fix: cost workflow finalized #12
68
main.py
68
main.py
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@ -0,0 +1,68 @@
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from scripts.geojson_creator import process_geojson
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from pathlib import Path
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import subprocess
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from scripts.ep_run_enrich import energy_plus_workflow
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from hub.imports.geometry_factory import GeometryFactory
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from hub.helpers.dictionaries import Dictionaries
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from hub.imports.construction_factory import ConstructionFactory
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from hub.imports.usage_factory import UsageFactory
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from hub.imports.weather_factory import WeatherFactory
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from hub.imports.results_factory import ResultFactory
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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_and_simulation_factory import EnergySystemsSimulationFactory
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from scripts.costs.cost import Cost
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from scripts.costs.constants import SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV, SYSTEM_RETROFIT_AND_PV, SYSTEM_RETROFIT
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import hub.helpers.constants as cte
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from scripts.solar_angles import CitySolarAngles
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from scripts.pv_sizing_and_simulation import PVSizingSimulation
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from hub.exports.exports_factory import ExportsFactory
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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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file_path = (Path(__file__).parent / 'input_files' / 'output_buildings.geojson')
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# Specify the output path for the PDF file
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output_path = (Path(__file__).parent / 'out_files').resolve()
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# Create city object from GeoJSON file
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city = GeometryFactory('geojson',
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path=file_path,
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height_field='height',
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year_of_construction_field='year_of_construction',
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function_field='function',
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function_to_hub=Dictionaries().montreal_function_to_hub_function).city
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# Enrich city data
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ConstructionFactory('nrcan', city).enrich()
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UsageFactory('nrcan', city).enrich()
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WeatherFactory('epw', city).enrich()
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ExportsFactory('sra', city, output_path).export()
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sra_path = (output_path / f'{city.name}_sra.xml').resolve()
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subprocess.run(['sra', str(sra_path)])
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ResultFactory('sra', city, output_path).enrich()
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solar_angles = CitySolarAngles(city.name,
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city.latitude,
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city.longitude,
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tilt_angle=45,
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surface_azimuth_angle=180).calculate
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energy_plus_workflow(city)
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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('archetype13', building=building, output_path=output_path).enrich()
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if 'PV' in building.energy_systems_archetype_name:
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ghi = [x / cte.WATTS_HOUR_TO_JULES for x in building.roofs[0].global_irradiance[cte.HOUR]]
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pv_sizing_simulation = PVSizingSimulation(building,
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solar_angles,
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tilt_angle=45,
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module_height=1,
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module_width=2,
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ghi=ghi)
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pv_sizing_simulation.pv_output()
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for building in city.buildings:
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costs = Cost(building=building, retrofit_scenario=SYSTEM_RETROFIT).life_cycle
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costs.to_csv(output_path / f'{building.name}_lcc.csv')
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(costs.loc['global_operational_costs', f'Scenario {SYSTEM_RETROFIT}'].
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to_csv(output_path / f'{building.name}_op.csv'))
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costs.loc['global_capital_costs', f'Scenario {SYSTEM_RETROFIT}'].to_csv(
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output_path / f'{building.name}_cc.csv')
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costs.loc['global_maintenance_costs', f'Scenario {SYSTEM_RETROFIT}'].to_csv(
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output_path / f'{building.name}_m.csv')
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@ -13,7 +13,7 @@ from hub.city_model_structure.building import Building
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import hub.helpers.constants as cte
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from scripts.costs.configuration import Configuration
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from scripts.costs.constants import (SKIN_RETROFIT, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV,
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SYSTEM_RETROFIT_AND_PV, CURRENT_STATUS, PV)
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SYSTEM_RETROFIT_AND_PV, CURRENT_STATUS, PV, SYSTEM_RETROFIT)
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from scripts.costs.cost_base import CostBase
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@ -32,10 +32,12 @@ class CapitalCosts(CostBase):
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'B3010_opaque_roof',
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'B1010_superstructure',
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'D2010_photovoltaic_system',
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'D3020_heat_and_cooling_generating_systems',
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'D3040_distribution_systems',
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'D3050_other_hvac_ahu',
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'D3060_storage_systems',
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'D3020_simultaneous_heat_and_cooling_generating_systems',
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'D3030_heating_systems',
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'D3040_cooling_systems',
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'D3050_distribution_systems',
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'D3060_other_hvac_ahu',
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'D3070_storage_systems',
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'D40_dhw',
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],
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dtype='float'
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@ -45,10 +47,12 @@ class CapitalCosts(CostBase):
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self._yearly_capital_costs.loc[0, 'B3010_opaque_roof'] = 0
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self._yearly_capital_costs.loc[0, 'B1010_superstructure'] = 0
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self._yearly_capital_costs.loc[0, 'D2010_photovoltaic_system'] = 0
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self._yearly_capital_costs.loc[0, 'D3020_heat_and_cooling_generating_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3040_distribution_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3080_other_hvac_ahu'] = 0
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self._yearly_capital_costs.loc[0, 'D3060_storage_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3020_simultaneous_heat_and_cooling_generating_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3030_heating_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3040_cooling_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3050_distribution_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D3060_other_hvac_ahu'] = 0
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self._yearly_capital_costs.loc[0, 'D3070_storage_systems'] = 0
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self._yearly_capital_costs.loc[0, 'D40_dhw'] = 0
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self._yearly_capital_incomes = pd.DataFrame(
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@ -107,7 +111,7 @@ class CapitalCosts(CostBase):
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capital_cost_transparent = surface_transparent * chapter.item('B2020_transparent').refurbishment[0]
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capital_cost_roof = surface_roof * chapter.item('B3010_opaque_roof').refurbishment[0]
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capital_cost_ground = surface_ground * chapter.item('B1010_superstructure').refurbishment[0]
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if self._configuration.retrofit_scenario not in (SYSTEM_RETROFIT_AND_PV, CURRENT_STATUS, PV):
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if self._configuration.retrofit_scenario not in (SYSTEM_RETROFIT_AND_PV, CURRENT_STATUS, PV, SYSTEM_RETROFIT):
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self._yearly_capital_costs.loc[0, 'B2010_opaque_walls'] = capital_cost_opaque * self._own_capital
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self._yearly_capital_costs.loc[0, 'B2020_transparent'] = capital_cost_transparent * self._own_capital
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self._yearly_capital_costs.loc[0, 'B3010_opaque_roof'] = capital_cost_roof * self._own_capital
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@ -151,14 +155,20 @@ class CapitalCosts(CostBase):
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chapter = self._capital_costs_chapter.chapter('D_services')
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system_components, component_categories, component_sizes = self.system_components()
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capital_cost_heating_and_cooling_equipment = 0
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capital_cost_heating_equipment = 0
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capital_cost_cooling_equipment = 0
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capital_cost_domestic_hot_water_equipment = 0
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capital_cost_energy_storage_equipment = 0
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capital_cost_distribution_equipment = 0
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capital_cost_lighting = 0
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capital_cost_pv = self._surface_pv * chapter.item('D2010_photovoltaic_system').initial_investment[0]
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for (i, component) in enumerate(system_components):
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if component_categories[i] == 'generation':
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if component_categories[i] == 'multi_generation':
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capital_cost_heating_and_cooling_equipment += chapter.item(component).initial_investment[0] * component_sizes[i]
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elif component_categories[i] == 'heating':
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capital_cost_heating_equipment += chapter.item(component).initial_investment[0] * component_sizes[i]
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elif component_categories[i] == 'cooling':
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capital_cost_cooling_equipment += chapter.item(component).initial_investment[0] * component_sizes[i]
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elif component_categories[i] == 'dhw':
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capital_cost_domestic_hot_water_equipment += chapter.item(component).initial_investment[0] * \
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component_sizes[i]
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@ -170,19 +180,25 @@ class CapitalCosts(CostBase):
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if self._configuration.retrofit_scenario in (SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV, SYSTEM_RETROFIT_AND_PV, PV):
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self._yearly_capital_costs.loc[0, 'D2010_photovoltaic_system'] = capital_cost_pv
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if self._configuration.retrofit_scenario in (SYSTEM_RETROFIT_AND_PV, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV):
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self._yearly_capital_costs.loc[0, 'D3020_heat_and_cooling_generating_systems'] = (
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if (self._configuration.retrofit_scenario in
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(SYSTEM_RETROFIT_AND_PV, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV, SYSTEM_RETROFIT)):
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self._yearly_capital_costs.loc[0, 'D3020_simultaneous_heat_and_cooling_generating_systems'] = (
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capital_cost_heating_and_cooling_equipment * self._own_capital)
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self._yearly_capital_costs.loc[0, 'D3040_distribution_systems'] = (
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self._yearly_capital_costs.loc[0, 'D3030_heating_systems'] = (
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capital_cost_heating_equipment * self._own_capital)
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self._yearly_capital_costs.loc[0, 'D3040_cooling_systems'] = (
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capital_cost_cooling_equipment * self._own_capital)
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self._yearly_capital_costs.loc[0, 'D3050_distribution_systems'] = (
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capital_cost_distribution_equipment * self._own_capital)
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self._yearly_capital_costs.loc[0, 'D3060_storage_systems'] = (
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self._yearly_capital_costs.loc[0, 'D3070_storage_systems'] = (
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capital_cost_energy_storage_equipment * self._own_capital)
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self._yearly_capital_costs.loc[0, 'D40_dhw'] = (
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capital_cost_domestic_hot_water_equipment * self._own_capital)
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capital_cost_hvac = (capital_cost_heating_and_cooling_equipment + capital_cost_distribution_equipment +
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capital_cost_energy_storage_equipment + capital_cost_domestic_hot_water_equipment)
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return (capital_cost_pv, capital_cost_heating_and_cooling_equipment, capital_cost_distribution_equipment,
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capital_cost_energy_storage_equipment, capital_cost_domestic_hot_water_equipment, capital_cost_lighting, capital_cost_hvac)
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return (capital_cost_pv, capital_cost_heating_and_cooling_equipment, capital_cost_heating_equipment,
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capital_cost_distribution_equipment, capital_cost_cooling_equipment, capital_cost_energy_storage_equipment,
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capital_cost_domestic_hot_water_equipment, capital_cost_lighting, capital_cost_hvac)
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def yearly_energy_system_costs(self):
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chapter = self._capital_costs_chapter.chapter('D_services')
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@ -202,49 +218,79 @@ class CapitalCosts(CostBase):
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system_investment_costs[0] * self._configuration.percentage_credit
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)
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)
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self._yearly_capital_costs.loc[year, 'D3020_heat_and_cooling_generating_systems'] = (
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self._yearly_capital_costs.loc[year, 'D3020_simultaneous_heat_and_cooling_generating_systems'] = (
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-npf.pmt(
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self._configuration.interest_rate,
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self._configuration.credit_years,
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system_investment_costs[1] * self._configuration.percentage_credit
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)
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)
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self._yearly_capital_costs.loc[year, 'D3040_distribution_systems'] = (
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self._yearly_capital_costs.loc[year, 'D3030_heating_systems'] = (
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-npf.pmt(
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self._configuration.interest_rate,
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self._configuration.credit_years,
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system_investment_costs[2] * self._configuration.percentage_credit
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)
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)
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self._yearly_capital_costs.loc[year, 'D3060_storage_systems'] = (
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self._yearly_capital_costs.loc[year, 'D3040_cooling_systems'] = (
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-npf.pmt(
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self._configuration.interest_rate,
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self._configuration.credit_years,
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system_investment_costs[3] * self._configuration.percentage_credit
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)
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)
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self._yearly_capital_costs.loc[year, 'D40_dhw'] = (
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self._yearly_capital_costs.loc[year, 'D3050_distribution_systems'] = (
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-npf.pmt(
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self._configuration.interest_rate,
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self._configuration.credit_years,
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system_investment_costs[4] * self._configuration.percentage_credit
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)
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)
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self._yearly_capital_costs.loc[year, 'D3070_storage_systems'] = (
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-npf.pmt(
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self._configuration.interest_rate,
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self._configuration.credit_years,
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system_investment_costs[5] * self._configuration.percentage_credit
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)
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)
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self._yearly_capital_costs.loc[year, 'D40_dhw'] = (
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-npf.pmt(
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self._configuration.interest_rate,
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self._configuration.credit_years,
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system_investment_costs[6] * self._configuration.percentage_credit
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)
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)
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if self._configuration.retrofit_scenario not in (SKIN_RETROFIT, PV):
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for (i, component) in enumerate(system_components):
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if (year % chapter.item(component).lifetime) == 0 and year != (self._configuration.number_of_years - 1):
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if component_categories[i] == 'generation':
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reposition_cost_heating_and_cooling_equipment = chapter.item(component).reposition[0] * component_sizes[i] * costs_increase
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self._yearly_capital_costs.loc[year, 'D3020_heat_and_cooling_generating_systems'] += reposition_cost_heating_and_cooling_equipment
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if component_categories[i] == 'multi_generation':
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reposition_cost_heating_and_cooling_equipment = (chapter.item(component).reposition[0] *
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component_sizes[i] * costs_increase)
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self._yearly_capital_costs.loc[year, 'D3020_simultaneous_heat_and_cooling_generating_systems'] += (
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reposition_cost_heating_and_cooling_equipment)
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elif component_categories[i] == 'heating':
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reposition_cost_heating_equipment = (chapter.item(component).reposition[0] *
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component_sizes[i] * costs_increase)
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self._yearly_capital_costs.loc[year, 'D3030_heating_systems'] += (
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reposition_cost_heating_equipment)
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elif component_categories[i] == 'cooling':
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reposition_cost_cooling_equipment = (chapter.item(component).reposition[0] *
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component_sizes[i] * costs_increase)
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self._yearly_capital_costs.loc[year, 'D3040_cooling_systems'] += (
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reposition_cost_cooling_equipment)
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elif component_categories[i] == 'dhw':
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reposition_cost_domestic_hot_water_equipment = chapter.item(component).reposition[0] * component_sizes[i] * costs_increase
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reposition_cost_domestic_hot_water_equipment = (
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chapter.item(component).reposition[0] * component_sizes[i] * costs_increase)
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self._yearly_capital_costs.loc[year, 'D40_dhw'] += reposition_cost_domestic_hot_water_equipment
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elif component_categories[i] == 'distribution':
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reposition_cost_distribution_equipment = chapter.item(component).reposition[0] * component_sizes[i] * costs_increase
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self._yearly_capital_costs.loc[year, 'D3040_distribution_systems'] += reposition_cost_distribution_equipment
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reposition_cost_distribution_equipment = (
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chapter.item(component).reposition[0] * component_sizes[i] * costs_increase)
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self._yearly_capital_costs.loc[year, 'D3050_distribution_systems'] += (
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reposition_cost_distribution_equipment)
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else:
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reposition_cost_energy_storage_equipment = chapter.item(component).initial_investment[0] * component_sizes[i] * costs_increase
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self._yearly_capital_costs.loc[year, 'D3060_storage_systems'] += reposition_cost_energy_storage_equipment
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reposition_cost_energy_storage_equipment = (
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chapter.item(component).initial_investment[0] * component_sizes[i] * costs_increase)
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self._yearly_capital_costs.loc[year, 'D3070_storage_systems'] += reposition_cost_energy_storage_equipment
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if self._configuration.retrofit_scenario == CURRENT_STATUS and pv:
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if (year % chapter.item('D2010_photovoltaic_system').lifetime) == 0:
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self._yearly_capital_costs.loc[year, 'D2010_photovoltaic_system'] += (
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@ -280,8 +326,11 @@ class CapitalCosts(CostBase):
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system_components.append(self.boiler_type(generation_system))
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else:
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system_components.append('D302010_template_heat')
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elif cte.HEATING or cte.COOLING in demand_types:
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component_categories.append('generation')
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elif cte.HEATING in demand_types:
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if cte.COOLING in demand_types and generation_system.fuel_type == cte.ELECTRICITY:
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component_categories.append('multi_generation')
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else:
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component_categories.append('heating')
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sizes.append(installed_capacity)
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if generation_system.system_type == cte.HEAT_PUMP:
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item_type = self.heat_pump_type(generation_system)
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@ -290,11 +339,18 @@ class CapitalCosts(CostBase):
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item_type = self.boiler_type(generation_system)
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system_components.append(item_type)
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else:
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if cte.COOLING in demand_types and cte.HEATING not in demand_types:
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if cooling_capacity > heating_capacity:
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system_components.append('D302090_template_cooling')
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else:
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system_components.append('D302010_template_heat')
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elif cte.COOLING in demand_types:
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component_categories.append('cooling')
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sizes.append(installed_capacity)
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if generation_system.system_type == cte.HEAT_PUMP:
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item_type = self.heat_pump_type(generation_system)
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system_components.append(item_type)
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else:
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system_components.append('D302090_template_cooling')
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if generation_system.energy_storage_systems is not None:
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energy_storage_systems = generation_system.energy_storage_systems
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for storage_system in energy_storage_systems:
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@ -12,10 +12,12 @@ SKIN_RETROFIT = 1
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SYSTEM_RETROFIT_AND_PV = 2
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SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV = 3
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PV = 4
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SYSTEM_RETROFIT = 5
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RETROFITTING_SCENARIOS = [
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CURRENT_STATUS,
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SKIN_RETROFIT,
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SYSTEM_RETROFIT_AND_PV,
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SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV,
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PV
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PV,
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SYSTEM_RETROFIT
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]
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@ -93,10 +93,12 @@ class Cost:
|
|||
global_capital_costs['B1010_superstructure']
|
||||
)
|
||||
df_capital_costs_systems = (
|
||||
global_capital_costs['D3020_heat_and_cooling_generating_systems'] +
|
||||
global_capital_costs['D3040_distribution_systems'] +
|
||||
global_capital_costs['D3050_other_hvac_ahu'] +
|
||||
global_capital_costs['D3060_storage_systems'] +
|
||||
global_capital_costs['D3020_simultaneous_heat_and_cooling_generating_systems'] +
|
||||
global_capital_costs['D3030_heating_systems'] +
|
||||
global_capital_costs['D3040_cooling_systems'] +
|
||||
global_capital_costs['D3050_distribution_systems'] +
|
||||
global_capital_costs['D3060_other_hvac_ahu'] +
|
||||
global_capital_costs['D3070_storage_systems'] +
|
||||
global_capital_costs['D40_dhw'] +
|
||||
global_capital_costs['D2010_photovoltaic_system']
|
||||
)
|
||||
|
|
|
|||
|
|
@ -57,14 +57,15 @@ class TotalMaintenanceCosts(CostBase):
|
|||
for energy_system in energy_systems:
|
||||
if cte.COOLING in energy_system.demand_types:
|
||||
for generation_system in energy_system.generation_systems:
|
||||
if generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.AIR:
|
||||
cooling_equipments['air_source_heat_pump'] = generation_system.nominal_cooling_output / 1000
|
||||
elif generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.GROUND:
|
||||
cooling_equipments['ground_source_heat_pump'] = generation_system.nominal_cooling_output / 1000
|
||||
elif generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.WATER:
|
||||
cooling_equipments['water_source_heat_pump'] = generation_system.nominal_cooling_output / 1000
|
||||
else:
|
||||
cooling_equipments['general_cooling_equipment'] = generation_system.nominal_cooling_output / 1000
|
||||
if generation_system.fuel_type == cte.ELECTRICITY:
|
||||
if generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.AIR:
|
||||
cooling_equipments['air_source_heat_pump'] = generation_system.nominal_cooling_output / 1000
|
||||
elif generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.GROUND:
|
||||
cooling_equipments['ground_source_heat_pump'] = generation_system.nominal_cooling_output / 1000
|
||||
elif generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.WATER:
|
||||
cooling_equipments['water_source_heat_pump'] = generation_system.nominal_cooling_output / 1000
|
||||
else:
|
||||
cooling_equipments['general_cooling_equipment'] = generation_system.nominal_cooling_output / 1000
|
||||
if cte.HEATING in energy_system.demand_types:
|
||||
for generation_system in energy_system.generation_systems:
|
||||
if generation_system.system_type == cte.HEAT_PUMP and generation_system.source_medium == cte.AIR:
|
||||
|
|
|
|||
|
|
@ -29,9 +29,9 @@ residential_systems_percentage = {'system 1 gas': 100,
|
|||
'system 8 electricity': 0}
|
||||
|
||||
residential_new_systems_percentage = {'PV+ASHP+GasBoiler+TES': 0,
|
||||
'PV+4Pipe+DHW': 0,
|
||||
'Central Heating+Unitary Cooling+Unitary DHW': 50,
|
||||
'Central Heating+Unitary Cooling+Unitary DHW+PV': 50,
|
||||
'PV+4Pipe+DHW': 100,
|
||||
'Central Heating+Unitary Cooling+Unitary DHW': 0,
|
||||
'Central Heating+Unitary Cooling+Unitary DHW+PV': 0,
|
||||
'PV+ASHP+ElectricBoiler+TES': 0,
|
||||
'PV+GSHP+GasBoiler+TES': 0,
|
||||
'PV+GSHP+ElectricBoiler+TES': 0,
|
||||
|
|
|
|||
Loading…
Reference in New Issue
Block a user