diff --git a/energy_system_modelling_package/energy_system_modelling_factories/archetypes/montreal/archetype_cluster_1.py b/energy_system_modelling_package/energy_system_modelling_factories/archetypes/montreal/archetype_cluster_1.py
index e66140d8..c5160bf3 100644
--- a/energy_system_modelling_package/energy_system_modelling_factories/archetypes/montreal/archetype_cluster_1.py
+++ b/energy_system_modelling_package/energy_system_modelling_factories/archetypes/montreal/archetype_cluster_1.py
@@ -28,12 +28,12 @@ class ArchetypeCluster1:
def heating_system_simulation(self):
building_heating_hourly_consumption = []
- boiler = self.building.energy_systems[1].generation_systems[0]
- hp = self.building.energy_systems[1].generation_systems[1]
- tes = self.building.energy_systems[1].generation_systems[0].energy_storage_systems[0]
+ boiler = self.building.energy_systems[0].generation_systems[0]
+ hp = self.building.energy_systems[0].generation_systems[1]
+ tes = self.building.energy_systems[0].generation_systems[0].energy_storage_systems[0]
heating_demand_joules = self.building.heating_demand[cte.HOUR]
heating_peak_load_watts = self.building.heating_peak_load[cte.YEAR][0]
- upper_limit_tes_heating = 55
+ upper_limit_tes_heating = 45
outdoor_temperature = self.building.external_temperature[cte.HOUR]
results = HeatPumpBoilerTesHeating(hp=hp,
boiler=boiler,
@@ -55,7 +55,7 @@ class ArchetypeCluster1:
return results, building_heating_hourly_consumption
def cooling_system_simulation(self):
- hp = self.building.energy_systems[2].generation_systems[0]
+ hp = self.building.energy_systems[1].generation_systems[0]
cooling_demand_joules = self.building.cooling_demand[cte.HOUR]
cooling_peak_load = self.building.cooling_peak_load[cte.YEAR][0]
cutoff_temperature = 11
diff --git a/energy_system_modelling_package/energy_system_modelling_factories/hvac_dhw_systems_simulation_models/heat_pump_boiler_tes_heating.py b/energy_system_modelling_package/energy_system_modelling_factories/hvac_dhw_systems_simulation_models/heat_pump_boiler_tes_heating.py
index 7c933393..89fdba87 100644
--- a/energy_system_modelling_package/energy_system_modelling_factories/hvac_dhw_systems_simulation_models/heat_pump_boiler_tes_heating.py
+++ b/energy_system_modelling_package/energy_system_modelling_factories/hvac_dhw_systems_simulation_models/heat_pump_boiler_tes_heating.py
@@ -62,41 +62,54 @@ class HeatPumpBoilerTesHeating:
ambient_temperature=t_out[i],
dt=self.dt)
# hp operation
- if t_tank[i + 1] < 40:
- q_hp[i + 1] = hp.nominal_heat_output
- m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * hp_delta_t)
- t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY)) + t_tank[i + 1]
- elif 40 <= t_tank[i + 1] < self.upper_limit_tes and q_hp[i] == 0:
- q_hp[i + 1] = 0
- m_ch[i + 1] = 0
- t_sup_hp[i + 1] = t_tank[i + 1]
- elif 40 <= t_tank[i + 1] < self.upper_limit_tes and q_hp[i] > 0:
- q_hp[i + 1] = hp.nominal_heat_output
- m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * hp_delta_t)
- t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY)) + t_tank[i + 1]
- else:
- q_hp[i + 1], m_ch[i + 1], t_sup_hp[i + 1] = 0, 0, t_tank[i + 1]
- if q_hp[i + 1] > 0:
- if hp.source_medium == cte.AIR and self.hp.supply_medium == cte.WATER:
- hp_cop[i + 1] = self.hp_characteristics.air_to_water_cop(source_temperature[i + 1], t_tank[i + 1], mode=cte.HEATING)
- hp_electricity[i + 1] = q_hp[i + 1] / hp_cop[i + 1]
- else:
- hp_cop[i + 1] = 0
- hp_electricity[i + 1] = 0
- # boiler operation
- if q_hp[i + 1] > 0:
- if t_sup_hp[i + 1] < 45:
- q_boiler[i + 1] = boiler.nominal_heat_output
- elif demand[i + 1] > 0.5 * self.heating_peak_load / self.dt:
- q_boiler[i + 1] = 0.5 * boiler.nominal_heat_output
- boiler_energy_consumption[i + 1] = q_boiler[i + 1] / float(boiler.heat_efficiency)
- if boiler.fuel_type == cte.ELECTRICITY:
- boiler_fuel_consumption[i + 1] = boiler_energy_consumption[i + 1]
+ if t_out[i + 1] > -20:
+ if t_tank[i + 1] < 40:
+ q_hp[i + 1] = hp.nominal_heat_output
+ m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * hp_delta_t)
+ t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY)) + t_tank[i + 1]
+ elif 40 <= t_tank[i + 1] < self.upper_limit_tes and q_hp[i] == 0:
+ q_hp[i + 1] = 0
+ m_ch[i + 1] = 0
+ t_sup_hp[i + 1] = t_tank[i + 1]
+ elif 40 <= t_tank[i + 1] < self.upper_limit_tes and q_hp[i] > 0:
+ q_hp[i + 1] = hp.nominal_heat_output
+ m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * hp_delta_t)
+ t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY)) + t_tank[i + 1]
else:
- # TODO: Other fuels should be considered
- boiler_fuel_consumption[i + 1] = (q_boiler[i + 1] * self.dt) / (
- float(boiler.heat_efficiency) * cte.NATURAL_GAS_LHV)
+ q_hp[i + 1], m_ch[i + 1], t_sup_hp[i + 1] = 0, 0, t_tank[i + 1]
+ if q_hp[i + 1] > 0:
+ if hp.source_medium == cte.AIR and self.hp.supply_medium == cte.WATER:
+ hp_cop[i + 1] = self.hp_characteristics.air_to_water_cop(source_temperature[i + 1], t_tank[i + 1], mode=cte.HEATING)
+ hp_electricity[i + 1] = q_hp[i + 1] / hp_cop[i + 1]
+ else:
+ hp_cop[i + 1] = 0
+ hp_electricity[i + 1] = 0
+ else:
+ q_hp[i + 1] = 0
+ t_sup_hp[i + 1] = t_tank[i + 1]
+ if t_tank[i + 1] < 40:
+ q_boiler[i + 1] = boiler.nominal_heat_output
+ m_ch[i + 1] = q_boiler[i + 1] / (cte.WATER_HEAT_CAPACITY * hp_delta_t)
+ elif 40 <= t_tank[i + 1] < self.upper_limit_tes and q_boiler[i] == 0:
+ q_boiler[i + 1] = 0
+ m_ch[i + 1] = 0
+ elif 40 <= t_tank[i + 1] < self.upper_limit_tes and q_boiler[i] > 0:
+ q_boiler[i + 1] = boiler.nominal_heat_output
+ m_ch[i + 1] = q_boiler[i + 1] / (cte.WATER_HEAT_CAPACITY * hp_delta_t)
+ else:
+ q_boiler[i + 1], m_ch[i + 1] = 0, 0
+
+ boiler_energy_consumption[i + 1] = q_boiler[i + 1] / float(boiler.heat_efficiency)
+ if boiler.fuel_type == cte.ELECTRICITY:
+ boiler_fuel_consumption[i + 1] = boiler_energy_consumption[i + 1]
+ else:
+ # TODO: Other fuels should be considered
+ boiler_fuel_consumption[i + 1] = (q_boiler[i + 1] * self.dt) / (
+ float(boiler.heat_efficiency) * cte.NATURAL_GAS_LHV)
+ if m_ch[i + 1] > 0:
t_sup_boiler[i + 1] = t_sup_hp[i + 1] + (q_boiler[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY))
+ else:
+ t_sup_boiler[i + 1] = t_sup_hp[i + 1]
# heating coil operation
if t_tank[i + 1] < 35:
q_coil[i + 1] = heating_coil_nominal_output
diff --git a/energy_system_modelling_package/energy_system_modelling_factories/system_sizing_methods/peak_load_sizing.py b/energy_system_modelling_package/energy_system_modelling_factories/system_sizing_methods/peak_load_sizing.py
index e5e79d8e..92069ba4 100644
--- a/energy_system_modelling_package/energy_system_modelling_factories/system_sizing_methods/peak_load_sizing.py
+++ b/energy_system_modelling_package/energy_system_modelling_factories/system_sizing_methods/peak_load_sizing.py
@@ -78,7 +78,7 @@ class PeakLoadSizing:
generation_system.nominal_cooling_output = design_load
else:
if demand_type == cte.HEATING or demand_type == cte.DOMESTIC_HOT_WATER:
- generation_system.nominal_heat_output = round(((1 - default_primary_unit_percentage) * design_load /
+ generation_system.nominal_heat_output = round((default_primary_unit_percentage * design_load /
(len(energy_system.generation_systems) - 1)))
elif demand_type == cte.COOLING and cooling_equipments_number > 1:
generation_system.nominal_cooling_output = round(((1 - default_primary_unit_percentage) * design_load /
diff --git a/hub/data/energy_systems/montreal_future_systems.xml b/hub/data/energy_systems/montreal_future_systems.xml
index b2125758..9205c9bd 100644
--- a/hub/data/energy_systems/montreal_future_systems.xml
+++ b/hub/data/energy_systems/montreal_future_systems.xml
@@ -650,7 +650,7 @@
- 0.95
+ 1
False
electricity
diff --git a/input_files/cbt_data.csv b/input_files/cbt_data.csv
new file mode 100644
index 00000000..df111876
--- /dev/null
+++ b/input_files/cbt_data.csv
@@ -0,0 +1,8761 @@
+Date/Time,SP,CJ,GE,HUB,FC,total
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diff --git a/input_files/rf_building.geojson b/input_files/rf_building.geojson
new file mode 100644
index 00000000..f18f7354
--- /dev/null
+++ b/input_files/rf_building.geojson
@@ -0,0 +1,95 @@
+{
+ "type": "FeatureCollection",
+ "features": [
+ {
+ "type": "Feature",
+ "geometry": {
+ "type": "Polygon",
+ "coordinates": [
+ [
+ [
+ -73.64073884959656,
+ 45.45877247795022
+ ],
+ [
+ -73.64086100464694,
+ 45.45862178887526
+ ],
+ [
+ -73.64105216087044,
+ 45.45869645702069
+ ],
+ [
+ -73.64104414833393,
+ 45.45871090890856
+ ],
+ [
+ -73.64114029876905,
+ 45.45874864437542
+ ],
+ [
+ -73.64131199597576,
+ 45.45853026004602
+ ],
+ [
+ -73.6412181348363,
+ 45.45849413020409
+ ],
+ [
+ -73.64123314695125,
+ 45.45847517640908
+ ],
+ [
+ -73.64113756981872,
+ 45.45843937477906
+ ],
+ [
+ -73.64119661747132,
+ 45.45836250649597
+ ],
+ [
+ -73.64108252539663,
+ 45.45831757886663
+ ],
+ [
+ -73.64101346966737,
+ 45.45840252013562
+ ],
+ [
+ -73.6408593452855,
+ 45.45834214866821
+ ],
+ [
+ -73.64078214107344,
+ 45.458449110498606
+ ],
+ [
+ -73.64076509395674,
+ 45.458468507887375
+ ],
+ [
+ -73.64088276379393,
+ 45.45851271533863
+ ],
+ [
+ -73.64069790898249,
+ 45.4587603867237
+ ],
+ [
+ -73.64073884959656,
+ 45.45877247795022
+ ]
+ ]
+ ]
+ },
+ "id": 200054,
+ "properties": {
+ "name": "03065114",
+ "address": "rue Sherbrooke Ouest (MTL+MTO+WMT) 7141",
+ "function": "6821",
+ "height": 8,
+ "year_of_construction": 1916
+ }
+ }
+ ]
+}
\ No newline at end of file
diff --git a/loyola.py b/loyola.py
new file mode 100644
index 00000000..e60d134a
--- /dev/null
+++ b/loyola.py
@@ -0,0 +1,59 @@
+from pathlib import Path
+
+from energy_system_modelling_package.energy_system_modelling_factories.energy_system_sizing_factory import \
+ EnergySystemsSizingFactory
+from energy_system_modelling_package.energy_system_modelling_factories.montreal_energy_system_archetype_modelling_factory import \
+ MontrealEnergySystemArchetypesSimulationFactory
+from hub.imports.energy_systems_factory import EnergySystemsFactory
+from hub.imports.geometry_factory import GeometryFactory
+from hub.helpers.dictionaries import Dictionaries
+from hub.imports.construction_factory import ConstructionFactory
+from hub.imports.usage_factory import UsageFactory
+from hub.imports.weather_factory import WeatherFactory
+import pandas as pd
+import hub.helpers.constants as cte
+from costing_package.constants import *
+from costing_package.cost import Cost
+# Specify the GeoJSON file path
+input_files_path = (Path(__file__).parent / 'input_files')
+input_files_path.mkdir(parents=True, exist_ok=True)
+geojson_file_path = input_files_path / 'rf_building.geojson'
+output_path = (Path(__file__).parent / 'out_files').resolve()
+output_path.mkdir(parents=True, exist_ok=True)
+simulation_results_path = (Path(__file__).parent / 'out_files' / 'simulation_results').resolve()
+simulation_results_path.mkdir(parents=True, exist_ok=True)
+cost_analysis_output_path = output_path / 'cost_analysis'
+cost_analysis_output_path.mkdir(parents=True, exist_ok=True)
+city = GeometryFactory(file_type='geojson',
+ path=geojson_file_path,
+ height_field='height',
+ year_of_construction_field='year_of_construction',
+ function_field='function',
+ function_to_hub=Dictionaries().montreal_function_to_hub_function).city
+demands = pd.read_csv(input_files_path / 'cbt_data.csv')
+city.buildings[0].heating_demand[cte.HOUR] = [x * cte.WATTS_HOUR_TO_JULES * 1000 / 4 for x in demands['total'].to_list()]
+city.buildings[0].cooling_demand[cte.HOUR] = [0] * 8760
+city.buildings[0].domestic_hot_water_heat_demand[cte.HOUR] = [0] * 8760
+city.buildings[0].lighting_electrical_demand[cte.HOUR] = [0] * 8760
+city.buildings[0].lighting_electrical_demand[cte.YEAR] = [0]
+city.buildings[0].appliances_electrical_demand[cte.YEAR] = [0]
+city.buildings[0].appliances_electrical_demand[cte.HOUR] = [0] * 8760
+ConstructionFactory('nrcan', city).enrich()
+UsageFactory('nrcan', city).enrich()
+WeatherFactory('epw', city).enrich()
+for building in city.buildings:
+ building.energy_systems_archetype_name = ('Central Hydronic Air and Electricity Source Heating System with Unitary '
+ 'Split and Air Source HP DHW')
+EnergySystemsFactory('montreal_future', city).enrich()
+EnergySystemsSizingFactory('peak_load_sizing', city).enrich()
+for building in city.buildings:
+ MontrealEnergySystemArchetypesSimulationFactory(f'archetype_cluster_{building.energy_systems_archetype_cluster_id}',
+ building,
+ simulation_results_path).enrich()
+for building in city.buildings:
+ cost_retrofit_scenario = SYSTEM_RETROFIT
+ lcc_dataframe = Cost(building=building,
+ retrofit_scenario=cost_retrofit_scenario,
+ fuel_tariffs=['Electricity-D', 'Gas-Energir']).life_cycle
+ lcc_dataframe.to_csv(cost_analysis_output_path / f'{building.name}_retrofitted_lcc.csv')
+print('test')
\ No newline at end of file