267.594637479,46507913.22492146 - 09/19 01:00:00,0.0,0.0,2900422.497205328,0.0,0.0,0.0,0.0,0.0,2582.0649158402345,2541.6422078990219,2544.9173733039267,3063.521459167183,41536147.93956265,0.0,21139960.556782485,23253956.61246073 - 09/19 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9933981755217,1272.751345319404,1274.391415334877,1534.0873103429377,19347204.489021865,0.0,14093307.03785499,0.0 - 09/19 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.3722548816116,1273.1242709530844,1274.7648215213,1534.5368093628636,19352873.364187894,0.0,14093307.03785499,0.0 - 09/19 04:00:00,233753.58524697083,0.0,5445607.688472712,0.0,0.0,0.0,0.0,0.0,1293.3589913508366,1273.1112150653576,1274.7517488097297,1534.5210726898993,25032036.174216644,0.0,14093307.03785499,0.0 - 09/19 05:00:00,9837395.571308822,0.0,13957849.984929886,0.0,0.0,0.0,329934.8173317586,0.0,1293.1301692464927,1272.8859752137442,1274.5262187135775,1534.2495839977719,43474431.38338818,0.0,14093307.03785499,0.0 - 09/19 06:00:00,14933068.55420423,0.0,19833105.58244875,0.0,0.0,0.0,11182328.928701563,0.0,1292.3024824443149,1272.0712460028595,1273.7104396409469,1533.2675652017356,65285369.30519803,0.0,14093307.03785499,0.0 - 09/19 07:00:00,10849566.99264247,0.0,16034383.54588295,0.0,660379.7269736125,0.0,7406552.786027975,0.0,5166.954743829851,5086.06510342074,5092.61901743037,6130.394568766083,112264603.41193637,0.0,14093307.03785499,15502637.741640486 - 09/19 08:00:00,18541894.14312427,0.0,25479769.794864246,0.0,13461031.06999704,0.0,19930715.959141226,0.0,20661.854813159942,20338.389621594717,20364.597712518414,24514.50202432819,386579049.9848913,0.0,56373228.15141996,38756594.35410121 - 09/19 09:00:00,28795215.73493026,0.0,39688813.12371627,0.0,23302600.04839571,0.0,34975331.5412674,0.0,18085.565836610887,17802.43292957977,17825.37318146609,21457.833496648836,397378300.0478097,0.0,56373228.15141996,38756594.35410121 - 09/19 10:00:00,17371455.368106475,0.0,30578891.541809307,0.0,19023066.73187113,0.0,28709497.647594014,0.0,12926.958846886198,12724.584894616404,12740.981821024498,15337.343219475166,289110438.90458908,0.0,28186614.07570998,0.0 - 09/19 11:00:00,9840567.081526228,0.0,27664366.43372859,0.0,17880463.85033066,0.0,26905703.607978796,0.0,10339.542723066841,10177.675252897441,10190.790226274516,12267.47275630892,237002832.42433606,0.0,28186614.07570998,0.0 - 09/19 12:00:00,11769838.101673492,0.0,28622971.17633933,0.0,18973992.947959477,0.0,27941224.015564056,0.0,5167.645107129796,5086.744658954437,5093.299448640733,6131.21365846868,164632076.58503349,0.0,28186614.07570998,0.0 - 09/19 13:00:00,9833313.621834763,0.0,26182078.903098216,0.0,17583917.158742366,0.0,25500400.36456732,0.0,5170.295904569926,5089.353957666137,5095.912109700148,6134.358728444236,156463424.56961227,0.0,28186614.07570998,0.0 - 09/19 14:00:00,5697587.615795026,0.0,21439455.420300899,0.0,13754211.740172577,0.0,20765563.793743846,0.0,5173.262668949045,5092.2742767954509,5098.836191958731,6137.8786811317,139064925.1178181,0.0,28186614.07570998,0.0 - 09/19 15:00:00,54942.92028447962,0.0,18392504.355280464,0.0,10669618.576492267,0.0,17166706.59798509,0.0,7758.299015660935,7636.84139726151,7646.68224687808,9204.925629601616,162372066.29189004,0.0,28186614.07570998,0.0 - 09/19 16:00:00,4796104.929616494,0.0,18872071.37404597,0.0,8943610.720158913,0.0,16170808.311133199,0.0,12932.90534182834,12730.43829607091,12746.842765184221,15344.39850873235,242299101.01749153,0.0,28186614.07570998,0.0 - 09/19 17:00:00,10252224.263113926,0.0,20701340.65921224,0.0,7499301.212716257,0.0,15857291.969718369,0.0,12928.085613428424,12725.694021418214,12742.092377049397,15338.680084966194,247754545.6534648,0.0,35233267.594637479,0.0 - 09/19 18:00:00,25355141.456960076,0.0,34635943.35152693,0.0,16345438.304467403,0.0,27241624.242142388,0.0,18094.19976536697,17810.931692570517,17833.8828959804,21468.07732354061,374323677.39394739,0.0,14093307.03785499,0.0 - 09/19 19:00:00,22956747.012733137,0.0,32983644.6579468,0.0,10768272.91658409,0.0,21298817.594010079,0.0,18070.33129092107,17787.436883544724,17810.357811495112,21439.758289726222,358395865.57374778,0.0,63419881.67034747,0.0 - 09/19 20:00:00,14076502.211163089,0.0,23973618.151499075,0.0,894691.8447802775,0.0,9165118.948983949,0.0,10316.066493515207,10154.566548098925,10167.651743551209,12239.61910608868,202470385.16494087,0.0,63419881.67034747,69761869.8373822 - 09/19 21:00:00,19544700.390188815,0.0,29178596.572370177,0.0,4999679.982820908,0.0,14591766.541545727,0.0,10310.46412071993,10149.05188149488,10162.129970736374,12232.9721046228,222591368.56619195,0.0,49326574.63249246,69761869.8373822 - 09/19 22:00:00,25349727.79327247,0.0,34971244.43131836,0.0,9391450.158945892,0.0,20432045.30931466,0.0,5151.57097647315,5070.922171811848,5077.456572608493,6112.142316031858,167227999.02578265,0.0,35233267.594637479,69761869.8373822 - 09/19 23:00:00,30394680.736933449,0.0,40036859.29925886,0.0,13069975.558766289,0.0,25313038.828177856,0.0,5146.183116558673,5065.618659849435,5072.146226529599,6105.749825910587,185817466.6069903,0.0,35233267.594637479,62010550.96656194 - 09/19 24:00:00,36493656.99655476,0.0,46116215.75213029,0.0,18167772.336001524,0.0,31759247.030978815,0.0,2570.498179023578,2530.2565505050026,2533.517044328245,3049.797967463708,170999543.18441934,0.0,35233267.594637479,46507913.22492146 - 09/20 01:00:00,45476323.03950972,0.0,54733640.34643795,0.0,26592774.529630048,0.0,41914146.734241638,0.0,2570.882109966621,2530.63447093751,2533.895451749803,3050.253486872084,207185280.520113,0.0,21139960.556782485,23253956.61246073 - 09/20 02:00:00,7013829.87250001,0.0,13011278.051943122,0.0,0.0,0.0,1024852.6403223366,0.0,1287.8927441182876,1267.730542952962,1269.3641431521233,1528.0355790079646,40320843.39799829,0.0,14093307.03785499,0.0 - 09/20 03:00:00,31996424.735194874,0.0,40296610.59658666,0.0,13190874.976756504,0.0,25970657.071482418,0.0,1284.050395623545,1263.948347140694,1265.5770735945105,1523.4767791904117,130667956.72399745,0.0,14093307.03785499,0.0 - 09/20 04:00:00,32989903.756018294,0.0,40271885.98127898,0.0,16847455.85733375,0.0,28944318.998601218,0.0,1287.5695427450826,1267.4124013575477,1269.0455915987912,1527.6521129160117,138319611.328255,0.0,14093307.03785499,0.0 - 09/20 05:00:00,30893456.88373045,0.0,37678329.94979902,0.0,15789619.356845372,0.0,26972730.253056509,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,130627165.54623798,0.0,14093307.03785499,0.0 - 09/20 06:00:00,30906338.36265487,0.0,37577939.89732603,0.0,15755990.600883276,0.0,26879383.30067113,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323997,1526.4374564776468,130370380.20749878,0.0,14093307.03785499,0.0 - 09/20 07:00:00,4506497.952308884,0.0,10115814.547263485,0.0,369838.05846643805,0.0,2173306.176431955,0.0,5164.249011547429,5083.4017298819539,5089.952211862934,6127.184320697139,94438690.9208328,0.0,14093307.03785499,15502637.741640486 - 09/20 08:00:00,11099254.210445285,0.0,13631791.558233845,0.0,7683317.815976827,0.0,13304965.640811442,0.0,20675.661549231234,20351.980210637168,20378.20581442201,24530.883189641263,355091559.9756214,0.0,56373228.15141996,38756594.35410121 - 09/20 09:00:00,0.0,14264013.961242373,10548441.904788966,0.0,2293459.5717493609,0.0,5778576.101253779,0.0,18107.02587891171,17823.557010915007,17846.524483336216,21483.295017658587,289557926.18474957,14264013.961242373,56373228.15141996,38756594.35410121 - 09/20 10:00:00,0.0,15318396.436807314,10909415.770467818,0.0,620716.0773173586,0.0,5884687.349409698,0.0,12933.589913508365,12731.112150653576,12747.517488097297,15345.210726898993,210941568.20216454,15318396.436807314,28186614.07570998,0.0 - 09/20 11:00:00,0.0,309264.0836243982,15959795.056943685,0.0,9047246.785818518,0.0,14867644.387100619,0.0,10347.46731810134,10185.475786918345,10198.600812079689,12276.874985816963,194704994.28036166,309264.0836243982,28186614.07570998,0.0 - 09/20 12:00:00,0.0,0.0,12859360.607853571,0.0,7530196.994975331,0.0,13043966.59315077,0.0,5173.612024862307,5092.618163476719,5099.180521773088,6138.293178587051,110846858.19529666,0.0,28186614.07570998,0.0 - 09/20 13:00:00,0.0,0.0,10917613.935071463,0.0,6558505.442281795,0.0,11118145.878030535,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,106005758.71213538,0.0,28186614.07570998,0.0 - 09/20 14:00:00,0.0,0.0,15390443.350357594,0.0,7532264.738845869,0.0,13083676.763643522,0.0,5173.131920779821,5092.1455755132069,5098.707324831749,6137.723553419881,113412535.00120774,0.0,28186614.07570998,0.0 - 09/20 15:00:00,5620641.38506058,0.0,17407636.44740738,0.0,8191980.612130791,0.0,14348630.575774702,0.0,7759.852619251282,7638.370678897825,7648.213499149874,9206.768920956867,161680429.6060945,0.0,28186614.07570998,0.0 - 09/20 16:00:00,7291225.473302275,0.0,16581778.36104337,0.0,7422405.939889941,0.0,13433720.629497163,0.0,12933.534074326944,12731.057185644957,12747.462452260655,15345.14447584175,238255043.88080026,0.0,28186614.07570998,0.0 - 09/20 17:00:00,11093546.147789613,0.0,19365318.1943187,0.0,7185074.131192651,0.0,13955696.507459896,0.0,12931.566881634291,12729.120789720886,12745.523561092792,15342.810476804278,245096113.13406898,0.0,35233267.594637479,0.0 - 09/20 18:00:00,16707819.760916332,0.0,23986502.01712869,0.0,10107097.151220868,0.0,17995057.62826627,0.0,18101.25516585144,17817.876639444217,17840.836792127004,21476.448286894236,339647577.341073,0.0,14093307.03785499,0.0 - 09/20 19:00:00,10514986.096257709,0.0,18615543.93833997,0.0,702668.0327816635,0.0,7614817.28690273,0.0,18103.670666797374,17820.254325272235,17843.217541845897,21479.31418656125,308335259.54799839,0.0,63419881.67034747,0.0 - 09/20 20:00:00,592707.6848872308,0.0,7073346.570586357,0.0,0.0,0.0,0.0,0.0,10345.253505307433,10183.296631776711,10196.418848874233,12274.248381443422,162463236.77812005,0.0,63419881.67034747,69761869.8373822 - 09/20 21:00:00,568074.0790459534,0.0,7488919.480032577,0.0,0.0,0.0,0.0,0.0,10344.30150365612,10182.359533888844,10195.480543440091,12273.118867824274,162839931.1747921,0.0,49326574.63249246,69761869.8373822 - 09/20 22:00:00,4735416.57916033,0.0,10935577.408562892,0.0,0.0,0.0,0.0,0.0,5172.76692233672,5091.786291188823,5098.3475775328429,6137.290496699989,93071682.62365337,0.0,35233267.594637479,69761869.8373822 - 09/20 23:00:00,6063312.766396465,0.0,11895295.938377906,0.0,0.0,0.0,0.0,0.0,5171.9735927020869,5091.005381277616,5097.565661339508,6136.34924137175,95347426.66086182,0.0,35233267.594637479,62010550.96656194 - 09/20 24:00:00,9042415.627132798,0.0,14603256.874979167,0.0,0.0,0.0,2237605.0868299298,0.0,2586.159332960656,2545.6725261556105,2548.9528850369549,3068.379328787053,64580268.25152688,0.0,35233267.594637479,46507913.22492146 - 09/21 01:00:00,18710742.54544995,0.0,24178173.95652601,0.0,2815271.5128960318,0.0,14231153.781764456,0.0,2586.8060124311539,2546.3090817383597,2549.590260886544,3069.1465892935259,98642008.79629496,0.0,21139960.556782485,23253956.61246073 - 09/21 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.156688163429,1272.912078972089,1274.5523561092792,1534.2810476804276,19349647.81533081,0.0,14093307.03785499,0.0 - 09/21 03:00:00,0.0,0.0,2501614.674141835,0.0,0.0,0.0,0.0,0.0,1293.156688163429,1272.912078972089,1274.5523561092792,1534.2810476804278,21851262.489472648,0.0,14093307.03785499,0.0 - 09/21 04:00:00,2573640.495984588,0.0,7072091.97482624,0.0,0.0,0.0,0.0,0.0,1292.8978865600425,1272.6573289560827,1274.2972778218758,1533.9739894570742,28991507.808873103,0.0,14093307.03785499,0.0 - 09/21 05:00:00,5984571.20223286,0.0,9941252.41457991,0.0,0.0,0.0,0.0,0.0,1292.9933981755217,1272.751345319404,1274.391415334877,1534.0873103429377,35273028.10583463,0.0,14093307.03785499,0.0 - 09/21 06:00:00,7046799.120063383,0.0,10785001.805822999,0.0,0.0,0.0,2828462.2400875149,0.0,1293.3322456962117,1273.0848881189455,1274.7253879383598,1534.4893399916312,40012537.868256438,0.0,14093307.03785499,0.0 - 09/21 07:00:00,0.0,0.0,376043.64634295649,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19726705.5432467,0.0,14093307.03785499,15502637.741640486 - 09/21 08:00:00,8700911.827447165,0.0,11287789.009964263,0.0,1966653.2240655798,0.0,9321372.376862605,0.0,5168.523749769082,5087.6095462792959,5094.165450461186,6132.256134420341,108613924.00968728,0.0,56373228.15141996,38756594.35410121 - 09/21 09:00:00,0.0,34559858.107559207,0.0,2470811.6232232546,0.0,8794699.941442363,0.0,6341547.157825021,12907.06204221218,12704.999578131303,12721.371266860075,15313.736420237172,193129809.50678665,52166916.83004984,56373228.15141996,38756594.35410121 - 09/21 10:00:00,0.0,32515179.860091315,0.0,4298855.545459502,0.0,2889154.145638259,0.0,939031.2710862778,12871.894322950384,12670.382416075081,12686.709497057243,15272.011263767421,192603590.99946047,40642220.82227535,28186614.07570998,0.0 - 09/21 11:00:00,0.0,48648345.4330013,0.0,1841953.8360814059,0.0,3558913.6057815176,0.0,1762758.4139343226,12851.94204145847,12650.742491272016,12667.044264206465,15248.338643402672,192305042.78522266,55811971.288798559,28186614.07570998,0.0 - 09/21 12:00:00,0.0,56951534.346114989,0.0,9359262.30987425,0.0,6244545.37906401,0.0,7157200.134886142,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,79712542.16993939,28186614.07570998,0.0 - 09/21 13:00:00,0.0,49214787.63147946,0.0,20450386.648902894,0.0,12560619.161300434,0.0,16273554.279666197,7694.925752861181,7574.460254713157,7584.220719860442,9129.735672395867,115140032.63939032,98499347.72134897,28186614.07570998,0.0 - 09/21 14:00:00,0.0,70698839.12796295,0.0,30322600.246407816,0.0,20869170.40724128,0.0,27001429.3858694,7690.858948180817,7570.457116618725,7580.212423313984,9124.910563882095,115079180.58718422,148892039.16748146,28186614.07570998,0.0 - 09/21 15:00:00,0.0,52283407.92279555,0.0,28433953.61309672,0.0,22164373.26010371,0.0,26086017.696832189,7702.700999022526,7582.113777945375,7591.884105438524,9138.960705166912,115256374.515264,128967752.49282818,28186614.07570998,0.0 - 09/21 16:00:00,0.0,22455914.4999322,0.0,11978005.933212065,0.0,12412989.23920194,0.0,12591918.144182336,17975.88397053147,17694.46815357496,17717.26928182766,21327.700149359833,268975157.5990581,59438827.816528547,28186614.07570998,0.0 - 09/21 17:00:00,0.0,13769562.330186643,0.0,5125250.636301348,0.0,9580171.958038498,0.0,8372336.63567297,23133.495674625246,22771.336484289634,22800.679675571635,27447.00955812481,346149077.0134008,36847321.560199458,35233267.594637479,0.0 - 09/21 18:00:00,0.0,1950564.1978576007,0.0,0.0,0.0,1318838.7304811723,0.0,297118.4927551575,18032.087985487822,17749.792284192317,17772.664703234135,21394.384067666393,269816144.5460904,3566521.42109393,14093307.03785499,0.0 - 09/21 19:00:00,0.0,7656325.3844750919,0.0,0.0,0.0,10718003.933683992,0.0,6781659.827712358,18058.108419097323,17775.405363059555,17798.310787167768,21425.256318883054,270205491.19754776,25155989.145871447,63419881.67034747,0.0 - 09/21 20:00:00,0.0,22242605.742484698,0.0,12625290.125873302,0.0,27188121.727249,0.0,26800980.67587763,15488.474450654618,15245.999493757563,15265.64552023209,18376.48370428461,231755771.40814395,88856998.27148462,63419881.67034747,69761869.8373822 - 09/21 21:00:00,0.0,16769608.11579359,0.0,9376649.215247177,0.0,22799123.807144047,0.0,21544339.85308525,12903.593506695755,12701.585343185441,12717.952632324,15309.621135249072,193077909.42283536,70489720.99127005,49326574.63249246,69761869.8373822 - 09/21 22:00:00,0.0,9341942.71409988,0.0,1873973.8668524952,0.0,16502317.908025772,0.0,13907967.74115298,10333.707608694891,10171.931488329525,10185.039060279698,12260.54961584661,154624419.98334263,41626202.23013112,35233267.594637479,69761869.8373822 - 09/21 23:00:00,0.0,4513971.285623761,0.0,0.0,0.0,12269052.249661524,0.0,8957190.115119869,7751.825070850429,7630.468803264726,7640.301441143494,9197.244541209617,115991423.48328577,25740213.650405155,35233267.594637479,62010550.96656194 - 09/21 24:00:00,0.0,0.0,0.0,0.0,0.0,5883902.537518697,0.0,1419893.0734179784,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,77370009.33915742,7303795.610936676,35233267.594637479,46507913.22492146 - 09/22 01:00:00,0.0,0.0,3762576.4817781208,0.0,0.0,0.0,0.0,0.0,2585.6933312850158,2545.2138198231348,2548.4935876145507,3067.8264355872836,42452594.30929407,0.0,21139960.556782485,23253956.61246073 - 09/22 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.9467975608173,1272.7054742460162,1274.3454851519289,1534.0320204924456,19346507.198824347,0.0,14093307.03785499,0.0 - 09/22 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2829801949552,1273.0363938783017,1274.6768312079374,1534.4308883549703,19351537.53709019,0.0,14093307.03785499,0.0 - 09/22 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4149098055607,1273.1662581062417,1274.80686277919,1534.5874178018908,19353511.61457438,0.0,14093307.03785499,0.0 - 09/22 05:00:00,0.0,0.0,2722156.426094153,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796615,1274.8309755844326,1534.6164443223887,22076034.10981198,0.0,14093307.03785499,0.0 - 09/22 06:00:00,0.0,0.0,4672272.379600911,0.0,0.0,0.0,0.0,0.0,1293.437716471186,1273.188707729262,1274.8293413308409,1534.6144770400713,24026125.252857809,0.0,14093307.03785499,0.0 - 09/22 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4397030831779,1273.1906632404728,1274.8312993619273,1534.616834079366,19353882.599153796,0.0,14093307.03785499,15502637.741640486 - 09/22 08:00:00,7677115.153760381,0.0,10670126.952308935,0.0,0.0,0.0,5370164.032222748,0.0,1293.3322456962117,1273.0848881189455,1274.7253879383598,1534.4893399916312,43069680.84057459,0.0,56373228.15141996,38756594.35410121 - 09/22 09:00:00,0.0,30451617.417410088,881765.3189118079,0.0,0.0,4622742.347124255,0.0,577669.5044318845,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765386,78255254.93599265,35652029.26896623,56373228.15141996,38756594.35410121 - 09/22 10:00:00,0.0,50594424.98174163,0.0,0.0,0.0,2356851.7107980467,0.0,987036.5419467258,7750.809292660618,7629.468927271969,7639.300276708465,9196.039359162041,115976224.28089114,53938313.23448639,28186614.07570998,0.0 - 09/22 11:00:00,0.0,54069700.91996146,0.0,0.0,0.0,260670.89311960108,0.0,0.0,7748.612221184052,7627.306251359233,7637.134813967075,9193.432617722472,115943349.25523819,54330371.81308106,28186614.07570998,0.0 - 09/22 12:00:00,0.0,51015663.18883374,0.0,0.0,0.0,0.0,0.0,0.0,5166.121443675023,5085.2448487352889,5091.797705763034,6129.405889941401,77301251.59721309,51015663.18883374,28186614.07570998,0.0 - 09/22 13:00:00,0.0,42699563.6699663,0.0,0.0,0.0,0.0,0.0,0.0,5164.129831680469,5083.2844157980439,5089.834746607853,6127.042918334366,77271450.88471464,42699563.6699663,28186614.07570998,0.0 - 09/22 14:00:00,0.0,46531295.61030564,0.0,7482153.496525863,0.0,5700330.053071836,0.0,5595352.7099842899,7742.863533481682,7621.647560435259,7631.468831242276,9186.61201920451,115857330.99970941,65309131.86988763,28186614.07570998,0.0 - 09/22 15:00:00,0.0,45661752.443413678,0.0,13715697.54861591,0.0,11625210.395509575,0.0,12158504.184684484,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,83161164.57222365,28186614.07570998,0.0 - 09/22 16:00:00,0.0,39539594.016521748,0.0,13490346.644232773,0.0,15093039.779487789,0.0,14333478.828957182,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,82456459.26919949,28186614.07570998,0.0 - 09/22 17:00:00,0.0,25178569.518361197,0.0,8419406.533467802,0.0,14645228.581161265,0.0,11544466.28275877,15506.490361613145,15263.73336226917,15283.402240643332,18397.8588949273,232025345.4940306,59787670.91574902,35233267.594637479,0.0 - 09/22 18:00:00,0.0,2510987.00585041,804769.2221880714,0.0,0.0,1934397.4531328246,0.0,160782.99100943833,18107.94297924993,17824.459753876345,17847.428389574,21484.38312220201,271755940.5038363,4606167.449992673,14093307.03785499,0.0 - 09/22 19:00:00,0.0,0.0,3657304.1942688205,0.0,0.0,0.0,0.0,0.0,10347.34292994694,10185.353346083706,10198.478213467537,12276.727404019955,158485751.01093415,0.0,63419881.67034747,0.0 - 09/22 20:00:00,0.0,0.0,0.0,0.0,0.0,4743970.631498864,0.0,0.0,7756.851368057055,7635.416412850927,7645.255426229639,9203.208050979718,116066632.52922243,4743970.631498864,63419881.67034747,69761869.8373822 - 09/22 21:00:00,0.0,0.0,4546196.992753885,0.0,0.0,3075646.9581772058,0.0,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,81945397.53422788,3075646.9581772058,49326574.63249246,69761869.8373822 - 09/22 22:00:00,0.0,0.0,10003050.159055308,0.0,0.0,0.0,0.0,0.0,5170.783538754479,5089.833957846562,5096.3927284098,6134.937287790066,87374061.20513858,0.0,35233267.594637479,69761869.8373822 - 09/22 23:00:00,4014630.3784778558,0.0,15394060.315920307,0.0,0.0,0.0,604107.36205836,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,97360263.01583046,0.0,35233267.594637479,62010550.96656194 - 09/22 24:00:00,12433019.813482652,0.0,22495553.44287467,0.0,0.0,0.0,10231141.851329357,0.0,5165.850243891007,5084.977894634483,5091.530407664623,6129.084121749998,122456908.71227108,0.0,35233267.594637479,46507913.22492146 - 09/23 01:00:00,24040440.290107185,0.0,33811769.00203101,0.0,11092937.204440356,0.0,22728095.081896727,0.0,2581.2505367690716,2540.84057808414,2544.1147105072075,3062.555229486008,130296781.37592241,0.0,21139960.556782485,23253956.61246073 - 09/23 02:00:00,0.0,0.0,1701891.0547016019,0.0,0.0,0.0,0.0,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,21006574.51606713,0.0,14093307.03785499,0.0 - 09/23 03:00:00,11906712.773642894,0.0,22585610.64691285,0.0,0.0,0.0,7500311.411179686,0.0,1289.6415440962365,1269.4519651410179,1271.08778356837,1530.110463426002,61289685.15416928,0.0,14093307.03785499,0.0 - 09/23 04:00:00,19925355.01288994,0.0,27624691.49327273,0.0,6503009.859635142,0.0,17383911.40225877,0.0,1288.8080150899912,1268.63148518686,1270.2662463420468,1529.12151307785,90721545.90296486,0.0,14093307.03785499,0.0 - 09/23 05:00:00,23019676.01212156,0.0,30497714.639803459,0.0,10832987.103151726,0.0,20830088.466147685,0.0,1288.3605782509704,1268.191053055023,1269.825246668454,1528.5906463480658,104458349.30878547,0.0,14093307.03785499,0.0 - 09/23 06:00:00,23299093.80011678,0.0,30375942.97652134,0.0,11030750.403219667,0.0,20726502.39272165,0.0,1287.8927441182876,1267.730542952962,1269.3641431521233,1528.0355790079646,104703172.40581225,0.0,14093307.03785499,0.0 - 09/23 07:00:00,1671394.7684376878,0.0,5410568.811588895,0.0,0.0,0.0,731244.3610952558,0.0,5161.094005018891,5080.2961155691859,5086.84259564914,6123.441025885031,85039233.41276193,0.0,14093307.03785499,15502637.741640486 - 09/23 08:00:00,8898476.637870985,0.0,13368395.831110519,0.0,5603412.806434779,0.0,11464951.80163628,0.0,20679.085446133682,20355.350505794882,20381.58045254903,24534.94551261784,348758699.97859618,0.0,56373228.15141996,38756594.35410121 - 09/23 09:00:00,0.0,29727300.95504959,4127257.9605947688,0.0,0.0,0.0,0.0,0.0,18106.06747855967,17822.61361449927,17845.57987125791,21482.157912225288,275050365.91614648,29727300.95504959,56373228.15141996,38756594.35410121 - 09/23 10:00:00,0.0,39845313.0756624,2090048.0777610969,0.0,0.0,0.0,0.0,0.0,12934.244985178519,12731.756967054533,12748.16313541,15345.98794443001,195626598.99322415,39845313.0756624,28186614.07570998,0.0 - 09/23 11:00:00,0.0,51405294.147763419,5466872.558320153,0.0,0.0,0.0,2992839.400867018,0.0,10346.263841559641,10184.291151026413,10197.414649663498,12275.447106839762,163272012.2559087,51405294.147763419,28186614.07570998,0.0 - 09/23 12:00:00,0.0,57933398.87981565,6184093.079369981,0.0,562213.0197505582,0.0,4229439.0762402559,0.0,5172.477333370679,5091.501235792068,5098.062154813113,6136.946910446071,88372100.65927975,57933398.87981565,28186614.07570998,0.0 - 09/23 13:00:00,0.0,65166851.60820688,1210854.5358497329,0.0,28336.005479696905,0.0,0.0,0.0,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,78609199.88048683,65166851.60820688,28186614.07570998,0.0 - 09/23 14:00:00,0.0,68413952.53911573,0.0,0.0,0.0,0.0,0.0,0.0,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,77370009.33915742,68413952.53911573,28186614.07570998,0.0 - 09/23 15:00:00,0.0,65689453.40382307,0.0,9136034.023275495,0.0,9063411.703600444,0.0,9228982.925176427,7752.312253154214,7630.948358638661,7640.781614473476,9197.822564416165,115998713.24645706,93117882.05587545,28186614.07570998,0.0 - 09/23 16:00:00,0.0,53086215.02577795,0.0,13972478.071208764,0.0,17402322.008393554,0.0,16358802.160965328,12920.52042192369,12718.24726439777,12734.63602412246,15329.704274026939,193331188.74409513,100819817.26634559,28186614.07570998,0.0 - 09/23 17:00:00,0.0,33513932.871173897,0.0,9310897.326218166,0.0,17675719.610946739,0.0,14000856.863490293,12928.466656425078,12726.069099115672,12742.467938072752,15339.132177936419,193450089.1375797,74501406.67182909,35233267.594637479,0.0 - 09/23 18:00:00,0.0,6062991.763784956,0.0,0.0,0.0,3370695.042035382,0.0,779575.8543043104,18103.11533072459,17819.707683089266,17842.67019525868,21478.65530150937,270878934.6380949,10213262.660124649,14093307.03785499,0.0 - 09/23 19:00:00,0.0,1185890.9260250247,1387583.1670360699,0.0,0.0,151330.09995642649,0.0,0.0,18106.419341321656,17822.95996878407,17845.92667185556,21482.57538396095,272315956.08435609,1337221.0259814512,63419881.67034747,0.0 - 09/23 20:00:00,0.0,6763982.41597035,318662.83864742718,0.0,0.0,10281030.563059114,0.0,829235.2053522976,10343.682057309563,10181.749785090402,10194.870008918086,12272.383918379806,155092331.6095597,17874248.18438176,63419881.67034747,69761869.8373822 - 09/23 21:00:00,0.0,2635933.515450941,364730.86292032667,0.0,0.0,6927007.417937595,0.0,1010488.9592683234,10346.52533789809,10184.548553590901,10197.672383917463,12275.7573622634,155180943.9585318,10573429.892656859,49326574.63249246,69761869.8373822 - 09/23 22:00:00,0.0,0.0,5329541.501965557,0.0,0.0,2805453.2792884039,0.0,0.0,5172.024808126503,5091.055794915008,5097.616139940017,6136.410006517806,82719125.80016317,2805453.2792884039,35233267.594637479,69761869.8373822 - 09/23 23:00:00,0.0,0.0,9467126.589774596,0.0,0.0,23626.366992801188,0.0,0.0,5171.445745380808,5090.485797504622,5097.0454080297899,6135.722970674224,86848046.30749659,23626.366992801188,35233267.594637479,62010550.96656194 - 09/23 24:00:00,0.0,0.0,13212771.216394512,0.0,0.0,0.0,0.0,0.0,2586.182316961221,2545.695150337359,2548.9755383722706,3068.4065984263709,51910105.791144508,0.0,35233267.594637479,46507913.22492146 - 09/24 01:00:00,10593700.017002119,0.0,23011616.089974934,0.0,874442.5139208352,0.0,11167899.177593675,0.0,2584.747627715857,2544.2829214197724,2547.5614896535805,3066.7043944022018,84323524.95798065,0.0,21139960.556782485,23253956.61246073 - 09/24 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.141208321138,19310049.603588046,0.0,14093307.03785499,0.0 - 09/24 03:00:00,3186666.498278482,0.0,17270755.34262306,0.0,0.0,0.0,2394870.962884091,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323995,1526.4374564776468,42103020.849749099,0.0,14093307.03785499,0.0 - 09/24 04:00:00,13293647.782569766,0.0,23659885.26052462,0.0,0.0,0.0,13150380.107542089,0.0,1288.0509527375028,1267.8862747867293,1269.5200756622535,1528.2232874954689,69377163.2770915,0.0,14093307.03785499,0.0 - 09/24 05:00:00,16799704.882468769,0.0,26123970.23691771,0.0,8516496.344423518,0.0,16961923.17199583,0.0,1286.1865151012074,1266.0510252694408,1267.682461238642,1526.0112034099644,87647446.97387514,0.0,14093307.03785499,0.0 - 09/24 06:00:00,17367785.218490248,0.0,26083493.26268485,0.0,9017376.849251263,0.0,17114538.768592799,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,88831251.10399404,0.0,14093307.03785499,0.0 - 09/24 07:00:00,438778.6171491287,0.0,2538073.5280238438,0.0,0.0,0.0,0.0,0.0,5159.604686554806,5078.830112663488,5085.374703649067,6121.674006378175,80180592.7784569,0.0,14093307.03785499,15502637.741640486 - 09/24 08:00:00,5076972.980617814,0.0,12770915.12317647,0.0,2828505.287888751,0.0,8936630.984455698,0.0,20688.797375095826,20364.910392697366,20391.152658341547,24546.468345604306,339181807.9543992,0.0,56373228.15141996,38756594.35410121 - 09/24 09:00:00,0.0,39256080.708158317,2647714.136931791,0.0,0.0,3607212.17087741,0.0,0.0,18106.65143974696,17823.18843366523,17846.155431137035,21482.850759882833,273579559.9688872,42863292.879035729,56373228.15141996,38756594.35410121 - 09/24 10:00:00,0.0,50821712.856931079,0.0,0.0,0.0,1330175.7887244337,0.0,1037081.6822517607,12927.37296045214,12724.992525157217,12741.38997683887,15337.834549413468,193433724.04270209,53188970.32790728,28186614.07570998,0.0 - 09/24 11:00:00,0.0,61324675.24866756,0.0,0.0,0.0,0.0,0.0,0.0,10334.412390214156,10172.625236362628,10185.733702277954,12261.385812216055,154634965.70785488,61324675.24866756,28186614.07570998,0.0 - 09/24 12:00:00,0.0,68587559.93536684,0.0,0.0,0.0,0.0,0.0,0.0,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,77251923.80271465,68587559.93536684,28186614.07570998,0.0 - 09/24 13:00:00,0.0,76827628.60592169,0.0,936398.3511808389,0.0,1536967.7521519156,0.0,2289680.106079825,5155.066254489321,5074.362730598632,5080.901564906444,6116.289329975081,77135831.56789012,81590674.81533426,28186614.07570998,0.0 - 09/24 14:00:00,0.0,82176872.23714295,0.0,17401525.473843945,0.0,12642480.335555152,0.0,16450951.49804976,5151.389736004727,5070.743768696767,5077.277939602789,6111.927281134447,77080819.41157943,128671829.54459182,28186614.07570998,0.0 - 09/24 15:00:00,0.0,76080425.34183322,0.0,25745183.572754917,0.0,21012058.928981369,0.0,24331430.407933587,7727.08460400709,7606.115653045149,7615.9169094041849,9167.890921701672,115621229.11736915,147169098.2515031,28186614.07570998,0.0 - 09/24 16:00:00,0.0,61691026.67916621,0.0,26393781.538869494,0.0,25147619.721809593,0.0,26862856.682778457,12881.628723732729,12679.964422997227,12696.303851373325,15283.560758710753,192749247.9245305,140095284.62262375,28186614.07570998,0.0 - 09/24 17:00:00,0.0,42281406.16292095,0.0,20734622.514816595,0.0,24383943.048284618,0.0,23783074.780207576,12886.190426580759,12684.454711536184,12700.799926107378,15288.973045009036,192817505.19324009,111183046.50622972,35233267.594637479,0.0 - 09/24 18:00:00,0.0,11931688.455155379,0.0,2373412.8063172546,0.0,6489751.650627138,0.0,4899944.097998015,18081.42505286258,17798.356970573503,17821.29197017062,21452.920614794904,270554380.5902458,25694797.010097788,14093307.03785499,0.0 - 09/24 19:00:00,0.0,12630355.00913233,0.0,0.0,0.0,9893668.281833647,0.0,5557869.170145173,18077.3390285187,17794.334913702976,17817.26473046929,21448.07270288403,270493240.95207,28081892.461111148,63419881.67034747,0.0 - 09/24 20:00:00,0.0,23128828.01181522,0.0,8407291.155839395,0.0,22685993.7947698,0.0,21515489.231997104,10329.093011897265,10167.389133905615,10180.490852568486,12255.074572896214,154555371.25656329,75737602.19442153,63419881.67034747,69761869.8373822 - 09/24 21:00:00,0.0,12212475.532639314,0.0,1800978.9479394234,0.0,14653169.966134347,0.0,11532110.204344539,10346.978039052892,10184.994167624674,10198.1185721704,12276.294474902908,154822986.91350315,40198734.65105762,49326574.63249246,69761869.8373822 - 09/24 22:00:00,0.0,2769900.2990492174,0.0,0.0,0.0,7650028.339346295,0.0,2979331.738138916,5173.555151448471,5092.562180426787,5099.124466583282,6138.225700452527,77412482.99607985,13399260.376534429,35233267.594637479,69761869.8373822 - 09/24 23:00:00,0.0,0.0,0.0,0.0,0.0,2617507.676567102,0.0,0.0,5173.262668949045,5092.2742767954509,5098.836191958731,6137.8786811317,77408106.54780574,2617507.676567102,35233267.594637479,62010550.96656194 - 09/24 24:00:00,0.0,0.0,10219004.674137311,0.0,0.0,0.0,0.0,0.0,2586.717982701673,2546.222430130715,2549.5034976194594,3069.0421453797987,48924354.47513123,0.0,35233267.594637479,46507913.22492146 - 09/25 01:00:00,6106195.990144682,0.0,18599949.735096147,0.0,0.0,0.0,4833781.242567351,0.0,2586.676972732493,2546.1820621802537,2549.463077650773,3068.993488616813,68244663.13205737,0.0,21139960.556782485,23253956.61246073 - 09/25 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2288468269522,1271.998763164823,1273.6378634013755,1533.1801993525788,19335764.421884628,0.0,14093307.03785499,0.0 - 09/25 03:00:00,0.0,0.0,8342664.71984466,0.0,0.0,0.0,0.0,0.0,1293.1668678668203,1272.9220993103243,1274.562389359743,1534.293125509918,27692464.855213159,0.0,14093307.03785499,0.0 - 09/25 04:00:00,6314082.557908328,0.0,12964024.622523712,0.0,0.0,0.0,2486753.5551318756,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,41111569.331927958,0.0,14093307.03785499,0.0 - 09/25 05:00:00,7581507.537733639,0.0,13822520.94578537,0.0,0.0,0.0,5103383.784958501,0.0,1293.2630874441214,1273.0168125521933,1274.6572246492913,1534.4072863654588,45858652.14811734,0.0,14093307.03785499,0.0 - 09/25 06:00:00,7690796.180597027,0.0,13337188.011228303,0.0,0.0,0.0,5330041.7738408199,0.0,1293.1301692464927,1272.8859752137442,1274.5262187135775,1534.2495839977719,45707276.975483868,0.0,14093307.03785499,0.0 - 09/25 07:00:00,0.0,0.0,1060125.8581579398,0.0,0.0,0.0,0.0,0.0,5173.73365905067,5092.7378934591729,5099.300406039844,6138.4374929084819,78475279.88340736,0.0,14093307.03785499,15502637.741640486 - 09/25 08:00:00,7460413.805889763,0.0,11947082.662914478,0.0,2983287.4294593238,0.0,8815460.313313317,0.0,20692.527683119282,20368.582302052826,20394.829299326993,24550.894213679523,340830844.8050199,0.0,56373228.15141996,38756594.35410121 - 09/25 09:00:00,532692.4778866173,8106057.767810554,6666763.088358958,0.0,2681910.7050657046,0.0,5196591.862176487,0.0,18086.422858972695,17803.27653509663,17826.217874054768,21458.850320966572,285707121.45421418,8106057.767810554,56373228.15141996,38756594.35410121 - 09/25 10:00:00,0.0,34175455.72316434,0.0,0.0,0.0,0.0,0.0,0.0,12905.928738006205,12703.88401601409,12720.25426722721,15312.39179805766,193112851.7494986,34175455.72316434,28186614.07570998,0.0 - 09/25 11:00:00,0.0,46291922.50448022,0.0,0.0,0.0,0.0,0.0,0.0,10307.754022666784,10146.384210532324,10159.4588622075,12229.756676733547,154236073.57970456,46291922.50448022,28186614.07570998,0.0 - 09/25 12:00:00,0.0,43716519.787020388,0.0,0.0,0.0,0.0,0.0,0.0,5153.877011333392,5073.192105266162,5079.72943110375,6114.878338366773,77118036.78985228,43716519.787020388,28186614.07570998,0.0 - 09/25 13:00:00,0.0,38846472.19404719,0.0,6199983.526541594,0.0,3042782.443874593,0.0,2838031.281133573,5139.9974711372219,5059.529851860988,5066.049572490586,6098.410793738637,76910355.68121876,50927269.44559695,28186614.07570998,0.0 - 09/25 14:00:00,0.0,58238521.61786908,0.0,15836601.248254518,0.0,10876391.58500199,0.0,13243493.513884984,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,98195007.96501057,28186614.07570998,0.0 - 09/25 15:00:00,0.0,49028648.0078446,0.0,17434005.293344756,0.0,14652098.247218389,0.0,16282969.683981736,7712.320827053192,7591.583005773644,7601.365535333353,9150.374263913885,115400317.07546667,97397721.23238947,28186614.07570998,0.0 - 09/25 16:00:00,0.0,25489722.61231851,0.0,10572328.386487976,0.0,10423096.698597745,0.0,10055005.32296919,12846.029945650505,12644.922950426826,12661.217224288906,15241.324167405095,192216579.4359768,56540153.02037342,28186614.07570998,0.0 - 09/25 17:00:00,0.0,18486631.312175398,0.0,6056275.963808973,0.0,10287998.714213549,0.0,8430626.986544658,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,192653495.5994278,43261532.97674257,35233267.594637479,0.0 - 09/25 18:00:00,0.0,1779792.9883629573,0.0,0.0,0.0,566328.917811098,0.0,0.0,18042.731890712625,17760.269557095206,17783.155477172553,21407.01265491278,269975410.4876154,2346121.9061740555,14093307.03785499,0.0 - 09/25 19:00:00,0.0,9990612.01728012,0.0,0.0,0.0,10733763.807334343,0.0,6794114.901842382,18046.76710660939,17764.24160093434,17787.132639395593,21411.800284540634,270035789.87332788,27518490.726456848,63419881.67034747,0.0 - 09/25 20:00:00,0.0,25503457.115708855,0.0,15179804.980802356,0.0,28727933.132782334,0.0,29166223.35019309,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,98577418.57948663,63419881.67034747,69761869.8373822 - 09/25 21:00:00,0.0,16708162.68651574,0.0,8003804.423555459,0.0,21757545.679136129,0.0,20551858.236393405,10329.093011897265,10167.389133905615,10180.490852568486,12255.074572896214,154555371.25656329,67021371.02560073,49326574.63249246,69761869.8373822 - 09/25 22:00:00,0.0,12366688.134625815,0.0,3653063.377693342,0.0,18103076.089237274,0.0,16321167.877551847,5157.8803470281959,5077.132767993841,5083.67517177757,6119.628143351939,77177939.14854557,50443995.479108277,35233267.594637479,69761869.8373822 - 09/25 23:00:00,0.0,9197038.851604939,0.0,826018.2282608004,0.0,15295258.866917968,0.0,13233485.0372859,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,77223970.07549528,38551800.9840696,35233267.594637479,62010550.96656194 - 09/25 24:00:00,0.0,2544138.3427312199,0.0,0.0,0.0,9857406.617681105,0.0,6646618.283700183,2580.4783203996505,2540.080450906039,2543.353603827653,3061.639024241001,38611985.03774764,19048163.244112508,35233267.594637479,46507913.22492146 - 09/26 01:00:00,0.0,0.0,0.0,0.0,0.0,419020.0817632945,0.0,0.0,2579.207931192116,2538.8299498785397,2542.1014914019435,3060.131755939999,38592976.062285359,419020.0817632945,21139960.556782485,23253956.61246073 - 09/26 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8015487767696,1271.5781545453286,1273.2167127847443,1532.6732265270069,19329370.71348186,0.0,14093307.03785499,0.0 - 09/26 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.8015487767696,1271.5781545453286,1273.2167127847443,1532.6732265270069,19329370.71348186,0.0,14093307.03785499,0.0 - 09/26 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 09/26 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 09/26 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.254876902893,1273.0087305485197,1274.6491322311313,1534.3975448717072,19351117.024395307,0.0,14093307.03785499,0.0 - 09/26 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5171.9735927020869,5091.005381277615,5097.565661339508,6136.34924137175,77388817.95608746,0.0,14093307.03785499,15502637.741640486 - 09/26 08:00:00,0.0,20455792.959888814,0.0,0.0,0.0,17556286.82956696,0.0,7265224.156421071,20672.83267507791,20349.195623036438,20375.417638595936,24527.526838443104,309329901.9905522,45277303.94587684,56373228.15141996,38756594.35410121 - 09/26 09:00:00,0.0,58570098.36310265,0.0,18409283.485643094,0.0,26750629.958983825,0.0,26638248.099541874,18077.3390285187,17794.334913702973,17817.26473046929,21448.07270288403,270493240.95207,130368259.90727145,56373228.15141996,38756594.35410121 - 09/26 10:00:00,0.0,48909228.366669047,0.0,2259981.989548902,0.0,6601722.582834213,0.0,4069990.9598299337,12896.03965596058,12694.149749392695,12710.507457009717,15300.658779699996,192964880.31142677,61840923.8988821,28186614.07570998,0.0 - 09/26 11:00:00,0.0,53387368.80025264,0.0,809607.2327124022,0.0,3068594.875451409,0.0,907119.2252199026,10314.67144713315,10153.193341428223,10166.276767363554,12237.963936808565,154339579.77384059,58172690.133636359,28186614.07570998,0.0 - 09/26 12:00:00,0.0,44161169.880936179,0.0,877755.1628187401,0.0,1945112.8257790693,0.0,541669.8814431498,5148.757729180154,5068.152966430033,5074.683798822897,6108.804505506969,77041436.39978419,47525707.750977139,28186614.07570998,0.0 - 09/26 13:00:00,0.0,38801658.6521158,0.0,5516269.496531213,0.0,4489288.969079126,0.0,5287511.495988129,5143.061159474649,5062.545577585963,5069.069184285966,6102.045743002821,76956197.99165784,54094728.61371427,28186614.07570998,0.0 - 09/26 14:00:00,0.0,44403910.05458729,0.0,10673736.819680827,0.0,8200605.620781255,0.0,9515613.702185013,5142.308668101298,5061.804866605439,5068.327518823741,6101.152940712703,76944938.37927546,72793866.19723438,28186614.07570998,0.0 - 09/26 15:00:00,0.0,48177101.9062028,0.0,15190445.546097717,0.0,13213057.855531112,0.0,14658065.079943248,7717.897214500606,7597.072093835295,7606.861696645232,9156.990434756448,115483757.1830553,91238670.38777489,28186614.07570998,0.0 - 09/26 16:00:00,0.0,42782294.14592072,0.0,17179551.574604356,0.0,17992260.525305917,0.0,18479899.45639598,12868.468942155107,12667.010660255159,12683.333396385799,15267.947180208648,192552336.64441697,96434005.70222697,28186614.07570998,0.0 - 09/26 17:00:00,0.0,27644446.36355305,0.0,13326905.915367013,0.0,18149460.138086387,0.0,16683041.735386445,12878.474340011817,12676.859421741916,12693.194849006974,15279.818202836119,192702048.52894859,75803854.1523929,35233267.594637479,0.0 - 09/26 18:00:00,0.0,2615770.693899733,0.0,0.0,0.0,2301918.657922541,0.0,966583.3416828418,18092.95326899104,17809.704710327886,17832.654332645918,21466.59840317226,270726878.5744936,5884272.693505116,14093307.03785499,0.0 - 09/26 19:00:00,0.0,0.0,0.0,0.0,0.0,615505.2448562727,0.0,0.0,18105.568276640504,17822.12222767927,17845.087851235836,21481.565628203898,270915638.34153428,615505.2448562727,63419881.67034747,0.0 - 09/26 20:00:00,0.0,5021730.145738022,0.0,0.0,0.0,12612150.694153315,0.0,6117392.02594007,10344.637331842623,10182.690104622441,10195.811540147819,12273.517315148212,154787962.65033997,23751272.865831406,63419881.67034747,69761869.8373822 - 09/26 21:00:00,0.0,2197380.393747709,0.0,0.0,0.0,8787672.82628822,0.0,4547596.7573372269,10347.395988142816,10185.405573643628,10198.530508328,12276.790355544006,154829240.73237045,15532649.977373155,49326574.63249246,69761869.8373822 - 09/26 22:00:00,0.0,0.0,1855985.0810880773,0.0,0.0,2409563.0880423469,0.0,0.0,5172.933309137918,5091.950073173609,5098.511570567432,6137.487908288236,79259163.38128998,2409563.0880423469,35233267.594637479,69761869.8373822 - 09/26 23:00:00,0.0,0.0,7317337.149373621,0.0,0.0,0.0,0.0,0.0,5173.435965403346,5092.44486026143,5099.0069952389189,6138.084290759597,84728036.75136148,0.0,35233267.594637479,62010550.96656194 - 09/26 24:00:00,1843699.9318443416,0.0,11114266.905164276,0.0,0.0,0.0,0.0,0.0,2586.717982701673,2546.222430130715,2549.5034976194594,3069.0421453797987,51663316.638002548,0.0,35233267.594637479,46507913.22492146 - 09/27 01:00:00,12005055.625792254,0.0,19809119.15541797,0.0,0.0,0.0,7767821.847733498,0.0,2586.581068365668,2546.087659214182,2549.3685530368445,3068.87970174647,78285297.76545112,0.0,21139960.556782485,23253956.61246073 - 09/27 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.0062020316255,1272.763948728752,1274.4040349850043,1534.1025016294516,19347396.0745494,0.0,14093307.03785499,0.0 - 09/27 03:00:00,1924405.6388383983,0.0,8180255.912311219,0.0,0.0,0.0,0.0,0.0,1291.3659258224962,1271.1493513496699,1272.787357032401,1532.156376520512,29427513.9897599,0.0,14093307.03785499,0.0 - 09/27 04:00:00,9600465.087238627,0.0,16635543.528004818,0.0,0.0,0.0,7343581.198575817,0.0,1291.4625609727519,1271.2444736586209,1272.8826019161559,1532.2710304374996,52903888.214965369,0.0,14093307.03785499,0.0 - 09/27 05:00:00,11959830.552471683,0.0,17889518.55931575,0.0,2304963.4386732738,0.0,9574299.181739083,0.0,1291.6489419344148,1271.4279367915597,1273.066301460067,1532.4921643339142,61055698.972471628,0.0,14093307.03785499,0.0 - 09/27 06:00:00,12547708.727593149,0.0,18032488.26808879,0.0,4034070.4619334049,0.0,9956249.554914576,0.0,1290.7379493515048,1270.5312059674805,1272.1684151067937,1531.411306409016,63883972.96913518,0.0,14093307.03785499,0.0 - 09/27 07:00:00,0.0,0.0,643085.7224696141,0.0,0.0,0.0,0.0,0.0,5170.544336471639,5089.598500320083,5096.156967472263,6134.653483412389,78010517.55810458,0.0,14093307.03785499,15502637.741640486 - 09/27 08:00:00,2143480.787000907,5024485.369482862,8157355.994361013,0.0,0.0,0.0,3755563.7103779816,0.0,20690.50701061487,20366.593263553423,20392.837697748466,24548.496762886843,323650765.53703287,5024485.369482862,56373228.15141996,38756594.35410121 - 09/27 09:00:00,0.0,47631967.61951321,0.0,2613488.7872064069,0.0,12234764.405735176,0.0,10217078.513999483,18091.945473474912,17808.71269203857,17831.66103603978,21465.402692262294,270711798.817736,72697299.32645428,56373228.15141996,38756594.35410121 - 09/27 10:00:00,0.0,54208934.71245198,0.0,1629075.6436850937,0.0,4901652.3618354969,0.0,2910868.788006808,12903.593506695755,12701.585343185441,12717.952632324,15309.621135249072,193077909.42283536,63650531.505979377,28186614.07570998,0.0 - 09/27 11:00:00,0.0,67002097.268985677,0.0,2693369.0819811418,0.0,4066442.360068267,0.0,2652608.14973879,10301.490574943315,10140.218818251411,10153.285525189345,12222.32533510015,154142352.9125432,76414516.86077386,28186614.07570998,0.0 - 09/27 12:00:00,0.0,73973823.51222314,0.0,3577393.4058141915,0.0,3443999.855690727,0.0,4239929.369811659,5145.26480966707,5064.714729223531,5071.241131096821,6104.66028983763,76989171.45537019,85235146.1435397,28186614.07570998,0.0 - 09/27 13:00:00,0.0,81198616.87006253,0.0,10666140.778389229,0.0,7158319.684127458,0.0,12000463.288119257,5140.776816583388,5060.296996508808,5066.817705682585,6099.335457361069,76922017.11408906,111023540.62069847,28186614.07570998,0.0 - 09/27 14:00:00,0.0,86491318.10237226,0.0,23576134.154191156,0.0,16920902.793827565,0.0,22679085.9332379,5129.055596170379,5048.7592739879569,5055.265115628636,6085.428676767524,76746631.18519619,149667440.98362888,28186614.07570998,0.0 - 09/27 15:00:00,0.0,82919006.21572532,0.0,33150096.79429821,0.0,26713202.935391088,0.0,32431727.533731596,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,175214033.4791462,28186614.07570998,0.0 - 09/27 16:00:00,0.0,72243808.07825026,0.0,37500759.47672087,0.0,34157328.401504609,0.0,38772005.301358278,12808.752515371725,12608.229105273158,12624.476095370494,15197.095919346315,191658793.0873021,182673901.257834,28186614.07570998,0.0 - 09/27 17:00:00,0.0,51038790.83300076,0.0,31596217.826418979,0.0,32901621.416705178,0.0,35049384.9290933,12827.091418827245,12626.280909773965,12642.551161463909,15218.85432825731,191933200.14596076,150586015.0052182,35233267.594637479,0.0 - 09/27 18:00:00,0.0,18985635.26770315,0.0,5934237.800688651,0.0,11729545.983192122,0.0,10279388.1937729,17995.415263124112,17713.6936801385,17736.519582444493,21350.873282465727,269267406.5094222,46928807.24535683,14093307.03785499,0.0 - 09/27 19:00:00,0.0,21017518.06154485,0.0,7152871.465485795,0.0,17692979.705481028,0.0,16588872.316087183,18052.581214598682,17769.96468797844,17792.863101221497,21418.698501731786,270122787.0199095,62452241.548598859,63419881.67034747,0.0 - 09/27 20:00:00,0.0,33324552.31949567,0.0,20014893.643616339,0.0,32661298.479002187,0.0,33990025.68356363,10314.67144713315,10153.193341428223,10166.276767363554,12237.963936808565,154339579.77384059,119990770.12567781,63419881.67034747,69761869.8373822 - 09/27 21:00:00,0.0,28165510.908666545,0.0,16637027.60432094,0.0,28883377.22577224,0.0,29610770.278819838,10307.754022666784,10146.384210532324,10159.4588622075,12229.756676733547,154236073.57970456,103296686.01757956,49326574.63249246,69761869.8373822 - 09/27 22:00:00,0.0,21583333.023274959,0.0,11482309.104307838,0.0,23921602.34262757,0.0,23550772.066921869,5156.219173316969,5075.4976002669559,5082.03789697017,6117.657224154467,77153082.82095082,80538016.53713224,35233267.594637479,69761869.8373822 - 09/27 23:00:00,0.0,14197863.04548694,0.0,4506121.817247922,0.0,18544646.250301485,0.0,16687747.413141752,5163.268983018589,5082.437043882556,5088.986282767163,6126.021554257659,77258569.91013348,53936378.5261781,35233267.594637479,62010550.96656194 - 09/27 24:00:00,0.0,2498721.062102884,0.0,0.0,0.0,8753586.015227605,0.0,4404799.002759995,2585.5862705993747,2545.108435192499,2548.388067185062,3067.699412170528,38688415.86653087,15657106.080090484,35233267.594637479,46507913.22492146 - 09/28 01:00:00,0.0,0.0,1640332.8533403667,0.0,0.0,0.0,0.0,0.0,2584.707609855863,2544.243530046842,2547.5220475208454,3066.6569147388947,40315601.22112517,0.0,21139960.556782485,23253956.61246073 - 09/28 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.3538049279317,1272.121765023421,1273.7610237604227,1533.3284573694473,19337634.183892404,0.0,14093307.03785499,0.0 - 09/28 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.5559302804978,1272.320726065886,1273.9602411844988,1533.568271384668,19340658.60809598,0.0,14093307.03785499,0.0 - 09/28 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.8978865600425,1272.6573289560827,1274.2972778218758,1533.9739894570742,19345775.33806227,0.0,14093307.03785499,0.0 - 09/28 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 09/28 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.1398584780343,19347867.2019642,0.0,14093307.03785499,0.0 - 09/28 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.61869296661,1272.382506190439,1274.0221009190478,1533.642736915941,19341597.733171338,0.0,14093307.03785499,15502637.741640486 - 09/28 08:00:00,0.0,0.0,4220078.815419733,0.0,0.0,0.0,0.0,0.0,5168.208168769476,5087.298905759109,5093.854409648984,6131.881709610776,81552554.31305778,0.0,56373228.15141996,38756594.35410121 - 09/28 09:00:00,0.0,22349199.625391749,0.0,1800481.751156513,0.0,9952210.509685155,0.0,3940535.86327386,12902.391601998252,12700.402254530192,12716.768019138264,15308.195121205004,193059925.18873818,38042427.74950728,56373228.15141996,38756594.35410121 - 09/28 10:00:00,0.0,22226968.94242602,0.0,3016095.1857789566,0.0,2625821.259645254,0.0,0.0,12883.17195585408,12681.483495531831,12697.824881387936,15285.391744713947,192772339.47895608,27868885.38785023,28186614.07570998,0.0 - 09/28 11:00:00,0.0,11530994.93200587,0.0,2491206.9031472785,0.0,2720973.4797883348,0.0,377711.4187948838,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,192653495.5994278,17120886.733736367,28186614.07570998,0.0 - 09/28 12:00:00,0.0,20510476.460884118,0.0,10910048.107709121,0.0,7186636.999841171,0.0,6642332.750995461,7717.897214500606,7597.072093835295,7606.861696645232,9156.990434756448,115483757.1830553,45249494.31942987,28186614.07570998,0.0 - 09/28 13:00:00,0.0,19182439.848731385,0.0,11514209.984138351,0.0,8646006.239681492,0.0,8391957.642992422,7711.165224875082,7590.445494763209,7600.226558523879,9149.003186041604,115383025.6711336,47734613.71554365,28186614.07570998,0.0 - 09/28 14:00:00,0.0,14058750.94011855,0.0,7960715.715005101,0.0,8024988.154958418,0.0,7088483.180164493,7709.996206705832,7589.29477779148,7599.07435873588,9147.616190607958,115365533.52182813,37132937.990246567,28186614.07570998,0.0 - 09/28 15:00:00,0.0,12457592.538568277,0.0,6601381.199765389,0.0,7497870.839547847,0.0,6335166.790391792,7712.320827053192,7591.583005773644,7601.365535333353,9150.374263913885,115400317.07546667,32892011.368273308,28186614.07570998,0.0 - 09/28 16:00:00,0.0,4214697.778895257,0.0,610588.0454968762,0.0,3568504.765198017,0.0,1393846.6795863978,18015.856519017147,17733.81492435722,17756.666754940117,21375.126052292104,269573271.30218377,9787637.269176547,28186614.07570998,0.0 - 09/28 17:00:00,0.0,179285.6467403638,0.0,0.0,0.0,1196755.59904951,0.0,0.0,23184.11312419863,22821.16150824727,22850.568904158175,27507.065229856795,346906471.5592592,1376041.2457898737,35233267.594637479,0.0 - 09/28 18:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,18046.76710660939,17764.24160093434,17787.132639395593,21411.800284540634,270035789.87332788,0.0,14093307.03785499,0.0 - 09/28 19:00:00,0.0,0.0,0.0,0.0,0.0,3823997.9056263866,0.0,0.0,18048.736990287958,17766.18064571644,17789.074182834807,21414.137476330172,270065265.46260979,3823997.9056263866,63419881.67034747,0.0 - 09/28 20:00:00,0.0,13465490.091679316,0.0,6428186.149850316,0.0,24092541.93099337,0.0,21776738.225310856,15481.400223891342,15239.036015333962,15258.673068655793,18368.09040426982,231649918.9637433,65762956.397833857,63419881.67034747,69761869.8373822 - 09/28 21:00:00,0.0,11185684.021766942,0.0,5255611.777316838,0.0,19801090.344787845,0.0,18143982.82490437,12903.593506695755,12701.585343185441,12717.952632324,15309.621135249072,193077909.42283536,54386368.968776,49326574.63249246,69761869.8373822 - 09/28 22:00:00,0.0,6074839.563566143,0.0,398848.2114492214,0.0,15333248.685767403,0.0,12937506.464447178,10324.742990404964,10163.107212811274,10176.203413781768,12249.913438446129,154490281.3995989,34744442.92522995,35233267.594637479,69761869.8373822 - 09/28 23:00:00,0.0,2890552.1593617845,0.0,0.0,0.0,12766036.263588708,0.0,9751633.3223945,7743.557242803722,7622.330409608453,7632.152560336326,9187.435078834598,115867711.04969916,25408221.74534499,35233267.594637479,62010550.96656194 - 09/28 24:00:00,0.0,0.0,0.0,0.0,0.0,8220223.663111364,0.0,4051685.9872119075,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,77251923.80271465,12271909.650323272,35233267.594637479,46507913.22492146 - 09/29 01:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,2581.412408442436,2540.999915626261,2544.2742533720149,3062.7472840474345,38625961.90135732,0.0,21139960.556782485,23253956.61246073 - 09/29 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710608,1531.8843216120268,19319421.40707041,0.0,14093307.03785499,0.0 - 09/29 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 09/29 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710608,1531.8843216120268,19319421.40707041,0.0,14093307.03785499,0.0 - 09/29 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.3380835922795,1271.121944994761,1272.7599153616064,1532.1233427771629,19322435.832212915,0.0,14093307.03785499,0.0 - 09/29 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.136626487158,1270.923641738202,1272.5613565710608,1531.8843216120268,19319421.40707041,0.0,14093307.03785499,0.0 - 09/29 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.4772555802802,1270.2745934058769,1271.9114718737126,1531.1020032007512,19309555.166618237,0.0,14093307.03785499,15502637.741640486 - 09/29 08:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.8648870783805,1269.6718116471116,1271.3079133691263,1530.3754513487898,19300392.228396268,0.0,56373228.15141996,38756594.35410121 - 09/29 09:00:00,0.0,0.0,0.0,0.0,0.0,4733927.84996821,0.0,0.0,5158.942264496314,5078.1780609458969,5084.721811696284,6120.88806789198,77193828.73810971,4733927.84996821,56373228.15141996,38756594.35410121 - 09/29 10:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7735.172995837697,7614.07741959276,7623.888935500633,9177.48748985579,115742256.62683277,0.0,28186614.07570998,0.0 - 09/29 11:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,7731.714255948455,7610.672826921711,7620.4799556644279,9173.383827005422,115690503.11594406,0.0,28186614.07570998,0.0 - 09/29 12:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5150.091799295202,5069.46615142856,5075.998675994329,6110.387328773886,77061398.23977113,0.0,28186614.07570998,0.0 - 09/29 13:00:00,0.0,3148784.425197944,0.0,0.0,0.0,0.0,0.0,0.0,5146.688986256335,5066.116610062611,5072.644818402448,6106.35002099663,77010481.56858488,3148784.425197944,28186614.07570998,0.0 - 09/29 14:00:00,0.0,5097792.542726587,0.0,0.0,0.0,379593.0084309454,0.0,0.0,7720.033479384502,7599.174915093914,7608.967227603673,9159.525031494948,115515722.35287734,5477385.551157532,28186614.07570998,0.0 - 09/29 15:00:00,0.0,5582186.615762241,0.0,0.0,0.0,1965056.7563140346,0.0,0.0,10293.37797251267,10132.233220125221,10145.289636804897,12212.70004199326,154020963.13716976,7547243.372076276,28186614.07570998,0.0 - 09/29 16:00:00,0.0,6554661.186851848,0.0,0.0,0.0,2702969.1861166779,0.0,0.0,12889.118143106216,12687.336594113272,12703.685522284311,15292.446668908682,192861312.94228495,9257630.372968527,28186614.07570998,0.0 - 09/29 17:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,15496.057003107353,15253.463339937127,15273.118984339277,18385.480113325957,231869229.98655496,0.0,35233267.594637479,0.0 - 09/29 18:00:00,4235881.575328771,0.0,8674096.184102973,0.0,0.0,0.0,3087957.0748834956,0.0,18091.945473474912,17808.71269203857,17831.66103603978,21465.402692262294,286709733.65205129,0.0,14093307.03785499,0.0 - 09/29 19:00:00,0.0,0.0,3510686.8599947679,0.0,0.0,0.0,0.0,0.0,10342.345082397498,10180.433740769997,10193.552268740248,12270.797648682112,158264350.32611824,0.0,63419881.67034747,0.0 - 09/29 20:00:00,0.0,0.0,0.0,0.0,0.0,7325724.494617618,0.0,2022267.623881452,7758.477998881968,7637.017578466828,7646.858655110864,9205.13798636116,116090971.98775496,9347992.11849907,63419881.67034747,69761869.8373822 - 09/29 21:00:00,0.0,0.0,0.0,0.0,0.0,8052446.098264031,0.0,2178581.388465902,5172.626752653717,5091.648315888356,5098.2094244371169,6137.124190721711,77398591.26132325,10231027.486729935,49326574.63249246,69761869.8373822 - 09/29 22:00:00,0.0,0.0,1110367.3949837392,0.0,0.0,3834764.4603805968,0.0,0.0,5172.626752653717,5091.648315888356,5098.2094244371169,6137.124190721711,78508958.65630698,3834764.4603805968,35233267.594637479,69761869.8373822 - 09/29 23:00:00,0.0,0.0,6183940.082871876,0.0,0.0,375684.6312708721,0.0,0.0,5173.413629730778,5092.4228742579839,5098.984980904262,6138.057790336699,83594305.47369887,375684.6312708721,35233267.594637479,62010550.96656194 - 09/29 24:00:00,5262304.967455575,0.0,11282589.28153531,0.0,0.0,0.0,0.0,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,93956387.70574245,0.0,35233267.594637479,46507913.22492146 - 09/30 01:00:00,14665788.746188585,0.0,19963461.72174599,0.0,0.0,0.0,8089982.82056055,0.0,2586.8060124311539,2546.3090817383597,2549.590260886544,3069.1465892935259,81425900.28815364,0.0,21139960.556782485,23253956.61246073 - 09/30 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4393745795815,1273.1903398796613,1274.8309755844326,1534.6164443223884,19353877.68371783,0.0,14093307.03785499,0.0 - 09/30 03:00:00,0.0,0.0,1793435.4708142779,0.0,0.0,0.0,0.0,0.0,1293.4367309635489,1273.1877376499309,1274.8283700014634,1534.613307772879,21147273.597810437,0.0,14093307.03785499,0.0 - 09/30 04:00:00,3772334.978323825,0.0,9531355.65319386,0.0,0.0,0.0,0.0,0.0,1293.437716471186,1273.188707729262,1274.8293413308409,1534.6144770400713,32657543.504774579,0.0,14093307.03785499,0.0 - 09/30 05:00:00,7285645.07411224,0.0,11109291.227224945,0.0,0.0,0.0,2226186.7337845789,0.0,1293.4267979988984,1273.177960187695,1274.8185799399697,1534.6015226894859,39974812.53405954,0.0,14093307.03785499,0.0 - 09/30 06:00:00,8373061.501731131,0.0,12076149.983721763,0.0,0.0,0.0,4755668.082038554,0.0,1293.4178662433677,1273.1691682604633,1274.8097766834422,1534.5909255024945,44558435.4195746,0.0,14093307.03785499,0.0 - 09/30 07:00:00,3557297.666920963,0.0,7032935.038330619,0.0,0.0,0.0,571344.3298712868,0.0,5173.758812332711,5092.762652961891,5099.325197447709,6138.467336317464,88577107.43173808,0.0,14093307.03785499,15502637.741640486 - 09/30 08:00:00,13804869.962097628,0.0,14711823.82688291,0.0,8901719.154797154,0.0,16094984.177458737,0.0,20694.638556888967,20370.660129699867,20396.90980446704,24553.398684830252,363169582.9544265,0.0,56373228.15141996,38756594.35410121 - 09/30 09:00:00,16503063.830887841,0.0,23153125.242555638,0.0,10214293.874851563,0.0,18028604.23625969,0.0,18104.68422817852,17821.252019160875,17844.216521364942,21480.51673844996,338801497.41031017,0.0,56373228.15141996,38756594.35410121 - 09/30 10:00:00,10302021.311011147,0.0,14725794.857092675,0.0,9655906.756825,0.0,15011283.171856653,0.0,12926.791484148758,12724.42015197384,12740.816866094225,15337.144649975822,243120029.44467897,0.0,28186614.07570998,0.0 - 09/30 11:00:00,10557040.74490492,0.0,14204195.446561506,0.0,8381491.3569867969,0.0,13390088.369950369,0.0,10334.412390214156,10172.625236362628,10185.733702277954,12261.385812216055,201167781.62625844,0.0,28186614.07570998,0.0 - 09/30 12:00:00,4917327.878186052,0.0,11255122.510320312,0.0,6078268.555693544,0.0,9993588.850665182,0.0,5163.268983018589,5082.437043882556,5088.986282767163,6126.021554257659,109502877.70499857,0.0,28186614.07570998,0.0 - 09/30 13:00:00,0.0,4923135.991521965,4955216.9068637699,0.0,2506256.336193324,0.0,3411466.333519283,0.0,5153.268782341633,5072.5933982127339,5079.129952555175,6114.156697885577,87981875.36815879,4923135.991521965,28186614.07570998,0.0 - 09/30 14:00:00,0.0,57911381.217496957,0.0,0.0,0.0,0.0,0.0,0.0,5141.547218035461,5061.05533718243,5067.577023555569,6100.249509275923,76933544.71697779,57911381.217496957,28186614.07570998,0.0 - 09/30 15:00:00,0.0,59459304.182425979,0.0,17801812.87069696,0.0,10632467.332460676,0.0,14514913.46411334,7688.081617638067,7567.723265703733,7577.47504955305,9121.615367210346,115037623.08037871,102408497.84969694,28186614.07570998,0.0 - 09/30 16:00:00,0.0,47684186.06811565,0.0,24740602.45308519,0.0,23405150.160192074,0.0,25771475.38020208,12813.469362730111,12612.872109506223,12629.125082588416,15202.692278683908,191729371.80063118,121601414.061595,28186614.07570998,0.0 - 09/30 17:00:00,0.0,32276710.543850345,0.0,19890584.912268334,0.0,23786730.85717094,0.0,23538967.730513503,12848.022972937308,12646.884776499655,12663.18157837487,15243.688818202356,192246401.32565109,99492994.04380311,35233267.594637479,0.0 - 09/30 18:00:00,0.0,3781906.26759124,0.0,391743.3849541331,0.0,2748299.858723578,0.0,1429308.3851562928,18005.887330720616,17724.00180556322,17746.840990940946,21363.297990925585,269424101.2253413,8351257.8964252439,14093307.03785499,0.0 - 09/30 19:00:00,0.0,11197962.418484349,0.0,0.0,0.0,12669752.991465472,0.0,8708578.800207489,18050.675032483014,17768.08834749939,17790.984342886222,21416.43688941499,270094264.604221,32576294.210157314,63419881.67034747,0.0 - 09/30 20:00:00,0.0,25320225.001861007,0.0,14198977.650953778,0.0,29405156.17718485,0.0,28996043.391713159,10316.831724768464,10155.319799514158,10168.405965607773,12240.527023759996,154371904.24914143,97920402.22171279,63419881.67034747,69761869.8373822 - 09/30 21:00:00,0.0,19045602.39712325,0.0,10049256.693600228,0.0,24551548.73849853,0.0,23208715.731819266,10318.919096627043,10157.374493176892,10170.46330695301,12243.003610790318,154403137.82717014,76855123.56104127,49326574.63249246,69761869.8373822 - 09/30 22:00:00,0.0,12880004.718258467,0.0,4300905.337310955,0.0,19429489.1193901,0.0,17191889.24202659,5159.967708872419,5079.187451798996,5085.732503252525,6122.10471850061,77209172.57672838,53802288.416986118,35233267.594637479,69761869.8373822 - 09/30 23:00:00,0.0,9421718.859351017,0.0,1000329.0841386002,0.0,16448135.304059446,0.0,13799420.0004808,5159.967708872419,5079.187451798996,5085.732503252525,6122.10471850061,77209172.57672838,40669603.24802986,35233267.594637479,62010550.96656194 - 09/30 24:00:00,0.0,3974826.499883662,0.0,0.0,0.0,11464082.380937543,0.0,8091728.537802912,2579.9838544362098,2539.593725899498,2542.8662516262627,3061.052359250305,38604586.28836419,23530637.418624116,35233267.594637479,46507913.22492146 - 10/01 01:00:00,0.0,0.0,0.0,0.0,0.0,1365693.207162154,0.0,0.0,2579.729774156761,2539.343623294223,2542.6158267382527,3060.7509026975797,38600784.45679253,1365693.207162154,21139960.556782485,23253956.61246073 - 10/01 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.7355661240786,1269.5445152364742,1271.180452924071,1530.222016972995,19298457.184527428,0.0,14093307.03785499,0.0 - 10/01 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1289.9919272181049,1269.796862949749,1271.4331258131313,1530.5261796251526,19302293.144182095,0.0,14093307.03785499,0.0 - 10/01 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 10/01 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.706204221218,1270.4999578131306,1272.1371266860074,1531.3736420237172,19312980.95067866,0.0,14093307.03785499,0.0 - 10/01 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.925997335444,1270.716310025151,1272.3537576899356,1531.634418163727,19316269.739571327,0.0,14093307.03785499,0.0 - 10/01 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5161.437402678302,5080.634137274177,5087.1810529296,6123.848454099629,77231163.76913414,0.0,14093307.03785499,15502637.741640486 - 10/01 08:00:00,0.0,989163.5070136078,0.0,0.0,0.0,4384172.754693158,0.0,0.0,20635.769057985257,20312.712243783586,20338.887246785136,24483.552271567918,308775314.95243886,5373336.261706766,56373228.15141996,38756594.35410121 - 10/01 09:00:00,0.0,17291148.886035108,0.0,0.0,0.0,13003507.679791268,0.0,6969325.090078632,18038.56953966687,17756.172368431562,17779.053008863124,21402.0741842837,269913128.7644829,37263981.65590501,56373228.15141996,38756594.35410121 - 10/01 10:00:00,0.0,51271722.2385503,0.0,943076.6313347269,0.0,5927828.696551778,0.0,3309113.0308511659,12875.229498238004,12673.665378571399,12689.996689985821,15275.968321934717,192653495.5994278,61451740.59728797,28186614.07570998,0.0 - 10/01 11:00:00,0.0,43155526.0752103,0.0,1202004.3173825127,0.0,2915070.822287684,0.0,692246.679866287,10290.52961933414,10129.429458447063,10142.482262193642,12209.32057967526,153978342.91074039,47964847.89474679,28186614.07570998,0.0 - 10/01 12:00:00,0.0,39501301.69447874,0.0,3911714.7671081556,0.0,4037980.8866268929,0.0,3464000.212068919,5135.133999348351,5054.742518630252,5061.256070292349,6092.640470111273,76837583.010176,50914997.56028271,28186614.07570998,0.0 - 10/01 13:00:00,0.0,52777927.744148578,0.0,14732341.085982724,0.0,8878800.992031288,0.0,12558847.655048736,5136.79080025663,5056.373382011236,5062.8890352072589,6094.606201144968,76862373.90703234,88947917.47721133,28186614.07570998,0.0 - 10/01 14:00:00,0.0,55576424.50520972,0.0,20904532.4077677,0.0,14359393.10649385,0.0,18517686.01230569,5135.966848723278,5055.562329592846,5062.076937665046,6093.6286141028099,76850045.02830233,109358036.03177695,28186614.07570998,0.0 - 10/01 15:00:00,0.0,56212474.35195105,0.0,26666778.37331978,0.0,21235321.67060877,0.0,25263964.62531982,7696.254851296348,7575.768545864377,7585.530696878346,9131.312596954387,115159920.08757645,129378539.0211994,28186614.07570998,0.0 - 10/01 16:00:00,0.0,46305474.03083414,0.0,25743943.61492407,0.0,23326795.7864549,0.0,25838636.350402349,12841.977000641575,12640.933455028086,12657.222588018147,15236.515502862421,192155934.7675808,121214849.78261546,28186614.07570998,0.0 - 10/01 17:00:00,0.0,27616106.4926043,0.0,15767362.184650487,0.0,18354595.099228279,0.0,18136382.129685895,12866.722465640838,12665.291525156525,12681.612046006121,15265.875052491576,192526203.9214622,79874445.90616896,35233267.594637479,0.0 - 10/01 18:00:00,0.0,2793690.0661439688,0.0,0.0,0.0,1610423.9363821126,0.0,797127.9428036851,18068.300233208687,17785.437622419722,17808.355974118094,21437.348517280723,270357992.449298,5201241.945329766,14093307.03785499,0.0 - 10/01 19:00:00,0.0,5919000.340879663,0.0,0.0,0.0,7350167.038665805,0.0,3526499.4924421708,18072.963962696216,17790.028340352106,17812.9526076591,21442.881854292176,270427776.35399857,16795666.871987638,63419881.67034747,0.0 - 10/01 20:00:00,0.0,19217737.377338977,0.0,6817622.8861682829,0.0,23484744.694999849,0.0,22353381.179599897,10339.926887670064,10178.053403332136,10191.168863994642,12267.92855294618,154717479.74859489,71873486.138107,63419881.67034747,69761869.8373822 - 10/01 21:00:00,0.0,13105200.488998175,0.0,4527854.428508488,0.0,18420243.07339415,0.0,16420233.910898982,10336.416337538953,10174.597811518219,10187.708819297968,12263.763419221552,154664950.9952761,52473531.9017998,49326574.63249246,69761869.8373822 - 10/01 22:00:00,0.0,5644587.615329395,0.0,0.0,0.0,12238913.23607879,0.0,8781779.791911973,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,77391468.8078568,26665280.643320159,35233267.594637479,69761869.8373822 - 10/01 23:00:00,0.0,174703.9358116921,0.0,0.0,0.0,7175063.312763466,0.0,2509823.4641921625,5173.328982784847,5092.339552475782,5098.901551753439,6137.957359966525,77409098.80913013,9859590.712767322,35233267.594637479,62010550.96656194 - 10/01 24:00:00,0.0,0.0,0.0,0.0,0.0,5070626.234824874,0.0,467035.2919066814,2584.707609855863,2544.243530046842,2547.5220475208454,3066.6569147388947,38675268.367784809,5537661.526731556,35233267.594637479,46507913.22492146 - 10/02 01:00:00,0.0,0.0,4852725.3855577199,0.0,0.0,0.0,0.0,0.0,2586.744509763223,2546.2485419061688,2549.5296430426,3069.073618725727,43558472.1139335,0.0,21139960.556782485,23253956.61246073 - 10/02 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4317722604456,1273.1828565762499,1274.8234826380208,1534.6074244609325,19353763.92936834,0.0,14093307.03785499,0.0 - 10/02 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.079666480328,1272.8362630778052,1274.4764425184774,1534.1896643935266,19348495.331292496,0.0,14093307.03785499,0.0 - 10/02 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,19350661.896903747,0.0,14093307.03785499,0.0 - 10/02 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.8466656425079,1272.6069099115674,1274.2467938072753,1533.9132177936418,19345008.913757974,0.0,14093307.03785499,0.0 - 10/02 06:00:00,0.0,0.0,285340.3213506943,0.0,0.0,0.0,0.0,0.0,1293.254876902893,1273.0087305485197,1274.6491322311313,1534.3975448717072,19636457.345746,0.0,14093307.03785499,0.0 - 10/02 07:00:00,0.0,0.0,786685.2888294496,0.0,0.0,0.0,0.0,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,78178154.09668625,0.0,14093307.03785499,15502637.741640486 - 10/02 08:00:00,6787571.30181334,0.0,12194415.25742221,0.0,0.0,0.0,4186024.402107031,0.0,20687.894370808346,20364.021525110464,20390.26264535803,24545.396965487,332723282.7856924,0.0,56373228.15141996,38756594.35410121 - 10/02 09:00:00,9463524.672757082,0.0,17145289.35968236,0.0,2090776.4909460024,0.0,10482041.50895554,0.0,18101.25516585144,17817.876639444217,17840.836792127004,21476.448286894236,310032732.8158818,0.0,56373228.15141996,38756594.35410121 - 10/02 10:00:00,9664922.744573115,0.0,16129004.542941925,0.0,7535130.402362,0.0,14376378.967818223,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,241092204.89718247,0.0,28186614.07570998,0.0 - 10/02 11:00:00,6369642.088900723,0.0,12158782.25085023,0.0,7141984.659315303,0.0,12272109.644325093,0.0,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,192651933.23498113,0.0,28186614.07570998,0.0 - 10/02 12:00:00,4238077.408474285,0.0,9045349.208629517,0.0,6234733.486447503,0.0,10230476.686183028,0.0,5169.415219711726,5088.487060093684,5095.0440950416909,6133.313829477789,107099173.52530395,0.0,28186614.07570998,0.0 - 10/02 13:00:00,8676396.682341272,0.0,13818628.738506198,0.0,7353367.700931264,0.0,12660389.754985685,0.0,5168.830120537715,5087.911120756391,5094.467413547777,6132.619631642432,119850564.70810797,0.0,28186614.07570998,0.0 - 10/02 14:00:00,14965210.971266969,0.0,20136043.1552664,0.0,9487392.523318803,0.0,16355167.282933612,0.0,5168.523749769082,5087.6095462792959,5094.165450461186,6132.256134420341,138281011.50413347,0.0,28186614.07570998,0.0 - 10/02 15:00:00,19132414.13204512,0.0,24182478.456887388,0.0,11810352.405693213,0.0,19504955.4398009,0.0,7756.758811798124,7635.325305577496,7645.164201555187,9203.098236511585,190695448.03401924,0.0,28186614.07570998,0.0 - 10/02 16:00:00,17948085.480199923,0.0,22744809.03925173,0.0,11520876.87662283,0.0,18653449.961545513,0.0,12926.1869296661,12723.825061904388,12740.221009190478,15336.427369159412,264283198.68933339,0.0,28186614.07570998,0.0 - 10/02 17:00:00,13840186.020063082,0.0,18279596.90224026,0.0,8019441.6891604899,0.0,14064447.405007819,0.0,12924.234856257432,12721.903548569091,12738.297019789123,15334.111308575248,247590440.25595889,0.0,35233267.594637479,0.0 - 10/02 18:00:00,24834860.81258848,0.0,29199600.441404858,0.0,14948558.49280272,0.0,23144141.05552777,0.0,18106.651439746962,17823.188433665233,17846.155431137035,21482.850759882833,363059006.63427928,0.0,14093307.03785499,0.0 - 10/02 19:00:00,14205456.969581623,0.0,19080025.20761786,0.0,3414395.6565621106,0.0,9490347.085073818,0.0,18107.211568342558,17823.73979334317,17846.7075012982,21483.51533108009,317130452.01746585,0.0,63419881.67034747,0.0 - 10/02 20:00:00,1842540.224419456,0.0,7025764.268056785,0.0,0.0,0.0,0.0,0.0,10347.501731769487,10185.509661834096,10198.634730646727,12276.91581632057,163699127.47853143,0.0,63419881.67034747,69761869.8373822 - 10/02 21:00:00,3946444.3986602688,0.0,9087767.920941459,0.0,0.0,0.0,0.0,0.0,10347.224049724615,10185.236326953438,10198.361043546176,12276.586357174103,167860880.31823574,0.0,49326574.63249246,69761869.8373822 - 10/02 22:00:00,6270155.843228232,0.0,11321233.425269138,0.0,0.0,0.0,0.0,0.0,5173.328982784847,5092.339552475782,5098.901551753439,6137.957359966525,95000488.07762751,0.0,35233267.594637479,69761869.8373822 - 10/02 23:00:00,7449061.333680948,0.0,12428518.584524813,0.0,0.0,0.0,0.0,0.0,5172.76692233672,5091.786291188823,5098.3475775328429,6137.290496699989,97278268.5541359,0.0,35233267.594637479,62010550.96656194 - 10/02 24:00:00,14816871.242923508,0.0,20024942.415061717,0.0,0.0,0.0,8441623.59105277,0.0,2585.824003561095,2545.342446400355,2548.6223799402448,3067.9814732547849,81975410.34040132,0.0,35233267.594637479,46507913.22492146 - 10/03 01:00:00,23037980.365168133,0.0,28195920.703949989,0.0,8860132.174784624,0.0,18646644.00399965,0.0,2586.717982701673,2546.222430130715,2549.5034976194594,3069.0421453797987,117446027.04889632,0.0,21139960.556782485,23253956.61246073 - 10/03 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.426797998898,1273.1779601876947,1274.8185799399697,1534.6015226894857,19353689.498937776,0.0,14093307.03785499,0.0 - 10/03 03:00:00,0.0,0.0,3958996.414376702,0.0,0.0,0.0,0.0,0.0,1293.1917305841799,1272.9465727972057,1274.5868943832107,1534.3226241749972,23309168.57335924,0.0,14093307.03785499,0.0 - 10/03 04:00:00,5467781.259829877,0.0,9062915.156973754,0.0,0.0,0.0,0.0,0.0,1293.424498517852,1273.1756967054535,1274.816313541,1534.5987944430008,33884351.50834993,0.0,14093307.03785499,0.0 - 10/03 05:00:00,5888341.295088124,0.0,9103104.548812785,0.0,0.0,0.0,928696.6248598502,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,35270804.365664508,0.0,14093307.03785499,0.0 - 10/03 06:00:00,5076668.071136439,0.0,7995036.347392052,0.0,0.0,0.0,1179207.286113419,0.0,1293.19173058418,1272.9465727972059,1274.5868943832107,1534.3226241749972,33601083.863624449,0.0,14093307.03785499,0.0 - 10/03 07:00:00,1344820.9672902595,0.0,4129192.65441611,0.0,0.0,0.0,0.0,0.0,5172.897841074735,5091.915160369572,5098.476612774683,6137.445826785169,82876661.20932135,0.0,14093307.03785499,15502637.741640486 - 10/03 08:00:00,13838620.604191438,0.0,14682999.49956035,0.0,6009857.5839659529,0.0,14048718.123348324,0.0,20693.315931139383,20369.358209903126,20395.606207013756,24551.829439866095,358216591.0475866,0.0,56373228.15141996,38756594.35410121 - 10/03 09:00:00,9489546.291935755,0.0,15144241.740407998,0.0,6271290.948888048,0.0,10606876.293499208,0.0,18099.10389419562,17815.75904634749,17838.716470295436,21473.895885193695,312330866.34044709,0.0,56373228.15141996,38756594.35410121 - 10/03 10:00:00,0.0,0.0,4751305.100602575,0.0,1294412.664972525,0.0,4669305.251324978,0.0,12921.309374422706,12719.023865698236,12735.413626152967,15330.640336050854,204058016.94526924,0.0,28186614.07570998,0.0 - 10/03 11:00:00,0.0,6917779.712187229,1978736.6592144853,0.0,1343658.315245897,0.0,3801737.7424449536,0.0,10328.259663360937,10166.568831596087,10179.669493215706,12254.085836668732,161667034.48633457,6917779.712187229,28186614.07570998,0.0 - 10/03 12:00:00,0.0,20863929.716188957,4289480.856553206,0.0,2102990.395357175,0.0,4060207.6044533459,0.0,5162.371495202482,5081.553606405637,5088.101706890884,6124.956719223064,87697819.55616316,20863929.716188957,28186614.07570998,0.0 - 10/03 13:00:00,0.0,10617431.89558401,0.0,0.0,0.0,0.0,76853.58280148939,0.0,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,77328777.38551614,10617431.89558401,28186614.07570998,0.0 - 10/03 14:00:00,0.0,7541615.183764977,0.0,0.0,0.0,0.0,0.0,0.0,5163.268983018589,5082.437043882556,5088.986282767163,6126.021554257659,77258569.91013348,7541615.183764977,28186614.07570998,0.0 - 10/03 15:00:00,0.0,2621852.689622031,0.0,0.0,0.0,0.0,0.0,0.0,7745.555984012664,7624.297860150903,7634.122546139615,9189.806508982365,115897618.43742797,2621852.689622031,28186614.07570998,0.0 - 10/03 16:00:00,0.0,0.0,4003447.9395519199,0.0,0.0,0.0,3974613.136064435,0.0,12918.015487767696,12715.781545453281,12732.167127847442,15326.732265270068,201271768.2104349,0.0,28186614.07570998,0.0 - 10/03 17:00:00,5616078.288345984,0.0,14937077.065600444,0.0,4466966.77076227,0.0,9948465.789599136,0.0,12918.873470694787,12716.626096497594,12733.012767181974,15327.75022926184,228275133.14339815,0.0,35233267.594637479,0.0 - 10/03 18:00:00,16838666.31324412,0.0,23431329.91254678,0.0,10000358.746852652,0.0,17417005.866500919,0.0,18096.66170153254,17813.355086666143,17836.309412866667,21470.998316823174,338469729.10354319,0.0,14093307.03785499,0.0 - 10/03 19:00:00,7484664.191173794,0.0,13691081.541918533,0.0,0.0,0.0,4253505.017548302,0.0,18097.50807780826,17814.188212763376,17837.143612531912,21472.002509966147,296224283.43769159,0.0,63419881.67034747,0.0 - 10/03 20:00:00,0.0,0.0,3822317.241246605,0.0,0.0,0.0,0.0,0.0,10344.954666741358,10183.002471584135,10196.124309626226,12273.893820892143,158615028.2090845,0.0,63419881.67034747,69761869.8373822 - 10/03 21:00:00,764268.8143932113,0.0,7588718.109033765,0.0,0.0,0.0,0.0,0.0,10343.947185404173,10182.010762555232,10195.131322679015,12272.6984827435,163130622.83560188,0.0,49326574.63249246,69761869.8373822 - 10/03 22:00:00,4593543.312598031,0.0,10415659.886454966,0.0,0.0,0.0,0.0,0.0,5171.787190243269,5090.821896984065,5097.3819406077159,6136.128081969782,92395231.99435038,0.0,35233267.594637479,69761869.8373822 - 10/03 23:00:00,7035207.408451373,0.0,12593374.602054887,0.0,0.0,0.0,0.0,0.0,5172.318665921312,5091.345052311221,5097.9057700739099,6136.758657574106,97022563.33567624,0.0,35233267.594637479,62010550.96656194 - 10/03 24:00:00,9077251.193182156,0.0,14317816.458467432,0.0,0.0,0.0,2128384.8156553816,0.0,2584.981721917516,2544.513350833034,2547.7922159986608,3066.982138236545,64202822.40445368,0.0,35233267.594637479,46507913.22492146 - 10/04 01:00:00,15495545.260974629,0.0,20322319.876456348,0.0,0.0,0.0,10760508.735917893,0.0,2585.1118605609956,2544.641452131772,2547.9204823689976,3067.136542769336,85259691.08954084,0.0,21139960.556782485,23253956.61246073 - 10/04 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.037687957015,1272.7949417361056,1274.4350679300115,1534.139858478034,19347867.2019642,0.0,14093307.03785499,0.0 - 10/04 03:00:00,0.0,0.0,1015592.6238265587,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,20364681.494806298,0.0,14093307.03785499,0.0 - 10/04 04:00:00,2624975.3207171687,0.0,7542908.432106555,0.0,0.0,0.0,0.0,0.0,1293.2244602686838,1272.978790092393,1274.6191531936709,1534.3614566962922,29518545.649727469,0.0,14093307.03785499,0.0 - 10/04 05:00:00,4417419.651948343,0.0,7476081.842282508,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,31242590.365210587,0.0,14093307.03785499,0.0 - 10/04 06:00:00,4585413.116780801,0.0,7440900.061431248,0.0,0.0,0.0,0.0,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,31375402.049191789,0.0,14093307.03785499,0.0 - 10/04 07:00:00,229100.9514403646,0.0,1939116.595516042,0.0,0.0,0.0,0.0,0.0,5171.172541198749,5090.216870384998,5096.776134370124,6135.398824341056,79545049.28001815,0.0,14093307.03785499,15502637.741640486 - 10/04 08:00:00,12752440.274554342,0.0,13414106.965806922,0.0,3564715.7612760679,0.0,11827207.77349311,0.0,20679.85377534013,20356.106806664277,20382.337727989285,24535.857105892355,350993430.2723202,0.0,56373228.15141996,38756594.35410121 - 10/04 09:00:00,10651624.153252848,0.0,16312363.832228188,0.0,4947006.318309554,0.0,10344012.087113459,0.0,18092.95326899104,17809.704710327886,17832.654332645918,21466.59840317226,312981884.96539768,0.0,56373228.15141996,38756594.35410121 - 10/04 10:00:00,1210749.08318175,0.0,9838713.774086453,0.0,5102908.879863331,0.0,9734018.133024469,0.0,12918.015487767696,12715.781545453281,12732.167127847442,15326.732265270068,219180097.00497455,0.0,28186614.07570998,0.0 - 10/04 11:00:00,0.0,0.0,8158989.224021372,0.0,4834974.647050677,0.0,8425792.316472758,0.0,10330.704668738235,10168.975559958088,10182.07932289285,12256.986742217303,175999242.8452481,0.0,28186614.07570998,0.0 - 10/04 12:00:00,0.0,0.0,5951674.506816804,0.0,3488996.835179353,0.0,6197449.9072471749,0.0,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,92890045.051958,0.0,28186614.07570998,0.0 - 10/04 13:00:00,0.0,0.0,3954282.518546021,0.0,2180121.460046695,0.0,4107568.6674828117,0.0,5162.371495202482,5081.553606405637,5088.101706890884,6124.956719223064,87487113.34587497,0.0,28186614.07570998,0.0 - 10/04 14:00:00,0.0,0.0,4237707.36578994,0.0,1946295.1054837008,0.0,4245545.948659334,0.0,5165.352334369118,5084.487779979044,5091.039661446425,6128.493371108651,87719291.74878463,0.0,28186614.07570998,0.0 - 10/04 15:00:00,0.0,0.0,6658967.576224517,0.0,3604676.590984594,0.0,6647896.380794774,0.0,7755.71215779966,7634.2950371426309,7644.132605514287,9201.856421495648,132961126.94703189,0.0,28186614.07570998,0.0 - 10/04 16:00:00,10230647.203474049,0.0,19174081.71484746,0.0,9066535.80513526,0.0,15426515.10760648,0.0,12932.548769028932,12730.087305485195,12746.491322311313,15343.975448717072,247408950.07501627,0.0,28186614.07570998,0.0 - 10/04 17:00:00,21115517.07123862,0.0,28248834.484909957,0.0,12719491.97225262,0.0,21369822.354747375,0.0,12933.887878621179,12731.405451066965,12747.811166458205,15345.564251131318,276984873.3733482,0.0,35233267.594637479,0.0 - 10/04 18:00:00,30526216.912178764,0.0,37597027.1129189,0.0,18766206.56360475,0.0,29571916.679317539,0.0,18108.128030596603,17824.64190820966,17847.61077863177,21484.602678560994,387415307.49361649,0.0,14093307.03785499,0.0 - 10/04 19:00:00,20741671.31883535,0.0,27937180.061618225,0.0,7383128.774033806,0.0,16306326.344957818,0.0,18108.067806677343,17824.5826271071,17847.551421139455,21484.531225179686,343321345.5878181,0.0,63419881.67034747,0.0 - 10/04 20:00:00,10622607.637605299,0.0,18150511.572449726,0.0,0.0,0.0,3047873.0160245818,0.0,10346.324273462673,10184.350636856729,10197.474212147377,12275.51880698588,186634196.77210919,0.0,63419881.67034747,69761869.8373822 - 10/04 21:00:00,16451259.542521067,0.0,24162663.115193488,0.0,0.0,0.0,8894791.637009085,0.0,10345.041353971941,10183.087801709953,10196.20974970862,12273.996671982175,204302722.37326534,0.0,49326574.63249246,69761869.8373822 - 10/04 22:00:00,21726906.92700836,0.0,29606553.111711924,0.0,3775563.3076784817,0.0,14330044.500246875,0.0,5172.024808126503,5091.055794915008,5097.616139940017,6136.410006517806,146828652.14484326,0.0,35233267.594637479,69761869.8373822 - 10/04 23:00:00,25229594.9018827,0.0,33267404.114068536,0.0,6950549.533101809,0.0,17881430.531255075,0.0,5171.64800712219,5090.68489280071,5097.244759880489,6135.9629465095699,160712925.2630348,0.0,35233267.594637479,62010550.96656194 - 10/04 24:00:00,28402041.64664231,0.0,36115035.403325829,0.0,10537522.255819159,0.0,21861947.003143334,0.0,2585.147952284963,2544.6769788330686,2547.956054850074,3067.179364222118,135598403.5696154,0.0,35233267.594637479,46507913.22492146 - 10/05 01:00:00,35453754.22066452,0.0,42555580.04605442,0.0,18358258.319099174,0.0,30732646.20677178,0.0,2584.305815424775,2543.8480257825269,2547.1260336089178,3066.1802009838449,165769495.06547017,0.0,21139960.556782485,23253956.61246073 - 10/05 02:00:00,2542796.396538059,0.0,6805573.517959418,0.0,0.0,0.0,0.0,0.0,1291.556899978458,1271.3373357695937,1272.975583689437,1532.3829600666289,28674079.9207123,0.0,14093307.03785499,0.0 - 10/05 03:00:00,23123555.083166847,0.0,30152470.74488458,0.0,4815012.296258108,0.0,12866985.817279119,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.141208321138,90268073.54517669,0.0,14093307.03785499,0.0 - 10/05 04:00:00,25890128.06660779,0.0,31513253.95119623,0.0,10590119.721964298,0.0,20837486.173516796,0.0,1291.0622528868574,1270.8504324704884,1272.4880529657335,1531.7960801742848,108149296.45987563,0.0,14093307.03785499,0.0 - 10/05 05:00:00,26490057.672015579,0.0,31991510.140306117,0.0,12192617.562862218,0.0,22048293.55536774,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,112037586.69160675,0.0,14093307.03785499,0.0 - 10/05 06:00:00,27677161.408585084,0.0,33107691.631321834,0.0,13616583.912643319,0.0,23477834.711920859,0.0,1290.3930432220234,1270.1916994077984,1271.8284710582566,1531.0020884522626,117187566.7521763,0.0,14093307.03785499,0.0 - 10/05 07:00:00,20110658.813829159,0.0,25898975.650005185,0.0,8508889.469341608,0.0,16671866.627616503,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.1412083211383,90500440.16438049,0.0,14093307.03785499,15502637.741640486 - 10/05 08:00:00,25022497.003283744,0.0,34417011.89091331,0.0,18395412.263694005,0.0,27721167.60088067,0.0,5163.8257706036279,5082.985114854083,5089.535059984077,6126.682161473418,182822989.94366647,0.0,56373228.15141996,38756594.35410121 - 10/05 09:00:00,16264026.56727615,0.0,34013211.118392188,0.0,20111300.989946378,0.0,29318431.174718758,0.0,12921.529077123876,12719.240128912632,12735.630168044589,15330.901004919224,293053251.2147346,0.0,56373228.15141996,38756594.35410121 - 10/05 10:00:00,2742741.631426909,0.0,28494849.898801663,0.0,16270491.247057278,0.0,25235798.418018979,0.0,12919.941219283466,12717.67712928293,12734.065154330332,15329.017072203838,266066403.2656669,0.0,28186614.07570998,0.0 - 10/05 11:00:00,7167873.496800255,0.0,29030361.492409387,0.0,17413852.08580572,0.0,26721875.90139612,0.0,12923.738138579285,12721.414607098857,12737.807448267902,15333.521972011007,273713298.7738569,0.0,28186614.07570998,0.0 - 10/05 12:00:00,3265496.374118276,0.0,26972610.103788746,0.0,16431147.80194879,0.0,24552592.254747023,0.0,7757.168618071212,7635.72869625693,7645.568112044684,9203.584456011338,187293226.11118583,0.0,28186614.07570998,0.0 - 10/05 13:00:00,0.0,0.0,23574637.21227666,0.0,14376214.858709824,0.0,20608751.12340821,0.0,7759.207523936776,7637.73568267081,7647.577684665408,9206.003539991007,174661491.1469451,0.0,28186614.07570998,0.0 - 10/05 14:00:00,15794180.51369017,0.0,30527949.10111496,0.0,16445431.751512096,0.0,25697591.845446178,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,204521669.78088833,0.0,28186614.07570998,0.0 - 10/05 15:00:00,15712074.134606958,0.0,28562356.107234125,0.0,15367268.032332443,0.0,24376252.35154505,0.0,7755.816504707458,7634.397750480122,7644.235451208397,9201.980225118585,200069098.379171,0.0,28186614.07570998,0.0 - 10/05 16:00:00,22233010.38061396,0.0,33695218.94529789,0.0,17109858.58610262,0.0,27463497.894096964,0.0,18092.234754220408,17808.997444040026,17831.946154973255,21465.745912824295,371217713.16392019,0.0,28186614.07570998,0.0 - 10/05 17:00:00,26850843.861526945,0.0,36835414.04562495,0.0,17521134.124942665,0.0,28860359.865912327,0.0,23244.586664804934,22880.688324294053,22910.172426583213,27578.81477736921,457879095.7929919,0.0,35233267.594637479,0.0 - 10/05 18:00:00,39829428.78537845,0.0,48776084.765458058,0.0,25865491.03890775,0.0,39405746.01182438,0.0,18065.502605108322,17782.68379170917,17805.59859481559,21434.029238331674,424192881.8294418,0.0,14093307.03785499,0.0 - 10/05 19:00:00,30770370.21378289,0.0,39518427.80552618,0.0,15977411.436699612,0.0,27462136.199096346,0.0,18060.385899964193,17777.64718953859,17800.55550246904,21427.958462994808,383967915.0529849,0.0,63419881.67034747,0.0 - 10/05 20:00:00,16594013.046000988,0.0,25069776.250337908,0.0,2025324.2033001937,0.0,10225364.11025466,0.0,15490.18009352046,15247.678434466152,15267.326624427149,18378.50738443654,285695770.74255487,0.0,63419881.67034747,69761869.8373822 - 10/05 21:00:00,19638985.174515256,0.0,27936753.314160594,0.0,4683308.255781688,0.0,13583090.473374326,0.0,12900.275642831568,12698.319421098995,12714.682501763602,15305.684616424864,258870401.07346035,0.0,49326574.63249246,69761869.8373822 - 10/05 22:00:00,23370912.347013974,0.0,31713953.993936995,0.0,7842510.1441976749,0.0,17779545.927698245,0.0,10320.220514265255,10158.655536879198,10171.74600141088,12244.547693139893,235129533.4973497,0.0,35233267.594637479,69761869.8373822 - 10/05 23:00:00,24136740.144019858,0.0,32370834.959169873,0.0,8635487.611519818,0.0,18800231.091283695,0.0,7745.738655905442,7624.477672281122,7634.302589976116,9190.02324221013,199843645.58333538,0.0,35233267.594637479,62010550.96656194 - 10/05 24:00:00,26895497.905581997,0.0,34913969.30686642,0.0,11173771.179090117,0.0,21906518.686173656,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,172175245.60763876,0.0,35233267.594637479,46507913.22492146 - 10/06 01:00:00,36751317.30616358,0.0,45206682.83845335,0.0,19253249.501090528,0.0,32552032.24616217,0.0,2583.9882438566935,2543.5354258565864,2546.813030866066,3065.8034144407677,172427786.30594207,0.0,21139960.556782485,23253956.61246073 - 10/06 02:00:00,1391576.9532688629,0.0,6508013.211224469,0.0,0.0,0.0,0.0,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,27244028.91936373,0.0,14093307.03785499,0.0 - 10/06 03:00:00,17485454.37929855,0.0,24911070.785280199,0.0,0.0,0.0,7940515.662907552,0.0,1293.0062020316255,1272.763948728752,1274.4040349850043,1534.1025016294516,69684436.9020357,0.0,14093307.03785499,0.0 - 10/06 04:00:00,21016956.315591627,0.0,26630346.95006697,0.0,7369640.056457166,0.0,15991828.103055805,0.0,1292.4428403833552,1272.2094066121802,1273.8487782843145,1533.434094538615,90347737.85651805,0.0,14093307.03785499,0.0 - 10/06 05:00:00,25552274.56582168,0.0,31645377.88909557,0.0,10804119.055727996,0.0,20969788.288264969,0.0,1291.7386859574629,1271.516275855185,1273.1547543575926,1532.5986421915207,108299989.88901256,0.0,14093307.03785499,0.0 - 10/06 06:00:00,28813742.982893107,0.0,35203071.384544137,0.0,13431093.821637143,0.0,24313003.17763748,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,121083763.80532216,0.0,14093307.03785499,0.0 - 10/06 07:00:00,22963746.49624695,0.0,29650664.32899364,0.0,9151274.483679908,0.0,18578336.81806698,0.0,1291.165770819287,1270.9523298103748,1272.5900816107426,1531.9189002495903,99663879.62395147,0.0,14093307.03785499,15502637.741640486 - 10/06 08:00:00,36089325.77758231,0.0,45233112.608843039,0.0,22781857.158181784,0.0,34676504.2123129,0.0,1291.165770819287,1270.952329810375,1272.5900816107426,1531.9189002495903,158100657.253884,0.0,56373228.15141996,38756594.35410121 - 10/06 09:00:00,41778856.6067008,0.0,54435058.24339227,0.0,30595924.652448086,0.0,45084667.99311295,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,249154938.53987447,0.0,56373228.15141996,38756594.35410121 - 10/06 10:00:00,23446251.458130689,0.0,43452732.547780368,0.0,25159414.362712645,0.0,37453631.011101808,0.0,7749.341399870748,7628.02401461756,7637.853502136622,9194.297760399775,245466289.41701449,0.0,28186614.07570998,0.0 - 10/06 11:00:00,34924256.86854736,0.0,50777849.1748852,0.0,28566007.228161944,0.0,42566995.55817711,0.0,7748.775365836511,7627.466841951723,7637.295611496935,9193.626182625,272780899.2366482,0.0,28186614.07570998,0.0 - 10/06 12:00:00,34082141.2399177,0.0,50401814.938503269,0.0,28860900.80876658,0.0,42713644.7945848,0.0,5162.041197227969,5081.228479307532,5087.776160833328,6124.564833284553,233298700.19612456,0.0,28186614.07570998,0.0 - 10/06 13:00:00,33154813.93682836,0.0,49162532.82253723,0.0,28349936.277476666,0.0,41729075.42875752,0.0,5162.951797406019,5082.124823869922,5088.673660427175,6125.645225636064,229650182.29202084,0.0,28186614.07570998,0.0 - 10/06 14:00:00,26756349.796667424,0.0,42395759.25386166,0.0,24990037.65234678,0.0,37237167.990076538,0.0,7745.09004676023,7623.839217233076,7633.6633122135749,9189.25369221827,247269961.25928296,0.0,28186614.07570998,0.0 - 10/06 15:00:00,30353828.16153598,0.0,43862709.51925179,0.0,25136953.278277603,0.0,37962534.923525128,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,291753493.5735147,0.0,28186614.07570998,0.0 - 10/06 16:00:00,39041728.28827623,0.0,49683139.31512139,0.0,27874439.100721279,0.0,42177947.30478491,0.0,12895.083116894008,12693.208185123653,12709.564679439012,15299.52388261085,351727821.51954689,0.0,28186614.07570998,0.0 - 10/06 17:00:00,42820165.97024958,0.0,53225988.3738008,0.0,28248182.20727016,0.0,43537771.96253303,0.0,15462.143906091713,15220.081158781748,15239.69378683623,18345.243518259398,399193893.0457423,0.0,35233267.594637479,0.0 - 10/06 18:00:00,52237325.72607201,0.0,62228644.210190538,0.0,34327432.04510988,0.0,51337559.429886687,0.0,18030.498417656025,17748.227601341463,17771.098004129723,21392.498106111503,469923321.0765185,0.0,14093307.03785499,0.0 - 10/06 19:00:00,43030733.51725665,0.0,53199756.48308334,0.0,24091511.515290977,0.0,39275393.66330091,0.0,10299.23642473815,10137.99995718822,10151.0638048972,12219.650871927923,313706018.99043729,0.0,63419881.67034747,0.0 - 10/06 20:00:00,30254362.234497046,0.0,40524839.08813825,0.0,10942132.396361296,0.0,23470798.7524984,0.0,7723.423837393386,7602.512196415697,7612.308809353069,9163.547561854564,220758585.1295552,0.0,63419881.67034747,69761869.8373822 - 10/06 21:00:00,33389018.679068299,0.0,43413921.13283784,0.0,13613697.564830877,0.0,26764523.638065638,0.0,5148.949224928924,5068.341464277133,5074.8725395687129,6109.031707903042,194225462.78684277,0.0,49326574.63249246,69761869.8373822 - 10/06 22:00:00,37092731.102028798,0.0,47017814.60207165,0.0,16722372.883264259,0.0,30711816.82084071,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,208568612.00018934,0.0,35233267.594637479,69761869.8373822 - 10/06 23:00:00,38946460.41683224,0.0,48810781.72321501,0.0,18277521.674096798,0.0,32696952.185824209,0.0,5149.618212369075,5068.99997859411,5075.5319024486,6109.825435963961,215786027.90572093,0.0,35233267.594637479,62010550.96656194 - 10/06 24:00:00,43622871.39238703,0.0,53504231.99781393,0.0,22402185.03338322,0.0,37886398.12115533,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,234375055.46728603,0.0,35233267.594637479,46507913.22492146 - 10/07 01:00:00,52594360.10293575,0.0,62334197.19384314,0.0,30871273.824131796,0.0,48212366.50344469,0.0,2571.26156417546,2531.0079847199228,2534.2694468428487,3050.703694806214,232486271.31031538,0.0,21139960.556782485,23253956.61246073 - 10/07 02:00:00,12766644.73215465,0.0,21285277.776570549,0.0,0.0,0.0,5317713.366415417,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323997,1526.4374564776468,58620363.92110408,0.0,14093307.03785499,0.0 - 10/07 03:00:00,36961649.842358078,0.0,45168453.38647997,0.0,16020222.69602846,0.0,31167116.81129174,0.0,1286.7220385646115,1266.5781650131235,1268.2102802556884,1526.646581557106,148570808.1715641,0.0,14093307.03785499,0.0 - 10/07 04:00:00,38476572.235942069,0.0,46080507.27786932,0.0,20189560.416796615,0.0,33842048.38847293,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,157836745.32405589,0.0,14093307.03785499,0.0 - 10/07 05:00:00,39893070.09953484,0.0,47301345.879667658,0.0,21843982.802914129,0.0,35466404.82398781,0.0,1285.8182690045815,1265.6885441341538,1267.3195130094146,1525.5742934731357,163744645.83674107,0.0,14093307.03785499,0.0 - 10/07 06:00:00,43600939.24086504,0.0,51131943.31256032,0.0,25093493.468896554,0.0,39403216.13745462,0.0,1281.6450741376962,1261.580681411418,1263.2063568862798,1520.6229570642175,178406990.40997515,0.0,14093307.03785499,0.0 - 10/07 07:00:00,26025497.82568688,0.0,35456084.61448465,0.0,12547286.147522016,0.0,23511873.598990039,0.0,5133.683938970434,5053.315159218059,5059.826871581867,6090.920028825082,174356627.78162719,0.0,14093307.03785499,15502637.741640486 - 10/07 08:00:00,21136114.884023806,0.0,36207901.575673799,0.0,17467820.704323338,0.0,27211246.099196227,0.0,20616.19187478895,20293.441545042337,20319.591715781644,24460.324691012527,410505462.6390687,0.0,56373228.15141996,38756594.35410121 - 10/07 09:00:00,11440873.374915492,231819.32716198494,34420300.673619758,0.0,15575636.498189824,0.0,27557824.006768049,0.0,18067.144190297884,17784.299677576353,17807.21656291664,21435.976916495933,359335329.00372567,231819.32716198494,56373228.15141996,38756594.35410121 - 10/07 10:00:00,0.0,8609083.031643255,29400513.740156805,0.0,14862275.31801175,0.0,24124495.796417778,0.0,12912.66995454923,12710.51969755456,12726.898499520636,15320.389994157906,261601006.17940275,8609083.031643255,28186614.07570998,0.0 - 10/07 11:00:00,0.0,11369333.5331942,32251935.43025291,0.0,17959101.868379766,0.0,28043744.465978348,0.0,10337.2232616991,10175.392103130107,10188.50413443567,12264.720803935379,232931806.85613198,11369333.5331942,28186614.07570998,0.0 - 10/07 12:00:00,0.0,19299226.963703455,31884725.153460735,0.0,18595216.171384645,0.0,26871097.685908617,0.0,5171.23424537137,5090.277608567286,5096.836950819759,6135.472033986477,154728794.0302356,19299226.963703455,28186614.07570998,0.0 - 10/07 13:00:00,0.0,25318685.269498,24582003.972807934,0.0,15049061.01533445,0.0,19779782.925289599,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,136810048.454906,25318685.269498,28186614.07570998,0.0 - 10/07 14:00:00,0.0,27281336.3257737,13454705.796365887,0.0,7513991.138585425,0.0,11338819.088508398,0.0,5173.750865884744,5092.754830917048,5099.317365323363,6138.457908160285,109722927.51648729,27281336.3257737,28186614.07570998,0.0 - 10/07 15:00:00,0.0,22941354.016159629,8910397.22738178,0.0,1534764.8662296967,0.0,5945021.49723319,0.0,7760.439717490662,7638.948586004744,7648.792150949086,9207.465490606974,132510508.99302995,22941354.016159629,28186614.07570998,0.0 - 10/07 16:00:00,0.0,2388507.1323124805,13676410.327070067,0.0,2285717.6913395149,0.0,8888047.248308609,0.0,12934.178662433676,12731.69168260463,12748.097766834422,15345.909255024946,218385733.78754983,2388507.1323124805,28186614.07570998,0.0 - 10/07 17:00:00,0.0,0.0,16063051.455902275,0.0,1502132.7361894805,0.0,9021863.89233695,0.0,12933.77181994282,12731.291209308865,12747.69677748794,15345.426551939678,220116518.97567416,0.0,35233267.594637479,0.0 - 10/07 18:00:00,11690921.340084484,0.0,31910218.96554759,0.0,13315895.29823745,0.0,23172572.88770093,0.0,18108.128030596603,17824.64190820966,17847.61077863177,21484.602678560994,351043548.717167,0.0,14093307.03785499,0.0 - 10/07 19:00:00,8597063.225700768,0.0,21817228.53432815,0.0,2625916.0669470059,0.0,10245477.228205076,0.0,18106.73880912745,17823.27443526177,17846.24154355541,21482.954420317692,314218838.20492538,0.0,63419881.67034747,0.0 - 10/07 20:00:00,0.0,0.0,11014233.421438883,0.0,0.0,0.0,0.0,0.0,10345.041353971941,10183.087801709953,10196.20974970862,12273.996671982175,165808241.4999806,0.0,63419881.67034747,69761869.8373822 - 10/07 21:00:00,4491564.822115408,0.0,15444171.564744872,0.0,0.0,0.0,572280.0906936347,0.0,10345.041353971941,10183.087801709953,10196.20974970862,12273.996671982175,175302024.5560956,0.0,49326574.63249246,69761869.8373822 - 10/07 22:00:00,8312969.066034885,0.0,18171816.163662226,0.0,0.0,0.0,4676908.5280415019,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,108571166.086237,0.0,35233267.594637479,69761869.8373822 - 10/07 23:00:00,10713148.356129256,0.0,19739281.199896229,0.0,0.0,0.0,6731703.89261979,0.0,5173.262668949045,5092.2742767954509,5098.836191958731,6137.8786811317,114592239.99645102,0.0,35233267.594637479,62010550.96656194 - 10/07 24:00:00,16314734.978754759,0.0,24868212.91468334,0.0,2244418.508118612,0.0,12412665.16730206,0.0,2586.0124040632515,2545.527897457504,2548.8080699700087,3068.205003258903,94534823.71795759,0.0,35233267.594637479,46507913.22492146 - 10/08 01:00:00,24550426.663531517,0.0,32525649.204325119,0.0,11094965.73943046,0.0,21609834.72240226,0.0,2586.581068365668,2546.087659214182,2549.3685530368445,3068.87970174647,128484177.46619676,0.0,21139960.556782485,23253956.61246073 - 10/08 02:00:00,0.0,0.0,1782243.4932732369,0.0,0.0,0.0,0.0,0.0,1293.1668678668203,1272.9220993103243,1274.562389359743,1534.293125509918,21132043.62864174,0.0,14093307.03785499,0.0 - 10/08 03:00:00,6250722.738556688,0.0,15347579.066923915,0.0,0.0,0.0,1456108.6349677207,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,42406778.52257292,0.0,14093307.03785499,0.0 - 10/08 04:00:00,12271668.427945562,0.0,18078519.35004398,0.0,0.0,0.0,8952476.314254333,0.0,1293.3384863662466,1273.0910310901268,1274.7315388253865,1534.4967443084066,58655032.17436847,0.0,14093307.03785499,0.0 - 10/08 05:00:00,10566169.381343466,0.0,15458370.489766188,0.0,611741.0369323567,0.0,6707287.755376176,0.0,1293.254876902893,1273.0087305485197,1274.6491322311313,1534.3975448717072,52694685.68781348,0.0,14093307.03785499,0.0 - 10/08 06:00:00,8550912.943469957,0.0,12840807.447177854,0.0,0.0,0.0,4793036.945486366,0.0,1293.1193333426698,1272.875308948017,1274.5155387032783,1534.2367276115179,45533846.20711391,0.0,14093307.03785499,0.0 - 10/08 07:00:00,1121027.4628646498,0.0,2129825.4910366118,0.0,0.0,0.0,161849.1624703951,0.0,5172.766922336719,5091.786291188822,5098.3475775328429,6137.290496699989,80813390.75230181,0.0,14093307.03785499,15502637.741640486 - 10/08 08:00:00,2509155.7405508055,1620407.6483721382,8646683.039321382,0.0,2001052.7391765866,0.0,5898349.709720572,0.0,20681.89908746576,20358.120099047024,20384.353614704763,24538.283790655056,328520804.95951077,1620407.6483721382,56373228.15141996,38756594.35410121 - 10/08 09:00:00,0.0,7902746.153547155,0.0,0.0,0.0,0.0,0.0,0.0,18093.928798760404,17810.664967996723,17833.615827704773,21467.755832005347,270741475.5352821,7902746.153547155,56373228.15141996,38756594.35410121 - 10/08 10:00:00,0.0,5387120.431923481,1084981.3610670502,0.0,0.0,0.0,0.0,0.0,12899.919272181049,12697.968629497489,12714.331258131313,15305.261796251525,194107912.802888,5387120.431923481,28186614.07570998,0.0 - 10/08 11:00:00,0.0,9233172.540855648,949096.68440737,0.0,0.0,0.0,1223276.644057888,0.0,10320.933482594228,10159.357343555976,10172.448712437195,12245.393602846543,156605652.63762746,9233172.540855648,28186614.07570998,0.0 - 10/08 12:00:00,0.0,3325131.237028797,2512312.7482532525,0.0,0.0,0.0,2647234.7453464579,0.0,5158.942264496314,5078.1780609458969,5084.721811696284,6120.88806789198,82353376.23170942,3325131.237028797,28186614.07570998,0.0 - 10/08 13:00:00,0.0,3267924.51689005,985015.1004490587,0.0,0.0,0.0,1297731.4916139239,0.0,5160.956640799301,5080.160901812078,5086.707207655306,6123.278048482002,79506716.66755826,3267924.51689005,28186614.07570998,0.0 - 10/08 14:00:00,0.0,0.0,10330727.8796912,0.0,3838594.9414390616,0.0,8828542.868998204,0.0,5170.949184180856,5089.997010062887,5096.555990735547,6135.133819765387,100371355.3072093,0.0,28186614.07570998,0.0 - 10/08 15:00:00,12594239.640180424,0.0,22264038.33793175,0.0,10344311.192562849,0.0,17896298.96251318,0.0,7759.697881169731,7638.218363269808,7648.060987247623,9206.585330129823,179208113.35572935,0.0,28186614.07570998,0.0 - 10/08 16:00:00,21607293.569979945,0.0,28851541.26554081,0.0,13853402.196980343,0.0,22855686.774419436,0.0,12932.244602686838,12729.787900923928,12746.191531936709,15343.61456696292,280674542.77595797,0.0,28186614.07570998,0.0 - 10/08 17:00:00,23664749.401463324,0.0,30028683.41856095,0.0,13857275.636839373,0.0,22818663.577309718,0.0,12930.376879570149,12727.949417361053,12744.350679300114,15341.398584780343,283848044.05381539,0.0,35233267.594637479,0.0 - 10/08 18:00:00,26496986.67862674,0.0,31978003.87639868,0.0,16190797.191702754,0.0,25242588.481140164,0.0,18102.527631398207,17819.12918430547,17842.09095102016,21477.95801869248,370778517.0553671,0.0,14093307.03785499,0.0 - 10/08 19:00:00,12862799.17348722,0.0,18211972.0394184,0.0,2555897.0525795689,0.0,8634182.00293342,0.0,18101.907574457302,17818.518834471648,17841.479814688282,21477.222344801125,313125713.1147247,0.0,63419881.67034747,0.0 - 10/08 20:00:00,0.0,0.0,3336783.616276865,0.0,0.0,0.0,0.0,0.0,10341.433187319008,10179.536121579074,10192.653492875379,12269.715719980657,158076802.2945917,0.0,63419881.67034747,69761869.8373822 - 10/08 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06:00:00,23429400.216956729,0.0,29022277.09646719,0.0,8667929.24155277,0.0,18747216.26663844,0.0,1291.4625609727519,1271.2444736586209,1272.8826019161559,1532.2710304374996,99191121.22276125,0.0,14093307.03785499,0.0 - 10/09 07:00:00,20056803.927892586,0.0,26431780.282236339,0.0,7014039.854534017,0.0,16230008.020961198,0.0,5162.951797406019,5082.124823869922,5088.673660427175,6125.645225636064,146986455.91204519,0.0,14093307.03785499,15502637.741640486 - 10/09 08:00:00,20818300.072840226,0.0,30775322.27130188,0.0,13820905.224171073,0.0,21791515.846702845,0.0,20684.93698148548,20361.11043426914,20387.347803279037,24541.88813594591,396717063.49294248,0.0,56373228.15141996,38756594.35410121 - 10/09 09:00:00,12943801.466612069,0.0,34112023.60133496,0.0,17290877.605481946,0.0,26851742.04472404,0.0,18094.199765366968,17810.931692570517,17833.8828959804,21468.07732354061,361943974.75700357,0.0,56373228.15141996,38756594.35410121 - 10/09 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14:00:00,18064108.322664989,0.0,34085739.663306917,0.0,21241853.17484333,0.0,31327132.41087327,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,182004322.10161508,0.0,28186614.07570998,0.0 - 10/09 15:00:00,21921993.571386629,0.0,36542557.13199899,0.0,21766656.32886678,0.0,32679411.586200917,0.0,7746.994624915723,7625.713978862246,7635.540489664457,9191.513401497543,228829763.60023723,0.0,28186614.07570998,0.0 - 10/09 16:00:00,27782963.3504717,0.0,40724496.883834477,0.0,22659111.460529198,0.0,34625845.294220227,0.0,12914.625609727518,12712.444736586205,12728.826019161559,15322.710304374998,319035401.0005166,0.0,28186614.07570998,0.0 - 10/09 17:00:00,32360475.756249314,0.0,44234915.258568819,0.0,23095429.109943279,0.0,36165276.005406368,0.0,12899.011716387015,12697.075281658717,12713.436759122667,15304.185015945439,328865447.7133776,0.0,35233267.594637479,0.0 - 10/09 18:00:00,46182627.81918236,0.0,56693933.65983042,0.0,31905652.05582928,0.0,47420841.671382118,0.0,18039.167890440334,17756.76135191204,17779.642751308933,21402.784104635957,452125137.16009429,0.0,14093307.03785499,0.0 - 10/09 19:00:00,35468513.28685756,0.0,45995713.78229993,0.0,19946077.06341193,0.0,33303367.524640494,0.0,18034.896571260393,17752.55690103068,17775.43288256347,21397.71634747524,404571841.3855971,0.0,63419881.67034747,0.0 - 10/09 20:00:00,25493104.040523318,0.0,36222547.276516977,0.0,8693899.035780844,0.0,20083055.81246792,0.0,10288.028111479149,10126.967112164195,10140.016742926262,12206.352636093738,244433518.73487709,0.0,63419881.67034747,69761869.8373822 - 10/09 21:00:00,31605051.13246738,0.0,42355098.749185059,0.0,13266485.657470627,0.0,26126839.661084035,0.0,10280.43910012087,10119.49690819446,10132.536912836244,12197.348563807513,267180832.5460598,0.0,49326574.63249246,69761869.8373822 - 10/09 22:00:00,36310606.10613263,0.0,46984065.34310854,0.0,16895307.843176679,0.0,30872767.033302428,0.0,5140.996358047156,5060.513101010005,5067.03408865649,6099.595934927416,207988048.4632281,0.0,35233267.594637479,69761869.8373822 - 10/09 23:00:00,39987789.257688898,0.0,50682135.55993371,0.0,19696675.198083726,0.0,34589769.45122893,0.0,5136.20158249418,5055.793388562776,5062.308294378042,6093.907116761647,221809926.84284318,0.0,35233267.594637479,62010550.96656194 - 10/09 24:00:00,45862549.77165334,0.0,56533900.64545431,0.0,24703715.865834129,0.0,40909507.836034949,0.0,2564.204613739438,2524.061512159449,2527.314023043469,3042.3308924942327,206378153.86814849,0.0,35233267.594637479,46507913.22492146 - 10/10 01:00:00,54563596.10182795,0.0,64916097.62227771,0.0,32948519.431468063,0.0,50862844.63844104,0.0,2565.543206263963,2525.3791487682885,2528.633357561567,3043.9190814273636,241679567.052491,0.0,21139960.556782485,23253956.61246073 - 10/10 02:00:00,20117500.762028219,0.0,28962013.811926426,0.0,3068146.1836019887,0.0,12483580.500178619,0.0,1275.75854085953,1255.7863029098535,1257.4045117365959,1513.6388100324628,83720558.65367364,0.0,14093307.03785499,0.0 - 10/10 03:00:00,49003078.894178349,0.0,58896838.724260199,0.0,26981424.680802835,0.0,44170454.900241959,0.0,1274.3275985246117,1254.3777622441303,1255.9941560224584,1511.9410515745092,198119703.2455999,0.0,14093307.03785499,0.0 - 10/10 04:00:00,52086263.18271615,0.0,61496907.37591629,0.0,30605058.36163126,0.0,47981006.11923609,0.0,1273.740280104496,1253.7996384034457,1255.415287210197,1511.2442206883644,211228352.9745632,0.0,14093307.03785499,0.0 - 10/10 05:00:00,55051390.28598443,0.0,64450173.27981002,0.0,33321612.630884928,0.0,51156573.04680252,0.0,1271.3061930939646,1251.4036574791426,1253.0162188199204,1508.356269365182,223002445.66301144,0.0,14093307.03785499,0.0 - 10/10 06:00:00,56397564.359454978,0.0,65704747.910413239,0.0,34633950.50736479,0.0,52569134.80099688,0.0,1272.5401530411076,1252.618299553118,1254.232426084184,1509.8203157393203,228346557.8781337,0.0,14093307.03785499,0.0 - 10/10 07:00:00,27984576.43890607,0.0,42884899.70691307,0.0,16765981.510747996,0.0,29583483.058169426,0.0,5114.86941092339,5034.795176117439,5041.283023592727,6068.597309491954,193753302.42718844,0.0,14093307.03785499,15502637.741640486 - 10/10 08:00:00,14118961.973852888,0.0,35219541.94526587,0.0,13975768.49399813,0.0,22903501.015788888,0.0,20538.12816094729,20216.59993320364,20242.65108568303,24367.70507441455,393532076.74420037,0.0,56373228.15141996,38756594.35410121 - 10/10 09:00:00,5771510.616818664,5468455.592182042,38013915.908844728,0.0,18120523.40494919,0.0,28820214.38886356,0.0,18039.167890440334,17756.761351912035,17779.64275130893,21402.784104635954,360648246.27334627,5468455.592182042,56373228.15141996,38756594.35410121 - 10/10 10:00:00,0.0,21032091.511687228,34601396.21915073,0.0,18519010.234506057,0.0,29297486.02235034,0.0,12895.083116894008,12693.208185123653,12709.564679439012,15299.52388261085,275368459.9866502,21032091.511687228,28186614.07570998,0.0 - 10/10 11:00:00,0.0,31452094.357051437,35656656.0768474,0.0,21021336.713911795,0.0,32093152.79270345,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,243208613.27438683,31452094.357051437,28186614.07570998,0.0 - 10/10 12:00:00,0.0,38058993.69518676,36852226.09963156,0.0,22571687.43028601,0.0,32672463.117696585,0.0,5160.60669820847,5079.816437637788,5086.362299603769,6122.862854956112,169315110.4930763,38058993.69518676,28186614.07570998,0.0 - 10/10 13:00:00,0.0,46000316.68965034,29117967.575228163,0.0,19131888.033249115,0.0,23876409.571259619,0.0,5162.951797406019,5082.124823869922,5088.673660427175,6125.645225636064,149380089.00615794,46000316.68965034,28186614.07570998,0.0 - 10/10 14:00:00,0.0,53112793.81895671,15635057.955373764,0.0,9741169.679424985,0.0,13313652.39300954,0.0,5168.61163084955,5087.6960515650539,5094.252067217835,6132.3604019676899,116028392.57356875,53112793.81895671,28186614.07570998,0.0 - 10/10 15:00:00,0.0,49942545.35033165,7045151.870681815,0.0,1096374.9388611089,0.0,4229869.49180036,0.0,7753.373080961713,7631.992578988937,7641.827180408253,9199.081196115474,128385982.83265102,49942545.35033165,28186614.07570998,0.0 - 10/10 16:00:00,0.0,35785897.17049494,4996295.001059921,0.0,0.0,0.0,472174.2814128286,0.0,12922.28846826952,12719.987631648228,12736.378634013756,15331.801993525789,198826113.50131903,35785897.17049494,28186614.07570998,0.0 - 10/10 17:00:00,0.0,10536460.680343362,14738767.397201766,0.0,0.0,0.0,7978670.145408449,0.0,12901.516745521174,12699.54109409447,12715.905749009424,15307.15713739028,215764272.15626548,10536460.680343362,35233267.594637479,0.0 - 10/10 18:00:00,8174729.640320583,0.0,43877631.279912289,0.0,18652095.094171809,0.0,34303953.544875647,0.0,18004.049195088508,17722.192446287336,17745.029300120957,21361.117113164037,374405006.55605939,0.0,14093307.03785499,0.0 - 10/10 19:00:00,13960172.134120048,0.0,37068308.01083897,0.0,12302139.117637862,0.0,23882201.90363878,0.0,17990.76842521152,17709.1195893403,17731.939597463428,21345.359986663145,356410696.5214779,0.0,63419881.67034747,0.0 - 10/10 20:00:00,6459917.886346797,0.0,27538232.818511614,0.0,2075577.0561448066,0.0,11555218.076844871,0.0,10274.046014931173,10113.203907946036,10126.235803414687,12189.763412269001,201360642.73666734,0.0,63419881.67034747,69761869.8373822 - 10/10 21:00:00,12345431.455039617,0.0,32435124.162315638,0.0,5715421.024796635,0.0,16413923.230379932,0.0,10280.43910012087,10119.49690819446,10132.536912836244,12197.348563807513,220737257.21838454,0.0,49326574.63249246,69761869.8373822 - 10/10 22:00:00,21573085.46856624,0.0,41018171.945660259,0.0,11718083.40337738,0.0,24881361.403835063,0.0,5121.85399040182,5041.670410701161,5048.167117617951,6076.88424642532,175829574.97596545,0.0,35233267.594637479,69761869.8373822 - 10/10 23:00:00,25177396.273654388,0.0,43282985.434985969,0.0,13554211.257292998,0.0,27291701.118372758,0.0,5140.996358047156,5060.513101010005,5067.03408865649,6099.595934927416,186231596.22181393,0.0,35233267.594637479,62010550.96656194 - 10/10 24:00:00,31466980.554494509,0.0,48451135.34443572,0.0,18103849.17727046,0.0,32960393.789094006,0.0,2564.655229660886,2524.5050736045848,2527.7581560628,3042.8655310839637,169357581.23077876,0.0,35233267.594637479,46507913.22492146 - 10/11 01:00:00,40351844.06055063,0.0,56230139.65055936,0.0,25719032.50929513,0.0,42123637.91473837,0.0,2572.3730302024148,2532.1020505388817,2535.364922477284,3052.0224068199288,202915358.8112821,0.0,21139960.556782485,23253956.61246073 - 10/11 02:00:00,5341203.707817086,0.0,17104405.70574589,0.0,0.0,0.0,3357406.036267482,0.0,1284.050395623545,1263.948347140694,1265.5770735945105,1523.4767791904117,45016404.79380743,0.0,14093307.03785499,0.0 - 10/11 03:00:00,31464103.23739218,0.0,45483724.00613354,0.0,11464247.142930607,0.0,29889012.59749908,0.0,1282.327614830443,1262.2525368022924,1263.8790780314,1521.4327655419818,137488698.16669745,0.0,14093307.03785499,0.0 - 10/11 04:00:00,35277867.43136865,0.0,47298619.6259409,0.0,20090053.92265056,0.0,34558546.67966181,0.0,1283.2067404418513,1263.1178995382534,1264.7455558755719,1522.4758145216302,156425853.29698024,0.0,14093307.03785499,0.0 - 10/11 05:00:00,37674175.92127697,0.0,49022216.51606831,0.0,22301866.35887766,0.0,36683604.91211136,0.0,1282.327614830443,1262.2525368022924,1263.8790780314,1521.4327655419818,164869474.8910763,0.0,14093307.03785499,0.0 - 10/11 06:00:00,40948609.70421718,0.0,51909704.635150779,0.0,24849860.3760916,0.0,39681279.37635542,0.0,1280.7042032962764,1260.65454007854,1262.279022125765,1519.506649726121,176552773.98663116,0.0,14093307.03785499,0.0 - 10/11 07:00:00,17878649.057986443,0.0,33484099.101172359,0.0,10129081.24473095,0.0,20913740.477778507,0.0,5136.20158249418,5055.793388562776,5062.308294378042,6093.907116761647,159259127.25757618,0.0,14093307.03785499,15502637.741640486 - 10/11 08:00:00,13786890.975083862,0.0,26545099.45283692,0.0,13757452.87085497,0.0,16802203.497126495,0.0,20611.310367154736,20288.63645832078,20314.7804372154,24454.53296854313,379300983.6283448,0.0,56373228.15141996,38756594.35410121 - 10/11 09:00:00,835499.7471658975,12507296.979118236,26956968.774529816,0.0,8881582.70519816,0.0,17485788.000204125,0.0,18071.876775773868,17788.95817354384,17811.88106183167,21441.59194850929,324571347.8818692,12507296.979118236,56373228.15141996,38756594.35410121 - 10/11 10:00:00,0.0,26780949.06721219,26363016.17106248,0.0,12274693.594317217,0.0,21549634.02997671,0.0,12923.02482444315,12720.712460028592,12737.104396409468,15332.675652017357,253556006.19379125,26780949.06721219,28186614.07570998,0.0 - 10/11 11:00:00,0.0,40702480.128424409,23738137.515204178,0.0,12642254.088546228,0.0,20766935.391016693,0.0,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,211976842.9862693,40702480.128424409,28186614.07570998,0.0 - 10/11 12:00:00,0.0,50378879.65814301,19823858.241603003,0.0,10696124.848888256,0.0,16725400.976600534,0.0,5172.477333370679,5091.501235792068,5098.062154813113,6136.946910446071,124641739.55101073,50378879.65814301,28186614.07570998,0.0 - 10/11 13:00:00,0.0,58519544.81763574,11148142.30024975,0.0,6793310.2639901819,0.0,7390023.935204054,0.0,5171.9735927020869,5091.005381277616,5097.565661339508,6136.34924137175,102720294.45553145,58519544.81763574,28186614.07570998,0.0 - 10/11 14:00:00,0.0,63034803.57120344,1183365.181532383,0.0,544641.329308928,0.0,533661.3408333272,0.0,5169.963443835032,5089.026701666068,5095.584431997321,6133.96427647309,79620407.72597209,63034803.57120344,28186614.07570998,0.0 - 10/11 15:00:00,0.0,57942580.947697449,0.0,0.0,0.0,0.0,0.0,0.0,7757.079993855047,7635.6414594694019,7645.480762843652,9203.479306761852,116070053.48254782,57942580.947697449,28186614.07570998,0.0 - 10/11 16:00:00,0.0,39890226.82958751,0.0,0.0,0.0,1887246.6293449864,0.0,0.0,12930.79666480328,12728.362630778049,12744.764425184772,15341.896643935266,193484953.31292496,41777473.458932507,28186614.07570998,0.0 - 10/11 17:00:00,0.0,12764007.856729866,1434094.4737231178,0.0,0.0,1368652.35778593,0.0,0.0,12934.37716471186,12731.887077292618,12748.293413308409,15346.144770400711,194972623.2062921,14132660.214515794,35233267.594637479,0.0 - 10/11 18:00:00,4017411.8907126134,0.0,30302395.10957499,0.0,4479247.75908904,0.0,17296624.09545196,0.0,18092.234754220408,17808.997444040026,17831.94615497325,21465.74591282429,326811806.2126373,0.0,14093307.03785499,0.0 - 10/11 19:00:00,6950833.6106344279,0.0,22731276.524918017,0.0,3544429.674582028,0.0,11144034.809508892,0.0,18091.20385557733,17807.982684307517,17830.930087619257,21464.522790936102,315071276.5260281,0.0,63419881.67034747,0.0 - 10/11 20:00:00,0.0,0.0,10000829.765334445,0.0,0.0,0.0,0.0,0.0,10342.46849074274,10180.555217134572,10193.673901639519,12270.944067972954,164756339.80429767,0.0,63419881.67034747,69761869.8373822 - 10/11 21:00:00,0.0,0.0,15141874.182189763,0.0,0.0,0.0,0.0,0.0,10335.952975426773,10174.141703426345,10187.252123464265,12263.21365776307,169799891.8384794,0.0,49326574.63249246,69761869.8373822 - 10/11 22:00:00,10887655.545141044,0.0,24452922.21475769,0.0,0.0,0.0,10680997.000070494,0.0,5158.033246757604,5077.283274049462,5083.825871775604,6119.80955304434,123201801.76422645,0.0,35233267.594637479,69761869.8373822 - 10/11 23:00:00,17351080.64785313,0.0,30710097.4470807,0.0,5797345.571863946,0.0,16507299.2420121,0.0,5156.379821330676,5075.65573330604,5082.196233779815,6117.84782689042,147521309.52391488,0.0,35233267.594637479,62010550.96656194 - 10/11 24:00:00,22024256.727372189,0.0,34471442.683309469,0.0,9500507.105406514,0.0,20874154.961414946,0.0,2580.0551285663138,2539.6638842197996,2542.93650035272,3061.1369232849735,125476014.2486288,0.0,35233267.594637479,46507913.22492146 - 10/12 01:00:00,29846934.560598349,0.0,41396330.03440002,0.0,16752736.32998376,0.0,29410488.751625118,0.0,2581.69668225341,2541.2797390776929,2544.554437404525,3063.084564072756,156036705.19871743,0.0,21139960.556782485,23253956.61246073 - 10/12 02:00:00,0.0,0.0,4180466.046925514,0.0,0.0,0.0,0.0,0.0,1290.737949351505,1270.5312059674805,1272.1684151067937,1531.411306409016,23493922.003530779,0.0,14093307.03785499,0.0 - 10/12 03:00:00,15888693.964636263,0.0,27879556.72812281,0.0,3032187.96969825,0.0,11247175.450441879,0.0,1290.2735012547228,1270.0740288922962,1271.710648912285,1530.8602564712579,77354120.48080923,0.0,14093307.03785499,0.0 - 10/12 04:00:00,21302561.253113599,0.0,29985042.90510754,0.0,9118410.928965766,0.0,19305179.19654891,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.1412083211383,99021243.88732386,0.0,14093307.03785499,0.0 - 10/12 05:00:00,22275192.381582098,0.0,30343693.63024661,0.0,10646707.87199616,0.0,20337855.283415304,0.0,1290.6252683845358,1270.42028904207,1272.0573552536037,1531.277614743004,102915219.06596375,0.0,14093307.03785499,0.0 - 10/12 06:00:00,23852246.41790986,0.0,31543490.903849357,0.0,12214188.320501354,0.0,21876079.0376723,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,108790688.14129839,0.0,14093307.03785499,0.0 - 10/12 07:00:00,7371868.991648909,0.0,17518841.78239464,0.0,2712504.0987896157,0.0,8503005.752877258,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.1412083211383,55416270.22929846,0.0,14093307.03785499,15502637.741640486 - 10/12 08:00:00,13291858.413538725,0.0,16687882.998309436,0.0,12811951.375564082,0.0,16456397.857491166,0.0,5169.495255431713,5088.5658428395449,5095.122979307161,6133.408788804403,136599824.96388156,0.0,56373228.15141996,38756594.35410121 - 10/12 09:00:00,3774390.3305676567,0.0,22727274.654756976,0.0,9039232.871578867,0.0,18114905.061797464,0.0,12930.911584806105,12728.47575168679,12744.877691861351,15342.032992131853,247142475.7924509,0.0,56373228.15141996,38756594.35410121 - 10/12 10:00:00,0.0,1270945.5418310534,10936299.059194908,0.0,5704331.275506507,0.0,11325200.93239165,0.0,12934.397030831778,12731.906632404723,12748.312993619273,15346.16834079366,221504657.25863103,1270945.5418310534,28186614.07570998,0.0 - 10/12 11:00:00,0.0,15703269.457505066,3921348.9515160156,0.0,2732404.2893015367,0.0,6254812.89224807,0.0,12929.933981755217,12727.513453194037,12743.914153348771,15340.873103429376,206380611.02328427,15703269.457505066,28186614.07570998,0.0 - 10/12 12:00:00,0.0,22527048.579661345,1312272.143809244,0.0,1299716.1520955852,0.0,3834091.407544663,0.0,7757.680785364903,7636.232845476094,7646.072910911575,9204.192122954677,122525122.89639558,22527048.579661345,28186614.07570998,0.0 - 10/12 13:00:00,0.0,22742162.160741286,0.0,0.0,71022.70896934206,0.0,237511.07695759845,0.0,7755.71215779966,7634.2950371426309,7644.132605514287,9201.856421495648,116358120.18495494,22742162.160741286,28186614.07570998,0.0 - 10/12 14:00:00,0.0,24784879.437759494,0.0,0.0,0.0,0.0,0.0,0.0,7750.809292660618,7629.468927271969,7639.300276708465,9196.039359162041,115976224.28089114,24784879.437759494,28186614.07570998,0.0 - 10/12 15:00:00,0.0,34265330.30632145,0.0,0.0,0.0,0.0,0.0,0.0,7754.540913754459,7633.142129141454,7642.978211873474,9200.46678514515,116032060.94369234,34265330.30632145,28186614.07570998,0.0 - 10/12 16:00:00,0.0,6513475.48827367,0.0,0.0,0.0,0.0,0.0,0.0,18100.570411840596,17817.202605385155,17840.16188950626,21475.635852399035,270840854.7328718,6513475.48827367,28186614.07570998,0.0 - 10/12 17:00:00,0.0,0.0,9779400.718986888,0.0,0.0,0.0,2778068.7465691955,0.0,23278.04028483631,22913.61822166307,22943.144757486076,27618.506220533254,360869383.60982349,0.0,35233267.594637479,0.0 - 10/12 18:00:00,7528540.890329276,0.0,21616540.55717272,0.0,5029987.020757211,0.0,14734665.809312942,0.0,18107.94297924993,17824.459753876345,17847.428389574,21484.38312220201,319860905.5592204,0.0,14093307.03785499,0.0 - 10/12 19:00:00,3309241.5816595626,0.0,13426560.57376285,0.0,0.0,0.0,4265013.36353185,0.0,18108.155843164488,17824.669285366614,17847.63819106698,21484.63567711112,291955171.90710738,0.0,63419881.67034747,0.0 - 10/12 20:00:00,0.0,0.0,347257.39592306796,0.0,0.0,1096324.1725508189,0.0,0.0,15520.240889192333,15277.268622773947,15296.954942712786,18414.1733710101,232578353.56840409,1096324.1725508189,63419881.67034747,69761869.8373822 - 10/12 21:00:00,0.0,0.0,1761823.5971481945,0.0,0.0,3980011.1855814035,0.0,0.0,12933.087698752137,12730.617798163044,12747.022498583125,15344.614868261442,195281057.90668328,3980011.1855814035,49326574.63249246,69761869.8373822 - 10/12 22:00:00,0.0,0.0,6263826.8638259,0.0,0.0,576187.9063578304,0.0,0.0,10347.395988142816,10185.405573643628,10198.530508328,12276.790355544006,161093067.59619633,576187.9063578304,35233267.594637479,69761869.8373822 - 10/12 23:00:00,0.0,0.0,9361625.61605496,0.0,0.0,0.0,0.0,0.0,7760.63624747749,7639.142039277966,7648.985853506596,9207.698665934333,125484891.71836195,0.0,35233267.594637479,62010550.96656194 - 10/12 24:00:00,5991532.135313711,0.0,13858729.764443633,0.0,0.0,0.0,519900.53368558877,0.0,5173.750865884744,5092.754830917048,5099.317365323363,6138.457908160285,97785573.92647052,0.0,35233267.594637479,46507913.22492146 - 10/13 01:00:00,14147890.727189232,0.0,21493469.55130311,0.0,671067.3337233052,0.0,11545450.599490103,0.0,2586.8298196111215,2546.3325162124835,2549.61372555838,3069.1748356037817,86564901.44085449,0.0,21139960.556782485,23253956.61246073 - 10/13 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.424498517852,1273.1756967054535,1274.816313541,1534.5987944430008,19353655.091546306,0.0,14093307.03785499,0.0 - 10/13 03:00:00,0.0,0.0,1364895.6716418123,0.0,0.0,0.0,0.0,0.0,1293.3534074326945,1273.1057185644959,1274.7462452260652,1534.5144475841749,20717487.01934856,0.0,14093307.03785499,0.0 - 10/13 04:00:00,578658.4573742669,0.0,7553579.447392547,0.0,0.0,0.0,0.0,0.0,1293.3322456962117,1273.0848881189455,1274.7253879383598,1534.4893399916312,27484512.607049347,0.0,14093307.03785499,0.0 - 10/13 05:00:00,3129277.206589206,0.0,7749492.9277733699,0.0,0.0,0.0,0.0,0.0,1293.3087698752136,1273.0617798163046,1274.7022498583124,1534.4614868261443,30230693.565316086,0.0,14093307.03785499,0.0 - 10/13 06:00:00,6519801.4028073609,0.0,11341260.369683259,0.0,0.0,0.0,2558437.5350131567,0.0,1293.3887878621179,1273.1405451066967,1274.7811166458205,1534.5564251131319,39772620.05652373,0.0,14093307.03785499,0.0 - 10/13 07:00:00,5809053.397442496,0.0,10559920.037524272,0.0,0.0,0.0,2271865.5658816394,0.0,1293.4393745795815,1273.1903398796615,1274.8309755844326,1534.6164443223887,37994716.68456624,0.0,14093307.03785499,15502637.741640486 - 10/13 08:00:00,16903149.512825993,0.0,21302203.779908446,0.0,8496405.587387668,0.0,16356584.273053939,0.0,1293.424498517852,1273.1756967054535,1274.816313541,1534.5987944430008,82411998.24472234,0.0,56373228.15141996,38756594.35410121 - 10/13 09:00:00,28223620.179899504,0.0,34538701.90370544,0.0,15984820.249360083,0.0,29787568.657153448,0.0,5173.555151448472,5092.562180426787,5099.124466583282,6138.225700452527,185947193.9861983,0.0,56373228.15141996,38756594.35410121 - 10/13 10:00:00,20428200.43426706,0.0,26499855.631268335,0.0,14683105.315505622,0.0,23260523.196692759,0.0,7759.852619251282,7638.370678897825,7648.213499149874,9206.768920956867,200983225.16345484,0.0,28186614.07570998,0.0 - 10/13 11:00:00,17572726.297503786,0.0,23743191.531644606,0.0,13287303.777239066,0.0,21100202.294401479,0.0,7759.3467616121029,7637.872740554356,7647.714919162026,9206.168740177754,191807395.2822114,0.0,28186614.07570998,0.0 - 10/13 12:00:00,14967390.922134174,0.0,20495998.670472064,0.0,11583198.849820655,0.0,18390632.60226258,0.0,5172.15075182806,5091.179766944422,5097.740271720046,6136.559433912137,142828689.85254628,0.0,28186614.07570998,0.0 - 10/13 13:00:00,8283376.309665691,0.0,13551105.175233216,0.0,8224369.001393052,0.0,13123567.961674942,0.0,5170.47477186644,5089.530024761756,5096.088403676191,6134.570947663764,120548809.38065222,0.0,28186614.07570998,0.0 - 10/13 14:00:00,5515850.180082148,0.0,10170928.056564825,0.0,5594694.600460704,0.0,9657020.143524548,0.0,7750.809292660618,7629.468927271969,7639.300276708465,9196.039359162041,146914717.26152338,0.0,28186614.07570998,0.0 - 10/13 15:00:00,6295144.253733905,0.0,10538181.930439627,0.0,4897686.575553403,0.0,8982339.077606924,0.0,10335.09877655583,10173.300877198077,10186.41021374558,12262.20018340947,185358588.0206061,0.0,28186614.07570998,0.0 - 10/13 16:00:00,8989785.95264012,0.0,13160720.956205378,0.0,5558857.948317772,0.0,10209181.096926094,0.0,12920.52042192369,12718.24726439777,12734.63602412246,15329.704274026939,231249734.6981845,0.0,28186614.07570998,0.0 - 10/13 17:00:00,11006793.112483718,0.0,15167393.551408638,0.0,5247575.687232465,0.0,10282325.845753447,0.0,15502.648164833743,15259.95131579711,15279.61532061837,18393.30027511421,273671942.4717866,0.0,35233267.594637479,0.0 - 10/13 18:00:00,14896499.182508497,0.0,19035753.72291799,0.0,7801664.11280195,0.0,13625409.495287279,0.0,18086.422858972695,17803.27653509663,17826.217874054768,21458.850320966572,325988489.8342421,0.0,14093307.03785499,0.0 - 10/13 19:00:00,4665971.8444441859,0.0,8997554.522727143,0.0,0.0,0.0,1029078.7502454886,0.0,10339.926887670064,10178.053403332136,10191.168863994642,12267.92855294618,169410084.86601169,0.0,63419881.67034747,0.0 - 10/13 20:00:00,0.0,0.0,0.0,0.0,0.0,2716776.9617770768,0.0,0.0,7753.2451808065729,7631.866681134585,7641.701120321666,9198.92944746365,116012672.7470153,2716776.9617770768,63419881.67034747,69761869.8373822 - 10/13 21:00:00,0.0,0.0,942842.1827686576,0.0,0.0,5101833.970310516,0.0,0.0,5168.523749769082,5087.6095462792959,5094.165450461186,6132.256134420341,78280039.75411631,5101833.970310516,49326574.63249246,69761869.8373822 - 10/13 22:00:00,0.0,0.0,3957196.6157512355,0.0,0.0,2495985.064652356,0.0,0.0,5168.830120537715,5087.911120756391,5094.467413547777,6132.619631642432,81298978.44709477,2495985.064652356,35233267.594637479,69761869.8373822 - 10/13 23:00:00,0.0,0.0,4876577.022435775,0.0,0.0,1114846.0557285883,0.0,0.0,5169.415219711726,5088.487060093684,5095.0440950416909,6133.313829477789,82227113.75800538,1114846.0557285883,35233267.594637479,62010550.96656194 - 10/13 24:00:00,3549295.50642634,0.0,8377332.533983993,0.0,0.0,0.0,0.0,0.0,5169.693942502973,5088.761419427637,5095.318807915649,6133.644523430099,89281335.33620522,0.0,35233267.594637479,46507913.22492146 - 10/14 01:00:00,11249553.452970982,0.0,15461332.608994756,0.0,0.0,0.0,2062964.0538971727,0.0,2584.563639067845,2544.101813148368,2547.3801480056829,3066.486098894614,67446964.23268235,0.0,21139960.556782485,23253956.61246073 - 10/14 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2075301344287,1271.9777801890978,1273.6168533869443,1533.154907910608,19335445.457835884,0.0,14093307.03785499,0.0 - 10/14 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2818195339226,1272.050906574184,1273.6900740028414,1533.243049447307,19336557.058409718,0.0,14093307.03785499,0.0 - 10/14 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1292.2818195339226,1272.050906574184,1273.6900740028414,1533.243049447307,19336557.058409718,0.0,14093307.03785499,0.0 - 10/14 05:00:00,0.0,0.0,884305.6615861538,0.0,0.0,0.0,0.0,0.0,1292.2075301344287,1271.9777801890978,1273.6168533869443,1533.154907910608,20219751.119422039,0.0,14093307.03785499,0.0 - 10/14 06:00:00,0.0,0.0,1883149.0519442685,0.0,0.0,0.0,0.0,0.0,1292.4234856257434,1272.1903548569092,1273.8297019789123,1533.4111308575248,21221825.87589299,0.0,14093307.03785499,0.0 - 10/14 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5169.12727813569,5088.203626296736,5094.760296011365,6132.972197789228,77346228.23363887,0.0,14093307.03785499,15502637.741640486 - 10/14 08:00:00,9142540.076713315,0.0,11815775.53360483,0.0,0.0,0.0,4295972.355091944,0.0,20653.075932074356,20329.748175530225,20355.945131068653,24504.086217030635,334288567.60594406,0.0,56373228.15141996,38756594.35410121 - 10/14 09:00:00,9056970.122381142,0.0,13601105.926393576,0.0,1246496.4565827307,0.0,5808424.00591006,0.0,18065.030909374054,17782.219480459615,17805.1336852536,21433.469589348697,300022069.703237,0.0,56373228.15141996,38756594.35410121 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14:00:00,0.0,0.0,1238122.3033072339,0.0,47512.12541310523,0.0,842780.5808916978,0.0,5147.387576862043,5066.804264102064,5073.333358554319,6107.178872083459,79149349.66737882,0.0,28186614.07570998,0.0 - 10/14 15:00:00,0.0,0.0,1849970.1488557244,0.0,0.0,0.0,932779.0183375185,0.0,7723.13659377023,7602.229449645048,7612.025698234345,9163.206758260454,118344903.76686952,0.0,28186614.07570998,0.0 - 10/14 16:00:00,276232.13762695106,0.0,6473187.983782973,0.0,926336.8114987534,0.0,4012079.015089499,0.0,12898.648870783803,12696.718116471113,12713.079133691264,15303.754513487898,204691758.2319609,0.0,28186614.07570998,0.0 - 10/14 17:00:00,9215739.221830098,0.0,13892144.089903128,0.0,3473031.1031367576,0.0,8583666.713337085,0.0,12903.593506695755,12701.585343185441,12717.952632324,15309.621135249072,228242490.55104245,0.0,35233267.594637479,0.0 - 10/14 18:00:00,18378617.701565878,0.0,22788247.282048726,0.0,9867898.527863907,0.0,16661995.109006746,0.0,18082.722767830943,17799.634369571948,17822.571015228055,21454.460304068038,338270557.06460157,0.0,14093307.03785499,0.0 - 10/14 19:00:00,5382918.185715933,0.0,9506931.96125435,0.0,0.0,0.0,1002868.3111827325,0.0,18083.98831521606,17800.880104576663,17823.81835548947,21455.961827731564,286485453.4290025,0.0,63419881.67034747,0.0 - 10/14 20:00:00,0.0,0.0,0.0,0.0,0.0,2484415.058207997,0.0,0.0,10339.926887670064,10178.053403332136,10191.168863994642,12267.92855294618,154717479.74859489,2484415.058207997,63419881.67034747,69761869.8373822 - 10/14 21:00:00,0.0,0.0,3686002.287879609,0.0,0.0,1614058.4945261155,0.0,0.0,10346.263841559641,10184.291151026413,10197.414649663498,12275.447106839762,158498302.58460114,1614058.4945261155,49326574.63249246,69761869.8373822 - 10/14 22:00:00,5076512.652719319,0.0,11202978.272062347,0.0,0.0,0.0,0.0,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,93694546.64225501,0.0,35233267.594637479,69761869.8373822 - 10/14 23:00:00,9499086.206174184,0.0,14702228.981899096,0.0,0.0,0.0,335103.0159470449,0.0,5173.746923854195,5092.750950599723,5099.313480005853,6138.453231091516,101951770.71200495,0.0,35233267.594637479,62010550.96656194 - 10/14 24:00:00,15601529.751291587,0.0,20978709.253208285,0.0,0.0,0.0,8961212.085197898,0.0,2586.581068365668,2546.087659214182,2549.3685530368445,3068.87970174647,84244752.22620517,0.0,35233267.594637479,46507913.22492146 - 10/15 01:00:00,25416537.3189939,0.0,30840430.5315172,0.0,9508132.860742346,0.0,20064895.96152336,0.0,2586.5261748882428,2546.0336251043866,2549.3144492985827,3068.8145727309176,124532476.43205647,0.0,21139960.556782485,23253956.61246073 - 10/15 02:00:00,0.0,0.0,2008256.5516955073,0.0,0.0,0.0,0.0,0.0,1292.9602571636954,1272.7187231363003,1274.3587511147608,1534.0479897974759,21354965.148059545,0.0,14093307.03785499,0.0 - 10/15 03:00:00,12596815.389312884,0.0,19444632.494727725,0.0,0.0,0.0,4383780.628210147,0.0,1292.0746658292708,1271.8469958994229,1273.4859005683632,1532.9972694842805,55758685.90666357,0.0,14093307.03785499,0.0 - 10/15 04:00:00,20201383.046542456,0.0,24967098.677542874,0.0,5469882.874081941,0.0,14899635.336760907,0.0,1291.911276782449,1271.6861647386093,1273.3248621601834,1532.80341461717,84869012.52080246,0.0,14093307.03785499,0.0 - 10/15 05:00:00,23331884.262065926,0.0,28154981.102841993,0.0,9300889.904964963,0.0,18413606.77089036,0.0,1291.0622528868574,1270.8504324704884,1272.4880529657335,1531.7960801742848,98519670.58735377,0.0,14093307.03785499,0.0 - 10/15 06:00:00,26275016.799047445,0.0,31232643.266106897,0.0,11984789.565352943,0.0,21546598.393952066,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.1412083211383,110349097.62804739,0.0,14093307.03785499,0.0 - 10/15 07:00:00,11090136.16662295,0.0,19550762.522532986,0.0,3219583.8682901419,0.0,9555279.82897482,0.0,5164.249011547429,5083.4017298819539,5089.952211862934,6127.184320697139,120688996.57278294,0.0,14093307.03785499,15502637.741640486 - 10/15 08:00:00,13447683.355999118,0.0,20070424.191120194,0.0,12781393.58533727,0.0,16119253.284869053,0.0,20670.580428519184,20346.978635817748,20373.197794562933,24524.85463387472,371714955.7913141,0.0,56373228.15141996,38756594.35410121 - 10/15 09:00:00,18584301.510078115,0.0,38135561.76113867,0.0,18023471.494405129,0.0,30473789.90655261,0.0,18096.905177650733,17813.594751120287,17836.549386152925,21471.287191943356,376003136.09689679,0.0,56373228.15141996,38756594.35410121 - 10/15 10:00:00,19949891.810692043,0.0,33635849.564321469,0.0,20190160.357744926,0.0,30140146.584232447,0.0,12931.301692464927,12728.85975213744,12745.262187135777,15342.49583997772,297408558.4151679,0.0,28186614.07570998,0.0 - 10/15 11:00:00,16064806.270464518,0.0,29957630.445506578,0.0,18470697.87792227,0.0,27662036.945720748,0.0,10346.324273462673,10184.350636856729,10197.474212147377,12275.51880698588,246968376.08564369,0.0,28186614.07570998,0.0 - 10/15 12:00:00,12624666.852963433,0.0,28492214.929517729,0.0,17716657.76246163,0.0,26319680.95769088,0.0,5173.262668949045,5092.2742767954509,5098.836191958731,6137.8786811317,162561327.0504394,0.0,28186614.07570998,0.0 - 10/15 13:00:00,8656019.114413128,0.0,28289902.83130982,0.0,17217679.839656306,0.0,24797097.297902097,0.0,5173.435965403346,5092.44486026143,5099.0069952389189,6138.084290759597,156371398.68526919,0.0,28186614.07570998,0.0 - 10/15 14:00:00,8285365.084869694,0.0,24820035.215400019,0.0,14192989.844902199,0.0,21411220.478306299,0.0,5173.659639222243,5092.665032424967,5099.22745111676,6138.349671207563,146123657.08177573,0.0,28186614.07570998,0.0 - 10/15 15:00:00,0.0,0.0,13855412.270493044,0.0,6866742.339622461,0.0,11741549.23346488,0.0,7760.6262988271159,7639.13224637557,7648.976047985045,9207.68686224043,148586821.08312179,0.0,28186614.07570998,0.0 - 10/15 16:00:00,2069678.8692695313,0.0,25117942.880457123,0.0,12411028.796737804,0.0,20335133.59002175,0.0,12933.156672372612,12730.685691988623,12747.090479896826,15344.696702829253,253454050.50600059,0.0,28186614.07570998,0.0 - 10/15 17:00:00,23165148.183795506,0.0,33843181.68737415,0.0,16379486.868141786,0.0,26477791.703094566,0.0,12931.301692464927,12728.85975213744,12745.262187135777,15342.49583997772,293358118.5405831,0.0,35233267.594637479,0.0 - 10/15 18:00:00,36658211.663571,0.0,46388395.42339675,0.0,25186918.909062126,0.0,37909592.0582457,0.0,18071.876775773868,17788.958173543844,17811.88106183167,21441.59194850929,416554626.70904687,0.0,14093307.03785499,0.0 - 10/15 19:00:00,28476583.67132234,0.0,38142182.806126248,0.0,15239113.226503183,0.0,26335953.52392234,0.0,18054.981617347312,17772.327511974247,17795.228969957185,21421.546487964028,378352537.74194809,0.0,63419881.67034747,0.0 - 10/15 20:00:00,15833498.457435955,0.0,25342137.734170218,0.0,2345213.726240417,0.0,10708885.315771679,0.0,10322.188010037782,10160.592231138371,10173.68519129828,12246.882051770062,208681786.17689843,0.0,63419881.67034747,69761869.8373822 - 10/15 21:00:00,18439366.299592467,0.0,27595408.242960354,0.0,4374091.106025447,0.0,13331981.197625392,0.0,10325.903594812038,10164.249647739844,10177.34732085435,12251.290451272129,218248494.49904574,0.0,49326574.63249246,69761869.8373822 - 10/15 22:00:00,21728541.25016916,0.0,30529890.715458953,0.0,7033497.092867695,0.0,16684283.587747213,0.0,5162.951797406019,5082.124823869922,5088.673660427175,6125.645225636064,153230036.4726641,0.0,35233267.594637479,69761869.8373822 - 10/15 23:00:00,24015885.97020866,0.0,32621770.771011458,0.0,8781834.013223282,0.0,18944826.18546404,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,161624747.98412783,0.0,35233267.594637479,62010550.96656194 - 10/15 24:00:00,27870530.902615295,0.0,36281524.74439082,0.0,12189800.215076857,0.0,23151354.99716337,0.0,2581.4758987030097,2541.062411934961,2544.3368302135875,3062.822612818032,138120122.77245686,0.0,35233267.594637479,46507913.22492146 - 10/16 01:00:00,35959271.92409621,0.0,44095108.94357621,0.0,19851774.285562964,0.0,32454666.44832646,0.0,2581.912885301814,2541.4925574270416,2544.7675299920385,3063.3410807367097,170994272.19400919,0.0,21139960.556782485,23253956.61246073 - 10/16 02:00:00,2175602.8588598587,0.0,7346184.677478434,0.0,0.0,0.0,0.0,0.0,1290.6252683845358,1270.42028904207,1272.0573552536037,1531.2776147430043,28833557.43506186,0.0,14093307.03785499,0.0 - 10/16 03:00:00,23284780.10239423,0.0,31242100.311477826,0.0,6884279.352842698,0.0,17294747.647667186,0.0,1289.094955332669,1268.91393332651,1270.5490584449536,1529.461956722605,97994779.06815818,0.0,14093307.03785499,0.0 - 10/16 04:00:00,26993957.40717346,0.0,33554571.48938508,0.0,12336491.283119355,0.0,23141719.461681315,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,115319768.74416583,0.0,14093307.03785499,0.0 - 10/16 05:00:00,27440047.06957587,0.0,33832183.87920579,0.0,13551746.428372574,0.0,23862462.397817527,0.0,1289.9011716387016,1269.707528165872,1271.3436759122668,1530.4185015945439,117987374.93329273,0.0,14093307.03785499,0.0 - 10/16 06:00:00,28120065.92171003,0.0,34326620.84978834,0.0,14559213.663334087,0.0,24755005.84827196,0.0,1289.508311689401,1269.3208185123656,1270.956467943901,1529.952388261085,121055963.03416872,0.0,14093307.03785499,0.0 - 10/16 07:00:00,23970758.055717548,0.0,29879834.79252022,0.0,11614808.136159689,0.0,20627572.720521816,0.0,5158.566176384947,5077.807860564071,5084.351134273481,6120.441853704008,163281174.99465472,0.0,14093307.03785499,15502637.741640486 - 10/16 08:00:00,34847933.006797287,0.0,40861706.36857721,0.0,24066875.59686845,0.0,34270206.06112816,0.0,20642.42679283388,20319.265750551152,20345.44919841508,24491.451419824447,442921656.41521957,0.0,56373228.15141996,38756594.35410121 - 10/16 09:00:00,40574506.8522077,0.0,48449187.98244928,0.0,30534994.81968131,0.0,43495484.56802163,0.0,18074.871540416003,17791.90605458683,17814.832741520266,21445.145122439986,433510493.874627,0.0,56373228.15141996,38756594.35410121 - 10/16 10:00:00,34584308.55108657,0.0,46975128.45284553,0.0,28927422.086712246,0.0,41369938.59477656,0.0,12917.386859574628,12715.162758551849,12731.547543575927,15325.986421915206,345141098.5864443,0.0,28186614.07570998,0.0 - 10/16 11:00:00,23926828.234376197,0.0,38813701.46343769,0.0,24865026.95154647,0.0,35781089.900800649,0.0,10338.419859554519,10176.569968022875,10189.683517127574,12266.140521613885,278081576.4689089,0.0,28186614.07570998,0.0 - 10/16 12:00:00,17905765.68679696,0.0,35270384.465325798,0.0,23026398.39291423,0.0,33012196.735076548,0.0,5169.209929777259,5088.284984011438,5094.841758563787,6133.070260806942,186562210.23948748,0.0,28186614.07570998,0.0 - 10/16 13:00:00,6635934.385872603,0.0,30130050.981034854,0.0,19961510.02604273,0.0,27619124.886294474,0.0,5171.841028654781,5090.874892545201,5097.435004459043,6136.191959189903,161733454.6647008,0.0,28186614.07570998,0.0 - 10/16 14:00:00,0.0,0.0,22437160.118931056,0.0,14736737.955802136,0.0,20848487.590107304,0.0,5172.520676985971,5091.5439008549769,5098.10487485431,6136.9983359910879,135419389.70411135,0.0,28186614.07570998,0.0 - 10/16 15:00:00,7392920.779384268,0.0,27844320.216313214,0.0,15781967.957494768,0.0,24118799.011212838,0.0,7758.546950883663,7637.0854510120739,7646.926615116812,9205.219795279112,191230011.68865506,0.0,28186614.07570998,0.0 - 10/16 16:00:00,12785051.829825161,0.0,28939943.56847533,0.0,14393060.179206934,0.0,23219146.416961977,0.0,12932.012539894626,12729.559471118018,12745.962807775679,15343.339233318344,272840348.5820534,0.0,28186614.07570998,0.0 - 10/16 17:00:00,20775822.68025552,0.0,32712408.798988336,0.0,15718496.733167304,0.0,25550082.166068458,0.0,12928.085613428424,12725.694021418214,12742.092377049397,15338.680084966194,288201197.9271836,0.0,35233267.594637479,0.0 - 10/16 18:00:00,32466527.421794695,0.0,42780152.141532149,0.0,23104761.381248956,0.0,34948439.30928956,0.0,18090.140707973424,17806.936180477685,17829.882235262423,21463.26140688691,403984674.164027,0.0,14093307.03785499,0.0 - 10/16 19:00:00,21376034.466415164,0.0,31414374.620569379,0.0,11035191.251654122,0.0,20526537.67880814,0.0,18083.085187081804,17799.99111508183,17822.92822044094,21454.890300674797,354931359.3812525,0.0,63419881.67034747,0.0 - 10/16 20:00:00,8396381.654396443,0.0,18051310.392289398,0.0,0.0,0.0,4455942.253703781,0.0,10335.290214259592,10173.489317908874,10186.598897281467,12262.42731693736,185551734.9873839,0.0,63419881.67034747,69761869.8373822 - 10/16 21:00:00,10854099.464997644,0.0,20213100.40312832,0.0,0.0,0.0,6922958.00032485,0.0,10338.419859554519,10176.569968022875,10189.683517127574,12266.140521613885,192685087.78719867,0.0,49326574.63249246,69761869.8373822 - 10/16 22:00:00,14349165.8940228,0.0,23445675.595172075,0.0,1723238.4910981898,0.0,10289821.114700294,0.0,5169.495255431714,5088.5658428395449,5095.122979307161,6133.408788804403,127159635.41397152,0.0,35233267.594637479,69761869.8373822 - 10/16 23:00:00,18221816.3007438,0.0,27198163.13314566,0.0,5109633.827846259,0.0,14047168.670170257,0.0,5166.227599913832,5085.349343078375,5091.902334757748,6129.531840266515,141879621.95676524,0.0,35233267.594637479,62010550.96656194 - 10/16 24:00:00,23296286.09886034,0.0,32177879.258623374,0.0,9332788.420158402,0.0,19424298.17872712,0.0,2582.9251219455038,2542.4889473172418,2545.7652038323119,3064.542060874999,122879848.75866144,0.0,35233267.594637479,46507913.22492146 - 10/17 01:00:00,34259425.62484469,0.0,43043626.28565021,0.0,19085373.849703909,0.0,31539765.457672966,0.0,2579.2830881924735,2538.9039302820358,2542.1755671367407,3060.220926852004,166522291.86273948,0.0,21139960.556782485,23253956.61246073 - 10/17 02:00:00,444832.86829039858,0.0,5615639.800863912,0.0,0.0,0.0,0.0,0.0,1290.848341126705,1270.6398695388464,1272.2772187022625,1531.542282036378,25375580.430209407,0.0,14093307.03785499,0.0 - 10/17 03:00:00,18195712.894238939,0.0,27109023.28912677,0.0,2640116.2461209546,0.0,10801379.520884499,0.0,1290.956442650907,1270.7462787135208,1272.3837649960192,1531.6705403683548,78062957.24659485,0.0,14093307.03785499,0.0 - 10/17 04:00:00,24154138.93453989,0.0,31190633.763201316,0.0,10749455.284259044,0.0,20571955.500057047,0.0,1289.6415440962367,1269.4519651410179,1271.0877835683703,1530.110463426002,105963233.80449116,0.0,14093307.03785499,0.0 - 10/17 05:00:00,26230678.813909845,0.0,33076720.24153418,0.0,12691585.824872736,0.0,22957843.369979707,0.0,1290.1516745521176,1269.954109409447,1271.5905749009424,1530.715713739028,114261511.71166198,0.0,14093307.03785499,0.0 - 10/17 06:00:00,28401308.60757397,0.0,35169086.712457958,0.0,14651625.622595858,0.0,25184492.715355927,0.0,1289.094955332669,1268.91393332651,1270.5490584449538,1529.461956722605,122695385.31175998,0.0,14093307.03785499,0.0 - 10/17 07:00:00,17050769.884959159,0.0,26371947.458740228,0.0,7648443.853608139,0.0,16184815.671422696,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,144428093.27995674,0.0,14093307.03785499,15502637.741640486 - 10/17 08:00:00,15734899.824381784,0.0,30486770.149881048,0.0,14120320.05918944,0.0,22568954.350144179,0.0,20642.42679283388,20319.265750551152,20345.44919841508,24491.451419824443,391785879.76544496,0.0,56373228.15141996,38756594.35410121 - 10/17 09:00:00,32706122.664191877,0.0,46569495.28891219,0.0,29076059.914972664,0.0,41665392.33462456,0.0,18070.33129092107,17787.436883544724,17810.357811495112,21439.758289726222,420405453.5951749,0.0,56373228.15141996,38756594.35410121 - 10/17 10:00:00,29978382.175993913,0.0,41607535.21525873,0.0,26437734.694754013,0.0,38374150.412742588,0.0,12913.659258224963,12711.493513496695,12727.873570324007,15321.563765205117,329626326.88485208,0.0,28186614.07570998,0.0 - 10/17 11:00:00,11089079.373230968,0.0,31212974.704722193,0.0,20592677.69619079,0.0,30396430.159909477,0.0,10342.46849074274,10180.555217134572,10193.673901639519,12270.944067972954,248046671.97301669,0.0,28186614.07570998,0.0 - 10/17 12:00:00,144055.7108013891,0.0,27690031.022486248,0.0,18434183.90666227,0.0,26716410.675907397,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,150383881.8573313,0.0,28186614.07570998,0.0 - 10/17 13:00:00,0.0,5153556.812047113,26905690.738767156,0.0,17436253.465782476,0.0,23006326.894986959,0.0,5173.052349776485,5092.067250208773,5098.628898597165,6137.629145461835,144753230.6180959,5153556.812047113,28186614.07570998,0.0 - 10/17 14:00:00,0.0,13150233.970376933,18675765.155916349,0.0,12166453.695813448,0.0,17136122.696519648,0.0,5173.052349776485,5092.067250208773,5098.628898597165,6137.629145461835,125383301.06680876,13150233.970376933,28186614.07570998,0.0 - 10/17 15:00:00,0.0,2027959.3188102297,18999836.414038928,0.0,10564985.945986143,0.0,16750817.9654386,0.0,7759.399963706876,7637.925109760411,7647.767355851148,9206.231862432354,162420407.7757665,2027959.3188102297,28186614.07570998,0.0 - 10/17 16:00:00,0.0,0.0,24031435.115066798,0.0,11686352.83367409,0.0,19633614.762902269,0.0,12930.498359434892,12728.068995435851,12744.470411463466,15341.54271600269,248831892.44805599,0.0,28186614.07570998,0.0 - 10/17 17:00:00,12433958.471024096,0.0,29114387.84842969,0.0,12690483.247005979,0.0,22284833.540001207,0.0,12925.739761424817,12723.38489416534,12739.780274250372,15335.896821110588,269932949.409885,0.0,35233267.594637479,0.0 - 10/17 18:00:00,30909163.3763216,0.0,44562185.14302496,0.0,23360987.70652329,0.0,36070017.712950948,0.0,18087.917706996854,17804.7479809961,17827.691216062463,21460.62390108537,405553884.8373276,0.0,14093307.03785499,0.0 - 10/17 19:00:00,20115574.162036167,0.0,32679729.46037776,0.0,11020780.299705947,0.0,21194014.81517889,0.0,18090.140707973424,17806.936180477685,17829.882235262423,21463.26140688691,355694892.64746037,0.0,63419881.67034747,0.0 - 10/17 20:00:00,8765549.605012715,0.0,20433790.428843537,0.0,0.0,0.0,6129080.551528835,0.0,10333.909487659703,10172.13020684148,10185.23803486074,12260.789137532165,189955861.30620379,0.0,63419881.67034747,69761869.8373822 - 10/17 21:00:00,12414821.090581246,0.0,23374525.39080628,0.0,745182.4210485441,0.0,9433289.89135376,0.0,10337.2232616991,10175.392103130107,10188.50413443567,12264.720803935379,200644843.88531078,0.0,49326574.63249246,69761869.8373822 - 10/17 22:00:00,19283750.63330634,0.0,29983405.805745916,0.0,6216635.174717016,0.0,16005346.554928357,0.0,5161.094005018891,5080.2961155691859,5086.84259564914,6123.441025885031,148715163.64033775,0.0,35233267.594637479,69761869.8373822 - 10/17 23:00:00,27031276.893704758,0.0,37780470.38204685,0.0,11775800.240282704,0.0,23405053.883033664,0.0,5150.27817098033,5069.649605430191,5076.1823663951649,6110.608451664047,177056788.339159,0.0,35233267.594637479,62010550.96656194 - 10/17 24:00:00,33010755.4047004,0.0,43288926.24464295,0.0,16717078.567024172,0.0,29411359.76590579,0.0,2574.474612464462,2534.1707321385667,2537.4362697843564,3054.515853951521,160950270.86829338,0.0,35233267.594637479,46507913.22492146 - 10/18 01:00:00,43586952.33180803,0.0,53622575.22013098,0.0,26162982.908170787,0.0,41074236.13709533,0.0,2570.498179023578,2530.2565505050026,2533.517044328245,3049.797967463708,202909397.66595904,0.0,21139960.556782485,23253956.61246073 - 10/18 02:00:00,9126985.624867741,0.0,16798724.7930554,0.0,0.0,0.0,3570677.9290170788,0.0,1284.050395623545,1263.948347140694,1265.5770735945105,1523.4767791904117,48709777.6909172,0.0,14093307.03785499,0.0 - 10/18 03:00:00,34244472.34848243,0.0,43849906.35923224,0.0,12899649.145185203,0.0,29458234.57149893,0.0,1283.4209847426085,1263.3287898045147,1264.9567178954667,1522.7300072062706,139656233.8231347,0.0,14093307.03785499,0.0 - 10/18 04:00:00,36460378.96474046,0.0,45071823.26531383,0.0,19792336.606478029,0.0,33247879.93225772,0.0,1284.6597814213297,1264.5481928901334,1266.1776923064227,1524.199792177797,153794926.4204545,0.0,14093307.03785499,0.0 - 10/18 05:00:00,39376390.37239321,0.0,47859663.73820969,0.0,22528481.096737565,0.0,36300038.03411052,0.0,1282.102306869719,1262.0307560797247,1263.6570115217347,1521.1654462471163,165248813.11603684,0.0,14093307.03785499,0.0 - 10/18 06:00:00,44038820.16086018,0.0,52741870.914486508,0.0,26300369.432100648,0.0,41087841.85751088,0.0,1278.7173527308476,1258.6987940293598,1260.3207558981818,1517.1493273729885,183302492.7930712,0.0,14093307.03785499,0.0 - 10/18 07:00:00,29210326.341289008,0.0,41843300.132973168,0.0,17163935.25730131,0.0,29563559.76213043,0.0,5118.912984869335,5038.7754471589319,5045.268423619714,6073.394855626109,194375987.65428064,0.0,14093307.03785499,15502637.741640486 - 10/18 08:00:00,14170532.12916183,0.0,32595341.564120395,0.0,13951512.591264509,0.0,20971149.028369957,0.0,20570.09251340368,20248.06387775938,20274.15557474279,24405.629558449713,389481124.8005967,0.0,56373228.15141996,38756594.35410121 - 10/18 09:00:00,4775150.112072384,5818231.096283213,32659373.149871157,0.0,12555285.99656227,0.0,23661799.956538354,0.0,18049.290223950382,17766.725218402673,17789.61945725853,21414.793866952412,343725152.77467456,5818231.096283213,56373228.15141996,38756594.35410121 - 10/18 10:00:00,0.0,24430911.110032124,29471804.900868574,0.0,15893758.33170353,0.0,25165670.67211529,0.0,12908.48341126705,12706.398695388461,12722.772187022625,15315.42282036378,263682311.51523829,24430911.110032124,28186614.07570998,0.0 - 10/18 11:00:00,0.0,34952231.44827104,29710563.75670787,0.0,17485605.296124165,0.0,26989575.363512789,0.0,10334.609049491935,10172.818816902727,10185.927532266336,12261.619140942192,228823652.75891633,34952231.44827104,28186614.07570998,0.0 - 10/18 12:00:00,0.0,37074968.93447824,29730168.805958015,0.0,17726951.4944259,0.0,26330028.844923114,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,151147008.2842626,37074968.93447824,28186614.07570998,0.0 - 10/18 13:00:00,0.0,46763871.70118094,22230233.7711384,0.0,14634029.530147093,0.0,18092773.562202388,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,132316896.00244347,46763871.70118094,28186614.07570998,0.0 - 10/18 14:00:00,0.0,54526813.00086676,11086156.413014178,0.0,6423981.034003641,0.0,8993998.814558523,0.0,5172.520676985971,5091.5439008549769,5098.10487485431,6136.9983359910879,103901140.3008472,54526813.00086676,28186614.07570998,0.0 - 10/18 15:00:00,0.0,48321913.108991067,4392559.452479119,0.0,183283.85771231846,0.0,1497972.1090599253,0.0,7759.743205097005,7638.262977642545,7648.105659110533,9206.639105239412,122183718.82877355,48321913.108991067,28186614.07570998,0.0 - 10/18 16:00:00,0.0,30960054.245381047,4873126.456977124,0.0,0.0,0.0,83978.62870926909,0.0,12931.301692464927,12728.85975213744,12745.262187135777,15342.49583997772,198449615.1838635,30960054.245381047,28186614.07570998,0.0 - 10/18 17:00:00,0.0,5384602.404761747,17108909.715326936,0.0,0.0,0.0,10562125.903459143,0.0,12916.489419344149,12714.279367915595,12730.663014600672,15324.921643339141,220941908.0215045,5384602.404761747,35233267.594637479,0.0 - 10/18 18:00:00,9835962.47316892,0.0,40855115.71173316,0.0,17952465.005380718,0.0,31426712.033269407,0.0,18058.61640294182,17775.905394322202,17798.811462771733,21425.859022323613,370283347.44004598,0.0,14093307.03785499,0.0 - 10/18 19:00:00,10308531.128431637,0.0,29894963.67404181,0.0,7785851.493234551,0.0,17611059.76788956,0.0,18074.871540416,17791.90605458683,17814.832741520266,21445.145122439986,336056725.71586468,0.0,63419881.67034747,0.0 - 10/18 20:00:00,0.0,0.0,16539862.918238217,0.0,0.0,0.0,1870416.5069817885,0.0,10333.191535475318,10171.423494332477,10184.530411680536,12259.937314671313,173026977.3473947,0.0,63419881.67034747,69761869.8373822 - 10/18 21:00:00,3888436.8604627118,0.0,20262431.955440359,0.0,0.0,0.0,5878422.535902966,0.0,10330.927406579971,10169.194810797359,10182.298856259207,12257.251012164095,184612110.86068834,0.0,49326574.63249246,69761869.8373822 - 10/18 22:00:00,12489392.240346361,0.0,28127473.6628282,0.0,2759706.0493676776,0.0,13774862.211686869,0.0,5155.232060359965,5074.52594074744,5081.064985368187,6116.4860523114,134289746.70386229,0.0,35233267.594637479,69761869.8373822 - 10/18 23:00:00,19096142.92284315,0.0,34130242.5706205,0.0,8123580.595756901,0.0,19646180.19164881,0.0,5152.827591788684,5072.159114580195,5078.69510930385,6113.633242135783,158098480.48898003,0.0,35233267.594637479,62010550.96656194 - 10/18 24:00:00,24436956.08315967,0.0,38537567.0636398,0.0,12155249.602705395,0.0,24500383.648966079,0.0,2577.905242483881,2537.547655005048,2540.8175441606265,3058.586165514363,138203640.18426106,0.0,35233267.594637479,46507913.22492146 - 10/19 01:00:00,33645915.73092307,0.0,46734192.173957448,0.0,20246124.643782155,0.0,34232969.28621074,0.0,2578.189910665338,2537.82786665302,2541.0981168899077,3058.92391344521,173436945.14242596,0.0,21139960.556782485,23253956.61246073 - 10/19 02:00:00,1193667.5734510967,0.0,9270384.744100122,0.0,0.0,0.0,0.0,0.0,1289.094955332669,1268.91393332651,1270.5490584449538,1529.461956722605,29752923.971327478,0.0,14093307.03785499,0.0 - 10/19 03:00:00,23301868.36447028,0.0,35416111.55264083,0.0,8746266.841502933,0.0,20405103.801197813,0.0,1287.4045530922688,1267.2499946485276,1268.88297561215,1527.4563589909904,107132928.53625003,0.0,14093307.03785499,0.0 - 10/19 04:00:00,29061221.425647409,0.0,38871705.787235308,0.0,14772841.775529692,0.0,27213207.06100805,0.0,1287.4045530922688,1267.2499946485276,1268.88297561215,1527.4563589909904,129182554.02585864,0.0,14093307.03785499,0.0 - 10/19 05:00:00,31529326.061735106,0.0,40719260.605240877,0.0,17115634.837331326,0.0,29429553.411645473,0.0,1287.0678037697329,1266.9185171994562,1268.5510710205525,1527.0568187743134,138052314.07470338,0.0,14093307.03785499,0.0 - 10/19 06:00:00,34106565.80308454,0.0,42848337.369028668,0.0,19192963.59386059,0.0,31725180.440104046,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,147121104.21105273,0.0,14093307.03785499,0.0 - 10/19 07:00:00,21387218.362241888,0.0,32773547.94157521,0.0,11050639.955326599,0.0,21258365.731828795,0.0,1287.237306232231,1267.0853660692833,1268.7181348921782,1527.2579269757605,105730847.43398255,0.0,14093307.03785499,15502637.741640486 - 10/19 08:00:00,14021482.791875478,0.0,27632040.004798306,0.0,13771869.93385634,0.0,18038397.24607957,0.0,5159.604686554806,5078.830112663488,5085.374703649068,6121.674006378175,150667530.60989363,0.0,56373228.15141996,38756594.35410121 - 10/19 09:00:00,5047429.991994206,3365219.6181259469,30059684.390059424,0.0,10845734.748998916,0.0,22391992.852947706,0.0,12916.48941934415,12714.279367915595,12730.663014600672,15324.921643339141,261615714.38671867,3365219.6181259469,56373228.15141996,38756594.35410121 - 10/19 10:00:00,0.0,25061760.70377059,23172420.358805464,0.0,9898352.927898514,0.0,18270102.70920347,0.0,12930.062020316256,12727.639487287515,12744.040349850044,15341.025016294516,244814836.74140144,25061760.70377059,28186614.07570998,0.0 - 10/19 11:00:00,0.0,38184038.1094194,20832541.40534391,0.0,10515744.109955198,0.0,17824568.64130182,0.0,12934.367309635489,12731.877376499306,12748.283700014634,15346.13307772879,242711235.4265625,38184038.1094194,28186614.07570998,0.0 - 10/19 12:00:00,0.0,45430541.08194143,18556976.94003422,0.0,9702300.970485386,0.0,15354744.249342833,0.0,7759.3467616121029,7637.872740554356,7647.714919162026,9206.168740177754,159717993.5412849,45430541.08194143,28186614.07570998,0.0 - 10/19 13:00:00,0.0,50944432.037762258,8757805.060809376,0.0,4687960.761347349,0.0,5072335.174134324,0.0,7753.690917203536,7632.305439445101,7642.140444017049,9199.458296683842,134537443.34674938,50944432.037762258,28186614.07570998,0.0 - 10/19 14:00:00,0.0,49171195.89452191,275665.9503478032,0.0,0.0,0.0,0.0,0.0,7749.182165512535,7627.86727310293,7637.696558644552,9194.108834912104,116227543.34616745,49171195.89452191,28186614.07570998,0.0 - 10/19 15:00:00,0.0,35646716.1602749,0.0,0.0,0.0,0.0,0.0,0.0,7744.903474527883,7623.655565823832,7633.479424150745,9189.03233138649,115887854.86520022,35646716.1602749,28186614.07570998,0.0 - 10/19 16:00:00,0.0,26834279.97131466,0.0,0.0,0.0,0.0,0.0,0.0,18086.422858972695,17803.27653509663,17826.217874054768,21458.850320966572,270629163.3207264,26834279.97131466,28186614.07570998,0.0 - 10/19 17:00:00,0.0,6877933.88806075,1831501.1369447369,0.0,0.0,667895.5754457013,0.0,0.0,23276.148000168057,22911.755561064303,22941.27969665901,27616.26109700732,350115100.8145801,7545829.463506452,35233267.594637479,0.0 - 10/19 18:00:00,4084956.7977864767,0.0,26612513.00705642,0.0,1881798.6719937502,0.0,14089750.34809189,0.0,18102.697703208847,17819.29659361019,17842.25857604885,21478.159802403763,317541704.4559065,0.0,14093307.03785499,0.0 - 10/19 19:00:00,10807118.476824787,0.0,23910610.491461804,0.0,4837310.992984669,0.0,12557367.457434744,0.0,18090.140707973424,17806.936180477685,17829.882235262423,21463.26140688691,322797201.32886758,0.0,63419881.67034747,0.0 - 10/19 20:00:00,0.0,0.0,9025158.150578147,0.0,0.0,0.0,0.0,0.0,15521.121575986781,15278.135522252336,15297.822959279636,18415.218272273833,241269432.13783146,0.0,63419881.67034747,69761869.8373822 - 10/19 21:00:00,0.0,0.0,10358977.2093885,0.0,0.0,0.0,0.0,0.0,12933.9305812204,12731.447485149029,12747.853254705475,15345.614916135237,203890823.66334505,0.0,49326574.63249246,69761869.8373822 - 10/19 22:00:00,4607771.3435031049,0.0,14932581.538965475,0.0,0.0,0.0,329365.3614518058,0.0,10346.871930806692,10184.88972052286,10198.013990477837,12276.168581519194,174691117.44789607,0.0,35233267.594637479,69761869.8373822 - 10/19 23:00:00,9318618.445457099,0.0,18415483.352584024,0.0,0.0,0.0,5826191.355782057,0.0,7759.399963706876,7637.925109760411,7647.767355851148,9206.231862432354,149665060.604126,0.0,35233267.594637479,62010550.96656194 - 10/19 24:00:00,14838765.761708225,0.0,23381199.242214804,0.0,753259.6071356151,0.0,11225183.311039569,0.0,5172.520676985971,5091.5439008549769,5098.10487485431,6136.9983359910879,127595411.96136905,0.0,35233267.594637479,46507913.22492146 - 10/20 01:00:00,24450112.70368393,0.0,32460704.579375887,0.0,11213677.449080354,0.0,21869108.828984716,0.0,2585.722872690404,2545.242898752311,2548.5227040148949,3067.861485337112,128684063.41998588,0.0,21139960.556782485,23253956.61246073 - 10/20 02:00:00,0.0,0.0,2083226.1503745567,0.0,0.0,0.0,0.0,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,21427664.90524496,0.0,14093307.03785499,0.0 - 10/20 03:00:00,7489414.818696633,0.0,16902151.221610954,0.0,0.0,0.0,2640825.6011892857,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,46376830.39636727,0.0,14093307.03785499,0.0 - 10/20 04:00:00,13682775.971169688,0.0,19483023.11491358,0.0,1667076.1815601465,0.0,10156470.018026863,0.0,1292.9120017805477,1272.6712232001776,1274.3111899701224,1533.9907366273924,64335331.83135193,0.0,14093307.03785499,0.0 - 10/20 05:00:00,18673610.709884444,0.0,24506918.176769627,0.0,7114494.840952479,0.0,15568233.762296468,0.0,1290.7379493515048,1270.5312059674805,1272.1684151067937,1531.411306409016,85176713.44650828,0.0,14093307.03785499,0.0 - 10/20 06:00:00,22652060.606996344,0.0,28553241.22401938,0.0,10699366.660680559,0.0,19615006.93821404,0.0,1290.2735012547228,1270.0740288922964,1271.710648912285,1530.8602564712579,100826181.79782036,0.0,14093307.03785499,0.0 - 10/20 07:00:00,13191795.438060932,0.0,21385320.446411238,0.0,5155546.7037771199,0.0,12323716.139355135,0.0,1289.7724978315119,1269.5808687711379,1271.2168533039747,1530.2658350340947,71355388.52539101,0.0,14093307.03785499,15502637.741640486 - 10/20 08:00:00,13793067.197864717,0.0,18010359.038354555,0.0,13573281.801364443,0.0,16503717.980225714,0.0,1291.4625609727519,1271.2444736586209,1272.8826019161559,1532.2710304374996,81204724.41895554,0.0,56373228.15141996,38756594.35410121 - 10/20 09:00:00,3513461.2996216535,2716492.1888935726,15073627.088029458,0.0,8198896.360887444,0.0,13403736.490955135,0.0,5172.520676985971,5091.5439008549769,5098.104874854311,6136.9983359910879,117586725.27876455,2716492.1888935726,56373228.15141996,38756594.35410121 - 10/20 10:00:00,0.0,18526369.272716226,11927731.360079535,0.0,4719114.75987384,0.0,9217370.35157514,0.0,7760.1539481050199,7638.667290392145,7648.510492858379,9207.126436139397,141980265.8745103,18526369.272716226,28186614.07570998,0.0 - 10/20 11:00:00,0.0,38200506.39125261,9759213.402970585,0.0,5335654.090911162,0.0,9993636.319457885,0.0,7760.620385781293,7639.1264258995829,7648.97022000878,9207.679846637275,141211532.57531659,38200506.39125261,28186614.07570998,0.0 - 10/20 12:00:00,0.0,31045693.023861164,7894517.990101373,0.0,4371039.259750378,0.0,7949002.827643886,0.0,5172.477333370679,5091.501235792068,5098.062154813113,6136.946910446071,97610915.56141459,31045693.023861164,28186614.07570998,0.0 - 10/20 13:00:00,0.0,43832360.04406245,2405866.6865361884,0.0,1079691.5167582485,0.0,1101163.9647843757,0.0,5169.963443835032,5089.026701666068,5095.584431997321,6133.96427647309,81945462.04237625,43832360.04406245,28186614.07570998,0.0 - 10/20 14:00:00,0.0,47582861.43706924,0.0,0.0,0.0,0.0,0.0,0.0,7752.785624653624,7631.414319418941,7641.2481756917809,9198.384201630513,116005796.35702148,47582861.43706924,28186614.07570998,0.0 - 10/20 15:00:00,0.0,26354404.598914818,0.0,0.0,0.0,0.0,0.0,0.0,10335.766761133906,10173.958404352972,10187.068588191325,12262.99272161282,154655231.31104768,26354404.598914818,28186614.07570998,0.0 - 10/20 16:00:00,0.0,13329146.75214324,0.0,0.0,0.0,0.0,0.0,0.0,12923.538049279316,12721.217650234206,12737.610237604227,15333.284573694473,193376341.83892403,13329146.75214324,28186614.07570998,0.0 - 10/20 17:00:00,0.0,2063691.1559965874,6857677.552512751,0.0,0.0,0.0,0.0,0.0,15517.88025796115,15274.944947665063,15294.628273311351,18411.372572165135,239053451.33648248,2063691.1559965874,35233267.594637479,0.0 - 10/20 18:00:00,2800404.1395840838,0.0,22017996.44400377,0.0,2924951.476745091,0.0,14733798.016472742,0.0,18108.15124411414,17824.664758315255,17847.63365818205,21484.630220513438,313431437.64885529,0.0,14093307.03785499,0.0 - 10/20 19:00:00,3201270.8447366955,0.0,14082343.805891145,0.0,0.0,0.0,4283853.460160881,0.0,10347.514996636652,10185.522719037292,10198.64780467546,12276.931554579109,176398489.58053134,0.0,63419881.67034747,0.0 - 10/20 20:00:00,0.0,0.0,3437389.3764706978,0.0,0.0,0.0,0.0,0.0,7760.439717490662,7638.948586004744,7648.792150949086,9207.465490606974,119557714.77865598,0.0,63419881.67034747,69761869.8373822 - 10/20 21:00:00,0.0,0.0,9510476.058128255,0.0,0.0,0.0,0.0,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,86909676.59960225,0.0,49326574.63249246,69761869.8373822 - 10/20 22:00:00,2404759.164021484,0.0,13814312.314072844,0.0,0.0,0.0,0.0,0.0,5173.353945464986,5092.364124360507,5098.926155301546,6137.986977233626,93628543.80659274,0.0,35233267.594637479,69761869.8373822 - 10/20 23:00:00,7188965.082727334,0.0,16518883.95771033,0.0,0.0,0.0,3231808.4267247847,0.0,5173.052349776485,5092.067250208773,5098.628898597165,6137.629145461835,104344616.98572177,0.0,35233267.594637479,62010550.96656194 - 10/20 24:00:00,12607469.412905483,0.0,21443303.65022929,0.0,0.0,0.0,9277654.588661103,0.0,5172.667471467281,5091.688397241297,5098.249557438972,6137.172502039672,120727628.19326988,0.0,35233267.594637479,46507913.22492146 - 10/21 01:00:00,22721355.56950195,0.0,31096743.686713805,0.0,9533686.631202912,0.0,20408497.85448787,0.0,2585.617122685685,2545.138804283643,2548.4184754098798,3067.7360169932387,122449161.25164733,0.0,21139960.556782485,23253956.61246073 - 10/21 02:00:00,0.0,0.0,2527333.579520069,0.0,0.0,0.0,0.0,0.0,1292.0746658292708,1271.8469958994229,1273.4859005683632,1532.9972694842805,21860790.973932886,0.0,14093307.03785499,0.0 - 10/21 03:00:00,8368403.621371871,0.0,18461527.086972573,0.0,0.0,0.0,3617669.835419564,0.0,1292.1529077123876,1271.9240128912634,1273.5630168044589,1533.0901004919224,49782228.680204119,0.0,14093307.03785499,0.0 - 10/21 04:00:00,11068909.641402703,0.0,17273714.80468023,0.0,441650.81093265317,0.0,7844614.664813057,0.0,1293.377181994282,1273.1291209308868,1274.7696777487939,1534.5426551939677,55981837.01095318,0.0,14093307.03785499,0.0 - 10/21 05:00:00,11730109.124037844,0.0,17354467.776528654,0.0,2294544.253411164,0.0,8960708.278548528,0.0,1293.0911584806107,1272.8475751686795,1274.4877691861353,1534.2032992131854,59688496.71990119,0.0,14093307.03785499,0.0 - 10/21 06:00:00,11239565.799458078,0.0,16408122.767786056,0.0,2393979.1258612854,0.0,8418286.618607156,0.0,1293.4397030831779,1273.1906632404728,1274.8312993619273,1534.616834079366,57813836.91086638,0.0,14093307.03785499,0.0 - 10/21 07:00:00,7286310.0348686859,0.0,12567061.18144127,0.0,0.0,0.0,4177756.5011729106,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,101446183.43495623,0.0,14093307.03785499,15502637.741640486 - 10/21 08:00:00,18164361.52435146,0.0,22603593.034617559,0.0,12556952.985335146,0.0,16819984.34125584,0.0,20694.791976285633,20370.811147287255,20397.061016656,24553.580711088012,379803373.3503009,0.0,56373228.15141996,38756594.35410121 - 10/21 09:00:00,33098034.68814661,0.0,38234385.637727778,0.0,20610123.319745117,0.0,32961126.61880378,0.0,18107.94297924993,17824.459753876345,17847.428389574,21484.38312220201,395854841.5460715,0.0,56373228.15141996,38756594.35410121 - 10/21 10:00:00,30124493.927562156,0.0,35462700.6118827,0.0,21186022.476644689,0.0,30994527.856727665,0.0,12934.37716471186,12731.887077292618,12748.293413308409,15346.144770400711,311306273.60538616,0.0,28186614.07570998,0.0 - 10/21 11:00:00,30677818.35384724,0.0,36312710.72860615,0.0,21109158.455176295,0.0,31335215.400209384,0.0,10347.517624665423,10185.525305923782,10198.650394895418,12276.934672634929,274265963.73106947,0.0,28186614.07570998,0.0 - 10/21 12:00:00,28311225.610604377,0.0,33549689.72759408,0.0,19566023.962994115,0.0,29097580.17401109,0.0,5173.697994071408,5092.702786821814,5099.265254164,6138.395177772003,187939139.84138889,0.0,28186614.07570998,0.0 - 10/21 13:00:00,25728741.04936102,0.0,30414200.669067328,0.0,17916752.467863189,0.0,26594105.938994349,0.0,5173.555151448471,5092.562180426787,5099.124466583282,6138.225700452527,178066283.12136574,0.0,28186614.07570998,0.0 - 10/21 14:00:00,21351019.44974791,0.0,27479600.552843378,0.0,15675304.755777499,0.0,23591127.17179099,0.0,5172.318665921312,5091.345052311221,5097.9057700739099,6136.758657574106,165491033.25532977,0.0,28186614.07570998,0.0 - 10/21 15:00:00,5640907.226301723,0.0,18747490.177139924,0.0,10120747.460000035,0.0,16026385.181356427,0.0,7758.716000056018,7637.2518536881,7647.09323221967,9205.420365669108,166630063.27067653,0.0,28186614.07570998,0.0 - 10/21 16:00:00,0.0,0.0,11374012.854566519,0.0,3510643.4368782148,0.0,8477628.564997692,0.0,12929.467975608171,12727.054742460157,12743.454851519291,15340.320204924456,216827356.84468589,0.0,28186614.07570998,0.0 - 10/21 17:00:00,8664034.115528718,0.0,20485014.368141999,0.0,7699990.053076332,0.0,14723120.397670817,0.0,12933.887878621179,12731.405451066965,12747.811166458205,15345.564251131318,245103366.42461748,0.0,35233267.594637479,0.0 - 10/21 18:00:00,26099894.98457753,0.0,33160741.01635956,0.0,16592371.146342952,0.0,26037131.08209333,0.0,18107.211568342558,17823.73979334317,17846.7075012982,21483.51533108009,372830365.3280038,0.0,14093307.03785499,0.0 - 10/21 19:00:00,13625565.585760683,0.0,20319250.170401567,0.0,3724914.841322086,0.0,10454775.176081617,0.0,18108.114233489683,17824.628327099024,17847.597180020486,21484.5863088203,319078239.5515121,0.0,63419881.67034747,0.0 - 10/21 20:00:00,4978836.410501907,0.0,12000370.55390907,0.0,0.0,0.0,0.0,0.0,10342.46849074274,10180.555217134572,10193.673901639519,12270.944067972954,171734717.0033742,0.0,63419881.67034747,69761869.8373822 - 10/21 21:00:00,11515023.85972974,0.0,18654786.15771683,0.0,0.0,0.0,5165543.2574083129,0.0,10340.076490866182,10178.20066446231,10191.316314885813,12268.106051427669,190055071.552766,0.0,49326574.63249246,69761869.8373822 - 10/21 22:00:00,17746695.852920005,0.0,25001052.816475154,0.0,2395825.761892737,0.0,11992439.492990528,0.0,5163.39336450682,5082.5594781553859,5089.10887480905,6126.169128145512,134396444.9684988,0.0,35233267.594637479,69761869.8373822 - 10/21 23:00:00,20407117.087584497,0.0,27510046.297673245,0.0,5875657.048182308,0.0,14909174.33351538,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,145987483.296882,0.0,35233267.594637479,62010550.96656194 - 10/21 24:00:00,23205840.15896706,0.0,30137884.877252044,0.0,8579144.788323572,0.0,18016351.653184154,0.0,2583.652262372984,2543.204704225682,2546.481883066584,3065.404785235548,118598698.56336972,0.0,35233267.594637479,46507913.22492146 - 10/22 01:00:00,31046628.783319054,0.0,37741456.12393635,0.0,16084760.366004682,0.0,27036880.5650452,0.0,2583.4773719149259,2543.03255171037,2546.309508715185,3065.1972843830415,150566586.01850993,0.0,21139960.556782485,23253956.61246073 - 10/22 02:00:00,0.0,0.0,2441930.537259342,0.0,0.0,0.0,0.0,0.0,1291.7386859574629,1271.516275855185,1273.1547543575926,1532.5986421915207,21770360.62736168,0.0,14093307.03785499,0.0 - 10/22 03:00:00,19251156.42577701,0.0,26989059.205965148,0.0,4740049.414200311,0.0,11611473.575978786,0.0,1287.4045530922688,1267.2499946485276,1268.88297561215,1527.4563589909904,81855316.59835944,0.0,14093307.03785499,0.0 - 10/22 04:00:00,25348082.66466985,0.0,31145949.222228387,0.0,11247696.595671762,0.0,21266664.0417794,0.0,1288.8080150899912,1268.63148518686,1270.2662463420468,1529.12151307785,108292970.65925768,0.0,14093307.03785499,0.0 - 10/22 05:00:00,22786543.160100409,0.0,28060645.99738986,0.0,10451750.824108752,0.0,19217684.379933943,0.0,1290.956442650907,1270.7462787135208,1272.3837649960192,1531.6705403683548,99833349.65775664,0.0,14093307.03785499,0.0 - 10/22 06:00:00,21606647.084649519,0.0,26565451.177037125,0.0,10205154.56130842,0.0,18385132.71295222,0.0,1290.956442650907,1270.7462787135208,1272.3837649960192,1531.6705403683548,96079110.83217097,0.0,14093307.03785499,0.0 - 10/22 07:00:00,17097283.563573377,0.0,22706266.69259623,0.0,7029386.438099339,0.0,14189739.677061754,0.0,5162.951797406019,5082.124823869922,5088.673660427175,6125.645225636064,138276500.19775177,0.0,14093307.03785499,15502637.741640486 - 10/22 08:00:00,16395351.711681519,0.0,26239171.883369306,0.0,13627394.821674167,0.0,19034477.012442545,0.0,20670.580428519184,20346.978635817748,20373.197794562933,24524.85463387472,384592596.803156,0.0,56373228.15141996,38756594.35410121 - 10/22 09:00:00,12299528.00970533,0.0,28153846.719953918,0.0,15066929.840841948,0.0,23132718.473612548,0.0,18100.76802492766,17817.397124802483,17840.35665958171,21475.87031278349,349496834.68365696,0.0,56373228.15141996,38756594.35410121 - 10/22 10:00:00,0.0,1370495.8877050088,21955913.098315427,0.0,11803615.425957712,0.0,18603821.8187167,0.0,12933.722548816115,12731.24270953084,12747.648215213,15345.368093628635,245892083.98486877,1370495.8877050088,28186614.07570998,0.0 - 10/22 11:00:00,0.0,37307139.58144846,12986193.72243694,0.0,7600642.7745708939,0.0,12344641.320708557,0.0,10340.447442243982,10178.565808527088,10191.68192947599,12268.546171077343,187656746.68248425,37307139.58144846,28186614.07570998,0.0 - 10/22 12:00:00,0.0,51347676.74595156,10220234.201142747,0.0,6181990.64541703,0.0,9231911.395618439,0.0,5165.741480789368,5084.87083423949,5091.423209311383,6128.9550784816469,102929702.41233702,51347676.74595156,28186614.07570998,0.0 - 10/22 13:00:00,0.0,58302362.74559082,3045421.395596559,0.0,2286135.0356776707,0.0,1087245.6049919828,0.0,5162.824816884872,5081.999831252522,5088.5485067440299,6125.494568094869,83670725.83898086,58302362.74559082,28186614.07570998,0.0 - 10/22 14:00:00,0.0,46354895.86100778,0.0,0.0,0.0,0.0,0.0,0.0,5157.335723566575,5076.5966707141119,5083.138383681777,6118.981968404282,77169789.88692029,46354895.86100778,28186614.07570998,0.0 - 10/22 15:00:00,0.0,29921791.841135399,0.0,0.0,0.0,0.0,0.0,0.0,7736.820520542294,7615.699151990761,7625.512757666354,9179.44221502791,115766908.72281835,29921791.841135399,28186614.07570998,0.0 - 10/22 16:00:00,0.0,5751237.0007131439,0.0,0.0,0.0,0.0,0.0,0.0,12903.593506695755,12701.585343185441,12717.952632324,15309.621135249072,193077909.42283536,5751237.0007131439,28186614.07570998,0.0 - 10/22 17:00:00,0.0,0.0,6599462.280784328,0.0,0.0,0.0,783316.2254893858,0.0,12918.873470694787,12716.626096497594,12733.012767181974,15327.75022926184,200689323.73536403,0.0,35233267.594637479,0.0 - 10/22 18:00:00,960062.5982704138,0.0,15387618.448978618,0.0,3478860.698819772,0.0,9990232.595466346,0.0,18085.221682874773,17802.094163634596,17825.03397898642,21457.425171378094,300427964.33028116,0.0,14093307.03785499,0.0 - 10/22 19:00:00,0.0,0.0,2886450.93621774,0.0,0.0,0.0,0.0,0.0,18086.422858972695,17803.27653509663,17826.217874054768,21458.850320966572,273515614.2569441,0.0,63419881.67034747,0.0 - 10/22 20:00:00,0.0,2177744.4452348637,0.0,0.0,0.0,4381190.580186591,0.0,716792.3438237027,10338.830439423453,10176.974120187368,10190.088190083381,12266.627658955578,154701073.4711392,7275727.369245158,63419881.67034747,69761869.8373822 - 10/22 21:00:00,0.0,4687268.124953016,0.0,0.0,0.0,9284799.180925396,0.0,6400319.823350644,10340.94954373288,10179.060049523512,10192.176807352382,12269.141895327528,154732781.8653707,20372387.129229059,49326574.63249246,69761869.8373822 - 10/22 22:00:00,0.0,0.0,0.0,0.0,0.0,5712934.471872927,0.0,241679.66795798334,5170.716593659504,5089.768060789537,5096.3267464376899,6134.8578599903289,77370009.33915742,5954614.139830911,35233267.594637479,69761869.8373822 - 10/22 23:00:00,0.0,0.0,1339901.3796377434,0.0,0.0,3748821.953991557,0.0,0.0,5170.47477186644,5089.530024761756,5096.088403676191,6134.570947663764,78706292.3123231,3748821.953991557,35233267.594637479,62010550.96656194 - 10/22 24:00:00,0.0,0.0,3584914.762385847,0.0,0.0,1873049.9363983996,0.0,0.0,2582.4770040741007,2542.0478448147116,2545.3235329241845,3064.01038612629,42226806.32696728,1873049.9363983996,35233267.594637479,46507913.22492146 - 10/23 01:00:00,0.0,0.0,9629798.161945712,0.0,0.0,0.0,0.0,0.0,2582.0649158402345,2541.6422078990219,2544.9173733039267,3063.521459167183,48265523.60430302,0.0,21139960.556782485,23253956.61246073 - 10/23 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.5928738006206,1270.3884016014093,1272.025426722721,1531.239179805766,19311285.174949863,0.0,14093307.03785499,0.0 - 10/23 03:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1291.2385020370503,1271.0239224073558,1272.6617664620922,1532.005193063145,19320945.782290717,0.0,14093307.03785499,0.0 - 10/23 04:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.8172457546473,1270.609260970639,1272.2465706917909,1531.5053885644148,19314642.47753337,0.0,14093307.03785499,0.0 - 10/23 05:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.1166853242785,1269.919667944497,1271.5560890546495,1530.674200355818,19304159.913645276,0.0,14093307.03785499,0.0 - 10/23 06:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1290.2391601998252,1270.0402254530196,1271.6768019138265,1530.8195121205006,19305992.51887382,0.0,14093307.03785499,0.0 - 10/23 07:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,5165.741480789368,5084.87083423949,5091.423209311383,6128.9550784816469,77295566.1701588,0.0,14093307.03785499,15502637.741640486 - 10/23 08:00:00,799998.5220298987,0.0,6311986.003318224,0.0,0.0,0.0,0.0,0.0,20635.769057985257,20312.712243783586,20338.887246785136,24483.552271567918,315887299.47778698,0.0,56373228.15141996,38756594.35410121 - 10/23 09:00:00,0.0,20023774.8359424,0.0,0.0,0.0,7611639.072123349,0.0,819655.6153481364,18056.2979257371,17773.623213310635,17796.526340936995,21423.108237621927,270178400.583384,28455069.52341388,56373228.15141996,38756594.35410121 - 10/23 10:00:00,0.0,42395202.512446958,0.0,0.0,0.0,0.0,0.0,337621.85172083068,12909.259973354441,12707.163100251506,12723.537576899356,15316.344181637272,193162697.39571328,42732824.36416779,28186614.07570998,0.0 - 10/23 11:00:00,0.0,4467993.969216955,3163570.061364239,0.0,0.0,0.0,1399214.7980937444,0.0,10339.387885005946,10177.522838855273,10190.637615831298,12267.289046860198,159272199.45104779,4467993.969216955,28186614.07570998,0.0 - 10/23 12:00:00,0.0,9669496.58624621,9869173.347676056,0.0,3703204.1291599778,0.0,9790182.671903478,0.0,5173.131920779821,5092.1455755132069,5098.707324831749,6137.723553419881,100768710.29710029,9669496.58624621,28186614.07570998,0.0 - 10/23 13:00:00,0.0,11763891.006824637,11505460.010661327,0.0,6782527.392728661,0.0,10127679.354390523,0.0,5173.659639222243,5092.665032424967,5099.22745111676,6138.349671207563,105829713.21607803,11763891.006824637,28186614.07570998,0.0 - 10/23 14:00:00,0.0,12266.906300777917,13325501.484439597,0.0,7393869.055220794,0.0,12151146.062227965,0.0,5173.659639222243,5092.665032424967,5099.22745111676,6138.349671207563,110284563.06018587,12266.906300777917,28186614.07570998,0.0 - 10/23 15:00:00,0.0,0.0,15524694.176575769,0.0,7879782.564010188,0.0,13293645.571091893,0.0,7760.620385781293,7639.1264258995829,7648.97022000878,9207.679846637275,152821151.07365478,0.0,28186614.07570998,0.0 - 10/23 16:00:00,715817.8326679017,0.0,17643089.543867768,0.0,7838442.279748037,0.0,14129733.452237027,0.0,12934.267979988985,12731.779601876948,12748.185799399696,15346.015226894859,233863978.09789849,0.0,28186614.07570998,0.0 - 10/23 17:00:00,13940158.950334752,0.0,25065215.68387989,0.0,10878257.61237546,0.0,18893119.25563924,0.0,12933.9305812204,12731.447485149029,12747.853254705475,15345.614916135237,262308597.95618589,0.0,35233267.594637479,0.0 - 10/23 18:00:00,26045421.054096376,0.0,36242288.389259409,0.0,18657225.82844193,0.0,29068226.987614454,0.0,18099.319858799794,17815.971629985495,17838.929327869155,21474.15211895267,380835304.82759776,0.0,14093307.03785499,0.0 - 10/23 19:00:00,17306249.169877415,0.0,27078574.560608489,0.0,8256273.746844277,0.0,16698265.27527119,0.0,18090.140707973424,17806.936180477685,17829.882235262423,21463.26140688691,340024156.66276296,0.0,63419881.67034747,0.0 - 10/23 20:00:00,6130582.115113143,0.0,15537242.460496575,0.0,0.0,0.0,2218669.3415888848,0.0,10337.830774615617,10175.990105318584,10189.102907211005,12265.441594820632,178572609.2922756,0.0,63419881.67034747,69761869.8373822 - 10/23 21:00:00,9594895.4701819,0.0,18471135.006101319,0.0,0.0,0.0,5516899.884131072,0.0,10337.2232616991,10175.392103130107,10188.50413443567,12264.720803935379,188259955.45193524,0.0,49326574.63249246,69761869.8373822 - 10/23 22:00:00,16157946.006624282,0.0,24960603.563680445,0.0,2803427.766574826,0.0,12116858.956145412,0.0,5161.094005018891,5080.2961155691859,5086.84259564914,6123.441025885031,133264861.76466505,0.0,35233267.594637479,69761869.8373822 - 10/23 23:00:00,22973144.620504574,0.0,32012287.271817857,0.0,8912072.474536483,0.0,18922880.005786849,0.0,5151.57097647315,5070.922171811848,5077.456572608493,6112.142316031858,159903915.70557703,0.0,35233267.594637479,62010550.96656194 - 10/23 24:00:00,29553244.25806731,0.0,38531649.703568909,0.0,14398626.565342915,0.0,25825118.92698948,0.0,2573.0915582793365,2532.8093299247177,2536.0731132647995,3052.8749129552936,146810095.54589553,0.0,35233267.594637479,46507913.22492146 - 10/24 01:00:00,37989284.26393527,0.0,46686338.34570698,0.0,22339510.757370719,0.0,35440326.21524881,0.0,2574.8091061845377,2534.499989297055,2537.7659512243,3054.9127179819809,180982615.53513814,0.0,21139960.556782485,23253956.61246073 - 10/24 02:00:00,3944604.260546332,0.0,10807904.478487347,0.0,0.0,0.0,0.0,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,33977989.10362671,0.0,14093307.03785499,0.0 - 10/24 03:00:00,27257472.313465176,0.0,35810063.11481932,0.0,11393317.386743315,0.0,22446889.33905655,0.0,1285.4410549833106,1265.317235468755,1266.9477258749017,1525.126743436042,116141940.08923118,0.0,14093307.03785499,0.0 - 10/24 04:00:00,30127319.47603559,0.0,37470246.88794267,0.0,15963612.648871135,0.0,27370293.269831018,0.0,1284.858450856674,1264.7437521184057,1266.373503532721,1524.4355058791544,130156952.64727344,0.0,14093307.03785499,0.0 - 10/24 05:00:00,31151037.54817262,0.0,38244392.19519158,0.0,17161189.89020754,0.0,28481893.45101043,0.0,1286.0035139348937,1265.8708890205244,1267.5020928657828,1525.7940795117173,134281127.15578068,0.0,14093307.03785499,0.0 - 10/24 06:00:00,30877296.339374715,0.0,37774201.86500801,0.0,17166869.672668704,0.0,28189850.178525796,0.0,1287.5695427450826,1267.4124013575477,1269.0455915987912,1527.6521129160117,133274264.79059997,0.0,14093307.03785499,0.0 - 10/24 07:00:00,26164041.557463834,0.0,33742478.65545304,0.0,13609335.016493598,0.0,23695245.925964025,0.0,5149.618212369075,5068.99997859411,5075.5319024486,6109.825435963961,174265413.0611272,0.0,14093307.03785499,15502637.741640486 - 10/24 08:00:00,26771745.82214309,0.0,40492469.84491106,0.0,21586831.36121486,0.0,32158747.925323439,0.0,20620.92824143986,20298.103762989762,20324.25994147275,24465.9442092456,429563045.1121251,0.0,56373228.15141996,38756594.35410121 - 10/24 09:00:00,18259885.77439928,0.0,42975379.40195892,0.0,25863089.056131126,0.0,37365970.25527342,0.0,18065.502605108322,17782.68379170917,17805.598594815587,21434.02923833167,394780455.71563586,0.0,56373228.15141996,38756594.35410121 - 10/24 10:00:00,18570179.361938877,0.0,42749382.94575351,0.0,26400312.08153768,0.0,38559886.97045556,0.0,12897.724978315118,12695.808687711376,12712.168533039747,15302.658350340947,319269859.3375515,0.0,28186614.07570998,0.0 - 10/24 11:00:00,10384789.056362523,0.0,39994509.858022477,0.0,25429136.94286799,0.0,37122929.459932807,0.0,10325.002147076286,10163.36231233656,10176.45884202883,12250.220917944032,267425524.50697435,0.0,28186614.07570998,0.0 - 10/24 12:00:00,2695907.4960205799,0.0,36139166.06821395,0.0,23222904.039979254,0.0,33370259.52235524,0.0,5168.61163084955,5087.6960515650539,5094.252067217835,6132.3604019676899,172766749.6723295,0.0,28186614.07570998,0.0 - 10/24 13:00:00,0.0,7207989.629173377,28389149.034101778,0.0,19559844.590072264,0.0,25315813.69579995,0.0,5168.61163084955,5087.6960515650539,5094.252067217835,6132.3604019676899,150603319.86573447,7207989.629173377,28186614.07570998,0.0 - 10/24 14:00:00,0.0,18700303.07253959,20198828.45053273,0.0,13596114.366509932,0.0,18678441.268986148,0.0,5170.295904569926,5089.353957666137,5095.912109700148,6134.358728444236,129837098.60739842,18700303.07253959,28186614.07570998,0.0 - 10/24 15:00:00,0.0,27345070.948123896,12450967.69367471,0.0,5676222.109189556,0.0,10486443.9744096,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,144670150.34639878,27345070.948123896,28186614.07570998,0.0 - 10/24 16:00:00,0.0,14541118.568028339,12794275.383984713,0.0,2349267.5643725,0.0,8936060.58026572,0.0,12923.02482444315,12720.712460028592,12737.104396409468,15332.675652017357,217448265.92705778,14541118.568028339,28186614.07570998,0.0 - 10/24 17:00:00,897485.8267186617,0.0,28222033.04954979,0.0,11393693.877468132,0.0,21075685.466716663,0.0,12899.011716387015,12697.075281658717,12713.436759122667,15304.185015945439,254598249.80366308,0.0,35233267.594637479,0.0 - 10/24 18:00:00,27601180.982718149,0.0,48197504.29554446,0.0,24796076.781887678,0.0,38623681.91203113,0.0,18039.167890440334,17756.76135191204,17779.642751308933,21402.784104635957,409140525.92605158,0.0,14093307.03785499,0.0 - 10/24 19:00:00,20852601.98412279,0.0,37973159.78691672,0.0,13712061.385020907,0.0,25365008.89520462,0.0,18034.896571260393,17752.55690103068,17775.43288256347,21397.71634747524,367761001.77965226,0.0,63419881.67034747,0.0 - 10/24 20:00:00,13682745.671323743,0.0,29660471.23932433,0.0,4415276.824713458,0.0,14036087.89244121,0.0,10275.671048922764,10114.80350172734,10127.837458435844,12191.691453068664,215550594.09155933,0.0,63419881.67034747,69761869.8373822 - 10/24 21:00:00,21381330.11301854,0.0,36825927.21909908,0.0,9486430.116388293,0.0,21124354.818081079,0.0,10270.74251485777,10109.952124782549,10122.979829996691,12185.84393553426,242500308.52520354,0.0,49326574.63249246,69761869.8373822 - 10/24 22:00:00,26539684.028896046,0.0,41005846.37732697,0.0,13145053.297016858,0.0,25747178.012179264,0.0,5134.5320402368229,5054.14998330091,5060.662771420757,6091.926268603637,183266337.5442428,0.0,35233267.594637479,69761869.8373822 - 10/24 23:00:00,29686445.001691287,0.0,43327603.08672851,0.0,15432714.573407874,0.0,28473992.506428586,0.0,5133.683938970434,5053.315159218059,5059.826871581867,6090.920028825082,193736640.76319988,0.0,35233267.594637479,62010550.96656194 - 10/24 24:00:00,36250358.81342623,0.0,49643586.69687173,0.0,20468491.412907166,0.0,34996214.414867948,0.0,2562.8263075072566,2522.7047835684554,2525.9555461692077,3040.695584762933,179706507.3373013,0.0,35233267.594637479,46507913.22492146 - 10/25 01:00:00,45967755.494070697,0.0,58856867.59710724,0.0,29247047.376439997,0.0,45692739.4660984,0.0,2562.3580673018097,2522.243873750775,2525.4940424221829,3040.1400356329975,218105259.60250429,0.0,21139960.556782485,23253956.61246073 - 10/25 02:00:00,8210815.923707021,0.0,18006260.50676731,0.0,0.0,0.0,3674451.0302570678,0.0,1283.2067404418513,1263.1178995382534,1264.7455558755719,1522.4758145216302,49092293.0980897,0.0,14093307.03785499,0.0 - 10/25 03:00:00,31705008.830745955,0.0,43082223.59680271,0.0,12833283.065474814,0.0,28941360.001025738,0.0,1282.327614830443,1262.2525368022924,1263.8790780314,1521.4327655419818,135749486.67679126,0.0,14093307.03785499,0.0 - 10/25 04:00:00,38011924.5037291,0.0,48549026.73916623,0.0,22489530.21101538,0.0,36787236.68784836,0.0,1276.0383038231703,1256.0616861321083,1257.6802498182404,1513.970738109613,164931221.66213838,0.0,14093307.03785499,0.0 - 10/25 05:00:00,42289731.37715929,0.0,52701678.38628033,0.0,26279327.059203689,0.0,41201889.43679754,0.0,1274.6180615412266,1254.6636780080342,1256.2804402180069,1512.2856748560676,181544878.53608487,0.0,14093307.03785499,0.0 - 10/25 06:00:00,43586072.288244049,0.0,53853571.61642044,0.0,27209744.21635928,0.0,42269341.61855086,0.0,1277.1358476833853,1257.142047738445,1258.762003580777,1515.2729320039335,186028655.93119816,0.0,14093307.03785499,0.0 - 10/25 07:00:00,32257017.134323539,0.0,44495858.748849648,0.0,19248357.93781811,0.0,32275607.4201991,0.0,5121.85399040182,5041.670410701161,5048.167117617951,6076.88424642532,204915713.9957169,0.0,14093307.03785499,15502637.741640486 - 10/25 08:00:00,14146915.074952545,0.0,31203861.91603995,0.0,13846094.007661153,0.0,20347069.657969636,0.0,20593.084860315725,20270.696275191294,20296.81713632884,24432.909100389013,387680567.1966328,0.0,56373228.15141996,38756594.35410121 - 10/25 09:00:00,4800978.129874407,8602207.610384888,30036259.84262467,0.0,10926273.712913996,0.0,21161791.751528115,0.0,18065.502605108322,17782.68379170917,17805.59859481559,21434.029238331674,337241434.6648143,8602207.610384888,56373228.15141996,38756594.35410121 - 10/25 10:00:00,0.0,21585275.527741508,29739402.93250776,0.0,14663030.973650009,0.0,24744527.72767795,0.0,12916.489419344149,12714.279367915595,12730.663014600672,15324.921643339141,262417834.03655414,21585275.527741508,28186614.07570998,0.0 - 10/25 11:00:00,0.0,34369523.970358017,27229238.376990025,0.0,14894502.504430099,0.0,23894901.0349832,0.0,10346.707890929973,10184.728248721014,10197.852310603092,12275.973954467252,220837586.5734001,34369523.970358017,28186614.07570998,0.0 - 10/25 12:00:00,0.0,42399057.47646028,25077607.32534586,0.0,14132036.62405915,0.0,21415304.11802283,0.0,5173.758812332711,5092.762652961891,5099.325197447709,6138.467336317464,138040478.46404303,42399057.47646028,28186614.07570998,0.0 - 10/25 13:00:00,0.0,49737144.085698749,16892465.15427174,0.0,10323018.517893952,0.0,12318425.321532913,0.0,5173.328982784847,5092.339552475782,5098.901551753439,6137.957359966525,116943007.80282875,49737144.085698749,28186614.07570998,0.0 - 10/25 14:00:00,0.0,51769562.335363548,6801732.88739257,0.0,3202019.135795624,0.0,4698833.339051338,0.0,5173.131920779821,5092.1455755132069,5098.707324831749,6137.723553419881,92108735.5106003,51769562.335363548,28186614.07570998,0.0 - 10/25 15:00:00,0.0,42574766.820371057,1717852.4551974494,0.0,0.0,0.0,150430.88210774878,0.0,7759.5292614173599,7638.052383291116,7647.894793386788,9206.385269230244,117974985.48367702,42574766.820371057,28186614.07570998,0.0 - 10/25 16:00:00,0.0,22472146.72189351,4915498.918840304,0.0,0.0,0.0,279645.851569806,0.0,12934.317722604457,12731.828565762497,12748.234826380209,15346.074244609325,198732784.06409348,22472146.72189351,28186614.07570998,0.0 - 10/25 17:00:00,0.0,1145007.2483369937,18499283.819967323,0.0,1977357.112973911,0.0,12001825.532432234,0.0,12933.589913508364,12731.112150653576,12747.517488097295,15345.210726898993,226005215.47034309,1145007.2483369937,35233267.594637479,0.0 - 10/25 18:00:00,16329328.157627309,0.0,34819075.335890557,0.0,15138044.940334864,0.0,26169523.348625367,0.0,18102.086828442756,17818.695282202523,17841.65648979006,21477.43502281232,363319516.82616969,0.0,14093307.03785499,0.0 - 10/25 19:00:00,11571342.118721795,0.0,27163160.084415728,0.0,6566570.3533971239,0.0,15484055.754464915,0.0,18081.79659969841,17798.72270077431,17821.658171652118,21453.3614409328,331345068.39800706,0.0,63419881.67034747,0.0 - 10/25 20:00:00,4056834.4688057817,0.0,18300203.36461334,0.0,0.0,0.0,3712398.8567081869,0.0,10326.78672901364,10165.118956310771,10178.2177496181,12252.338256291025,180590298.77856804,0.0,63419881.67034747,69761869.8373822 - 10/25 21:00:00,10154760.758687638,0.0,23739568.797851515,0.0,96622.76986071957,0.0,9274401.753774114,0.0,10321.21339641694,10159.632875275576,10172.724599207539,12245.725709912223,197702821.7710982,0.0,49326574.63249246,69761869.8373822 - 10/25 22:00:00,14982793.76366786,0.0,27795697.9601954,0.0,4506634.152404079,0.0,13605666.167704028,0.0,5162.501073538143,5081.68115616828,5088.229421014415,6125.110458972016,138137871.63886563,0.0,35233267.594637479,69761869.8373822 - 10/25 23:00:00,18482642.925493204,0.0,30653665.075324686,0.0,6623459.161518643,0.0,16602981.930149895,0.0,5161.094005018891,5080.2961155691859,5086.84259564914,6123.441025885031,149588774.5641265,0.0,35233267.594637479,62010550.96656194 - 10/25 24:00:00,25481635.97782132,0.0,37315718.25023124,0.0,12064784.086645972,0.0,23578799.048430943,0.0,2577.023984348619,2536.680193130292,2539.948964472705,3057.540586376566,137001234.78511093,0.0,35233267.594637479,46507913.22492146 - 10/26 01:00:00,35900759.36412732,0.0,47292941.29794123,0.0,21255319.933073138,0.0,34894708.59788948,0.0,2576.7211565019408,2536.382106110046,2539.650493336908,3057.1812926961317,177899495.36815328,0.0,21139960.556782485,23253956.61246073 - 10/26 02:00:00,1892040.1274722415,0.0,9064440.90020836,0.0,0.0,0.0,0.0,0.0,1289.094955332669,1268.91393332651,1270.5490584449538,1529.461956722605,30245352.68145686,0.0,14093307.03785499,0.0 - 10/26 03:00:00,21611979.478951135,0.0,32129319.846721963,0.0,7139466.934046557,0.0,17857730.41921595,0.0,1288.9526212419406,1268.773827502524,1270.4087720803132,1529.2930827571816,98025238.57183066,0.0,14093307.03785499,0.0 - 10/26 04:00:00,25449980.45924161,0.0,34091203.92139679,0.0,12308049.98114183,0.0,23304579.982032803,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,114436194.74439067,0.0,14093307.03785499,0.0 - 10/26 05:00:00,27549451.576107507,0.0,35734065.77942932,0.0,14727193.476270862,0.0,25508874.337230915,0.0,1287.5695427450826,1267.4124013575477,1269.0455915987912,1527.6521129160117,122785631.90406138,0.0,14093307.03785499,0.0 - 10/26 06:00:00,29473440.031425168,0.0,37408945.91187017,0.0,16516615.171122499,0.0,27442161.190723167,0.0,1287.237306232231,1267.0853660692833,1268.7181348921782,1527.2579269757605,130102237.74815104,0.0,14093307.03785499,0.0 - 10/26 07:00:00,22407983.224753385,0.0,32337996.950746359,0.0,11912055.445736254,0.0,21781189.570332197,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323997,1526.4374564776468,107689953.23753166,0.0,14093307.03785499,15502637.741640486 - 10/26 08:00:00,13925854.728068304,0.0,26523907.03362116,0.0,13657861.199541307,0.0,18205953.998922338,0.0,5157.491207557575,5076.749720574226,5083.291630762258,6119.166444224415,149485693.3713796,0.0,56373228.15141996,38756594.35410121 - 10/26 09:00:00,6631207.009124857,0.0,33857311.317092347,0.0,17826005.071261985,0.0,30190686.235117027,0.0,12917.386859574628,12715.162758551849,12731.547543575927,15325.986421915206,281789510.53361967,0.0,56373228.15141996,38756594.35410121 - 10/26 10:00:00,0.0,0.0,26946709.451207837,0.0,15313937.756599743,0.0,24115259.294404977,0.0,12919.11276782449,12716.861647386091,12733.248621601833,15328.034146171698,259686032.3609554,0.0,28186614.07570998,0.0 - 10/26 11:00:00,0.0,0.0,24142561.79116984,0.0,14388280.257571759,0.0,22804021.29728181,0.0,12928.61436345202,12726.21449376155,12742.613520074474,15339.30742668556,254787162.6403284,0.0,28186614.07570998,0.0 - 10/26 12:00:00,0.0,6208594.180355512,19638639.842462019,0.0,11854545.010964349,0.0,18636785.319698708,0.0,7760.5607879933909,7639.067761126168,7648.911479639818,9207.609136136916,166252107.16675175,6208594.180355512,28186614.07570998,0.0 - 10/26 13:00:00,0.0,7297945.579520664,15795234.923143534,0.0,9300247.448803576,0.0,13824859.124772802,0.0,7760.620385781293,7639.1264258995829,7648.97022000878,9207.679846637275,155043370.25869686,7297945.579520664,28186614.07570998,0.0 - 10/26 14:00:00,0.0,4644680.4208015999,11644988.899668316,0.0,6036296.235795124,0.0,10457970.270712559,0.0,7759.852619251282,7638.370678897825,7648.213499149874,9206.768920956867,144250795.99189706,4644680.4208015999,28186614.07570998,0.0 - 10/26 15:00:00,0.0,12768011.826526132,7921247.087566549,0.0,2186333.365144708,0.0,6251500.185794457,0.0,7760.233529289669,7638.745625718503,7648.588929127801,9207.220856177182,132476320.82363309,12768011.826526132,28186614.07570998,0.0 - 10/26 16:00:00,0.0,0.0,18020172.561207847,0.0,6748869.64079754,0.0,13187421.614900195,0.0,18107.975171984577,17824.491442627725,17847.460119159572,21484.4213176528,308908116.8020344,0.0,28186614.07570998,0.0 - 10/26 17:00:00,7380855.638529125,0.0,24710329.153763135,0.0,9181681.358704206,0.0,17460187.24447093,0.0,23278.199891120632,22913.775329281238,22943.302067553443,27618.695587297058,407047355.74637588,0.0,35233267.594637479,0.0 - 10/26 18:00:00,22550012.87168569,0.0,35894953.075999449,0.0,17049415.246913185,0.0,27692292.777793927,0.0,18102.086828442756,17818.695282202523,17841.65648979006,21477.43502281232,374050219.01608386,0.0,14093307.03785499,0.0 - 10/26 19:00:00,15202842.83861902,0.0,27458135.86496815,0.0,7688507.822985875,0.0,16585299.30117264,0.0,18097.742385640675,17814.418852462964,17837.374549434295,21472.28050726523,337733324.4890371,0.0,63419881.67034747,0.0 - 10/26 20:00:00,5478227.693620234,0.0,17035045.11947396,0.0,0.0,0.0,3157620.886011361,0.0,15505.834892548652,15263.088154695157,15282.756201653507,18397.081205903072,257686431.33638696,0.0,63419881.67034747,69761869.8373822 - 10/26 21:00:00,16085584.758906415,0.0,28147811.909146735,0.0,1729861.4090618734,0.0,12583767.357053502,0.0,12912.66995454923,12710.51969755456,12726.898499520636,15320.389994157906,251760746.75898493,0.0,49326574.63249246,69761869.8373822 - 10/26 22:00:00,26192260.974670836,0.0,37968025.68403056,0.0,8698645.260364546,0.0,21393832.60966032,0.0,10325.903594812038,10164.249647739844,10177.34732085435,12251.290451272129,248760412.18156836,0.0,35233267.594637479,69761869.8373822 - 10/26 23:00:00,33619092.62886076,0.0,44813147.48912208,0.0,13788701.515698558,0.0,27878432.434144144,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,235857548.68466527,0.0,35233267.594637479,62010550.96656194 - 10/26 24:00:00,40189113.10965825,0.0,50884331.62494182,0.0,18875476.014060249,0.0,34287424.059813518,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,221408461.21970038,0.0,35233267.594637479,46507913.22492146 - 10/27 01:00:00,49784843.77966684,0.0,59977662.53143166,0.0,27620315.960807526,0.0,44896691.3619677,0.0,2577.905242483881,2537.547655005048,2540.8175441606265,3058.586165514363,220852997.41966383,0.0,21139960.556782485,23253956.61246073 - 10/27 02:00:00,11853362.794858743,0.0,20562917.16985351,0.0,0.0,0.0,4164997.702609584,0.0,1288.6611382643442,1268.4869077453182,1270.121482597715,1528.9472493308529,55863658.06789946,0.0,14093307.03785499,0.0 - 10/27 03:00:00,36399240.454299,0.0,45047029.36388205,0.0,12169565.811527335,0.0,29485427.041427494,0.0,1288.8080150899912,1268.63148518686,1270.2662463420466,1529.12151307785,142385840.80604417,0.0,14093307.03785499,0.0 - 10/27 04:00:00,37658551.182540077,0.0,45574599.08503639,0.0,18468024.148054698,0.0,32573352.39704333,0.0,1288.9526212419406,1268.773827502524,1270.4087720803132,1529.2930827571816,153561268.70556955,0.0,14093307.03785499,0.0 - 10/27 05:00:00,37374123.18509028,0.0,44895465.15606439,0.0,19064949.51493584,0.0,32568464.8522986,0.0,1289.6415440962367,1269.4519651410179,1271.0877835683703,1530.110463426002,153200053.03082297,0.0,14093307.03785499,0.0 - 10/27 06:00:00,35917800.18814619,0.0,43015964.583444479,0.0,18577542.32406055,0.0,31334577.46438024,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.1412083211383,148155934.16361953,0.0,14093307.03785499,0.0 - 10/27 07:00:00,30354236.44242616,0.0,37044450.65640913,0.0,14254608.012691124,0.0,25437975.849206933,0.0,1291.3659258224964,1271.1493513496699,1272.787357032401,1532.156376520512,126414123.39934364,0.0,14093307.03785499,15502637.741640486 - 10/27 08:00:00,40255178.09373929,0.0,46687112.5315114,0.0,25110743.97784745,0.0,38074948.31185755,0.0,1292.4428403833552,1272.2094066121802,1273.8487782843145,1533.434094538615,169466949.34630219,0.0,56373228.15141996,38756594.35410121 - 10/27 09:00:00,42800585.16323347,0.0,48839952.53015788,0.0,29870309.839849667,0.0,42425105.46786789,0.0,5171.23424537137,5090.277608567286,5096.836950819759,6135.472033986477,241313708.0205905,0.0,56373228.15141996,38756594.35410121 - 10/27 10:00:00,40250927.117089729,0.0,46725161.76134649,0.0,27532224.964077169,0.0,40051911.79579137,0.0,7758.0372121897539,7636.583692372509,7646.424209910027,9204.615009776711,270644602.08560118,0.0,28186614.07570998,0.0 - 10/27 11:00:00,38088443.27581183,0.0,44770731.22779387,0.0,25551265.540694909,0.0,37910812.94684321,0.0,7759.00120720092,7637.532595861943,7647.374336158459,9205.758753059508,262420053.8033548,0.0,28186614.07570998,0.0 - 10/27 12:00:00,31508048.143366293,0.0,37467840.42028899,0.0,21560502.79019411,0.0,32083932.620673215,0.0,5173.67146497347,5092.676673041853,5099.2391067337689,6138.363702009978,200034547.38285525,0.0,28186614.07570998,0.0 - 10/27 13:00:00,30420601.19453644,0.0,36565382.4495077,0.0,20590771.497605716,0.0,31049852.28413775,0.0,5173.435965403346,5092.44486026143,5099.0069952389189,6138.084290759597,196037307.02777548,0.0,28186614.07570998,0.0 - 10/27 14:00:00,33442047.477229485,0.0,39644476.743118409,0.0,21194155.285258425,0.0,32466938.941613195,0.0,7760.507197460206,7639.015009562778,7648.858660100654,9207.545553014968,242868953.5597185,0.0,28186614.07570998,0.0 - 10/27 15:00:00,33155891.23152947,0.0,39305498.554213929,0.0,20759605.283260697,0.0,31932597.795624108,0.0,10347.34292994694,10185.353346083706,10198.478213467537,12276.727404019955,279982039.68129357,0.0,28186614.07570998,0.0 - 10/27 16:00:00,37430321.01182088,0.0,43795846.58935426,0.0,23022482.90325281,0.0,35194642.81546709,0.0,12930.498359434892,12728.068995435851,12744.470411463466,15341.54271600269,332923783.0563079,0.0,28186614.07570998,0.0 - 10/27 17:00:00,39255796.01415152,0.0,45928631.090181309,0.0,23431207.496642017,0.0,36124914.24224758,0.0,15515.523085964345,15272.6246776356,15292.305013377128,18408.575877569714,376901051.9995909,0.0,35233267.594637479,0.0 - 10/27 18:00:00,40926895.42901762,0.0,47273108.39221796,0.0,25369050.456762338,0.0,38147396.21919911,0.0,18100.768024927664,17817.397124802483,17840.35665958171,21475.87031278349,422560262.13674029,0.0,14093307.03785499,0.0 - 10/27 19:00:00,27543995.177083114,0.0,33577689.40649352,0.0,12981829.96654674,0.0,22658681.3152719,0.0,10342.46849074274,10180.555217134572,10193.673901639519,12270.944067972954,251517705.9043585,0.0,63419881.67034747,0.0 - 10/27 20:00:00,13017572.767646339,0.0,19210925.289542706,0.0,0.0,0.0,5545075.735242284,0.0,7756.851368057055,7635.416412850927,7645.255426229639,9203.208050979718,153840206.32165376,0.0,63419881.67034747,69761869.8373822 - 10/27 21:00:00,15184337.501311595,0.0,21369480.469582298,0.0,502558.56673816448,0.0,8132754.757877392,0.0,5171.23424537137,5090.277608567286,5096.836950819759,6135.472033986477,122566886.31499106,0.0,49326574.63249246,69761869.8373822 - 10/27 22:00:00,18342183.16484016,0.0,24603821.38164766,0.0,3560262.8037872517,0.0,11571812.763621349,0.0,5171.23424537137,5090.277608567286,5096.836950819759,6135.472033986477,135455835.13337804,0.0,35233267.594637479,69761869.8373822 - 10/27 23:00:00,22601695.01620684,0.0,29597078.904544955,0.0,6227973.956860047,0.0,15733108.80979833,0.0,5171.23424537137,5090.277608567286,5096.836950819759,6135.472033986477,151537611.70689179,0.0,35233267.594637479,62010550.96656194 - 10/27 24:00:00,26717878.119690226,0.0,33960688.898156139,0.0,9651124.443613483,0.0,20257165.73238426,0.0,5171.64800712219,5090.68489280071,5097.244759880489,6135.9629465095699,167970803.37657077,0.0,35233267.594637479,46507913.22492146 - 10/28 01:00:00,34637594.00087362,0.0,41748811.173922117,0.0,17376153.32383622,0.0,29620015.860659824,0.0,2585.617122685685,2545.138804283643,2548.4184754098798,3067.7360169932387,162071451.86903257,0.0,21139960.556782485,23253956.61246073 - 10/28 02:00:00,508130.5773653175,0.0,4067236.671587485,0.0,0.0,0.0,0.0,0.0,1292.7533772808147,1272.5150819965798,1274.1548475626462,1533.8025347135286,23918980.27854565,0.0,14093307.03785499,0.0 - 10/28 03:00:00,17056884.51696795,0.0,23914278.713204117,0.0,0.0,0.0,8308480.209586874,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,68624082.19462934,0.0,14093307.03785499,0.0 - 10/28 04:00:00,18924070.448773385,0.0,23787479.324115956,0.0,4184159.87614833,0.0,14271145.816597455,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,80511294.22050554,0.0,14093307.03785499,0.0 - 10/28 05:00:00,21093494.598567457,0.0,26190843.269700264,0.0,8053841.328874097,0.0,16689841.837996586,0.0,1292.7533772808147,1272.5150819965796,1274.1548475626462,1533.8025347135286,91371634.06473126,0.0,14093307.03785499,0.0 - 10/28 06:00:00,21056628.356825919,0.0,25922973.14551157,0.0,8671061.91117417,0.0,16906886.99120447,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,91901989.15958655,0.0,14093307.03785499,0.0 - 10/28 07:00:00,16837260.576902048,0.0,21331755.437073567,0.0,5651462.378371174,0.0,12538094.911482184,0.0,5171.013509123259,5090.060327986318,5096.619390250585,6135.210138854114,133733025.42220037,0.0,14093307.03785499,15502637.741640486 - 10/28 08:00:00,29420872.305099749,0.0,34431042.078925509,0.0,19039096.805660804,0.0,28043020.66967662,0.0,20684.054036493035,20360.24131194527,20386.477561002335,24540.840555416456,420431840.33284828,0.0,56373228.15141996,38756594.35410121 - 10/28 09:00:00,35128931.48595658,0.0,41266623.20669545,0.0,26689979.76273509,0.0,37260089.56388599,0.0,18103.276218728544,17819.866052361507,17842.82876860589,21478.846188984593,411226966.042523,0.0,56373228.15141996,38756594.35410121 - 10/28 10:00:00,21120735.237890863,0.0,32749987.677926687,0.0,21069292.340451585,0.0,29993460.589723164,0.0,12933.589913508365,12731.112150653576,12747.517488097297,15345.210726898993,298460224.850962,0.0,28186614.07570998,0.0 - 10/28 11:00:00,11899768.433412299,0.0,25951608.309816459,0.0,17042649.31353594,0.0,24676084.18892013,0.0,10347.319278444485,10185.330064849933,10198.45490223352,12276.699342415126,234398203.16227988,0.0,28186614.07570998,0.0 - 10/28 12:00:00,12514403.903356895,0.0,25909791.146192377,0.0,16412043.268306213,0.0,24064931.407624727,0.0,5173.750865884744,5092.754830917048,5099.317365323363,6138.457908160285,156316581.21850778,0.0,28186614.07570998,0.0 - 10/28 13:00:00,15688959.38850831,0.0,24054592.957200797,0.0,15024153.831467005,0.0,22325482.872686928,0.0,5173.746923854195,5092.750950599723,5099.313480005853,6138.453231091516,154508541.55784769,0.0,28186614.07570998,0.0 - 10/28 14:00:00,18593918.94293462,0.0,26305701.495391117,0.0,14903909.263044367,0.0,22774495.364311447,0.0,5173.489019526446,5092.497083812337,5099.0592860852,6138.147237451454,159989518.52243314,0.0,28186614.07570998,0.0 - 10/28 15:00:00,16729553.017350287,0.0,26929730.352372707,0.0,14914982.099570049,0.0,22953908.19661519,0.0,7760.439717490662,7638.948586004744,7648.792150949086,9207.465490606974,197648499.06809355,0.0,28186614.07570998,0.0 - 10/28 16:00:00,25723196.3440224,0.0,33005428.477778999,0.0,18059658.656748948,0.0,27574236.909763345,0.0,12933.384863662466,12730.910310901267,12747.315388253866,15344.967443084064,297886201.2095597,0.0,28186614.07570998,0.0 - 10/28 17:00:00,29384686.099048258,0.0,36156395.37771198,0.0,18860701.514454064,0.0,29023500.657644396,0.0,12932.630874441214,12730.16812552193,12746.572246492913,15344.072863654588,306937682.445257,0.0,35233267.594637479,0.0 - 10/28 18:00:00,33683377.17757091,0.0,40220795.42163321,0.0,21994501.659012736,0.0,33021373.41881237,0.0,18105.26658198271,17821.825256107626,17844.79049698601,21481.20767900882,399831171.7277358,0.0,14093307.03785499,0.0 - 10/28 19:00:00,20719340.858754055,0.0,27278236.711335806,0.0,8619880.901179487,0.0,16983050.758790677,0.0,18105.683224217697,17822.2353757307,17845.20114509008,21481.70200911642,344517867.5450177,0.0,63419881.67034747,0.0 - 10/28 20:00:00,7216656.08207239,0.0,13780552.133831902,0.0,0.0,0.0,722233.6211732122,0.0,10345.610031915701,10183.647576894416,10196.770246220543,12274.671386654674,176521959.1071447,0.0,63419881.67034747,69761869.8373822 - 10/28 21:00:00,12151317.795014464,0.0,18759892.417379537,0.0,0.0,0.0,5661051.655723465,0.0,10341.567077508958,10179.667915693124,10192.7854568196,12269.874575580132,191314283.960284,0.0,49326574.63249246,69761869.8373822 - 10/28 22:00:00,17438142.67835215,0.0,24224953.797250175,0.0,1718411.660364561,0.0,10992300.697307829,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,131733667.97223029,0.0,35233267.594637479,69761869.8373822 - 10/28 23:00:00,19814152.4231983,0.0,26588223.07968712,0.0,4719241.913145045,0.0,13471633.17388628,0.0,5170.038245433091,5089.100332231155,5095.6581574429069,6134.053025713834,141953109.7288723,0.0,35233267.594637479,62010550.96656194 - 10/28 24:00:00,23391484.206778237,0.0,30084054.30746106,0.0,8048075.020804414,0.0,17455341.79708615,0.0,2585.147952284963,2544.6769788330686,2547.956054850074,3067.179364222118,117660812.59281466,0.0,35233267.594637479,46507913.22492146 - 10/29 01:00:00,32146829.046696716,0.0,38738999.30093914,0.0,16300447.628566273,0.0,27509869.428972357,0.0,2584.4576936539044,2543.997526329646,2547.2757268027514,3066.360398705158,153367674.24894376,0.0,21139960.556782485,23253956.61246073 - 10/29 02:00:00,0.0,0.0,1808961.9711868116,0.0,0.0,0.0,0.0,0.0,1292.861436345202,1272.6214493761555,1274.2613520074474,1533.930742668556,21154191.90061731,0.0,14093307.03785499,0.0 - 10/29 03:00:00,12245852.28302303,0.0,20412627.439566416,0.0,0.0,0.0,4817429.713022131,0.0,1292.6360841179099,1272.3996250800208,1274.0392418680659,1533.6633708530972,56817767.39452031,0.0,14093307.03785499,0.0 - 10/29 04:00:00,16829794.42219851,0.0,21694475.411939745,0.0,4158341.9885788757,0.0,12239539.435954914,0.0,1293.1301692464927,1272.8859752137442,1274.5262187135775,1534.2495839977719,74271402.26848975,0.0,14093307.03785499,0.0 - 10/29 05:00:00,16071718.403402782,0.0,20560531.135650696,0.0,4871020.91908651,0.0,11955929.656055782,0.0,1293.2012539894627,1272.955947111802,1274.596280777568,1534.3339233318343,72809514.77295417,0.0,14093307.03785499,0.0 - 10/29 06:00:00,16065305.426397706,0.0,20349893.64856001,0.0,5348070.6724273529,0.0,12099995.596101918,0.0,1293.290534182834,1273.043829607091,1274.6842765184222,1534.439850873235,73214915.91174069,0.0,14093307.03785499,0.0 - 10/29 07:00:00,11292012.379572699,0.0,16314596.08457926,0.0,2200642.4043191277,0.0,7770495.062166558,0.0,5172.805015957851,5091.823788447208,5098.385123110272,6137.335693327337,114979004.56567125,0.0,14093307.03785499,15502637.741640486 - 10/29 08:00:00,13768214.74617936,0.0,17512835.636195937,0.0,13264066.089952864,0.0,16306456.340500175,0.0,20693.743861613384,20369.77944104572,20396.027980955674,24552.337163038388,370494371.2207797,0.0,56373228.15141996,38756594.35410121 - 10/29 09:00:00,3706206.9889787149,27793670.35147928,13081287.196078746,0.0,6531087.825916808,0.0,11114177.663328017,0.0,18103.670666797374,17820.254325272235,17843.217541845894,21479.31418656125,305320003.86801859,27793670.35147928,56373228.15141996,38756594.35410121 - 10/29 10:00:00,0.0,47402162.32788588,4047805.4342532234,0.0,0.0,0.0,628677.130126924,0.0,12918.873470694787,12716.626096497594,12733.012767181974,15327.75022926184,197983027.79347048,47402162.32788588,28186614.07570998,0.0 - 10/29 11:00:00,0.0,33937847.233361449,6176889.639754305,0.0,1298861.5854238072,0.0,6166877.1133899469,0.0,10328.259663360937,10166.568831596087,10179.669493215706,12254.085836668732,168185530.1079973,33937847.233361449,28186614.07570998,0.0 - 10/29 12:00:00,0.0,42416417.169639978,2777983.58874569,0.0,583553.5763671476,0.0,2623200.5804541197,0.0,5152.6514894930919,5071.985769198892,5078.521540549329,6113.424303484301,83084436.91537917,42416417.169639978,28186614.07570998,0.0 - 10/29 13:00:00,0.0,61398179.01959043,0.0,0.0,0.0,0.0,0.0,0.0,5151.389736004727,5070.743768696767,5077.277939602789,6111.927281134447,77080819.41157943,61398179.01959043,28186614.07570998,0.0 - 10/29 14:00:00,0.0,48189524.90098277,0.0,0.0,0.0,0.0,0.0,0.0,5152.6514894930919,5071.985769198892,5078.521540549329,6113.424303484301,77099699.1698122,48189524.90098277,28186614.07570998,0.0 - 10/29 15:00:00,0.0,17392509.463127808,0.0,0.0,0.0,0.0,0.0,0.0,7729.903173512449,7608.890097319098,7618.694928832762,9171.23504682837,115663403.68737364,17392509.463127808,28186614.07570998,0.0 - 10/29 16:00:00,0.0,865340.3500566135,5943769.950087102,0.0,0.0,0.0,1918381.6423834693,0.0,12908.172457546472,12706.09260970639,12722.465706917908,15315.05388564415,201008576.3678043,865340.3500566135,28186614.07570998,0.0 - 10/29 17:00:00,7058816.697012905,0.0,19646619.844915093,0.0,5341158.021362577,0.0,12279510.167054046,0.0,12924.908609587581,12722.566754165167,12738.961079993303,15334.910691182726,237722954.41608823,0.0,35233267.594637479,0.0 - 10/29 18:00:00,18143858.32762056,0.0,27145677.615296008,0.0,11846527.559663212,0.0,20040385.13851285,0.0,18099.10389419562,17815.75904634749,17838.716470295436,21473.895885193695,347995359.7068087,0.0,14093307.03785499,0.0 - 10/29 19:00:00,8037340.71575026,0.0,15635936.894902936,0.0,0.0,0.0,5668672.600664713,0.0,18098.32214463299,17814.989535220102,17837.945967574415,21472.968369178852,300149163.87110087,0.0,63419881.67034747,0.0 - 10/29 20:00:00,0.0,0.0,3382161.612068572,0.0,0.0,0.0,0.0,0.0,10343.18309248034,10181.258631648661,10194.378222575006,12271.791915656593,158148364.31656675,0.0,63419881.67034747,69761869.8373822 - 10/29 21:00:00,0.0,0.0,7045200.145126917,0.0,0.0,0.0,0.0,0.0,10343.947185404173,10182.010762555232,10195.131322679015,12272.6984827435,161822836.05730183,0.0,49326574.63249246,69761869.8373822 - 10/29 22:00:00,4424204.757303296,0.0,10552786.627511323,0.0,0.0,0.0,0.0,0.0,5171.9735927020869,5091.005381277616,5097.565661339508,6136.34924137175,92365809.34090209,0.0,35233267.594637479,69761869.8373822 - 10/29 23:00:00,6807467.340456774,0.0,12560826.866253842,0.0,0.0,0.0,0.0,0.0,5171.9735927020869,5091.005381277616,5097.565661339508,6136.34924137175,96757112.16279808,0.0,35233267.594637479,62010550.96656194 - 10/29 24:00:00,12605541.683981512,0.0,18265993.910047007,0.0,0.0,0.0,5740595.444100737,0.0,2586.875432942372,2546.377415458524,2549.6586826616819,3069.2289540801427,75319836.78464306,0.0,35233267.594637479,46507913.22492146 - 10/30 01:00:00,21509846.78138902,0.0,26909016.626463728,0.0,6584618.879429883,0.0,17065886.878474878,0.0,2586.866829525335,2546.3689467295864,2549.650203019922,3069.2187464542409,110776946.17838222,0.0,21139960.556782485,23253956.61246073 - 10/30 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.2333272844795,1272.9875182934023,1274.6278926418582,1534.371977072059,19350794.575050475,0.0,14093307.03785499,0.0 - 10/30 03:00:00,7587032.464875449,0.0,14991601.9685443,0.0,0.0,0.0,2060494.4773121745,0.0,1292.6958846886199,1272.4584894616406,1274.09818210245,1533.7343219475166,43981881.672252748,0.0,14093307.03785499,0.0 - 10/30 04:00:00,17754985.026793377,0.0,22729267.36239105,0.0,3253679.0402033396,0.0,12955863.533838058,0.0,1291.7386859574629,1271.516275855185,1273.1547543575926,1532.5986421915207,76022225.05332817,0.0,14093307.03785499,0.0 - 10/30 05:00:00,21556136.9356623,0.0,26717024.261911677,0.0,8351766.753930337,0.0,17510207.267172994,0.0,1290.956442650907,1270.7462787135208,1272.3837649960192,1531.6705403683548,93451860.51490098,0.0,14093307.03785499,0.0 - 10/30 06:00:00,25611328.32272365,0.0,31017667.178105199,0.0,12062328.699715175,0.0,21786733.88513566,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,109771087.18848631,0.0,14093307.03785499,0.0 - 10/30 07:00:00,25384476.48246488,0.0,31478438.65371982,0.0,11808106.233281356,0.0,21535114.812140004,0.0,5152.827591788684,5072.159114580195,5078.69510930385,6113.633242135783,167308470.3897167,0.0,14093307.03785499,15502637.741640486 - 10/30 08:00:00,36941828.17826429,0.0,46283577.19473247,0.0,25433066.358955116,0.0,37553332.224197458,0.0,20613.769252015525,20291.05684888037,20317.203946695263,24457.450341569052,454657933.35712608,0.0,56373228.15141996,38756594.35410121 - 10/30 09:00:00,41903557.27279759,0.0,54994892.66610302,0.0,33703243.60704657,0.0,48211354.66218946,0.0,18028.251830505924,17746.016184932298,17768.8837380848,21389.83261621541,448571791.939195,0.0,56373228.15141996,38756594.35410121 - 10/30 10:00:00,27797806.627119334,0.0,48637809.562689829,0.0,30756271.735440568,0.0,44232207.06650485,0.0,12890.94955332669,12689.139333265099,12705.490584449537,15294.61956722605,344312811.5295172,0.0,28186614.07570998,0.0 - 10/30 11:00:00,1123357.7205309789,0.0,42103594.18242645,0.0,27298154.90607553,0.0,39562153.858004529,0.0,10319.209373109612,10157.660225326976,10170.749407298134,12243.34801275635,264494741.93360535,0.0,28186614.07570998,0.0 - 10/30 12:00:00,0.0,0.0,41919866.94864409,0.0,26929873.05721069,0.0,38573735.40083429,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,184708963.93661566,0.0,28186614.07570998,0.0 - 10/30 13:00:00,8025340.300420138,0.0,40938004.62714082,0.0,26379323.834233494,0.0,36552608.87630266,0.0,5159.089991326047,5078.323475084551,5084.8674132158989,6121.063340136378,189091316.82924346,0.0,28186614.07570998,0.0 - 10/30 14:00:00,18859165.713814148,0.0,42168357.64180354,0.0,25995911.18275413,0.0,37739472.63092561,0.0,5160.110257132627,5079.327768439599,5085.87300070544,6122.273846569947,201974212.71154884,0.0,28186614.07570998,0.0 - 10/30 15:00:00,14245538.441233479,0.0,41389736.220373738,0.0,24084228.018009668,0.0,35914479.3908446,0.0,7736.236811336361,7615.1245808613389,7624.937446143387,9178.749666336622,231392156.68730123,0.0,28186614.07570998,0.0 - 10/30 16:00:00,17578651.09548518,0.0,43009868.42871854,0.0,23457183.59452888,0.0,36271709.487670417,0.0,12882.068979471711,12680.397786450487,12696.737773259625,15284.08310533946,313073248.12667968,0.0,28186614.07570998,0.0 - 10/30 17:00:00,36977845.8629825,0.0,54227249.91798902,0.0,28959524.66715402,0.0,44376389.085520047,0.0,12880.509527375027,12678.86274786729,12695.200756622537,15282.232874954689,357273510.79819598,0.0,35233267.594637479,0.0 - 10/30 18:00:00,50440855.4769672,0.0,64746895.72018554,0.0,36623543.24746843,0.0,54160535.77855361,0.0,17998.83094922822,17717.055893039455,17739.88612789994,21354.925863643497,475290346.02489486,0.0,14093307.03785499,0.0 - 10/30 19:00:00,42843381.18332159,0.0,56823843.672234509,0.0,26830360.598785648,0.0,42881793.07770625,0.0,17939.784152550794,17658.933484979185,17681.688823184453,21284.869093340527,437814370.5266459,0.0,63419881.67034747,0.0 - 10/30 20:00:00,36367914.28674601,0.0,50304093.99852309,0.0,18104583.18281403,0.0,32937703.11951351,0.0,10194.620788196893,10035.022097953042,10047.953248179667,12095.528412596073,290257542.9565291,0.0,63419881.67034747,69761869.8373822 - 10/30 21:00:00,43594530.0494932,0.0,57225367.390958148,0.0,23477892.159510808,0.0,39913912.910452339,0.0,10185.155658565136,10025.705146691389,10038.62429107535,12084.298397594204,316613323.0885484,0.0,49326574.63249246,69761869.8373822 - 10/30 22:00:00,46985295.13013418,0.0,60100306.987024,0.0,26088157.57829183,0.0,43152253.85036929,0.0,5101.906529737102,5022.035231254345,5028.506636238296,6053.217345788017,252666410.22068323,0.0,35233267.594637479,69761869.8373822 - 10/30 23:00:00,48946991.171444389,0.0,61717494.363113928,0.0,27392246.49775341,0.0,44843450.23326519,0.0,5105.263674563278,5025.339819351992,5031.815482634999,6057.200469974179,259290812.2730649,0.0,35233267.594637479,62010550.96656194 - 10/30 24:00:00,52868418.21503367,0.0,65282565.727089349,0.0,30759018.725352106,0.0,48949083.45025791,0.0,2552.631837281639,2512.669909675996,2515.9077413174998,3028.6002349870898,236054401.1214771,0.0,35233267.594637479,46507913.22492146 - 10/31 01:00:00,64178161.082873638,0.0,76487684.87472987,0.0,40839521.92813595,0.0,61481756.066793639,0.0,2542.612386187929,2502.807314958285,2506.0324376398409,3016.712538730364,281032516.79159227,0.0,21139960.556782485,23253956.61246073 - 10/31 02:00:00,31987466.836025545,0.0,42141591.01985007,0.0,10419285.653892175,0.0,26705412.16445008,0.0,1270.0385897019244,1250.1558986546759,1251.7668521308522,1506.8523063279225,130257484.80275321,0.0,14093307.03785499,0.0 - 10/31 03:00:00,52846021.490530807,0.0,63762384.44749421,0.0,31449871.350885758,0.0,49079607.29086857,0.0,1272.843363925855,1252.916763614901,1254.531274747374,1510.1800638798023,216183581.85798393,0.0,14093307.03785499,0.0 - 10/31 04:00:00,54785476.42096524,0.0,65313302.69485535,0.0,33150926.807454967,0.0,51448918.2958756,0.0,1270.992438805243,1251.0948150723419,1252.7069784381554,1507.9840118783514,223716625.8982499,0.0,14093307.03785499,0.0 - 10/31 05:00:00,56625914.624527398,0.0,66752086.08445868,0.0,35175581.14945802,0.0,53452437.79295775,0.0,1269.716454757721,1249.8388067931185,1251.4493516640662,1506.4701055132724,231004928.6388233,0.0,14093307.03785499,0.0 - 10/31 06:00:00,58678627.85745286,0.0,68730518.8765491,0.0,36956405.384209368,0.0,55533309.70245081,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,238883123.15946228,0.0,14093307.03785499,0.0 - 10/31 07:00:00,51538324.85847521,0.0,63801450.74803341,0.0,32295293.711642468,0.0,49887557.86039713,0.0,5078.865819030884,4999.355227172474,5005.797406656265,6025.880422053089,273518263.1282339,0.0,14093307.03785499,15502637.741640486 - 10/31 08:00:00,23843835.683143937,0.0,55417167.041560318,0.0,28233202.135971555,0.0,43815522.170847717,0.0,20425.462122379406,20105.697702487363,20131.605946122916,24234.031120380845,456938195.84045746,0.0,56373228.15141996,38756594.35410121 - 10/31 09:00:00,12247311.87688809,0.0,56730042.35536151,0.0,32738568.076354796,0.0,48120002.16276751,0.0,17936.50647111266,17655.70711625542,17678.45829695528,21280.98024943098,418221872.1528876,0.0,56373228.15141996,38756594.35410121 - 10/31 10:00:00,0.0,6515040.517461572,51169541.509602379,0.0,30151618.8487268,0.0,45004094.95041386,0.0,12825.507142980903,12624.721436061543,12640.989678210439,15216.97464544115,318234749.75844159,6515040.517461572,28186614.07570998,0.0 - 10/31 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19:00:00,23998058.806682886,0.0,46022073.5678585,0.0,18001481.556105883,0.0,31675703.95822749,0.0,18034.896571260393,17752.55690103068,17775.43288256347,21397.71634747524,389555487.61726197,0.0,63419881.67034747,0.0 - 10/31 20:00:00,13991250.463190526,0.0,33550404.802891829,0.0,5387233.746610079,0.0,16300028.56397681,0.0,10308.095937394475,10146.720772521168,10159.79585789082,12230.162345506264,223470107.26459507,0.0,63419881.67034747,69761869.8373822 - 10/31 21:00:00,19432327.967516789,0.0,37033581.06322837,0.0,8453044.043315858,0.0,20198018.860608415,0.0,10309.289106114753,10147.895261962545,10160.97186078172,12231.577994646823,239376015.13929046,0.0,49326574.63249246,69761869.8373822 - 10/31 22:00:00,25103660.945921638,0.0,41057629.07946895,0.0,11908624.524975393,0.0,24604821.743046576,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,179804257.8957231,0.0,35233267.594637479,69761869.8373822 - 10/31 23:00:00,29239909.759424509,0.0,43816875.7547663,0.0,14287523.80578463,0.0,27586750.298917839,0.0,5154.047968697238,5073.360386260584,5079.89792894541,6115.081172753132,192051654.46285618,0.0,35233267.594637479,62010550.96656194 - 10/31 24:00:00,34543227.60293797,0.0,47922061.41125381,0.0,18230519.277497628,0.0,32376382.31132883,0.0,2576.413795894342,2536.0795572900976,2539.347554651925,3056.8166210678916,171623357.7070735,0.0,35233267.594637479,46507913.22492146 - 11/01 01:00:00,44175136.47137576,0.0,56637640.227829027,0.0,26733279.391556864,0.0,42682983.4279671,0.0,2575.4645472151325,2535.145169276043,2538.4119625835435,3055.6903737450595,208766002.90887995,0.0,21139960.556782485,23253956.61246073 - 11/01 02:00:00,8276826.752486987,0.0,17453010.489660559,0.0,0.0,0.0,3371999.725040747,0.0,1287.237306232231,1267.0853660692833,1268.7181348921782,1527.2579269757605,48362912.410198319,0.0,14093307.03785499,0.0 - 11/01 03:00:00,32193565.820239746,0.0,43128474.06802329,0.0,10843736.78836992,0.0,28134301.18781709,0.0,1286.7220385646115,1266.5781650131235,1268.2102802556884,1526.646581557106,133553443.29985595,0.0,14093307.03785499,0.0 - 11/01 04:00:00,35008524.645540568,0.0,44623896.706523139,0.0,18871518.20126702,0.0,32456418.359475946,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,150208414.9177816,0.0,14093307.03785499,0.0 - 11/01 05:00:00,37164579.51194717,0.0,46391762.23826994,0.0,20937072.149754906,0.0,34497963.29272267,0.0,1286.0035139348937,1265.8708890205244,1267.5020928657828,1525.7940795117173,158233991.2638932,0.0,14093307.03785499,0.0 - 11/01 06:00:00,38602805.91131746,0.0,47497604.46731827,0.0,22298881.746355796,0.0,35880656.7215048,0.0,1285.63078208773,1265.5039923599614,1267.1347234214243,1525.351847403107,163516985.6894763,0.0,14093307.03785499,0.0 - 11/01 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11:00:00,11533795.22918218,0.0,33011878.09264987,0.0,19646569.032076826,0.0,29385411.74793909,0.0,10345.53384467344,10183.572582377647,10196.695155065685,12274.580993399977,248379031.37370829,0.0,28186614.07570998,0.0 - 11/01 12:00:00,0.0,15375541.836981606,23015700.53152199,0.0,14652206.087463642,0.0,21007950.339709227,0.0,5170.47477186644,5089.530024761756,5096.088403676191,6134.570947663764,136042247.8913802,15375541.836981606,28186614.07570998,0.0 - 11/01 13:00:00,0.0,30316098.713441254,14748025.384465084,0.0,10350983.05923595,0.0,12118669.71682021,0.0,5169.415219711726,5088.487060093684,5095.0440950416909,6133.313829477789,114568214.89609087,30316098.713441254,28186614.07570998,0.0 - 11/01 14:00:00,0.0,30791039.126598039,5005854.408071827,0.0,4193864.1191650789,0.0,5406503.015899833,0.0,5168.523749769082,5087.6095462792959,5094.165450461186,6132.256134420341,91943419.1144844,30791039.126598039,28186614.07570998,0.0 - 11/01 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23:00:00,46955342.611372198,0.0,63499294.57749004,0.0,27414755.727911187,0.0,45485035.736483808,0.0,5110.686712121091,5030.677958245172,5037.160500264995,6063.634697026455,259826204.17682497,0.0,35233267.594637479,62010550.96656194 - 11/07 24:00:00,49091454.736222658,0.0,64606208.82259919,0.0,29400259.942934615,0.0,47542791.09255314,0.0,2558.957584326311,2518.896625970617,2522.142481371614,3036.1054923869839,228930682.45690949,0.0,35233267.594637479,46507913.22492146 - 11/08 01:00:00,58542317.90276046,0.0,73543991.773588,0.0,37881916.40279717,0.0,57928889.553829889,0.0,2554.809686971846,2514.813664723026,2518.054258811716,3031.1841705108874,266125018.0446384,0.0,21139960.556782485,23253956.61246073 - 11/08 02:00:00,20845425.079851346,0.0,33118153.930131757,0.0,4288275.8022634959,0.0,14566729.412719399,0.0,1276.5913826487129,1256.6061064054603,1258.2253716326823,1514.6269450238029,91920363.52552435,0.0,14093307.03785499,0.0 - 11/08 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11:00:00,0.0,21291091.248934449,45647572.37476862,0.0,27546919.867884526,0.0,41253539.423844117,0.0,10304.407621900022,10143.090198293834,10156.160605298028,12225.786299963751,268634032.67813757,21291091.248934449,28186614.07570998,0.0 - 11/08 12:00:00,0.0,26914025.290821464,42681806.17286809,0.0,26498082.246299648,0.0,38479628.11514856,0.0,5158.033246757604,5077.283274049462,5083.825871775604,6119.80955304434,184839743.53857354,26914025.290821464,28186614.07570998,0.0 - 11/08 13:00:00,0.0,28976029.16532161,36392803.31323027,0.0,23422268.12813343,0.0,30832686.039386047,0.0,5158.566176384947,5077.807860564071,5084.351134273481,6120.441853704008,167835958.77048517,28976029.16532161,28186614.07570998,0.0 - 11/08 14:00:00,0.0,10626239.126402468,33893991.050822068,0.0,20542095.367271048,0.0,29657000.710668986,0.0,5157.491207557575,5076.749720574227,5083.291630762258,6119.166444224414,161265203.53998865,10626239.126402468,28186614.07570998,0.0 - 11/08 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19:00:00,27976597.324081985,0.0,47482018.917832378,0.0,20007212.59892504,0.0,33793937.32366379,0.0,18025.973598431156,17743.77361900566,17766.638282383075,21387.129580824163,398984420.45482179,0.0,63419881.67034747,0.0 - 11/08 20:00:00,17093237.59109938,0.0,35291404.69502831,0.0,7369650.364383883,0.0,18583419.30951216,0.0,10289.492120809658,10128.408202155526,10141.459689909136,12208.089627279714,232300530.6645783,0.0,63419881.67034747,69761869.8373822 - 11/08 21:00:00,23221629.46370487,0.0,40523389.027665387,0.0,11353548.331036702,0.0,23877011.05734582,0.0,10285.04625670184,10124.03193887969,10137.077787371394,12202.814779224856,252871872.62359277,0.0,49326574.63249246,69761869.8373822 - 11/08 22:00:00,28784830.13492989,0.0,45012172.58208166,0.0,15133076.961079654,0.0,28668555.121434194,0.0,5140.219550060435,5059.74845409723,5066.268456418122,6098.674281903756,194512313.47245176,0.0,35233267.594637479,69761869.8373822 - 11/08 23:00:00,32239568.277237357,0.0,47593969.86522059,0.0,17475314.809239065,0.0,31580035.732200814,0.0,5138.6391256853189,5058.192771560533,5064.7107692256909,6096.799168711188,205778919.29055567,0.0,35233267.594637479,62010550.96656194 - 11/08 24:00:00,36890901.72929908,0.0,51534555.054395187,0.0,20948944.086777159,0.0,35983313.9204517,0.0,2570.882109966621,2530.63447093751,2533.895451749803,3050.253486872084,183826110.6612168,0.0,35233267.594637479,46507913.22492146 - 11/09 01:00:00,44688927.69737517,0.0,58409301.21564727,0.0,28161423.195855738,0.0,44605840.81707099,0.0,2572.3730302024148,2532.1020505388817,2535.364922477284,3052.0224068199288,214356197.6020878,0.0,21139960.556782485,23253956.61246073 - 11/09 02:00:00,6243498.22692151,0.0,16175828.59489439,0.0,0.0,0.0,2803913.2057669165,0.0,1287.8927441182876,1267.730542952962,1269.3641431521233,1528.0355790079646,44494122.86081563,0.0,14093307.03785499,0.0 - 11/09 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07:00:00,28001084.712532958,0.0,36570777.44886969,0.0,14575808.71499983,0.0,25410323.65048325,0.0,1289.3728018893938,1269.1874301435567,1270.8229076905646,1529.7916110561035,123851023.62969235,0.0,14093307.03785499,15502637.741640486 - 11/09 08:00:00,37976493.55745818,0.0,48456718.52678211,0.0,26428025.725600486,0.0,39586799.4525395,0.0,5159.604686554806,5078.830112663488,5085.374703649067,6121.674006378175,229651777.89566422,0.0,56373228.15141996,38756594.35410121 - 11/09 09:00:00,46121502.57063203,0.0,56613197.47163673,0.0,34707486.63349519,0.0,48987164.629455309,0.0,12895.083116894008,12693.208185123653,12709.564679439012,15299.52388261085,379379918.8158623,0.0,56373228.15141996,38756594.35410121 - 11/09 10:00:00,32210586.495605045,0.0,47696247.10918565,0.0,29062420.723068406,0.0,41965512.910910937,0.0,12912.66995454923,12710.51969755456,12726.898499520636,15320.389994157906,344148488.5635864,0.0,28186614.07570998,0.0 - 11/09 11:00:00,25003700.98209223,0.0,41389252.94981561,0.0,25365618.859776405,0.0,37097524.51505889,0.0,12919.941219283466,12717.67712928293,12734.065154330332,15329.017072203838,322178619.3771052,0.0,28186614.07570998,0.0 - 11/09 12:00:00,26848212.876791955,0.0,37884989.015982497,0.0,22928205.687301414,0.0,33900964.21696729,0.0,7755.057368149637,7633.65049834673,7643.48723616436,9201.079538570753,237602160.5054765,0.0,28186614.07570998,0.0 - 11/09 13:00:00,25104248.25627183,0.0,35323323.5222,0.0,20970505.778201425,0.0,31259037.01367327,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,228713631.13947145,0.0,28186614.07570998,0.0 - 11/09 14:00:00,25633620.95879172,0.0,35274862.7038353,0.0,20236423.66873089,0.0,30605736.23876542,0.0,7756.175308131719,7634.750936769841,7644.5890926146989,9202.4059316851,227807160.13924826,0.0,28186614.07570998,0.0 - 11/09 15:00:00,27692835.403970209,0.0,36651276.89760049,0.0,20217181.436250207,0.0,30874065.686132507,0.0,7756.851368057055,7635.416412850927,7645.255426229639,9203.208050979718,231501991.9531758,0.0,28186614.07570998,0.0 - 11/09 16:00:00,38138954.7793304,0.0,47775710.709627788,0.0,24858688.78224622,0.0,38511529.10414544,0.0,18083.085187081804,17799.99111508183,17822.92822044094,21454.890300674797,419864104.73915556,0.0,28186614.07570998,0.0 - 11/09 17:00:00,44109475.785255569,0.0,53484961.05514462,0.0,27618766.247278818,0.0,42485536.32712671,0.0,23227.074777996422,22863.450589340366,22892.91247904862,27558.037592140725,515248050.9934999,0.0,35233267.594637479,0.0 - 11/09 18:00:00,47313650.62916223,0.0,55812704.87765602,0.0,30690563.921653633,0.0,45797950.976248268,0.0,18065.502605108322,17782.68379170917,17805.59859481559,21434.029238331674,449931001.6325933,0.0,14093307.03785499,0.0 - 11/09 19:00:00,40188225.92850308,0.0,49640421.025104578,0.0,21133227.085297347,0.0,35507919.95188534,0.0,18062.123443729644,17779.357531732254,17802.26804861319,21430.019992346388,416735362.44990769,0.0,63419881.67034747,0.0 - 11/09 20:00:00,29697110.092790516,0.0,39676619.314719539,0.0,9223507.670065,0.0,21776881.872418994,0.0,15472.473622672722,15230.249161722677,15249.874892286774,18357.499332673244,331890468.1836735,0.0,63419881.67034747,69761869.8373822 - 11/09 21:00:00,32364889.071756893,0.0,42030427.03682138,0.0,11497394.270305509,0.0,24582404.796887123,0.0,12905.10299306992,12703.071198268826,12719.440402083319,15311.412083211382,303575611.21165129,0.0,49326574.63249246,69761869.8373822 - 11/09 22:00:00,32830324.71836008,0.0,41718748.26074987,0.0,12865660.19010261,0.0,25600092.46376771,0.0,10323.144345776187,10161.533595262386,10174.627768466053,12248.0167076181,267481186.33462207,0.0,35233267.594637479,69761869.8373822 - 11/09 23:00:00,31010459.34066974,0.0,38970577.20308268,0.0,12534054.78824818,0.0,24280823.514602595,0.0,7746.994624915723,7625.713978862246,7635.540489664457,9191.513401497543,222715059.82838709,0.0,35233267.594637479,62010550.96656194 - 11/09 24:00:00,31154771.54907268,0.0,38786044.920154679,0.0,13225996.988727583,0.0,24840748.99808456,0.0,5170.544336471639,5089.598500320083,5096.156967472264,6134.653483412389,185374994.29167445,0.0,35233267.594637479,46507913.22492146 - 11/10 01:00:00,39999866.191049139,0.0,48061149.93389574,0.0,20766740.455109303,0.0,34673438.1586014,0.0,2585.2721682358198,2544.7992501600417,2548.078483736132,3067.3267417061945,182184910.65647305,0.0,21139960.556782485,23253956.61246073 - 11/10 02:00:00,3318524.800631928,0.0,9258525.916311048,0.0,0.0,0.0,0.0,0.0,1292.5739761424816,1272.3384894165343,1273.978027425037,1533.589682111059,31917979.347285376,0.0,14093307.03785499,0.0 - 11/10 03:00:00,24065957.079475546,0.0,31503527.142780298,0.0,4750634.055240911,0.0,14069941.828611417,0.0,1292.1529077123876,1271.9240128912634,1273.5630168044589,1533.0901004919224,93724688.24254829,0.0,14093307.03785499,0.0 - 11/10 04:00:00,25702544.24562327,0.0,31844956.92724514,0.0,9856601.682786797,0.0,20674018.5588817,0.0,1292.4428403833552,1272.2094066121802,1273.8487782843145,1533.434094538615,107417087.84588339,0.0,14093307.03785499,0.0 - 11/10 05:00:00,25090626.63259647,0.0,30849155.99059272,0.0,10670862.737362523,0.0,20545801.320682389,0.0,1292.5739761424816,1272.3384894165343,1273.978027425037,1533.589682111059,106497375.31157649,0.0,14093307.03785499,0.0 - 11/10 06:00:00,24071959.348568694,0.0,29485736.928434254,0.0,10586889.062050853,0.0,19826767.34590199,0.0,1292.8085613428426,1272.5694021418215,1274.2092377049399,1533.8680084966193,103315791.43982619,0.0,14093307.03785499,0.0 - 11/10 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11:00:00,27202321.39615466,0.0,34001683.165165279,0.0,20149500.112466478,0.0,29829805.974483923,0.0,7760.5607879933909,7639.067761126168,7648.911479639818,9207.609136136916,227305447.641897,0.0,28186614.07570998,0.0 - 11/10 12:00:00,21527637.407658537,0.0,28060304.3052388,0.0,16894825.020440978,0.0,25132620.78796787,0.0,5173.727089041783,5092.731426304999,5099.293930552083,6138.42969784373,169030443.2387795,0.0,28186614.07570998,0.0 - 11/10 13:00:00,22295053.119355576,0.0,29283581.678588768,0.0,16376484.63591772,0.0,25055194.462045339,0.0,5173.659639222243,5092.665032424967,5099.22745111676,6138.349671207563,170424360.3542049,0.0,28186614.07570998,0.0 - 11/10 14:00:00,24907005.177241908,0.0,31716031.202826099,0.0,16989545.95303849,0.0,26366698.139609286,0.0,7760.63624747749,7639.142039277966,7648.985853506596,9207.698665934333,216102546.5750228,0.0,28186614.07570998,0.0 - 11/10 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19:00:00,24165032.50464237,0.0,30348484.99422603,0.0,9897806.416903234,0.0,19087813.292466888,0.0,10347.414383991187,10185.42368150156,10198.548639519757,12276.812181515887,238328653.19974075,0.0,63419881.67034747,0.0 - 11/10 20:00:00,9543799.61047703,0.0,15903586.302832239,0.0,0.0,0.0,1785443.8008450056,0.0,7760.63624747749,7639.142039277966,7648.985853506596,9207.698665934333,143356095.81646127,0.0,63419881.67034747,69761869.8373822 - 11/10 21:00:00,10469758.897181958,0.0,16615277.927240979,0.0,0.0,0.0,3091009.725376818,0.0,5173.555151448471,5092.562180426787,5099.124466583282,6138.225700452527,107588529.5458796,0.0,49326574.63249246,69761869.8373822 - 11/10 22:00:00,13184700.159921099,0.0,19278952.699136747,0.0,0.0,0.0,6260345.9010989409,0.0,5173.757498318326,5092.761359518646,5099.32390233773,6138.465777289554,116139509.4950281,0.0,35233267.594637479,69761869.8373822 - 11/10 23:00:00,15632003.925879963,0.0,21819725.022633774,0.0,5974.579700664614,0.0,8942542.29558363,0.0,5173.73365905067,5092.7378934591729,5099.300406039844,6138.4374929084819,123815399.84904742,0.0,35233267.594637479,62010550.96656194 - 11/10 24:00:00,17882352.770418727,0.0,23769186.234052544,0.0,3840749.7691713718,0.0,11860060.872118704,0.0,5173.73365905067,5092.7378934591729,5099.300406039844,6138.4374929084819,134767503.67101077,0.0,35233267.594637479,46507913.22492146 - 11/11 01:00:00,24087534.075046399,0.0,29460244.4034376,0.0,10499256.26709403,0.0,19555286.330280819,0.0,2586.8794061663559,2546.3813264809457,2549.6625987238546,3069.233668158732,122310086.27416645,0.0,21139960.556782485,23253956.61246073 - 11/11 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4267979988984,1273.1779601876947,1274.8185799399697,1534.6015226894857,19353689.498937776,0.0,14093307.03785499,0.0 - 11/11 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11:00:00,32544868.244456516,0.0,37671913.994694899,0.0,21505217.49018717,0.0,31856183.48923452,0.0,10347.224049724615,10185.236326953438,10198.361043546176,12276.586357174103,278404851.2172071,0.0,28186614.07570998,0.0 - 11/11 12:00:00,32750958.2732523,0.0,37959341.87375594,0.0,21401778.920327147,0.0,31861698.741480434,0.0,5173.757498318326,5092.761359518646,5099.32390233773,6138.465777289554,201389288.5436871,0.0,28186614.07570998,0.0 - 11/11 13:00:00,35733359.6822298,0.0,41312615.81913837,0.0,23081304.553442643,0.0,34386513.11525465,0.0,5173.162136731336,5092.175318428364,5098.737106073689,6137.75940349294,211920395.44308023,0.0,28186614.07570998,0.0 - 11/11 14:00:00,38714055.26171055,0.0,44749061.51272916,0.0,25197154.997068325,0.0,37474836.5518166,0.0,5171.013509123259,5090.060327986318,5096.619390250585,6135.210138854114,223509560.44169603,0.0,28186614.07570998,0.0 - 11/11 15:00:00,42541031.15511301,0.0,49068067.24127356,0.0,27329923.369361547,0.0,40692178.7065471,0.0,7755.443856854889,7634.030936499203,7643.868164550223,9201.538092666355,275676772.2543496,0.0,28186614.07570998,0.0 - 11/11 16:00:00,45036674.16815732,0.0,51893339.07614778,0.0,28591808.42751269,0.0,42661807.69336246,0.0,12925.09561358273,12722.750830577885,12739.145393607267,15335.132564284586,361583277.2125692,0.0,28186614.07570998,0.0 - 11/11 17:00:00,45420568.575636129,0.0,52407382.65841327,0.0,28460532.75384536,0.0,42601342.07027401,0.0,12918.26131186492,12716.023521128407,12732.40941533292,15327.02392617774,362187211.4863831,0.0,35233267.594637479,0.0 - 11/11 18:00:00,47789554.905677,0.0,54618208.262042749,0.0,31050774.951303465,0.0,45546356.69923136,0.0,18083.085187081804,17799.99111508183,17822.92822044094,21454.890300674797,449584116.18206039,0.0,14093307.03785499,0.0 - 11/11 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23:00:00,30752685.261829698,0.0,38905710.22507245,0.0,11800028.830544303,0.0,23726333.164017098,0.0,5164.663083277148,5083.809319241499,5090.36032644297,6127.675600998361,182464187.46931947,0.0,35233267.594637479,62010550.96656194 - 11/11 24:00:00,32987196.00435689,0.0,40818758.035498987,0.0,14643441.620307528,0.0,26807891.969034073,0.0,2581.912885301814,2541.4925574270416,2544.7675299920385,3063.3410807367097,153890738.22164483,0.0,35233267.594637479,46507913.22492146 - 11/12 01:00:00,43352333.36753674,0.0,51558506.58556071,0.0,23476552.45829504,0.0,38215239.26791388,0.0,2581.69668225341,2541.2797390776929,2544.554437404525,3063.084564072756,195232847.20141656,0.0,21139960.556782485,23253956.61246073 - 11/12 02:00:00,7764120.733636364,0.0,13211037.500083216,0.0,0.0,0.0,917422.9239150183,0.0,1290.5102993069923,1270.307119826883,1271.944040208332,1531.1412083211383,41202630.761222649,0.0,14093307.03785499,0.0 - 11/12 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11:00:00,0.0,0.0,64655150.76145259,0.0,39539261.75622099,0.0,57906713.50647466,0.0,10245.63362637021,10085.23632062832,10098.23217700612,12156.053197808968,315407685.18267729,0.0,28186614.07570998,0.0 - 11/14 12:00:00,0.0,9122579.774251156,64477379.87441553,0.0,39875325.404648948,0.0,56806701.58978311,0.0,5131.086412527926,5050.758297536577,5057.266715123134,6087.838162854727,237936425.3858001,9122579.774251156,28186614.07570998,0.0 - 11/14 13:00:00,0.0,16742853.717103553,56162312.23277789,0.0,35747868.1513329,0.0,46793321.16261236,0.0,5140.219550060435,5059.74845409723,5066.268456418122,6098.674281903756,215617180.21964953,16742853.717103553,28186614.07570998,0.0 - 11/14 14:00:00,0.0,18913736.07198028,45450454.70546159,0.0,27992661.63813846,0.0,38753650.13956219,0.0,5146.183116558673,5065.618659849435,5072.146226529599,6105.749825910587,189199678.6670161,18913736.07198028,28186614.07570998,0.0 - 11/14 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19:00:00,45810862.07183634,0.0,66099390.62320612,0.0,31809741.348424719,0.0,50282670.421228099,0.0,17860.619572033418,17581.008240737945,17603.663164312344,21190.943340454476,461253108.00783279,0.0,63419881.67034747,0.0 - 11/14 20:00:00,36427046.200790438,0.0,55604147.27506063,0.0,20098107.65434352,0.0,36516014.34734248,0.0,10208.306430585362,10048.493489056866,10061.441998545923,12111.765904876904,301393343.64057126,0.0,63419881.67034747,69761869.8373822 - 11/14 21:00:00,42700329.850815799,0.0,60737960.44683327,0.0,24370893.525551689,0.0,41953152.882987197,0.0,10182.74691140684,10023.334108919207,10036.250197978992,12081.440511038418,322127914.9318244,0.0,49326574.63249246,69761869.8373822 - 11/14 22:00:00,50033387.79226471,0.0,67235885.20000783,0.0,29607186.097312657,0.0,48684007.60150446,0.0,5078.865819030884,4999.355227172474,5005.797406656265,6025.880422053089,271556102.6407754,0.0,35233267.594637479,69761869.8373822 - 11/14 23:00:00,55623408.15629451,0.0,72319684.86678903,0.0,33280838.854731006,0.0,53600543.29714858,0.0,5072.298121022132,4992.890347701252,4999.324196527988,6018.088099070151,290721837.92652067,0.0,35233267.594637479,62010550.96656194 - 11/14 24:00:00,58819590.48032855,0.0,74664800.45913857,0.0,35837598.58064986,0.0,56587273.34465551,0.0,2544.4696551515264,2504.635508029784,2507.862986524712,3018.9161174593575,263982446.2265678,0.0,35233267.594637479,46507913.22492146 - 11/15 01:00:00,66900759.7604904,0.0,81948923.43989818,0.0,43353817.77967233,0.0,65548211.552548687,0.0,2542.612386187929,2502.807314958285,2506.0324376398409,3016.712538730364,295797105.37166878,0.0,21139960.556782485,23253956.61246073 - 11/15 02:00:00,34734782.09636328,0.0,47193600.780467618,0.0,13434856.168091314,0.0,30349493.067561889,0.0,1268.4070713236397,1248.5499220009629,1250.1588060123023,1504.916572050973,144692048.6494805,0.0,14093307.03785499,0.0 - 11/15 03:00:00,55981970.954713027,0.0,69111700.67195776,0.0,33530748.880878584,0.0,52965060.69936404,0.0,1272.5401530411076,1252.618299553118,1254.232426084184,1509.8203157393203,230630641.50681723,0.0,14093307.03785499,0.0 - 11/15 04:00:00,57196998.98602079,0.0,69537429.82673249,0.0,34904037.585253167,0.0,54429035.67999691,0.0,1270.676584786525,1250.7839058072094,1252.395668534701,1507.6092631420316,235080777.59817703,0.0,14093307.03785499,0.0 - 11/15 05:00:00,57870004.15128692,0.0,69577360.37808514,0.0,35957064.76870594,0.0,55147282.3853423,0.0,1271.9273904594755,1252.0151298840124,1253.6284791693955,1509.0932963267997,237583703.14844314,0.0,14093307.03785499,0.0 - 11/15 06:00:00,58610107.9120602,0.0,70021258.44540915,0.0,36506393.68025211,0.0,55643025.64287543,0.0,1273.144457320642,1253.2131433364237,1254.8280363844188,1510.5372996992756,239830988.25286366,0.0,14093307.03785499,0.0 - 11/15 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11:00:00,30765798.980081798,0.0,60110458.70606837,0.0,37597161.855072218,0.0,54616030.08348434,0.0,10280.43910012087,10119.49690819446,10132.536912836244,12197.348563807513,336916806.9705594,0.0,28186614.07570998,0.0 - 11/15 12:00:00,15316189.162147522,0.0,55856984.82988772,0.0,35559787.78434433,0.0,51035984.24890861,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,234728314.94783468,0.0,28186614.07570998,0.0 - 11/15 13:00:00,7976095.568555432,0.0,50724235.12092379,0.0,32519301.142390856,0.0,44853260.11669288,0.0,5150.929094430265,5070.290338552086,5076.823925167087,6111.380747490119,213146818.72886537,0.0,28186614.07570998,0.0 - 11/15 14:00:00,13570499.132905275,0.0,47311948.31118325,0.0,29209749.444385806,0.0,42105895.10189591,0.0,5151.57097647315,5070.922171811848,5077.456572608493,6112.142316031858,209281623.3233015,0.0,28186614.07570998,0.0 - 11/15 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23:00:00,39026211.147907879,0.0,49499510.13463421,0.0,17331446.22886695,0.0,32183663.651561206,0.0,5158.033246757604,5077.283274049462,5083.825871775604,6119.80955304434,215221058.16722749,0.0,35233267.594637479,62010550.96656194 - 11/15 24:00:00,38796706.622662607,0.0,47986060.01551968,0.0,18394339.31430197,0.0,32467427.124401027,0.0,2581.2505367690716,2540.84057808414,2544.1147105072075,3062.555229486008,176268072.87433247,0.0,35233267.594637479,46507913.22492146 - 11/16 01:00:00,44717855.30474512,0.0,53384635.12601175,0.0,24659700.073782639,0.0,39731814.83619851,0.0,2582.1245057737148,2541.7008649409769,2544.976105931467,3063.5921603485696,201130622.43391905,0.0,21139960.556782485,23253956.61246073 - 11/16 02:00:00,4853408.115367636,0.0,10719986.883217175,0.0,0.0,0.0,0.0,0.0,1292.1529077123876,1271.9240128912632,1273.5630168044589,1533.0901004919224,34908023.13502493,0.0,14093307.03785499,0.0 - 11/16 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11:00:00,43437618.67148787,0.0,51547783.475937727,0.0,30392738.001257149,0.0,44321895.70871493,0.0,12905.10299306992,12703.071198268826,12719.440402083319,15311.412083211382,362800531.89327809,0.0,28186614.07570998,0.0 - 11/16 12:00:00,43435904.31355469,0.0,51042041.44428158,0.0,29898750.821677846,0.0,43870695.12848176,0.0,7741.641007528337,7620.444173353776,7630.263893473711,9185.16153882755,284086429.915456,0.0,28186614.07570998,0.0 - 11/16 13:00:00,45246301.386211607,0.0,52634350.125824648,0.0,30248179.651324978,0.0,44655114.41513366,0.0,7740.910047312705,7619.72465645668,7629.543449405654,9184.29428243417,288612046.34668806,0.0,28186614.07570998,0.0 - 11/16 14:00:00,47016754.146849509,0.0,54342965.365961078,0.0,30716254.08353005,0.0,45545052.258971709,0.0,7740.910047312705,7619.72465645668,7629.543449405654,9184.29428243417,293449126.62350556,0.0,28186614.07570998,0.0 - 11/16 15:00:00,48575071.99493031,0.0,55954085.60047113,0.0,31279956.81347862,0.0,46466103.663733948,0.0,7740.165385698941,7618.991652659396,7628.809501058161,9183.41076985492,298092176.3859911,0.0,28186614.07570998,0.0 - 11/16 16:00:00,50911942.46985693,0.0,58422060.65458289,0.0,32327231.876317745,0.0,48054954.12922104,0.0,18056.814969641164,17774.132162795926,17797.035946255644,21423.721690477323,459902326.29899087,0.0,28186614.07570998,0.0 - 11/16 17:00:00,51678492.106160547,0.0,59368170.35819518,0.0,32060706.916247459,0.0,48040975.49101761,0.0,23208.71043400909,22845.37374258402,22874.81233843016,27536.248999009862,538422868.7221401,0.0,35233267.594637479,0.0 - 11/16 18:00:00,58717424.32342518,0.0,67507410.34925696,0.0,36782020.856687609,0.0,55016608.13851932,0.0,18039.167890440334,17756.76135191204,17779.642751308933,21402.784104635957,487945545.6217592,0.0,14093307.03785499,0.0 - 11/16 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11:00:00,28070981.681633664,0.0,69889751.24382276,0.0,41710365.431712228,0.0,60755721.39113771,0.0,7692.6138412183149,7572.184536478346,7581.9420691304089,9126.9926774827,315532258.9958215,0.0,28186614.07570998,0.0 - 11/17 12:00:00,21552435.56210792,0.0,69156999.2492739,0.0,42164795.23039624,0.0,60995315.02763558,0.0,5117.915168652622,5037.793251941234,5044.284962743228,6072.2109847739679,270449480.7946135,0.0,28186614.07570998,0.0 - 11/17 13:00:00,41153035.96438128,0.0,69513538.9490774,0.0,41796709.47787154,0.0,60023021.219472628,0.0,5121.85399040182,5041.670410701161,5048.167117617951,6076.88424642532,289125178.3653293,0.0,28186614.07570998,0.0 - 11/17 14:00:00,45541486.74857511,0.0,70148772.54141428,0.0,41134667.59475312,0.0,59880791.013530317,0.0,7682.780985602729,7562.50561605174,7572.250676426926,9115.326369637982,331664027.03006258,0.0,28186614.07570998,0.0 - 11/17 15:00:00,53774390.84514138,0.0,75078993.48391679,0.0,42824430.820346597,0.0,62927217.83604343,0.0,10231.786743959794,10071.606213745174,10084.584506339059,12139.624400397004,387704399.697436,0.0,28186614.07570998,0.0 - 11/17 16:00:00,61146768.46570403,0.0,79592997.6177046,0.0,44923042.56800893,0.0,66475947.79792836,0.0,12779.363487561082,12579.300168175409,12595.509880384581,15162.226959697147,443357798.2342915,0.0,28186614.07570998,0.0 - 11/17 17:00:00,69020936.74452366,0.0,84315625.19304735,0.0,46984975.43420846,0.0,69591933.72609012,0.0,15319.096591784555,15079.273276865519,15098.70445959219,18175.523340285636,499134822.70456996,0.0,35233267.594637479,0.0 - 11/17 18:00:00,75046032.01803588,0.0,89670800.12964535,0.0,51347500.3888838,0.0,75107775.75791463,0.0,17828.208024709915,17549.104102234156,17571.717914069708,21152.48827677996,557937574.2385372,0.0,14093307.03785499,0.0 - 11/17 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11:00:00,65998106.5619513,0.0,77729428.40532989,0.0,49136456.77435926,0.0,69729687.42954742,0.0,10229.73882184678,10069.590352234878,10082.566047185453,12137.194618983907,415662402.5960915,0.0,28186614.07570998,0.0 - 11/18 12:00:00,63571745.06684522,0.0,75148746.70686329,0.0,47027479.83781569,0.0,67147959.96040754,0.0,5117.915168652622,5037.793251941234,5044.284962743228,6072.2109847739679,329475867.2971315,0.0,28186614.07570998,0.0 - 11/18 13:00:00,62534625.556462828,0.0,74596858.55424573,0.0,46041168.583579998,0.0,66117973.952790129,0.0,5116.908627803496,5036.802468676871,5043.292902753501,6071.016762478505,325855501.3892432,0.0,28186614.07570998,0.0 - 11/18 14:00:00,67172728.91642116,0.0,78021190.50356564,0.0,47024626.950834717,0.0,67914461.27787803,0.0,5112.795412495462,5032.753646521804,5039.238863277833,6066.136589526604,336636335.89125767,0.0,28186614.07570998,0.0 - 11/18 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19:00:00,62119961.34549466,0.0,73376949.36368951,0.0,37216674.366375569,0.0,57348540.23359946,0.0,17860.619572033418,17581.008240737945,17603.663164312344,21190.943340454476,497312568.8522967,0.0,63419881.67034747,0.0 - 11/18 20:00:00,49545512.394213709,0.0,61209190.503811407,0.0,24199336.550403999,0.0,41876671.6760057,0.0,10194.620788196893,10035.022097953042,10047.953248179667,12095.528412596073,329373959.49336728,0.0,63419881.67034747,69761869.8373822 - 11/18 21:00:00,56681695.36594983,0.0,68946730.92447531,0.0,29612610.844785297,0.0,49254586.11110913,0.0,10152.527404161572,9993.587693697307,10006.465451464926,12045.586219241415,356409023.61315438,0.0,49326574.63249246,69761869.8373822 - 11/18 22:00:00,64972012.458975959,0.0,77685399.64935525,0.0,36207115.37648459,0.0,57932194.00633481,0.0,5048.428149816551,4969.394065347833,4975.797636816541,5989.767289407546,312336915.2001491,0.0,35233267.594637479,69761869.8373822 - 11/18 23:00:00,72503358.55668406,0.0,85563938.33328873,0.0,42137086.17456925,0.0,65698725.835042718,0.0,5014.091966948574,4935.595421828062,4941.955440294839,5949.028719127368,340929526.47310069,0.0,35233267.594637479,62010550.96656194 - 11/18 24:00:00,80389969.35379702,0.0,93752427.77846657,0.0,48646181.100038919,0.0,74074811.36579383,0.0,2498.6191549896004,2459.5028060012957,2462.6721264030604,2964.516249238422,334250506.8099728,0.0,35233267.594637479,46507913.22492146 - 11/19 01:00:00,90876261.9555843,0.0,104277727.32119054,0.0,58245992.68003262,0.0,85943294.49206445,0.0,2494.2633564660475,2455.215198316202,2458.378993697838,2959.3482605612787,376665217.36142089,0.0,21139960.556782485,23253956.61246073 - 11/19 02:00:00,49771785.12103605,0.0,61934841.745479878,0.0,22710377.703293414,0.0,40260508.30800648,0.0,1250.167524576578,1230.5959187608103,1232.1816672064479,1483.2760460818868,193383909.04166842,0.0,14093307.03785499,0.0 - 11/19 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11:00:00,58986713.05150802,0.0,92804176.49689001,0.0,57543726.011541638,0.0,82954991.42459005,0.0,10111.386997878159,9953.091348148997,9965.916922242,11996.774697612,443587418.8617018,0.0,28186614.07570998,0.0 - 11/19 12:00:00,48086164.7286586,0.0,87625086.43063206,0.0,54611474.050371337,0.0,78539815.26042789,0.0,5072.298121022132,4992.890347701252,4999.324196527988,6018.088099070151,344759903.2216474,0.0,28186614.07570998,0.0 - 11/19 13:00:00,44016804.828809719,0.0,83526357.28464723,0.0,51702182.809477638,0.0,73104279.69315154,0.0,5085.224772375858,5005.61462991657,5012.0648752796819,6033.425077460728,328440410.2942043,0.0,28186614.07570998,0.0 - 11/19 14:00:00,44784641.71754535,0.0,81332798.0887274,0.0,49402057.04406401,0.0,71264263.18715263,0.0,5086.471378568639,5006.841720256849,5013.2935468511109,6034.904128122579,322893198.82316645,0.0,28186614.07570998,0.0 - 11/19 15:00:00,43815402.83509034,0.0,80557403.25230973,0.0,47371382.849136,0.0,69389555.39654814,0.0,7627.837158563788,7508.421944874854,7518.097312919523,9050.137616191094,355269922.8502615,0.0,28186614.07570998,0.0 - 11/19 16:00:00,47858951.19433742,0.0,81879642.30276305,0.0,46589628.06550551,0.0,69182571.12343385,0.0,12693.922323268207,12495.196601248572,12511.297937427486,15060.8542797534,435451368.7961514,0.0,28186614.07570998,0.0 - 11/19 17:00:00,75837442.7262941,0.0,96390870.80858599,0.0,54989659.09384303,0.0,80790573.40013756,0.0,12667.236808677,12468.92885336647,12484.996340871143,15029.192935339648,497549823.80657598,0.0,35233267.594637479,0.0 - 11/19 18:00:00,83101450.84500905,0.0,102623916.26646284,0.0,59728489.44793552,0.0,86958387.65834674,0.0,17689.89820129477,17412.95954490625,17435.3979205837,20988.388950908433,597108164.8414495,0.0,14093307.03785499,0.0 - 11/19 19:00:00,69585996.27779019,0.0,88286786.92807605,0.0,45340490.75663115,0.0,69622830.28758924,0.0,17757.698998530952,17479.698908013474,17502.22328417223,21068.83200871362,538546535.7680357,0.0,63419881.67034747,0.0 - 11/19 20:00:00,54971291.78988202,0.0,72830869.67812084,0.0,30364707.3202734,0.0,51371539.46271749,0.0,10152.527404161572,9993.587693697307,10006.465451464926,12045.586219241415,361451808.6178286,0.0,63419881.67034747,69761869.8373822 - 11/19 21:00:00,57761658.467034798,0.0,74744654.19806482,0.0,32388301.70281601,0.0,53787098.264626909,0.0,10165.4126782922,10006.271246457674,10019.165348277607,12060.874105136252,370787916.79393199,0.0,49326574.63249246,69761869.8373822 - 11/19 22:00:00,61266764.45611833,0.0,77662747.64400566,0.0,34992271.25701677,0.0,57076831.07234945,0.0,5083.969755220972,5004.379260289367,5010.8279137526219,6031.936047513405,307070621.1458851,0.0,35233267.594637479,69761869.8373822 - 11/19 23:00:00,63518747.727427478,0.0,79383359.51180978,0.0,36634676.77058646,0.0,59098813.88063168,0.0,5083.969755220972,5004.379260289367,5010.8279137526219,6031.936047513405,314707604.6068503,0.0,35233267.594637479,62010550.96656194 - 11/19 24:00:00,67411887.49982804,0.0,82782167.17333733,0.0,40024522.70047059,0.0,63209018.16750513,0.0,2541.35316957305,2501.5678116144188,2504.791337069402,3015.218526284063,291454146.5814885,0.0,35233267.594637479,46507913.22492146 - 11/20 01:00:00,76599802.81975574,0.0,91477520.63991896,0.0,48442588.40362859,0.0,73415487.59917656,0.0,2538.7844646536416,2499.0393202497155,2502.259587485497,3012.1708559506798,327923514.6845022,0.0,21139960.556782485,23253956.61246073 - 11/20 02:00:00,37930969.55340391,0.0,51755390.30124582,0.0,15046199.18086379,0.0,31074598.412183137,0.0,1266.0358905396157,1246.215862494456,1247.8217388318886,1502.1032565642634,154750993.74204547,0.0,14093307.03785499,0.0 - 11/20 03:00:00,66776735.356647539,0.0,80316593.08047332,0.0,39973728.00552366,0.0,62637723.855227,0.0,1263.9233747347699,1244.1364185186247,1245.73961528025,1499.5968372015,268617006.782518,0.0,14093307.03785499,0.0 - 11/20 04:00:00,69944316.59258576,0.0,82887414.05932573,0.0,42840355.18035784,0.0,66037040.94680734,0.0,1262.47434789568,1242.7100764650166,1244.311435239322,1497.8776221696747,280599671.3134475,0.0,14093307.03785499,0.0 - 11/20 05:00:00,70266745.10111518,0.0,82864111.566363,0.0,43562791.46346314,0.0,66495260.62311946,0.0,1265.3398915471713,1245.5307594960769,1247.1357530083693,1501.2774803276432,282122330.7378261,0.0,14093307.03785499,0.0 - 11/20 06:00:00,71903514.264236,0.0,84292289.81576056,0.0,45073088.87742986,0.0,68125405.59945117,0.0,1262.1070374541378,1242.3485163369583,1243.9494092041353,1497.4418223518865,288279346.98412719,0.0,14093307.03785499,0.0 - 11/20 07:00:00,69902498.53581259,0.0,82186512.90690843,0.0,43002365.006714988,0.0,65440064.41615179,0.0,5051.3585613594409,4972.2786007513509,4978.685889238344,5993.244110842498,336115482.6494776,0.0,14093307.03785499,15502637.741640486 - 11/20 08:00:00,59965920.93754718,0.0,80225442.68960801,0.0,39973774.56341735,0.0,61607487.01116206,0.0,20278.451778137507,19960.98883260932,19986.710604095908,24059.608958667653,545201361.8263719,0.0,56373228.15141996,38756594.35410121 - 11/20 09:00:00,73808656.49439717,0.0,93430245.52348402,0.0,52405405.7064379,0.0,76954146.92970416,0.0,17724.502467554616,17447.022074922377,17469.50434364644,21029.445591899686,561812162.7749064,0.0,56373228.15141996,38756594.35410121 - 11/20 10:00:00,77911285.97191257,0.0,97776312.0999426,0.0,60050220.53316381,0.0,85537125.3632657,0.0,12700.385897019243,12501.558986546757,12517.668521308522,15068.523063279225,511312235.25363817,0.0,28186614.07570998,0.0 - 11/20 11:00:00,73541368.02153598,0.0,95727469.51390304,0.0,57899649.30704524,0.0,83086143.6006393,0.0,10187.547442691379,10028.05948699095,10040.98166518269,12087.13615815998,462692039.5540136,0.0,28186614.07570998,0.0 - 11/20 12:00:00,64209144.25268577,0.0,92228419.95338825,0.0,55381205.98960456,0.0,79616580.08287364,0.0,5106.365530594851,5026.424425621841,5032.90148653073,6058.507780095211,367842467.4807857,0.0,28186614.07570998,0.0 - 11/20 13:00:00,68507886.83033958,0.0,89758747.74066195,0.0,53175653.35287312,0.0,76289550.41953025,0.0,5114.86941092339,5034.795176117439,5041.283023592727,6068.597309491954,364266200.0558567,0.0,28186614.07570998,0.0 - 11/20 14:00:00,68145168.19514524,0.0,84006822.36314264,0.0,50117117.29267155,0.0,72684115.80520949,0.0,5116.908627803496,5036.802468676871,5043.292902753501,6071.016762478505,351518098.39833346,0.0,28186614.07570998,0.0 - 11/20 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23:00:00,66763975.07298931,0.0,80133982.33481018,0.0,37597565.59058078,0.0,60052590.94832326,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,320485159.30190399,0.0,35233267.594637479,62010550.96656194 - 11/20 24:00:00,71176152.71935299,0.0,84538665.18240714,0.0,41518603.85583603,0.0,64889202.128791619,0.0,2538.131851040393,2498.396923424327,2501.6163628662318,3011.396554810354,300100973.9780964,0.0,35233267.594637479,46507913.22492146 - 11/21 01:00:00,79705975.26806858,0.0,93077468.86338401,0.0,49645295.67649704,0.0,74617683.53623487,0.0,2536.8141426472795,2497.0998440019259,2500.3176120246046,3009.833144101946,335005056.4181773,0.0,21139960.556782485,23253956.61246073 - 11/21 02:00:00,38461345.53709108,0.0,51062696.080988798,0.0,14691582.910248813,0.0,30281549.433600718,0.0,1268.0745302555334,1248.222586925313,1249.831049131997,1504.5220247675378,153471514.64981876,0.0,14093307.03785499,0.0 - 11/21 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11:00:00,63456530.91848365,0.0,84789677.29315707,0.0,53293371.986933868,0.0,75823940.0236282,0.0,10187.547442691379,10028.05948699095,10040.98166518269,12087.13615815998,429800929.3330928,0.0,28186614.07570998,0.0 - 11/22 12:00:00,52141349.81776997,0.0,82263137.88794944,0.0,51544343.36310451,0.0,73136257.10948347,0.0,5104.153215292681,5024.246744528433,5030.720999272961,6055.882952438452,335459102.25982448,0.0,28186614.07570998,0.0 - 11/22 13:00:00,17965646.352123217,0.0,74509426.8292321,0.0,47877719.70918414,0.0,64367717.81608633,0.0,5113.83675445907,5033.77868608271,5040.265223706836,6067.372102015958,281239420.66517826,0.0,28186614.07570998,0.0 - 11/22 14:00:00,19809894.979496726,0.0,67227700.04368718,0.0,42181943.399839598,0.0,58757317.63490525,0.0,5124.716134603619,5044.48774750155,5050.988084844365,6080.280071265995,264658555.39550466,0.0,28186614.07570998,0.0 - 11/22 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11:00:00,67186491.56759015,0.0,77050352.06405568,0.0,44658605.41356209,0.0,65117436.43183298,0.0,12852.490895117888,12651.282752525009,12667.585221641224,15248.98983731854,446326140.8208105,0.0,28186614.07570998,0.0 - 11/23 12:00:00,62239600.516396809,0.0,73243474.27420683,0.0,42052868.1998443,0.0,61591361.154955688,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,354663119.0333795,0.0,28186614.07570998,0.0 - 11/23 13:00:00,49812249.35880164,0.0,65819832.90532459,0.0,38498872.37202216,0.0,55622830.39877389,0.0,7727.3564647097259,7606.383257717769,7616.18485891274,9168.213474047789,325379082.03431919,0.0,28186614.07570998,0.0 - 11/23 14:00:00,50059089.529651489,0.0,65905927.01327694,0.0,37653890.82926796,0.0,54934910.65408036,0.0,7727.3564647097259,7606.383257717769,7616.18485891274,9168.213474047789,324179115.0256736,0.0,28186614.07570998,0.0 - 11/23 15:00:00,52850060.09317592,0.0,66596871.033167678,0.0,37413132.660673189,0.0,55086801.95461941,0.0,7725.417256470496,7604.474408145284,7614.273549592747,9165.912677496071,327543146.15177276,0.0,28186614.07570998,0.0 - 11/23 16:00:00,58343268.48935117,0.0,68213406.65674003,0.0,38374500.05517439,0.0,56557679.06329352,0.0,18021.32228725123,17739.19512496996,17762.053888490493,21381.610977660646,491143910.46669957,0.0,28186614.07570998,0.0 - 11/23 17:00:00,59396556.18811774,0.0,68981012.18598134,0.0,38004049.88150742,0.0,56365492.473358187,0.0,23157.82402451403,22795.283969322456,22824.658019383194,27475.87421659764,569260215.5563071,0.0,35233267.594637479,0.0 - 11/23 18:00:00,62284183.44335475,0.0,71661184.19523725,0.0,40592880.1970323,0.0,59523770.893839079,0.0,18004.049195088508,17722.192446287336,17745.029300120957,21361.117113164037,503458615.72624239,0.0,14093307.03785499,0.0 - 11/23 19:00:00,50537329.98035898,0.0,60090737.90864765,0.0,28842075.651109406,0.0,45397731.87585831,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,454225666.6448871,0.0,63419881.67034747,0.0 - 11/23 20:00:00,36961836.08408565,0.0,46672459.66415027,0.0,15389314.139099801,0.0,29162733.917539136,0.0,15411.06902239676,15169.805861919049,15189.353705122032,18284.645118403507,358783889.1531037,0.0,63419881.67034747,69761869.8373822 - 11/23 21:00:00,39931724.3581016,0.0,49714835.65253307,0.0,17858824.751360235,0.0,32371465.60440199,0.0,12852.490895117888,12651.282752525009,12667.585221641224,15248.98983731854,332190105.7101665,0.0,49326574.63249246,69761869.8373822 - 11/23 22:00:00,42924422.68284118,0.0,52928738.32224331,0.0,20513436.289498126,0.0,35919911.266044069,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,306090351.47737106,0.0,35233267.594637479,69761869.8373822 - 11/23 23:00:00,45355530.82955375,0.0,55470533.9321123,0.0,22508776.78347121,0.0,38572070.3539985,0.0,7706.753286692074,7586.102626295502,7595.878093826884,9143.768589801499,277223921.24695327,0.0,35233267.594637479,62010550.96656194 - 11/23 24:00:00,51890304.73046851,0.0,62237540.14214605,0.0,27885777.144531114,0.0,45500421.303206909,0.0,5123.770864303803,5043.557275584617,5050.056413919397,6079.158544138449,264181598.47295917,0.0,35233267.594637479,46507913.22492146 - 11/24 01:00:00,62743053.54967807,0.0,72980555.41164154,0.0,37889058.94651385,0.0,57714685.876099679,0.0,2555.8726975122165,2515.8600336350825,2519.101976076916,3032.4453919394297,269571162.1409223,0.0,21139960.556782485,23253956.61246073 - 11/24 02:00:00,21725571.525543877,0.0,29924431.47405536,0.0,2851258.3947640724,0.0,12676963.70014894,0.0,1280.7042032962764,1260.6545400785399,1262.279022125765,1519.506649726121,86341544.98932839,0.0,14093307.03785499,0.0 - 11/24 03:00:00,44826520.40176731,0.0,53233186.73106737,0.0,24167976.88627528,0.0,39963605.163880158,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110914,1520.0700178164987,181361714.0173841,0.0,14093307.03785499,0.0 - 11/24 04:00:00,45001198.79634324,0.0,53058509.33166556,0.0,24908065.519292855,0.0,40224739.69252097,0.0,1283.6330100592057,1263.5374958252276,1265.1656928551893,1522.9815671509094,182399657.2970285,0.0,14093307.03785499,0.0 - 11/24 05:00:00,44482848.77196691,0.0,52304469.890300709,0.0,24978217.2224429,0.0,39876745.87288881,0.0,1284.4588811153456,1264.3504377159175,1265.9796823044806,1523.961431633583,180861783.31556887,0.0,14093307.03785499,0.0 - 11/24 06:00:00,45575562.26515821,0.0,53311884.30368233,0.0,26228836.43365006,0.0,41173207.173385519,0.0,1282.9902792126473,1262.9048270499735,1264.532208821643,1522.2189915360128,185487016.87970907,0.0,14093307.03785499,0.0 - 11/24 07:00:00,43360118.077925879,0.0,51125663.761361729,0.0,24268153.362891389,0.0,38622696.86304668,0.0,1282.327614830443,1262.2525368022924,1263.8790780314,1521.4327655419818,176564243.24796767,0.0,14093307.03785499,15502637.741640486 - 11/24 08:00:00,56612852.85746813,0.0,64956051.85622837,0.0,36806584.475241158,0.0,53388163.14549316,0.0,1282.327614830443,1262.2525368022924,1263.8790780314,1521.4327655419818,230951263.51717288,0.0,56373228.15141996,38756594.35410121 - 11/24 09:00:00,55277331.14516902,0.0,64799416.10029119,0.0,36129227.566388238,0.0,52535288.903748098,0.0,5131.086412527926,5050.758297536577,5057.266715123134,6087.838162854727,285518282.2325491,0.0,56373228.15141996,38756594.35410121 - 11/24 10:00:00,58678497.49139693,0.0,68032008.25403792,0.0,42088773.1235731,0.0,60107104.2920603,0.0,7699.240442651108,7578.707397229518,7588.473335253433,9134.854887129783,344110976.98521807,0.0,28186614.07570998,0.0 - 11/24 11:00:00,56512261.156950298,0.0,65654435.451554488,0.0,40309161.8708291,0.0,57754459.77589113,0.0,7705.53451119838,7584.902930959524,7594.676852561016,9142.322559201753,335529090.9293394,0.0,28186614.07570998,0.0 - 11/24 12:00:00,53649836.69454668,0.0,63034269.33813591,0.0,38430013.318991769,0.0,55447548.368936229,0.0,5137.835524461382,5057.40175086367,5063.918729217922,6095.845726534332,287439673.95248886,0.0,28186614.07570998,0.0 - 11/24 13:00:00,55618223.00393415,0.0,64385448.36641143,0.0,38214775.36257165,0.0,55553439.201501119,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,290673807.39279046,0.0,28186614.07570998,0.0 - 11/24 14:00:00,52644623.11710952,0.0,61948459.86581065,0.0,36724487.97156866,0.0,53590620.35130039,0.0,7711.494537070733,7590.769651515005,7600.551132984735,9149.393902391126,320296144.512051,0.0,28186614.07570998,0.0 - 11/24 15:00:00,54470613.39553451,0.0,64404946.01299665,0.0,37380045.42816487,0.0,54876812.400993358,0.0,10275.671048922764,10114.80350172734,10127.837458435844,12191.691453068664,364888429.701446,0.0,28186614.07570998,0.0 - 11/24 16:00:00,54935816.07775873,0.0,66711085.393507767,0.0,37783716.35263967,0.0,55822740.883976567,0.0,12842.557518663967,12641.504884932543,12657.79475426836,15237.204265336253,407417979.8314068,0.0,28186614.07570998,0.0 - 11/24 17:00:00,60137345.274651277,0.0,69935582.9776529,0.0,38873080.873878,0.0,57650982.93845709,0.0,15401.051816911302,15159.945477654173,15179.480614745602,18272.76008647525,457044648.8494701,0.0,35233267.594637479,0.0 - 11/24 18:00:00,63655891.56170512,0.0,73422972.76190719,0.0,41930099.85869746,0.0,61478880.37668713,0.0,17955.710000173265,17674.610010486158,17697.38554949461,21303.76450361761,509161136.7885748,0.0,14093307.03785499,0.0 - 11/24 19:00:00,52049648.555830847,0.0,61841602.71568988,0.0,30435795.79139173,0.0,47524524.76672755,0.0,10256.818454957753,10096.246048637797,10109.256092173877,12169.32356997693,345325490.82632687,0.0,63419881.67034747,0.0 - 11/24 20:00:00,38279109.10686019,0.0,48309333.79181502,0.0,16708858.487304202,0.0,30993718.983264068,0.0,7691.248755466738,7570.840821398867,7580.596622536899,9125.373055346981,249376033.68634165,0.0,63419881.67034747,69761869.8373822 - 11/24 21:00:00,41121545.56433764,0.0,51143010.32160015,0.0,19109196.48649931,0.0,34078822.768417309,0.0,5129.310459321772,5049.010147209169,5055.5163121256,6085.731062167927,222203019.87182246,0.0,49326574.63249246,69761869.8373822 - 11/24 22:00:00,43748781.44134209,0.0,53697145.54997869,0.0,21585890.225323265,0.0,37142134.223935369,0.0,5129.310459321772,5049.010147209169,5055.5163121256,6085.731062167927,232924396.17154748,0.0,35233267.594637479,69761869.8373822 - 11/24 23:00:00,45902397.25735686,0.0,55861853.92924416,0.0,23424885.01883594,0.0,39491422.75631388,0.0,5127.499170311159,5047.227214265913,5053.731081691266,6083.582036897987,241403901.17314963,0.0,35233267.594637479,62010550.96656194 - 11/24 24:00:00,49722183.86791961,0.0,59675638.72895573,0.0,26871273.289548603,0.0,43787859.11189695,0.0,5127.499170311159,5047.227214265913,5053.731081691266,6083.582036897987,256780297.20971967,0.0,35233267.594637479,46507913.22492146 - 11/25 01:00:00,58008658.559454727,0.0,67839203.82277638,0.0,34838883.19166793,0.0,53471339.84260164,0.0,2562.8263075072566,2522.7047835684554,2525.9555461692077,3040.695584762933,252505941.41572894,0.0,21139960.556782485,23253956.61246073 - 11/25 02:00:00,19061806.92097538,0.0,27012428.2146812,0.0,2081107.7617916479,0.0,10788357.682858106,0.0,1281.6450741376962,1261.580681411418,1263.2063568862798,1520.6229570642173,78121098.83050493,0.0,14093307.03785499,0.0 - 11/25 03:00:00,43655962.372145619,0.0,52443101.37445423,0.0,21896605.105503616,0.0,38226121.90781607,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,175402626.31276924,0.0,14093307.03785499,0.0 - 11/25 04:00:00,45469063.047574128,0.0,53877781.13718402,0.0,25224958.754655575,0.0,40896227.9958049,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,184648866.48806829,0.0,14093307.03785499,0.0 - 11/25 05:00:00,45878218.82962149,0.0,53990770.47902472,0.0,26206297.427536884,0.0,41577220.78556016,0.0,1282.102306869719,1262.0307560797247,1263.6570115217347,1521.1654462471163,186836747.39632914,0.0,14093307.03785499,0.0 - 11/25 06:00:00,46086975.99703604,0.0,53994150.98719321,0.0,26881076.62441277,0.0,41989825.666689317,0.0,1282.102306869719,1262.0307560797247,1263.6570115217347,1521.1654462471163,188136269.1499172,0.0,14093307.03785499,0.0 - 11/25 07:00:00,42812464.51678086,0.0,50608001.88263961,0.0,23944648.286749305,0.0,38193717.47447388,0.0,5131.961116850589,5051.619308199894,5058.128835286572,6088.875966144051,232348938.97597567,0.0,14093307.03785499,15502637.741640486 - 11/25 08:00:00,55020929.930120009,0.0,63341573.560470428,0.0,35815513.47328257,0.0,52000167.02960791,0.0,20538.12816094729,20216.59993320364,20242.65108568303,24367.70507441455,513492487.3087755,0.0,56373228.15141996,38756594.35410121 - 11/25 09:00:00,55556156.76265384,0.0,65072416.451082129,0.0,36588250.30769459,0.0,53065071.62681569,0.0,17961.863908977062,17680.66757869962,17703.450923503002,21311.065881504175,479047269.0019081,0.0,56373228.15141996,38756594.35410121 - 11/25 10:00:00,62017671.36162947,0.0,71014204.59822186,0.0,44588003.75618834,0.0,63192600.514777619,0.0,12829.902792126473,12629.048270499732,12645.322088216431,15222.189915360126,432787747.26914718,0.0,28186614.07570998,0.0 - 11/25 11:00:00,63135847.923347938,0.0,71828101.95219764,0.0,44089743.70955348,0.0,62781594.88017032,0.0,10272.40316498836,10111.586777125553,10124.616588756084,12187.814233523293,395542403.2170852,0.0,28186614.07570998,0.0 - 11/25 12:00:00,57427806.87341792,0.0,66479217.97819844,0.0,41106069.68900064,0.0,58825155.888643,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,300740171.88763216,0.0,28186614.07570998,0.0 - 11/25 13:00:00,62175128.555889178,0.0,71935617.68945199,0.0,42358601.19956904,0.0,61804610.39046576,0.0,5140.996358047156,5060.513101010005,5067.03408865649,6099.595934927416,315199259.9728838,0.0,28186614.07570998,0.0 - 11/25 14:00:00,64898333.78013176,0.0,74890318.24482623,0.0,42820503.76788891,0.0,63079453.45911018,0.0,5146.888154258446,5066.312660052494,5072.841121022753,6106.586326228424,322702070.9935807,0.0,28186614.07570998,0.0 - 11/25 15:00:00,65374844.365941699,0.0,75259486.54042989,0.0,42627875.2075562,0.0,62924098.81609826,0.0,7723.423837393386,7602.512196415697,7612.308809353069,9163.547561854564,361752757.58808627,0.0,28186614.07570998,0.0 - 11/25 16:00:00,64366550.23931898,0.0,73690369.4228368,0.0,41992643.63415961,0.0,61618832.25102691,0.0,12872.37306232231,12670.85366069283,12687.18134892178,15272.579269757605,434279149.9774426,0.0,28186614.07570998,0.0 - 11/25 17:00:00,61271909.31117606,0.0,69944212.2795152,0.0,39771256.23197288,0.0,58250504.890912268,0.0,12872.37306232231,12670.85366069283,12687.18134892178,15272.579269757605,421848637.1436767,0.0,35233267.594637479,0.0 - 11/25 18:00:00,62927737.776160407,0.0,71470934.83674598,0.0,41597789.2066335,0.0,60342140.39265439,0.0,18021.32228725123,17739.19512496996,17762.053888490493,21381.610977660646,505993658.4143347,0.0,14093307.03785499,0.0 - 11/25 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23:00:00,39579549.81793017,0.0,48310821.72055432,0.0,18684939.974044574,0.0,32697959.594815408,0.0,5149.618212369075,5068.99997859411,5075.5319024486,6109.825435963961,216327583.01309718,0.0,35233267.594637479,62010550.96656194 - 11/25 24:00:00,41999978.88912034,0.0,50727090.41361542,0.0,21083173.483536886,0.0,35641738.36162314,0.0,2576.1019054750056,2535.7725495734587,2539.040151324507,3056.4465749909379,187998481.40080584,0.0,35233267.594637479,46507913.22492146 - 11/26 01:00:00,48941630.6830273,0.0,57431469.450143348,0.0,28084325.588973296,0.0,44001772.92379492,0.0,2576.7211565019408,2536.382106110046,2539.650493336908,3057.1812926961317,217014964.82106097,0.0,21139960.556782485,23253956.61246073 - 11/26 02:00:00,10293342.299620197,0.0,17051386.853194979,0.0,0.0,0.0,3350952.688115928,0.0,1288.206897947171,1268.0397786450488,1269.6737773259625,1528.4083105339458,49971265.39295876,0.0,14093307.03785499,0.0 - 11/26 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03:00:00,32721625.38248068,0.0,44031638.3657773,0.0,13951377.767587744,0.0,30006013.02790969,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,139901603.98872528,0.0,14093307.03785499,0.0 - 11/27 04:00:00,35178471.431223828,0.0,45353004.14150213,0.0,20290652.05097867,0.0,33786586.34705385,0.0,1283.8428143572213,1263.7440155978187,1265.3724787495865,1523.2304919417825,153818997.25308556,0.0,14093307.03785499,0.0 - 11/27 05:00:00,37623497.54000861,0.0,47519325.8121196,0.0,22526007.417744839,0.0,36232988.00658331,0.0,1281.8747925777898,1261.8068035664783,1263.4327704228165,1520.8955092244967,163082654.32930608,0.0,14093307.03785499,0.0 - 11/27 06:00:00,39191862.03839193,0.0,48762153.77459843,0.0,23896678.319701248,0.0,37691795.40182777,0.0,1282.5507142980903,1262.4721436061546,1264.0989678210438,1521.697464544115,168733438.9794892,0.0,14093307.03785499,0.0 - 11/27 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11:00:00,15717124.2757314,0.0,51581906.14264344,0.0,33572382.70082567,0.0,47890710.62118619,0.0,10306.884626007763,10145.528424440185,10158.601973347631,12228.725170784526,302985188.44087508,0.0,28186614.07570998,0.0 - 11/27 12:00:00,0.0,0.0,51469541.68110602,0.0,33146177.483258949,0.0,46743264.56869473,0.0,5154.6445530573769,5073.947630981273,5080.48593039086,6115.788997323411,208488505.33537025,0.0,28186614.07570998,0.0 - 11/27 13:00:00,0.0,0.0,46630001.1254105,0.0,29576061.44385554,0.0,38845092.147361818,0.0,5165.4637032899859,5084.597405398679,5091.149428129604,6128.625506082048,192342564.47106899,0.0,28186614.07570998,0.0 - 11/27 14:00:00,0.0,6821949.961944319,35386464.25940293,0.0,22731653.390564719,0.0,31095303.405168758,0.0,5165.067981819692,5084.207879021826,5090.759399808254,6128.155997663162,166498909.58506299,6821949.961944319,28186614.07570998,0.0 - 11/27 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23:00:00,36102104.31934256,0.0,49327352.28484775,0.0,19370868.083630817,0.0,33757822.97739228,0.0,5136.20158249418,5055.793388562776,5062.308294378042,6093.907116761647,215411705.0411213,0.0,35233267.594637479,62010550.96656194 - 11/27 24:00:00,40868495.88339144,0.0,53738306.71949056,0.0,23172573.883867064,0.0,38579773.77569513,0.0,2567.2660201184114,2527.074991650455,2530.3313857103787,3045.9631343018188,194773438.17685605,0.0,35233267.594637479,46507913.22492146 - 11/28 01:00:00,50222260.986497018,0.0,62699338.49275389,0.0,31595250.628560477,0.0,48938280.26645136,0.0,2565.9805584252947,2525.809654099947,2529.064417643286,3044.4379830720256,231850183.78192876,0.0,21139960.556782485,23253956.61246073 - 11/28 02:00:00,12665388.151578606,0.0,23403925.288018519,0.0,222696.62047567548,0.0,7696739.303116284,0.0,1282.9902792126473,1262.9048270499735,1264.532208821643,1522.2189915360128,63186276.06702208,0.0,14093307.03785499,0.0 - 11/28 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23:00:00,0.0,0.0,9504373.39432896,0.0,0.0,123579.23930109883,0.0,0.0,5171.9735927020869,5091.005381277616,5097.565661339508,6136.34924137175,86893191.3504164,123579.23930109883,35233267.594637479,62010550.96656194 - 11/28 24:00:00,10263221.385234122,0.0,18374936.504677394,0.0,0.0,0.0,1407851.7371174007,0.0,2586.8794061663559,2546.3813264809457,2549.6625987238546,3069.233668158732,68753774.8253365,0.0,35233267.594637479,46507913.22492146 - 11/29 01:00:00,20147707.93775944,0.0,26942704.54380262,0.0,4541957.973492723,0.0,15897565.87045062,0.0,2586.8734619270978,2546.3754752998618,2549.6567400029268,3069.226615545758,106237612.57949773,0.0,21139960.556782485,23253956.61246073 - 11/29 02:00:00,0.0,0.0,0.0,0.0,0.0,0.0,0.0,0.0,1293.4367309635489,1273.1877376499309,1274.8283700014634,1534.613307772879,19353838.12699616,0.0,14093307.03785499,0.0 - 11/29 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11:00:00,43069845.96927128,0.0,49425109.41585375,0.0,28253807.05877518,0.0,41509745.64186385,0.0,10344.729267844885,10182.780601349436,10195.902153489082,12273.626393705483,317047846.3847641,0.0,28186614.07570998,0.0 - 11/29 12:00:00,36321103.40776108,0.0,42071825.97280447,0.0,24486651.873868508,0.0,35998875.53440726,0.0,5173.508727977128,5092.516483723547,5099.078710995175,6138.170620775871,216290245.1453395,0.0,28186614.07570998,0.0 - 11/29 13:00:00,34491393.50183697,0.0,40043684.171376507,0.0,22707827.461481934,0.0,33786587.96962987,0.0,5173.757498318326,5092.761359518646,5099.32390233773,6138.465777289554,208445003.8391966,0.0,28186614.07570998,0.0 - 11/29 14:00:00,35423994.09612304,0.0,41154575.06562027,0.0,22476327.926396558,0.0,33829029.24279015,0.0,5173.746923854195,5092.750950599723,5099.313480005853,6138.453231091516,210299278.83891467,0.0,28186614.07570998,0.0 - 11/29 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23:00:00,47875137.52353066,0.0,58463537.2248276,0.0,22808700.23043143,0.0,40009884.62614265,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,246116628.52747888,0.0,35233267.594637479,62010550.96656194 - 11/29 24:00:00,49296021.44603448,0.0,59334229.34141001,0.0,24904821.254684774,0.0,42035224.03909628,0.0,2573.792094662363,2533.498899279983,2536.7635712005619,3053.7060726326369,214082234.37721754,0.0,35233267.594637479,46507913.22492146 - 11/30 01:00:00,54923540.75409758,0.0,64106176.41041952,0.0,31499977.747279534,0.0,49267075.66875603,0.0,2573.444077129223,2533.156330026247,2536.4205605113768,3053.293163114212,238303501.45136453,0.0,21139960.556782485,23253956.61246073 - 11/30 02:00:00,15144241.176349074,0.0,23141452.04115423,0.0,0.0,0.0,6919881.290054653,0.0,1286.8960473311816,1266.7494496399918,1268.3817856002809,1526.8530363163184,64461543.65555394,0.0,14093307.03785499,0.0 - 11/30 03:00:00,38503975.74663861,0.0,46472017.052844468,0.0,15982284.789030575,0.0,32352787.0426312,0.0,1287.237306232231,1267.0853660692833,1268.7181348921782,1527.2579269757605,152572140.07415486,0.0,14093307.03785499,0.0 - 11/30 04:00:00,39437243.69959496,0.0,46818023.91479157,0.0,20328569.155144857,0.0,34238798.952459458,0.0,1287.237306232231,1267.0853660692833,1268.7181348921782,1527.2579269757605,160083711.1650009,0.0,14093307.03785499,0.0 - 11/30 05:00:00,39870105.66073097,0.0,47032023.500112999,0.0,21382380.480604538,0.0,35029755.130509469,0.0,1287.0678037697329,1266.9185171994562,1268.5510710205525,1527.0568187743134,162572803.93070857,0.0,14093307.03785499,0.0 - 11/30 06:00:00,40881122.35495024,0.0,47961657.02690987,0.0,22650461.50710569,0.0,36275029.71199152,0.0,1286.1865151012074,1266.0510252694408,1267.682461238642,1526.0112034099644,167013622.93902666,0.0,14093307.03785499,0.0 - 11/30 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03:00:00,100510422.11203642,0.0,119398319.48550162,0.0,66074845.56066805,0.0,98658050.87254262,0.0,1212.5470496072624,1193.5643993452323,1195.102428898374,1438.6407885926088,402785114.8299453,0.0,14093307.03785499,0.0 - 12/03 04:00:00,104702265.34853634,0.0,123495417.55795823,0.0,69777434.30856231,0.0,102990099.39363536,0.0,1210.3013572299718,1191.3538637010416,1192.889044753381,1435.9763603103016,419075090.8622731,0.0,14093307.03785499,0.0 - 12/03 05:00:00,107236527.52847666,0.0,125585413.26703945,0.0,71954837.65532953,0.0,105359262.51722026,0.0,1209.1693851286887,1190.2396128341734,1191.7733580605419,1434.633318622161,428228977.3967899,0.0,14093307.03785499,0.0 - 12/03 06:00:00,109021043.1745978,0.0,127019995.24619843,0.0,73405086.95031531,0.0,106961144.52569878,0.0,1209.1693851286887,1190.2396128341734,1191.7733580605419,1434.633318622161,434500206.3255343,0.0,14093307.03785499,0.0 - 12/03 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11:00:00,38454334.01996125,0.0,70651448.43719514,0.0,43764326.201982099,0.0,62872821.894104119,0.0,10269.064080473645,10108.29996660182,10121.325542841514,12183.852537207275,369400082.21088996,0.0,28186614.07570998,0.0 - 12/05 12:00:00,53596873.427316669,0.0,70205329.94290039,0.0,42927772.59137953,0.0,61838501.78479269,0.0,5137.0230074655869,5056.601953973018,5063.117901707344,6094.881706134501,305434326.1957989,0.0,28186614.07570998,0.0 - 12/05 13:00:00,42385285.13299658,0.0,65237765.81018124,0.0,40429698.46855278,0.0,57329852.00092233,0.0,5139.433803426696,5058.975008473622,5065.494014130884,6097.742023516617,282284522.8710251,0.0,28186614.07570998,0.0 - 12/05 14:00:00,39214646.38040305,0.0,62537725.23561164,0.0,37866220.577033597,0.0,54395333.373415958,0.0,5146.888154258446,5066.312660052494,5072.841121022753,6106.586326228424,271027387.3080879,0.0,28186614.07570998,0.0 - 12/05 15:00:00,44439750.692628357,0.0,62906985.339878078,0.0,36765611.47376284,0.0,53799423.94930613,0.0,7721.376283987089,7600.496697839947,7610.290713601686,9161.118217897912,313447586.3435513,0.0,28186614.07570998,0.0 - 12/05 16:00:00,49965642.193638738,0.0,66349936.89441337,0.0,37477571.148476209,0.0,55418457.15438938,0.0,12865.45779139668,12664.046649623586,12680.365566323997,15264.374564776468,401718887.8505523,0.0,28186614.07570998,0.0 - 12/05 17:00:00,59530293.382312867,0.0,70925782.73857355,0.0,39517519.47487324,0.0,58400084.313162337,0.0,12861.865151012073,12660.510252694405,12676.82461238642,15260.112034099644,420827203.28961518,0.0,35233267.594637479,0.0 - 12/05 18:00:00,61805306.25350031,0.0,72516853.95993293,0.0,41309177.75811082,0.0,60519428.45280728,0.0,18021.32228725123,17739.19512496996,17762.053888490493,21381.610977660646,505805822.6264918,0.0,14093307.03785499,0.0 - 12/05 19:00:00,48249615.52634911,0.0,58735387.248121369,0.0,27390992.231892039,0.0,43741502.04208459,0.0,18011.640907955352,17729.665309473017,17752.511792853595,21370.12439068705,447627689.69193556,0.0,63419881.67034747,0.0 - 12/05 20:00:00,35029358.491350058,0.0,45480081.96939138,0.0,13899197.920028612,0.0,27510723.64599865,0.0,10288.028111479149,10126.967112164195,10140.016742926262,12206.352636093738,275860274.59635677,0.0,63419881.67034747,69761869.8373822 - 12/05 21:00:00,37721650.94474734,0.0,47879939.49117121,0.0,16266041.549896155,0.0,30440390.530705658,0.0,10289.492120809658,10128.408202155526,10141.459689909136,12208.089627279714,286270841.22107496,0.0,49326574.63249246,69761869.8373822 - 12/05 22:00:00,40195522.1317467,0.0,50102232.31651986,0.0,18495932.62396371,0.0,33190488.373868593,0.0,5146.888154258446,5066.312660052494,5072.841121022753,6106.586326228424,218997637.18772245,0.0,35233267.594637479,69761869.8373822 - 12/05 23:00:00,41468658.53856799,0.0,51164095.19078215,0.0,19667785.83176765,0.0,34597769.74699273,0.0,5147.584189324726,5066.997798559966,5073.5271424011239,6107.4121452652739,223922185.90009446,0.0,35233267.594637479,62010550.96656194 - 12/05 24:00:00,45234338.64324282,0.0,54793658.81334758,0.0,23187550.07968185,0.0,38888757.3845604,0.0,2572.007027869787,2531.7417780410489,2535.0041857315657,3051.5881590234346,200589533.06322969,0.0,35233267.594637479,46507913.22492146 - 12/06 01:00:00,54004307.64602194,0.0,63417459.20917787,0.0,31389219.406092474,0.0,48865982.62022835,0.0,2571.636538009163,2531.3770882683077,2534.639026018829,3051.1485869462715,236156653.34279389,0.0,21139960.556782485,23253956.61246073 - 12/06 02:00:00,14683835.995824647,0.0,22995576.77574795,0.0,0.0,0.0,6830206.206669364,0.0,1286.1865151012074,1266.0510252694408,1267.682461238642,1526.0112034099644,63754971.31631127,0.0,14093307.03785499,0.0 - 12/06 03:00:00,38803104.43033038,0.0,47014316.719314727,0.0,16481401.412746013,0.0,32870179.457767019,0.0,1286.1865151012074,1266.0510252694408,1267.682461238642,1526.0112034099644,154414354.35822747,0.0,14093307.03785499,0.0 - 12/06 04:00:00,39969770.40150143,0.0,47568554.73001246,0.0,20932442.676225984,0.0,34981327.77243752,0.0,1286.3672707475933,1266.2289511524626,1267.8606163973246,1526.2256630845344,162700152.58515234,0.0,14093307.03785499,0.0 - 12/06 05:00:00,40543711.772732857,0.0,47908477.514799538,0.0,21950680.045711895,0.0,35767383.38870341,0.0,1286.5457791396682,1266.4046649623588,1268.0365566323997,1526.4374564776468,165420980.76791118,0.0,14093307.03785499,0.0 - 12/06 06:00:00,41451416.95296286,0.0,48703756.841297399,0.0,23034085.650992007,0.0,36805186.572613198,0.0,1286.0035139348937,1265.8708890205244,1267.5020928657828,1525.7940795117173,169237060.08906395,0.0,14093307.03785499,0.0 - 12/06 07:00:00,38766263.727547299,0.0,45978862.69368781,0.0,20683257.233539627,0.0,33746165.956052739,0.0,5143.273076018326,5062.754176536615,5069.278052037658,6102.297173892543,216133918.53337399,0.0,14093307.03785499,15502637.741640486 - 12/06 08:00:00,49492730.027409,0.0,58692216.04103508,0.0,32484039.890404785,0.0,47488862.92187461,0.0,20573.092304073303,20251.01670614646,20277.112208150633,24409.18869557017,495995324.5709095,0.0,56373228.15141996,38756594.35410121 - 12/06 09:00:00,40329396.2445444,0.0,55340204.72588958,0.0,32564727.62879398,0.0,45193414.31419098,0.0,18004.049195088508,17722.192446287336,17745.029300120957,21361.117113164037,442824339.9101979,0.0,56373228.15141996,38756594.35410121 - 12/06 10:00:00,41645311.14907207,0.0,60499451.8460735,0.0,37308960.9721899,0.0,53657619.7208422,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,385671035.16813758,0.0,28186614.07570998,0.0 - 12/06 11:00:00,32979604.51076189,0.0,57367341.41455957,0.0,35978348.13284381,0.0,51691978.02495664,0.0,10297.898449857848,10136.682928554266,10149.745079137425,12218.063415806084,332105875.6272021,0.0,28186614.07570998,0.0 - 12/06 12:00:00,30045048.13269212,0.0,54510067.03996503,0.0,34662915.53595086,0.0,49683012.94604423,0.0,5148.949224928924,5068.341464277133,5074.8725395687129,6109.031707903042,245945345.42669235,0.0,28186614.07570998,0.0 - 12/06 13:00:00,30157091.685446089,0.0,53757269.78445992,0.0,33992266.37013293,0.0,47954497.41498468,0.0,5148.271215078931,5067.6740687978249,5074.20428408221,6108.227275097253,242895281.89002607,0.0,28186614.07570998,0.0 - 12/06 14:00:00,35734225.11649774,0.0,55269464.44418981,0.0,33596297.05322658,0.0,48464039.49215543,0.0,5150.27817098033,5069.649605430191,5076.1823663951649,6110.608451664047,250128213.04616059,0.0,28186614.07570998,0.0 - 12/06 15:00:00,34892862.0623703,0.0,54400323.59985986,0.0,32019594.19543601,0.0,46858453.818249139,0.0,7727.3564647097259,7606.383257717769,7616.18485891274,9168.213474047789,283796530.67531219,0.0,28186614.07570998,0.0 - 12/06 16:00:00,32064436.37919732,0.0,54505215.628241989,0.0,30511565.54577829,0.0,45663520.11049926,0.0,12868.960473311814,12667.494496399913,12683.81785600281,15268.530363163185,355304429.14367666,0.0,28186614.07570998,0.0 - 12/06 17:00:00,52509618.57580217,0.0,64961299.26783207,0.0,36202245.853267747,0.0,53591311.71744406,0.0,12863.672707475933,12662.289511524623,12678.606163973247,15262.256630845342,399745045.464095,0.0,35233267.594637479,0.0 - 12/06 18:00:00,56824288.07582232,0.0,68581827.647926,0.0,39324677.32288763,0.0,57533042.82774518,0.0,18001.45576606414,17719.639617878147,17742.473182131806,21358.040108623896,491621627.1032939,0.0,14093307.03785499,0.0 - 12/06 19:00:00,45117448.38492571,0.0,56666160.09287745,0.0,26565646.574629077,0.0,42389425.15113904,0.0,17990.76842521152,17709.1195893403,17731.939597463428,21345.359986663145,439936555.5588135,0.0,63419881.67034747,0.0 - 12/06 20:00:00,32317032.431501628,0.0,43693031.048076387,0.0,13070388.329313336,0.0,26226359.17098723,0.0,10285.04625670184,10124.03193887969,10137.077787371394,12202.814779224856,269203105.72371867,0.0,63419881.67034747,69761869.8373822 - 12/06 21:00:00,35388539.89868823,0.0,46323372.11188461,0.0,15417546.298309727,0.0,29190559.9530911,0.0,10288.028111479149,10126.967112164195,10140.016742926262,12206.352636093738,280260930.8315617,0.0,49326574.63249246,69761869.8373822 - 12/06 22:00:00,39318984.53903134,0.0,49958345.76958498,0.0,18506342.052366675,0.0,33149989.127904804,0.0,5142.52312835092,5062.015969439845,5068.538893685697,6101.407389612428,217881808.86080785,0.0,35233267.594637479,69761869.8373822 - 12/06 23:00:00,42201691.21335298,0.0,52740677.7449314,0.0,20877948.097410215,0.0,36202582.28043865,0.0,5138.6391256853189,5058.192771560533,5064.7107692256909,6096.799168711188,228912929.94279108,0.0,35233267.594637479,62010550.96656194 - 12/06 24:00:00,46857160.238873187,0.0,57353843.18387163,0.0,25003376.309632694,0.0,41370741.805954847,0.0,2567.6856287144426,2527.488031195637,2530.744957499173,3046.460983883565,209005688.10298649,0.0,35233267.594637479,46507913.22492146 - 12/07 01:00:00,56413243.68605047,0.0,66706308.090547319,0.0,33867712.793216098,0.0,52182919.61613787,0.0,2564.655229660886,2524.5050736045848,2527.7581560628,3042.8655310839637,247545406.5514358,0.0,21139960.556782485,23253956.61246073 - 12/07 02:00:00,18748420.496429739,0.0,27253634.299002224,0.0,2197753.7524173215,0.0,10885040.39581036,0.0,1281.1790336509048,1261.1219368753876,1262.7470212110912,1520.0700178164989,78255273.77805361,0.0,14093307.03785499,0.0 - 12/07 03:00:00,46921373.609556589,0.0,56374461.26213646,0.0,24679123.918867925,0.0,41746348.43202789,0.0,1276.5913826487129,1256.6061064054603,1258.2253716326825,1514.6269450238029,188823086.5231472,0.0,14093307.03785499,0.0 - 12/07 04:00:00,53810243.81342463,0.0,63293589.92540587,0.0,31602749.7412728,0.0,49482741.65586975,0.0,1270.992438805243,1251.0948150723419,1252.7069784381554,1507.9840118783514,217207326.8150718,0.0,14093307.03785499,0.0 - 12/07 05:00:00,57315942.877030778,0.0,66874419.236673068,0.0,34732883.41305353,0.0,53231825.2751542,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,231163588.79001428,0.0,14093307.03785499,0.0 - 12/07 06:00:00,58446237.51840426,0.0,67731899.10084658,0.0,36026784.276997,0.0,54437110.13439752,0.0,1270.0385897019244,1250.1558986546759,1251.7668521308522,1506.8523063279225,235645760.1591807,0.0,14093307.03785499,0.0 - 12/07 07:00:00,56276009.88951232,0.0,65532190.25652393,0.0,33896657.32931104,0.0,51724296.42205086,0.0,1270.0385897019244,1250.1558986546759,1251.7668521308522,1506.8523063279225,226432883.0259335,0.0,14093307.03785499,15502637.741640486 - 12/07 08:00:00,53443116.20338909,0.0,66050040.00183558,0.0,35012736.69496464,0.0,49640673.81066129,0.0,5090.16061216443,5010.473198212472,5016.929704336736,6039.281262957281,280311207.9104659,0.0,56373228.15141996,38756594.35410121 - 12/07 09:00:00,48923680.33982606,0.0,70947890.63935556,0.0,39924916.613525237,0.0,58447486.27182813,0.0,12716.178446421598,12517.10430064212,12533.233867127778,15087.26032030645,408517570.8287276,0.0,56373228.15141996,38756594.35410121 - 12/07 10:00:00,51354169.62942533,0.0,74665308.88007537,0.0,46691988.98364769,0.0,66616644.04586847,0.0,12749.063900393337,12549.474926697158,12565.646206038486,15126.277656128967,430093777.2203455,0.0,28186614.07570998,0.0 - 12/07 11:00:00,27838971.757508033,0.0,64519256.7665257,0.0,41669683.30404421,0.0,59501548.9049118,0.0,12765.913826487129,12566.0610640546,12582.253716326824,15146.269450238027,384547253.73857346,0.0,28186614.07570998,0.0 - 12/07 12:00:00,26850111.82504969,0.0,61306806.32546927,0.0,40079039.5486323,0.0,57318762.39703336,0.0,7666.030068181636,7546.016937367755,7555.740750397492,9095.452045539683,300262383.3815363,0.0,28186614.07570998,0.0 - 12/07 13:00:00,40137954.00484767,0.0,62871234.826385308,0.0,39636816.3801935,0.0,56627470.772379469,0.0,7666.030068181636,7546.016937367755,7555.740750397492,9095.452045539683,313981139.2691575,0.0,28186614.07570998,0.0 - 12/07 14:00:00,42875577.587852049,0.0,62955497.84493462,0.0,38788000.89172624,0.0,56121908.09671636,0.0,7669.193118743194,7549.1304697827049,7558.85829491675,9099.204884289908,315495976.7850665,0.0,28186614.07570998,0.0 - 12/07 15:00:00,50183521.618064809,0.0,67123372.58588635,0.0,39828946.40824292,0.0,58215044.30979232,0.0,7669.193118743194,7549.1304697827049,7558.85829491675,9099.204884289908,330105877.2858235,0.0,28186614.07570998,0.0 - 12/07 16:00:00,55904442.281328078,0.0,71803324.91179052,0.0,41469565.49639359,0.0,60942820.73338744,0.0,17887.40349242382,17607.372853858094,17630.06175092748,21222.721439592588,497771367.7553868,0.0,28186614.07570998,0.0 - 12/07 17:00:00,59446709.866699937,0.0,73911158.58946906,0.0,41498689.586544487,0.0,61422027.421776209,0.0,23016.91234915526,22656.578292528473,22685.77360616727,27308.68789271379,580683213.1705229,0.0,35233267.594637479,0.0 - 12/07 18:00:00,62891586.06160464,0.0,76782341.27926708,0.0,44069838.42064646,0.0,64626767.712180707,0.0,17894.783943734117,17614.637762826307,17637.33602147242,21231.478063343115,516132182.32265236,0.0,14093307.03785499,0.0 - 12/07 19:00:00,53042105.69958795,0.0,66752401.83545387,0.0,33219095.350631346,0.0,51771645.39873915,0.0,17883.667808802922,17603.695653061175,17626.37981168201,21218.28919357621,472380565.16605266,0.0,63419881.67034747,0.0 - 12/07 20:00:00,41170332.93978293,0.0,55012585.290866728,0.0,20385800.190403247,0.0,36631383.2032905,0.0,15319.096591784555,15079.273276865519,15098.70445959219,18175.523340285636,382421453.2310438,0.0,63419881.67034747,69761869.8373822 - 12/07 21:00:00,46443404.56935258,0.0,60347512.59870664,0.0,24264757.02123376,0.0,41885879.92091289,0.0,12751.92581252369,12552.29203505922,12568.466944532209,15129.673205625726,363750042.9020729,0.0,49326574.63249246,69761869.8373822 - 12/07 22:00:00,52358676.252455119,0.0,66307797.12437822,0.0,28710999.161848725,0.0,47822870.32862748,0.0,10187.547442691379,10028.05948699095,10040.98166518269,12087.13615815998,347637751.97819957,0.0,35233267.594637479,69761869.8373822 - 12/07 23:00:00,57131677.801194179,0.0,71190386.77632311,0.0,32111014.628534158,0.0,52459104.772426228,0.0,7631.564342756853,7512.0907793040719,7521.770875016373,9054.5597779608,327084132.7686148,0.0,35233267.594637479,62010550.96656194 - 12/07 24:00:00,62918750.33570478,0.0,77024628.1445658,0.0,36725067.79747009,0.0,58457562.51828664,0.0,5085.224772375858,5005.61462991657,5012.0648752796819,6033.425077460728,311216794.47414556,0.0,35233267.594637479,46507913.22492146 - 12/08 01:00:00,72163177.47307624,0.0,85964140.9082037,0.0,45237191.20421796,0.0,68842225.58899497,0.0,2541.984877610486,2502.1896301446838,2505.4139568763109,3015.9680237567029,310242738.5326904,0.0,21139960.556782485,23253956.61246073 - 12/08 02:00:00,38002848.42430636,0.0,49554780.43949288,0.0,14749555.984902122,0.0,32016303.707068419,0.0,1269.716454757721,1249.8388067931185,1251.4493516640662,1506.4701055132724,153322397.54319126,0.0,14093307.03785499,0.0 - 12/08 03:00:00,64787393.740263,0.0,77828659.55098455,0.0,37378131.35431877,0.0,59759658.43462653,0.0,1269.3922323268208,1249.5196601248577,1251.1297937427485,1506.0854279753399,258747900.691204,0.0,14093307.03785499,0.0 - 12/08 04:00:00,67052669.01671857,0.0,79559819.7884432,0.0,39677894.42899981,0.0,62306238.35547371,0.0,1268.7375374688218,1248.8752146369937,1250.4845178210965,1505.3086575175633,267580882.92843542,0.0,14093307.03785499,0.0 - 12/08 05:00:00,70018982.20818419,0.0,82341161.2027272,0.0,41950506.925148639,0.0,65067010.28321625,0.0,1269.0659255201966,1249.1984617121635,1250.8081814331159,1505.698277405177,278366835.6651306,0.0,14093307.03785499,0.0 - 12/08 06:00:00,73095890.05567727,0.0,85522162.0013488,0.0,44043867.1419671,0.0,67833124.6743314,0.0,1268.074530255533,1248.222586925313,1249.831049131997,1504.5220247675378,289469384.56121388,0.0,14093307.03785499,0.0 - 12/08 07:00:00,72171969.41562136,0.0,84651095.7611285,0.0,42665546.793521348,0.0,66234571.14360624,0.0,1266.7236808677,1246.8928853366472,1248.4996340871142,1502.9192935339648,284677310.89164897,0.0,14093307.03785499,15502637.741640486 - 12/08 08:00:00,78716174.78259869,0.0,92915394.77808827,0.0,46691070.89862902,0.0,72061124.2766792,0.0,1266.0358905396157,1246.215862494456,1247.8217388318886,1502.1032565642636,309327601.03034397,0.0,56373228.15141996,38756594.35410121 - 12/08 09:00:00,82771494.87550459,0.0,97972624.98218119,0.0,54523165.560920659,0.0,80398406.56475674,0.0,5072.298121022132,4992.890347701252,4999.324196527988,6018.088099070151,391563054.73492076,0.0,56373228.15141996,38756594.35410121 - 12/08 10:00:00,84899779.33390585,0.0,97325886.1628894,0.0,59674318.71035512,0.0,84924163.88950922,0.0,7614.395553121179,7495.190770272979,7504.849088598695,9034.189664431062,440759198.3717857,0.0,28186614.07570998,0.0 - 12/08 11:00:00,80986795.5177908,0.0,93913201.54017893,0.0,57544345.8413713,0.0,82310634.4440793,0.0,7606.439504731765,7487.3592753053,7497.007501950407,9024.750116718062,428570980.3787603,0.0,28186614.07570998,0.0 - 12/08 12:00:00,77374131.61183402,0.0,90407960.26238348,0.0,55485316.75726411,0.0,79536471.22315812,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,378740925.2098401,0.0,28186614.07570998,0.0 - 12/08 13:00:00,76104218.03883302,0.0,88786495.89069483,0.0,54030490.738992739,0.0,77642576.5333733,0.0,5077.568929307283,4998.078640499431,5004.519174970994,6024.341711901359,372540011.6459385,0.0,28186614.07570998,0.0 - 12/08 14:00:00,79661022.68324943,0.0,91330950.32249174,0.0,54193472.9143842,0.0,78420321.78977673,0.0,7622.151804410921,7502.825596001852,7512.49375257979,9043.392160512029,417656875.6385186,0.0,28186614.07570998,0.0 - 12/08 15:00:00,78412339.24513012,0.0,90185348.94285849,0.0,52902374.60800832,0.0,76903239.9656799,0.0,10182.74691140684,10023.334108919207,10036.250197978992,12081.440511038418,450768880.98731335,0.0,28186614.07570998,0.0 - 12/08 16:00:00,78915370.19042301,0.0,90622123.10906732,0.0,52258601.93383043,0.0,76281891.62734068,0.0,12749.063900393337,12549.474926697158,12565.646206038486,15126.277656128967,488843652.5419901,0.0,28186614.07570998,0.0 - 12/08 17:00:00,77126729.47277516,0.0,88736041.40792653,0.0,50251400.26739918,0.0,73829097.21509281,0.0,15305.719589211305,15066.105693763031,15085.519908714887,18159.652037364056,518964458.38778558,0.0,35233267.594637479,0.0 - 12/08 18:00:00,79129051.46793565,0.0,90579452.32920309,0.0,52139157.116126339,0.0,76086536.02000976,0.0,17860.619572033418,17581.008240737945,17603.663164312344,21190.943340454476,565184640.4764123,0.0,14093307.03785499,0.0 - 12/08 19:00:00,66831494.99244005,0.0,78513425.62703088,0.0,39875895.48716772,0.0,61370686.25650124,0.0,10210.527349126556,10050.679638703985,10063.630965269998,12114.400939948358,399372762.37811598,0.0,63419881.67034747,0.0 - 12/08 20:00:00,51891426.83571098,0.0,63863166.0050123,0.0,25221935.937261188,0.0,43698476.81646499,0.0,7661.188159222337,7541.250829396471,7550.96850080962,9089.707305386502,299310218.8557832,0.0,63419881.67034747,69761869.8373822 - 12/08 21:00:00,53917995.92152221,0.0,65690953.82148795,0.0,27252968.375271,0.0,46101632.13748607,0.0,5107.458772814892,5027.500552930982,5033.979000539748,6059.804870257667,269387025.76332309,0.0,49326574.63249246,69761869.8373822 - 12/08 22:00:00,56860838.07456616,0.0,68603411.52552723,0.0,29943768.905452916,0.0,49462716.682515177,0.0,5106.365530594851,5026.424425621841,5032.90148653073,6058.507780095211,281277852.3902949,0.0,35233267.594637479,69761869.8373822 - 12/08 23:00:00,60381582.791275639,0.0,72128457.63114862,0.0,32989879.85712358,0.0,53289877.92398393,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,294936164.9271224,0.0,35233267.594637479,62010550.96656194 - 12/08 24:00:00,64792167.48282111,0.0,76347890.23944229,0.0,37186454.950598258,0.0,58324864.60238963,0.0,5085.224772375858,5005.61462991657,5012.0648752796819,6033.425077460728,312742162.95336946,0.0,35233267.594637479,46507913.22492146 - 12/09 01:00:00,72968584.03925789,0.0,84312607.75809986,0.0,45194380.61416048,0.0,67957809.00823239,0.0,2541.35316957305,2501.5678116144188,2504.791337069402,3015.218526284063,308459932.46009799,0.0,21139960.556782485,23253956.61246073 - 12/09 02:00:00,36901867.42245677,0.0,46224870.29080449,0.0,13455729.47153263,0.0,29806840.044826986,0.0,1270.992438805243,1251.0948150723419,1252.7069784381554,1507.9840118783514,145407308.90871964,0.0,14093307.03785499,0.0 - 12/09 03:00:00,58462319.69629054,0.0,68388929.9633128,0.0,33850449.87172053,0.0,53062551.413254138,0.0,1270.0385897019244,1250.1558986546759,1251.7668521308522,1506.8523063279225,232767980.07311336,0.0,14093307.03785499,0.0 - 12/09 04:00:00,59830574.250452879,0.0,69494611.95548345,0.0,35550468.55732724,0.0,55009147.67308567,0.0,1269.716454757721,1249.8388067931185,1251.4493516640662,1506.4701055132724,238883711.42377068,0.0,14093307.03785499,0.0 - 12/09 05:00:00,60035582.91854446,0.0,69445335.50850702,0.0,36326430.06931617,0.0,55480376.20553657,0.0,1270.676584786525,1250.7839058072094,1252.395668534701,1507.6092631420316,240301000.2220779,0.0,14093307.03785499,0.0 - 12/09 06:00:00,60108685.30353467,0.0,69337368.15508113,0.0,36930520.58994777,0.0,55831973.527108568,0.0,1270.0385897019244,1250.1558986546759,1251.7668521308522,1506.8523063279225,241212276.70420749,0.0,14093307.03785499,0.0 - 12/09 07:00:00,57853404.06409884,0.0,67125396.67158751,0.0,34694772.96754748,0.0,53040695.52843058,0.0,5078.865819030884,4999.355227172474,5005.797406656265,6025.880422053089,288709905.1813501,0.0,14093307.03785499,15502637.741640486 - 12/09 08:00:00,63784242.95347572,0.0,74451950.2153988,0.0,38281389.78368659,0.0,57757643.0765939,0.0,20315.463276123537,19997.420908689895,20023.18962662506,24103.521688212357,538257769.827898,0.0,56373228.15141996,38756594.35410121 - 12/09 09:00:00,77609596.00152225,0.0,89141085.0359386,0.0,51021461.43813502,0.0,73892397.02693483,0.0,17719.64481649957,17442.240471300793,17464.71657844054,21023.68217435081,556805562.0486609,0.0,56373228.15141996,38756594.35410121 - 12/09 10:00:00,78732978.71077691,0.0,91754467.36074287,0.0,58434286.837851379,0.0,82127159.73898907,0.0,12649.888221373116,12451.851861433204,12467.897343490758,15008.609498739881,500330581.57849326,0.0,28186614.07570998,0.0 - 12/09 11:00:00,78136738.81302753,0.0,90977729.86667842,0.0,57544082.139171559,0.0,81382513.38975999,0.0,10117.085684826014,9958.700821089593,9971.533623561027,12003.535972143374,459424146.1744696,0.0,28186614.07570998,0.0 - 12/09 12:00:00,77739666.15144529,0.0,90534417.37932226,0.0,56825039.75281721,0.0,80730633.76760063,0.0,5057.122241332642,4977.9520492393589,4984.366648543805,6000.082497117512,381500041.4216254,0.0,28186614.07570998,0.0 - 12/09 13:00:00,72621680.83759871,0.0,87358962.93262506,0.0,55069949.02307662,0.0,78154619.41936332,0.0,5059.955288549247,4980.740744573282,4987.158937396303,6003.443799495952,368917887.78471687,0.0,28186614.07570998,0.0 - 12/09 14:00:00,75186957.3503058,0.0,89746611.93687889,0.0,55496381.82539425,0.0,79432492.61060733,0.0,5054.2566289413639,4975.131298544645,4981.542263023914,5996.68255740241,375489849.6156706,0.0,28186614.07570998,0.0 - 12/09 15:00:00,78263476.9021095,0.0,92073598.65594566,0.0,56076922.035548198,0.0,80522694.25202073,0.0,7583.54024840862,7464.8185111117459,7474.437691681501,8997.581023209,420410050.7535032,0.0,28186614.07570998,0.0 - 12/09 16:00:00,83904104.31795587,0.0,96707380.25458452,0.0,57989334.88879304,0.0,83463462.3607305,0.0,12624.7434789568,12427.10076465016,12443.114352393219,14978.776221696746,510969727.1657728,0.0,28186614.07570998,0.0 - 12/09 17:00:00,84467840.82206296,0.0,96894429.55483864,0.0,57330553.43557899,0.0,82713462.65477063,0.0,12628.396403398601,12430.696501878374,12446.714723095862,14983.110277106247,510366390.92697587,0.0,35233267.594637479,0.0 - 12/09 18:00:00,86618404.55314768,0.0,98769609.83684069,0.0,59511879.032950628,0.0,85243118.88427387,0.0,17674.64087053952,17397.941070510224,17420.360093350508,20970.286710375443,594610635.7884054,0.0,14093307.03785499,0.0 - 12/09 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15:00:00,45000699.944578129,0.0,115947616.77208935,0.0,69292503.86858279,0.0,99069279.32030873,0.0,7424.880446742606,7308.642558238771,7318.0604901527,8809.337224949239,440409414.4978589,0.0,28186614.07570998,0.0 - 12/19 16:00:00,72761513.63197568,0.0,121558060.37265662,0.0,70383462.35195254,0.0,102810185.7481359,0.0,12374.80074457101,12181.070930397953,12196.767483587835,14682.22870824873,552678746.4252206,0.0,28186614.07570998,0.0 - 12/19 17:00:00,110572373.3410425,0.0,137299795.63297964,0.0,79370755.4218848,0.0,115355978.6840356,0.0,12370.005842494198,12176.35109340764,12192.041564605817,14676.539739967253,627692680.7456522,0.0,35233267.594637479,0.0 - 12/19 18:00:00,116827064.66983648,0.0,140898209.10827206,0.0,82527343.45139417,0.0,119317506.44664225,0.0,17311.270486576937,17040.259317695254,17062.21743108922,20539.161620504132,718600595.5572609,0.0,14093307.03785499,0.0 - 12/19 19:00:00,105604654.48691339,0.0,127999874.8035321,0.0,69382356.99156249,0.0,103529224.9807314,0.0,17277.211842923825,17006.733868462165,17028.64878089292,20498.752339908067,665036959.8586125,0.0,63419881.67034747,0.0 - 12/19 20:00:00,92929915.09209678,0.0,114467164.19645685,0.0,55442560.692425739,0.0,86796599.68563684,0.0,9884.411925462888,9729.669612834543,9742.207285217411,11727.477438362443,497537798.2093743,0.0,63419881.67034747,69761869.8373822 - 12/19 21:00:00,96645574.48751679,0.0,116828460.86949232,0.0,58105396.865552607,0.0,89967243.46711388,0.0,9872.692481670758,9718.13363912124,9730.656446224526,11713.572765661753,509272874.8873174,0.0,49326574.63249246,69761869.8373822 - 12/19 22:00:00,101790282.79747245,0.0,121279137.56513712,0.0,62294696.35859404,0.0,95132920.43287196,0.0,4914.326855600109,4837.392151908921,4843.625625439007,5830.661222780837,454030658.23469957,0.0,35233267.594637479,69761869.8373822 - 12/19 23:00:00,106289001.03466048,0.0,125461207.49226612,0.0,65444129.19262822,0.0,99299664.6240501,0.0,4908.178289397092,4831.339842656826,4837.565517168694,5823.366183686158,469935621.7420764,0.0,35233267.594637479,62010550.96656194 - 12/19 24:00:00,112249891.88062996,0.0,131158484.93849193,0.0,70253938.20280013,0.0,105405950.6787516,0.0,2445.744118978565,2407.455538542841,2410.5577907281319,2901.782037375537,455664207.84892389,0.0,35233267.594637479,46507913.22492146 - 12/20 01:00:00,122236287.73472579,0.0,140800007.8302695,0.0,79510954.40472329,0.0,116692792.25739238,0.0,2439.347478991486,2401.1590391480519,2404.2531776512016,2894.192668205627,495740270.7374979,0.0,21139960.556782485,23253956.61246073 - 12/20 02:00:00,81339225.96882814,0.0,98551325.8839944,0.0,43014930.62490838,0.0,71115064.63028616,0.0,1214.2151789702576,1195.2064138318602,1196.746559288265,1440.61996040539,312188984.31300196,0.0,14093307.03785499,0.0 - 12/20 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11:00:00,57067343.88910012,0.0,118487068.335843,0.0,76356177.29406156,0.0,108325361.22312905,0.0,9816.356578794184,9662.679685313651,9675.131034337388,11646.732367372317,507119189.5390768,0.0,28186614.07570998,0.0 - 12/20 12:00:00,56650099.16670673,0.0,115848002.67903051,0.0,74999897.74661316,0.0,106133109.15598576,0.0,4926.4406420049549,4849.316294727773,4855.565133732954,5845.033767938531,427345989.7665913,0.0,28186614.07570998,0.0 - 12/20 13:00:00,57608306.1683015,0.0,111220285.06452231,0.0,71564204.02880198,0.0,99305201.08313275,0.0,4944.145150943998,4866.743636276603,4873.014932190141,5866.039491972052,413677791.90573659,0.0,28186614.07570998,0.0 - 12/20 14:00:00,61607400.21969545,0.0,106733480.29409923,0.0,67002992.73668921,0.0,95029632.52753566,0.0,4974.1999286697559,4896.3279008503509,4902.637319108395,5901.698338482267,404803014.3316183,0.0,28186614.07570998,0.0 - 12/20 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23:00:00,90671252.44536388,0.0,111412793.98461996,0.0,55651684.04597199,0.0,86549883.37846393,0.0,4972.375843253626,4894.532371831694,4900.839476367331,5899.534130765651,418687828.41440567,0.0,35233267.594637479,62010550.96656194 - 12/20 24:00:00,93900001.17349643,0.0,113859641.42851463,0.0,58333331.43459026,0.0,89686491.31866357,0.0,2491.604911647372,2452.598371947095,2455.7587952808605,2956.1941172629969,393061627.6613628,0.0,35233267.594637479,46507913.22492146 - 12/21 01:00:00,101015415.95644662,0.0,120092033.69233927,0.0,65178079.60999575,0.0,97702259.88815092,0.0,2495.1420329135596,2456.0801189200117,2459.245028840126,2960.3907766251097,421322877.7932083,0.0,21139960.556782485,23253956.61246073 - 12/21 02:00:00,56809117.522747118,0.0,73718497.68513677,0.0,26666587.99057194,0.0,47708898.618151757,0.0,1254.3426172538225,1234.70564958333,1236.2966938366038,1488.2296341703523,223671970.35804633,0.0,14093307.03785499,0.0 - 12/21 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23:00:00,57063670.52217912,0.0,73312001.30811076,0.0,34465482.65675224,0.0,54800399.85005756,0.0,5076.263702080786,4996.793846848654,5003.232725732463,6022.793109620708,295598254.5205171,0.0,35233267.594637479,62010550.96656194 - 12/23 24:00:00,62309611.55912988,0.0,78138494.99808832,0.0,39053489.38664931,0.0,60464679.08010699,0.0,2528.561120666321,2488.9760246196794,2492.1833242719028,3000.041248558756,277801417.2091945,0.0,35233267.594637479,46507913.22492146 - 12/24 01:00:00,70940152.36772648,0.0,86294310.29493352,0.0,46973795.441862057,0.0,70053238.37630686,0.0,2534.1289790419016,2494.4567171337068,2497.6710792176374,3006.6472999831614,312179951.15218397,0.0,21139960.556782485,23253956.61246073 - 12/24 02:00:00,38055035.238149899,0.0,51021273.24138267,0.0,17583861.15481272,0.0,34043393.7998642,0.0,1260.9930334860583,1241.2519523088163,1242.851432141319,1496.120099167906,159571942.89578427,0.0,14093307.03785499,0.0 - 12/24 03:00:00,60403809.76315692,0.0,74088692.25159249,0.0,37613694.91910783,0.0,58310944.622562568,0.0,1263.5641572353409,1243.7828246361613,1245.3855657559785,1499.1706393506025,249323993.02954094,0.0,14093307.03785499,0.0 - 12/24 04:00:00,70153728.45665479,0.0,84060432.27092536,0.0,45743014.655356127,0.0,68709034.00917512,0.0,1239.3802078085278,1219.977479449136,1221.5495449519188,1470.4773065137914,287211193.7315155,0.0,14093307.03785499,0.0 - 12/24 05:00:00,73135607.10245177,0.0,87060801.70164141,0.0,48364279.79757379,0.0,71811525.69560324,0.0,1250.5936503042345,1231.0153734107069,1232.6016623664737,1483.7816279915326,299084986.6279328,0.0,14093307.03785499,0.0 - 12/24 06:00:00,74874377.37059477,0.0,88556059.63981353,0.0,49848542.98729607,0.0,73483234.45094875,0.0,1243.0939608134066,1223.6330929579236,1225.2098690918329,1474.8835326914128,305362768.0886495,0.0,14093307.03785499,0.0 - 12/24 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11:00:00,75852311.53559847,0.0,99887946.02197632,0.0,62586402.480229858,0.0,88772649.29331276,0.0,10078.887964627334,9921.101093326402,9933.885444710888,11958.215835224262,477910834.5475173,0.0,28186614.07570998,0.0 - 12/24 12:00:00,74956964.80124802,0.0,98583324.60240728,0.0,61331357.08220579,0.0,87415678.11497262,0.0,5042.470745969186,4963.529925769052,4969.925940695372,5982.699057150734,397738377.0113373,0.0,28186614.07570998,0.0 - 12/24 13:00:00,77213437.57567859,0.0,98831205.71157557,0.0,61076089.75674157,0.0,86874641.03203973,0.0,5037.918635675542,4959.049079611248,4965.439320509944,5977.298152052055,399378312.7522911,0.0,28186614.07570998,0.0 - 12/24 14:00:00,56663363.17615242,0.0,91803481.17713633,0.0,57158358.45286013,0.0,80933837.52801636,0.0,5055.693498939079,4976.5456740744989,4982.958461121,5998.387348806,362207946.2727513,0.0,28186614.07570998,0.0 - 12/24 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19:00:00,74074126.30867118,0.0,90587490.28713674,0.0,46930447.67305365,0.0,71703284.71443944,0.0,17734.1315321478,17456.500394713054,17478.9948772196,21040.870109475505,548653137.8721025,0.0,63419881.67034747,0.0 - 12/24 20:00:00,60019646.84151557,0.0,76210524.9632005,0.0,32482071.30493628,0.0,54269333.59121036,0.0,10147.256570589117,9988.399376007703,10001.270448098418,12039.332576407784,374816108.99683359,0.0,63419881.67034747,69761869.8373822 - 12/24 21:00:00,62729814.9191753,0.0,78391626.58399688,0.0,34641231.123967919,0.0,56910556.41590281,0.0,10147.256570589117,9988.399376007703,10001.270448098418,12039.332576407784,384507761.33901378,0.0,49326574.63249246,69761869.8373822 - 12/24 22:00:00,66509670.81624173,0.0,81906041.67292243,0.0,37641111.09321897,0.0,60757103.77260831,0.0,5072.298121022132,4992.890347701252,4999.324196527988,6018.088099070151,322711290.1065489,0.0,35233267.594637479,69761869.8373822 - 12/24 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03:00:00,64970500.396085377,0.0,76251540.29643616,0.0,37297486.73512147,0.0,58865729.72931578,0.0,1270.358634068487,1250.4709326669759,1252.0822920966319,1507.2320267520045,256393775.14506153,0.0,14093307.03785499,0.0 - 12/26 04:00:00,65009763.4515336,0.0,75671864.98972908,0.0,38091089.37856542,0.0,59352013.96833117,0.0,1272.2348275757632,1252.317754014892,1253.931493262356,1509.4580587296787,257161323.469057,0.0,14093307.03785499,0.0 - 12/26 05:00:00,64962918.859478387,0.0,75487140.43556574,0.0,38648070.268292348,0.0,59568165.46774006,0.0,1272.5401530411076,1252.618299553118,1254.232426084184,1509.8203157393203,257707455.33098037,0.0,14093307.03785499,0.0 - 12/26 06:00:00,64907473.34316228,0.0,75111562.74135739,0.0,38984584.90927803,0.0,59622657.834614548,0.0,1273.144457320642,1253.2131433364237,1254.8280363844188,1510.5372996992756,257676481.40067903,0.0,14093307.03785499,0.0 - 12/26 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11:00:00,75226506.97008063,0.0,90023861.4344926,0.0,55732633.070907469,0.0,79508871.11483318,0.0,10167.939510441944,10008.758520578735,10021.655827505243,12063.87209502681,452635886.0231037,0.0,28186614.07570998,0.0 - 12/26 12:00:00,69975784.76025191,0.0,89798213.48309048,0.0,55380168.45451448,0.0,79280386.6370712,0.0,5085.224772375858,5005.61462991657,5012.0648752796819,6033.425077460728,370525339.01304629,0.0,28186614.07570998,0.0 - 12/26 13:00:00,71983887.64950344,0.0,88198435.78981523,0.0,54226315.819800939,0.0,77499072.08239374,0.0,5086.471378568639,5006.841720256849,5013.2935468511109,6034.904128122579,368017150.1271904,0.0,28186614.07570998,0.0 - 12/26 14:00:00,67076607.84666632,0.0,87679576.74346012,0.0,53326251.75373883,0.0,76338272.8684014,0.0,5088.9393103030529,5009.271016059568,5015.725973049424,6037.832234918715,360567075.9358573,0.0,28186614.07570998,0.0 - 12/26 15:00:00,62914488.46893209,0.0,87658141.43519619,0.0,52098875.3065763,0.0,75189296.18744374,0.0,7627.837158563788,7508.421944874854,7518.097312919523,9050.137616191094,391996979.91532567,0.0,28186614.07570998,0.0 - 12/26 16:00:00,61823464.24298093,0.0,88059903.35865793,0.0,51216044.278536189,0.0,74754087.3752646,0.0,12684.070713236397,12485.499220009626,12501.588060123022,15049.16572050973,465646664.6254033,0.0,28186614.07570998,0.0 - 12/26 17:00:00,84308692.24235556,0.0,98674671.88631496,0.0,57288796.78240803,0.0,83187682.31257923,0.0,12660.358905396155,12462.158624944557,12478.217388318886,15021.032565642634,512898206.1671458,0.0,35233267.594637479,0.0 - 12/26 18:00:00,87273436.170847,0.0,101112960.1857201,0.0,59633316.039301898,0.0,86074186.14184976,0.0,17748.358844374117,17470.504975712367,17493.017504550946,21057.75027234214,599664572.2868452,0.0,14093307.03785499,0.0 - 12/26 19:00:00,72414068.99389227,0.0,86025836.39596135,0.0,44831148.62361188,0.0,68146841.33182508,0.0,17766.92295728275,17488.778463970284,17511.31454006362,21079.775883672475,537266345.9872514,0.0,63419881.67034747,0.0 - 12/26 20:00:00,57817825.61596983,0.0,71333050.13692391,0.0,29953051.003627939,0.0,50253092.34336069,0.0,10170.449544751717,10011.22925983314,10024.129750559363,12066.850154921456,361538590.4561188,0.0,63419881.67034747,69761869.8373822 - 12/26 21:00:00,61270212.588713187,0.0,74558252.09152332,0.0,32623364.71276924,0.0,53704756.720205519,0.0,10160.308717615395,10001.247189237407,10014.134817046817,12054.81845062338,374186419.14149418,0.0,49326574.63249246,69761869.8373822 - 12/26 22:00:00,65631954.48138737,0.0,78791704.77277905,0.0,36189924.67834231,0.0,58273265.54123413,0.0,5074.950149875287,4995.5008585479749,5001.938071284386,6021.234630070253,314823894.8289433,0.0,35233267.594637479,69761869.8373822 - 12/26 23:00:00,67914991.87599659,0.0,80916914.7115177,0.0,38140926.722987327,0.0,60698009.0654079,0.0,5073.628285294559,4994.199688003851,5000.635224049209,6019.666288203892,323588108.523895,0.0,35233267.594637479,62010550.96656194 - 12/26 24:00:00,71348194.9425656,0.0,84155259.87396437,0.0,41397830.602140549,0.0,64622173.08522011,0.0,2536.8141426472795,2497.0998440019259,2500.3176120246046,3009.833144101946,299482091.5778834,0.0,35233267.594637479,46507913.22492146 - 12/27 01:00:00,81956353.01990815,0.0,94944220.82684636,0.0,50920209.16114068,0.0,76463922.54261184,0.0,2528.561120666321,2488.9760246196794,2492.1833242719028,3000.041248558756,342119847.73572698,0.0,21139960.556782485,23253956.61246073 - 12/27 02:00:00,44099198.80980834,0.0,56629619.56767808,0.0,18718680.911170126,0.0,35088698.92221421,0.0,1259.8609955784169,1240.1376366658004,1241.7356805888613,1494.7769794030328,173387638.86292077,0.0,14093307.03785499,0.0 - 12/27 03:00:00,72743419.30410363,0.0,84947476.74082728,0.0,42799915.15697326,0.0,66618766.29905018,0.0,1259.4796589188855,1239.762269902812,1241.359830127486,1494.3245380130139,285955312.1700182,0.0,14093307.03785499,0.0 - 12/27 04:00:00,75334797.93709481,0.0,87884044.1733377,0.0,45843522.933323327,0.0,70037621.53092253,0.0,1257.5432105268058,1237.8561369715547,1239.4512409493919,1492.0270159145908,297916745.9503828,0.0,14093307.03785499,0.0 - 12/27 05:00:00,78141244.67254037,0.0,90740670.78660199,0.0,48502861.45622988,0.0,73083697.63083887,0.0,1254.7495220157453,1235.1061841752967,1236.6977445582739,1488.712411137864,309243431.64900496,0.0,14093307.03785499,0.0 - 12/27 06:00:00,80910793.30418283,0.0,93763726.01741484,0.0,50878780.496657509,0.0,75982146.05132462,0.0,1252.6956378091307,1233.0844539090884,1234.6734090862638,1486.2755559282958,320279670.4738178,0.0,14093307.03785499,0.0 - 12/27 07:00:00,79659121.5450904,0.0,92767251.89456862,0.0,49398050.80930015,0.0,74232134.65038529,0.0,5005.760742757414,4927.394624505803,4933.744075408192,5939.144039646935,370958315.4356905,0.0,14093307.03785499,15502637.741640486 - 12/27 08:00:00,81849766.97602842,0.0,99590515.51886313,0.0,52211302.10233207,0.0,78450790.2665012,0.0,20002.68039322525,19689.534700172964,19714.906675303162,23732.416737310188,611404713.4853665,0.0,56373228.15141996,38756594.35410121 - 12/27 09:00:00,72664504.74196862,0.0,105298227.0861455,0.0,58508957.55017321,0.0,86165906.53580064,0.0,17502.345344072084,17228.342862651338,17250.543340890265,20765.864645146412,584527142.2080243,0.0,56373228.15141996,38756594.35410121 - 12/27 10:00:00,95251094.86158605,0.0,116963825.50851569,0.0,71618851.31042841,0.0,101714302.90005717,0.0,12505.936503042345,12310.153734107065,12326.016623664735,14837.816279915323,572675797.8872135,0.0,28186614.07570998,0.0 - 12/27 11:00:00,91099288.71814117,0.0,114836944.9025633,0.0,70606214.44311619,0.0,100788244.0871804,0.0,9994.476619958401,9838.011224005182,9850.688505612241,11858.064996953688,526879160.9985073,0.0,28186614.07570998,0.0 - 12/27 12:00:00,97547042.0483638,0.0,117230031.40386267,0.0,71765342.01966839,0.0,102623548.93916722,0.0,4988.526712932095,4910.430396632404,4916.757987395676,5918.696521122557,463809846.23615989,0.0,28186614.07570998,0.0 - 12/27 13:00:00,81054158.61453185,0.0,114041782.9769577,0.0,70883497.656672,0.0,99819047.34506041,0.0,4983.209823294744,4905.19674389419,4911.517590561721,5912.3882345259939,440362811.2054179,0.0,28186614.07570998,0.0 - 12/27 14:00:00,76636872.22800127,0.0,115927789.31030116,0.0,71138288.3577841,0.0,100437023.29740882,0.0,4981.422639783247,4903.437539073965,4909.756118826527,5910.267809510592,438677555.979395,0.0,28186614.07570998,0.0 - 12/27 15:00:00,90225928.0246211,0.0,117136433.23037255,0.0,70560177.03511963,0.0,101227813.89853522,0.0,7485.426098740679,7368.240356760033,7377.735086520379,8881.17232987533,491155618.1274756,0.0,28186614.07570998,0.0 - 12/27 16:00:00,101723026.47627308,0.0,124423182.24024029,0.0,73027865.89158483,0.0,105465550.75025875,0.0,12466.90469227617,12271.732973619812,12287.546354106067,14791.506526377072,591183311.3253218,0.0,28186614.07570998,0.0 - 12/27 17:00:00,108745680.50672648,0.0,127594298.78250413,0.0,74162116.65351266,0.0,107285675.0920171,0.0,12462.473936740407,12267.37158238852,12283.179342777015,14786.249604066228,604265159.1122601,0.0,35233267.594637479,0.0 - 12/27 18:00:00,112099005.3731073,0.0,130414352.75708671,0.0,76761144.5364702,0.0,110485779.44776052,0.0,17453.666569186636,17180.426163067736,17202.564895748492,20708.1091369279,690921442.4681754,0.0,14093307.03785499,0.0 - 12/27 19:00:00,98905437.99457199,0.0,117309093.15891624,0.0,63006087.52496064,0.0,94104387.41282684,0.0,17447.46351143657,17174.320215343927,17196.451079887822,20700.749445692716,634393349.3997755,0.0,63419881.67034747,0.0 - 12/27 20:00:00,84349854.71169457,0.0,102550173.78128502,0.0,48399277.09548173,0.0,76438741.24940817,0.0,9980.568131654238,9824.320475680046,9836.980115360504,11841.563106500438,461078401.42297229,0.0,63419881.67034747,69761869.8373822 - 12/27 21:00:00,86709392.57630421,0.0,104547926.67973271,0.0,50524830.607872579,0.0,79022498.92919304,0.0,9984.06783746684,9827.765392945284,9840.429471753252,11845.715373855108,470197369.8667763,0.0,49326574.63249246,69761869.8373822 - 12/27 22:00:00,89977638.909373,0.0,107419634.52996779,0.0,53299432.86485721,0.0,82865212.78217538,0.0,4992.03391873342,4913.882696472642,4920.214735876626,5922.857686927554,408258279.6232102,0.0,35233267.594637479,69761869.8373822 - 12/27 23:00:00,92136811.27344696,0.0,109444371.67827799,0.0,55076456.00528753,0.0,85161817.59426013,0.0,4990.284065827119,4912.160237840023,4918.490057680252,5920.781553250219,416489633.843824,0.0,35233267.594637479,62010550.96656194 - 12/27 24:00:00,95927111.20802783,0.0,113132671.27210202,0.0,58549593.67252176,0.0,89355897.80240764,0.0,2494.2633564660475,2455.215198316202,2458.378993697838,2959.3482605612787,394287214.8676082,0.0,35233267.594637479,46507913.22492146 - 12/28 01:00:00,108150715.12762094,0.0,124408973.33094442,0.0,68895670.87712401,0.0,102024561.55356118,0.0,2477.8157154515918,2439.025048190132,2442.167980910836,2939.8337623426825,440555753.91407349,0.0,21139960.556782485,23253956.61246073 - 12/28 02:00:00,68832099.95228349,0.0,83881689.83148276,0.0,34434675.69017236,0.0,58013664.382926199,0.0,1235.551490682861,1216.2087016043179,1217.7759106521765,1465.9346797953054,263649824.6747096,0.0,14093307.03785499,0.0 - 12/28 03:00:00,99064458.76963659,0.0,114560246.3947483,0.0,60555295.41046713,0.0,92312390.01309785,0.0,1233.1012040268948,1213.7967746430516,1215.3608756768402,1463.0275082111935,384943421.4931585,0.0,14093307.03785499,0.0 - 12/28 04:00:00,102171653.95208726,0.0,118575332.01800563,0.0,64407940.31478909,0.0,96421626.42668832,0.0,1230.1036204259804,1210.8461187726082,1212.4064175851405,1459.470989693509,399982730.4388883,0.0,14093307.03785499,0.0 - 12/28 05:00:00,104611193.89195268,0.0,119694384.7742915,0.0,66350575.15820681,0.0,98488249.79776544,0.0,1230.1036204259804,1210.8461187726082,1212.4064175851405,1459.470989693509,407550581.3495345,0.0,14093307.03785499,0.0 - 12/28 06:00:00,106186507.92930572,0.0,121141092.28631898,0.0,67927606.17968498,0.0,100220550.01391234,0.0,1228.0710196354667,1208.845338726651,1210.403059329879,1457.0593864447065,413851520.1041141,0.0,14093307.03785499,0.0 - 12/28 07:00:00,105066326.19633419,0.0,120092530.73196672,0.0,66539312.29029224,0.0,98538508.8950838,0.0,1225.4923285152482,1206.307017496974,1207.8614672142163,1453.999867865259,408573856.565607,0.0,14093307.03785499,15502637.741640486 - 12/28 08:00:00,107570677.9490285,0.0,128105466.27140238,0.0,70340422.47717247,0.0,104151743.87336253,0.0,4880.843364377916,4804.43285098815,4810.623853094914,5790.934338589142,483200914.4363463,0.0,56373228.15141996,38756594.35410121 - 12/28 09:00:00,84128372.57394135,0.0,129628121.41104,0.0,72830962.27855475,0.0,107211471.52209299,0.0,12202.10841094479,12011.082127470374,12026.559632737286,14477.335846472855,576380437.4490801,0.0,56373228.15141996,38756594.35410121 - 12/28 10:00:00,78520659.01054226,0.0,133537108.65437791,0.0,80344178.90956249,0.0,115726620.1600679,0.0,12218.124505258755,12026.847486840054,12042.345307381653,14496.33833100447,590949727.0042963,0.0,28186614.07570998,0.0 - 12/28 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23:00:00,50785716.4566803,0.0,61943538.40238796,0.0,24406120.711493426,0.0,42539325.966238629,0.0,5152.203810950011,5071.545099146917,5078.080302649014,6112.8931499818759,256767702.04262049,0.0,35233267.594637479,62010550.96656194 - 12/31 24:00:00,49112712.79171557,0.0,59559041.50299226,0.0,24204061.3470089,0.0,41570117.3334157,0.0,2580.303349104235,2539.908218818894,2543.1811498018848,3061.431427478056,213055299.89786346,0.0,35233267.594637479,46507913.22492146 +Date/Time,86522:Zone Lights Electricity Rate [W](Hourly),92980:Zone Lights Electricity Rate [W](Hourly),146189:Zone Lights Electricity Rate [W](Hourly),156117:Zone Lights Electricity Rate [W](Hourly),86522_APPLIANCE:Other Equipment Electricity Rate [W](Hourly),92980_APPLIANCE:Other Equipment Electricity Rate [W](Hourly),146189_APPLIANCE:Other Equipment Electricity Rate [W](Hourly),156117_APPLIANCE:Other Equipment Electricity Rate [W](Hourly),86522 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),86522 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),92980 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),92980 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),146189 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),146189 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),156117 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Heating Energy [J](Hourly),156117 IDEAL LOADS AIR SYSTEM:Zone Ideal Loads Supply Air Total Cooling Energy [J](Hourly),DHW 86522:Water Use Equipment Heating Rate [W](Hourly),DHW 92980:Water Use Equipment Heating Rate [W](Hourly),DHW 146189:Water Use Equipment Heating Rate [W](Hourly),DHW 156117:Water Use Equipment Heating Rate [W](Hourly),DistrictHeating:Facility [J](Hourly),DistrictCooling:Facility [J](Hourly),InteriorEquipment:Electricity 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10:00:00,0.0,0.0,0.0,0.0,1883.7394663734909,1854.2500453060548,1856.6393289270248,2234.9861804239797,98512822.0070907,0.0,114594569.60403897,0.0,68588633.72204232,0.0,98726813.61563772,0.0,12674.03236133594,12475.618020380824,12491.694127559944,15037.255599167287,570065799.3392081,0.0,28186614.07570998,0.0 + 12/31 11:00:00,0.0,0.0,0.0,0.0,1883.7394663734909,1854.2500453060548,1856.6393289270248,2234.9861804239797,97838330.43823993,0.0,112578917.74573286,0.0,66590786.408598829,0.0,96421932.72755212,0.0,10155.137858614566,9996.157280998861,10009.038349941988,12048.683423802719,525382428.208213,0.0,28186614.07570998,0.0 + 12/31 12:00:00,0.0,0.0,0.0,0.0,1883.7394663734909,1854.2500453060548,1856.6393289270248,2234.9861804239797,86720209.81044163,0.0,104214907.6313559,0.0,62247335.256783869,0.0,90386885.78165828,0.0,5086.471378568639,5006.841720256849,5013.2935468511109,6034.904128122579,419678777.2659167,0.0,28186614.07570998,0.0 + 12/31 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16:00:00,0.0,0.0,0.0,0.0,1883.7394663734909,1854.2500453060548,1856.6393289270248,2234.9861804239797,88063928.87503772,0.0,102890581.81481953,0.0,58879422.88511861,0.0,86489945.8236323,0.0,12754.766324342754,12555.088078135861,12571.266590595738,15133.043364470044,527174871.085768,0.0,28186614.07570998,0.0 + 12/31 17:00:00,0.0,0.0,0.0,0.0,2354.6743329668636,2317.8125566325686,2320.799161158781,2793.7327255299744,84841693.21299942,0.0,97302413.02599658,0.0,55082713.95086543,0.0,80914342.75253558,0.0,12797.282462173336,12596.938617897327,12613.171059049284,15183.487139065275,509628328.34386387,0.0,35233267.594637479,0.0 + 12/31 18:00:00,0.0,0.0,0.0,0.0,941.8697331867454,927.1250226530274,928.3196644635124,1117.4930902119898,78276173.71822599,0.0,89055737.79916269,0.0,51782022.281936828,0.0,75145666.98771906,0.0,17979.58052612955,17698.106838905558,17720.912655975702,21332.08597147075,563290070.3599782,0.0,14093307.03785499,0.0 + 12/31 19:00:00,0.0,0.0,0.0,0.0,4238.413799340355,4172.062601938624,4177.438490085806,5028.718905953954,65404523.71838858,0.0,77169732.11792813,0.0,37373994.94408996,0.0,58789021.09365004,0.0,17985.236939898612,17703.674700461863,17726.48769228992,21338.797090489155,507852378.99735906,0.0,63419881.67034747,0.0 + 12/31 20:00:00,4662.255179274389,4589.268862132485,4595.182339094386,5531.590796549349,4238.413799340355,4172.062601938624,4177.438490085806,5028.718905953954,47882575.116969238,0.0,59346693.5459217,0.0,21319851.942945795,0.0,38738455.03138003,0.0,10278.867606853391,10117.950016947245,10130.988028261769,12195.484047033235,321091418.5539611,0.0,63419881.67034747,69761869.8373822 + 12/31 21:00:00,4662.255179274389,4589.268862132485,4595.182339094386,5531.590796549349,3296.5440661536088,3244.937579285596,3249.118825622293,3911.2258157419639,45523952.22084032,0.0,55766140.90625473,0.0,21216976.118446866,0.0,37371916.75603523,0.0,10281.992716094312,10121.02620202001,10134.06817731298,12199.191869854832,313729590.2765928,0.0,49326574.63249246,69761869.8373822 + 12/31 22:00:00,4662.255179274389,4589.268862132485,4595.182339094386,5531.590796549349,2354.6743329668636,2317.8125566325686,2320.799161158781,2793.7327255299744,50924186.97795059,0.0,62067387.20616983,0.0,24511315.76780682,0.0,42592224.59751489,0.0,5144.746060404829,5064.204101077763,5070.729844954568,6104.044813639857,257076523.9017194,0.0,35233267.594637479,69761869.8373822 + 12/31 23:00:00,4144.22682602168,4079.35009967332,4084.6065236394545,4916.969596932755,2354.6743329668636,2317.8125566325686,2320.799161158781,2793.7327255299744,50785716.4566803,0.0,61943538.40238796,0.0,24406120.711493426,0.0,42539325.966238629,0.0,5152.203810950011,5071.545099146917,5078.080302649014,6112.8931499818759,256767702.04262049,0.0,35233267.594637479,62010550.96656194 + 12/31 24:00:00,3108.170119516259,3059.51257475499,3063.4548927295907,3687.7271976995655,2354.6743329668636,2317.8125566325686,2320.799161158781,2793.7327255299744,49112712.79171557,0.0,59559041.50299226,0.0,24204061.3470089,0.0,41570117.3334157,0.0,2580.303349104235,2539.908218818894,2543.1811498018848,3061.431427478056,213055299.89786346,0.0,35233267.594637479,46507913.22492146 From 57c7a765299046f53c4a765cb3b915c8e866b438 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 6 Dec 2023 13:53:31 -0500 Subject: [PATCH 089/101] The ep results importer for multiple buildings is completed --- hub/imports/results/ep_multiple_buildings.py | 14 ++++++++++++++ tests/test_results_import.py | 6 ------ 2 files changed, 14 insertions(+), 6 deletions(-) diff --git a/hub/imports/results/ep_multiple_buildings.py b/hub/imports/results/ep_multiple_buildings.py index 73d3599f..9da12c7a 100644 --- a/hub/imports/results/ep_multiple_buildings.py +++ b/hub/imports/results/ep_multiple_buildings.py @@ -62,4 +62,18 @@ class EnergyPlusMultipleBuildings: building.cooling_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} Cooling Demand (J)'] building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} DHW Demand (W)'] building.appliances_electrical_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} Appliances (W)'] + building.lighting_electrical_demand[cte.HOUR] = building_energy_demands[f'Building {building.name} Lighting (W)'] + building.heating_demand[cte.MONTH] = MonthlyValues.get_total_month(building.heating_demand[cte.HOUR]) + building.cooling_demand[cte.MONTH] = MonthlyValues.get_total_month(building.cooling_demand[cte.HOUR]) + building.domestic_hot_water_heat_demand[cte.MONTH] = ( + MonthlyValues.get_total_month(building.domestic_hot_water_heat_demand[cte.HOUR])) + building.appliances_electrical_demand[cte.MONTH] = ( + MonthlyValues.get_total_month(building.appliances_electrical_demand[cte.HOUR])) + building.lighting_electrical_demand[cte.MONTH] = ( + MonthlyValues.get_total_month(building.lighting_electrical_demand[cte.HOUR])) + building.heating_demand[cte.YEAR] = [sum(building.heating_demand[cte.MONTH])] + building.cooling_demand[cte.YEAR] = [sum(building.cooling_demand[cte.MONTH])] + building.domestic_hot_water_heat_demand[cte.YEAR] = [sum(building.domestic_hot_water_heat_demand[cte.MONTH])] + building.appliances_electrical_demand[cte.YEAR] = [sum(building.appliances_electrical_demand[cte.MONTH])] + building.lighting_electrical_demand[cte.YEAR] = [sum(building.lighting_electrical_demand[cte.MONTH])] diff --git a/tests/test_results_import.py b/tests/test_results_import.py index bb80c4ec..4e2bc912 100644 --- a/tests/test_results_import.py +++ b/tests/test_results_import.py @@ -131,9 +131,3 @@ class TestResultsImport(TestCase): self.assertAlmostEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) total_demand = sum(building.heating_demand[cte.MONTH]) self.assertEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) - # if building.name != '12': - # self.assertDictEqual(building.heating_demand, {}) - # self.assertDictEqual(building.cooling_demand, {}) - # self.assertDictEqual(building.domestic_hot_water_heat_demand, {}) - # self.assertDictEqual(building.lighting_electrical_demand, {}) - # self.assertDictEqual(building.appliances_electrical_demand, {}) \ No newline at end of file From 11f78ccb89a59222d9ae1d0b22b29b76d50506f7 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 10 Jan 2024 16:10:42 -0500 Subject: [PATCH 090/101] added storage_medium attribute to thermal_storage_system.py to enable us use water thermodynamic characteristics in the modelling --- .../energy_systems/thermal_storage_system.py | 23 +++++++-- .../north_america_energy_system_catalog.py | 48 +++++++++++++++++-- .../energy_systems/north_america_systems.xml | 2 +- 3 files changed, 66 insertions(+), 7 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index db10840b..9c54b4c1 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -8,7 +8,7 @@ Code contributors: Saeed Ranjbar saeed.ranjbar@concordia.ca from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem from hub.catalog_factories.data_models.construction.layer import Layer - +from hub.catalog_factories.data_models.construction.material import Material class ThermalStorageSystem(EnergyStorageSystem): """" @@ -17,7 +17,7 @@ class ThermalStorageSystem(EnergyStorageSystem): def __init__(self, storage_id, model_name=None, manufacturer=None, storage_type=None, nominal_capacity=None, losses_ratio=None, volume=None, height=None, layers=None, - maximum_operating_temperature=None): + maximum_operating_temperature=None, storage_medium=None): super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio) self._type_energy_stored = 'thermal' @@ -26,6 +26,7 @@ class ThermalStorageSystem(EnergyStorageSystem): self._height = height self._layers = layers self._maximum_operating_temperature = maximum_operating_temperature + self._storage_medium = storage_medium @property def type_energy_stored(self): @@ -75,13 +76,28 @@ class ThermalStorageSystem(EnergyStorageSystem): """ return self._maximum_operating_temperature + @property + def storage_medium(self) -> Material: + """ + Get thermodynamic characteristics of the storage medium + :return: [material + """ + return self._storage_medium + def to_dictionary(self): """Class content to dictionary""" _layers = None + # _medias = None if self.layers is not None: _layers = [] for _layer in self.layers: _layers.append(_layer.to_dictionary()) + + # if self.storage_medium is not None: + # _medias = [] + # for _media in self.storage_medium: + # _medias.append(_media.to_dictionary()) + content = { 'Storage component': { @@ -95,7 +111,8 @@ class ThermalStorageSystem(EnergyStorageSystem): 'volume [m3]': self.volume, 'height [m]': self.height, 'layers': _layers, - 'maximum operating temperature [Celsius]': self.maximum_operating_temperature + 'maximum operating temperature [Celsius]': self.maximum_operating_temperature, + 'storage_medium': self.storage_medium.to_dictionary() } } return content diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 3e6c649a..41573149 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -28,7 +28,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): def __init__(self, path): path = str(path / 'north_america_systems.xml') with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read(), force_list=['photovoltaicModules', 'templateStorages', 'demand']) + self._archetypes = xmltodict.parse(xml.read(), + force_list=['photovoltaicModules', 'templateStorages', 'demand', 'medias']) self._storage_components = self._load_storage_components() self._generation_components = self._load_generation_components() @@ -208,6 +209,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'tank', tank_material, thickness) + medias = self._load_medias() + media_id = tes['medium']['@media_id'] + medium = self._search_medias(medias, media_id) # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = ThermalStorageSystem(storage_id, @@ -219,7 +223,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): volume, height, layers, - maximum_operating_temperature) + maximum_operating_temperature, + medium) storage_components.append(storage_component) for template in template_storages: @@ -238,6 +243,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): tank_layer = Layer(None, 'tank', tank_material, thickness) # the convention is from outside to inside layers = [insulation_layer, tank_layer] + medias = self._load_medias() + media_id = template['medium']['@media_id'] + medium = self._search_medias(medias, media_id) storage_component = ThermalStorageSystem(storage_id, None, None, @@ -247,7 +255,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): None, height, layers, - maximum_temperature) + maximum_temperature, + medium) storage_components.append(storage_component) return storage_components @@ -316,6 +325,39 @@ class NorthAmericaEnergySystemCatalog(Catalog): raise ValueError(f'Material with the id = [{material_id}] not found in catalog ') return _material + def _load_medias(self): + medias = [] + _medias = self._archetypes['EnergySystemCatalog']['medias'] + for _media in _medias: + media_id = _media['media']['@media_id'] + name = _media['media']['@media_name'] + density = _media['media']['@density'] + thermal_conductivity = _media['media']['@thermalConductivity'] + specific_heat = _media['media']['@heatCapacity'] + media = Material(media_id, + name, + None, + None, + None, + False, + None, + thermal_conductivity, + density, + specific_heat) + medias.append(media) + return medias + + @staticmethod + def _search_medias(medias, media_id): + _media = None + for media in medias: + if int(media.id) == int(media_id): + _media = media + break + if _media is None: + raise ValueError(f'media with the id = [{media_id}] not found in catalog ') + return _media + @staticmethod def _search_generation_equipment(generation_systems, generation_id): _generation_systems = [] diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index ce575841..eaa4c29a 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -2,7 +2,7 @@ ./schemas/ - + From 673cbac77a5cc63232fc2a27fd657088949328d7 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 17 Jan 2024 13:05:10 -0500 Subject: [PATCH 091/101] added storage_medium attribute to thermal_storage_system.py to enable us use water thermodynamic characteristics in the modelling --- .../energy_systems/thermal_storage_system.py | 8 +-- .../north_america_energy_system_catalog.py | 72 +++++++++---------- .../energy_systems/north_america_systems.xml | 18 ++--- 3 files changed, 48 insertions(+), 50 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index 9c54b4c1..6c5382d7 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -87,16 +87,14 @@ class ThermalStorageSystem(EnergyStorageSystem): def to_dictionary(self): """Class content to dictionary""" _layers = None - # _medias = None + _medias = None if self.layers is not None: _layers = [] for _layer in self.layers: _layers.append(_layer.to_dictionary()) - # if self.storage_medium is not None: - # _medias = [] - # for _media in self.storage_medium: - # _medias.append(_media.to_dictionary()) + if self.storage_medium is not None: + _medias = self.storage_medium.to_dictionary() content = { 'Storage component': diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 41573149..6ba78dfb 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -29,7 +29,7 @@ class NorthAmericaEnergySystemCatalog(Catalog): path = str(path / 'north_america_systems.xml') with open(path, 'r', encoding='utf-8') as xml: self._archetypes = xmltodict.parse(xml.read(), - force_list=['photovoltaicModules', 'templateStorages', 'demand', 'medias']) + force_list=['photovoltaicModules', 'templateStorages', 'demand']) self._storage_components = self._load_storage_components() self._generation_components = self._load_generation_components() @@ -209,9 +209,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): insulation_layer = Layer(None, 'insulation', insulation_material, thickness) thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m tank_layer = Layer(None, 'tank', tank_material, thickness) - medias = self._load_medias() - media_id = tes['medium']['@media_id'] - medium = self._search_medias(medias, media_id) + media = self._load_media() + media_id = tes['medium']['@medium_id'] + medium = self._search_media(media, media_id) # the convention is from outside to inside layers = [insulation_layer, tank_layer] storage_component = ThermalStorageSystem(storage_id, @@ -243,9 +243,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): tank_layer = Layer(None, 'tank', tank_material, thickness) # the convention is from outside to inside layers = [insulation_layer, tank_layer] - medias = self._load_medias() - media_id = template['medium']['@media_id'] - medium = self._search_medias(medias, media_id) + media = self._load_media() + media_id = template['medium']['@medium_id'] + medium = self._search_media(media, media_id) storage_component = ThermalStorageSystem(storage_id, None, None, @@ -325,38 +325,38 @@ class NorthAmericaEnergySystemCatalog(Catalog): raise ValueError(f'Material with the id = [{material_id}] not found in catalog ') return _material - def _load_medias(self): - medias = [] - _medias = self._archetypes['EnergySystemCatalog']['medias'] - for _media in _medias: - media_id = _media['media']['@media_id'] - name = _media['media']['@media_name'] - density = _media['media']['@density'] - thermal_conductivity = _media['media']['@thermalConductivity'] - specific_heat = _media['media']['@heatCapacity'] - media = Material(media_id, - name, - None, - None, - None, - False, - None, - thermal_conductivity, - density, - specific_heat) - medias.append(media) - return medias + def _load_media(self): + media = [] + _media = [self._archetypes['EnergySystemCatalog']['media']['medium']] + for _medium in _media: + medium_id = _medium['@medium_id'] + name = _medium['@medium_name'] + density = _medium['@density'] + thermal_conductivity = _medium['@thermalConductivity'] + specific_heat = _medium['@heatCapacity'] + medium = Material(medium_id, + name, + None, + None, + None, + False, + None, + thermal_conductivity, + density, + specific_heat) + media.append(medium) + return media @staticmethod - def _search_medias(medias, media_id): - _media = None - for media in medias: - if int(media.id) == int(media_id): - _media = media + def _search_media(media, medium_id): + _medium = None + for medium in media: + if int(medium.id) == int(medium_id): + _medium = medium break - if _media is None: - raise ValueError(f'media with the id = [{media_id}] not found in catalog ') - return _media + if _medium is None: + raise ValueError(f'media with the id = [{medium_id}] not found in catalog ') + return _medium @staticmethod def _search_generation_equipment(generation_systems, generation_id): diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index eaa4c29a..f7c9eb3a 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -1,9 +1,9 @@ ./schemas/ - - - + + + @@ -73,32 +73,32 @@ - + - + - + - + - + - + From f976040f45ecd350b03c6a74ab0124b624b456bb Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 1 Feb 2024 12:23:58 -0500 Subject: [PATCH 092/101] A new attribute "dual_supply_capability" is added to NonPVGeneration class in non_pv_generation_system.py and the catalogue importer is adjusted --- .../non_pv_generation_system.py | 14 +++++++++++-- .../north_america_energy_system_catalog.py | 20 +++++++++++++++---- .../energy_systems/north_america_systems.xml | 18 ++++++++--------- 3 files changed, 37 insertions(+), 15 deletions(-) diff --git a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py index a33490d4..5b203d01 100644 --- a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py @@ -25,7 +25,7 @@ class NonPvGenerationSystem(GenerationSystem): maximum_cooling_supply_temperature=None, minimum_cooling_supply_temperature=None, heat_output_curve=None, heat_fuel_consumption_curve=None, heat_efficiency_curve=None, cooling_output_curve=None, cooling_fuel_consumption_curve=None, cooling_efficiency_curve=None, - distribution_systems=None, energy_storage_systems=None): + distribution_systems=None, energy_storage_systems=None, dual_supply_capability=False): super().__init__(system_id=system_id, name=name, model_name=model_name, manufacturer=manufacturer, fuel_type=fuel_type, distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) self._system_type = system_type @@ -53,6 +53,7 @@ class NonPvGenerationSystem(GenerationSystem): self._cooling_output_curve = cooling_output_curve self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve self._cooling_efficiency_curve = cooling_efficiency_curve + self._dual_supply_capability = dual_supply_capability @property def system_type(self): @@ -254,6 +255,14 @@ class NonPvGenerationSystem(GenerationSystem): """ return self._cooling_efficiency_curve + @property + def dual_supply_capability(self): + """ + Get dual supply capability + :return: bool + """ + return self._dual_supply_capability + def to_dictionary(self): """Class content to dictionary""" _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in @@ -294,7 +303,8 @@ class NonPvGenerationSystem(GenerationSystem): 'cooling fuel consumption curve': self.cooling_fuel_consumption_curve, 'cooling efficiency curve': self.cooling_efficiency_curve, 'distribution systems connected': _distribution_systems, - 'storage systems connected': _energy_storage_systems + 'storage systems connected': _energy_storage_systems, + 'dual supply capability': self.dual_supply_capability } } return content diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py index 6ba78dfb..fed83211 100644 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py @@ -56,6 +56,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): boiler_maximum_heat_output = float(boiler['@maximumHeatOutput']) boiler_minimum_heat_output = float(boiler['@minimumHeatOutput']) boiler_heat_efficiency = float(boiler['@nominalEfficiency']) + dual_supply = False + if '@dual_supply' in boiler.keys() and boiler['@dual_supply'] == 'True': + dual_supply = True boiler_component = NonPvGenerationSystem(boiler_id, name=name, system_type=system_type, @@ -65,7 +68,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): nominal_heat_output=boiler_nominal_thermal_output, maximum_heat_output=boiler_maximum_heat_output, minimum_heat_output=boiler_minimum_heat_output, - heat_efficiency=boiler_heat_efficiency) + heat_efficiency=boiler_heat_efficiency, + dual_supply_capability=dual_supply) generation_components.append(boiler_component) for heat_pump in heat_pumps: heat_pump_id = heat_pump['@generation_id'] @@ -89,6 +93,9 @@ class NorthAmericaEnergySystemCatalog(Catalog): parameters = heat_pump['performance_curve']['parameters'] coefficients = list(heat_pump['performance_curve']['coefficients'].values()) cop_curve = PerformanceCurves(cop_curve_type, dependant_variable, parameters, coefficients) + dual_supply = False + if '@dual_supply' in heat_pump.keys() and heat_pump['@dual_supply'] == 'True': + dual_supply = True heat_pump_component = NonPvGenerationSystem(heat_pump_id, name=name, @@ -106,7 +113,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): minimum_heat_supply_temperature=heat_pump_minimum_heat_supply_temperature, maximum_cooling_supply_temperature=heat_pump_maximum_cooling_supply_temperature, minimum_cooling_supply_temperature=heat_pump_minimum_cooling_supply_temperature, - heat_efficiency_curve=cop_curve) + heat_efficiency_curve=cop_curve, + dual_supply_capability=dual_supply) generation_components.append(heat_pump_component) for pv in photovoltaics: pv_id = pv['@generation_id'] @@ -143,6 +151,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): for template in templates: system_id = template['@generation_id'] system_name = template['@name'] + if '@dual_supply' in template.keys() and template['@dual_supply'] == 'True': + dual_supply = True if 'storage_id' in template.keys(): storage_component = template['storage_id'] storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component) @@ -158,7 +168,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): system_type=system_type, fuel_type=fuel_type, heat_efficiency=heat_efficiency, - energy_storage_systems=energy_storage_system) + energy_storage_systems=energy_storage_system, + dual_supply_capability=dual_supply) generation_components.append(boiler_template) elif "Heat Pump" in system_name: system_type = 'heat pump' @@ -173,7 +184,8 @@ class NorthAmericaEnergySystemCatalog(Catalog): supply_medium=supply_medium, fuel_type=fuel_type, heat_efficiency=heat_efficiency, - energy_storage_systems=energy_storage_system) + energy_storage_systems=energy_storage_system, + dual_supply_capability=dual_supply) generation_components.append(heat_pump_template) else: electricity_efficiency = float(template['@nominalEfficiency']) diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml index f7c9eb3a..9ce9a4fe 100644 --- a/hub/data/energy_systems/north_america_systems.xml +++ b/hub/data/energy_systems/north_america_systems.xml @@ -17,7 +17,7 @@ - + COP source_temperature @@ -25,7 +25,7 @@ - + COP source_temperature @@ -33,7 +33,7 @@ - + COP source_temperature @@ -47,20 +47,20 @@ 6 - + 6 - + 6 - + 6 - - - + + + From ac4742d2c47ffd5595237e426038e8e1d4a0ad8c Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 1 Feb 2024 12:24:15 -0500 Subject: [PATCH 093/101] A new attribute "dual_supply_capability" is added to NonPVGeneration class in non_pv_generation_system.py and the catalogue importer is adjusted --- .../energy_systems/montreal_custom_catalog.py | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 0c0abb88..1c6bdba5 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -84,8 +84,9 @@ class MontrealCustomCatalog(Catalog): heat_efficiency=heating_efficiency, cooling_efficiency=cooling_efficiency, electricity_efficiency=electricity_efficiency, - energy_storage_systems=storage_systems - ) + energy_storage_systems=storage_systems, + dual_supply_capability=False + ) _equipments.append(generation_system) return _equipments From 3e193f04a63d081c58d95f340fca91d27b92a658 Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Thu, 1 Feb 2024 15:41:05 -0500 Subject: [PATCH 094/101] The dual_supply_capability is added to the city model structure --- .../non_pv_generation_system.py | 19 +++++++++++++++++++ ...america_custom_energy_system_parameters.py | 2 ++ tests/test_systems_factory.py | 3 ++- 3 files changed, 23 insertions(+), 1 deletion(-) diff --git a/hub/city_model_structure/energy_systems/non_pv_generation_system.py b/hub/city_model_structure/energy_systems/non_pv_generation_system.py index 3dc044e5..fea1d7b2 100644 --- a/hub/city_model_structure/energy_systems/non_pv_generation_system.py +++ b/hub/city_model_structure/energy_systems/non_pv_generation_system.py @@ -42,6 +42,7 @@ class NonPvGenerationSystem(GenerationSystem): self._cooling_output_curve = None self._cooling_fuel_consumption_curve = None self._cooling_efficiency_curve = None + self._dual_supply_capability = None @property def nominal_heat_output(self): @@ -427,4 +428,22 @@ class NonPvGenerationSystem(GenerationSystem): """ self._cooling_efficiency_curve = value + @property + def dual_supply_capability(self): + """ + Get the capability of the generation component for simultaneous heat and cold production + + :return: bool + """ + return self._dual_supply_capability + + @dual_supply_capability.setter + def dual_supply_capability(self, value): + """ + Set the capability of the generation component for simultaneous heat and cold production + + :return: bool + """ + self._dual_supply_capability = value + diff --git a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py index f898cdfa..92eb866e 100644 --- a/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/north_america_custom_energy_system_parameters.py @@ -120,6 +120,8 @@ class NorthAmericaCustomEnergySystemParameters: _generic_storage_system.type_energy_stored = 'thermal' _storage_systems.append(_generic_storage_system) _generation_system.energy_storage_systems = [_storage_systems] + if archetype_generation_system.dual_supply_capability: + _generation_system.dual_supply_capability = True _generation_systems.append(_generation_system) return _generation_systems diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index ce508b46..036048e9 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -141,4 +141,5 @@ class TestSystemsFactory(TestCase): self.assertLess(0, building.heating_consumption[cte.YEAR][0]) self.assertEqual(0, building.cooling_consumption[cte.YEAR][0]) self.assertLess(0, building.domestic_hot_water_consumption[cte.YEAR][0]) - self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) \ No newline at end of file + self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) + print('test') \ No newline at end of file From ebaec9bb7c9a8e5cddbdf5b9722c57ffb962f22f Mon Sep 17 00:00:00 2001 From: Saeed Ranjbar Date: Wed, 7 Feb 2024 18:54:09 -0500 Subject: [PATCH 095/101] Title: Finalizing the energy system data model and system factory A new XML file named montreal_future_systems.xml is created where the elements of the file are the same as attributes of various classes. Therefore, the catalogue importer and energy system importer should have been updated accordingly. 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battery_voltage=None, depth_of_discharge=None, self_discharge_rate=None): super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio) - self._type_energy_stored = 'electrical' + self._type_energy_stored = type_energy_stored self._storage_type = storage_type self._rated_output_power = rated_output_power self._nominal_efficiency = nominal_efficiency diff --git a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py index 232d5402..87228afa 100644 --- a/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py +++ b/hub/catalog_factories/data_models/energy_systems/pv_generation_system.py @@ -14,7 +14,7 @@ class PvGenerationSystem(GenerationSystem): Electricity Generation system class """ - def __init__(self, system_id, name, model_name=None, manufacturer=None, electricity_efficiency=None, + def __init__(self, system_id, name, system_type, model_name=None, manufacturer=None, electricity_efficiency=None, nominal_electricity_output=None, nominal_ambient_temperature=None, nominal_cell_temperature=None, nominal_radiation=None, standard_test_condition_cell_temperature=None, standard_test_condition_maximum_power=None, cell_temperature_coefficient=None, width=None, height=None, @@ -22,7 +22,7 @@ class PvGenerationSystem(GenerationSystem): super().__init__(system_id=system_id, name=name, model_name=model_name, manufacturer=manufacturer, fuel_type='renewable', distribution_systems=distribution_systems, energy_storage_systems=energy_storage_systems) - self._system_type = 'PV system' + self._system_type = system_type self._electricity_efficiency = electricity_efficiency self._nominal_electricity_output = nominal_electricity_output self._nominal_ambient_temperature = nominal_ambient_temperature diff --git a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py index 6c5382d7..d3cdf255 100644 --- a/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py +++ b/hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py @@ -15,12 +15,12 @@ class ThermalStorageSystem(EnergyStorageSystem): Energy Storage System Class """ - def __init__(self, storage_id, model_name=None, manufacturer=None, storage_type=None, + def __init__(self, storage_id, type_energy_stored=None, model_name=None, manufacturer=None, storage_type=None, nominal_capacity=None, losses_ratio=None, volume=None, height=None, layers=None, maximum_operating_temperature=None, storage_medium=None): super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio) - self._type_energy_stored = 'thermal' + self._type_energy_stored = type_energy_stored self._storage_type = storage_type self._volume = volume self._height = height diff --git 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@property def shell(self) -> Polyhedron: @@ -702,6 +703,7 @@ class Building(CityObject): Get total electricity consumption for distribution and emission systems in J return: dict """ + _distribution_systems_electrical_consumption = {} if len(self._distribution_systems_electrical_consumption) != 0: return self._distribution_systems_electrical_consumption _peak_load = self.heating_peak_load[cte.YEAR][0] @@ -715,31 +717,33 @@ class Building(CityObject): if self.energy_systems is None: return self._distribution_systems_electrical_consumption for energy_system in self.energy_systems: - emission_system = energy_system.emission_systems.generic_emission_system - parasitic_energy_consumption = 0 - if emission_system is not None: - parasitic_energy_consumption = emission_system.parasitic_energy_consumption - distribution_system = energy_system.distribution_systems.generic_distribution_system - consumption_variable_flow = distribution_system.distribution_consumption_variable_flow - for demand_type in energy_system.demand_types: - if demand_type.lower() == cte.HEATING.lower(): - if _peak_load_type == cte.HEATING.lower(): - _consumption_fix_flow = distribution_system.distribution_consumption_fix_flow - for heating_demand_key in self.heating_demand: - _consumption = [0]*len(self.heating_demand[heating_demand_key]) - _demand = self.heating_demand[heating_demand_key] - for i, _ in enumerate(_consumption): - _consumption[i] += (parasitic_energy_consumption + consumption_variable_flow) * _demand[i] - self._distribution_systems_electrical_consumption[heating_demand_key] = _consumption - if demand_type.lower() == cte.COOLING.lower(): - if _peak_load_type == cte.COOLING.lower(): - _consumption_fix_flow = distribution_system.distribution_consumption_fix_flow - for demand_key in self.cooling_demand: - _consumption = self._distribution_systems_electrical_consumption[demand_key] - _demand = self.cooling_demand[demand_key] - for i, _ in enumerate(_consumption): - _consumption[i] += (parasitic_energy_consumption + consumption_variable_flow) * _demand[i] - self._distribution_systems_electrical_consumption[demand_key] = _consumption + distribution_systems = energy_system.distribution_systems + for distribution_system in distribution_systems: + emission_systems = distribution_system.emission_systems + parasitic_energy_consumption = 0 + if emission_systems is not None: + for emission_system in emission_systems: + parasitic_energy_consumption += emission_system.parasitic_energy_consumption + consumption_variable_flow = distribution_system.distribution_consumption_variable_flow + for demand_type in energy_system.demand_types: + if demand_type.lower() == cte.HEATING.lower(): + if _peak_load_type == cte.HEATING.lower(): + _consumption_fix_flow = distribution_system.distribution_consumption_fix_flow + for heating_demand_key in self.heating_demand: + _consumption = [0]*len(self.heating_demand[heating_demand_key]) + _demand = self.heating_demand[heating_demand_key] + for i, _ in enumerate(_consumption): + _consumption[i] += (parasitic_energy_consumption + consumption_variable_flow) * _demand[i] + self._distribution_systems_electrical_consumption[heating_demand_key] = _consumption + if demand_type.lower() == cte.COOLING.lower(): + if _peak_load_type == cte.COOLING.lower(): + _consumption_fix_flow = distribution_system.distribution_consumption_fix_flow + for demand_key in self.cooling_demand: + _consumption = self._distribution_systems_electrical_consumption[demand_key] + _demand = self.cooling_demand[demand_key] + for i, _ in enumerate(_consumption): + _consumption[i] += (parasitic_energy_consumption + consumption_variable_flow) * _demand[i] + self._distribution_systems_electrical_consumption[demand_key] = _consumption for key, item in self._distribution_systems_electrical_consumption.items(): for i in range(0, len(item)): @@ -758,13 +762,16 @@ class Building(CityObject): if demand_type.lower() == consumption_type.lower(): if consumption_type in (cte.HEATING, cte.DOMESTIC_HOT_WATER): for generation_system in generation_systems: - coefficient_of_performance = generation_system.heat_efficiency + if generation_system.heat_efficiency is not None: + coefficient_of_performance = float(generation_system.heat_efficiency) elif consumption_type == cte.COOLING: for generation_system in generation_systems: - coefficient_of_performance = generation_system.cooling_efficiency + if generation_system.cooling_efficiency is not None: + coefficient_of_performance = float(generation_system.cooling_efficiency) elif consumption_type == cte.ELECTRICITY: for generation_system in generation_systems: - coefficient_of_performance = generation_system.electricity_efficiency + if generation_system.electricity_efficiency is not None: + coefficient_of_performance = float(generation_system.electricity_efficiency) if coefficient_of_performance == 0: values = [0]*len(demand) final_energy_consumed = values @@ -795,16 +802,37 @@ class Building(CityObject): if self.energy_systems is None: return self._onsite_electrical_production for energy_system in self.energy_systems: - if energy_system.generation_systems[0].system_type == cte.PHOTOVOLTAIC: - _efficiency = energy_system.generation_systems[0].electricity_efficiency - self._onsite_electrical_production = {} - for _key in self.roofs[0].global_irradiance.keys(): - _results = [0 for _ in range(0, len(self.roofs[0].global_irradiance[_key]))] - for surface in self.roofs: - if _key in orientation_losses_factor: - _results = [x + y * _efficiency * surface.perimeter_area - * surface.solar_collectors_area_reduction_factor * z - for x, y, z in zip(_results, surface.global_irradiance[_key], - orientation_losses_factor[_key]['south'])] - self._onsite_electrical_production[_key] = _results + for generation_system in energy_system.generation_systems: + if generation_system.system_type == cte.PHOTOVOLTAIC: + if generation_system.electricity_efficiency is not None: + _efficiency = float(generation_system.electricity_efficiency) + else: + _efficiency = 0 + self._onsite_electrical_production = {} + for _key in self.roofs[0].global_irradiance.keys(): + _results = [0 for _ in range(0, len(self.roofs[0].global_irradiance[_key]))] + for surface in self.roofs: + if _key in orientation_losses_factor: + _results = [x + y * _efficiency * surface.perimeter_area + * surface.solar_collectors_area_reduction_factor * z + for x, y, z in zip(_results, surface.global_irradiance[_key], + orientation_losses_factor[_key]['south'])] + self._onsite_electrical_production[_key] = _results return self._onsite_electrical_production + + @property + def heating_consumption_disaggregated(self) -> dict: + """ + Get energy consumed for heating from different fuels in J + return: dict + """ + return self._heating_consumption_disaggregated + + @heating_consumption_disaggregated.setter + def heating_consumption_disaggregated(self, value): + """ + Get energy consumed for heating from different 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zv+uJ_=oKC>%3>nsI$Q16hoMC( Date: Wed, 7 Feb 2024 18:54:09 -0500 Subject: [PATCH 096/101] Title: Finalizing the energy system data model and system factory A new XML file named montreal_future_systems.xml is created where the elements of the file are the same as attributes of various classes. Therefore, the catalogue importer and energy system importer should have been updated accordingly. The catalog importer is organized in a general method so whenever someone wants to create a new catalogue they can use the created code as the blueprint. --- hub/catalog_factories/energy_systems/montreal_custom_catalog.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py index 1c6bdba5..d731f781 100644 --- a/hub/catalog_factories/energy_systems/montreal_custom_catalog.py +++ b/hub/catalog_factories/energy_systems/montreal_custom_catalog.py @@ -69,8 +69,10 @@ class MontrealCustomCatalog(Catalog): storage_system = ThermalStorageSystem(equipment_id) storage_systems = [storage_system] if model_name == 'PV system': + system_type = 'Photovoltaic' generation_system = PvGenerationSystem(equipment_id, name=None, + system_type= system_type, model_name=model_name, electricity_efficiency=electricity_efficiency, energy_storage_systems=storage_systems From 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self.assertAlmostEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) + self.assertAlmostEqual(total_demand, building.heating_demand[cte.YEAR][0], 2) total_demand = sum(building.heating_demand[cte.MONTH]) - self.assertEqual(total_demand, building.heating_demand[cte.YEAR][0], 3) + self.assertEqual(total_demand, building.heating_demand[cte.YEAR][0], 2) From 11d493ba0ecf5d59cfcadda2b98ebc4d68b347fb Mon Sep 17 00:00:00 2001 From: guille Date: Tue, 12 Mar 2024 14:56:22 +0100 Subject: [PATCH 100/101] remove north_america catalog for energy systems --- .../north_america_energy_system_catalog.py | 461 ------------------ .../energy_systems_catalog_factory.py | 8 - .../energy_systems/north_america_systems.xml | 243 --------- tests/test_systems_catalog.py | 22 - tests/test_systems_factory.py | 48 -- 5 files changed, 782 deletions(-) delete mode 100644 hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py delete mode 100644 hub/data/energy_systems/north_america_systems.xml diff --git a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py b/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py deleted file mode 100644 index fed83211..00000000 --- a/hub/catalog_factories/energy_systems/north_america_energy_system_catalog.py +++ /dev/null @@ -1,461 +0,0 @@ -""" -North america energy system catalog -SPDX - License - Identifier: LGPL - 3.0 - or -later -Copyright © 2022 Concordia CERC group -Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca -Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca -""" - -import xmltodict -from pathlib import Path -from hub.catalog_factories.catalog import Catalog -from hub.catalog_factories.data_models.energy_systems.system import System -from hub.catalog_factories.data_models.energy_systems.content import Content -from hub.catalog_factories.data_models.energy_systems.non_pv_generation_system import NonPvGenerationSystem -from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem -from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem -from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves -from hub.catalog_factories.data_models.energy_systems.archetype import Archetype -from hub.catalog_factories.data_models.construction.material import Material -from hub.catalog_factories.data_models.construction.layer import Layer - - -class NorthAmericaEnergySystemCatalog(Catalog): - """ - North america energy system catalog class - """ - - def __init__(self, path): - path = str(path / 'north_america_systems.xml') - with open(path, 'r', encoding='utf-8') as xml: - self._archetypes = xmltodict.parse(xml.read(), - force_list=['photovoltaicModules', 'templateStorages', 'demand']) - - self._storage_components = self._load_storage_components() - self._generation_components = self._load_generation_components() - self._systems = self._load_systems() - self._system_archetypes = self._load_archetypes() - self._content = Content(self._system_archetypes, - self._systems, - generations=self._generation_components) - - def _load_generation_components(self): - generation_components = [] - boilers = self._archetypes['EnergySystemCatalog']['energy_generation_components']['boilers'] - heat_pumps = self._archetypes['EnergySystemCatalog']['energy_generation_components']['heatPumps'] - photovoltaics = self._archetypes['EnergySystemCatalog']['energy_generation_components']['photovoltaicModules'] - templates = self._archetypes['EnergySystemCatalog']['energy_generation_components']['templateGenerationEquipments'] - for boiler in boilers: - boiler_id = boiler['@generation_id'] - name = boiler['@name'] - system_type = 'boiler' - boiler_model_name = boiler['@modelName'] - boiler_manufacturer = boiler['@manufacturer'] - boiler_fuel_type = boiler['@fuel'] - boiler_nominal_thermal_output = float(boiler['@installedThermalPower']) - boiler_maximum_heat_output = float(boiler['@maximumHeatOutput']) - boiler_minimum_heat_output = float(boiler['@minimumHeatOutput']) - boiler_heat_efficiency = float(boiler['@nominalEfficiency']) - dual_supply = False - if '@dual_supply' in boiler.keys() and boiler['@dual_supply'] == 'True': - dual_supply = True - boiler_component = NonPvGenerationSystem(boiler_id, - name=name, - system_type=system_type, - model_name=boiler_model_name, - manufacturer=boiler_manufacturer, - fuel_type=boiler_fuel_type, - nominal_heat_output=boiler_nominal_thermal_output, - maximum_heat_output=boiler_maximum_heat_output, - minimum_heat_output=boiler_minimum_heat_output, - heat_efficiency=boiler_heat_efficiency, - dual_supply_capability=dual_supply) - generation_components.append(boiler_component) - for heat_pump in heat_pumps: - heat_pump_id = heat_pump['@generation_id'] - name = heat_pump['@name'] - system_type = 'heat pump' - heat_pump_model_name = heat_pump['@modelName'] - heat_pump_manufacturer = heat_pump['@manufacturer'] - heat_pump_fuel_type = heat_pump['@fuel'] - heat_pump_nominal_thermal_output = float(heat_pump['@installedThermalPower']) - heat_pump_maximum_heat_output = float(heat_pump['@maximumHeatOutput']) - heat_pump_minimum_heat_output = float(heat_pump['@minimumHeatOutput']) - heat_pump_source_medium = heat_pump['@heatSource'] - heat_pump_supply_medium = heat_pump['@supply_medium'] - heat_pump_nominal_cop = float(heat_pump['@nominalCOP']) - heat_pump_maximum_heat_supply_temperature = float(heat_pump['@maxHeatingSupTemperature']) - heat_pump_minimum_heat_supply_temperature = float(heat_pump['@minHeatingSupTemperature']) - heat_pump_maximum_cooling_supply_temperature = float(heat_pump['@maxCoolingSupTemperature']) - heat_pump_minimum_cooling_supply_temperature = float(heat_pump['@minCoolingSupTemperature']) - cop_curve_type = heat_pump['performance_curve']['@curve_type'] - dependant_variable = heat_pump['performance_curve']['dependant_variable'] - parameters = heat_pump['performance_curve']['parameters'] - coefficients = list(heat_pump['performance_curve']['coefficients'].values()) - cop_curve = PerformanceCurves(cop_curve_type, dependant_variable, parameters, coefficients) - dual_supply = False - if '@dual_supply' in heat_pump.keys() and heat_pump['@dual_supply'] == 'True': - dual_supply = True - - heat_pump_component = NonPvGenerationSystem(heat_pump_id, - name=name, - system_type=system_type, - model_name=heat_pump_model_name, - manufacturer=heat_pump_manufacturer, - fuel_type=heat_pump_fuel_type, - nominal_heat_output=heat_pump_nominal_thermal_output, - maximum_heat_output=heat_pump_maximum_heat_output, - minimum_heat_output=heat_pump_minimum_heat_output, - source_medium=heat_pump_source_medium, - supply_medium=heat_pump_supply_medium, - heat_efficiency=heat_pump_nominal_cop, - maximum_heat_supply_temperature=heat_pump_maximum_heat_supply_temperature, - minimum_heat_supply_temperature=heat_pump_minimum_heat_supply_temperature, - maximum_cooling_supply_temperature=heat_pump_maximum_cooling_supply_temperature, - minimum_cooling_supply_temperature=heat_pump_minimum_cooling_supply_temperature, - heat_efficiency_curve=cop_curve, - dual_supply_capability=dual_supply) - generation_components.append(heat_pump_component) - for pv in photovoltaics: - pv_id = pv['@generation_id'] - name = pv['@name'] - pv_model_name = pv['@modelName'] - pv_manufacturer = pv['@manufacturer'] - pv_electricity_efficiency = pv['@nominalEfficiency'] - pv_nominal_electricity_output = pv['@nominalPower'] - nominal_ambient_temperature = float(pv['@nominalAmbientTemperature']) - nominal_cell_temperature = float(pv['@nominalCellTemperature']) - nominal_radiation = float(pv['@nominalRadiation']) - standard_test_condition_cell_temperature = float(pv['@STCCellTemperature']) - standard_test_condition_maximum_power = float(pv['@STCMaxPower']) - cell_temperature_coefficient = float(pv['@CellTemperatureCoefficient']) - width = float(pv['@width']) - height = float(pv['@height']) - - pv_component = PvGenerationSystem(pv_id, - name=name, - model_name=pv_model_name, - manufacturer=pv_manufacturer, - electricity_efficiency=pv_electricity_efficiency, - nominal_electricity_output=pv_nominal_electricity_output, - nominal_ambient_temperature=nominal_ambient_temperature, - nominal_cell_temperature=nominal_cell_temperature, - nominal_radiation=nominal_radiation, - standard_test_condition_cell_temperature=standard_test_condition_cell_temperature, - standard_test_condition_maximum_power=standard_test_condition_maximum_power, - cell_temperature_coefficient=cell_temperature_coefficient, - width=width, - height=height) - generation_components.append(pv_component) - - for template in templates: - system_id = template['@generation_id'] - system_name = template['@name'] - if '@dual_supply' in template.keys() and template['@dual_supply'] == 'True': - dual_supply = True - if 'storage_id' in template.keys(): - storage_component = template['storage_id'] - storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component) - energy_storage_system = storage_systems - else: - energy_storage_system = None - if "Boiler" in system_name: - system_type = 'boiler' - fuel_type = template['@fuel'] - heat_efficiency = float(template['@nominalEfficiency']) - boiler_template = NonPvGenerationSystem(system_id=system_id, - name=system_name, - system_type=system_type, - fuel_type=fuel_type, - heat_efficiency=heat_efficiency, - energy_storage_systems=energy_storage_system, - dual_supply_capability=dual_supply) - generation_components.append(boiler_template) - elif "Heat Pump" in system_name: - system_type = 'heat pump' - fuel_type = template['@fuel'] - heat_efficiency = template['@nominalCOP'] - source_medium = template['@heatSource'] - supply_medium = template['@supply_medium'] - heat_pump_template = NonPvGenerationSystem(system_id=system_id, - name=system_name, - system_type=system_type, - source_medium=source_medium, - supply_medium=supply_medium, - fuel_type=fuel_type, - heat_efficiency=heat_efficiency, - energy_storage_systems=energy_storage_system, - dual_supply_capability=dual_supply) - generation_components.append(heat_pump_template) - else: - electricity_efficiency = float(template['@nominalEfficiency']) - height = float(template['@height']) - width = float(template['@width']) - pv_template = PvGenerationSystem(system_id=system_id, - name=system_name, - electricity_efficiency=electricity_efficiency, - width=width, - height=height) - generation_components.append(pv_template) - - return generation_components - - def _load_storage_components(self): - storage_components = [] - thermal_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['thermalStorages'] - template_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['templateStorages'] - for tes in thermal_storages: - storage_id = tes['@storage_id'] - model_name = tes['@modelName'] - manufacturer = tes['@manufacturer'] - storage_type = 'sensible' - volume = tes['physical_characteristics']['@volume'] - height = tes['physical_characteristics']['@height'] - maximum_operating_temperature = tes['@maxTemp'] - materials = self._load_materials() - insulation_material_id = tes['insulation']['@material_id'] - insulation_material = self._search_material(materials, insulation_material_id) - material_id = tes['physical_characteristics']['@material_id'] - tank_material = self._search_material(materials, material_id) - thickness = float(tes['insulation']['@insulationThickness']) / 100 # from cm to m - insulation_layer = Layer(None, 'insulation', insulation_material, thickness) - thickness = float(tes['physical_characteristics']['@tankThickness']) / 100 # from cm to m - tank_layer = Layer(None, 'tank', tank_material, thickness) - media = self._load_media() - media_id = tes['medium']['@medium_id'] - medium = self._search_media(media, media_id) - # the convention is from outside to inside - layers = [insulation_layer, tank_layer] - storage_component = ThermalStorageSystem(storage_id, - model_name, - manufacturer, - storage_type, - None, - None, - volume, - height, - layers, - maximum_operating_temperature, - medium) - storage_components.append(storage_component) - - for template in template_storages: - storage_id = template['@storage_id'] - storage_type = 'sensible' - maximum_temperature = template['@maxTemp'] - height = template['physical_characteristics']['@height'] - materials = self._load_materials() - insulation_material_id = template['insulation']['@material_id'] - insulation_material = self._search_material(materials, insulation_material_id) - material_id = template['physical_characteristics']['@material_id'] - tank_material = self._search_material(materials, material_id) - thickness = float(template['insulation']['@insulationThickness']) / 100 # from cm to m - insulation_layer = Layer(None, 'insulation', insulation_material, thickness) - thickness = float(template['physical_characteristics']['@tankThickness']) / 100 # from cm to m - tank_layer = Layer(None, 'tank', tank_material, thickness) - # the convention is from outside to inside - layers = [insulation_layer, tank_layer] - media = self._load_media() - media_id = template['medium']['@medium_id'] - medium = self._search_media(media, media_id) - storage_component = ThermalStorageSystem(storage_id, - None, - None, - storage_type, - None, - None, - None, - height, - layers, - maximum_temperature, - medium) - storage_components.append(storage_component) - return storage_components - - def _load_systems(self): - base_path = Path(Path(__file__).parent.parent.parent / 'data/energy_systems') - _catalog_systems = [] - systems = self._archetypes['EnergySystemCatalog']['systems']['system'] - for system in systems: - system_id = system['@id'] - name = system['name'] - demands = system['demands']['demand'] - generation_components = system['components']['generation_id'] - generation_systems = self._search_generation_equipment(self._load_generation_components(), generation_components) - configuration_schema = Path(base_path / system['schema']) - energy_system = System(system_id=system_id, - name=name, - demand_types=demands, - generation_systems=generation_systems, - distribution_systems=None, - configuration_schema=configuration_schema) - _catalog_systems.append(energy_system) - return _catalog_systems - - def _load_archetypes(self): - _system_archetypes = [] - system_clusters = self._archetypes['EnergySystemCatalog']['system_archetypes']['system_archetype'] - for system_cluster in system_clusters: - name = system_cluster['name'] - systems = system_cluster['systems']['system_id'] - integer_system_ids = [int(item) for item in systems] - _systems = [] - for system_archetype in self._systems: - if int(system_archetype.id) in integer_system_ids: - _systems.append(system_archetype) - _system_archetypes.append(Archetype(name=name, systems=_systems)) - return _system_archetypes - - def _load_materials(self): - materials = [] - _materials = self._archetypes['EnergySystemCatalog']['materials']['material'] - for _material in _materials: - material_id = _material['@material_id'] - name = _material['@name'] - thermal_conductivity = _material['@thermalConductivity'] - material = Material(material_id, - name, - None, - None, - None, - False, - None, - thermal_conductivity, - None, - None) - materials.append(material) - return materials - - @staticmethod - def _search_material(materials, material_id): - _material = None - for material in materials: - if int(material.id) == int(material_id): - _material = material - break - if _material is None: - raise ValueError(f'Material with the id = [{material_id}] not found in catalog ') - return _material - - def _load_media(self): - media = [] - _media = [self._archetypes['EnergySystemCatalog']['media']['medium']] - for _medium in _media: - medium_id = _medium['@medium_id'] - name = _medium['@medium_name'] - density = _medium['@density'] - thermal_conductivity = _medium['@thermalConductivity'] - specific_heat = _medium['@heatCapacity'] - medium = Material(medium_id, - name, - None, - None, - None, - False, - None, - thermal_conductivity, - density, - specific_heat) - media.append(medium) - return media - - @staticmethod - def _search_media(media, medium_id): - _medium = None - for medium in media: - if int(medium.id) == int(medium_id): - _medium = medium - break - if _medium is None: - raise ValueError(f'media with the id = [{medium_id}] not found in catalog ') - return _medium - - @staticmethod - def _search_generation_equipment(generation_systems, generation_id): - _generation_systems = [] - - if isinstance(generation_id, list): - integer_ids = [int(item) for item in generation_id] - for generation in generation_systems: - if int(generation.id) in integer_ids: - _generation_systems.append(generation) - else: - integer_id = int(generation_id) - for generation in generation_systems: - if int(generation.id) == integer_id: - _generation_systems.append(generation) - - if len(_generation_systems) == 0: - _generation_systems = None - raise ValueError(f'The system with the following id is not found in catalog [{generation_id}]') - return _generation_systems - - @staticmethod - def _search_storage_equipment(storage_systems, storage_id): - _storage_systems = [] - for storage in storage_systems: - if storage.id in storage_id: - _storage_systems.append(storage) - if len(_storage_systems) == 0: - _storage_systems_systems = None - raise ValueError(f'The system with the following id is not found in catalog [{storage_id}]') - return _storage_systems - - def names(self, category=None): - """ - Get the catalog elements names - :parm: optional category filter - """ - if category is None: - _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'storage_equipments': []} - for archetype in self._content.archetypes: - _names['archetypes'].append(archetype.name) - for system in self._content.systems: - _names['systems'].append(system.name) - for equipment in self._content.generation_equipments: - _names['generation_equipments'].append(equipment.name) - else: - _names = {category: []} - if category.lower() == 'archetypes': - for archetype in self._content.archetypes: - _names[category].append(archetype.name) - elif category.lower() == 'systems': - for system in self._content.systems: - _names[category].append(system.name) - elif category.lower() == 'generation_equipments': - for system in self._content.generation_equipments: - _names[category].append(system.name) - else: - raise ValueError(f'Unknown category [{category}]') - return _names - - def entries(self, category=None): - """ - Get the catalog elements - :parm: optional category filter - """ - if category is None: - return self._content - if category.lower() == 'archetypes': - return self._content.archetypes - if category.lower() == 'systems': - return self._content.systems - if category.lower() == 'generation_equipments': - return self._content.generation_equipments - raise ValueError(f'Unknown category [{category}]') - - def get_entry(self, name): - """ - Get one catalog element by names - :parm: entry name - """ - for entry in self._content.archetypes: - if entry.name.lower() == name.lower(): - return entry - for entry in self._content.systems: - if entry.name.lower() == name.lower(): - return entry - for entry in self._content.generation_equipments: - if entry.name.lower() == name.lower(): - return entry - raise IndexError(f"{name} doesn't exists in the catalog") diff --git a/hub/catalog_factories/energy_systems_catalog_factory.py b/hub/catalog_factories/energy_systems_catalog_factory.py index 3e368f91..ffd36d10 100644 --- a/hub/catalog_factories/energy_systems_catalog_factory.py +++ b/hub/catalog_factories/energy_systems_catalog_factory.py @@ -9,7 +9,6 @@ from pathlib import Path from typing import TypeVar from hub.catalog_factories.energy_systems.montreal_custom_catalog import MontrealCustomCatalog -from hub.catalog_factories.energy_systems.north_america_energy_system_catalog import NorthAmericaEnergySystemCatalog from hub.catalog_factories.energy_systems.montreal_future_system_catalogue import MontrealFutureSystemCatalogue from hub.helpers.utils import validate_import_export_type @@ -34,13 +33,6 @@ class EnergySystemsCatalogFactory: """ return MontrealCustomCatalog(self._path) - @property - def _north_america(self): - """ - Retrieve North American catalog - """ - return NorthAmericaEnergySystemCatalog(self._path) - @property def _montreal_future(self): """ diff --git a/hub/data/energy_systems/north_america_systems.xml b/hub/data/energy_systems/north_america_systems.xml deleted file mode 100644 index ca090cda..00000000 --- a/hub/data/energy_systems/north_america_systems.xml +++ /dev/null @@ -1,243 +0,0 @@ - - - ./schemas/ - - - - - - - - - - - - - - - - - - - COP - source_temperature - supply_temperature - - - - - - COP - source_temperature - supply_temperature - - - - - - COP - source_temperature - supply_temperature - - - - - 6 - - - 6 - - - 6 - - - 6 - - - 6 - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - Air Source Heat Pump with Natural Gas Boiler and thermal storage - schemas/ASHP+TES+GasBoiler.jpg - - heating - domestic_hot_water - - - 21 - 18 - - - - Air Source Heat Pump with Electrical Boiler and thermal storage - schemas/ASHP+TES+ElectricBoiler.jpg - - heating - domestic_hot_water - - - 22 - 18 - - - - Ground Source Heat Pump with Natural Gas Boiler and thermal storage - schemas/GSHP+TES+GasBoiler.jpg - - heating - domestic_hot_water - - - 21 - 19 - - - - Ground Source Heat Pump with Electrical Boiler and thermal storage - schemas/GSHP+TES+ElectricBoiler.jpg - - heating - domestic_hot_water - - - 22 - 19 - - - - Water Source Heat Pump with Natural Gas Boiler and thermal storage - schemas/WSHP+TES+GasBoiler.jpg - - heating - domestic_hot_water - - - 21 - 20 - - - - Water Source Heat Pump with Electrical Boiler and thermal storage - schemas/WSHP+TES+ElectricBoiler.jpg - - heating - domestic_hot_water - - - 22 - 20 - - - - Photovoltaic System - schemas/PV.jpg - - electricity - - - 26 - - - - - - PV+ASHP+GasBoiler+TES - - 7 - 1 - - - - PV+ASHP+ElectricBoiler+TES - - 7 - 2 - - - - PV+GSHP+GasBoiler+TES - - 7 - 3 - - - - PV+GSHP+ElectricBoiler+TES - - 7 - 4 - - - - PV+WSHP+GasBoiler+TES - - 7 - 5 - - - - PV+WSHP+ElectricBoiler+TES - - 7 - 6 - - - - - - - - - - diff --git a/tests/test_systems_catalog.py b/tests/test_systems_catalog.py index 7e86bcbd..d41e5c07 100644 --- a/tests/test_systems_catalog.py +++ b/tests/test_systems_catalog.py @@ -34,28 +34,6 @@ class TestSystemsCatalog(TestCase): with self.assertRaises(IndexError): catalog.get_entry('unknown') - def test_north_america_systems_catalog(self): - catalog = EnergySystemsCatalogFactory('north_america').catalog - - catalog_categories = catalog.names() - archetypes = catalog.names('archetypes') - self.assertEqual(6, len(archetypes['archetypes'])) - systems = catalog.names('systems') - self.assertEqual(7, len(systems['systems'])) - generation_equipments = catalog.names('generation_equipments') - self.assertEqual(26, len(generation_equipments['generation_equipments'])) - with self.assertRaises(ValueError): - catalog.names('unknown') - - # retrieving all the entries should not raise any exceptions - for category in catalog_categories: - for value in catalog_categories[category]: - catalog.get_entry(value) - - with self.assertRaises(IndexError): - catalog.get_entry('unknown') - print(catalog.entries()) - def test_montreal_future_catalog(self): catalog = EnergySystemsCatalogFactory('montreal_future').catalog diff --git a/tests/test_systems_factory.py b/tests/test_systems_factory.py index 3cfe2619..c4c086e3 100644 --- a/tests/test_systems_factory.py +++ b/tests/test_systems_factory.py @@ -96,54 +96,6 @@ class TestSystemsFactory(TestCase): self.assertLess(0, building.domestic_hot_water_consumption[cte.YEAR][0]) self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) - def test_north_america_custom_system_factory(self): - """ - Enrich the city with the construction information and verify it - """ - for building in self._city.buildings: - building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' - - EnergySystemsFactory('north_america', self._city).enrich() - self.assertEqual(1, len(self._city.generic_energy_systems)) - - def test_north_america_custom_system_results(self): - """ - Enrich the city with the construction information and verify it - """ - ConstructionFactory('nrcan', self._city).enrich() - UsageFactory('nrcan', self._city).enrich() - WeatherFactory('epw', self._city).enrich() - ExportsFactory('sra', self._city, self._output_path).export() - sra_path = (self._output_path / f'{self._city.name}_sra.xml').resolve() - subprocess.run(['sra', str(sra_path)]) - ResultFactory('sra', self._city, self._output_path).enrich() - EnergyBuildingsExportsFactory('insel_monthly_energy_balance', self._city, self._output_path).export() - for building in self._city.buildings: - insel_path = (self._output_path / f'{building.name}.insel') - subprocess.run(['insel', str(insel_path)]) - ResultFactory('insel_monthly_energy_balance', self._city, self._output_path).enrich() - - for building in self._city.buildings: - building.energy_systems_archetype_name = 'PV+ASHP+GasBoiler+TES' - EnergySystemsFactory('north_america', self._city).enrich() - # Need to assign energy systems to buildings: - for building in self._city.buildings: - _building_energy_systems = [] - for energy_system in building.energy_systems: - if cte.HEATING in energy_system.demand_types: - _generation_system = cast(NonPvGenerationSystem, energy_system.generation_systems[0]) - _generation_system.heat_power = building.heating_peak_load[cte.YEAR][0] - if cte.COOLING in energy_system.demand_types: - _generation_system = cast(NonPvGenerationSystem, energy_system.generation_systems[0]) - _generation_system.cooling_power = building.cooling_peak_load[cte.YEAR][0] - - for building in self._city.buildings: - self.assertLess(0, building.heating_consumption[cte.YEAR][0]) - self.assertEqual(0, building.cooling_consumption[cte.YEAR][0]) - self.assertLess(0, building.domestic_hot_water_consumption[cte.YEAR][0]) - self.assertLess(0, building.onsite_electrical_production[cte.YEAR][0]) - print('test') - def test_montreal_future_system_results(self): """ Enrich the city with the construction information and verify it From bf237302817e0a6211b53ec1f8538a2e52bea159 Mon Sep 17 00:00:00 2001 From: guille Date: Tue, 12 Mar 2024 16:21:43 +0100 Subject: [PATCH 101/101] correct the unit tests --- ...ontreal_generation_system_to_hub_energy_generation_system.py | 2 +- .../energy_systems/montreal_custom_energy_system_parameters.py | 2 +- 2 files changed, 2 insertions(+), 2 deletions(-) diff --git a/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py b/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py index 776ccd65..7a42c832 100644 --- a/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py +++ b/hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py @@ -20,7 +20,7 @@ class MontrealGenerationSystemToHubEnergyGenerationSystem: 'electricity generator': cte.ELECTRICITY_GENERATOR, 'PV system': cte.PHOTOVOLTAIC, 'heat pump': cte.HEAT_PUMP - } + } @property def dictionary(self) -> dict: diff --git a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py index a5ff316b..348df9fe 100644 --- a/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py +++ b/hub/imports/energy_systems/montreal_custom_energy_system_parameters.py @@ -83,7 +83,7 @@ class MontrealCustomEnergySystemParameters: def _create_generation_systems(archetype_system): _generation_systems = [] for archetype_generation_system in archetype_system.generation_systems: - if archetype_generation_system.system_type == 'PV system': + if archetype_generation_system.system_type == 'Photovoltaic': _generation_system = PvGenerationSystem() _type = 'PV system' _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]