system_assignation/hub/helpers/peak_loads.py
p_monsalvete d8386d179d energy systems importer finished
energy systems workflow defined in the unittest
2023-05-15 11:03:54 -04:00

120 lines
4.7 KiB
Python

"""
Cooling and Heating peak loads module
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2023 Concordia CERC group
Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
Code contributors: Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
"""
import math
import hub.helpers.constants as cte
from hub.helpers.peak_calculation.loads_calculation import LoadsCalculation
_MONTH_STARTING_HOUR = [0, 744, 1416, 2160, 2880, 3624, 4344, 5088, 5832, 6552, 7296, 8016, math.inf]
class PeakLoads:
"""
PeakLoads class
"""
def __init__(self, building=None):
self._building = building
def _can_be_calculated(self):
levels_of_detail = self._building.level_of_detail
can_be_calculated = True
if levels_of_detail.geometry is None:
can_be_calculated = False
if levels_of_detail.geometry < 1:
can_be_calculated = False
if levels_of_detail.construction is None:
can_be_calculated = False
if levels_of_detail.construction < 1:
can_be_calculated = False
if levels_of_detail.usage is None:
can_be_calculated = False
if levels_of_detail.usage < 1:
can_be_calculated = False
if levels_of_detail.weather is None:
can_be_calculated = False
if levels_of_detail.weather < 2:
can_be_calculated = False
if levels_of_detail.surface_radiation is None:
can_be_calculated = False
if levels_of_detail.surface_radiation < 2:
can_be_calculated = False
return can_be_calculated
@staticmethod
def peak_loads_from_hourly(hourly_values):
month = 1
peaks = [0 for _ in range(12)]
for i, value in enumerate(hourly_values):
if _MONTH_STARTING_HOUR[month] <= i:
month += 1
if value > peaks[month-1]:
peaks[month-1] = value
return peaks
@property
def heating_peak_loads_from_methodology(self):
if not self._can_be_calculated():
return None
monthly_heating_loads = []
ambient_temperature = self._building.external_temperature[cte.HOUR]['epw']
for month in range(0, 12):
ground_temperature = self._building.ground_temperature[cte.MONTH]['2'][month]
heating_ambient_temperature = 100
start_hour = _MONTH_STARTING_HOUR[month]
end_hour = 8760
if month < 11:
end_hour = _MONTH_STARTING_HOUR[month + 1]
for hour in range(start_hour, end_hour):
temperature = ambient_temperature[hour]
if temperature < heating_ambient_temperature:
heating_ambient_temperature = temperature
loads = LoadsCalculation(self._building)
heating_load_transmitted = loads.get_heating_transmitted_load(heating_ambient_temperature, ground_temperature)
heating_load_ventilation_sensible = loads.get_heating_ventilation_load_sensible(heating_ambient_temperature)
heating_load_ventilation_latent = 0
heating_load = heating_load_transmitted + heating_load_ventilation_sensible + heating_load_ventilation_latent
if heating_load < 0:
heating_load = 0
monthly_heating_loads.append(heating_load)
return monthly_heating_loads
@property
def cooling_peak_loads_from_methodology(self):
if not self._can_be_calculated():
return None
monthly_cooling_loads = []
ambient_temperature = self._building.external_temperature[cte.HOUR]['epw']
for month in range(0, 12):
ground_temperature = self._building.ground_temperature[cte.MONTH]['2'][month]
cooling_ambient_temperature = -100
cooling_calculation_hour = -1
start_hour = _MONTH_STARTING_HOUR[month]
end_hour = 8760
if month < 11:
end_hour = _MONTH_STARTING_HOUR[month + 1]
for hour in range(start_hour, end_hour):
temperature = ambient_temperature[hour]
if temperature > cooling_ambient_temperature:
cooling_ambient_temperature = temperature
cooling_calculation_hour = hour
loads = LoadsCalculation(self._building)
cooling_load_transmitted = loads.get_cooling_transmitted_load(cooling_ambient_temperature, ground_temperature)
cooling_load_renovation_sensible = loads.get_cooling_ventilation_load_sensible(cooling_ambient_temperature)
cooling_load_internal_gains_sensible = loads.get_internal_load_sensible()
cooling_load_radiation = loads.get_radiation_load('sra', cooling_calculation_hour)
cooling_load_sensible = cooling_load_transmitted + cooling_load_renovation_sensible - cooling_load_radiation \
- cooling_load_internal_gains_sensible
cooling_load_latent = 0
cooling_load = cooling_load_sensible + cooling_load_latent
if cooling_load > 0:
cooling_load = 0
monthly_cooling_loads.append(abs(cooling_load))
return monthly_cooling_loads