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Upload heating_load.py
Browse files- utils/heating_load.py +155 -23
utils/heating_load.py
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"""
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-
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Implements ASHRAE steady-state methods with simplified thermal lag for compatibility.
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Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.
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"""
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from typing import Dict, List, Any, Optional, Tuple
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from utils.heat_transfer import HeatTransferCalculations
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# Import data modules
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from
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class HeatingLoadCalculator:
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adjusted_delta_t = delta_t * lag_factor
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load = self.heat_transfer.conduction_heat_transfer(wall.u_value, wall.area, adjusted_delta_t)
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return max(0, load)
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def calculate_roof_heating_load(self, roof: Roof, outdoor_temp: float, indoor_temp: float) -> float:
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adjusted_delta_t = delta_t * lag_factor
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load = self.heat_transfer.conduction_heat_transfer(roof.u_value, roof.area, adjusted_delta_t)
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return max(0, load)
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def calculate_floor_heating_load(self, floor: Floor, ground_temp: float, indoor_temp: float) -> float:
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if delta_t <= 1:
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return 0.0
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if floor
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# Dynamic F-factor based on insulation
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else:
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load = self.heat_transfer.conduction_heat_transfer(floor.u_value, floor.area, delta_t)
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if delta_t <= 1:
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return 0.0
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return max(0, load)
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def calculate_door_heating_load(self, door: Door, outdoor_temp: float, indoor_temp: float) -> float:
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if delta_t <= 1:
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return 0.0
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return max(0, load)
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def calculate_infiltration_heating_load(self, indoor_conditions: Dict[str, float],
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)
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total_pd = self.heat_transfer.combined_pressure_difference(wind_pd, stack_pd)
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#
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crack_length
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# Calculate humidity ratio difference
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w_indoor = self.psychrometrics.humidity_ratio(
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return max(0, sensible_load), max(0, latent_load)
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"""
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Calculate internal heat gains from people, lighting, and equipment.
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Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.4.
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Args:
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internal_loads: Internal loads (people, lights, equipment)
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Returns:
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Total internal gains in W
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"""
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total_gains = 0.0
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if equipment.get('power', 0) > 0:
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total_gains += equipment['power'] * equipment.get('use_factor', 0.7)
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def calculate_design_heating_load(self, building_components: Dict[str, List[Any]],
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outdoor_conditions: Dict[str, float],
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indoor_conditions: Dict[str, float],
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internal_loads: Dict[str, Any],
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p_atm: float = 101325
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"""
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Calculate design heating loads for all components.
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Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.
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indoor_conditions: Indoor conditions (temperature, relative_humidity)
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internal_loads: Internal loads (people, lights, equipment, infiltration, ventilation)
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p_atm: Atmospheric pressure in Pa (default: 101325 Pa)
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Returns:
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Dictionary of design loads in W
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'floors': 0.0,
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'windows': 0.0,
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'doors': 0.0,
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'infiltration_sensible': 0.0,
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'infiltration_latent': 0.0,
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'ventilation_sensible': 0.0,
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for door in building_components.get('doors', []):
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loads['doors'] += self.calculate_door_heating_load(door, outdoor_conditions['design_temperature'], indoor_conditions['temperature'])
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# Calculate infiltration and ventilation loads
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building_height = internal_loads.get('infiltration', {}).get('height', 3.0)
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infiltration_sensible, infiltration_latent = self.calculate_infiltration_heating_load(
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loads['ventilation_sensible'] = ventilation_sensible
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loads['ventilation_latent'] = ventilation_latent
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# Calculate internal gains (negative
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loads['internal_gains'] =
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return loads
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Returns:
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Summary dictionary with total, subtotal, and safety factor
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"""
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subtotal = sum(
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load for key, load in design_loads.items()
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if key not in ['internal_gains'] and load > 0
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)
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internal_gains = design_loads.get('internal_gains', 0)
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return {
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'subtotal': subtotal,
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'internal_gains': internal_gains,
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'total': total,
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'safety_factor': self.safety_factor
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}
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indoor_conditions: Dict[str, float],
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internal_loads: Dict[str, Any],
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monthly_temps: Dict[str, float],
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p_atm: float = 101325
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"""
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Calculate monthly heating loads.
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Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.
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internal_loads: Internal loads
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monthly_temps: Dictionary of monthly average temperatures
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p_atm: Atmospheric pressure in Pa (default: 101325 Pa)
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Returns:
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Dictionary of monthly heating loads in kW
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try:
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design_loads = self.calculate_design_heating_load(
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building_components, modified_outdoor, indoor_conditions, internal_loads, p_atm
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)
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summary = self.calculate_heating_load_summary(design_loads)
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monthly_loads[month] = summary['total'] / 1000 # kW
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is_ground_contact=True, insulated=True, ground_temperature_c=10.0)],
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'windows': [Window(id="win1", name="South Window", area=10.0, u_value=2.8, orientation=Orientation.SOUTH,
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shgc=0.7, shading_coefficient=0.8)],
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'doors': [Door(id="d1", name="Main Door", area=2.0, u_value=2.0, orientation=Orientation.NORTH)]
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}
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outdoor_conditions = {
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'people': {'number': 10, 'sensible_gain': 70.0, 'operating_hours': '8:00-18:00'},
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'lights': {'power': 1000.0, 'use_factor': 0.8, 'hours_operation': '8h'},
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'equipment': {'power': 500.0, 'use_factor': 0.7, 'hours_operation': '8h'},
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'infiltration': {'flow_rate': 0.05, 'height': 3.0, 'crack_length': 20.0},
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'ventilation': {'flow_rate': 0.1},
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'operating_hours': '8:00-18:00'
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}
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}
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# Calculate design loads
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design_loads = calculator.calculate_design_heating_load(
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summary = calculator.calculate_heating_load_summary(design_loads)
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# Log results
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logger.info(f"Floor Load: {design_loads['floors']:.2f} W")
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logger.info(f"Window Load: {design_loads['windows']:.2f} W")
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logger.info(f"Door Load: {design_loads['doors']:.2f} W")
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logger.info(f"Infiltration Sensible Load: {design_loads['infiltration_sensible']:.2f} W")
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logger.info(f"Infiltration Latent Load: {design_loads['infiltration_latent']:.2f} W")
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logger.info(f"Ventilation Sensible Load: {design_loads['ventilation_sensible']:.2f} W")
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# Calculate monthly loads
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monthly_loads = calculator.calculate_monthly_heating_loads(
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components, outdoor_conditions, indoor_conditions, internal_loads, monthly_temps
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logger.info("Monthly Heating Loads (kW):")
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for month, load in monthly_loads.items():
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"""
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Enhanced heating load calculation module for HVAC Load Calculator.
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Implements ASHRAE steady-state methods with simplified thermal lag for compatibility.
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Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.
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ENHANCEMENTS:
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- Added support for equipment and internal loads as heating sources
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- Added support for custom U-values for materials
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- Improved integration with enhanced component selection features (crack dimensions, drapery inputs)
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- Ensured compatibility with winter design parameters from enhanced climate data
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- Added support for skylights in heating load calculations
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- Improved infiltration calculations using crack dimensions
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"""
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from typing import Dict, List, Any, Optional, Tuple
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from utils.heat_transfer import HeatTransferCalculations
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# Import data modules
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from app.component_selection import Wall, Roof, Floor, Window, Door, Orientation, ComponentType, Skylight
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class HeatingLoadCalculator:
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adjusted_delta_t = delta_t * lag_factor
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load = self.heat_transfer.conduction_heat_transfer(wall.u_value, wall.area, adjusted_delta_t)
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# ENHANCEMENT: Log detailed information in debug mode
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if self.debug_mode:
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logger.debug(f"Wall {wall.name} heating load: u_value={wall.u_value}, area={wall.area}, delta_t={adjusted_delta_t}, load={load:.2f} W")
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return max(0, load)
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def calculate_roof_heating_load(self, roof: Roof, outdoor_temp: float, indoor_temp: float) -> float:
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adjusted_delta_t = delta_t * lag_factor
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load = self.heat_transfer.conduction_heat_transfer(roof.u_value, roof.area, adjusted_delta_t)
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# ENHANCEMENT: Log detailed information in debug mode
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if self.debug_mode:
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logger.debug(f"Roof {roof.name} heating load: u_value={roof.u_value}, area={roof.area}, delta_t={adjusted_delta_t}, load={load:.2f} W")
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return max(0, load)
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def calculate_floor_heating_load(self, floor: Floor, ground_temp: float, indoor_temp: float) -> float:
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if delta_t <= 1:
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return 0.0
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# ENHANCEMENT: Check if floor has ground_contact attribute
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is_ground_contact = floor.ground_contact if hasattr(floor, 'ground_contact') else False
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if is_ground_contact:
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# Dynamic F-factor based on insulation
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# ENHANCEMENT: Check if floor has insulated attribute
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is_insulated = floor.insulated if hasattr(floor, 'insulated') else False
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f_factor = 0.3 if is_insulated else 0.73 # W/m·K
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# ENHANCEMENT: Check if floor has perimeter attribute
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perimeter = floor.perimeter if hasattr(floor, 'perimeter') else (
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floor.perimeter_length if hasattr(floor, 'perimeter_length') else
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math.sqrt(4 * floor.area) # Estimate perimeter if not provided
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)
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load = f_factor * perimeter * delta_t
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else:
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load = self.heat_transfer.conduction_heat_transfer(floor.u_value, floor.area, delta_t)
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if delta_t <= 1:
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return 0.0
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# ENHANCEMENT: Adjust U-value if window has drapery
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adjusted_u_value = window.u_value
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if hasattr(window, 'has_drapery') and window.has_drapery:
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# Simple U-value adjustment for drapery (typically reduces U-value by 10-20%)
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drapery_reduction = 0.15 # 15% reduction as a default
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# More detailed adjustment if drapery properties are available
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if hasattr(window, 'drapery_type'):
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drapery_reductions = {
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'None': 0.0,
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'Sheer': 0.05,
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'Light': 0.10,
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'Medium': 0.15,
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'Heavy': 0.20,
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'Blackout': 0.25
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}
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drapery_reduction = drapery_reductions.get(window.drapery_type, 0.15)
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adjusted_u_value = window.u_value * (1 - drapery_reduction)
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load = self.heat_transfer.conduction_heat_transfer(adjusted_u_value, window.area, delta_t)
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# ENHANCEMENT: Log detailed information in debug mode
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if self.debug_mode:
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logger.debug(f"Window {window.name} heating load: u_value={adjusted_u_value}, area={window.area}, delta_t={delta_t}, load={load:.2f} W")
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return max(0, load)
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def calculate_door_heating_load(self, door: Door, outdoor_temp: float, indoor_temp: float) -> float:
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if delta_t <= 1:
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return 0.0
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# ENHANCEMENT: Adjust U-value if door has weatherstripping
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adjusted_u_value = door.u_value
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if hasattr(door, 'has_weatherstripping') and door.has_weatherstripping:
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# Simple U-value adjustment for weatherstripping (typically reduces U-value by 5-10%)
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adjusted_u_value = door.u_value * 0.95 # 5% reduction
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load = self.heat_transfer.conduction_heat_transfer(adjusted_u_value, door.area, delta_t)
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# ENHANCEMENT: Log detailed information in debug mode
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if self.debug_mode:
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logger.debug(f"Door {wall.name} heating load: u_value={adjusted_u_value}, area={door.area}, delta_t={delta_t}, load={load:.2f} W")
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+
return max(0, load)
|
| 253 |
+
|
| 254 |
+
# ENHANCEMENT: Added skylight heating load calculation
|
| 255 |
+
def calculate_skylight_heating_load(self, skylight: Skylight, outdoor_temp: float, indoor_temp: float) -> float:
|
| 256 |
+
"""
|
| 257 |
+
Calculate heating load for a skylight.
|
| 258 |
+
Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Equation 18.1.
|
| 259 |
+
|
| 260 |
+
Args:
|
| 261 |
+
skylight: Skylight component
|
| 262 |
+
outdoor_temp: Outdoor temperature in °C
|
| 263 |
+
indoor_temp: Indoor temperature in °C
|
| 264 |
+
|
| 265 |
+
Returns:
|
| 266 |
+
Heating load in W
|
| 267 |
+
"""
|
| 268 |
+
delta_t = indoor_temp - outdoor_temp
|
| 269 |
+
if delta_t <= 1:
|
| 270 |
+
return 0.0
|
| 271 |
+
|
| 272 |
+
# Skylights typically have higher U-values due to their horizontal orientation
|
| 273 |
+
# Apply a 10% increase to account for this
|
| 274 |
+
adjusted_u_value = skylight.u_value * 1.1
|
| 275 |
+
|
| 276 |
+
load = self.heat_transfer.conduction_heat_transfer(adjusted_u_value, skylight.area, delta_t)
|
| 277 |
+
|
| 278 |
+
# Log detailed information in debug mode
|
| 279 |
+
if self.debug_mode:
|
| 280 |
+
logger.debug(f"Skylight {skylight.name} heating load: u_value={adjusted_u_value}, area={skylight.area}, delta_t={delta_t}, load={load:.2f} W")
|
| 281 |
+
|
| 282 |
return max(0, load)
|
| 283 |
|
| 284 |
def calculate_infiltration_heating_load(self, indoor_conditions: Dict[str, float],
|
|
|
|
| 313 |
)
|
| 314 |
total_pd = self.heat_transfer.combined_pressure_difference(wind_pd, stack_pd)
|
| 315 |
|
| 316 |
+
# ENHANCEMENT: Use crack dimensions if available for more accurate infiltration calculation
|
| 317 |
+
if 'crack_length' in infiltration and 'crack_width' in infiltration:
|
| 318 |
+
crack_length = infiltration['crack_length']
|
| 319 |
+
crack_width = infiltration['crack_width'] / 1000.0 # Convert from mm to m
|
| 320 |
+
flow_rate = self.heat_transfer.crack_method_infiltration(crack_length, crack_width, total_pd)
|
| 321 |
+
else:
|
| 322 |
+
# Use provided flow rate or default
|
| 323 |
+
flow_rate = infiltration.get('flow_rate', 0.05) # m³/s
|
| 324 |
|
| 325 |
# Calculate humidity ratio difference
|
| 326 |
w_indoor = self.psychrometrics.humidity_ratio(
|
|
|
|
| 408 |
|
| 409 |
return max(0, sensible_load), max(0, latent_load)
|
| 410 |
|
| 411 |
+
# ENHANCEMENT: Modified to include equipment and internal loads as heating sources
|
| 412 |
+
def calculate_internal_gains(self, internal_loads: Dict[str, Any], include_as_heating_source: bool = True) -> float:
|
| 413 |
"""
|
| 414 |
Calculate internal heat gains from people, lighting, and equipment.
|
| 415 |
Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.4.
|
| 416 |
|
| 417 |
Args:
|
| 418 |
internal_loads: Internal loads (people, lights, equipment)
|
| 419 |
+
include_as_heating_source: Whether to include internal gains as heating sources (positive value)
|
| 420 |
+
or as load reductions (negative value)
|
| 421 |
|
| 422 |
Returns:
|
| 423 |
+
Total internal gains in W (positive if heating source, negative if load reduction)
|
| 424 |
"""
|
| 425 |
total_gains = 0.0
|
| 426 |
|
|
|
|
| 440 |
if equipment.get('power', 0) > 0:
|
| 441 |
total_gains += equipment['power'] * equipment.get('use_factor', 0.7)
|
| 442 |
|
| 443 |
+
# ENHANCEMENT: Return positive value if including as heating source, negative if reducing load
|
| 444 |
+
return total_gains if include_as_heating_source else -total_gains
|
| 445 |
|
| 446 |
def calculate_design_heating_load(self, building_components: Dict[str, List[Any]],
|
| 447 |
outdoor_conditions: Dict[str, float],
|
| 448 |
indoor_conditions: Dict[str, float],
|
| 449 |
internal_loads: Dict[str, Any],
|
| 450 |
+
p_atm: float = 101325,
|
| 451 |
+
include_internal_gains_as_heating_source: bool = False) -> Dict[str, float]:
|
| 452 |
"""
|
| 453 |
Calculate design heating loads for all components.
|
| 454 |
Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.
|
|
|
|
| 459 |
indoor_conditions: Indoor conditions (temperature, relative_humidity)
|
| 460 |
internal_loads: Internal loads (people, lights, equipment, infiltration, ventilation)
|
| 461 |
p_atm: Atmospheric pressure in Pa (default: 101325 Pa)
|
| 462 |
+
include_internal_gains_as_heating_source: Whether to include internal gains as heating sources
|
| 463 |
|
| 464 |
Returns:
|
| 465 |
Dictionary of design loads in W
|
|
|
|
| 475 |
'floors': 0.0,
|
| 476 |
'windows': 0.0,
|
| 477 |
'doors': 0.0,
|
| 478 |
+
'skylights': 0.0, # ENHANCEMENT: Added skylights
|
| 479 |
'infiltration_sensible': 0.0,
|
| 480 |
'infiltration_latent': 0.0,
|
| 481 |
'ventilation_sensible': 0.0,
|
|
|
|
| 499 |
for door in building_components.get('doors', []):
|
| 500 |
loads['doors'] += self.calculate_door_heating_load(door, outdoor_conditions['design_temperature'], indoor_conditions['temperature'])
|
| 501 |
|
| 502 |
+
# ENHANCEMENT: Added skylights
|
| 503 |
+
for skylight in building_components.get('skylights', []):
|
| 504 |
+
loads['skylights'] += self.calculate_skylight_heating_load(skylight, outdoor_conditions['design_temperature'], indoor_conditions['temperature'])
|
| 505 |
+
|
| 506 |
# Calculate infiltration and ventilation loads
|
| 507 |
building_height = internal_loads.get('infiltration', {}).get('height', 3.0)
|
| 508 |
infiltration_sensible, infiltration_latent = self.calculate_infiltration_heating_load(
|
|
|
|
| 517 |
loads['ventilation_sensible'] = ventilation_sensible
|
| 518 |
loads['ventilation_latent'] = ventilation_latent
|
| 519 |
|
| 520 |
+
# ENHANCEMENT: Calculate internal gains (positive or negative based on parameter)
|
| 521 |
+
loads['internal_gains'] = self.calculate_internal_gains(
|
| 522 |
+
internal_loads, include_as_heating_source=include_internal_gains_as_heating_source
|
| 523 |
+
)
|
| 524 |
|
| 525 |
return loads
|
| 526 |
|
|
|
|
| 535 |
Returns:
|
| 536 |
Summary dictionary with total, subtotal, and safety factor
|
| 537 |
"""
|
| 538 |
+
# ENHANCEMENT: Include skylights in subtotal
|
| 539 |
subtotal = sum(
|
| 540 |
load for key, load in design_loads.items()
|
| 541 |
if key not in ['internal_gains'] and load > 0
|
| 542 |
)
|
| 543 |
internal_gains = design_loads.get('internal_gains', 0)
|
| 544 |
|
| 545 |
+
# ENHANCEMENT: If internal gains are positive (heating source), add them to subtotal
|
| 546 |
+
# If negative (load reduction), subtract them from subtotal
|
| 547 |
+
if internal_gains >= 0:
|
| 548 |
+
adjusted_subtotal = subtotal + internal_gains
|
| 549 |
+
else:
|
| 550 |
+
adjusted_subtotal = subtotal + internal_gains # internal_gains is negative, so this is subtraction
|
| 551 |
+
|
| 552 |
+
total = max(0, adjusted_subtotal) * self.safety_factor
|
| 553 |
|
| 554 |
return {
|
| 555 |
'subtotal': subtotal,
|
| 556 |
'internal_gains': internal_gains,
|
| 557 |
+
'adjusted_subtotal': adjusted_subtotal,
|
| 558 |
'total': total,
|
| 559 |
'safety_factor': self.safety_factor
|
| 560 |
}
|
|
|
|
| 625 |
indoor_conditions: Dict[str, float],
|
| 626 |
internal_loads: Dict[str, Any],
|
| 627 |
monthly_temps: Dict[str, float],
|
| 628 |
+
p_atm: float = 101325,
|
| 629 |
+
include_internal_gains_as_heating_source: bool = False) -> Dict[str, float]:
|
| 630 |
"""
|
| 631 |
Calculate monthly heating loads.
|
| 632 |
Reference: ASHRAE Handbook—Fundamentals (2017), Chapter 18, Section 18.4.
|
|
|
|
| 638 |
internal_loads: Internal loads
|
| 639 |
monthly_temps: Dictionary of monthly average temperatures
|
| 640 |
p_atm: Atmospheric pressure in Pa (default: 101325 Pa)
|
| 641 |
+
include_internal_gains_as_heating_source: Whether to include internal gains as heating sources
|
| 642 |
|
| 643 |
Returns:
|
| 644 |
Dictionary of monthly heating loads in kW
|
|
|
|
| 656 |
|
| 657 |
try:
|
| 658 |
design_loads = self.calculate_design_heating_load(
|
| 659 |
+
building_components, modified_outdoor, indoor_conditions, internal_loads, p_atm,
|
| 660 |
+
include_internal_gains_as_heating_source
|
| 661 |
)
|
| 662 |
summary = self.calculate_heating_load_summary(design_loads)
|
| 663 |
monthly_loads[month] = summary['total'] / 1000 # kW
|
|
|
|
| 678 |
is_ground_contact=True, insulated=True, ground_temperature_c=10.0)],
|
| 679 |
'windows': [Window(id="win1", name="South Window", area=10.0, u_value=2.8, orientation=Orientation.SOUTH,
|
| 680 |
shgc=0.7, shading_coefficient=0.8)],
|
| 681 |
+
'doors': [Door(id="d1", name="Main Door", area=2.0, u_value=2.0, orientation=Orientation.NORTH)],
|
| 682 |
+
'skylights': [Skylight(id="s1", name="Main Skylight", area=5.0, u_value=3.0, orientation=Orientation.HORIZONTAL)]
|
| 683 |
}
|
| 684 |
|
| 685 |
outdoor_conditions = {
|
|
|
|
| 696 |
'people': {'number': 10, 'sensible_gain': 70.0, 'operating_hours': '8:00-18:00'},
|
| 697 |
'lights': {'power': 1000.0, 'use_factor': 0.8, 'hours_operation': '8h'},
|
| 698 |
'equipment': {'power': 500.0, 'use_factor': 0.7, 'hours_operation': '8h'},
|
| 699 |
+
'infiltration': {'flow_rate': 0.05, 'height': 3.0, 'crack_length': 20.0, 'crack_width': 2.0},
|
| 700 |
'ventilation': {'flow_rate': 0.1},
|
| 701 |
'operating_hours': '8:00-18:00'
|
| 702 |
}
|
|
|
|
| 706 |
}
|
| 707 |
|
| 708 |
# Calculate design loads
|
| 709 |
+
design_loads = calculator.calculate_design_heating_load(
|
| 710 |
+
components, outdoor_conditions, indoor_conditions, internal_loads,
|
| 711 |
+
include_internal_gains_as_heating_source=True # ENHANCEMENT: Include internal gains as heating sources
|
| 712 |
+
)
|
| 713 |
summary = calculator.calculate_heating_load_summary(design_loads)
|
| 714 |
|
| 715 |
# Log results
|
|
|
|
| 719 |
logger.info(f"Floor Load: {design_loads['floors']:.2f} W")
|
| 720 |
logger.info(f"Window Load: {design_loads['windows']:.2f} W")
|
| 721 |
logger.info(f"Door Load: {design_loads['doors']:.2f} W")
|
| 722 |
+
logger.info(f"Skylight Load: {design_loads['skylights']:.2f} W") # ENHANCEMENT: Added skylight load
|
| 723 |
logger.info(f"Infiltration Sensible Load: {design_loads['infiltration_sensible']:.2f} W")
|
| 724 |
logger.info(f"Infiltration Latent Load: {design_loads['infiltration_latent']:.2f} W")
|
| 725 |
logger.info(f"Ventilation Sensible Load: {design_loads['ventilation_sensible']:.2f} W")
|
|
|
|
| 734 |
|
| 735 |
# Calculate monthly loads
|
| 736 |
monthly_loads = calculator.calculate_monthly_heating_loads(
|
| 737 |
+
components, outdoor_conditions, indoor_conditions, internal_loads, monthly_temps,
|
| 738 |
+
include_internal_gains_as_heating_source=True # ENHANCEMENT: Include internal gains as heating sources
|
| 739 |
)
|
| 740 |
logger.info("Monthly Heating Loads (kW):")
|
| 741 |
for month, load in monthly_loads.items():
|