workflow v2.0 using BuildingEnergyExportsFactory and without main, to be used with an API
This commit is contained in:
Pilar
parent
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commit
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4
cache/.gitignore
vendored
4
cache/.gitignore
vendored
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# Ignore everything in this directory
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*
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# Except this file
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!.gitignore
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@ -1,9 +0,0 @@
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# These values are intended as configurable assumptions
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# ToDo: these values need to be changed into configurable parameters
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# convective fluxes
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h_i = 10 # W/m2K
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h_e = 25 # W/m2K
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# windows' default values
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frame_ratio = 0
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import math
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import numpy as np
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class Geometry:
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def __init__(self, delta=0.5):
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self._delta = delta
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def almost_equal(self, v1, v2):
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delta = math.sqrt(pow((v1[0]-v2[0]), 2) + pow((v1[1]-v2[1]), 2) + pow((v1[2]-v2[2]), 2))
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return delta <= self._delta
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@staticmethod
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def to_points_matrix(points, remove_last=False):
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rows = points.size//3
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points = points.reshape(rows, 3)
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if remove_last:
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points = np.delete(points, rows-1, 0)
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return points
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class LibraryCodes(object):
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construction_code = {
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'Wall': '1',
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'Ground': '2',
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'Roof': '3',
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'interior wall': '5',
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'ground wall': '6',
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'attic floor': '7',
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'interior slab': '8'
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}
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def construction_types_to_code(self, construction_type):
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return self.construction_code[construction_type]
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130
main.py
130
main.py
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"""
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Monthly energy balance main
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SPDX - License - Identifier: LGPL - 3.0 - or -later
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Copyright © 2020 Project Author Pilar Monsalvete Álvarez de Uribarri pilar.monsalvete@concordia.ca
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"""
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import sys
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from pathlib import Path
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from argparse import ArgumentParser
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import ast
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import pandas as pd
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import datetime
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import helpers.constants as cte
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from helpers import monthly_values as mv
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from simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm
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from imports.geometry_factory import GeometryFactory
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from imports.weather_factory import WeatherFactory
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from imports.construction_factory import ConstructionFactory
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from imports.usage_factory import UsageFactory
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from exports.energy_building_exports_factory import EnergyBuildingsExportsFactory
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from insel.monthly_demand_calculation import MonthlyDemandCalculation
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parser = ArgumentParser(description='Monthly energy balance workflow v1.0.')
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required = parser.add_argument_group('required arguments')
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parser.add_argument('--geometry_type', '-g', help='Geometry type {citygml}', default='citygml')
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required.add_argument('--input_geometry_file', '-i', help='Input geometry file', required=True)
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parser.add_argument('--use_cached_sra_file', '-u', help='Use sra files from cache, instead of freshly calculated sra '
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'files', default=False)
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required.add_argument('--project_folder', '-f', help='Project folder', required=True)
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required.add_argument('--weather_file_name', '-w', help='Weather file', required=True)
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required.add_argument('--climate_reference_city', '-c', help='Closest city with climate weather', required=True)
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try:
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args = parser.parse_args()
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except SystemExit:
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sys.exit()
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keep_files = True
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print('begin_time', datetime.datetime.now())
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# Step 1: Initialize the city model
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file = Path(args.input_geometry_file).resolve()
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city = GeometryFactory(args.geometry_type, file).city
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for building in city.buildings:
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volume = building.volume
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if str(volume) == 'inf':
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sys.stderr.write(f'Building {building.name} has geometry errors. It has been removed from the city\n')
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city.remove_city_object(building)
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print('begin_populating_time', datetime.datetime.now())
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# Step 2: Populate city adding thermal- and usage-related parameters
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for building in city.buildings:
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building.year_of_construction = 2006
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if building.function is None:
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building.function = 'large office'
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building.attic_heated = 0
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building.basement_heated = 1
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ConstructionFactory('nrel', city).enrich()
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UsageFactory('comnet', city).enrich()
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print('begin_weather_time', datetime.datetime.now())
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# Step 3: Populate city adding climate-related parameters
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weather_format = 'epw'
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city.climate_reference_city = args.climate_reference_city
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tmp_path = (Path(args.project_folder) / 'tmp').resolve()
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city.climate_file = (tmp_path / f'{args.climate_reference_city}.cli').resolve()
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WeatherFactory(weather_format, city, file_name=args.weather_file_name).enrich()
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for building in city.buildings:
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if cte.HOUR not in building.external_temperature:
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print('No external temperature found')
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sys.exit()
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if cte.MONTH not in building.external_temperature:
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building.external_temperature[cte.MONTH] = mv.MonthlyValues().\
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get_mean_values(building.external_temperature[cte.HOUR][[weather_format]])
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max_buildings_handled_by_sra = 500
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sra = SimplifiedRadiosityAlgorithm(city, Path(args.project_folder).resolve(), args.weather_file_name)
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if ast.literal_eval(args.use_cached_sra_file):
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sra.set_irradiance_surfaces(city)
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else:
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total_number_of_buildings = len(city.buildings)
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if total_number_of_buildings > max_buildings_handled_by_sra:
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radius = 80
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for building in city.buildings:
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new_city = city.region(building.centroid, radius)
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sra_new = SimplifiedRadiosityAlgorithm(new_city, Path(args.project_folder).resolve(), args.weather_file_name)
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sra_new.call_sra(weather_format, keep_files=True)
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sra_new.set_irradiance_surfaces(city, building_name=building.name)
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else:
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sra.call_sra(weather_format, keep_files=keep_files)
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sra.set_irradiance_surfaces(city)
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print('begin_insel_time', datetime.datetime.now())
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# Step 5: Demand calculation calling INSEL
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EnergyBuildingsExportsFactory('insel_monthly_energy_balance', city, tmp_path).export()
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insel = MonthlyDemandCalculation(city, tmp_path, weather_format)
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insel.run()
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insel.results()
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print('begin_write_results_time', datetime.datetime.now())
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# Step 6: Print results
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print_results = None
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file = 'city name: ' + city.name + '\n'
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for building in city.buildings:
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insel_file_name = building.name + '.insel'
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heating_results = building.heating[cte.MONTH].rename(columns={'INSEL': f'{building.name} heating Wh'})
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cooling_results = building.cooling[cte.MONTH].rename(columns={'INSEL': f'{building.name} cooling Wh'})
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if print_results is None:
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print_results = heating_results
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else:
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print_results = pd.concat([print_results, heating_results], axis='columns')
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print_results = pd.concat([print_results, cooling_results], axis='columns')
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file += '\n'
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file += 'name: ' + building.name + '\n'
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file += 'year of construction: ' + str(building.year_of_construction) + '\n'
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file += 'function: ' + building.function + '\n'
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file += 'floor area: ' + str(building.internal_zones[0].area) + '\n'
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file += 'storeys: ' + str(building.storeys_above_ground) + '\n'
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file += 'heated_volume: ' + str(building.volume) + '\n'
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file += 'volume: ' + str(building.volume) + '\n'
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full_path_results = Path(args.project_folder + '/outputs/demand.csv').resolve()
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print_results.to_csv(full_path_results)
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full_path_metadata = Path(args.project_folder + '/outputs/metadata.csv').resolve()
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with open(full_path_metadata, 'w') as metadata_file:
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metadata_file.write(file)
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print('end_time', datetime.datetime.now())
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93
monthly_energy_balance.py
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93
monthly_energy_balance.py
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"""
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InselMonthlyEnergyBalance exports models to insel format
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SPDX - License - Identifier: LGPL - 3.0 - or -later
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Copyright © 2022 Concordia CERC group
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Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
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"""
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from pathlib import Path
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import pandas as pd
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import helpers.constants as cte
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from helpers.monthly_values import MonthlyValues
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from exports.energy_building_exports_factory import EnergyBuildingsExportsFactory
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from insel.monthly_demand_calculation import MonthlyDemandCalculation
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class MonthlyEnergyBalance:
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def __init__(self, city, path, attic_heated_case, basement_heated_case, weather_format):
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self._city = city
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print(path)
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self._path = path
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self._weather_format = weather_format
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for building in self._city.buildings:
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building.attic_heated = attic_heated_case
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building.basement_heated = basement_heated_case
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self.sanity_check()
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self.workflow()
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def sanity_check(self):
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levels_of_detail = self._city.level_of_detail
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if levels_of_detail.geometry is None:
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raise Exception(f'Level of detail of geometry not assigned')
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if levels_of_detail.geometry < 1:
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raise Exception(f'Level of detail of geometry = {levels_of_detail.geometry}. Required minimum level 1')
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if levels_of_detail.construction is None:
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raise Exception(f'Level of detail of construction not assigned')
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if levels_of_detail.construction < 1:
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raise Exception(f'Level of detail of construction = {levels_of_detail.construction}. Required minimum level 1')
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if levels_of_detail.usage is None:
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raise Exception(f'Level of detail of usage not assigned')
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if levels_of_detail.usage < 1:
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raise Exception(f'Level of detail of usage = {levels_of_detail.usage}. Required minimum level 1')
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for building in self._city.buildings:
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if cte.HOUR not in building.external_temperature:
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raise Exception(f'Building {building.name} does not have external temperature assigned')
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for surface in building.surfaces:
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if surface.type != cte.GROUND:
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if cte.HOUR not in surface.global_irradiance:
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raise Exception(f'Building {building.name} does not have global irradiance on surfaces assigned')
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def workflow(self):
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for building in self._city.buildings:
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if cte.MONTH not in building.external_temperature:
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building.external_temperature[cte.MONTH] = MonthlyValues(). \
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get_mean_values(building.external_temperature[cte.HOUR][[self._weather_format]])
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for surface in building.surfaces:
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if surface.type != cte.GROUND:
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if cte.MONTH not in surface.global_irradiance:
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surface.global_irradiance[cte.MONTH] = MonthlyValues().get_total_month(surface.global_irradiance[cte.HOUR])
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tmp_path = (Path(__file__).parent / 'tmp').resolve()
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EnergyBuildingsExportsFactory('insel_monthly_energy_balance', self._city, tmp_path).export()
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insel = MonthlyDemandCalculation(self._city, tmp_path, self._weather_format)
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insel.run()
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insel.results()
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self._print_results()
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def _print_results(self):
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print_results = None
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file = 'city name: ' + self._city.name + '\n'
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for building in self._city.buildings:
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heating_results = building.heating[cte.MONTH].rename(columns={'INSEL': f'{building.name} heating Wh'})
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cooling_results = building.cooling[cte.MONTH].rename(columns={'INSEL': f'{building.name} cooling Wh'})
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if print_results is None:
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print_results = heating_results
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else:
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print_results = pd.concat([print_results, heating_results], axis='columns')
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print_results = pd.concat([print_results, cooling_results], axis='columns')
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file += '\n'
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file += 'name: ' + building.name + '\n'
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file += 'year of construction: ' + str(building.year_of_construction) + '\n'
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file += 'function: ' + building.function + '\n'
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file += 'floor area: ' + str(building.internal_zones[0].area) + '\n'
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file += 'storeys: ' + str(building.storeys_above_ground) + '\n'
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file += 'heated_volume: ' + str(0.85 * building.volume) + '\n'
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file += 'volume: ' + str(building.volume) + '\n'
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full_path_results = Path(self._path / 'demand.csv').resolve()
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print_results.to_csv(full_path_results)
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full_path_metadata = Path(self._path / 'metadata.csv').resolve()
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with open(full_path_metadata, 'w') as metadata_file:
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metadata_file.write(file)
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4
outputs/.gitignore
vendored
4
outputs/.gitignore
vendored
@ -1,4 +0,0 @@
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# Ignore everything in this directory
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*
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# Except this file
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!.gitignore
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File diff suppressed because it is too large
Load Diff
@ -1,626 +0,0 @@
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<?xml version="1.0" encoding="utf-8"?>
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<CityModel>
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<name>Gowanus 2050 Best Practice Scenario</name>
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<boundedBy>
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<Envelope srsName="EPSG:32118" srsDimension="3" xmlns:brid="http://www.opengis.net/citygml/bridge/2.0" xmlns:tran="http://www.opengis.net/citygml/transportation/2.0" xmlns:frn="http://www.opengis.net/citygml/cityfurniture/2.0" xmlns:wtr="http://www.opengis.net/citygml/waterbody/2.0" xmlns:sch="http://www.ascc.net/xml/schematron" xmlns:veg="http://www.opengis.net/citygml/vegetation/2.0" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:tun="http://www.opengis.net/citygml/tunnel/2.0" xmlns:tex="http://www.opengis.net/citygml/texturedsurface/2.0" xmlns:gml="http://www.opengis.net/gml" xmlns:gen="http://www.opengis.net/citygml/generics/2.0" xmlns:dem="http://www.opengis.net/citygml/relief/2.0" xmlns:app="http://www.opengis.net/citygml/appearance/2.0" xmlns:luse="http://www.opengis.net/citygml/landuse/2.0" xmlns:xAL="urn:oasis:names:tc:ciq:xsdschema:xAL:2.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns:smil20lang="http://www.w3.org/2001/SMIL20/Language" xmlns:pbase="http://www.opengis.net/citygml/profiles/base/2.0" xmlns:smil20="http://www.w3.org/2001/SMIL20/" xmlns:bldg="http://www.opengis.net/citygml/building/2.0" xmlns:core="http://www.opengis.net/citygml/2.0" xmlns:grp="http://www.opengis.net/citygml/cityobjectgroup/2.0">
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<lowerCorner>299606.4441129853 55348.37638737355 0</lowerCorner>
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<upperCorner>301879.9050504853 57594.05119206105 62.04879541695123</upperCorner>
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</Envelope>
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</boundedBy>
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<cityObjectMember>
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<Building id="GBP__169">
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<stringAttribute name="PLUTO_year_built">
|
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<value>1965</value>
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</stringAttribute>
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||||
<stringAttribute name="PLUTO_building_class">
|
||||
<value>I1</value>
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</stringAttribute>
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<lod1Solid>
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||||
<Solid srsName="EPSG:32118" srsDimension="3">
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||||
<exterior>
|
||||
<CompositeSurface>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
|
||||
<posList>301010.4314176728 57301.3749225298 10.786276534199727 301004.1125700165 57288.87345768605 10.786276534199727 301024.4275114228 57311.0624225298 10.786276534199727 301010.4314176728 57301.3749225298 10.786276534199727</posList>
|
||||
</LinearRing>
|
||||
</exterior>
|
||||
</Polygon>
|
||||
</surfaceMember>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
|
||||
<posList>301014.183859079 57308.78849674855 10.786276534199727 301010.4314176728 57301.3749225298 10.786276534199727 301024.4275114228 57311.0624225298 10.786276534199727 301014.183859079 57308.78849674855 10.786276534199727</posList>
|
||||
</LinearRing>
|
||||
</exterior>
|
||||
</Polygon>
|
||||
</surfaceMember>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
|
||||
<posList>301004.1125700165 57288.87345768605 10.786276534199727 300992.0398161103 57285.56779362355 10.786276534199727 301000.3254606415 57281.3758990923 10.786276534199727 301004.1125700165 57288.87345768605 10.786276534199727</posList>
|
||||
</LinearRing>
|
||||
</exterior>
|
||||
</Polygon>
|
||||
</surfaceMember>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
|
||||
<posList>301024.4275114228 57311.0624225298 10.786276534199727 301004.1125700165 57288.87345768605 10.786276534199727 301004.5266325165 57271.70548893605 10.786276534199727 301024.4275114228 57311.0624225298 10.786276534199727</posList>
|
||||
</LinearRing>
|
||||
</exterior>
|
||||
</Polygon>
|
||||
</surfaceMember>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
|
||||
<posList>301000.3254606415 57281.3758990923 10.786276534199727 300997.2820036103 57275.3758990923 10.786276534199727 301004.5266325165 57271.70548893605 10.786276534199727 301000.3254606415 57281.3758990923 10.786276534199727</posList>
|
||||
</LinearRing>
|
||||
</exterior>
|
||||
</Polygon>
|
||||
</surfaceMember>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
|
||||
<posList>301004.1125700165 57288.87345768605 10.786276534199727 301000.3254606415 57281.3758990923 10.786276534199727 301004.5266325165 57271.70548893605 10.786276534199727 301004.1125700165 57288.87345768605 10.786276534199727</posList>
|
||||
</LinearRing>
|
||||
</exterior>
|
||||
</Polygon>
|
||||
</surfaceMember>
|
||||
<surfaceMember>
|
||||
<Polygon>
|
||||
<exterior>
|
||||
<LinearRing>
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<bldg:boundedBy>
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</bldg:lod2MultiSurface>
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</bldg:WallSurface>
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</bldg:boundedBy>
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<bldg:boundedBy>
|
||||
<bldg:GroundSurface gml:id="UUID_90d0900f-e5d3-40c6-97cd-c67095888e89">
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<bldg:lod2MultiSurface>
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</bldg:lod2MultiSurface>
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</bldg:GroundSurface>
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</bldg:boundedBy>
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<bldg:boundedBy>
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</gml:LinearRing>
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||||
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|
||||
</gml:surfaceMember>
|
||||
</gml:MultiSurface>
|
||||
</bldg:lod2MultiSurface>
|
||||
</bldg:RoofSurface>
|
||||
</bldg:boundedBy>
|
||||
</bldg:Building>
|
||||
</core:cityObjectMember>
|
||||
</core:CityModel>
|
||||
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
File diff suppressed because it is too large
Load Diff
104
unittests/test_monthly_energy_balance_workflow.py
Normal file
104
unittests/test_monthly_energy_balance_workflow.py
Normal file
@ -0,0 +1,104 @@
|
||||
"""
|
||||
TestMonthlyEnergyBalanceWorkflow test
|
||||
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 pathlib import Path
|
||||
from unittest import TestCase
|
||||
import pandas as pd
|
||||
import helpers.constants as cte
|
||||
from helpers.monthly_values import MonthlyValues
|
||||
from imports.geometry_factory import GeometryFactory
|
||||
from imports.construction_factory import ConstructionFactory
|
||||
from imports.usage_factory import UsageFactory
|
||||
from imports.weather_factory import WeatherFactory
|
||||
from monthly_energy_balance import MonthlyEnergyBalance
|
||||
|
||||
|
||||
class TestMonthlyEnergyBalanceWorkflow(TestCase):
|
||||
"""
|
||||
TestMonthlyEnergyBalanceWorkflow class
|
||||
"""
|
||||
def setUp(self) -> None:
|
||||
"""
|
||||
Test setup
|
||||
:return: None
|
||||
"""
|
||||
self._city = None
|
||||
self._complete_city = None
|
||||
self._example_path = (Path(__file__).parent / 'tests_data').resolve()
|
||||
self._output_path = (Path(__file__).parent / 'tests_outputs').resolve()
|
||||
|
||||
def _get_citygml(self, file):
|
||||
file_path = (self._example_path / file).resolve()
|
||||
self._city = GeometryFactory('citygml', path=file_path).city
|
||||
self.assertIsNotNone(self._city, 'city is none')
|
||||
return self._city
|
||||
|
||||
@property
|
||||
def _read_sra_file(self) -> []:
|
||||
path = (self._example_path / "one_building_in_kelowna_sra_SW.out").resolve()
|
||||
_results = pd.read_csv(path, sep='\s+', header=0)
|
||||
id_building = ''
|
||||
header_building = []
|
||||
_radiation = []
|
||||
for column in _results.columns.values:
|
||||
if id_building != column.split(':')[1]:
|
||||
id_building = column.split(':')[1]
|
||||
if len(header_building) > 0:
|
||||
_radiation.append(pd.concat([MonthlyValues().month_hour, _results[header_building]], axis=1))
|
||||
header_building = [column]
|
||||
else:
|
||||
header_building.append(column)
|
||||
_radiation.append(pd.concat([MonthlyValues().month_hour, _results[header_building]], axis=1))
|
||||
return _radiation
|
||||
|
||||
def _set_irradiance_surfaces(self, city, irradiance_format):
|
||||
"""
|
||||
saves in building surfaces the correspondent irradiance at different time-scales depending on the mode
|
||||
if building is None, it saves all buildings' surfaces in file, if building is specified, it saves only that
|
||||
specific building values
|
||||
:parameter city: city
|
||||
:return: none
|
||||
"""
|
||||
for radiation in self._read_sra_file:
|
||||
city_object_name = radiation.columns.values.tolist()[1].split(':')[1]
|
||||
building = city.city_object(city_object_name)
|
||||
for column in radiation.columns.values:
|
||||
if column == cte.MONTH:
|
||||
continue
|
||||
header_id = column
|
||||
surface_id = header_id.split(':')[2]
|
||||
surface = building.surface_by_id(surface_id)
|
||||
new_value = pd.DataFrame(radiation[[header_id]].to_numpy(), columns=[irradiance_format])
|
||||
surface.global_irradiance[cte.HOUR] = new_value
|
||||
|
||||
def _enrich_city(self, city, weather_file, weather_format, irradiance_format, construction_format, usage_format):
|
||||
WeatherFactory(weather_format, city, file_name=weather_file).enrich()
|
||||
self._set_irradiance_surfaces(city, irradiance_format)
|
||||
|
||||
for building in city.buildings:
|
||||
building.year_of_construction = 2006
|
||||
if building.function is None:
|
||||
building.function = cte.LARGE_OFFICE
|
||||
|
||||
ConstructionFactory(construction_format, city).enrich()
|
||||
UsageFactory(usage_format, city).enrich()
|
||||
|
||||
def test_workflow(self):
|
||||
outputs_path = (Path(__file__).parent / 'tests_outputs').resolve()
|
||||
|
||||
gml_file = 'one_building_in_kelowna.gml'
|
||||
city = self._get_citygml(gml_file)
|
||||
|
||||
weather_file = 'CAN_PQ_Montreal.Intl.AP.716270_CWEC.epw'
|
||||
weather_format = 'epw'
|
||||
irradiance_format = 'sra'
|
||||
construction_format = 'nrel'
|
||||
usage_format = 'comnet'
|
||||
attic_heated_case = 0
|
||||
basement_heated_case = 0
|
||||
self._enrich_city(city, weather_file, weather_format, irradiance_format, construction_format, usage_format)
|
||||
MonthlyEnergyBalance(city, outputs_path, attic_heated_case, basement_heated_case, weather_format)
|
||||
Loading…
Reference in New Issue
Block a user