CERC/monthly_energy_balance_workflow
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65
README.md
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# monthly_energy_balance_workflow
This tool calculates the monthly energy balance for each building in a given region.
The following assumptions are taken:
- No building in the region have attics
- All buildings have basement but those are not heated
- The construction details come from nrel
- The usage details come from comnet
- The heated volume is 85% of the total volume, assuming that the rest is occupied by internal walls
#### Dependencies
You will need to install the following dependencies in your computer in order to run the software; please take a look at the [install process](#installation) for your system-specific details
##### External software
+ INSEL 8 (https://insel4d.ca/en/download.html)
+ Simplified Radiosity Algorithm (mail to: guillermo.gutierrezmorote@concordia.ca)
After installing these tools you should include their paths in Path.
## installation
##### Linux / Mac
Open a terminal and run the following commands.
```
$ mkdir monthly_enery_balance_workflow
$ cd monthly_enery_balance_workflow
$ git clone https://binarycat.org/git/PMAU/monthly_enery_balance_workflow.git
MISSING CONNECTING TO HUB, SIMLPIFIED_RADIOSITY_ALGORITHM AND MONTHLYENERGYBALANCE!!!!!!!!!
$ python -m pip install -r ../requirements.txt
```
##### Windows
Open a terminal and run the following commands.
```
c:\> mkdir monthly_enery_balance_workflow
c:\> cd monthly_enery_balance_workflow
c:\> git clone https://binarycat.org/git/PMAU/monthly_enery_balance_workflow.git
MISSING CONNECTING TO HUB, SIMLPIFIED_RADIOSITY_ALGORITHM AND MONTHLYENERGYBALANCE!!!!!!!!!
c:\> python.exe -m pip install -r ../requirements.txt
```
#### usage
##### Linux / Mac
Open a terminal and run the following command
```
$ python main.py
```
##### Windows
Open a terminal and run the following command.
```
c:\> python.exe main.py
```

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cache/.gitignore vendored Normal file
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# Ignore everything in this directory
*
# Except this file
!.gitignore

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geojson_building_extracter.py Normal file
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from pathlib import Path
import json
try:
file_path = (Path(__file__).parent / 'input_files' / 'part.geojson')
output_file_path = (Path(__file__).parent / 'input_files' / 'selected_building.geojson').resolve()
selected_building = 5755
with open(file_path) as json_file:
_geojson = json.loads(json_file.read())
features = [_geojson['features'][selected_building - 1]]
output_json = {"type": "FeatureCollection",
"features": features
}
json_object = json.dumps(output_json, indent=4)
with open(output_file_path, "w") as outfile:
outfile.write(json_object)
except Exception as ex:
print(ex)
print('error: ', ex)

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input_files/concordia.geojson Normal file
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input_files/neighbours.geojson Normal file
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</gml:LinearRing>
</gml:exterior>
</gml:Polygon>
</gml:surfaceMember>
</gml:MultiSurface>
</bldg:lod2MultiSurface>
</bldg:RoofSurface>
</bldg:boundedBy>
<bldg:boundedBy>
<bldg:RoofSurface gml:id="UUID_d97b1be8-8be7-4a5c-9f4d-3159853b054e">
<bldg:lod2MultiSurface>
<gml:MultiSurface srsName="EPSG:26911" srsDimension="3">
<gml:surfaceMember>
<gml:Polygon gml:id="UUID_4832dea6-f237-45ec-a711-ce1fc27b7e3b">
<gml:exterior>
<gml:LinearRing>
<gml:posList>329254.11205999926 5528262.99903 3.8000000000029104 329248.8121399991 5528267.658840001 4.925719999999274 329245.1323099993 5528267.42457 4.930840000000899 329247.3289800007 5528262.52503 3.8000000000029104 329254.11205999926 5528262.99903 3.8000000000029104</gml:posList>
</gml:LinearRing>
</gml:exterior>
</gml:Polygon>
</gml:surfaceMember>
</gml:MultiSurface>
</bldg:lod2MultiSurface>
</bldg:RoofSurface>
</bldg:boundedBy>
</bldg:Building>
</core:cityObjectMember>
</core:CityModel>

1254205
input_files/part.geojson Normal file
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185
input_files/selected_building.geojson Normal file
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{
"type": "FeatureCollection",
"features": [
{
"type": "Feature",
"id": 5755,
"geometry": {
"type": "Polygon",
"coordinates": [
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},
"properties": {
"OBJECTID_12_13": 5755,
"ID_UEV": "02039261",
"CIVIQUE_DE": " 8501",
"CIVIQUE_FI": " 8501",
"NOM_RUE": "boulevard Ray-Lawson (ANJ)",
"SUITE_DEBU": " ",
"MUNICIPALI": "50",
"ETAGE_HORS": 0,
"NOMBRE_LOG": 0,
"ANNEE_CONS": 1980,
"CODE_UTILI": "3019",
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"LETTRE_FIN": " ",
"LIBELLE_UT": "Autres activit\u00c3\u00a9s d'impression commerciale",
"CATEGORIE_": "R\u00c3\u00a9gulier",
"MATRICULE8": "0053-00-3380-2-000-0000",
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"feature_id": "dd2be07a-6632-4e83-b2a4-d4b6d99ed706",
"md_id": " ",
"acqtech": 1360,
"acqtech_en": "Lidar",
"acqtech_fr": "Lidar",
"provider": 461,
"provideren": "Municipal",
"providerfr": "Municipal",
"datemin": "20151124",
"datemax": "20151208",
"haccmin": 2,
"haccmax": 2,
"vaccmin": 1,
"vaccmax": 1,
"heightmin": 0,
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"elevmin": 40.63,
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"bldgarea": 13314.83,
"comment": " ",
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"g_co_mrc": "66023",
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"g_arrond": "REM09",
"g_anrole": "2019",
"g_usag_pre": "Industrie l\u00c3\u00a9g\u00c3\u00a8re",
"g_no_lot": "1005810",
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"g_descript": "Unit\u00c3\u00a9 d'\u00c3\u00a9valuation",
"g_id_provi": "66023005300338020000000",
"g_sup_tota": "23419.6",
"g_geometry": "0.00700953",
"g_geomet_1": "2.70165e-006",
"g_dat_acqu": "2020-02-12 00:00:00.0000000",
"g_dat_char": "2020-02-17 00:00:00.0000000",
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}
}
]
}

58
main.py Normal file
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@ -0,0 +1,58 @@
from pathlib import Path
from hub.imports.geometry_factory import GeometryFactory
from hub.imports.construction_factory import ConstructionFactory
from hub.imports.usage_factory import UsageFactory
from hub.imports.weather_factory import WeatherFactory
from simplified_radiosity_algorithm import SimplifiedRadiosityAlgorithm
from monthly_energy_balance import MonthlyEnergyBalance
from hub.helpers.dictionaries import Dictionaries
try:
file_path = (Path(__file__).parent / 'input_files' / 'neighbours.geojson')
climate_reference_city = 'Montreal'
weather_file = 'CAN_PQ_Montreal.Intl.AP.716270_CWEC.epw'
weather_format = 'epw'
construction_format = 'nrcan'
usage_format = 'nrcan'
attic_heated_case = 0
basement_heated_case = 1
out_path = (Path(__file__).parent / 'output_files')
print('[simulation start]')
city = GeometryFactory('geojson',
path=file_path,
height_field='citygml_me',
year_of_construction_field='ANNEE_CONS',
function_field='CODE_UTILI',
function_to_hub=Dictionaries().montreal_function_to_hub_function).city
city.climate_reference_city = climate_reference_city
city.climate_file = (Path(__file__).parent / 'tmp' / f'{climate_reference_city}.cli').resolve()
print(f'city created from {file_path}')
WeatherFactory(weather_format, city, file_name=weather_file).enrich()
print('enrich weather... done')
ConstructionFactory(construction_format, city).enrich()
print('enrich constructions... done')
UsageFactory(usage_format, city).enrich()
print('enrich usage... done')
print('exporting:')
sra = SimplifiedRadiosityAlgorithm(city, Path(__file__).parent, weather_file)
print(' sra exported...')
sra.call_sra(weather_format, keep_files=True)
sra.set_irradiance_surfaces(city)
sra.set_irradiance_surfaces(city, mode=1)
print(' sra processed...')
MonthlyEnergyBalance(city, out_path, attic_heated_case, basement_heated_case, weather_format)
print(' insel processed...')
print('[simulation end]')
except Exception as ex:
print(ex)
print('error: ', ex)
print('[simulation abort]')

4
output_files/.gitignore vendored Normal file
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# Ignore everything in this directory
*
# Except this file
!.gitignore

8764
tmp/Montreal.cli Normal file
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tmp/Montréal_sra.xml Normal file
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<?xml version="1.0" encoding="utf-8"?>
<CitySim name="Montréal_sra.xml">
<Simulation beginMonth="1" beginDay="1" endMonth="12" endDay="31"/>
<Climate location="C:\Users\Pilar\PycharmProjects\monthly_energy_balance_workflow\tmp\Montreal.cli" city="Montreal Int'l"/>
<District>
<FarFieldObstructions/>
<Building Name="1_part_0_zone_0" id="0" key="1_part_0_zone_0" Simulate="true">
<Wall id="2" ShortWaveReflectance="0.30000000000000004">
<V0 x="252.80846728943288" y="89.8574255798012" z="0.0"/>
<V1 x="181.8214726387523" y="194.92937748879194" z="0.0"/>
<V2 x="181.8214726387523" y="194.92937748879194" z="21.824"/>
<V3 x="252.80846728943288" y="89.8574255798012" z="21.824"/>
</Wall>
<Wall id="3" ShortWaveReflectance="0.30000000000000004">
<V0 x="181.8214726387523" y="194.92937748879194" z="0.0"/>
<V1 x="107.93012678297237" y="145.00856194645166" z="0.0"/>
<V2 x="107.93012678297237" y="145.00856194645166" z="21.824"/>
<V3 x="181.8214726387523" y="194.92937748879194" z="21.824"/>
</Wall>
<Wall id="4" ShortWaveReflectance="0.30000000000000004">
<V0 x="107.93012678297237" y="145.00856194645166" z="0.0"/>
<V1 x="178.91501986188814" y="39.936042411252856" z="0.0"/>
<V2 x="178.91501986188814" y="39.936042411252856" z="21.824"/>
<V3 x="107.93012678297237" y="145.00856194645166" z="21.824"/>
</Wall>
<Wall id="5" ShortWaveReflectance="0.30000000000000004">
<V0 x="178.91501986188814" y="39.936042411252856" z="0.0"/>
<V1 x="252.80846728943288" y="89.8574255798012" z="0.0"/>
<V2 x="252.80846728943288" y="89.8574255798012" z="21.824"/>
<V3 x="178.91501986188814" y="39.936042411252856" z="21.824"/>
</Wall>
<Roof id="1" ShortWaveReflectance="0.15000000000000002">
<V0 x="252.80846728943288" y="89.8574255798012" z="21.824"/>
<V1 x="181.8214726387523" y="194.92937748879194" z="21.824"/>
<V2 x="107.93012678297237" y="145.00856194645166" z="21.824"/>
<V3 x="178.91501986188814" y="39.936042411252856" z="21.824"/>
</Roof>
<Floor id="0" ShortWaveReflectance="0.4">
<V0 x="178.91501986188814" y="39.936042411252856" z="0.0"/>
<V1 x="107.93012678297237" y="145.00856194645166" z="0.0"/>
<V2 x="181.8214726387523" y="194.92937748879194" z="0.0"/>
<V3 x="252.80846728943288" y="89.8574255798012" z="0.0"/>
</Floor>
</Building>
<Building Name="2_part_0_zone_0" id="1" key="2_part_0_zone_0" Simulate="true">
<Wall id="2" ShortWaveReflectance="0.30000000000000004">
<V0 x="178.91501986188814" y="39.936042411252856" z="0.0"/>
<V1 x="122.12714234692976" y="123.9941468378529" z="0.0"/>
<V2 x="122.12714234692976" y="123.9941468378529" z="21.644"/>
<V3 x="178.91501986188814" y="39.936042411252856" z="21.644"/>
</Wall>
<Wall id="3" ShortWaveReflectance="0.30000000000000004">
<V0 x="122.12714234692976" y="123.9941468378529" z="0.0"/>
<V1 x="63.01344200363383" y="84.05846768151969" z="0.0"/>
<V2 x="63.01344200363383" y="84.05846768151969" z="21.644"/>
<V3 x="122.12714234692976" y="123.9941468378529" z="21.644"/>
</Wall>
<Wall id="4" ShortWaveReflectance="0.30000000000000004">
<V0 x="63.01344200363383" y="84.05846768151969" z="0.0"/>
<V1 x="119.79997452534735" y="0.0" z="0.0"/>
<V2 x="119.79997452534735" y="0.0" z="21.644"/>
<V3 x="63.01344200363383" y="84.05846768151969" z="21.644"/>
</Wall>
<Wall id="5" ShortWaveReflectance="0.30000000000000004">
<V0 x="119.79997452534735" y="0.0" z="0.0"/>
<V1 x="178.91501986188814" y="39.936042411252856" z="0.0"/>
<V2 x="178.91501986188814" y="39.936042411252856" z="21.644"/>
<V3 x="119.79997452534735" y="0.0" z="21.644"/>
</Wall>
<Roof id="1" ShortWaveReflectance="0.15000000000000002">
<V0 x="178.91501986188814" y="39.936042411252856" z="21.644"/>
<V1 x="122.12714234692976" y="123.9941468378529" z="21.644"/>
<V2 x="63.01344200363383" y="84.05846768151969" z="21.644"/>
<V3 x="119.79997452534735" y="0.0" z="21.644"/>
</Roof>
<Floor id="0" ShortWaveReflectance="0.4">
<V0 x="119.79997452534735" y="0.0" z="0.0"/>
<V1 x="63.01344200363383" y="84.05846768151969" z="0.0"/>
<V2 x="122.12714234692976" y="123.9941468378529" z="0.0"/>
<V3 x="178.91501986188814" y="39.936042411252856" z="0.0"/>
</Floor>
</Building>
<Building Name="3_part_0_zone_0" id="2" key="3_part_0_zone_0" Simulate="true">
<Wall id="2" ShortWaveReflectance="0.30000000000000004">
<V0 x="85.1811095699668" y="99.03423652239144" z="0.0"/>
<V1 x="122.12714234692976" y="123.9941468378529" z="0.0"/>
<V2 x="122.12714234692976" y="123.9941468378529" z="21.916"/>
<V3 x="85.1811095699668" y="99.03423652239144" z="21.916"/>
</Wall>
<Wall id="3" ShortWaveReflectance="0.30000000000000004">
<V0 x="122.12714234692976" y="123.9941468378529" z="0.0"/>
<V1 x="107.93012678297237" y="145.00856194645166" z="0.0"/>
<V2 x="107.93012678297237" y="145.00856194645166" z="21.916"/>
<V3 x="122.12714234692976" y="123.9941468378529" z="21.916"/>
</Wall>
<Wall id="4" ShortWaveReflectance="0.30000000000000004">
<V0 x="107.93012678297237" y="145.00856194645166" z="0.0"/>
<V1 x="144.87584961066023" y="169.96878497768193" z="0.0"/>
<V2 x="144.87584961066023" y="169.96878497768193" z="21.916"/>
<V3 x="107.93012678297237" y="145.00856194645166" z="21.916"/>
</Wall>
<Wall id="5" ShortWaveReflectance="0.30000000000000004">
<V0 x="144.87584961066023" y="169.96878497768193" z="0.0"/>
<V1 x="73.88944391626865" y="275.03991070203483" z="0.0"/>
<V2 x="73.88944391626865" y="275.03991070203483" z="21.916"/>
<V3 x="144.87584961066023" y="169.96878497768193" z="21.916"/>
</Wall>
<Wall id="6" ShortWaveReflectance="0.30000000000000004">
<V0 x="73.88944391626865" y="275.03991070203483" z="0.0"/>
<V1 x="0.0" y="225.12040176987648" z="0.0"/>
<V2 x="0.0" y="225.12040176987648" z="21.916"/>
<V3 x="73.88944391626865" y="275.03991070203483" z="21.916"/>
</Wall>
<Wall id="7" ShortWaveReflectance="0.30000000000000004">
<V0 x="0.0" y="225.12040176987648" z="0.0"/>
<V1 x="85.1811095699668" y="99.03423652239144" z="0.0"/>
<V2 x="85.1811095699668" y="99.03423652239144" z="21.916"/>
<V3 x="0.0" y="225.12040176987648" z="21.916"/>
</Wall>
<Roof id="1" ShortWaveReflectance="0.15000000000000002">
<V0 x="85.1811095699668" y="99.03423652239144" z="21.916"/>
<V1 x="122.12714234692976" y="123.9941468378529" z="21.916"/>
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<V3 x="144.87584961066023" y="169.96878497768193" z="21.916"/>
<V4 x="73.88944391626865" y="275.03991070203483" z="21.916"/>
<V5 x="0.0" y="225.12040176987648" z="21.916"/>
</Roof>
<Floor id="0" ShortWaveReflectance="0.4">
<V0 x="0.0" y="225.12040176987648" z="0.0"/>
<V1 x="73.88944391626865" y="275.03991070203483" z="0.0"/>
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<V5 x="85.1811095699668" y="99.03423652239144" z="0.0"/>
</Floor>
</Building>
</District>
</CitySim>