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Saeed Ranjbar 2024-10-31 05:32:25 -04:00
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5
.gitignore vendored
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@ -11,4 +11,7 @@
**/.idea/
cerc_hub.egg-info
/out_files
/input_files
/CitRetrofitEnv
/cityretrofit_env
/.eggs

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RetrofitFactory_Documentation.txt Normal file
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RetrofitFactory Documentation
Overview
RetrofitFactory is a tool designed to apply energy efficiency retrofits to buildings within a city model. It supports multiple retrofit types, including construction improvements, infiltration reduction, and window upgrades.
Usage
Basic Implementation
```python
from hub.imports.retrofit_factory import RetrofitFactory
# Load retrofit data from JSON file
with open('retrofit_scenarios.json', 'r') as f:
retrofit_data = json.load(f)
# Apply retrofits to a city
retrofit_factory = RetrofitFactory(retrofit_data, city)
retrofit_factory.enrich()
```
Retrofit Data Structure
The retrofit data is stored as a JSON object where building IDs serve as keys and retrofit specifications as values:
```json
{
"building_id": {
"retrofit_types": ["construction", "infiltration", "windows"],
"wall_u_value": 0.3,
"roof_u_value": 0.2,
"ground_u_value": 0.25,
"infiltration_reduction": 30,
"window_u_value": 1.5,
"window_g_value": 0.6
}
}
```
Supported Retrofit Types
RetrofitFactory supports the following types of retrofits:
1. Construction Retrofits
Modifies U-values for walls, roofs, and ground surfaces, but only if the new U-value is lower than the existing one. The retrofit improves thermal resistance of building materials.
Parameters:
- wall_u_value: Target U-value for walls (W/m²K)
- roof_u_value: Target U-value for roofs (W/m²K)
- ground_u_value: Target U-value for ground surfaces (W/m²K)
2. Infiltration Retrofits
Reduces air infiltration rate as a percentage, applied to the ventilation system when off.
Parameters:
- infiltration_reduction: Percentage reduction in infiltration rate (0-100)
3. Window Retrofits
Updates window thermal properties by modifying the U-value and solar heat gain coefficient (g-value).
Parameters:
- window_u_value: Target U-value for windows (W/m²K)
- window_g_value: Target solar heat gain coefficient (0-1)
Implementation Details
Class Structure
```python
class RetrofitFactory:
def __init__(self, retrofit_data: dict, city: City):
self._retrofit_data = retrofit_data
self._city = city
```
Main Methods
1. enrich()
Applies retrofits to all buildings in the city. It iterates over each building, retrieves its corresponding retrofit data, and applies the specified retrofits.
```python
def enrich(self):
for building in self._city.buildings:
building_id = str(building.name)
if building_id in self._retrofit_data:
building_retrofit_data = self._retrofit_data[building_id]
retrofit_types = building_retrofit_data.get('retrofit_types', [])
self._apply_retrofits_to_building(building, retrofit_types, building_retrofit_data)
```
2. _apply_retrofits_to_building()
Handles applying the specified retrofits to an individual building based on its retrofit data.
3. _apply_construction_retrofit_to_building()
Applies construction retrofits by modifying U-values for walls, roofs, and ground surfaces. Only updates if the new U-value is lower than the existing value.
```python
def _apply_construction_retrofit_to_building(self, building: Building, retrofit_params):
wall_u_value = retrofit_params.get('wall_u_value')
roof_u_value = retrofit_params.get('roof_u_value')
ground_u_value = retrofit_params.get('ground_u_value')
```
Thermal resistance is calculated as:
ΔR = (1 / U_new) - (1 / U_old)
```python
def _change_thermal_resistance(self, thermal_boundary, new_u_value):
old_u_value = thermal_boundary.u_value
if new_u_value < old_u_value:
delta_r = (1 / new_u_value) - (1 / old_u_value)
```
4. _reduce_infiltration_rate_by_percentage()
Reduces the infiltration rate by the specified percentage.
```python
def _reduce_infiltration_rate_by_percentage(self, building: Building, retrofit_params):
percentage = retrofit_params.get('infiltration_reduction')
if percentage is not None:
new_rate = old_rate * (1 - percentage / 100)
```
5. _apply_window_retrofit_to_building()
Updates the overall U-value and g-value of windows.
```python
def _apply_window_retrofit_to_building(self, building: Building, retrofit_params):
overall_u_value = retrofit_params.get('window_u_value')
g_value = retrofit_params.get('window_g_value')
```
Error Handling
RetrofitFactory includes various error prevention mechanisms:
- Building ID Validation: Logs missing retrofit data for buildings not found in the input.
- U-value Validation: Only applies if the new U-value is lower than the old one.
- Null Checks: Ensures that parameters like infiltration_reduction are not null.
- Type Validation: Checks for required attributes, such as thermal boundaries and openings.
Data Validation
1. Building ID Validation
```python
building_id = str(building.name)
if building_id in self._retrofit_data:
# Process building
else:
print(f"No retrofit data for building ID {building_id}")
```
2. U-value and Window Value Validation
```python
if new_u_value < old_u_value:
# Apply change
else:
print(f"New U-value {new_u_value} is not less than old U-value {old_u_value}")
if overall_u_value is not None and overall_u_value != 0:
# Apply change
```
Building Model Integration
RetrofitFactory relies on the city model to access thermal zones, boundaries, and construction properties of buildings. For example:
- Thermal Zone Access:
```python
for thermal_zone in building.thermal_zones_from_internal_zones:
thermal_archetype = thermal_zone.parent_internal_zone.thermal_archetype
```
- Construction Properties Access:
```python
construction_archetype = thermal_boundary._construction_archetype
construction_archetype.window_overall_u_value = overall_u_value
construction_archetype.window_g_value = g_value
```
Logging and Debugging
RetrofitFactory includes detailed logging for tracking the progress and results of retrofits:
- Logs retrofit application: print(f"Applying retrofits to building ID {building_id}")
- Logs property updates: print(f"Updated wall U-value to {wall_u_value} in building {building.name}")
- Logs missing data: print(f"No retrofit data for building ID {building_id}")
Performance Considerations
- Memory Efficiency: Directly modifies existing objects instead of creating new copies.
- Computational Efficiency: Only processes buildings with available retrofit data and skips unnecessary thermal boundaries.
Integration Requirements
To function correctly, the city model must provide:
- Unique building names convertible to strings.
- Buildings with thermal zones and boundaries that contain layers for construction retrofits.
- Access to thermal zone properties and boundary layers.

2
hub/RECOGNIZED_FUNTIONS_AND_USAGES.md
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@ -6,9 +6,11 @@ Output formats accepted:
* Function:
* nrel
* nrcan
* cerc
* eilat
* Usage:
* nrcan
* cerc
* comnet
* eilat

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hub/catalog_factories/construction/cerc_catalog.py Normal file
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"""
Cerc construction catalog (Copy of Nrcan catalog)
Catlog Coder Mohamed Osman mohamed.osman@mail.concordia.ca
"""
import json
from pathlib import Path
from hub.catalog_factories.catalog import Catalog
from hub.catalog_factories.data_models.construction.content import Content
from hub.catalog_factories.construction.construction_helper import ConstructionHelper
from hub.catalog_factories.data_models.construction.construction import Construction
from hub.catalog_factories.data_models.construction.archetype import Archetype
from hub.catalog_factories.data_models.construction.window import Window
from hub.catalog_factories.data_models.construction.material import Material
from hub.catalog_factories.data_models.construction.layer import Layer
import hub.helpers.constants as cte
class CercCatalog(Catalog):
"""
Cerc catalog class copy of Cerc catalog (Copy of Nrcan catalog)
"""
def __init__(self, path):
_path_archetypes = Path(path / 'cerc_archetypes.json').resolve()
_path_constructions = Path(path / 'cerc_constructions.json').resolve()
with open(_path_archetypes, 'r', encoding='utf-8') as file:
self._archetypes = json.load(file)
with open(_path_constructions, 'r', encoding='utf-8') as file:
self._constructions = json.load(file)
self._catalog_windows = self._load_windows()
self._catalog_materials = self._load_materials()
self._catalog_constructions = self._load_constructions()
self._catalog_archetypes = self._load_archetypes()
# store the full catalog data model in self._content
self._content = Content(self._catalog_archetypes,
self._catalog_constructions,
self._catalog_materials,
self._catalog_windows)
def _load_windows(self):
_catalog_windows = []
windows = self._constructions['transparent_surfaces']
for window in windows:
name = list(window.keys())[0]
window_id = name
g_value = window[name]['shgc']
window_type = window[name]['type']
frame_ratio = window[name]['frame_ratio']
overall_u_value = window[name]['u_value']
_catalog_windows.append(Window(window_id, frame_ratio, g_value, overall_u_value, name, window_type))
return _catalog_windows
def _load_materials(self):
_catalog_materials = []
materials = self._constructions['materials']
for material in materials:
name = list(material.keys())[0]
material_id = name
no_mass = material[name]['no_mass']
thermal_resistance = None
conductivity = None
density = None
specific_heat = None
solar_absorptance = None
thermal_absorptance = None
visible_absorptance = None
if no_mass:
thermal_resistance = material[name]['thermal_resistance']
else:
solar_absorptance = material[name]['solar_absorptance']
thermal_absorptance = str(1 - float(material[name]['thermal_emittance']))
visible_absorptance = material[name]['visible_absorptance']
conductivity = material[name]['conductivity']
density = material[name]['density']
specific_heat = material[name]['specific_heat']
_material = Material(material_id,
name,
solar_absorptance,
thermal_absorptance,
visible_absorptance,
no_mass,
thermal_resistance,
conductivity,
density,
specific_heat)
_catalog_materials.append(_material)
return _catalog_materials
def _load_constructions(self):
_catalog_constructions = []
constructions = self._constructions['opaque_surfaces']
for construction in constructions:
name = list(construction.keys())[0]
construction_id = name
construction_type = ConstructionHelper().nrcan_surfaces_types_to_hub_types[construction[name]['type']]
layers = []
for layer in construction[name]['layers']:
layer_id = layer
layer_name = layer
material_id = layer
thickness = construction[name]['layers'][layer]
for material in self._catalog_materials:
if str(material_id) == str(material.id):
layers.append(Layer(layer_id, layer_name, material, thickness))
break
_catalog_constructions.append(Construction(construction_id, construction_type, name, layers))
return _catalog_constructions
def _load_archetypes(self):
_catalog_archetypes = []
archetypes = self._archetypes['archetypes']
for archetype in archetypes:
archetype_id = f'{archetype["function"]}_{archetype["period_of_construction"]}_{archetype["climate_zone"]}'
function = archetype['function']
name = archetype_id
climate_zone = archetype['climate_zone']
construction_period = archetype['period_of_construction']
average_storey_height = archetype['average_storey_height']
thermal_capacity = float(archetype['thermal_capacity']) * 1000
extra_loses_due_to_thermal_bridges = archetype['extra_loses_due_thermal_bridges']
infiltration_rate_for_ventilation_system_off = (
archetype['infiltration_rate_for_ventilation_system_off'] / cte.HOUR_TO_SECONDS
)
infiltration_rate_for_ventilation_system_on = (
archetype['infiltration_rate_for_ventilation_system_on'] / cte.HOUR_TO_SECONDS
)
archetype_constructions = []
for archetype_construction in archetype['constructions']:
archetype_construction_type = ConstructionHelper().nrcan_surfaces_types_to_hub_types[archetype_construction]
archetype_construction_name = archetype['constructions'][archetype_construction]['opaque_surface_name']
for construction in self._catalog_constructions:
if archetype_construction_type == construction.type and construction.name == archetype_construction_name:
_construction = None
_window = None
_window_ratio = None
if 'transparent_surface_name' in archetype['constructions'][archetype_construction].keys():
_window_ratio = archetype['constructions'][archetype_construction]['transparent_ratio']
_window_id = archetype['constructions'][archetype_construction]['transparent_surface_name']
for window in self._catalog_windows:
if _window_id == window.id:
_window = window
break
_construction = Construction(construction.id,
construction.type,
construction.name,
construction.layers,
_window_ratio,
_window)
archetype_constructions.append(_construction)
break
_catalog_archetypes.append(Archetype(archetype_id,
name,
function,
climate_zone,
construction_period,
archetype_constructions,
average_storey_height,
thermal_capacity,
extra_loses_due_to_thermal_bridges,
None,
infiltration_rate_for_ventilation_system_off,
infiltration_rate_for_ventilation_system_on))
return _catalog_archetypes
def names(self, category=None):
"""
Get the catalog elements names
:parm: optional category filter
"""
if category is None:
_names = {'archetypes': [], 'constructions': [], 'materials': [], 'windows': []}
for archetype in self._content.archetypes:
_names['archetypes'].append(archetype.name)
for construction in self._content.constructions:
_names['constructions'].append(construction.name)
for material in self._content.materials:
_names['materials'].append(material.name)
for window in self._content.windows:
_names['windows'].append(window.name)
else:
_names = {category: []}
if category.lower() == 'archetypes':
for archetype in self._content.archetypes:
_names[category].append(archetype.name)
elif category.lower() == 'constructions':
for construction in self._content.constructions:
_names[category].append(construction.name)
elif category.lower() == 'materials':
for material in self._content.materials:
_names[category].append(material.name)
elif category.lower() == 'windows':
for window in self._content.windows:
_names[category].append(window.name)
else:
raise ValueError(f'Unknown category [{category}]')
return _names
def entries(self, category=None):
"""
Get the catalog elements
:parm: optional category filter
"""
if category is None:
return self._content
if category.lower() == 'archetypes':
return self._content.archetypes
if category.lower() == 'constructions':
return self._content.constructions
if category.lower() == 'materials':
return self._content.materials
if category.lower() == 'windows':
return self._content.windows
raise ValueError(f'Unknown category [{category}]')
def get_entry(self, name):
"""
Get one catalog element by names
:parm: entry name
"""
for entry in self._content.archetypes:
if entry.name.lower() == name.lower():
return entry
for entry in self._content.constructions:
if entry.name.lower() == name.lower():
return entry
for entry in self._content.materials:
if entry.name.lower() == name.lower():
return entry
for entry in self._content.windows:
if entry.name.lower() == name.lower():
return entry
raise IndexError(f"{name} doesn't exists in the catalog")

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hub/catalog_factories/construction_catalog_factory.py
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@ -9,6 +9,8 @@ from pathlib import Path
from typing import TypeVar
from hub.catalog_factories.construction.nrcan_catalog import NrcanCatalog
from hub.catalog_factories.construction.cerc_catalog import CercCatalog
from hub.catalog_factories.construction.nrel_catalog import NrelCatalog
from hub.catalog_factories.construction.eilat_catalog import EilatCatalog
from hub.helpers.utils import validate_import_export_type
@ -40,6 +42,13 @@ class ConstructionCatalogFactory:
Retrieve NRCAN catalog
"""
return NrcanCatalog(self._path)
@property
def _cerc(self):
"""
Retrieve CERC catalog
"""
return CercCatalog(self._path)
@property
def _eilat(self):

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hub/catalog_factories/usage/cerc_catalog.py Normal file
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"""
NRCAN usage catalog
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
"""
import json
import urllib.request
from pathlib import Path
import xmltodict
import hub.helpers.constants as cte
from hub.catalog_factories.catalog import Catalog
from hub.catalog_factories.data_models.usages.appliances import Appliances
from hub.catalog_factories.data_models.usages.content import Content
from hub.catalog_factories.data_models.usages.lighting import Lighting
from hub.catalog_factories.data_models.usages.occupancy import Occupancy
from hub.catalog_factories.data_models.usages.domestic_hot_water import DomesticHotWater
from hub.catalog_factories.data_models.usages.schedule import Schedule
from hub.catalog_factories.data_models.usages.thermal_control import ThermalControl
from hub.catalog_factories.data_models.usages.usage import Usage
from hub.catalog_factories.usage.usage_helper import UsageHelper
class CercCatalog(Catalog):
"""
Cerc catalog class (copy of NrcanCatalog)
"""
def __init__(self, path):
self._schedules_path = Path(path / 'nrcan_schedules.json').resolve()
self._space_types_path = Path(path / 'nrcan_space_types.json').resolve()
self._space_compliance_path = Path(path / 'nrcan_space_compliance_2015.json').resolve()
self._content = None
self._schedules = {}
self._load_schedules()
self._content = Content(self._load_archetypes())
@staticmethod
def _extract_schedule(raw):
nrcan_schedule_type = raw['category']
if 'Heating' in raw['name'] and 'Water' not in raw['name']:
nrcan_schedule_type = f'{nrcan_schedule_type} Heating'
elif 'Cooling' in raw['name']:
nrcan_schedule_type = f'{nrcan_schedule_type} Cooling'
if nrcan_schedule_type not in UsageHelper().nrcan_schedule_type_to_hub_schedule_type:
return None
hub_type = UsageHelper().nrcan_schedule_type_to_hub_schedule_type[nrcan_schedule_type]
data_type = UsageHelper().nrcan_data_type_to_hub_data_type[raw['units']]
time_step = UsageHelper().nrcan_time_to_hub_time[raw['type']]
# nrcan only uses daily range for the schedules
time_range = cte.DAY
day_types = UsageHelper().nrcan_day_type_to_hub_days[raw['day_types']]
return Schedule(hub_type, raw['values'], data_type, time_step, time_range, day_types)
def _load_schedules(self):
_schedule_types = []
with open(self._schedules_path, 'r') as f:
schedules_type = json.load(f)
for schedule_type in schedules_type['tables']['schedules']['table']:
schedule = CercCatalog._extract_schedule(schedule_type)
if schedule_type['name'] not in _schedule_types:
_schedule_types.append(schedule_type['name'])
if schedule is not None:
self._schedules[schedule_type['name']] = [schedule]
else:
if schedule is not None:
_schedules = self._schedules[schedule_type['name']]
_schedules.append(schedule)
self._schedules[schedule_type['name']] = _schedules
def _get_schedules(self, name):
schedule = None
if name in self._schedules:
schedule = self._schedules[name]
return schedule
def _load_archetypes(self):
usages = []
with open(self._space_types_path, 'r') as f:
space_types = json.load(f)['tables']['space_types']['table']
space_types = [st for st in space_types if st['space_type'] == 'WholeBuilding']
with open(self._space_compliance_path, 'r') as f:
space_types_compliance = json.load(f)['tables']['space_compliance']['table']
space_types_compliance = [st for st in space_types_compliance if st['space_type'] == 'WholeBuilding']
space_types_dictionary = {}
for space_type in space_types_compliance:
usage_type = space_type['building_type']
# people/m2
occupancy_density = space_type['occupancy_per_area_people_per_m2']
# W/m2
lighting_density = space_type['lighting_per_area_w_per_m2']
# W/m2
appliances_density = space_type['electric_equipment_per_area_w_per_m2']
# peak flow in gallons/h/m2
domestic_hot_water_peak_flow = (
space_type['service_water_heating_peak_flow_per_area'] *
cte.GALLONS_TO_QUBIC_METERS / cte.HOUR_TO_SECONDS
)
space_types_dictionary[usage_type] = {'occupancy_per_area': occupancy_density,
'lighting_per_area': lighting_density,
'electric_equipment_per_area': appliances_density,
'service_water_heating_peak_flow_per_area': domestic_hot_water_peak_flow
}
for space_type in space_types:
usage_type = space_type['building_type']
space_type_compliance = space_types_dictionary[usage_type]
occupancy_density = space_type_compliance['occupancy_per_area']
lighting_density = space_type_compliance['lighting_per_area']
appliances_density = space_type_compliance['electric_equipment_per_area']
domestic_hot_water_peak_flow = space_type_compliance['service_water_heating_peak_flow_per_area']
occupancy_schedule_name = space_type['occupancy_schedule']
lighting_schedule_name = space_type['lighting_schedule']
appliance_schedule_name = space_type['electric_equipment_schedule']
hvac_schedule_name = space_type['exhaust_schedule']
if 'FAN' in hvac_schedule_name:
hvac_schedule_name = hvac_schedule_name.replace('FAN', 'Fan')
heating_setpoint_schedule_name = space_type['heating_setpoint_schedule']
cooling_setpoint_schedule_name = space_type['cooling_setpoint_schedule']
domestic_hot_water_schedule_name = space_type['service_water_heating_schedule']
occupancy_schedule = self._get_schedules(occupancy_schedule_name)
lighting_schedule = self._get_schedules(lighting_schedule_name)
appliance_schedule = self._get_schedules(appliance_schedule_name)
heating_schedule = self._get_schedules(heating_setpoint_schedule_name)
cooling_schedule = self._get_schedules(cooling_setpoint_schedule_name)
hvac_availability = self._get_schedules(hvac_schedule_name)
domestic_hot_water_load_schedule = self._get_schedules(domestic_hot_water_schedule_name)
# ACH -> 1/s
mechanical_air_change = space_type['ventilation_air_changes'] / cte.HOUR_TO_SECONDS
# cfm/ft2 to m3/m2.s
ventilation_rate = space_type['ventilation_per_area'] / (cte.METERS_TO_FEET * cte.MINUTES_TO_SECONDS)
# cfm/person to m3/m2.s
ventilation_rate += space_type['ventilation_per_person'] / (
pow(cte.METERS_TO_FEET, 3) * cte.MINUTES_TO_SECONDS
) * occupancy_density
lighting_radiative_fraction = space_type['lighting_fraction_radiant']
lighting_convective_fraction = 0
if lighting_radiative_fraction is not None:
lighting_convective_fraction = 1 - lighting_radiative_fraction
lighting_latent_fraction = 0
appliances_radiative_fraction = space_type['electric_equipment_fraction_radiant']
appliances_latent_fraction = space_type['electric_equipment_fraction_latent']
appliances_convective_fraction = 0
if appliances_radiative_fraction is not None and appliances_latent_fraction is not None:
appliances_convective_fraction = 1 - appliances_radiative_fraction - appliances_latent_fraction
domestic_hot_water_service_temperature = space_type['service_water_heating_target_temperature']
occupancy = Occupancy(occupancy_density,
None,
None,
None,
occupancy_schedule)
lighting = Lighting(lighting_density,
lighting_convective_fraction,
lighting_radiative_fraction,
lighting_latent_fraction,
lighting_schedule)
appliances = Appliances(appliances_density,
appliances_convective_fraction,
appliances_radiative_fraction,
appliances_latent_fraction,
appliance_schedule)
thermal_control = ThermalControl(None,
None,
None,
hvac_availability,
heating_schedule,
cooling_schedule)
domestic_hot_water = DomesticHotWater(None,
domestic_hot_water_peak_flow,
domestic_hot_water_service_temperature,
domestic_hot_water_load_schedule)
hours_day = None
days_year = None
usages.append(Usage(usage_type,
hours_day,
days_year,
mechanical_air_change,
ventilation_rate,
occupancy,
lighting,
appliances,
thermal_control,
domestic_hot_water))
return usages
def names(self, category=None):
"""
Get the catalog elements names
:parm: for usage catalog category filter does nothing as there is only one category (usages)
"""
_names = {'usages': []}
for usage in self._content.usages:
_names['usages'].append(usage.name)
return _names
def entries(self, category=None):
"""
Get the catalog elements
:parm: for usage catalog category filter does nothing as there is only one category (usages)
"""
return self._content
def get_entry(self, name):
"""
Get one catalog element by names
:parm: entry name
"""
for usage in self._content.usages:
if usage.name.lower() == name.lower():
return usage
raise IndexError(f"{name} doesn't exists in the catalog")

11
hub/catalog_factories/usage_catalog_factory.py
View File

@ -10,6 +10,7 @@ from typing import TypeVar
from hub.catalog_factories.usage.comnet_catalog import ComnetCatalog
from hub.catalog_factories.usage.nrcan_catalog import NrcanCatalog
from hub.catalog_factories.usage.cerc_catalog import CercCatalog
from hub.catalog_factories.usage.eilat_catalog import EilatCatalog
from hub.helpers.utils import validate_import_export_type
@ -41,7 +42,15 @@ class UsageCatalogFactory:
"""
# nrcan retrieves the data directly from github
return NrcanCatalog(self._path)
@property
def _cerc(self):
"""
Retrieve cerc catalog
"""
# nrcan retrieves the data directly from github
return CercCatalog(self._path)
@property
def _eilat(self):
"""

63908
hub/data/construction/CERC_archetypes.json Normal file
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12633
hub/data/construction/CERC_constructions.json Normal file
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86
hub/helpers/data/hub_function_to_cerc_construction_function.py Normal file
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@ -0,0 +1,86 @@
"""
Dictionaries module for hub function to nrcan construction function
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Guille Gutierrez Guillermo.GutierrezMorote@concordia.ca
"""
import hub.helpers.constants as cte
class HubFunctionToCercConstructionFunction:
"""
Hub function to cerc construction function class (copy of HubFunctionToNrcanConstructionFunction)
"""
def __init__(self):
self._dictionary = {
cte.RESIDENTIAL: 'MURB_MidRiseApartment',
cte.SINGLE_FAMILY_HOUSE: 'SingleFamilyHouse',
cte.MULTI_FAMILY_HOUSE: 'HighriseApartment',
cte.ROW_HOUSE: 'MidriseApartment',
cte.MID_RISE_APARTMENT: 'MURB_MidRiseApartment',
cte.HIGH_RISE_APARTMENT: 'MURB_HighRiseApartment',
cte.OFFICE_AND_ADMINISTRATION: 'MediumOffice',
cte.SMALL_OFFICE: 'SmallOffice',
cte.MEDIUM_OFFICE: 'MediumOffice',
cte.LARGE_OFFICE: 'LargeOffice',
cte.COURTHOUSE: 'MediumOffice',
cte.FIRE_STATION: 'n/a',
cte.PENITENTIARY: 'LargeHotel',
cte.POLICE_STATION: 'n/a',
cte.POST_OFFICE: 'MediumOffice',
cte.LIBRARY: 'MediumOffice',
cte.EDUCATION: 'SecondarySchool',
cte.PRIMARY_SCHOOL: 'PrimarySchool',
cte.PRIMARY_SCHOOL_WITH_SHOWER: 'PrimarySchool',
cte.SECONDARY_SCHOOL: 'SecondarySchool',
cte.UNIVERSITY: 'SecondarySchool',
cte.LABORATORY_AND_RESEARCH_CENTER: 'SecondarySchool',
cte.STAND_ALONE_RETAIL: 'RetailStandalone',
cte.HOSPITAL: 'Hospital',
cte.OUT_PATIENT_HEALTH_CARE: 'Outpatient',
cte.HEALTH_CARE: 'Outpatient',
cte.RETIREMENT_HOME_OR_ORPHANAGE: 'SmallHotel',
cte.COMMERCIAL: 'RetailStripmall',
cte.STRIP_MALL: 'RetailStripmall',
cte.SUPERMARKET: 'RetailStripmall',
cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'RetailStandalone',
cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'RetailStandalone',
cte.RESTAURANT: 'FullServiceRestaurant',
cte.QUICK_SERVICE_RESTAURANT: 'QuickServiceRestaurant',
cte.FULL_SERVICE_RESTAURANT: 'FullServiceRestaurant',
cte.HOTEL: 'SmallHotel',
cte.HOTEL_MEDIUM_CLASS: 'SmallHotel',
cte.SMALL_HOTEL: 'SmallHotel',
cte.LARGE_HOTEL: 'LargeHotel',
cte.DORMITORY: 'SmallHotel',
cte.EVENT_LOCATION: 'n/a',
cte.CONVENTION_CENTER: 'n/a',
cte.HALL: 'n/a',
cte.GREEN_HOUSE: 'n/a',
cte.INDUSTRY: 'n/a',
cte.WORKSHOP: 'n/a',
cte.WAREHOUSE: 'Warehouse',
cte.WAREHOUSE_REFRIGERATED: 'Warehouse',
cte.SPORTS_LOCATION: 'n/a',
cte.SPORTS_ARENA: 'n/a',
cte.GYMNASIUM: 'n/a',
cte.MOTION_PICTURE_THEATRE: 'n/a',
cte.MUSEUM: 'n/a',
cte.PERFORMING_ARTS_THEATRE: 'n/a',
cte.TRANSPORTATION: 'n/a',
cte.AUTOMOTIVE_FACILITY: 'n/a',
cte.PARKING_GARAGE: 'n/a',
cte.RELIGIOUS: 'n/a',
cte.NON_HEATED: 'n/a',
cte.DATACENTER: 'n/a',
cte.FARM: 'n/a'
}
@property
def dictionary(self) -> dict:
"""
Get the dictionary
:return: {}
"""
return self._dictionary

87
hub/helpers/data/hub_usage_to_cerc_usage.py Normal file
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@ -0,0 +1,87 @@
"""
Dictionaries module for hub usage to NRCAN usage
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Guille Gutierrez Guillermo.GutierrezMorote@concordia.ca
"""
import hub.helpers.constants as cte
class HubUsageToCercUsage:
"""
Hub usage to cerc usage class (copy of HubUsageToNrcanUsage)
"""
def __init__(self):
self._dictionary = {
cte.RESIDENTIAL: 'Multi-unit residential building',
cte.SINGLE_FAMILY_HOUSE: 'Multi-unit residential building',
cte.MULTI_FAMILY_HOUSE: 'Multi-unit residential building',
cte.ROW_HOUSE: 'Multi-unit residential building',
cte.MID_RISE_APARTMENT: 'Multi-unit residential building',
cte.HIGH_RISE_APARTMENT: 'Multi-unit residential building',
cte.OFFICE_AND_ADMINISTRATION: 'Office',
cte.SMALL_OFFICE: 'Office',
cte.MEDIUM_OFFICE: 'Office',
cte.LARGE_OFFICE: 'Office',
cte.COURTHOUSE: 'Courthouse',
cte.FIRE_STATION: 'Fire station',
cte.PENITENTIARY: 'Penitentiary',
cte.POLICE_STATION: 'Police station',
cte.POST_OFFICE: 'Post office',
cte.LIBRARY: 'Library',
cte.EDUCATION: 'School/university',
cte.PRIMARY_SCHOOL: 'School/university',
cte.PRIMARY_SCHOOL_WITH_SHOWER: 'School/university',
cte.SECONDARY_SCHOOL: 'School/university',
cte.UNIVERSITY: 'School/university',
cte.LABORATORY_AND_RESEARCH_CENTER: 'School/university',
cte.STAND_ALONE_RETAIL: 'Retail area',
cte.HOSPITAL: 'Hospital',
cte.OUT_PATIENT_HEALTH_CARE: 'Health care clinic',
cte.HEALTH_CARE: 'Health care clinic',
cte.RETIREMENT_HOME_OR_ORPHANAGE: 'Health care clinic',
cte.COMMERCIAL: 'Retail area',
cte.STRIP_MALL: 'Retail area',
cte.SUPERMARKET: 'Retail area',
cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'Retail area',
cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'Retail area',
cte.RESTAURANT: 'Dining - bar lounge/leisure',
cte.QUICK_SERVICE_RESTAURANT: 'Dining - cafeteria/fast food',
cte.FULL_SERVICE_RESTAURANT: 'Dining - bar lounge/leisure',
cte.HOTEL: 'Hotel/Motel',
cte.HOTEL_MEDIUM_CLASS: 'Hotel/Motel',
cte.SMALL_HOTEL: 'Hotel/Motel',
cte.LARGE_HOTEL: 'Hotel/Motel',
cte.DORMITORY: 'Dormitory',
cte.EVENT_LOCATION: 'Convention centre',
cte.CONVENTION_CENTER: 'Convention centre',
cte.HALL: 'Town hall',
cte.GREEN_HOUSE: 'n/a',
cte.INDUSTRY: 'Manufacturing facility',
cte.WORKSHOP: 'Workshop',
cte.WAREHOUSE: 'Warehouse',
cte.WAREHOUSE_REFRIGERATED: 'Warehouse',
cte.SPORTS_LOCATION: 'Exercise centre',
cte.SPORTS_ARENA: 'Sports arena',
cte.GYMNASIUM: 'Gymnasium',
cte.MOTION_PICTURE_THEATRE: 'Motion picture theatre',
cte.MUSEUM: 'Museum',
cte.PERFORMING_ARTS_THEATRE: 'Performing arts theatre',
cte.TRANSPORTATION: 'Transportation facility',
cte.AUTOMOTIVE_FACILITY: 'Automotive facility',
cte.PARKING_GARAGE: 'Storage garage',
cte.RELIGIOUS: 'Religious building',
cte.NON_HEATED: 'n/a',
cte.DATACENTER: 'n/a',
cte.FARM: 'n/a'
}
@property
def dictionary(self) -> dict:
"""
Get the dictionary
:return: {}
"""
return self._dictionary

1
hub/helpers/data/montreal_function_to_hub_function.py
View File

@ -33,6 +33,7 @@ class MontrealFunctionToHubFunction:
'6911': cte.CONVENTION_CENTER,
'9510': cte.RESIDENTIAL,
'1990': cte.MID_RISE_APARTMENT,
'2100': cte.HIGH_RISE_APARTMENT,
'1923': cte.NON_HEATED,
'7222': cte.SPORTS_LOCATION,
'5002': cte.STRIP_MALL,

20
hub/helpers/dictionaries.py
View File

@ -13,11 +13,15 @@ from hub.helpers.data.alkis_function_to_hub_function import AlkisFunctionToHubFu
from hub.helpers.data.pluto_function_to_hub_function import PlutoFunctionToHubFunction
from hub.helpers.data.hub_function_to_nrel_construction_function import HubFunctionToNrelConstructionFunction
from hub.helpers.data.hub_function_to_nrcan_construction_function import HubFunctionToNrcanConstructionFunction
from hub.helpers.data.hub_function_to_cerc_construction_function import HubFunctionToCercConstructionFunction
from hub.helpers.data.hub_function_to_eilat_construction_function import HubFunctionToEilatConstructionFunction
from hub.helpers.data.hub_usage_to_comnet_usage import HubUsageToComnetUsage
from hub.helpers.data.hub_usage_to_hft_usage import HubUsageToHftUsage
from hub.helpers.data.hub_usage_to_nrcan_usage import HubUsageToNrcanUsage
from hub.helpers.data.hub_usage_to_eilat_usage import HubUsageToEilatUsage
from hub.helpers.data.hub_usage_to_cerc_usage import HubUsageToCercUsage
from hub.helpers.data.montreal_system_to_hub_energy_generation_system import MontrealSystemToHubEnergyGenerationSystem
from hub.helpers.data.montreal_generation_system_to_hub_energy_generation_system import MontrealGenerationSystemToHubEnergyGenerationSystem
from hub.helpers.data.montreal_demand_type_to_hub_energy_demand_type import MontrealDemandTypeToHubEnergyDemandType
@ -56,7 +60,13 @@ class Dictionaries:
:return: dict
"""
return HubUsageToNrcanUsage().dictionary
@property
def hub_usage_to_cerc_usage(self) -> dict:
"""
Get hub usage to CERC usage, transformation dictionary
:return: dict
"""
return HubUsageToCercUsage().dictionary
@property
def hub_usage_to_eilat_usage(self) -> dict:
"""
@ -80,7 +90,13 @@ class Dictionaries:
:return: dict
"""
return HubFunctionToEilatConstructionFunction().dictionary
@property
def hub_function_to_cerc_construction_function(self) -> dict:
"""
Get hub function to Cerc construction function, transformation dictionary (copy of HubFunctionToNrcanConstructionFunction)
:return: dict
"""
return HubFunctionToCercConstructionFunction().dictionary
@property
def hub_function_to_nrel_construction_function(self) -> dict:
"""

107
hub/imports/construction/cerc_physics_parameters.py Normal file
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@ -0,0 +1,107 @@
"""
CercPhysicsParameters import the construction and material information defined by Cerc
this is a copy of NrcanPhysicsParameters.py with the necessary changes to adapt it to the Cerc catalog
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
"""
import logging
from hub.catalog_factories.construction_catalog_factory import ConstructionCatalogFactory
from hub.city_model_structure.building_demand.thermal_archetype import ThermalArchetype
from hub.city_model_structure.building_demand.construction import Construction
from hub.city_model_structure.building_demand.layer import Layer
from hub.helpers.dictionaries import Dictionaries
from hub.imports.construction.helpers.construction_helper import ConstructionHelper
class CercPhysicsParameters:
"""
CercPhysicsParameters class
"""
def __init__(self, city, divide_in_storeys=False):
self._city = city
self._divide_in_storeys = divide_in_storeys
self._climate_zone = ConstructionHelper.city_to_nrcan_climate_zone(city.climate_reference_city)
def enrich_buildings(self):
"""
Returns the city with the construction parameters assigned to the buildings
"""
city = self._city
cerc_catalog = ConstructionCatalogFactory('cerc').catalog
for building in city.buildings:
if building.function not in Dictionaries().hub_function_to_cerc_construction_function:
logging.error('Building %s has an unknown building function %s', building.name, building.function)
continue
function = Dictionaries().hub_function_to_cerc_construction_function[building.function]
try:
archetype = self._search_archetype(cerc_catalog, function, building.year_of_construction, self._climate_zone)
except KeyError:
logging.error('Building %s has unknown construction archetype for building function: %s '
'[%s], building year of construction: %s and climate zone %s', building.name, function,
building.function, building.year_of_construction, self._climate_zone)
continue
thermal_archetype = ThermalArchetype()
self._assign_values(thermal_archetype, archetype)
for internal_zone in building.internal_zones:
internal_zone.thermal_archetype = thermal_archetype
@staticmethod
def _search_archetype(cerc_catalog, function, year_of_construction, climate_zone):
cerc_archetypes = cerc_catalog.entries('archetypes')
for building_archetype in cerc_archetypes:
construction_period_limits = building_archetype.construction_period.split('_')
if int(construction_period_limits[0]) <= int(year_of_construction) <= int(construction_period_limits[1]):
if str(function) == str(building_archetype.function) and climate_zone == str(building_archetype.climate_zone):
return building_archetype
raise KeyError('archetype not found')
@staticmethod
def _assign_values(thermal_archetype, catalog_archetype):
thermal_archetype.average_storey_height = catalog_archetype.average_storey_height
thermal_archetype.extra_loses_due_to_thermal_bridges = catalog_archetype.extra_loses_due_to_thermal_bridges
thermal_archetype.thermal_capacity = catalog_archetype.thermal_capacity
thermal_archetype.indirect_heated_ratio = 0
thermal_archetype.infiltration_rate_for_ventilation_system_on = catalog_archetype.infiltration_rate_for_ventilation_system_on
thermal_archetype.infiltration_rate_for_ventilation_system_off = catalog_archetype.infiltration_rate_for_ventilation_system_off
_constructions = []
for catalog_construction in catalog_archetype.constructions:
construction = Construction()
construction.type = catalog_construction.type
construction.name = catalog_construction.name
if catalog_construction.window_ratio is not None:
for _orientation in catalog_construction.window_ratio:
if catalog_construction.window_ratio[_orientation] is None:
catalog_construction.window_ratio[_orientation] = 0
construction.window_ratio = catalog_construction.window_ratio
_layers = []
for layer_archetype in catalog_construction.layers:
layer = Layer()
layer.thickness = layer_archetype.thickness
archetype_material = layer_archetype.material
layer.material_name = archetype_material.name
layer.no_mass = archetype_material.no_mass
if archetype_material.no_mass:
layer.thermal_resistance = archetype_material.thermal_resistance
else:
layer.density = archetype_material.density
layer.conductivity = archetype_material.conductivity
layer.specific_heat = archetype_material.specific_heat
layer.solar_absorptance = archetype_material.solar_absorptance
layer.thermal_absorptance = archetype_material.thermal_absorptance
layer.visible_absorptance = archetype_material.visible_absorptance
_layers.append(layer)
construction.layers = _layers
if catalog_construction.window is not None:
window_archetype = catalog_construction.window
construction.window_frame_ratio = window_archetype.frame_ratio
construction.window_g_value = window_archetype.g_value
construction.window_overall_u_value = window_archetype.overall_u_value
_constructions.append(construction)
thermal_archetype.constructions = _constructions

11
hub/imports/construction_factory.py
View File

@ -10,6 +10,8 @@ from hub.helpers.utils import validate_import_export_type
from hub.imports.construction.nrcan_physics_parameters import NrcanPhysicsParameters
from hub.imports.construction.nrel_physics_parameters import NrelPhysicsParameters
from hub.imports.construction.eilat_physics_parameters import EilatPhysicsParameters
from hub.imports.construction.cerc_physics_parameters import CercPhysicsParameters
class ConstructionFactory:
@ -38,6 +40,15 @@ class ConstructionFactory:
self._city.level_of_detail.construction = 2
for building in self._city.buildings:
building.level_of_detail.construction = 2
def _cerc(self):
"""
Enrich the city by using CERC information
"""
CercPhysicsParameters(self._city).enrich_buildings()
self._city.level_of_detail.construction = 2
for building in self._city.buildings:
building.level_of_detail.construction = 2
def _eilat(self):
"""

15
hub/imports/geometry/geojson.py
View File

@ -127,6 +127,10 @@ class Geojson:
function = None
if self._function_field is not None:
function = str(feature['properties'][self._function_field])
if function == '1000':
height = float(feature['properties'][self._extrusion_height_field])
function = self._define_building_function(height, function)
if function == 'Mixed use' or function == 'mixed use':
function_parts = []
if 'usages' in feature['properties']:
@ -350,3 +354,14 @@ class Geojson:
building.add_alias(alias)
building.volume = volume
return building
def _define_building_function(self, height, function):
if height < 10:
return '1100'
if height < 20 and height > 10:
return '1990'
if height > 20:
return '2100'
else:
return '1000'

110
hub/imports/retrofit_factory.py Normal file
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@ -0,0 +1,110 @@
"""
RetrofitFactory retrieve the specific construction module for the given region
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2024 Concordia CERC group
Project Coder mohamed Osman mohamed.osman@mail.concordia.ca
"""
from hub.city_model_structure.building import Building
from hub.city_model_structure.city import City
import hub.helpers.constants as cte
# from hub.data.retrofit_data import retrofit_data
class RetrofitFactory:
def __init__(self, retrofit_data, city):
"""
:param retrofit_data: Dictionary mapping building IDs to their retrofit data.
:param city: The City object containing the buildings to retrofit.
"""
self._retrofit_data = retrofit_data
self._city = city
def enrich(self):
for building in self._city.buildings:
building_id = str(building.name) # Convert ID to string to match JSON keys
if building_id in self._retrofit_data:
print(f"Applying retrofits to building ID {building_id}")
building_retrofit_data = self._retrofit_data[building_id]
retrofit_types = building_retrofit_data.get('retrofit_types', [])
self._apply_retrofits_to_building(building, retrofit_types, building_retrofit_data)
else:
print(f"No retrofit data for building ID {building_id}")
def _apply_retrofits_to_building(self, building, retrofit_types, retrofit_params):
if 'construction' in retrofit_types:
self._apply_construction_retrofit_to_building(building, retrofit_params)
if 'infiltration' in retrofit_types:
self._reduce_infiltration_rate_by_percentage(building, retrofit_params)
if 'windows' in retrofit_types:
self._apply_window_retrofit_to_building(building, retrofit_params)
def _apply_construction_retrofit_to_building(self, building: Building, retrofit_params):
wall_u_value = retrofit_params.get('wall_u_value')
roof_u_value = retrofit_params.get('roof_u_value')
ground_u_value = retrofit_params.get('ground_u_value')
for thermal_zone in building.thermal_zones_from_internal_zones:
for thermal_boundary in thermal_zone.thermal_boundaries:
if wall_u_value is not None and thermal_boundary.type == cte.WALL and thermal_boundary.u_value > wall_u_value:
self._change_thermal_resistance(thermal_boundary, wall_u_value)
thermal_boundary.u_value = wall_u_value
print(f"Updated wall U-value to {wall_u_value} in building {building.name}")
elif roof_u_value is not None and thermal_boundary.type == cte.ROOF and thermal_boundary.u_value > roof_u_value:
self._change_thermal_resistance(thermal_boundary, roof_u_value)
thermal_boundary.u_value = roof_u_value
print(f"Updated roof U-value to {roof_u_value} in building {building.name}")
elif ground_u_value is not None and thermal_boundary.type == cte.GROUND and thermal_boundary.u_value > ground_u_value:
self._change_thermal_resistance(thermal_boundary, ground_u_value)
thermal_boundary.u_value = ground_u_value
print(f"Updated ground U-value to {ground_u_value} in building {building.name}")
def _change_thermal_resistance(self, thermal_boundary, new_u_value):
old_u_value = thermal_boundary.u_value
if new_u_value < old_u_value:
delta_r = (1 / new_u_value) - (1 / old_u_value)
for layer in thermal_boundary.layers:
if "virtual_no_mass" in layer.material_name.lower():
new_thermal_resistance = layer.thermal_resistance + delta_r
layer.thermal_resistance = new_thermal_resistance
print(f"Increased thermal resistance by {delta_r} in layer {layer.material_name}")
else:
print(f"New U-value {new_u_value} is not less than old U-value {old_u_value} for thermal boundary type {thermal_boundary.type}")
def _reduce_infiltration_rate_by_percentage(self, building: Building, retrofit_params):
percentage = retrofit_params.get('infiltration_reduction')
if percentage is None:
return
for thermal_zone in building.thermal_zones_from_internal_zones:
thermal_archetype = thermal_zone.parent_internal_zone.thermal_archetype
old_rate = thermal_archetype.infiltration_rate_for_ventilation_system_off
new_rate = old_rate * (1 - percentage / 100)
thermal_archetype.infiltration_rate_for_ventilation_system_off = new_rate
print(f"Reduced infiltration rate from {old_rate} to {new_rate} in building {building.name}")
def _apply_window_retrofit_to_building(self, building: Building, retrofit_params):
overall_u_value = retrofit_params.get('window_u_value')
g_value = retrofit_params.get('window_g_value')
for thermal_zone in building.thermal_zones_from_internal_zones:
for thermal_boundary in thermal_zone.thermal_boundaries:
if thermal_boundary.type == cte.WALL:
construction_archetype = thermal_boundary._construction_archetype
construction_archetype.window_overall_u_value = overall_u_value
construction_archetype.window_g_value = g_value
if hasattr(thermal_boundary, 'thermal_openings') and thermal_boundary.thermal_openings:
for opening in thermal_boundary.thermal_openings:
if overall_u_value is not None and overall_u_value != 0:
old_u_value = opening.overall_u_value
opening.overall_u_value = overall_u_value
print(f"Changed window U-value from {old_u_value} to {opening.overall_u_value} in building {building.name}")
if g_value is not None and g_value != 0:
old_g_value = opening.g_value
opening.g_value = g_value
print(f"Changed window g-value from {old_g_value} to {opening.g_value} in building {building.name}")
else:
print(f"No thermal openings in thermal boundary {thermal_boundary} of type {thermal_boundary.type} in building {building.name}")
else:
# Skip thermal boundaries that are not walls
continue

105
hub/imports/retrofit_factory_virtual.py Normal file
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@ -0,0 +1,105 @@
from hub.city_model_structure.building import Building
from hub.city_model_structure.city import City
import hub.helpers.constants as cte
class RetrofitFactory:
def __init__(self, retrofit_data, city):
"""
:param retrofit_data: Dictionary mapping building IDs to their retrofit data.
:param city: The City object containing the buildings to retrofit.
"""
self._retrofit_data = retrofit_data
self._city = city
def enrich(self):
for building in self._city.buildings:
building_id = str(building.name) # Convert ID to string to match JSON keys
if building_id in self._retrofit_data:
print(f"Applying retrofits to building ID {building_id}")
building_retrofit_data = self._retrofit_data[building_id]
retrofit_types = building_retrofit_data.get('retrofit_types', [])
self._apply_retrofits_to_building(building, retrofit_types, building_retrofit_data)
else:
print(f"No retrofit data for building ID {building_id}")
def _apply_retrofits_to_building(self, building, retrofit_types, retrofit_params):
if 'construction' in retrofit_types:
self._apply_construction_retrofit_to_building(building, retrofit_params)
if 'infiltration' in retrofit_types:
self._reduce_infiltration_rate_by_percentage(building, retrofit_params)
if 'windows' in retrofit_types:
self._apply_window_retrofit_to_building(building, retrofit_params)
def _apply_construction_retrofit_to_building(self, building: Building, retrofit_params):
wall_u_value = retrofit_params.get('wall_u_value')
roof_u_value = retrofit_params.get('roof_u_value')
ground_u_value = retrofit_params.get('ground_u_value')
for thermal_zone in building.thermal_zones_from_internal_zones:
for thermal_boundary in thermal_zone.thermal_boundaries:
if wall_u_value is not None and thermal_boundary.type == cte.WALL and thermal_boundary.u_value > wall_u_value:
self._change_thermal_resistance(thermal_boundary, wall_u_value)
thermal_boundary.u_value = wall_u_value
print(f"Updated wall U-value to {wall_u_value} in building {building.name}")
elif roof_u_value is not None and thermal_boundary.type == cte.ROOF and thermal_boundary.u_value > roof_u_value:
self._change_thermal_resistance(thermal_boundary, roof_u_value)
thermal_boundary.u_value = roof_u_value
print(f"Updated roof U-value to {roof_u_value} in building {building.name}")
elif ground_u_value is not None and thermal_boundary.type == cte.GROUND and thermal_boundary.u_value > ground_u_value:
self._change_thermal_resistance(thermal_boundary, ground_u_value)
thermal_boundary.u_value = ground_u_value
print(f"Updated ground U-value to {ground_u_value} in building {building.name}")
def _change_thermal_resistance(self, thermal_boundary, new_u_value):
old_u_value = thermal_boundary.u_value
if new_u_value < old_u_value:
delta_r = (1 / new_u_value) - (1 / old_u_value)
for layer in thermal_boundary.layers:
if "virtual_no_mass" in layer.material_name.lower():
new_thermal_resistance = layer.thermal_resistance + delta_r
layer.thermal_resistance = new_thermal_resistance
print(f"Increased thermal resistance by {delta_r} in layer {layer.material_name}")
else:
print(f"New U-value {new_u_value} is not less than old U-value {old_u_value} for thermal boundary type {thermal_boundary.type}")
def _reduce_infiltration_rate_by_percentage(self, building: Building, retrofit_params):
percentage = retrofit_params.get('infiltration_reduction')
if percentage is None:
return
for thermal_zone in building.thermal_zones_from_internal_zones:
#change infiltration rate in thermal_zone.parent_internal_zone.thermal_archetype.
thermal_archetype = thermal_zone.parent_internal_zone.thermal_archetype
old_rate = thermal_archetype.infiltration_rate_for_ventilation_system_off
new_rate = old_rate * (1 - percentage / 100)
thermal_archetype.infiltration_rate_for_ventilation_system_off = new_rate
print(f"Reduced infiltration rate from {old_rate} to {new_rate} in building {building.name}")
def _apply_window_retrofit_to_building(self, building: Building, retrofit_params):
overall_u_value = retrofit_params.get('window_u_value')
g_value = retrofit_params.get('window_g_value')
for thermal_zone in building.thermal_zones_from_internal_zones:
for thermal_boundary in thermal_zone.thermal_boundaries:
if thermal_boundary.type == cte.WALL:
#change window u_value and g_value in _construction_archetype
construction_archetype = thermal_boundary._construction_archetype
construction_archetype.window_overall_u_value = overall_u_value
construction_archetype.window_g_value = g_value
if hasattr(thermal_boundary, 'thermal_openings') and thermal_boundary.thermal_openings:
for opening in thermal_boundary.thermal_openings:
if overall_u_value is not None and overall_u_value != 0:
old_u_value = opening.overall_u_value
opening.overall_u_value = overall_u_value
print(f"Changed window U-value from {old_u_value} to {opening.overall_u_value} in building {building.name}")
if g_value is not None and g_value != 0:
old_g_value = opening.g_value
opening.g_value = g_value
print(f"Changed window g-value from {old_g_value} to {opening.g_value} in building {building.name}")
else:
print(f"No thermal openings in thermal boundary {thermal_boundary} of type {thermal_boundary.type} in building {building.name}")
else:
# Skip thermal boundaries that are not walls
continue

199
hub/imports/usage/cerc_usage_parameters.py Normal file
View File

@ -0,0 +1,199 @@
"""
NrcanUsageParameters extracts the usage properties from NRCAN catalog and assigns to each building
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2022 Concordia CERC group
Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
"""
import logging
import hub.helpers.constants as cte
from hub.helpers.dictionaries import Dictionaries
from hub.city_model_structure.building_demand.usage import Usage
from hub.city_model_structure.building_demand.lighting import Lighting
from hub.city_model_structure.building_demand.occupancy import Occupancy
from hub.city_model_structure.building_demand.appliances import Appliances
from hub.city_model_structure.building_demand.thermal_control import ThermalControl
from hub.city_model_structure.building_demand.domestic_hot_water import DomesticHotWater
from hub.catalog_factories.usage_catalog_factory import UsageCatalogFactory
class CercUsageParameters:
"""
CercUsageParameters class (Copy of NrcanUsageParameters)
"""
def __init__(self, city):
self._city = city
def enrich_buildings(self):
"""
Returns the city with the usage parameters assigned to the buildings
:return:
"""
city = self._city
cerc_catalog = UsageCatalogFactory('cerc').catalog
comnet_catalog = UsageCatalogFactory('comnet').catalog
for building in city.buildings:
usage_name = Dictionaries().hub_usage_to_cerc_usage[building.function]
try:
archetype_usage = self._search_archetypes(cerc_catalog, usage_name)
except KeyError:
logging.error('Building %s has unknown usage archetype for usage %s', building.name, usage_name)
continue
comnet_usage_name = Dictionaries().hub_usage_to_comnet_usage[building.function]
try:
comnet_archetype_usage = self._search_archetypes(comnet_catalog, comnet_usage_name)
except KeyError:
logging.error('Building %s has unknown usage archetype for usage %s', building.name, comnet_usage_name)
continue
for internal_zone in building.internal_zones:
if len(building.internal_zones) > 1:
volume_per_area = 0
if internal_zone.area is None:
logging.error('Building %s has internal zone area not defined, ACH cannot be calculated for usage %s',
building.name, usage_name)
continue
if internal_zone.volume is None:
logging.error('Building %s has internal zone volume not defined, ACH cannot be calculated for usage %s',
building.name, usage_name)
continue
if internal_zone.area <= 0:
logging.error('Building %s has internal zone area equal to 0, ACH cannot be calculated for usage %s',
building.name, usage_name)
continue
volume_per_area += internal_zone.volume / internal_zone.area
else:
if building.storeys_above_ground is None:
logging.error('Building %s no number of storeys assigned, ACH cannot be calculated for usage %s',
building.name, usage_name)
continue
volume_per_area = building.volume / building.floor_area / building.storeys_above_ground
usage = Usage()
usage.name = usage_name
self._assign_values(usage, archetype_usage, volume_per_area, building.cold_water_temperature)
self._assign_comnet_extra_values(usage, comnet_archetype_usage, archetype_usage.occupancy.occupancy_density)
usage.percentage = 1
self._calculate_reduced_values_from_extended_library(usage, archetype_usage)
internal_zone.usages = [usage]
@staticmethod
def _search_archetypes(catalog, usage_name):
archetypes = catalog.entries('archetypes').usages
for building_archetype in archetypes:
if str(usage_name) == str(building_archetype.name):
return building_archetype
raise KeyError('archetype not found')
@staticmethod
def _assign_values(usage, archetype, volume_per_area, cold_water_temperature):
if archetype.mechanical_air_change > 0:
# 1/s
usage.mechanical_air_change = archetype.mechanical_air_change
elif archetype.ventilation_rate > 0:
# m3/m2.s to 1/s
usage.mechanical_air_change = archetype.ventilation_rate / volume_per_area
else:
usage.mechanical_air_change = 0
_occupancy = Occupancy()
_occupancy.occupancy_density = archetype.occupancy.occupancy_density
_occupancy.sensible_radiative_internal_gain = archetype.occupancy.sensible_radiative_internal_gain
_occupancy.latent_internal_gain = archetype.occupancy.latent_internal_gain
_occupancy.sensible_convective_internal_gain = archetype.occupancy.sensible_convective_internal_gain
_occupancy.occupancy_schedules = archetype.occupancy.schedules
usage.occupancy = _occupancy
_lighting = Lighting()
_lighting.density = archetype.lighting.density
_lighting.convective_fraction = archetype.lighting.convective_fraction
_lighting.radiative_fraction = archetype.lighting.radiative_fraction
_lighting.latent_fraction = archetype.lighting.latent_fraction
_lighting.schedules = archetype.lighting.schedules
usage.lighting = _lighting
_appliances = Appliances()
_appliances.density = archetype.appliances.density
_appliances.convective_fraction = archetype.appliances.convective_fraction
_appliances.radiative_fraction = archetype.appliances.radiative_fraction
_appliances.latent_fraction = archetype.appliances.latent_fraction
_appliances.schedules = archetype.appliances.schedules
usage.appliances = _appliances
_control = ThermalControl()
_control.cooling_set_point_schedules = archetype.thermal_control.cooling_set_point_schedules
_control.heating_set_point_schedules = archetype.thermal_control.heating_set_point_schedules
_control.hvac_availability_schedules = archetype.thermal_control.hvac_availability_schedules
usage.thermal_control = _control
_domestic_hot_water = DomesticHotWater()
_domestic_hot_water.peak_flow = archetype.domestic_hot_water.peak_flow
_domestic_hot_water.service_temperature = archetype.domestic_hot_water.service_temperature
density = None
if len(cold_water_temperature) > 0:
cold_temperature = cold_water_temperature[cte.YEAR][0]
density = (
archetype.domestic_hot_water.peak_flow * cte.WATER_DENSITY * cte.WATER_HEAT_CAPACITY *
(archetype.domestic_hot_water.service_temperature - cold_temperature)
)
_domestic_hot_water.density = density
_domestic_hot_water.schedules = archetype.domestic_hot_water.schedules
usage.domestic_hot_water = _domestic_hot_water
@staticmethod
def _assign_comnet_extra_values(usage, archetype, occupancy_density):
_occupancy = usage.occupancy
archetype_density = archetype.occupancy.occupancy_density
if archetype_density == 0:
_occupancy.sensible_radiative_internal_gain = 0
_occupancy.latent_internal_gain = 0
_occupancy.sensible_convective_internal_gain = 0
else:
_occupancy.sensible_radiative_internal_gain = archetype.occupancy.sensible_radiative_internal_gain \
* occupancy_density / archetype_density
_occupancy.latent_internal_gain = archetype.occupancy.latent_internal_gain * occupancy_density / archetype_density
_occupancy.sensible_convective_internal_gain = (
archetype.occupancy.sensible_convective_internal_gain * occupancy_density / archetype_density
)
@staticmethod
def _calculate_reduced_values_from_extended_library(usage, archetype):
number_of_days_per_type = {'WD': 251, 'Sat': 52, 'Sun': 62}
total = 0
for schedule in archetype.thermal_control.hvac_availability_schedules:
if schedule.day_types[0] == cte.SATURDAY:
for value in schedule.values:
total += value * number_of_days_per_type['Sat']
elif schedule.day_types[0] == cte.SUNDAY:
for value in schedule.values:
total += value * number_of_days_per_type['Sun']
else:
for value in schedule.values:
total += value * number_of_days_per_type['WD']
usage.hours_day = total / 365
usage.days_year = 365
max_heating_setpoint = cte.MIN_FLOAT
min_heating_setpoint = cte.MAX_FLOAT
for schedule in archetype.thermal_control.heating_set_point_schedules:
if schedule.values is None:
max_heating_setpoint = None
min_heating_setpoint = None
break
if max(schedule.values) > max_heating_setpoint:
max_heating_setpoint = max(schedule.values)
if min(schedule.values) < min_heating_setpoint:
min_heating_setpoint = min(schedule.values)
min_cooling_setpoint = cte.MAX_FLOAT
for schedule in archetype.thermal_control.cooling_set_point_schedules:
if schedule.values is None:
min_cooling_setpoint = None
break
if min(schedule.values) < min_cooling_setpoint:
min_cooling_setpoint = min(schedule.values)
usage.thermal_control.mean_heating_set_point = max_heating_setpoint
usage.thermal_control.heating_set_back = min_heating_setpoint
usage.thermal_control.mean_cooling_set_point = min_cooling_setpoint

13
hub/imports/usage_factory.py
View File

@ -9,6 +9,8 @@ Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concord
from hub.helpers.utils import validate_import_export_type
from hub.imports.usage.comnet_usage_parameters import ComnetUsageParameters
from hub.imports.usage.nrcan_usage_parameters import NrcanUsageParameters
from hub.imports.usage.cerc_usage_parameters import CercUsageParameters
from hub.imports.usage.eilat_usage_parameters import EilatUsageParameters
@ -38,7 +40,16 @@ class UsageFactory:
self._city.level_of_detail.usage = 2
for building in self._city.buildings:
building.level_of_detail.usage = 2
def _cerc(self):
"""
Enrich the city with cerc usage library (copy of NRCAN)
"""
CercUsageParameters(self._city).enrich_buildings()
self._city.level_of_detail.usage = 2
for building in self._city.buildings:
building.level_of_detail.usage = 2
def _eilat(self):
"""
Enrich the city with Eilat usage library

46
input_files/OMHM_results_modified.geojson Normal file
View File

@ -0,0 +1,46 @@
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"type": "FeatureCollection",
"name": "OMHM_results_modified",
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]
}

135
input_files/input_buildings.geojson Normal file
View File

@ -0,0 +1,135 @@
{
"type": "FeatureCollection",
"features": [
{
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"coordinates": [
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"id": 175785,
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"address": "rue Victor-Hugo (MTL) 1630",
"function": "1000",
"height": 12,
"year_of_construction": 1950
}
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}
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52
input_files/input_one_buildings.geojson Normal file
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{
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"year_of_construction": 2010
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135
input_files/output_buildings.geojson Normal file
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@ -0,0 +1,135 @@
{
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}
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}

20
input_files/retrofit_scenarios.json Normal file
View File

@ -0,0 +1,20 @@
{
"175785": {
"retrofit_types": ["construction", "windows", "infiltration"],
"wall_u_value": 0.2,
"roof_u_value": 0.15,
"ground_u_value": 0.18,
"infiltration_reduction": 30,
"window_u_value": 0.8,
"window_g_value": 0.4
},
"176293": {
"retrofit_types": ["windows"],
"window_u_value": 1.3,
"window_g_value": 0.5
},
"182393": {
"retrofit_types": ["infiltration"],
"infiltration_reduction": 25
}
}

16
main.py
View File

@ -6,11 +6,17 @@ 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.retrofit_factory import RetrofitFactory
import json
# Specify the GeoJSON file path
input_files_path = (Path(__file__).parent / 'input_files')
input_files_path.mkdir(parents=True, exist_ok=True)
geojson_file = process_geojson(x=-73.5681295982132, y=45.49218262677643, diff=0.0001)
geojson_file_path = input_files_path / 'output_buildings.geojson'
geojson_file_path = input_files_path / 'input_buildings.geojson'
retrofit_json_file_path = input_files_path / 'retrofit_scenarios.json'
with open(retrofit_json_file_path, 'r') as f:
retrofit_data = json.load(f)
output_path = (Path(__file__).parent / 'out_files').resolve()
output_path.mkdir(parents=True, exist_ok=True)
# Create city object from GeoJSON file
@ -21,8 +27,12 @@ city = GeometryFactory('geojson',
function_field='function',
function_to_hub=Dictionaries().montreal_function_to_hub_function).city
# Enrich city data
ConstructionFactory('nrcan', city).enrich()
UsageFactory('nrcan', city).enrich()
ConstructionFactory('cerc', city).enrich()
UsageFactory('cerc', city).enrich()
RetrofitFactory(retrofit_data, city).enrich()
WeatherFactory('epw', city).enrich()
energy_plus_workflow(city)