modified files to include occupancy schedules and create yearly schedules from typical week days

city_model_structure/attributes/occupancy.py

@@ -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,
+  def __init__(self):
-               number_of_occupants, arrival_time=None, departure_time=None, break_time=None, day_of_week=None,
-               pd_of_meetings_duration=None, occupant_schedule=None):
     """
     Constructor
     """
 
-    self._internal_heat_gain = internal_heat_gain
+    self._internal_heat_gain = None
-    self._heat_dissipation = heat_dissipation
+    self._heat_dissipation = None
-    self._occupant_rate = occupant_rate
+    self._occupant_rate = None
-    self._occupant_type = occupant_type
+    self._occupant_type = None
-    self._occupant_zone = occupant_zone
+    self._occupant_zone = None
-    self._occupant_schedule = occupant_schedule
+    self._occupant_schedule = None
-    self._number_of_occupants = number_of_occupants
+    self._number_of_occupants = None
-    self._arrival_time = arrival_time
+    self._arrival_time = None
-    self._departure_time = departure_time
+    self._departure_time = None
-    self._break_time = break_time
+    self._break_time = None
-    self._day_of_week = day_of_week
+    self._day_of_week = None
-    self._pd_of_meetings_duration = pd_of_meetings_duration
+    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

city_model_structure/attributes/usage_zone.py

@@ -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

city_model_structure/monthly_to_hourly_demand.py

@@ -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_set = float(usage_zone.heating_setpoint)
-      temp_back = usage_zone.heating_setback
+      temp_back = float(usage_zone.heating_setback)
-      occupancy = usage_zone.occupancy.occupant_schedule(period)
+      occupancy = Occupancy().get_complete_year_schedule(usage_zone.schedules['Occupancy'])
-      # todo: heating_schedule is still missing
+      heating_schedule = self._conditioning_seasons['heating']
-      heating_schedule = usage_zone.heating_schedule_month
 
-      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 external_temp_med < temp_set and heating_schedule[month-1] == 1:
-              if occupancy[hour] == 1:
+              if occupancy[hour] > 0:
-                temp_grad_day = temp_set[i] - external_temp[i]
+                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
+            temp_grad_month += temp_grad_day[i]
-            self._hourly_heating.append(self._building.monthly_heating(month)*temp_grad_day/temp_grad_month)
             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

factories/occupancy_factory.py

@@ -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

factories/occupancy_feeders/demo_occupancy_parameters.py

@@ -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 = pd.DataFrame()
-        data = row[1:]
+        columns_names = []
-        name = row[0]
+        name = ''
-        for i in range(1, 3):
+        data_type = ''
+        for i in range(0, 3):
           row = occupancy.iloc[3*index + i]
-          data1 = row[1:]
+          if i == 0:
-          data = pd.concat([data, data1], axis=1)
+            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

requirements.txt

@@ -52,4 +52,5 @@ kiwisolver~=1.2.0
 zipp~=3.1.0
 requests~=2.24.0
 esoreader~=1.2.3
-geomeppy~=0.11.8
+geomeppy~=0.11.8
+xlrd~=1.2.0

tests/test_occupancy_factory.py

@@ -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'])))