Costing initiated #3
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@ -90,10 +90,8 @@ class Building(CityObject):
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self._interior_slabs.append(surface)
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else:
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logging.error('Building %s [%s] has an unexpected surface type %s.', self.name, self.aliases, surface.type)
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self._heating_consumption_disaggregated = {}
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self._domestic_hot_water_peak_load = None
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self._fuel_consumption_breakdown = {}
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self._domestic_how_water_consumption_disaggregated = {}
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@property
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def shell(self) -> Polyhedron:
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@ -844,38 +842,6 @@ class Building(CityObject):
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self._onsite_electrical_production[_key] = _results
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return self._onsite_electrical_production
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@property
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def heating_consumption_disaggregated(self) -> dict:
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"""
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Get energy consumed for heating from different fuels in J
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return: dict
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"""
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return self._heating_consumption_disaggregated
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@heating_consumption_disaggregated.setter
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def heating_consumption_disaggregated(self, value):
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"""
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Get energy consumed for heating from different fuels in J
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return: dict
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"""
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self._heating_consumption_disaggregated = value
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@property
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def domestic_how_water_consumption_disaggregated(self) -> dict:
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"""
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Get energy consumed for heating from different fuels in J
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return: dict
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"""
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return self._domestic_how_water_consumption_disaggregated
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@domestic_how_water_consumption_disaggregated.setter
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def domestic_how_water_consumption_disaggregated(self, value):
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"""
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Get energy consumed for heating from different fuels in J
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return: dict
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"""
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self._domestic_how_water_consumption_disaggregated = value
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@property
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def lower_corner(self):
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"""
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@ -891,45 +857,12 @@ class Building(CityObject):
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return [self._max_x, self._max_y, self._max_z]
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@property
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def fuel_consumption_breakdown(self) -> dict:
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def energy_consumption_breakdown(self) -> dict:
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"""
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Get energy consumption of different sectors
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return: dict
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"""
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fuel_breakdown = {cte.ELECTRICITY: {cte.LIGHTING: self.lighting_electrical_demand[cte.YEAR][0],
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cte.APPLIANCES: self.appliances_electrical_demand[cte.YEAR][0]}}
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energy_systems = self.energy_systems
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for energy_system in energy_systems:
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demand_types = energy_system.demand_types
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generation_systems = energy_system.generation_systems
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for demand_type in demand_types:
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if demand_type == cte.COOLING:
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fuel_breakdown[cte.ELECTRICITY][cte.COOLING] = self.cooling_consumption[cte.YEAR][0] / 3600
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elif demand_type == cte.HEATING:
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heating_fuels = [generation_system.fuel_type for generation_system in generation_systems]
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if len(heating_fuels) > 1:
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for fuel in heating_fuels:
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if fuel == cte.ELECTRICITY:
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fuel_breakdown[cte.ELECTRICITY][cte.HEATING] = self._heating_consumption_disaggregated[cte.ELECTRICITY][cte.YEAR][0]
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elif fuel not in fuel_breakdown.keys():
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fuel_breakdown[fuel] = {cte.HEATING: self._heating_consumption_disaggregated[fuel][cte.YEAR][0]}
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else:
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fuel_breakdown[fuel][cte.HEATING] = self._heating_consumption_disaggregated[fuel][cte.YEAR][0]
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else:
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fuel = heating_fuels[0]
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if fuel == cte.ELECTRICITY:
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fuel_breakdown[cte.ELECTRICITY][cte.HEATING] = self.heating_consumption[cte.YEAR][0]
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elif fuel not in fuel_breakdown.keys():
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fuel_breakdown[fuel] = {cte.HEATING: self.heating_consumption[cte.YEAR][0]}
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else:
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fuel_breakdown[fuel][cte.HEATING] = self.heating_consumption[cte.YEAR][0]
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elif demand_type == cte.DOMESTIC_HOT_WATER:
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for generation_system in generation_systems:
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if generation_system.fuel_type == cte.ELECTRICITY:
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fuel_breakdown[cte.ELECTRICITY][cte.DOMESTIC_HOT_WATER] = self.domestic_hot_water_consumption[cte.YEAR][0]
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elif generation_system.fuel_type not in fuel_breakdown.keys():
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fuel_breakdown[generation_system.fuel_type] = {cte.DOMESTIC_HOT_WATER: self.domestic_hot_water_consumption[cte.YEAR][0]}
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else:
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fuel_breakdown[generation_system.fuel_type][cte.DOMESTIC_HOT_WATER] = self.domestic_hot_water_consumption[cte.YEAR][0]
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self._fuel_consumption_breakdown = fuel_breakdown
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return self._fuel_consumption_breakdown
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@ -47,6 +47,7 @@ class NonPvGenerationSystem(GenerationSystem):
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self._cooling_supply_temperature = None
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self._reversible = None
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self._simultaneous_heat_cold = None
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self._heating_fuel_consumption = {}
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@property
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def nominal_heat_output(self):
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@ -520,3 +521,19 @@ class NonPvGenerationSystem(GenerationSystem):
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"""
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self._simultaneous_heat_cold = value
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@property
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def heating_fuel_consumption(self) -> dict:
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"""
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Get fuel consumption in W, m3, or kg
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:return: dict{[float]}
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"""
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return self._heating_fuel_consumption
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@heating_fuel_consumption.setter
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def heating_fuel_consumption(self, value):
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"""
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Set fuel consumption in W, m3, or kg
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:param value: dict{[float]}
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"""
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self._heating_fuel_consumption = value
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@ -1311,7 +1311,6 @@
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<demands>
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<demand>heating</demand>
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<demand>cooling</demand>
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<demand>domestic_hot_water</demand>
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</demands>
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<components>
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<generation_id>21</generation_id>
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@ -1408,8 +1407,8 @@
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<demand>cooling</demand>
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</demands>
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<components>
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<generation_id>21</generation_id>
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<generation_id>18</generation_id>
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<generation_id>23</generation_id>
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<generation_id>16</generation_id>
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</components>
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</system>
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<system>
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@ -1444,6 +1443,7 @@
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<systems>
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<system_id>7</system_id>
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<system_id>1</system_id>
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<system_id>10</system_id>
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</systems>
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</system_archetype>
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<system_archetype id="2">
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@ -10,11 +10,10 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
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KELVIN = 273.15
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WATER_DENSITY = 1000 # kg/m3
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WATER_HEAT_CAPACITY = 4182 # J/kgK
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NATURAL_GAS_LHV = 36.6e6 # J/m3
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AIR_DENSITY = 1.293 # kg/m3
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AIR_HEAT_CAPACITY = 1005.2 # J/kgK
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# converters
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HOUR_TO_MINUTES = 60
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MINUTES_TO_SECONDS = 60
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14
main.py
14
main.py
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@ -13,10 +13,8 @@ from scripts.energy_system_analysis_report import EnergySystemAnalysisReport
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from scripts import random_assignation
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from hub.imports.energy_systems_factory import EnergySystemsFactory
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from scripts.energy_system_sizing import SystemSizing
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from scripts.system_simulation import SystemSimulation
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from scripts.costs.cost import Cost
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from costs.constants import CURRENT_STATUS, SKIN_RETROFIT, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV, SYSTEM_RETROFIT_AND_PV
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from scripts.energy_system_retrofit_results import system_results, new_system_results
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from scripts.energy_system_sizing_and_simulation_factory import EnergySystemsSimulationFactory
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# Specify the GeoJSON file path
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geojson_file = process_geojson(x=-73.5681295982132, y=45.49218262677643, diff=0.0001)
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@ -43,15 +41,13 @@ random_assignation.call_random(city.buildings, random_assignation.residential_sy
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EnergySystemsFactory('montreal_custom', city).enrich()
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SystemSizing(city.buildings).montreal_custom()
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current_system = system_results(city.buildings)
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random_assignation.call_random(city.buildings, random_assignation.residential_new_systems_percentage)
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EnergySystemsFactory('montreal_future', city).enrich()
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for building in city.buildings:
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EnergySystemsSimulationFactory('archetype1', building=building,output_path=output_path).enrich()
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new_system = system_results(city.buildings)
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EnergySystemAnalysisReport(city, output_path).create_report(current_system, new_system)
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for building in city.buildings:
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costs = Cost(building, retrofit_scenario=SYSTEM_RETROFIT_AND_PV).life_cycle
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Cost(building, retrofit_scenario=SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV).life_cycle.to_csv(output_path / f'{building.name}_lcc.csv')
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costs.loc['global_capital_costs', f'Scenario {SYSTEM_RETROFIT_AND_PV}'].to_csv(output_path / f'{building.name}_global_capital.csv')
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costs.loc['global_operational_costs', f'Scenario {SYSTEM_RETROFIT_AND_PV}'].to_csv(
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output_path / f'{building.name}_global_operational.csv')
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@ -44,7 +44,7 @@ class Cost:
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if dictionary is None:
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dictionary = Dictionaries().hub_function_to_montreal_custom_costs_function
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self._building = building
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fuel_type = self._building.fuel_consumption_breakdown.keys()
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fuel_type = self._building.energy_consumption_breakdown.keys()
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self._configuration = Configuration(number_of_years,
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percentage_credit,
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interest_rate, credit_years,
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@ -106,10 +106,10 @@ class Cost:
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]
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additional_costs = [
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global_operational_costs[f'Fixed Costs {fuel}'] for fuel in
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self._building.fuel_consumption_breakdown.keys() if fuel != cte.ELECTRICITY
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self._building.energy_consumption_breakdown.keys() if fuel != cte.ELECTRICITY
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] + [
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global_operational_costs[f'Variable Costs {fuel}'] for fuel in
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self._building.fuel_consumption_breakdown.keys() if fuel != cte.ELECTRICITY
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self._building.energy_consumption_breakdown.keys() if fuel != cte.ELECTRICITY
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]
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df_operational_costs = sum(operational_costs_list + additional_costs)
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df_maintenance_costs = (
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@ -35,14 +35,14 @@ class TotalOperationalCosts(CostBase):
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:return: pd.DataFrame
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"""
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building = self._building
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fuel_consumption_breakdown = building.fuel_consumption_breakdown
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fuel_consumption_breakdown = building.energy_consumption_breakdown
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archetype = self._archetype
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total_floor_area = self._total_floor_area
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if archetype.function == 'residential':
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factor = total_floor_area / 80
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else:
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factor = 1
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total_electricity_consumption = sum(self._building.fuel_consumption_breakdown[cte.ELECTRICITY].values())
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total_electricity_consumption = sum(self._building.energy_consumption_breakdown[cte.ELECTRICITY].values())
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peak_electricity_load = PeakLoad(self._building).electricity_peak_load
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peak_load_value = peak_electricity_load.max(axis=1)
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peak_electricity_demand = peak_load_value[1] / 1000 # self._peak_electricity_demand adapted to kW
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@ -90,7 +90,7 @@ class TotalOperationalCosts(CostBase):
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def columns(self):
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columns_list = []
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fuels = [key for key in self._building.fuel_consumption_breakdown.keys()]
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fuels = [key for key in self._building.energy_consumption_breakdown.keys()]
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for fuel in fuels:
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if fuel == cte.ELECTRICITY:
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columns_list.append('Fixed Costs Electricity Peak')
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@ -31,7 +31,7 @@ class SystemSizing:
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if generation.energy_storage_systems is not None:
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for storage in generation.energy_storage_systems:
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if storage.type_energy_stored == 'thermal':
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storage.volume = (sizing_demand * 1000) / (cte.WATER_HEAT_CAPACITY*cte.WATER_DENSITY)
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storage.volume = building.heating_peak_load[cte.YEAR][0] / (cte.WATER_HEAT_CAPACITY*cte.WATER_DENSITY * 20)
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elif generation.system_type == 'Boiler':
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generation.nominal_heat_output = 0.4 * sizing_demand / 1000
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@ -6,6 +6,7 @@ Project Coder Saeed Ranjbar saeed.ranjbar@mail.concordia.ca
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"""
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from scripts.system_simulation_models.archetype13 import Archetype13
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from scripts.system_simulation_models.archetype1 import Archetype1
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class EnergySystemsSimulationFactory:
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@ -13,15 +14,24 @@ class EnergySystemsSimulationFactory:
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EnergySystemsFactory class
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"""
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def __init__(self, handler, building):
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def __init__(self, handler, building, output_path):
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self._output_path = output_path
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self._handler = '_' + handler.lower()
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self._building = building
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def _archetype1(self):
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"""
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Enrich the city by using the sizing and simulation model developed for archetype13 of montreal_future_systems
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"""
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Archetype1(self._building, self._output_path).enrich_buildings()
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self._building.level_of_detail.energy_systems = 2
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self._building.level_of_detail.energy_systems = 2
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def _archetype13(self):
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"""
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Enrich the city by using the sizing and simulation model developed for archetype13 of montreal_future_systems
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"""
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Archetype13(self._building).enrich_buildings()
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Archetype13(self._building, self._output_path).enrich_buildings()
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self._building.level_of_detail.energy_systems = 2
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self._building.level_of_detail.energy_systems = 2
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@ -81,7 +81,7 @@ class SystemSimulation:
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else:
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factor = 4
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m_dis[i + 1] = self.maximum_heating_demand / (cte.WATER_HEAT_CAPACITY * factor * 3600)
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t_return = T[i + 1] - self.heating_demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY)
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t_return = T[i + 1] - self.heating_demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * 3600)
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if m_dis[i + 1] == 0 or (m_dis[i + 1] > 0 and t_return < 25):
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T_ret[i + 1] = max(25, T[i + 1])
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else:
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@ -89,7 +89,7 @@ class SystemSimulation:
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tes_output = m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * (T[i + 1] - T_ret[i + 1])
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if tes_output < (self.heating_demand[i + 1] / 3600):
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q_aux[i + 1] = (self.heating_demand[i + 1] / 3600) - tes_output
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aux_fuel[i + 1] = (q_aux[i + 1] * dt) / 50e6
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aux_fuel[i + 1] = (q_aux[i + 1] * dt) / 35.8e6
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boiler_consumption[i + 1] = q_aux[i + 1] / boiler_efficiency
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heating_consumption[i + 1] = boiler_consumption[i + 1] + hp_electricity[i + 1]
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data = list(zip(T, T_sup, T_ret, m_ch, m_dis, q_hp, hp_electricity, aux_fuel, q_aux, self.heating_demand))
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@ -129,7 +129,7 @@ class SystemSimulation:
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disaggregated_consumption[generation_system.fuel_type][cte.HOUR])
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disaggregated_consumption[generation_system.fuel_type][cte.YEAR] = [
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sum(disaggregated_consumption[generation_system.fuel_type][cte.MONTH])]
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self.building.heating_consumption_disaggregated = disaggregated_consumption
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self.building.heating_fuel_consumption_disaggregated = disaggregated_consumption
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return self.building
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137
scripts/system_simulation_models/archetype1.py
Normal file
137
scripts/system_simulation_models/archetype1.py
Normal file
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@ -0,0 +1,137 @@
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import math
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import csv
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import hub.helpers.constants as cte
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from hub.helpers.monthly_values import MonthlyValues
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class Archetype1:
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def __init__(self, building, output_path):
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self._building = building
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self._name = building.name
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self._pv_system = building.energy_systems[1]
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self._hvac_system = building.energy_systems[0]
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self._dhw_system = building.energy_systems[-1]
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self._heating_peak_load = building.heating_peak_load[cte.YEAR][0]
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self._cooling_peak_load = building.cooling_peak_load[cte.YEAR][0]
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self._domestic_hot_water_peak_load = building.domestic_hot_water_peak_load[cte.YEAR][0]
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self._hourly_heating_demand = [0] + [demand / 3600 for demand in building.heating_demand[cte.HOUR]]
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self._hourly_cooling_demand = [demand / 3600 for demand in building.cooling_demand[cte.HOUR]]
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self._hourly_dhw_demand = building.domestic_hot_water_heat_demand[cte.HOUR]
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self._output_path = output_path
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self._t_out = building.external_temperature[cte.HOUR]
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def hvac_sizing(self):
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storage_factor = 3
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heat_pump = self._hvac_system.generation_systems[0]
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boiler = self._hvac_system.generation_systems[1]
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thermal_storage = heat_pump.energy_storage_systems[0]
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heat_pump.nominal_heat_output = round(0.5 * self._heating_peak_load / 3600)
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heat_pump.nominal_cooling_output = round(self._cooling_peak_load / 3600)
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boiler.nominal_heat_output = round(0.5 * self._heating_peak_load / 3600)
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thermal_storage.volume = round(
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(self._heating_peak_load * storage_factor) / (cte.WATER_HEAT_CAPACITY * cte.WATER_DENSITY * 30))
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return heat_pump, boiler, thermal_storage
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def hvac_simulation(self):
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hp, boiler, tes = self.hvac_sizing()
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demand = self._hourly_heating_demand
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if hp.source_medium == cte.AIR:
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hp.source_temperature = self._t_out
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# Heating System Simulation
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variable_names = ["t_sup_hp", "t_tank", "t_ret", "m_ch", "m_dis", "q_hp", "q_boiler", "hp_cop",
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"hp_electricity", "boiler_gas", "boiler_consumption", "t_sup_boiler", "heating_consumption"]
|
||||
num_hours = len(demand)
|
||||
variables = {name: [0] * num_hours for name in variable_names}
|
||||
(t_sup_hp, t_tank, t_ret, m_ch, m_dis, q_hp, q_boiler, hp_cop,
|
||||
hp_electricity, boiler_gas, boiler_consumption, t_sup_boiler, heating_consumption) = [variables[name] for name in
|
||||
variable_names]
|
||||
|
||||
t_tank[0] = 30
|
||||
dt = 3600
|
||||
hp_heating_cap = hp.nominal_heat_output
|
||||
hp_efficiency = float(hp.heat_efficiency)
|
||||
boiler_efficiency = float(boiler.heat_efficiency)
|
||||
v, h = float(tes.volume), float(tes.height)
|
||||
r_tot = sum(float(layer.thickness) / float(layer.material.conductivity) for layer in
|
||||
tes.layers)
|
||||
u_tot = 1 / r_tot
|
||||
d = math.sqrt((4 * v) / (math.pi * h))
|
||||
a_side = math.pi * d * h
|
||||
a_top = math.pi * d ** 2 / 4
|
||||
ua = u_tot * (2 * a_top + a_side)
|
||||
for i in range(len(demand) - 1):
|
||||
t_tank[i + 1] = (t_tank[i] +
|
||||
((m_ch[i] * (t_sup_hp[i] - t_tank[i])) +
|
||||
(ua * (self._t_out[i] - t_tank[i] + 5)) / cte.WATER_HEAT_CAPACITY -
|
||||
m_dis[i] * (t_tank[i] - t_ret[i])) * (dt / (cte.WATER_DENSITY * v)))
|
||||
if t_tank[i + 1] < 40:
|
||||
q_hp[i + 1] = hp_heating_cap
|
||||
m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * 7)
|
||||
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] < 55 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] < 55 and q_hp[i] > 0:
|
||||
q_hp[i + 1] = hp_heating_cap
|
||||
m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * 3)
|
||||
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]
|
||||
|
||||
hp_electricity[i + 1] = q_hp[i + 1] / hp_efficiency
|
||||
if demand[i + 1] == 0:
|
||||
m_dis[i + 1], t_return, t_ret[i + 1] = 0, t_tank[i + 1], t_tank[i + 1]
|
||||
else:
|
||||
if demand[i + 1] > 0.5 * self._heating_peak_load:
|
||||
factor = 8
|
||||
else:
|
||||
factor = 4
|
||||
m_dis[i + 1] = self._heating_peak_load / (cte.WATER_HEAT_CAPACITY * factor * dt)
|
||||
t_return = t_tank[i + 1] - demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * dt)
|
||||
if m_dis[i + 1] == 0 or (m_dis[i + 1] > 0 and t_return < 25):
|
||||
t_ret[i + 1] = max(25, t_tank[i + 1])
|
||||
else:
|
||||
t_ret[i + 1] = t_tank[i + 1] - demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * dt)
|
||||
tes_output = m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * (t_tank[i + 1] - t_ret[i + 1])
|
||||
if tes_output < (demand[i + 1] / dt):
|
||||
q_boiler[i + 1] = (demand[i + 1] / dt) - tes_output
|
||||
boiler_gas[i + 1] = (q_boiler[i + 1] * dt) / cte.NATURAL_GAS_LHV
|
||||
if q_boiler[i + 1] > 0:
|
||||
t_sup_boiler[i + 1] = q_boiler[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY) + t_tank[i + 1]
|
||||
else:
|
||||
t_sup_boiler[i + 1] = t_tank[i + 1]
|
||||
boiler_consumption[i + 1] = q_boiler[i + 1] / boiler_efficiency
|
||||
heating_consumption[i + 1] = boiler_consumption[i + 1] + hp_electricity[i + 1]
|
||||
data = list(zip(q_hp, hp_electricity, hp_cop, m_ch, t_sup_hp, t_tank, m_dis, q_boiler,
|
||||
boiler_gas, t_sup_boiler, t_ret, demand))
|
||||
file_name = f'simulation_results_{self._name}.csv'
|
||||
with open(self._output_path / file_name, 'w', newline='') as csvfile:
|
||||
output_file = csv.writer(csvfile)
|
||||
# Write header
|
||||
output_file.writerow(['HP_heat_output(W)', 'HP_electricity_consumption(W)', 'HP_COP',
|
||||
'TES_charge_flow_rate(kg/s)', 'TES_supply_temperature(C)', 'TES_temperature(C)',
|
||||
'TES_discharge_flow_rate(kg/s)', 'Boiler_heat_output(W)', 'Boiler_gas_consumption(m3)',
|
||||
'Boiler_supply_temperature(C)', 'Return_temperature(C)', 'heating_demand'])
|
||||
# Write data
|
||||
output_file.writerows(data)
|
||||
return heating_consumption, hp_electricity, boiler_gas, t_sup_hp, t_sup_boiler
|
||||
|
||||
def enrich_buildings(self):
|
||||
(self._building.heating_consumption[cte.HOUR], hp_electricity,
|
||||
boiler_gas, t_sup_hp, t_sup_boiler) = self.hvac_simulation()
|
||||
self._building.heating_consumption[cte.MONTH] = MonthlyValues.get_total_month(
|
||||
self._building.heating_consumption[cte.HOUR])
|
||||
self._building.heating_consumption[cte.YEAR] = [sum(self._building.heating_consumption[cte.MONTH])]
|
||||
self._hvac_system.generation_systems[0].heating_fuel_consumption[cte.HOUR] = hp_electricity
|
||||
self._hvac_system.generation_systems[0].heating_fuel_consumption[cte.MONTH] = MonthlyValues.get_total_month(
|
||||
self._hvac_system.generation_systems[0].heating_fuel_consumption[cte.HOUR])
|
||||
self._hvac_system.generation_systems[0].heating_fuel_consumption[cte.YEAR] = \
|
||||
[sum(self._hvac_system.generation_systems[0].heating_fuel_consumption[cte.MONTH])]
|
||||
self._hvac_system.generation_systems[1].heating_fuel_consumption[cte.HOUR] = boiler_gas
|
||||
self._hvac_system.generation_systems[1].heating_fuel_consumption[cte.MONTH] = MonthlyValues.get_total_month(
|
||||
self._hvac_system.generation_systems[1].heating_fuel_consumption[cte.HOUR])
|
||||
self._hvac_system.generation_systems[1].heating_fuel_consumption[cte.YEAR] = \
|
||||
[sum(self._hvac_system.generation_systems[1].heating_fuel_consumption[cte.MONTH])]
|
||||
self._hvac_system.generation_systems[0].heat_supply_temperature = t_sup_hp
|
||||
self._hvac_system.generation_systems[1].heat_supply_temperature = t_sup_boiler
|
Loading…
Reference in New Issue
Block a user