s_ranjbar/city_retrofit
1
0
Fork 1
Code Issues Pull Requests Packages Projects Releases Wiki Activity

Merge remote-tracking branch 'origin/master'

Browse Source 
# Conflicts:
#	requirements.txt
This commit is contained in:
Guille 2020-11-04 08:59:27 -05:00
commit 3c79c2288c
11 changed files with 134 additions and 49 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

52
city_model_structure/attributes/occupancy.py
View File

@ -2,33 +2,35 @@
Building module
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2020 Project Author Sanam Dabirian sanam.dabirian@mail.concordia.ca
Contributors Pilar Monsalvete pilar_monsalvete@yahoo.es
"""
import calendar as cal
class Occupancy:
"""
Occupancy class
"""
def __init__(self, internal_heat_gain, heat_dissipation, occupant_rate, occupant_type, occupant_zone,
number_of_occupants, arrival_time=None, departure_time=None, break_time=None, day_of_week=None,
pd_of_meetings_duration=None, occupant_schedule=None):
def __init__(self):
"""
Constructor
"""
self._internal_heat_gain = internal_heat_gain
self._heat_dissipation = heat_dissipation
self._occupant_rate = occupant_rate
self._occupant_type = occupant_type
self._occupant_zone = occupant_zone
self._occupant_schedule = occupant_schedule
self._number_of_occupants = number_of_occupants
self._arrival_time = arrival_time
self._departure_time = departure_time
self._break_time = break_time
self._day_of_week = day_of_week
self._pd_of_meetings_duration = pd_of_meetings_duration
self._internal_heat_gain = None
self._heat_dissipation = None
self._occupant_rate = None
self._occupant_type = None
self._occupant_zone = None
self._occupant_schedule = None
self._number_of_occupants = None
self._arrival_time = None
self._departure_time = None
self._break_time = None
self._day_of_week = None
self._pd_of_meetings_duration = None
self._complete_year_schedule = None
@property
def internal_heat_gain(self):
@ -125,3 +127,23 @@ class Occupancy:
:return: probability distribution of the meeting duration
"""
return self._pd_of_meetings_duration
def get_complete_year_schedule(self, schedules):
if self._complete_year_schedule is None:
self._complete_year_schedule = []
for i in range(1, 13):
month_range = cal.monthrange(2015, i)
for day in range(1, month_range[1]+1):
if cal.weekday(2015, i, day) < 5:
for j in range(0, 24):
week_schedule = schedules['WD'][j]
self._complete_year_schedule.append(week_schedule)
elif cal.weekday(2015, i, day) == 5:
for j in range(0, 24):
week_schedule = schedules['Sat'][j]
self._complete_year_schedule.append(week_schedule)
else:
for j in range(0, 24):
week_schedule = schedules['Sun'][j]
self._complete_year_schedule.append(week_schedule)
return self._complete_year_schedule

20
city_model_structure/attributes/usage_zone.py
View File

@ -2,6 +2,7 @@
UsageZone module
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2020 Project Author Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
Contributors Pilar Monsalvete pilar_monsalvete@yahoo.es
"""
from typing import List
@ -21,10 +22,11 @@ class UsageZone:
self._cooling_setpoint = None
self._hours_day = None
self._days_year = None
# todo: this must come from library, talk to Rabeeh
# todo: mechanical_air_change must come from library, talk to Rabeeh
self._mechanical_air_change = ConfigurationHelper().min_air_change
self._occupancy = None
self._schedules = None
self._heating_schedule = None
@property
def internal_gains(self) -> List[InternalGains]:
@ -193,3 +195,19 @@ class UsageZone:
:param value: Sunday schedules
"""
self._schedules = value
@property
def heating_schedule(self):
"""
Get heating schedule
:return: dict{DtaFrame(int)}
"""
return self._heating_schedule
@heating_schedule.setter
def heating_schedule(self, values):
"""
Get heating schedule
:param values: dict{DtaFrame(int)}
"""
self._heating_schedule = values

49
city_model_structure/monthly_to_hourly_demand.py
View File

@ -5,16 +5,18 @@ Copyright © 2020 Project Author Pilar Monsalvete pilar_monsalvete@yahoo.es
"""
import pandas as pd
import helpers.constants as cte
from city_model_structure.attributes.occupancy import Occupancy
import calendar as cal
class MonthlyToHourlyDemand:
"""
MonthlyToHourlyDemand class
"""
def __init__(self, building):
def __init__(self, building, conditioning_seasons):
self._hourly_heating = pd.DataFrame()
self._hourly_cooling = pd.DataFrame()
self._building = building
self._conditioning_seasons = conditioning_seasons
@property
def hourly_heating(self):
@ -23,38 +25,45 @@ class MonthlyToHourlyDemand:
:return: [hourly_heating]
"""
# todo: this method and the insel model have to be reviewed for more than one thermal zone
external_temp = self._building.hourly_external_temperature
external_temp = self._building.external_temperature['hour']
# todo: review index depending on how the schedules are defined, either 8760 or 24 hours
period = 'day'
for usage_zone in self._building.usage_zones:
temp_set = usage_zone.heating_setpoint
temp_back = usage_zone.heating_setback
occupancy = usage_zone.occupancy.occupant_schedule(period)
# todo: heating_schedule is still missing
heating_schedule = usage_zone.heating_schedule_month
temp_set = float(usage_zone.heating_setpoint)
temp_back = float(usage_zone.heating_setback)
occupancy = Occupancy().get_complete_year_schedule(usage_zone.schedules['Occupancy'])
heating_schedule = self._conditioning_seasons['heating']
self._hourly_heating = pd.DataFrame(columns=['monthly to hourly'])
hourly_heating = []
i = 0
for month in range(0, 12):
temp_grad_day = []
for month in range(1, 13):
temp_grad_month = 0
for day in cte.days_of_month[month]:
month_range = cal.monthrange(2015, month)
for day in range(1, month_range[1]+1):
external_temp_med = 0
for hour in range(0, 24):
external_temp_med += external_temp[i]/24
external_temp_med += external_temp['inseldb'][i]/24
for hour in range(0, 24):
if external_temp_med < temp_set[i] & heating_schedule[month] == 1:
if occupancy[hour] == 1:
temp_grad_day = temp_set[i] - external_temp[i]
if external_temp_med < temp_set and heating_schedule[month-1] == 1:
if occupancy[hour] > 0:
temp_grad_day.append(temp_set - external_temp['inseldb'][i])
else:
temp_grad_day = temp_back[i] - external_temp[i]
temp_grad_day.append(temp_back - external_temp['inseldb'][i])
else:
temp_grad_day = 0
temp_grad_day.append(0)
temp_grad_month += temp_grad_day
self._hourly_heating.append(self._building.monthly_heating(month)*temp_grad_day/temp_grad_month)
temp_grad_month += temp_grad_day[i]
i += 1
for day in range(1, month_range[1] + 1):
for hour in range(0, 24):
j = (day - 1) * 24 + hour
monthly_demand = self._building.heating['month']['INSEL'][month-1]
hourly_demand = float(monthly_demand)*float(temp_grad_day[j])/float(temp_grad_month)
hourly_heating.append(hourly_demand)
self._hourly_heating = pd.DataFrame(data=hourly_heating, columns=['monthly to hourly'])
return self._hourly_heating
@property

24
data/physics/us_archetypes.xml
View File

@ -805,4 +805,28 @@
<infiltration_rate_for_ventilation_system_off units="ACH">0.10</infiltration_rate_for_ventilation_system_off>
<infiltration_rate_for_ventilation_system_on units="ACH">0</infiltration_rate_for_ventilation_system_on>
</archetype>
<archetype id="36" building_type="residential" reference_standard="ASHRAE 90.1_2004" climate_zone="ASHRAE_2004:4A">
<constructions>
<construction id="19" type="exterior wall" >
<window_ratio units="-">0.15</window_ratio>
<window>4</window>
</construction>
<construction id="22" type="exterior slab">
<window_ratio units="-">0</window_ratio>
<window/>
</construction>
<construction id="17" type="roof" >
<window_ratio units="-">0</window_ratio>
<window/>
</construction>
</constructions>
<average_storey_height units="m">3.05</average_storey_height>
<number_of_storeys units="-">3</number_of_storeys>
<thermal_capacity units="kJ/K m2">90</thermal_capacity>
<extra_loses_due_to_thermal_bridges units="W/K m2">0.15</extra_loses_due_to_thermal_bridges>
<indirect_heated_ratio units="-">0.15</indirect_heated_ratio>
<infiltration_rate_for_ventilation_system_off units="ACH">0.50</infiltration_rate_for_ventilation_system_off>
<infiltration_rate_for_ventilation_system_on units="ACH">0</infiltration_rate_for_ventilation_system_on>
</archetype>
</archetypes>

2
factories/occupancy_factory.py
View File

@ -12,7 +12,7 @@ class OccupancyFactory:
"""
PhysicsFactor class
"""
def __init__(self, handler, city, base_path=Path(Path(__file__).parent.parent.parent / 'data/occupancy')):
def __init__(self, handler, city, base_path=Path(Path(__file__).parent.parent / 'data/occupancy')):
self._handler = '_' + handler.lower().replace(' ', '_')
self._city = city
self._base_path = base_path

19
factories/occupancy_feeders/demo_occupancy_parameters.py
View File

@ -2,6 +2,7 @@
PhysicsFactory retrieve the specific physics module for the given region
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2020 Project Author Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
contributors Pilar Monsalvete pilar_monsalvete@yahoo.es
"""
import pandas as pd
from factories.occupancy_feeders.helpers.occupancy_helper import OccupancyHelper
@ -12,19 +13,27 @@ class DemoOccupancyParameters:
def __init__(self, city, base_path):
self._city = city
self._demo_schedules_path = base_path / 'demo_schedules.xlsx'
print('schedules: ', self._demo_schedules_path)
xls = pd.ExcelFile(self._demo_schedules_path)
# todo: review for more than one usage_zones per building
for building in city.buildings:
schedules = dict()
occupancy = pd.read_excel(xls, sheet_name=OccupancyHelper.pluto_occupancy_function(building.function),
skiprows=[0, 1, 2, 3], nrows=39, usecols="A:AA")
# todo: should we safe the data type? How?
for index in range(0, 13):
row = occupancy.iloc[3 * index]
data = row[1:]
name = row[0]
for i in range(1, 3):
data = pd.DataFrame()
columns_names = []
name = ''
data_type = ''
for i in range(0, 3):
row = occupancy.iloc[3*index + i]
data1 = row[1:]
if i == 0:
name = row[0]
data_type = row[1]
columns_names.append(row[2])
data1 = row[3:]
data = pd.concat([data, data1], axis=1)
data.columns = columns_names
schedules[name] = data
building.usage_zones[0].schedules = schedules

2
factories/physics_feeders/us_base_physics_parameters.py
View File

@ -40,7 +40,7 @@ class UsBasePhysicsParameters:
# ToDo: remove this in the future
# ToDo: Raise WrongArchetype if not all the surface types are defined for the given city_object
if archetype is None:
print('Building ', building.name, 'has unknown archetype')
print('Building ', building.name, 'has unknown archetype for building type: ', building_type)
print('type: ', building_type, UsToLibraryTypes.yoc_to_standard(building.year_of_construction),
self._climate_zone)
continue

4
factories/physics_feeders/us_new_york_city_physics_parameters.py
View File

@ -3,7 +3,7 @@ UsNewYorkCityPhysicsParameters import the construction and material information
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2020 Project Author Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
"""
from factories.physics_feeders.helpers.us_pluto_to_function import UsPlutoToFunction as Pf
from factories.physics_feeders.helpers.us_pluto_to_function import UsPlutoToFunction as pf
from factories.physics_feeders.us_base_physics_parameters import UsBasePhysicsParameters
@ -14,4 +14,4 @@ class UsNewYorkCityPhysicsParameters(UsBasePhysicsParameters):
def __init__(self, city, base_path):
self._city = city
climate_zone = 'ASHRAE_2004:4A'
super().__init__(climate_zone, self._city.buildings, Pf.function, base_path)
super().__init__(climate_zone, self._city.buildings, pf.function, base_path)

4
factories/usage_feeders/us_new_york_city_usage_parameters.py
View File

@ -3,7 +3,7 @@ UsNewYorkCityUsageParameters model the usage properties for a NYC building
SPDX - License - Identifier: LGPL - 3.0 - or -later
Copyright © 2020 Project Author Guille Gutierrez guillermo.gutierrezmorote@concordia.ca
"""
from factories.usage_feeders.helpers.us_pluto_to_usage import UsPlutoToUsage as Pu
from factories.usage_feeders.helpers.us_pluto_to_usage import UsPlutoToUsage as pu
from factories.usage_feeders.us_base_usage_parameters import UsBaseUsageParameters
@ -13,4 +13,4 @@ class UsNewYorkCityUsageParameters(UsBaseUsageParameters):
"""
def __init__(self, city):
self._city = city
super().__init__(self._city, Pu.usage)
super().__init__(self._city, pu.usage)

1
requirements.txt
View File

@ -55,3 +55,4 @@ esoreader~=1.2.3
geomeppy~=0.11.8
pyglet~=1.5.8
networkx~=2.5
xlrd~=1.2.0

2
tests/test_occupancy_factory.py
View File

@ -9,6 +9,7 @@ from unittest import TestCase
from factories.geometry_factory import GeometryFactory
from factories.usage_factory import UsageFactory
from factories.occupancy_factory import OccupancyFactory
from city_model_structure.attributes.occupancy import Occupancy
class TestOccupancyFactory(TestCase):
@ -46,3 +47,4 @@ class TestOccupancyFactory(TestCase):
for building in city.buildings:
for usage_zone in building.usage_zones:
self.assertTrue(usage_zone.schedules)
print(len(Occupancy().get_complete_year_schedule(usage_zone.schedules['Occupancy'])))