Retrofit_window and infiltration

This commit is contained in:
Mohamed_Osman 2024-09-22 13:51:59 -04:00
parent 935be00794
commit 6419ac3dc6
4 changed files with 248 additions and 82 deletions

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@ -1,36 +1,90 @@
# from hub.city_model_structure.building import Building
# from hub.city_model_structure.city import City
# import hub.helpers.constants as cte
# import copy
# class RetrofitFactory:
# def __init__(self, retrofit_type, city):
# self._retrofit_type = retrofit_type
# self._city = city
# def apply_retrofit(self, wall_u_value=None, roof_u_value=None, ground_u_value=None):
# for building in self._city.buildings:
# self._apply_retrofit_to_building(building, wall_u_value, roof_u_value, ground_u_value)
# def _apply_retrofit_to_building(self, building: Building, wall_u_value, roof_u_value, 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
# elif roof_u_value is not None and thermal_boundary.type == cte.ROOF:
# self._change_thermal_resistance(thermal_boundary, roof_u_value)
# thermal_boundary.u_value = roof_u_value
# elif ground_u_value is not None and thermal_boundary.type == cte.GROUND:
# self._change_thermal_resistance(thermal_boundary, ground_u_value)
# thermal_boundary.u_value = ground_u_value
# print("thermal_boundary.u_value",thermal_boundary.u_value, thermal_boundary.type)
# def _change_thermal_resistance(self, thermal_boundary, new_u_value):
# old_u_value = thermal_boundary.u_value
# new_u_value = new_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
# else:
# print("New U-value:", new_u_value, "is not less than old U-value:", old_u_value, "for thermal boundary type:", thermal_boundary.type)
# def enrich(self, wall_u_value=None, roof_u_value=None, ground_u_value=None):
# # This method can be expanded to include different retrofit strategies
# if self._retrofit_type == 'basic':
# self.apply_retrofit(wall_u_value=0.247, roof_u_value=0.138, ground_u_value=0.156)
# elif self._retrofit_type == 'advanced':
# self.apply_retrofit(wall_u_value=0.11, roof_u_value=0.08, ground_u_value=0.1)
# #add option for custom wall only, roof only, ground only, the user choose the values
# elif self._retrofit_type == 'custom':
# # Use user-defined custom values (if provided)
# self.apply_retrofit(wall_u_value=wall_u_value, roof_u_value=roof_u_value, ground_u_value=ground_u_value)
# else:
# print("Invalid retrofit type:", self._retrofit_type)
from hub.city_model_structure.building import Building
from hub.city_model_structure.city import City
import hub.helpers.constants as cte
import copy
class RetrofitFactory:
def __init__(self, retrofit_type, city):
self._retrofit_type = retrofit_type
def __init__(self, retrofit_types, city):
"""
:param retrofit_types: List of retrofit types to apply. Options are 'construction', 'windows', 'infiltration'.
:param city: The City object containing the buildings to retrofit.
"""
self._retrofit_types = retrofit_types
self._city = city
def apply_retrofit(self, wall_u_value=None, roof_u_value=None, ground_u_value=None):
def apply_construction_retrofit(self, wall_u_value=None, roof_u_value=None, ground_u_value=None):
for building in self._city.buildings:
self._apply_retrofit_to_building(building, wall_u_value, roof_u_value, ground_u_value)
self._apply_construction_retrofit_to_building(building, wall_u_value, roof_u_value, ground_u_value)
def _apply_retrofit_to_building(self, building: Building, wall_u_value, roof_u_value, ground_u_value):
def _apply_construction_retrofit_to_building(self, building: Building, wall_u_value, roof_u_value, 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)
print("u_value",thermal_boundary.u_value)
thermal_boundary.u_value = wall_u_value
elif roof_u_value is not None and thermal_boundary.type == cte.ROOF:
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
elif ground_u_value is not None and thermal_boundary.type == cte.GROUND:
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("thermal_boundary.u_value",thermal_boundary.u_value, thermal_boundary.type)
print("thermal_boundary.u_value", thermal_boundary.u_value, thermal_boundary.type)
def _change_thermal_resistance(self, thermal_boundary, new_u_value):
old_u_value = thermal_boundary.u_value
new_u_value = new_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:
@ -40,9 +94,54 @@ class RetrofitFactory:
else:
print("New U-value:", new_u_value, "is not less than old U-value:", old_u_value, "for thermal boundary type:", thermal_boundary.type)
def enrich(self):
# This method can be expanded to include different retrofit strategies
if self._retrofit_type == 'basic':
self.apply_retrofit(wall_u_value=0.247, roof_u_value=0.138, ground_u_value=0.156)
elif self._retrofit_type == 'advanced':
self.apply_retrofit(wall_u_value=0.11, roof_u_value=0.08, ground_u_value=0.1)
def reduce_infiltration_rate_by_percentage(self, percentage):
"""
Reduce the infiltration_rate_system_off of each thermal zone by the given percentage.
:param percentage: Percentage by which to reduce the infiltration rate (e.g., 20 for 20%)
"""
for building in self._city.buildings:
for thermal_zone in building.thermal_zones_from_internal_zones:
old_rate = thermal_zone.infiltration_rate_system_off
new_rate = old_rate * (1 - percentage / 100)
thermal_zone.infiltration_rate_system_off = new_rate
print(f"Reduced infiltration rate from {old_rate} to {new_rate} in thermal zone {thermal_zone}")
def apply_window_retrofit(self, overall_u_value=None, g_value=None):
"""
Apply window retrofit by changing window overall U-value and g-value.
:param overall_u_value: New overall U-value for the windows (if not None).
:param g_value: New g-value (solar heat gain coefficient) for the windows (if not None).
"""
for building in self._city.buildings:
for thermal_zone in building.thermal_zones_from_internal_zones:
for thermal_boundary in thermal_zone.thermal_boundaries:
# Only apply to walls (and roofs if skylights are considered)
if thermal_boundary.type in [cte.WALL]: # Add cte.ROOF if skylights are present
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 overall_u_value from {old_u_value} to {opening.overall_u_value} in opening {opening}")
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 opening {opening}")
else:
print(f"No thermal openings in thermal boundary {thermal_boundary} of type {thermal_boundary.type}")
else:
# Skip thermal boundaries that are not walls or roofs
continue
def enrich(self, wall_u_value=None, roof_u_value=None, ground_u_value=None,
infiltration_rate_percentage_reduction=None,
window_overall_u_value=None, window_g_value=None):
"""
Apply selected retrofits to the city.
"""
if 'construction' in self._retrofit_types:
self.apply_construction_retrofit(wall_u_value, roof_u_value, ground_u_value)
if 'infiltration' in self._retrofit_types and infiltration_rate_percentage_reduction is not None:
self.reduce_infiltration_rate_by_percentage(infiltration_rate_percentage_reduction)
if 'windows' in self._retrofit_types:
self.apply_window_retrofit(overall_u_value=window_overall_u_value, g_value=window_g_value)

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@ -1,63 +1,105 @@
from hub.city_model_structure.building import Building
from hub.city_model_structure.city import City
from hub.city_model_structure.building_demand.thermal_archetype import ThermalArchetype
from hub.city_model_structure.building_demand.construction import Construction
from hub.catalog_factories.construction_catalog_factory import ConstructionCatalogFactory
import hub.helpers.constants as cte
class RetrofitFactoryVirtual:
def __init__(self, retrofit_type, city):
self._retrofit_type = retrofit_type
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
self._cerc_catalog = ConstructionCatalogFactory('cerc').catalog
def apply_retrofit(self, **u_values):
for building in self._city.buildings:
for internal_zone in building.internal_zones:
self._apply_retrofit_to_thermal_archetype(internal_zone.thermal_archetype, u_values)
def _apply_retrofit_to_thermal_archetype(self, thermal_archetype: ThermalArchetype, u_values):
for construction in thermal_archetype.constructions:
if construction.type in u_values and any(surface in construction.type.lower() for surface in ['wall', 'roof', 'ground']):
self._update_construction_u_value(construction, u_values[construction.type])
def _update_construction_u_value(self, construction: Construction, new_u_value):
virtual_no_mass_layer = next((layer for layer in construction.layers if "virtual_no_mass" in layer.material_name.lower()), None)
if virtual_no_mass_layer:
old_r_value = 1 / construction.u_value
new_r_value = 1 / new_u_value
delta_r = new_r_value - old_r_value
virtual_no_mass_layer.thermal_resistance += delta_r
print(f"Updated {construction.type} - New thermal resistance: {virtual_no_mass_layer.thermal_resistance}")
construction.u_value = new_u_value
def modify_thermal_resistance(self, new_thermal_resistance):
import sys
for building in self._city.buildings:
for zone in building.thermal_zones_from_internal_zones:
for boundary in zone.thermal_boundaries:
if any(surface in boundary.type.lower() for surface in ['wall', 'roof', 'ground']):
layers = getattr(boundary, 'get_layers', lambda: [])()
sys.stderr.write(f"Checking boundary type: {boundary.type}, found {len(layers)} layers\n")
for layer in layers:
if layer and hasattr(layer, 'material_name'):
sys.stderr.write(f"Checking layer: {layer.material_name}\n")
if "virtual_no_mass" in layer.material_name.lower():
layer.thermal_resistance = new_thermal_resistance
sys.stderr.write(f"Set thermal resistance to {new_thermal_resistance} for {layer.material_name} in {boundary.type}\n")
sys.stderr.flush()
def enrich(self):
if self._retrofit_type == 'basic':
self.apply_retrofit(
OutdoorsWall=0.85,
GroundWall=0.85,
OutdoorsRoofCeiling=0.95,
GroundRoofCeiling=0.95,
OutdoorsFloor=0.95,
GroundFloor=0.95
)
# After applying the retrofit, set a specific thermal resistance
self.modify_thermal_resistance(2.0)
# Add more retrofit types as needed
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

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@ -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": 1.1,
"window_g_value": 0.6
},
"175786": {
"retrofit_types": ["windows"],
"window_u_value": 1.3,
"window_g_value": 0.5
},
"175787": {
"retrofit_types": ["infiltration"],
"infiltration_reduction": 25
}
}

15
main.py
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@ -6,13 +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
from hub.imports.retrofit_factory_virtual 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 / 'input_one_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
@ -23,9 +27,10 @@ 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()
RetrofitFactory('basic', city).enrich()
ConstructionFactory('cerc', city).enrich()
UsageFactory('cerc', city).enrich()
# Apply retrofits based on JSON data using building IDs
RetrofitFactory(retrofit_data, city).enrich()
WeatherFactory('epw', city).enrich()
energy_plus_workflow(city)