feat: add lachine demand analysis

enrich_demand.py

@@ -0,0 +1,55 @@
+import pandas as pd
+import calendar
+
+
+def enrich(city):
+  """
+  Enrich the city by using the heating and cooling demand data from Excel files.
+  """
+
+
+  # Read the heating and cooling Excel files
+  heating_df = pd.read_excel('./input_files/heating.xlsx')
+  cooling_df = pd.read_excel('./input_files/cooling.xlsx')
+
+  # Ensure that the data frames have the same number of buildings as city.buildings
+  assert len(heating_df) == len(city.buildings), "Mismatch in number of buildings in heating data."
+  assert len(cooling_df) == len(city.buildings), "Mismatch in number of buildings in cooling data."
+
+  # Helper function to compute monthly totals
+  def get_monthly_totals(hourly_values):
+    monthly_totals = []
+    hour_index = 0
+    for month in range(1, 13):
+      days_in_month = calendar.monthrange(2023, month)[1]
+      hours_in_month = days_in_month * 24
+      monthly_total = sum(hourly_values[hour_index:hour_index + hours_in_month])
+      monthly_totals.append(monthly_total)
+      hour_index += hours_in_month
+    return monthly_totals
+
+  # Iterate over buildings and data frames
+  for idx, (building, heating_row, cooling_row) in enumerate(
+      zip(city.buildings, heating_df.itertuples(index=False), cooling_df.itertuples(index=False))):
+    # Skip the 'building' column (assuming it's the first column)
+    heating_demand_hourly = list(heating_row)[1:]  # Exclude the 'building' column
+    cooling_demand_hourly = list(cooling_row)[1:]  # Exclude the 'building' column
+
+    # Convert demands to Joules (1 kWh = 3.6e6 J)
+    heating_demand_hourly_joules = [value * 3.6e6 for value in heating_demand_hourly]
+    cooling_demand_hourly_joules = [value * 3.6e6 for value in cooling_demand_hourly]
+
+    # Store the demands in the building object
+    building.heating_demand = {}
+    building.cooling_demand = {}
+
+    building.heating_demand['hour'] = heating_demand_hourly_joules
+    building.cooling_demand['hour'] = cooling_demand_hourly_joules
+
+    # Compute monthly demands
+    building.heating_demand['month'] = get_monthly_totals(heating_demand_hourly_joules)
+    building.cooling_demand['month'] = get_monthly_totals(cooling_demand_hourly_joules)
+
+    # Compute yearly demands
+    building.heating_demand['year'] = [sum(building.heating_demand['month'])]
+    building.cooling_demand['year'] = [sum(building.cooling_demand['month'])]

lachine_development.py

@@ -1,25 +1,12 @@
 from pathlib import Path
-import subprocess
 from building_modelling.ep_run_enrich import energy_plus_workflow
-from energy_system_modelling_package.energy_system_modelling_factories.montreal_energy_system_archetype_modelling_factory import \
-  MontrealEnergySystemArchetypesSimulationFactory
-from energy_system_modelling_package.energy_system_modelling_factories.pv_assessment.pv_feasibility import \
-  pv_feasibility
 from hub.imports.geometry_factory import GeometryFactory
 from hub.helpers.dictionaries import Dictionaries
 from hub.imports.construction_factory import ConstructionFactory
 from hub.imports.usage_factory import UsageFactory
 from hub.imports.weather_factory import WeatherFactory
-from hub.imports.results_factory import ResultFactory
-from energy_system_modelling_package.energy_system_retrofit.energy_system_retrofit_report import EnergySystemRetrofitReport
-from building_modelling.geojson_creator import process_geojson
-from energy_system_modelling_package import random_assignation
-from hub.imports.energy_systems_factory import EnergySystemsFactory
-from energy_system_modelling_package.energy_system_modelling_factories.energy_system_sizing_factory import EnergySystemsSizingFactory
-from energy_system_modelling_package.energy_system_retrofit.energy_system_retrofit_results import consumption_data, cost_data
-from costing_package.cost import Cost
-from costing_package.constants import SYSTEM_RETROFIT_AND_PV, CURRENT_STATUS
-from hub.exports.exports_factory import ExportsFactory
+from enrich_demand import enrich
+import pandas as pd
 
 # Directory management
 input_files_path = (Path(__file__).parent / 'input_files')
@@ -34,21 +21,131 @@ simulation_results_path.mkdir(parents=True, exist_ok=True)
 sra_output_path = output_path / 'sra_outputs'
 sra_output_path.mkdir(parents=True, exist_ok=True)
 cost_analysis_output_path = output_path / 'cost_analysis'
-cost_analysis_output_path.mkdir(parents=True, exist_ok=True)
+cost_analysis_output_path.mkdir(parents=True, exist_ok=True)])
+lachine_output_path = output_path / 'lachine_outputs'
 
-# Create City from HUB
-city = GeometryFactory(file_type='geojson',
-                       path=geojson_file_path,
-                       height_field='maximum_roof_height',
-                       year_of_construction_field='year_built',
-                       function_field='building_type',
-                       function_to_hub=Dictionaries().montreal_function_to_hub_function).city
-ConstructionFactory('nrcan', city).enrich()
-UsageFactory('nrcan', city).enrich()
-WeatherFactory('epw', city).enrich()
-ExportsFactory('sra', city, sra_output_path).export()
-sra_path = (sra_output_path / f'{city.name}_sra.xml').resolve()
-subprocess.run(['sra', str(sra_path)])
-ResultFactory('sra', city, sra_output_path).enrich()
+# Create City from HUB to run EP_Workflow
+city_ep_workflow = GeometryFactory(
+  file_type='geojson',
+  path=geojson_file_path,
+  height_field='maximum_roof_height',
+  year_of_construction_field='year_built',
+  function_field='building_type',
+  function_to_hub=Dictionaries().montreal_function_to_hub_function
+).city
 
-energy_plus_workflow(city, energy_plus_output_path)
+ConstructionFactory('nrcan', city_ep_workflow).enrich()
+UsageFactory('nrcan', city_ep_workflow).enrich()
+WeatherFactory('epw', city_ep_workflow).enrich()
+energy_plus_workflow(city_ep_workflow, energy_plus_output_path)
+
+# Create City from HUB to use Grasshopper results
+city_grasshopper = GeometryFactory(
+  file_type='geojson',
+  path=geojson_file_path,
+  height_field='maximum_roof_height',
+  year_of_construction_field='year_built',
+  function_field='building_type',
+  function_to_hub=Dictionaries().montreal_function_to_hub_function
+).city
+
+ConstructionFactory('nrcan', city_grasshopper).enrich()
+UsageFactory('nrcan', city_grasshopper).enrich()
+WeatherFactory('epw', city_grasshopper).enrich()
+
+enrich(city_grasshopper)
+
+# Collect data from city_ep_workflow
+ep_building_data = []
+
+for building in city_ep_workflow.buildings:
+    building_name = building.name
+
+    # Get total floor area
+    total_floor_area = 0
+    for zone in building.thermal_zones_from_internal_zones:
+        total_floor_area += zone.total_floor_area  # Assuming area is in m^2
+
+    # Get yearly heating demand in Joules
+    yearly_heating_demand_J = building.heating_demand['year'][0]  # Should be a single value
+    # Convert to kWh
+    yearly_heating_demand_kWh = yearly_heating_demand_J / 3.6e6
+    # Compute heating demand intensity (kWh/m²)
+    heating_demand_intensity = yearly_heating_demand_kWh / total_floor_area if total_floor_area > 0 else 0
+
+    # Get yearly cooling demand in Joules
+    yearly_cooling_demand_J = building.cooling_demand['year'][0]  # Should be a single value
+    # Convert to kWh
+    yearly_cooling_demand_kWh = yearly_cooling_demand_J / 3.6e6
+    # Compute cooling demand intensity (kWh/m²)
+    cooling_demand_intensity = yearly_cooling_demand_kWh / total_floor_area if total_floor_area > 0 else 0
+
+    # Append data to list
+    ep_building_data.append({
+        'Building Name': building_name,
+        'Yearly Heating Demand EP (kWh)': yearly_heating_demand_kWh,
+        'Demand Intensity Heating EP (kWh/m²)': heating_demand_intensity,
+        'Yearly Cooling Demand EP (kWh)': yearly_cooling_demand_kWh,
+        'Demand Intensity Cooling EP (kWh/m²)': cooling_demand_intensity,
+        'Total Floor Area (m²)': total_floor_area
+    })
+
+# Collect data from city_grasshopper
+grasshopper_building_data = []
+
+for building in city_grasshopper.buildings:
+    building_name = building.name
+
+    # Get total floor area
+    total_floor_area = 0
+    for zone in building.thermal_zones_from_internal_zones:
+        total_floor_area += zone.total_floor_area  # Assuming area is in m^2
+
+    # Get yearly heating demand in Joules
+    yearly_heating_demand_J = building.heating_demand['year'][0]  # Should be a single value
+    # Convert to kWh
+    yearly_heating_demand_kWh = yearly_heating_demand_J / 3.6e6
+    # Compute heating demand intensity (kWh/m²)
+    heating_demand_intensity = yearly_heating_demand_kWh / total_floor_area if total_floor_area > 0 else 0
+
+    # Get yearly cooling demand in Joules
+    yearly_cooling_demand_J = building.cooling_demand['year'][0]  # Should be a single value
+    # Convert to kWh
+    yearly_cooling_demand_kWh = yearly_cooling_demand_J / 3.6e6
+    # Compute cooling demand intensity (kWh/m²)
+    cooling_demand_intensity = yearly_cooling_demand_kWh / total_floor_area if total_floor_area > 0 else 0
+
+    # Append data to list
+    grasshopper_building_data.append({
+        'Building Name': building_name,
+        'Yearly Heating Demand Grasshopper (kWh)': yearly_heating_demand_kWh,
+        'Demand Intensity Heating Grasshopper (kWh/m²)': heating_demand_intensity,
+        'Yearly Cooling Demand Grasshopper (kWh)': yearly_cooling_demand_kWh,
+        'Demand Intensity Cooling Grasshopper (kWh/m²)': cooling_demand_intensity
+    })
+
+# Create DataFrames
+ep_df = pd.DataFrame(ep_building_data)
+grasshopper_df = pd.DataFrame(grasshopper_building_data)
+
+# Merge DataFrames on 'Building Name' and 'Total Floor Area (m²)'
+# Since Total Floor Area should be the same for both, we can use it from ep_df
+merged_df = pd.merge(ep_df, grasshopper_df, on='Building Name')
+
+# Rearrange columns if needed
+merged_df = merged_df[[
+    'Building Name',
+    'Yearly Heating Demand EP (kWh)',
+    'Demand Intensity Heating EP (kWh/m²)',
+    'Yearly Cooling Demand EP (kWh)',
+    'Demand Intensity Cooling EP (kWh/m²)',
+    'Yearly Heating Demand Grasshopper (kWh)',
+    'Demand Intensity Heating Grasshopper (kWh/m²)',
+    'Yearly Cooling Demand Grasshopper (kWh)',
+    'Demand Intensity Cooling Grasshopper (kWh/m²)',
+    'Total Floor Area (m²)'
+]]
+
+# Write to Excel
+output_excel_path = lachine_output_path / 'building_heating_cooling_demands.xlsx'
+merged_df.to_excel(output_excel_path, index=False)

out_files/energy_plus_outputs/Cote-Saint-Luc_out.audit

@@ -1,41 +1,41 @@
   Processing Schedule Input -- Start
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 33-commercial_67-warehouse.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 33-commercial_67-warehouse.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 33-commercial_67-warehouse.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 16-commercial_84-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 16-commercial_84-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 16-commercial_84-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 25-commercial_75-warehouse.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 25-commercial_75-warehouse.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 25-commercial_75-warehouse.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 22-commercial_78-warehouse.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 22-commercial_78-warehouse.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 22-commercial_78-warehouse.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 100-warehouse.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 100-warehouse.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 100-warehouse.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 15-commercial_46-warehouse_39-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 15-commercial_46-warehouse_39-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 15-commercial_46-warehouse_39-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 71-warehouse_29-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 71-warehouse_29-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 71-warehouse_29-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 75-warehouse_25-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 75-warehouse_25-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 75-warehouse_25-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 100-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 100-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 100-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 100-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 100-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 100-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 15-commercial_85-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 15-commercial_85-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 15-commercial_85-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 21-commercial_79-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 21-commercial_79-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 21-commercial_79-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 9-commercial_91-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 9-commercial_91-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 9-commercial_91-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 33-commercial_33-warehouse_33-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 33-commercial_33-warehouse_33-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 33-commercial_33-warehouse_33-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 8-commercial_92-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 8-commercial_92-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 8-commercial_92-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 6-commercial_94-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 6-commercial_94-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 6-commercial_94-residential.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 67-warehouse_33-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 67-warehouse_33-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 67-warehouse_33-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 50-warehouse_50-office and administration.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 50-warehouse_50-office and administration.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 50-warehouse_50-office and administration.csv
-not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmpwga_02mw\cold_temp schedules 18-commercial_82-residential.csv
+not found (Current Working Directory)=C:\Users\ab_reza\AppData\Local\Temp\tmp7ivpaqop\cold_temp schedules 18-commercial_82-residential.csv
 found (IDF Directory)=C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\cold_temp schedules 18-commercial_82-residential.csv
   Processing Schedule Input -- Complete
  MonthlyInputCount=           2

out_files/energy_plus_outputs/Cote-Saint-Luc_out.bnd

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35
+Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17
 ! This file shows details about the branches, nodes, and other
 ! elements of the flow connections.
 ! This file is intended for use in "debugging" potential problems

out_files/energy_plus_outputs/Cote-Saint-Luc_out.eio

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35
+Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17
 ! <Version>, Version ID
  Version, 23.2
 ! <Timesteps per Hour>, #TimeSteps, Minutes per TimeStep {minutes}

out_files/energy_plus_outputs/Cote-Saint-Luc_out.end

@@ -1 +1 @@
-EnergyPlus Completed Successfully-- 160 Warning; 0 Severe Errors; Elapsed Time=00hr 02min 16.02sec
+EnergyPlus Completed Successfully-- 160 Warning; 0 Severe Errors; Elapsed Time=00hr 01min 37.44sec

out_files/energy_plus_outputs/Cote-Saint-Luc_out.err

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35,
+Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17,
    ** Warning ** GetHTSurfaceData: Surfaces with interface to Ground found but no "Ground Temperatures" were input.
    **   ~~~   ** Found first in surface=BUILDING_BUILDING10A_SURFACE_0
    **   ~~~   ** Defaults, constant throughout the year of (18.0) will be used.
@@ -428,4 +428,4 @@ Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35,
    *************
    ************* EnergyPlus Warmup Error Summary. During Warmup: 0 Warning; 0 Severe Errors.
    ************* EnergyPlus Sizing Error Summary. During Sizing: 0 Warning; 0 Severe Errors.
-   ************* EnergyPlus Completed Successfully-- 160 Warning; 0 Severe Errors; Elapsed Time=00hr 02min 16.02sec
+   ************* EnergyPlus Completed Successfully-- 160 Warning; 0 Severe Errors; Elapsed Time=00hr 01min 37.44sec

out_files/energy_plus_outputs/Cote-Saint-Luc_out.eso

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35
+Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17
 1,5,Environment Title[],Latitude[deg],Longitude[deg],Time Zone[],Elevation[m]
 2,8,Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],Hour[],StartMinute[],EndMinute[],DayType
 3,5,Cumulative Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],DayType  ! When Daily Report Variables Requested

out_files/energy_plus_outputs/Cote-Saint-Luc_out.mtr

@@ -1,4 +1,4 @@
-Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35
+Program Version,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17
 1,5,Environment Title[],Latitude[deg],Longitude[deg],Time Zone[],Elevation[m]
 2,8,Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],Hour[],StartMinute[],EndMinute[],DayType
 3,5,Cumulative Day of Simulation[],Month[],Day of Month[],DST Indicator[1=yes 0=no],DayType  ! When Daily Meters Requested

out_files/energy_plus_outputs/Cote-Saint-Luc_out.rvaudit

@@ -1,16 +1,16 @@
  ReadVarsESO
- processing:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_72b54d.rvi
+ processing:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_dd62c9.rvi
  input file:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_out.eso
  output file:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_out.csv
  getting all vars from:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_out.eso
   number variables requested for output=         498
- ReadVars Run Time=00hr 00min  6.59sec
+ ReadVars Run Time=00hr 00min  7.50sec
  ReadVarsESO program completed successfully.
  ReadVarsESO
- processing:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_72b54d.mvi
+ processing:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_dd62c9.mvi
  input file:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_out.mtr
  output file:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_mtr.csv
  getting all vars from:C:\Users\ab_reza\Majid\Concordia\Repositories\energy_system_modelling_workflow\out_files\energy_plus_outputs\Cote-Saint-Luc_out.mtr
   number variables requested for output=           3
- ReadVars Run Time=00hr 00min  0.08sec
+ ReadVars Run Time=00hr 00min  0.14sec
  ReadVarsESO program completed successfully.

out_files/energy_plus_outputs/Cote-Saint-Luc_tbl.csv

@@ -1,4 +1,4 @@
-Program Version:,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35
+Program Version:,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17
 Tabular Output Report in Format: ,Comma
 
 Building:,Buildings in b'Cote-Saint-Luc'
@@ -488,7 +488,7 @@ FOR:,Entire Facility
 General
 
 ,,Value
-,Program Version and Build,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35
+,Program Version and Build,EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17
 ,RunPeriod,RUN PERIOD 1
 ,Weather File,Montreal Int'l PQ CAN WYEC2-B-94792 WMO#=716270
 ,Latitude [deg],45.47

out_files/energy_plus_outputs/Cote-Saint-Luc_tbl.htm

@@ -3,26 +3,26 @@
 <head>
 <title> Buildings in b'Cote-Saint-Luc' RUN PERIOD 1 ** Montreal Int'l PQ CAN WYEC2-B-94792 WMO#=716270
   2024-09-24
-  10:35:39
+  22:17:09
  - EnergyPlus</title>
 </head>
 <meta http-equiv="Content-Type" content="text/html; charset=utf-8">
 <body>
 <p><a href="#toc" style="float: right">Table of Contents</a></p>
 <a name=top></a>
-<p>Program Version:<b>EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35</b></p>
+<p>Program Version:<b>EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17</b></p>
 <p>Tabular Output Report in Format: <b>HTML</b></p>
 <p>Building: <b>Buildings in b'Cote-Saint-Luc'</b></p>
 <p>Environment: <b>RUN PERIOD 1 ** Montreal Int'l PQ CAN WYEC2-B-94792 WMO#=716270</b></p>
 <p>Simulation Timestamp: <b>2024-09-24
-  10:35:39</b></p>
+  22:17:09</b></p>
 <hr>
 <p><a href="#toc" style="float: right">Table of Contents</a></p>
 <a name=AnnualBuildingUtilityPerformanceSummary::EntireFacility></a>
 <p>Report:<b> Annual Building Utility Performance Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Values gathered over      8760.00 hours</b><br><br>
 <b></b><br><br>
 <b>Site and Source Energy</b><br><br>
@@ -6710,7 +6710,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Input Verification and Results Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>General</b><br><br>
 <!-- FullName:Input Verification and Results Summary_Entire Facility_General-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -6719,7 +6719,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
   </tr>
   <tr>
     <td align="right">Program Version and Build</td>
-    <td align="right">EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 10:35</td>
+    <td align="right">EnergyPlus, Version 23.2.0-7636e6b3e9, YMD=2024.09.24 22:17</td>
   </tr>
   <tr>
     <td align="right">RunPeriod</td>
@@ -9949,7 +9949,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Demand End Use Components Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>End Uses</b><br><br>
 <!-- FullName:Demand End Use Components Summary_Entire Facility_End Uses-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -15832,14 +15832,14 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Component Sizing Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <hr>
 <p><a href="#toc" style="float: right">Table of Contents</a></p>
 <a name=AdaptiveComfortSummary::EntireFacility></a>
 <p>Report:<b> Adaptive Comfort Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Time Not Meeting the Adaptive Comfort Models during Occupied Hours</b><br><br>
 <!-- FullName:Adaptive Comfort Summary_Entire Facility_Time Not Meeting the Adaptive Comfort Models during Occupied Hours-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -15858,7 +15858,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Climatic Data Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>SizingPeriod:DesignDay</b><br><br>
 <!-- FullName:Climatic Data Summary_Entire Facility_SizingPeriod:DesignDay-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -16007,7 +16007,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Envelope Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Opaque Exterior</b><br><br>
 <!-- FullName:Envelope Summary_Entire Facility_Opaque Exterior-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -42864,7 +42864,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Lighting Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Interior Lighting</b><br><br>
 <!-- FullName:Lighting Summary_Entire Facility_Interior Lighting-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -44640,7 +44640,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Equipment Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Central Plant</b><br><br>
 <!-- FullName:Equipment Summary_Entire Facility_Central Plant-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -45153,7 +45153,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> HVAC Sizing Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Space Sensible Cooling</b><br><br>
 <!-- FullName:HVAC Sizing Summary_Entire Facility_Space Sensible Cooling-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -45444,7 +45444,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> System Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Economizer</b><br><br>
 <!-- FullName:System Summary_Entire Facility_Economizer-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -46828,7 +46828,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Outdoor Air Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Average Outdoor Air During Occupied Hours</b><br><br>
 <!-- FullName:Outdoor Air Summary_Entire Facility_Average Outdoor Air During Occupied Hours-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -48845,7 +48845,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Object Count Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Surfaces by Class</b><br><br>
 <!-- FullName:Object Count Summary_Entire Facility_Surfaces by Class-->
 <table border="1" cellpadding="4" cellspacing="0">
@@ -48995,7 +48995,7 @@ Note 1: An asterisk (*) indicates that the feature is not yet implemented.<br>
 <p>Report:<b> Sensible Heat Gain Summary</b></p>
 <p>For:<b> Entire Facility</b></p>
 <p>Timestamp: <b>2024-09-24
-    10:35:39</b></p>
+    22:17:09</b></p>
 <b>Annual Building Sensible Heat Gain Components</b><br><br>
 <!-- FullName:Sensible Heat Gain Summary_Entire Facility_Annual Building Sensible Heat Gain Components-->
 <table border="1" cellpadding="4" cellspacing="0">