update version number

Reviewed-on: #73

hub/catalog_factories/construction/eilat_catalog.py

@@ -22,6 +22,7 @@ class EilatCatalog(Catalog):
   """
   Eilat catalog class
   """
+
   def __init__(self, path):
     _path_archetypes = Path(path / 'eilat_archetypes.json').resolve()
     _path_constructions = (path / 'eilat_constructions.json').resolve()
@@ -121,8 +122,10 @@ class EilatCatalog(Catalog):
       construction_period = archetype['period_of_construction']
       average_storey_height = archetype['average_storey_height']
       extra_loses_due_to_thermal_bridges = archetype['extra_loses_due_thermal_bridges']
-      infiltration_rate_for_ventilation_system_off = archetype['infiltration_rate_for_ventilation_system_off'] / cte.HOUR_TO_SECONDS
-      infiltration_rate_for_ventilation_system_on = archetype['infiltration_rate_for_ventilation_system_on'] / cte.HOUR_TO_SECONDS
+      infiltration_rate_for_ventilation_system_off = archetype[
+                                                       'infiltration_rate_for_ventilation_system_off'] / cte.HOUR_TO_SECONDS
+      infiltration_rate_for_ventilation_system_on = archetype[
+                                                      'infiltration_rate_for_ventilation_system_on'] / cte.HOUR_TO_SECONDS
 
       archetype_constructions = []
       for archetype_construction in archetype['constructions']:
@@ -160,7 +163,9 @@ class EilatCatalog(Catalog):
                                            extra_loses_due_to_thermal_bridges,
                                            None,
                                            infiltration_rate_for_ventilation_system_off,
-                                           infiltration_rate_for_ventilation_system_on))
+                                           infiltration_rate_for_ventilation_system_on,
+                                           0,
+                                           0))
     return _catalog_archetypes
 
   def names(self, category=None):

hub/catalog_factories/construction/nrcan_catalog.py

@@ -128,6 +128,12 @@ class NrcanCatalog(Catalog):
       infiltration_rate_for_ventilation_system_on = (
         archetype['infiltration_rate_for_ventilation_system_on'] / cte.HOUR_TO_SECONDS
       )
+      infiltration_rate_area_for_ventilation_system_off = (
+              archetype['infiltration_rate_area_for_ventilation_system_off'] * 1
+      )
+      infiltration_rate_area_for_ventilation_system_on = (
+              archetype['infiltration_rate_area_for_ventilation_system_on'] * 1
+      )
 
       archetype_constructions = []
       for archetype_construction in archetype['constructions']:
@@ -153,7 +159,6 @@ class NrcanCatalog(Catalog):
                                          _window)
             archetype_constructions.append(_construction)
             break
-
       _catalog_archetypes.append(Archetype(archetype_id,
                                            name,
                                            function,
@@ -165,7 +170,10 @@ class NrcanCatalog(Catalog):
                                            extra_loses_due_to_thermal_bridges,
                                            None,
                                            infiltration_rate_for_ventilation_system_off,
-                                           infiltration_rate_for_ventilation_system_on))
+                                           infiltration_rate_for_ventilation_system_on,
+                                           infiltration_rate_area_for_ventilation_system_off,
+                                           infiltration_rate_area_for_ventilation_system_on
+                                           ))
     return _catalog_archetypes
 
   def names(self, category=None):

hub/catalog_factories/construction/nrel_catalog.py

@@ -162,7 +162,9 @@ class NrelCatalog(Catalog):
                                            extra_loses_due_to_thermal_bridges,
                                            indirect_heated_ratio,
                                            infiltration_rate_for_ventilation_system_off,
-                                           infiltration_rate_for_ventilation_system_on))
+                                           infiltration_rate_for_ventilation_system_on,
+                                           0,
+                                           0))
     return _catalog_archetypes
 
   def names(self, category=None):

hub/catalog_factories/construction/palma_catalog.py

@@ -0,0 +1,242 @@
+"""
+Palma construction catalog
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Cecilia Pérez Pérez cperez@irec.cat
+"""
+
+import json
+from pathlib import Path
+from hub.catalog_factories.catalog import Catalog
+from hub.catalog_factories.data_models.construction.content import Content
+from hub.catalog_factories.construction.construction_helper import ConstructionHelper
+from hub.catalog_factories.data_models.construction.construction import Construction
+from hub.catalog_factories.data_models.construction.archetype import Archetype
+from hub.catalog_factories.data_models.construction.window import Window
+from hub.catalog_factories.data_models.construction.material import Material
+from hub.catalog_factories.data_models.construction.layer import Layer
+import hub.helpers.constants as cte
+
+
+class PalmaCatalog(Catalog):
+  """
+  Palma catalog class
+  """
+  def __init__(self, path):
+    _path_archetypes = Path(path / 'palma_archetypes.json').resolve()
+    _path_constructions = (path / 'palma_constructions.json').resolve()
+    with open(_path_archetypes, 'r', encoding='utf-8') as file:
+      self._archetypes = json.load(file)
+    with open(_path_constructions, 'r', encoding='utf-8') as file:
+      self._constructions = json.load(file)
+
+    self._catalog_windows = self._load_windows()
+    self._catalog_materials = self._load_materials()
+    self._catalog_constructions = self._load_constructions()
+    self._catalog_archetypes = self._load_archetypes()
+
+    # store the full catalog data model in self._content
+    self._content = Content(self._catalog_archetypes,
+                            self._catalog_constructions,
+                            self._catalog_materials,
+                            self._catalog_windows)
+
+  def _load_windows(self):
+    _catalog_windows = []
+    windows = self._constructions['transparent_surfaces']
+    for window in windows:
+      name = list(window.keys())[0]
+      window_id = name
+      g_value = window[name]['shgc']
+      window_type = window[name]['type']
+      frame_ratio = window[name]['frame_ratio']
+      overall_u_value = window[name]['u_value']
+      _catalog_windows.append(Window(window_id, frame_ratio, g_value, overall_u_value, name, window_type))
+    return _catalog_windows
+
+  def _load_materials(self):
+    _catalog_materials = []
+    materials = self._constructions['materials']
+    for material in materials:
+      name = list(material.keys())[0]
+      material_id = name
+      no_mass = material[name]['no_mass']
+      thermal_resistance = None
+      conductivity = None
+      density = None
+      specific_heat = None
+      solar_absorptance = None
+      thermal_absorptance = None
+      visible_absorptance = None
+      if no_mass:
+        thermal_resistance = material[name]['thermal_resistance']
+      else:
+        solar_absorptance = material[name]['solar_absorptance']
+        thermal_absorptance = str(1 - float(material[name]['thermal_emittance']))
+        visible_absorptance = material[name]['visible_absorptance']
+        conductivity = material[name]['conductivity']
+        density = material[name]['density']
+        specific_heat = material[name]['specific_heat']
+      _material = Material(material_id,
+                           name,
+                           solar_absorptance,
+                           thermal_absorptance,
+                           visible_absorptance,
+                           no_mass,
+                           thermal_resistance,
+                           conductivity,
+                           density,
+                           specific_heat)
+      _catalog_materials.append(_material)
+    return _catalog_materials
+
+  def _load_constructions(self):
+    _catalog_constructions = []
+    constructions = self._constructions['opaque_surfaces']
+    for construction in constructions:
+      name = list(construction.keys())[0]
+      construction_id = name
+      construction_type = ConstructionHelper().nrcan_surfaces_types_to_hub_types[construction[name]['type']]
+      layers = []
+      for layer in construction[name]['layers']:
+        layer_id = layer
+        layer_name = layer
+        material_id = layer
+        thickness = construction[name]['layers'][layer]
+        for material in self._catalog_materials:
+          if str(material_id) == str(material.id):
+            layers.append(Layer(layer_id, layer_name, material, thickness))
+            break
+      _catalog_constructions.append(Construction(construction_id, construction_type, name, layers))
+    return _catalog_constructions
+
+  def _load_archetypes(self):
+    _catalog_archetypes = []
+    archetypes = self._archetypes['archetypes']
+    for archetype in archetypes:
+      archetype_id = f'{archetype["function"]}_{archetype["period_of_construction"]}_{archetype["climate_zone"]}'
+      function = archetype['function']
+      name = archetype_id
+      climate_zone = archetype['climate_zone']
+      construction_period = archetype['period_of_construction']
+      average_storey_height = archetype['average_storey_height']
+      thermal_capacity = float(archetype['thermal_capacity']) * 1000
+      extra_loses_due_to_thermal_bridges = archetype['extra_loses_due_thermal_bridges']
+      infiltration_rate_for_ventilation_system_off = archetype['infiltration_rate_for_ventilation_system_off'] / cte.HOUR_TO_SECONDS
+      infiltration_rate_for_ventilation_system_on = archetype['infiltration_rate_for_ventilation_system_on'] / cte.HOUR_TO_SECONDS
+      infiltration_rate_area_for_ventilation_system_off = (
+              archetype['infiltration_rate_area_for_ventilation_system_off'] * 1
+      )
+      infiltration_rate_area_for_ventilation_system_on = (
+              archetype['infiltration_rate_area_for_ventilation_system_on'] * 1
+      )
+
+      archetype_constructions = []
+      for archetype_construction in archetype['constructions']:
+        archetype_construction_type = ConstructionHelper().nrcan_surfaces_types_to_hub_types[archetype_construction]
+        archetype_construction_name = archetype['constructions'][archetype_construction]['opaque_surface_name']
+        for construction in self._catalog_constructions:
+          if archetype_construction_type == construction.type and construction.name == archetype_construction_name:
+            _construction = None
+            _window = None
+            _window_ratio = None
+            if 'transparent_surface_name' in archetype['constructions'][archetype_construction].keys():
+              _window_ratio = archetype['constructions'][archetype_construction]['transparent_ratio']
+              _window_id = archetype['constructions'][archetype_construction]['transparent_surface_name']
+              for window in self._catalog_windows:
+                if _window_id == window.id:
+                  _window = window
+                  break
+            _construction = Construction(construction.id,
+                                         construction.type,
+                                         construction.name,
+                                         construction.layers,
+                                         _window_ratio,
+                                         _window)
+            archetype_constructions.append(_construction)
+            break
+
+      _catalog_archetypes.append(Archetype(archetype_id,
+                                           name,
+                                           function,
+                                           climate_zone,
+                                           construction_period,
+                                           archetype_constructions,
+                                           average_storey_height,
+                                           thermal_capacity,
+                                           extra_loses_due_to_thermal_bridges,
+                                           None,
+                                           infiltration_rate_for_ventilation_system_off,
+                                           infiltration_rate_for_ventilation_system_on,
+                                           infiltration_rate_area_for_ventilation_system_off,
+                                           infiltration_rate_area_for_ventilation_system_on))
+    return _catalog_archetypes
+
+  def names(self, category=None):
+    """
+    Get the catalog elements names
+    :parm: optional category filter
+    """
+    if category is None:
+      _names = {'archetypes': [], 'constructions': [], 'materials': [], 'windows': []}
+      for archetype in self._content.archetypes:
+        _names['archetypes'].append(archetype.name)
+      for construction in self._content.constructions:
+        _names['constructions'].append(construction.name)
+      for material in self._content.materials:
+        _names['materials'].append(material.name)
+      for window in self._content.windows:
+        _names['windows'].append(window.name)
+    else:
+      _names = {category: []}
+      if category.lower() == 'archetypes':
+        for archetype in self._content.archetypes:
+          _names[category].append(archetype.name)
+      elif category.lower() == 'constructions':
+        for construction in self._content.constructions:
+          _names[category].append(construction.name)
+      elif category.lower() == 'materials':
+        for material in self._content.materials:
+          _names[category].append(material.name)
+      elif category.lower() == 'windows':
+        for window in self._content.windows:
+          _names[category].append(window.name)
+      else:
+        raise ValueError(f'Unknown category [{category}]')
+    return _names
+
+  def entries(self, category=None):
+    """
+    Get the catalog elements
+    :parm: optional category filter
+    """
+    if category is None:
+      return self._content
+    if category.lower() == 'archetypes':
+      return self._content.archetypes
+    if category.lower() == 'constructions':
+      return self._content.constructions
+    if category.lower() == 'materials':
+      return self._content.materials
+    if category.lower() == 'windows':
+      return self._content.windows
+    raise ValueError(f'Unknown category [{category}]')
+
+  def get_entry(self, name):
+    """
+    Get one catalog element by names
+    :parm: entry name
+    """
+    for entry in self._content.archetypes:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.constructions:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.materials:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.windows:
+      if entry.name.lower() == name.lower():
+        return entry
+    raise IndexError(f"{name} doesn't exists in the catalog")

hub/catalog_factories/construction_catalog_factory.py

@@ -11,6 +11,7 @@ from typing import TypeVar
 from hub.catalog_factories.construction.nrcan_catalog import NrcanCatalog
 from hub.catalog_factories.construction.nrel_catalog import NrelCatalog
 from hub.catalog_factories.construction.eilat_catalog import EilatCatalog
+from hub.catalog_factories.construction.palma_catalog import PalmaCatalog
 from hub.helpers.utils import validate_import_export_type
 
 Catalog = TypeVar('Catalog')
@@ -48,6 +49,13 @@ class ConstructionCatalogFactory:
     """
     return EilatCatalog(self._path)
 
+  @property
+  def _palma(self):
+    """
+    Retrieve Palma catalog
+    """
+    return PalmaCatalog(self._path)
+
   @property
   def catalog(self) -> Catalog:
     """

hub/catalog_factories/data_models/construction/archetype.py

@@ -23,7 +23,10 @@ class Archetype:
                extra_loses_due_to_thermal_bridges,
                indirect_heated_ratio,
                infiltration_rate_for_ventilation_system_off,
-               infiltration_rate_for_ventilation_system_on):
+               infiltration_rate_for_ventilation_system_on,
+               infiltration_rate_area_for_ventilation_system_off,
+               infiltration_rate_area_for_ventilation_system_on
+               ):
     self._id = archetype_id
     self._name = name
     self._function = function
@@ -36,6 +39,8 @@ class Archetype:
     self._indirect_heated_ratio = indirect_heated_ratio
     self._infiltration_rate_for_ventilation_system_off = infiltration_rate_for_ventilation_system_off
     self._infiltration_rate_for_ventilation_system_on = infiltration_rate_for_ventilation_system_on
+    self._infiltration_rate_area_for_ventilation_system_off = infiltration_rate_area_for_ventilation_system_off
+    self._infiltration_rate_area_for_ventilation_system_on = infiltration_rate_area_for_ventilation_system_on
 
   @property
   def id(self):
@@ -133,6 +138,22 @@ class Archetype:
     """
     return self._infiltration_rate_for_ventilation_system_on
 
+  @property
+  def infiltration_rate_area_for_ventilation_system_off(self):
+    """
+    Get archetype infiltration rate for ventilation system off in m3/sm2
+    :return: float
+    """
+    return self._infiltration_rate_area_for_ventilation_system_off
+
+  @property
+  def infiltration_rate_area_for_ventilation_system_on(self):
+    """
+    Get archetype infiltration rate for ventilation system on in m3/sm2
+    :return: float
+    """
+    return self._infiltration_rate_for_ventilation_system_on
+
   def to_dictionary(self):
     """Class content to dictionary"""
     _constructions = []
@@ -149,6 +170,8 @@ class Archetype:
                              'indirect heated ratio': self.indirect_heated_ratio,
                              'infiltration rate for ventilation off [1/s]': self.infiltration_rate_for_ventilation_system_off,
                              'infiltration rate for ventilation on [1/s]': self.infiltration_rate_for_ventilation_system_on,
+                             'infiltration rate area for ventilation off [m3/sm2]': self.infiltration_rate_area_for_ventilation_system_off,
+                             'infiltration rate area for ventilation on [m3/sm2]': self.infiltration_rate_area_for_ventilation_system_on,
                              'constructions': _constructions
                              }
                }

hub/catalog_factories/data_models/energy_systems/archetype.py

@@ -1,8 +1,9 @@
 """
-Energy System catalog archetype
+Energy System catalog archetype, understood as a cluster of energy systems
 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: Saeed Ranjbar saeed.ranjbar@concordia.ca
 """
 
 from typing import List
@@ -14,20 +15,11 @@ class Archetype:
   """
   Archetype class
   """
-  def __init__(self, lod, name, systems):
+  def __init__(self, name, systems):
 
-    self._lod = lod
     self._name = name
     self._systems = systems
 
-  @property
-  def lod(self):
-    """
-    Get level of detail of the catalog
-    :return: string
-    """
-    return self._lod
-
   @property
   def name(self):
     """
@@ -49,8 +41,9 @@ class Archetype:
     _systems = []
     for _system in self.systems:
       _systems.append(_system.to_dictionary())
-    content = {'Archetype': {'name': self.name,
-                             'level of detail': self.lod,
+    content = {
+      'Archetype': {
+        'name': self.name,
         'systems': _systems
         }
       }

hub/catalog_factories/data_models/energy_systems/content.py

@@ -10,12 +10,11 @@ class Content:
   """
   Content class
   """
-  def __init__(self, archetypes, systems, generations, distributions, emissions):
+  def __init__(self, archetypes, systems, generations=None, distributions=None):
     self._archetypes = archetypes
     self._systems = systems
     self._generations = generations
     self._distributions = distributions
-    self._emissions = emissions
 
   @property
   def archetypes(self):
@@ -45,13 +44,6 @@ class Content:
     """
     return self._distributions
 
-  @property
-  def emission_equipments(self):
-    """
-    All emission equipments in the catalog
-    """
-    return self._emissions
-
   def to_dictionary(self):
     """Class content to dictionary"""
     _archetypes = []

hub/catalog_factories/data_models/energy_systems/distribution_system.py

@@ -3,23 +3,35 @@ Energy System catalog distribution system
 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: Saeed Ranjbar saeed.ranjbar@concordia.ca
 """
 
+from typing import Union, List, TypeVar
+
+from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem
+from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem
+
+GenerationSystem = TypeVar('GenerationSystem')
+
 
 class DistributionSystem:
   """
   Distribution system class
   """
 
-  def __init__(self, system_id, name, system_type, supply_temperature, distribution_consumption_fix_flow,
-               distribution_consumption_variable_flow, heat_losses):
+  def __init__(self, system_id, model_name=None, system_type=None, supply_temperature=None,
+               distribution_consumption_fix_flow=None, distribution_consumption_variable_flow=None, heat_losses=None,
+               generation_systems=None, energy_storage_systems=None, emission_systems=None):
     self._system_id = system_id
-    self._name = name
+    self._model_name = model_name
     self._type = system_type
     self._supply_temperature = supply_temperature
     self._distribution_consumption_fix_flow = distribution_consumption_fix_flow
     self._distribution_consumption_variable_flow = distribution_consumption_variable_flow
     self._heat_losses = heat_losses
+    self._generation_systems = generation_systems
+    self._energy_storage_systems = energy_storage_systems
+    self._emission_systems = emission_systems
 
   @property
   def id(self):
@@ -30,12 +42,12 @@ class DistributionSystem:
     return self._system_id
 
   @property
-  def name(self):
+  def model_name(self):
     """
-    Get name
+    Get model name
     :return: string
     """
-    return self._name
+    return self._model_name
 
   @property
   def type(self):
@@ -78,17 +90,51 @@ class DistributionSystem:
     """
     return self._heat_losses
 
+  @property
+  def generation_systems(self) -> Union[None, List[GenerationSystem]]:
+    """
+    Get generation systems connected to the distribution system
+    :return: [GenerationSystem]
+    """
+    return self._generation_systems
+
+  @property
+  def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]:
+    """
+    Get energy storage systems connected to this distribution system
+    :return: [EnergyStorageSystem]
+    """
+    return self._energy_storage_systems
+
+  @property
+  def emission_systems(self) -> Union[None, List[EmissionSystem]]:
+    """
+    Get energy emission systems connected to this distribution system
+    :return: [EmissionSystem]
+    """
+    return self._emission_systems
+
   def to_dictionary(self):
     """Class content to dictionary"""
+    _generation_systems = [_generation_system.to_dictionary() for _generation_system in
+                           self.generation_systems] if self.generation_systems is not None else None
+    _energy_storage_systems = [_energy_storage_system.to_dictionary() for _energy_storage_system in
+                               self.energy_storage_systems] if self.energy_storage_systems is not None else None
+    _emission_systems = [_emission_system.to_dictionary() for _emission_system in
+                         self.emission_systems] if self.emission_systems is not None else None
+
     content = {
       'Layer': {
         'id': self.id,
-        'name': self.name,
+        'model name': self.model_name,
         'type': self.type,
         'supply temperature [Celsius]': self.supply_temperature,
         'distribution consumption if fix flow over peak power [W/W]': self.distribution_consumption_fix_flow,
         'distribution consumption if variable flow over peak power [J/J]': self.distribution_consumption_variable_flow,
-        'heat losses per energy produced [J/J]': self.heat_losses
+        'heat losses per energy produced [J/J]': self.heat_losses,
+        'generation systems connected': _generation_systems,
+        'energy storage systems connected': _energy_storage_systems,
+        'emission systems connected': _emission_systems
       }
     }
     return content

hub/catalog_factories/data_models/energy_systems/electrical_storage_system.py

@@ -0,0 +1,103 @@
+"""
+Energy System catalog electrical storage system
+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: Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem
+
+
+class ElectricalStorageSystem(EnergyStorageSystem):
+  """"
+  Energy Storage System Class
+  """
+
+  def __init__(self, storage_id, type_energy_stored=None, model_name=None, manufacturer=None, storage_type=None,
+               nominal_capacity=None, losses_ratio=None, rated_output_power=None, nominal_efficiency=None,
+               battery_voltage=None, depth_of_discharge=None, self_discharge_rate=None):
+
+    super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio)
+    self._type_energy_stored = type_energy_stored
+    self._storage_type = storage_type
+    self._rated_output_power = rated_output_power
+    self._nominal_efficiency = nominal_efficiency
+    self._battery_voltage = battery_voltage
+    self._depth_of_discharge = depth_of_discharge
+    self._self_discharge_rate = self_discharge_rate
+
+  @property
+  def type_energy_stored(self):
+    """
+    Get type of energy stored from ['electrical', 'thermal']
+    :return: string
+    """
+    return self._type_energy_stored
+
+  @property
+  def storage_type(self):
+    """
+    Get storage type from ['lithium_ion', 'lead_acid', 'NiCd']
+    :return: string
+    """
+    return self._storage_type
+
+  @property
+  def rated_output_power(self):
+    """
+    Get the rated output power of storage system in Watts
+    :return: float
+    """
+    return self._rated_output_power
+
+  @property
+  def nominal_efficiency(self):
+    """
+     Get the nominal efficiency of the storage system
+    :return: float
+    """
+    return self._nominal_efficiency
+
+  @property
+  def battery_voltage(self):
+    """
+    Get the battery voltage in Volts
+    :return: float
+    """
+    return self._battery_voltage
+
+  @property
+  def depth_of_discharge(self):
+    """
+    Get the depth of discharge as a percentage
+    :return: float
+    """
+    return self._depth_of_discharge
+
+  @property
+  def self_discharge_rate(self):
+    """
+    Get the self discharge rate of battery as a percentage
+    :return: float
+    """
+    return self._self_discharge_rate
+
+  def to_dictionary(self):
+    """Class content to dictionary"""
+    content = {'Storage component': {
+      'storage id': self.id,
+      'type of energy stored': self.type_energy_stored,
+      'model name': self.model_name,
+      'manufacturer': self.manufacturer,
+      'storage type': self.storage_type,
+      'nominal capacity [J]': self.nominal_capacity,
+      'losses-ratio [J/J]': self.losses_ratio,
+      'rated power [W]': self.rated_output_power,
+      'nominal efficiency': self.nominal_efficiency,
+      'battery voltage [V]': self.battery_voltage,
+      'depth of discharge [%]': self.depth_of_discharge,
+      'self discharge rate': self.self_discharge_rate
+    }
+    }
+    return content

hub/catalog_factories/data_models/energy_systems/emission_system.py

@@ -10,10 +10,10 @@ class EmissionSystem:
   """
   Emission system class
   """
-  def __init__(self, system_id, name, system_type, parasitic_energy_consumption):
+  def __init__(self, system_id, model_name=None, system_type=None, parasitic_energy_consumption=0):
 
     self._system_id = system_id
-    self._name = name
+    self._model_name = model_name
     self._type = system_type
     self._parasitic_energy_consumption = parasitic_energy_consumption
 
@@ -26,12 +26,12 @@ class EmissionSystem:
     return self._system_id
 
   @property
-  def name(self):
+  def model_name(self):
     """
-    Get name
+    Get model name
     :return: string
     """
-    return self._name
+    return self._model_name
 
   @property
   def type(self):
@@ -52,7 +52,7 @@ class EmissionSystem:
   def to_dictionary(self):
     """Class content to dictionary"""
     content = {'Layer': {'id': self.id,
-                         'name': self.name,
+                         'model name': self.model_name,
                          'type': self.type,
                          'parasitic energy consumption per energy produced [J/J]': self.parasitic_energy_consumption
                          }

hub/catalog_factories/data_models/energy_systems/energy_storage_system.py

@@ -0,0 +1,75 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+from abc import ABC
+
+
+class EnergyStorageSystem(ABC):
+  """"
+  Energy Storage System Abstract Class
+  """
+
+  def __init__(self, storage_id, model_name=None, manufacturer=None,
+               nominal_capacity=None, losses_ratio=None):
+    self._storage_id = storage_id
+    self._model_name = model_name
+    self._manufacturer = manufacturer
+    self._nominal_capacity = nominal_capacity
+    self._losses_ratio = losses_ratio
+
+  @property
+  def id(self):
+    """
+    Get storage id
+    :return: string
+    """
+    return self._storage_id
+
+  @property
+  def type_energy_stored(self):
+    """
+    Get type of energy stored from ['electrical', 'thermal']
+    :return: string
+    """
+    raise NotImplementedError
+
+  @property
+  def model_name(self):
+    """
+    Get system model
+    :return: string
+    """
+    return self._model_name
+
+  @property
+  def manufacturer(self):
+    """
+    Get name of manufacturer
+    :return: string
+    """
+    return self._manufacturer
+
+  @property
+  def nominal_capacity(self):
+    """
+    Get the nominal capacity of the storage system in Jules
+    :return: float
+    """
+    return self._nominal_capacity
+
+  @property
+  def losses_ratio(self):
+    """
+    Get the losses-ratio of storage system in Jules lost / Jules stored
+    :return: float
+    """
+    return self._losses_ratio
+
+  def to_dictionary(self):
+    """Class content to dictionary"""
+    raise NotImplementedError

hub/catalog_factories/data_models/energy_systems/generation_system.py

@@ -1,33 +1,33 @@
 """
-Energy System catalog generation system
+Energy System catalog heat generation system
 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: Saeed Ranjbar saeed.ranjbar@concordia.ca
 """
 
 from __future__ import annotations
-from typing import Union
+from abc import ABC
+from typing import List, Union
+
+from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem
+from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem
 
 
-class GenerationSystem:
+class GenerationSystem(ABC):
   """
-  Generation system class
+  Heat Generation system class
   """
-  def __init__(self, system_id, name, system_type, fuel_type, source_types, heat_efficiency, cooling_efficiency,
-               electricity_efficiency, source_temperature, source_mass_flow, storage, auxiliary_equipment):
 
+  def __init__(self, system_id, name, model_name=None, manufacturer=None, fuel_type=None,
+               distribution_systems=None, energy_storage_systems=None):
     self._system_id = system_id
     self._name = name
-    self._type = system_type
+    self._model_name = model_name
+    self._manufacturer = manufacturer
     self._fuel_type = fuel_type
-    self._source_types = source_types
-    self._heat_efficiency = heat_efficiency
-    self._cooling_efficiency = cooling_efficiency
-    self._electricity_efficiency = electricity_efficiency
-    self._source_temperature = source_temperature
-    self._source_mass_flow = source_mass_flow
-    self._storage = storage
-    self._auxiliary_equipment = auxiliary_equipment
+    self._distribution_systems = distribution_systems
+    self._energy_storage_systems = energy_storage_systems
 
   @property
   def id(self):
@@ -40,108 +40,59 @@ class GenerationSystem:
   @property
   def name(self):
     """
-    Get name
+    Get system name
     :return: string
     """
     return self._name
 
   @property
-  def type(self):
+  def system_type(self):
     """
     Get type
     :return: string
     """
-    return self._type
+    raise NotImplementedError
+
+  @property
+  def model_name(self):
+    """
+    Get system id
+    :return: float
+    """
+    return self._model_name
+
+  @property
+  def manufacturer(self):
+    """
+    Get name
+    :return: string
+    """
+    return self._manufacturer
 
   @property
   def fuel_type(self):
     """
-    Get fuel_type from [renewable, gas, diesel, electricity, wood, coal]
+    Get fuel_type from [renewable, gas, diesel, electricity, wood, coal, biogas]
     :return: string
     """
     return self._fuel_type
 
   @property
-  def source_types(self):
+  def distribution_systems(self) -> Union[None, List[DistributionSystem]]:
     """
-    Get source_type from [air, water, geothermal, district_heating, grid, on_site_electricity]
-    :return: [string]
+    Get distributions systems connected to this generation system
+    :return: [DistributionSystem]
     """
-    return self._source_types
+    return self._distribution_systems
 
   @property
-  def heat_efficiency(self):
+  def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]:
     """
-    Get heat_efficiency
-    :return: float
+    Get energy storage systems connected to this generation system
+    :return: [EnergyStorageSystem]
     """
-    return self._heat_efficiency
-
-  @property
-  def cooling_efficiency(self):
-    """
-    Get cooling_efficiency
-    :return: float
-    """
-    return self._cooling_efficiency
-
-  @property
-  def electricity_efficiency(self):
-    """
-    Get electricity_efficiency
-    :return: float
-    """
-    return self._electricity_efficiency
-
-  @property
-  def source_temperature(self):
-    """
-    Get source_temperature in degree Celsius
-    :return: float
-    """
-    return self._source_temperature
-
-  @property
-  def source_mass_flow(self):
-    """
-    Get source_mass_flow in kg/s
-    :return: float
-    """
-    return self._source_mass_flow
-
-  @property
-  def storage(self):
-    """
-    Get boolean storage exists
-    :return: bool
-    """
-    return self._storage
-
-  @property
-  def auxiliary_equipment(self) -> Union[None, GenerationSystem]:
-    """
-    Get auxiliary_equipment
-    :return: GenerationSystem
-    """
-    return self._auxiliary_equipment
+    return self._energy_storage_systems
 
   def to_dictionary(self):
     """Class content to dictionary"""
-    _auxiliary_equipment = []
-    if self.auxiliary_equipment is not None:
-      _auxiliary_equipment = self.auxiliary_equipment.to_dictionary()
-    content = {'Layer': {'id': self.id,
-                         'name': self.name,
-                         'type': self.type,
-                         'fuel type': self.fuel_type,
-                         'source types': self.source_types,
-                         'source temperature [Celsius]': self.source_temperature,
-                         'source mass flow [kg/s]': self.source_mass_flow,
-                         'heat efficiency': self.heat_efficiency,
-                         'cooling efficiency': self.cooling_efficiency,
-                         'electricity efficiency': self.electricity_efficiency,
-                         'it has storage': self.storage,
-                         'auxiliary equipment': _auxiliary_equipment
-                         }
-               }
-    return content
+    raise NotImplementedError

hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py

@@ -0,0 +1,344 @@
+"""
+Energy System catalog non PV generation system
+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: Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+from typing import Union
+from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves
+from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem
+
+
+class NonPvGenerationSystem(GenerationSystem):
+  """
+  Non PV Generation system class
+  """
+
+  def __init__(self, system_id, name, system_type, model_name=None, manufacturer=None, fuel_type=None,
+               nominal_heat_output=None, maximum_heat_output=None, minimum_heat_output=None, source_medium=None,
+               supply_medium=None, heat_efficiency=None, nominal_cooling_output=None, maximum_cooling_output=None,
+               minimum_cooling_output=None, cooling_efficiency=None, electricity_efficiency=None,
+               source_temperature=None, source_mass_flow=None, nominal_electricity_output=None,
+               maximum_heat_supply_temperature=None, minimum_heat_supply_temperature=None,
+               maximum_cooling_supply_temperature=None, minimum_cooling_supply_temperature=None, heat_output_curve=None,
+               heat_fuel_consumption_curve=None, heat_efficiency_curve=None, cooling_output_curve=None,
+               cooling_fuel_consumption_curve=None, cooling_efficiency_curve=None,
+               distribution_systems=None, energy_storage_systems=None, domestic_hot_water=False,
+               reversible=None, simultaneous_heat_cold=None):
+    super().__init__(system_id=system_id, name=name, model_name=model_name, manufacturer=manufacturer,
+                     fuel_type=fuel_type, distribution_systems=distribution_systems,
+                     energy_storage_systems=energy_storage_systems)
+    self._system_type = system_type
+    self._nominal_heat_output = nominal_heat_output
+    self._maximum_heat_output = maximum_heat_output
+    self._minimum_heat_output = minimum_heat_output
+    self._heat_efficiency = heat_efficiency
+    self._nominal_cooling_output = nominal_cooling_output
+    self._maximum_cooling_output = maximum_cooling_output
+    self._minimum_cooling_output = minimum_cooling_output
+    self._cooling_efficiency = cooling_efficiency
+    self._electricity_efficiency = electricity_efficiency
+    self._nominal_electricity_output = nominal_electricity_output
+    self._source_medium = source_medium
+    self._source_temperature = source_temperature
+    self._source_mass_flow = source_mass_flow
+    self._supply_medium = supply_medium
+    self._maximum_heat_supply_temperature = maximum_heat_supply_temperature
+    self._minimum_heat_supply_temperature = minimum_heat_supply_temperature
+    self._maximum_cooling_supply_temperature = maximum_cooling_supply_temperature
+    self._minimum_cooling_supply_temperature = minimum_cooling_supply_temperature
+    self._heat_output_curve = heat_output_curve
+    self._heat_fuel_consumption_curve = heat_fuel_consumption_curve
+    self._heat_efficiency_curve = heat_efficiency_curve
+    self._cooling_output_curve = cooling_output_curve
+    self._cooling_fuel_consumption_curve = cooling_fuel_consumption_curve
+    self._cooling_efficiency_curve = cooling_efficiency_curve
+    self._domestic_hot_water = domestic_hot_water
+    self._reversible = reversible
+    self._simultaneous_heat_cold = simultaneous_heat_cold
+
+  @property
+  def system_type(self):
+    """
+    Get type
+    :return: string
+    """
+    return self._system_type
+
+  @property
+  def nominal_heat_output(self):
+    """
+    Get nominal heat output of heat generation devices in W
+    :return: float
+    """
+    return self._nominal_heat_output
+
+  @property
+  def maximum_heat_output(self):
+    """
+    Get maximum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._maximum_heat_output
+
+  @property
+  def minimum_heat_output(self):
+    """
+    Get minimum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._minimum_heat_output
+
+  @property
+  def source_medium(self):
+    """
+    Get source_type from [air, water, ground, district_heating, grid, on_site_electricity]
+    :return: string
+    """
+    return self._source_medium
+
+  @property
+  def supply_medium(self):
+    """
+    Get the supply medium from ['air', 'water']
+    :return: string
+    """
+    return self._supply_medium
+
+  @property
+  def heat_efficiency(self):
+    """
+    Get heat_efficiency
+    :return: float
+    """
+    return self._heat_efficiency
+
+  @property
+  def nominal_cooling_output(self):
+    """
+    Get nominal cooling output of heat generation devices in W
+    :return: float
+    """
+    return self._nominal_cooling_output
+
+  @property
+  def maximum_cooling_output(self):
+    """
+    Get maximum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._maximum_cooling_output
+
+  @property
+  def minimum_cooling_output(self):
+    """
+    Get minimum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._minimum_cooling_output
+
+  @property
+  def cooling_efficiency(self):
+    """
+    Get cooling_efficiency
+    :return: float
+    """
+    return self._cooling_efficiency
+
+  @property
+  def electricity_efficiency(self):
+    """
+    Get electricity_efficiency
+    :return: float
+    """
+    return self._electricity_efficiency
+
+  @property
+  def source_temperature(self):
+    """
+    Get source_temperature in degree Celsius
+    :return: float
+    """
+    return self._source_temperature
+
+  @property
+  def source_mass_flow(self):
+    """
+    Get source_mass_flow in kg/s
+    :return: float
+    """
+    return self._source_mass_flow
+
+  @property
+  def nominal_electricity_output(self):
+    """
+    Get nominal_power_output of electricity generation devices or inverters in W
+    :return: float
+    """
+    return self._nominal_electricity_output
+
+  @property
+  def maximum_heat_supply_temperature(self):
+    """
+    Get the maximum heat supply temperature in degree Celsius
+    :return: float
+    """
+    return self._minimum_heat_supply_temperature
+
+  @property
+  def minimum_heat_supply_temperature(self):
+    """
+    Get the minimum heat supply temperature in degree Celsius
+    :return: float
+    """
+    return self._minimum_heat_supply_temperature
+
+  @property
+  def maximum_cooling_supply_temperature(self):
+    """
+    Get the maximum cooling supply temperature in degree Celsius
+    :return: float
+    """
+    return self._maximum_cooling_supply_temperature
+
+  @property
+  def minimum_cooling_supply_temperature(self):
+    """
+    Get the minimum cooling supply temperature in degree Celsius
+    :return: float
+    """
+    return self._minimum_cooling_supply_temperature
+
+  @property
+  def heat_output_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heat output curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._heat_output_curve
+
+  @property
+  def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating fuel consumption curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._heat_fuel_consumption_curve
+
+  @property
+  def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating efficiency curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._heat_efficiency_curve
+
+  @property
+  def cooling_output_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heat output curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._cooling_output_curve
+
+  @property
+  def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating fuel consumption curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._cooling_fuel_consumption_curve
+
+  @property
+  def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating efficiency curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._cooling_efficiency_curve
+
+  @property
+  def domestic_hot_water(self):
+    """
+    Get the ability to produce domestic hot water
+    :return: bool
+    """
+    return self._domestic_hot_water
+
+  @property
+  def reversibility(self):
+    """
+    Get the ability to produce heating and cooling
+    :return: bool
+    """
+    return self._reversible
+
+  @property
+  def simultaneous_heat_cold(self):
+    """
+    Get the ability to produce heating and cooling at the same time
+    :return: bool
+    """
+    return self._simultaneous_heat_cold
+
+  def to_dictionary(self):
+    """Class content to dictionary"""
+    _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in
+                             self.distribution_systems] if self.distribution_systems is not None else None
+    _energy_storage_systems = [_energy_storage_system.to_dictionary() for _energy_storage_system in
+                               self.energy_storage_systems] if self.energy_storage_systems is not None else None
+    _heat_output_curve = self.heat_output_curve.to_dictionary() if (
+        self.heat_output_curve is not None) else None
+    _heat_fuel_consumption_curve = self.heat_fuel_consumption_curve.to_dictionary() if (
+        self.heat_fuel_consumption_curve is not None) else None
+    _heat_efficiency_curve = self.heat_efficiency_curve.to_dictionary() if (
+        self.heat_efficiency_curve is not None) else None
+    _cooling_output_curve = self.cooling_output_curve.to_dictionary() if (
+        self.cooling_output_curve is not None) else None
+    _cooling_fuel_consumption_curve = self.cooling_fuel_consumption_curve.to_dictionary() if (
+        self.cooling_fuel_consumption_curve is not None) else None
+    _cooling_efficiency_curve = self.cooling_efficiency_curve.to_dictionary() if (
+        self.cooling_efficiency_curve is not None) else None
+
+    content = {
+      'Energy Generation component':
+      {
+        'id': self.id,
+        'model name': self.model_name,
+        'manufacturer': self.manufacturer,
+        'type': self.system_type,
+        'fuel type': self.fuel_type,
+        'nominal heat output [W]': self.nominal_heat_output,
+        'maximum heat output [W]': self.maximum_heat_output,
+        'minimum heat output [W]': self.minimum_heat_output,
+        'source medium': self.source_medium,
+        'supply medium': self.supply_medium,
+        'source temperature [Celsius]': self.source_temperature,
+        'source mass flow [kg/s]': self.source_mass_flow,
+        'heat efficiency': self.heat_efficiency,
+        'nominal cooling output [W]': self.nominal_cooling_output,
+        'maximum cooling output [W]': self.maximum_cooling_output,
+        'minimum cooling output [W]': self.minimum_cooling_output,
+        'cooling efficiency': self.cooling_efficiency,
+        'electricity efficiency': self.electricity_efficiency,
+        'nominal power output [W]': self.nominal_electricity_output,
+        'maximum heating supply temperature [Celsius]': self.maximum_heat_supply_temperature,
+        'minimum heating supply temperature [Celsius]': self.minimum_heat_supply_temperature,
+        'maximum cooling supply temperature [Celsius]': self.maximum_cooling_supply_temperature,
+        'minimum cooling supply temperature [Celsius]': self.minimum_cooling_supply_temperature,
+        'heat output curve': self.heat_output_curve,
+        'heat fuel consumption curve': self.heat_fuel_consumption_curve,
+        'heat efficiency curve': _heat_efficiency_curve,
+        'cooling output curve': self.cooling_output_curve,
+        'cooling fuel consumption curve': self.cooling_fuel_consumption_curve,
+        'cooling efficiency curve': self.cooling_efficiency_curve,
+        'distribution systems connected': _distribution_systems,
+        'storage systems connected': _energy_storage_systems,
+        'domestic hot water production capability': self.domestic_hot_water,
+        'reversible cycle': self.reversibility,
+        'simultaneous heat and cooling production': self.simultaneous_heat_cold
+      }
+    }
+    return content

hub/catalog_factories/data_models/energy_systems/performance_curves.py

@@ -0,0 +1,72 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+from __future__ import annotations
+
+
+class PerformanceCurves:
+  """
+  Parameter function class
+  """
+
+  def __init__(self, curve_type, dependant_variable, parameters, coefficients):
+    self._curve_type = curve_type
+    self._dependant_variable = dependant_variable
+    self._parameters = parameters
+    self._coefficients = coefficients
+
+  @property
+  def curve_type(self):
+    """
+    The type of the fit function from the following
+    Linear =>>> y = a + b*x
+    Exponential =>>> y = a*(b**x)
+    Second degree polynomial =>>> y = a + b*x + c*(x**2)
+    Power =>>> y = a*(x**b)
+    Bi-Quadratic =>>> y = a + b*x + c*(x**2) + d*z + e*(z**2) + f*x*z
+
+    Get the type of function from ['linear', 'exponential', 'second degree polynomial', 'power', 'bi-quadratic']
+    :return: string
+    """
+    return self._curve_type
+
+  @property
+  def dependant_variable(self):
+    """
+    y (e.g. COP in COP = a*source temperature**2 + b*source temperature + c*source temperature*supply temperature +
+    d*supply temperature + e*supply temperature**2 + f)
+    """
+    return self._dependant_variable
+
+  @property
+  def parameters(self):
+    """
+    Get the list of parameters involved in fitting process as ['x', 'z'] (e.g. [source temperature, supply temperature]
+    in COP=)
+    :return: string
+    """
+    return self._parameters
+
+  @property
+  def coefficients(self):
+    """
+    Get the coefficients of the functions as list of ['a', 'b', 'c', 'd', 'e', 'f']
+    :return: [coefficients]
+    """
+    return self._coefficients
+
+  def to_dictionary(self):
+    """Class content to dictionary"""
+    content = {'Parameter Function': {
+      'curve type': self.curve_type,
+      'dependant variable': self.dependant_variable,
+      'parameter(s)': self.parameters,
+      'coefficients': self.coefficients,
+    }
+    }
+    return content

hub/catalog_factories/data_models/energy_systems/pv_generation_system.py

@@ -0,0 +1,165 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem
+
+
+class PvGenerationSystem(GenerationSystem):
+  """
+  Electricity Generation system class
+  """
+
+  def __init__(self, system_id, name, system_type, model_name=None, manufacturer=None, electricity_efficiency=None,
+               nominal_electricity_output=None, nominal_ambient_temperature=None, nominal_cell_temperature=None,
+               nominal_radiation=None, standard_test_condition_cell_temperature=None,
+               standard_test_condition_maximum_power=None, standard_test_condition_radiation=None,
+               cell_temperature_coefficient=None, width=None, height=None, distribution_systems=None,
+               energy_storage_systems=None):
+    super().__init__(system_id=system_id, name=name, model_name=model_name,
+                     manufacturer=manufacturer, fuel_type='renewable', distribution_systems=distribution_systems,
+                     energy_storage_systems=energy_storage_systems)
+    self._system_type = system_type
+    self._electricity_efficiency = electricity_efficiency
+    self._nominal_electricity_output = nominal_electricity_output
+    self._nominal_ambient_temperature = nominal_ambient_temperature
+    self._nominal_cell_temperature = nominal_cell_temperature
+    self._nominal_radiation = nominal_radiation
+    self._standard_test_condition_cell_temperature = standard_test_condition_cell_temperature
+    self._standard_test_condition_maximum_power = standard_test_condition_maximum_power
+    self._standard_test_condition_radiation = standard_test_condition_radiation
+    self._cell_temperature_coefficient = cell_temperature_coefficient
+    self._width = width
+    self._height = height
+
+  @property
+  def system_type(self):
+    """
+    Get type
+    :return: string
+    """
+    return self._system_type
+
+  @property
+  def nominal_electricity_output(self):
+    """
+    Get nominal_power_output of electricity generation devices or inverters in W
+    :return: float
+    """
+    return self._nominal_electricity_output
+
+  @property
+  def electricity_efficiency(self):
+    """
+    Get electricity_efficiency
+    :return: float
+    """
+    return self._electricity_efficiency
+
+  @property
+  def nominal_ambient_temperature(self):
+    """
+    Get nominal ambient temperature of PV panels in degree Celsius
+    :return: float
+    """
+    return self._nominal_ambient_temperature
+
+  @property
+  def nominal_cell_temperature(self):
+    """
+    Get nominal cell temperature of PV panels in degree Celsius
+    :return: float
+    """
+    return self._nominal_cell_temperature
+
+  @property
+  def nominal_radiation(self):
+    """
+    Get nominal radiation of PV panels
+    :return: float
+    """
+    return self._nominal_radiation
+
+  @property
+  def standard_test_condition_cell_temperature(self):
+    """
+    Get standard test condition cell temperature of PV panels in degree Celsius
+    :return: float
+    """
+    return self._standard_test_condition_cell_temperature
+
+  @property
+  def standard_test_condition_maximum_power(self):
+    """
+    Get standard test condition maximum power of PV panels in W
+    :return: float
+    """
+    return self._standard_test_condition_maximum_power
+
+  @property
+  def standard_test_condition_radiation(self):
+    """
+    Get standard test condition cell temperature of PV panels in W/m2
+    :return: float
+    """
+    return self._standard_test_condition_radiation
+
+
+  @property
+  def cell_temperature_coefficient(self):
+    """
+    Get cell temperature coefficient of PV module
+    :return: float
+    """
+    return self._cell_temperature_coefficient
+
+  @property
+  def width(self):
+    """
+    Get PV module width in m
+    :return: float
+    """
+    return self._width
+
+  @property
+  def height(self):
+    """
+    Get PV module height in m
+    :return: float
+    """
+    return self._height
+
+  def to_dictionary(self):
+    """Class content to dictionary"""
+    _distribution_systems = [_distribution_system.to_dictionary() for _distribution_system in
+                             self.distribution_systems] if self.distribution_systems is not None else None
+    _energy_storage_systems = [_energy_storage_system.to_dictionary() for _energy_storage_system in
+                               self.energy_storage_systems] if self.energy_storage_systems is not None else None
+    content = {
+      'Energy Generation component':
+      {
+        'id': self.id,
+        'model name': self.model_name,
+        'manufacturer': self.manufacturer,
+        'type': self.system_type,
+        'fuel type': self.fuel_type,
+        'electricity efficiency': self.electricity_efficiency,
+        'nominal power output [W]': self.nominal_electricity_output,
+        'nominal ambient temperature [Celsius]': self.nominal_ambient_temperature,
+        'nominal cell temperature [Celsius]': self.nominal_cell_temperature,
+        'nominal radiation [W/m2]': self.nominal_radiation,
+        'standard test condition cell temperature [Celsius]': self.standard_test_condition_cell_temperature,
+        'standard test condition maximum power [W]': self.standard_test_condition_maximum_power,
+        'standard test condition radiation [W/m2]': self.standard_test_condition_radiation,
+        'cell temperature coefficient': self.cell_temperature_coefficient,
+        'width': self.width,
+        'height': self.height,
+        'distribution systems connected': _distribution_systems,
+        'storage systems connected': _energy_storage_systems
+      }
+    }
+    return content

hub/catalog_factories/data_models/energy_systems/system.py

@@ -1,45 +1,36 @@
 """
-Energy System catalog equipment
+Energy Systems catalog System
 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: Saeed Ranjbar saeed.ranjbar@concordia.ca
 """
 
-from typing import Union
+from typing import Union, List
+from pathlib import Path
 
 from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem
 from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem
-from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem
 
 
 class System:
   """
   System class
   """
-  def __init__(self,
-               lod,
-               system_id,
-               name,
-               demand_types,
-               generation_system,
-               distribution_system,
-               emission_system):
 
-    self._lod = lod
+  def __init__(self,
+               system_id,
+               demand_types,
+               name=None,
+               generation_systems=None,
+               distribution_systems=None,
+               configuration_schema=None):
     self._system_id = system_id
     self._name = name
     self._demand_types = demand_types
-    self._generation_system = generation_system
-    self._distribution_system = distribution_system
-    self._emission_system = emission_system
-
-  @property
-  def lod(self):
-    """
-    Get level of detail of the catalog
-    :return: string
-    """
-    return self._lod
+    self._generation_systems = generation_systems
+    self._distribution_systems = distribution_systems
+    self._configuration_schema = configuration_schema
 
   @property
   def id(self):
@@ -52,7 +43,7 @@ class System:
   @property
   def name(self):
     """
-    Get name
+    Get the system name
     :return: string
     """
     return self._name
@@ -60,50 +51,49 @@ class System:
   @property
   def demand_types(self):
     """
-    Get demand able to cover from [heating, cooling, domestic_hot_water, electricity]
+    Get demand able to cover from ['heating', 'cooling', 'domestic_hot_water', 'electricity']
     :return: [string]
     """
     return self._demand_types
 
   @property
-  def generation_system(self) -> GenerationSystem:
+  def generation_systems(self) -> Union[None, List[GenerationSystem]]:
     """
-    Get generation system
-    :return: GenerationSystem
+    Get generation systems
+    :return: [GenerationSystem]
     """
-    return self._generation_system
+    return self._generation_systems
 
   @property
-  def distribution_system(self) -> Union[None, DistributionSystem]:
+  def distribution_systems(self) -> Union[None, List[DistributionSystem]]:
     """
-    Get distribution system
-    :return: DistributionSystem
+    Get distribution systems
+    :return: [DistributionSystem]
     """
-    return self._distribution_system
+    return self._distribution_systems
 
   @property
-  def emission_system(self) -> Union[None, EmissionSystem]:
+  def configuration_schema(self) -> Path:
     """
-    Get emission system
-    :return: EmissionSystem
+    Get system configuration schema
+    :return: Path
     """
-    return self._emission_system
+    return self._configuration_schema
 
   def to_dictionary(self):
     """Class content to dictionary"""
-    _distribution_system = None
-    if self.distribution_system is not None:
-      _distribution_system = self.distribution_system.to_dictionary()
-    _emission_system = None
-    if self.emission_system is not None:
-      _emission_system = self.emission_system.to_dictionary()
-    content = {'Layer': {'id': self.id,
+    _generation_systems = []
+    for _generation in self.generation_systems:
+      _generation_systems.append(_generation.to_dictionary())
+    _distribution_systems = [_distribution.to_dictionary() for _distribution in
+                             self.distribution_systems] if self.distribution_systems is not None else None
+
+    content = {'system': {'id': self.id,
                           'name': self.name,
-                         'level of detail': self.lod,
                           'demand types': self.demand_types,
-                         'generation system': self.generation_system.to_dictionary(),
-                         'distribution system': _distribution_system,
-                         'emission system': _emission_system
+                          'generation system(s)': _generation_systems,
+                          'distribution system(s)': _distribution_systems,
+                          'configuration schema path': self.configuration_schema
                           }
                }
     return content

hub/catalog_factories/data_models/energy_systems/thermal_storage_system.py

@@ -0,0 +1,126 @@
+"""
+Energy System catalog thermal storage system
+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: Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+from hub.catalog_factories.data_models.energy_systems.energy_storage_system import EnergyStorageSystem
+from hub.catalog_factories.data_models.construction.layer import Layer
+from hub.catalog_factories.data_models.construction.material import Material
+
+class ThermalStorageSystem(EnergyStorageSystem):
+  """"
+  Energy Storage System Class
+  """
+
+  def __init__(self, storage_id, type_energy_stored=None, model_name=None, manufacturer=None, storage_type=None,
+               nominal_capacity=None, losses_ratio=None, volume=None, height=None, layers=None,
+               maximum_operating_temperature=None, storage_medium=None, heating_coil_capacity=None):
+
+    super().__init__(storage_id, model_name, manufacturer, nominal_capacity, losses_ratio)
+    self._type_energy_stored = type_energy_stored
+    self._storage_type = storage_type
+    self._volume = volume
+    self._height = height
+    self._layers = layers
+    self._maximum_operating_temperature = maximum_operating_temperature
+    self._storage_medium = storage_medium
+    self._heating_coil_capacity = heating_coil_capacity
+
+  @property
+  def type_energy_stored(self):
+    """
+    Get type of energy stored from ['electrical', 'thermal']
+    :return: string
+    """
+    return self._type_energy_stored
+
+  @property
+  def storage_type(self):
+    """
+    Get storage type from ['thermal', 'sensible', 'latent']
+    :return: string
+    """
+    return self._storage_type
+
+  @property
+  def volume(self):
+    """
+    Get the physical volume of the storage system in cubic meters
+    :return: float
+    """
+    return self._volume
+
+  @property
+  def height(self):
+    """
+    Get the diameter of the storage system in meters
+    :return: float
+    """
+    return self._height
+
+  @property
+  def layers(self) -> [Layer]:
+    """
+    Get construction layers
+    :return: [layer]
+    """
+    return self._layers
+
+  @property
+  def maximum_operating_temperature(self):
+    """
+    Get maximum operating temperature of the storage system in degree Celsius
+    :return: float
+    """
+    return self._maximum_operating_temperature
+
+  @property
+  def storage_medium(self) -> Material:
+    """
+    Get thermodynamic characteristics of the storage medium
+    :return: [material
+    """
+    return self._storage_medium
+
+  @property
+  def heating_coil_capacity(self):
+    """
+    Get heating coil capacity in Watts
+    :return: [material
+    """
+    return self._heating_coil_capacity
+
+  def to_dictionary(self):
+    """Class content to dictionary"""
+    _layers = None
+    _medias = None
+    if self.layers is not None:
+      _layers = []
+      for _layer in self.layers:
+        _layers.append(_layer.to_dictionary())
+
+    if self.storage_medium is not None:
+      _medias = self.storage_medium.to_dictionary()
+
+    content = {
+      'Storage component':
+      {
+        'storage id': self.id,
+        'type of energy stored': self.type_energy_stored,
+        'model name': self.model_name,
+        'manufacturer': self.manufacturer,
+        'storage type': self.storage_type,
+        'nominal capacity [J]': self.nominal_capacity,
+        'losses-ratio [J/J]': self.losses_ratio,
+        'volume [m3]': self.volume,
+        'height [m]': self.height,
+        'layers': _layers,
+        'maximum operating temperature [Celsius]': self.maximum_operating_temperature,
+        'storage_medium': self.storage_medium.to_dictionary(),
+        'heating coil capacity [W]': self.heating_coil_capacity
+      }
+    }
+    return content

hub/catalog_factories/energy_systems/montreal_custom_catalog.py

@@ -10,45 +10,46 @@ import xmltodict
 from hub.catalog_factories.catalog import Catalog
 from hub.catalog_factories.data_models.energy_systems.system import System
 from hub.catalog_factories.data_models.energy_systems.content import Content
-from hub.catalog_factories.data_models.energy_systems.generation_system import GenerationSystem
+from hub.catalog_factories.data_models.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem
 from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem
 from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem
 from hub.catalog_factories.data_models.energy_systems.archetype import Archetype
+from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.catalog_factories.data_models.energy_systems.electrical_storage_system import ElectricalStorageSystem
 
 
 class MontrealCustomCatalog(Catalog):
   """
   Montreal custom energy systems catalog class
   """
+
   def __init__(self, path):
     path = str(path / 'montreal_custom_systems.xml')
     with open(path, 'r', encoding='utf-8') as xml:
       self._archetypes = xmltodict.parse(xml.read(), force_list=('system', 'system_cluster', 'equipment',
                                                                  'demand', 'system_id'))
 
-    self._lod = float(self._archetypes['catalog']['@lod'])
-
     self._catalog_generation_equipments = self._load_generation_equipments()
-    self._catalog_distribution_equipments = self._load_distribution_equipments()
     self._catalog_emission_equipments = self._load_emission_equipments()
+    self._catalog_distribution_equipments = self._load_distribution_equipments()
     self._catalog_systems = self._load_systems()
     self._catalog_archetypes = self._load_archetypes()
-
     # store the full catalog data model in self._content
     self._content = Content(self._catalog_archetypes,
                             self._catalog_systems,
                             self._catalog_generation_equipments,
-                            self._catalog_distribution_equipments,
-                            self._catalog_emission_equipments)
+                            self._catalog_distribution_equipments)
 
   def _load_generation_equipments(self):
     _equipments = []
+    _storages = []
     equipments = self._archetypes['catalog']['generation_equipments']['equipment']
     for equipment in equipments:
       equipment_id = float(equipment['@id'])
       equipment_type = equipment['@type']
       fuel_type = equipment['@fuel_type']
-      name = equipment['name']
+      model_name = equipment['name']
       heating_efficiency = None
       if 'heating_efficiency' in equipment:
         heating_efficiency = float(equipment['heating_efficiency'])
@@ -58,21 +59,38 @@ class MontrealCustomCatalog(Catalog):
       electricity_efficiency = None
       if 'electrical_efficiency' in equipment:
         electricity_efficiency = float(equipment['electrical_efficiency'])
-      storage = literal_eval(equipment['storage'].capitalize())
-      generation_system = GenerationSystem(equipment_id,
-                                           name,
-                                           equipment_type,
-                                           fuel_type,
-                                           None,
-                                           heating_efficiency,
-                                           cooling_efficiency,
-                                           electricity_efficiency,
-                                           None,
-                                           None,
-                                           storage,
-                                           None)
 
+      storage_systems = None
+      storage = literal_eval(equipment['storage'].capitalize())
+      if storage:
+        if equipment_type == 'electricity generator':
+          storage_system = ElectricalStorageSystem(equipment_id)
+        else:
+          storage_system = ThermalStorageSystem(equipment_id)
+        storage_systems = [storage_system]
+      if model_name == 'PV system':
+        system_type = 'Photovoltaic'
+        generation_system = PvGenerationSystem(equipment_id,
+                                               name=None,
+                                               system_type= system_type,
+                                               model_name=model_name,
+                                               electricity_efficiency=electricity_efficiency,
+                                               energy_storage_systems=storage_systems
+                                               )
+      else:
+        generation_system = NonPvGenerationSystem(equipment_id,
+                                                  name=None,
+                                                  model_name=model_name,
+                                                  system_type=equipment_type,
+                                                  fuel_type=fuel_type,
+                                                  heat_efficiency=heating_efficiency,
+                                                  cooling_efficiency=cooling_efficiency,
+                                                  electricity_efficiency=electricity_efficiency,
+                                                  energy_storage_systems=storage_systems,
+                                                  domestic_hot_water=False
+                                                  )
       _equipments.append(generation_system)
+
     return _equipments
 
   def _load_distribution_equipments(self):
@@ -81,7 +99,7 @@ class MontrealCustomCatalog(Catalog):
     for equipment in equipments:
       equipment_id = float(equipment['@id'])
       equipment_type = equipment['@type']
-      name = equipment['name']
+      model_name = equipment['name']
       distribution_heat_losses = None
       if 'distribution_heat_losses' in equipment:
         distribution_heat_losses = float(equipment['distribution_heat_losses']['#text']) / 100
@@ -90,15 +108,22 @@ class MontrealCustomCatalog(Catalog):
         distribution_consumption_fix_flow = float(equipment['distribution_consumption_fix_flow']['#text']) / 100
       distribution_consumption_variable_flow = None
       if 'distribution_consumption_variable_flow' in equipment:
-        distribution_consumption_variable_flow = float(equipment['distribution_consumption_variable_flow']['#text']) / 100
+        distribution_consumption_variable_flow = float(
+          equipment['distribution_consumption_variable_flow']['#text']) / 100
+
+      emission_equipment = equipment['dissipation_id']
+      _emission_equipments = None
+      for equipment_archetype in self._catalog_emission_equipments:
+        if int(equipment_archetype.id) == int(emission_equipment):
+          _emission_equipments = [equipment_archetype]
 
       distribution_system = DistributionSystem(equipment_id,
-                                               name,
-                                               equipment_type,
-                                               None,
-                                               distribution_consumption_fix_flow,
-                                               distribution_consumption_variable_flow,
-                                               distribution_heat_losses)
+                                               model_name=model_name,
+                                               system_type=equipment_type,
+                                               distribution_consumption_fix_flow=distribution_consumption_fix_flow,
+                                               distribution_consumption_variable_flow=distribution_consumption_variable_flow,
+                                               heat_losses=distribution_heat_losses,
+                                               emission_systems=_emission_equipments)
 
       _equipments.append(distribution_system)
     return _equipments
@@ -109,15 +134,15 @@ class MontrealCustomCatalog(Catalog):
     for equipment in equipments:
       equipment_id = float(equipment['@id'])
       equipment_type = equipment['@type']
-      name = equipment['name']
-      parasitic_consumption = None
+      model_name = equipment['name']
+      parasitic_consumption = 0
       if 'parasitic_consumption' in equipment:
         parasitic_consumption = float(equipment['parasitic_consumption']['#text']) / 100
 
       emission_system = EmissionSystem(equipment_id,
-                                       name,
-                                       equipment_type,
-                                       parasitic_consumption)
+                                       model_name=model_name,
+                                       system_type=equipment_type,
+                                       parasitic_energy_consumption=parasitic_consumption)
 
       _equipments.append(emission_system)
     return _equipments
@@ -130,28 +155,21 @@ class MontrealCustomCatalog(Catalog):
       name = system['name']
       demands = system['demands']['demand']
       generation_equipment = system['equipments']['generation_id']
-      _generation_equipment = None
+      _generation_equipments = None
       for equipment_archetype in self._catalog_generation_equipments:
         if int(equipment_archetype.id) == int(generation_equipment):
-          _generation_equipment = equipment_archetype
+          _generation_equipments = [equipment_archetype]
       distribution_equipment = system['equipments']['distribution_id']
-      _distribution_equipment = None
+      _distribution_equipments = None
       for equipment_archetype in self._catalog_distribution_equipments:
         if int(equipment_archetype.id) == int(distribution_equipment):
-          _distribution_equipment = equipment_archetype
-      emission_equipment = system['equipments']['dissipation_id']
-      _emission_equipment = None
-      for equipment_archetype in self._catalog_emission_equipments:
-        if int(equipment_archetype.id) == int(emission_equipment):
-          _emission_equipment = equipment_archetype
+          _distribution_equipments = [equipment_archetype]
 
-      _catalog_systems.append(System(self._lod,
-                                     system_id,
-                                     name,
+      _catalog_systems.append(System(system_id,
                                      demands,
-                                     _generation_equipment,
-                                     _distribution_equipment,
-                                     _emission_equipment))
+                                     name=name,
+                                     generation_systems=_generation_equipments,
+                                     distribution_systems=_distribution_equipments))
     return _catalog_systems
 
   def _load_archetypes(self):
@@ -165,7 +183,7 @@ class MontrealCustomCatalog(Catalog):
         for system_archetype in self._catalog_systems:
           if int(system_archetype.id) == int(system):
             _systems.append(system_archetype)
-      _catalog_archetypes.append(Archetype(self._lod, name, _systems))
+      _catalog_archetypes.append(Archetype(name, _systems))
     return _catalog_archetypes
 
   def names(self, category=None):
@@ -175,17 +193,15 @@ class MontrealCustomCatalog(Catalog):
     """
     if category is None:
       _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'distribution_equipments': [],
-                'emission_equipments':[]}
+                'emission_equipments': []}
       for archetype in self._content.archetypes:
         _names['archetypes'].append(archetype.name)
       for system in self._content.systems:
         _names['systems'].append(system.name)
       for equipment in self._content.generation_equipments:
-        _names['generation_equipments'].append(equipment.name)
+        _names['generation_equipments'].append(equipment.model_name)
       for equipment in self._content.distribution_equipments:
-        _names['distribution_equipments'].append(equipment.name)
-      for equipment in self._content.emission_equipments:
-        _names['emission_equipments'].append(equipment.name)
+        _names['distribution_equipments'].append(equipment.model_name)
     else:
       _names = {category: []}
       if category.lower() == 'archetypes':
@@ -196,13 +212,10 @@ class MontrealCustomCatalog(Catalog):
           _names[category].append(system.name)
       elif category.lower() == 'generation_equipments':
         for system in self._content.generation_equipments:
-          _names[category].append(system.name)
+          _names[category].append(system.model_name)
       elif category.lower() == 'distribution_equipments':
         for system in self._content.distribution_equipments:
-          _names[category].append(system.name)
-      elif category.lower() == 'emission_equipments':
-        for system in self._content.emission_equipments:
-          _names[category].append(system.name)
+          _names[category].append(system.model_name)
       else:
         raise ValueError(f'Unknown category [{category}]')
     return _names
@@ -222,9 +235,6 @@ class MontrealCustomCatalog(Catalog):
       return self._content.generation_equipments
     if category.lower() == 'distribution_equipments':
       return self._content.distribution_equipments
-    if category.lower() == 'emission_equipments':
-      return self._content.emission_equipments
-    raise ValueError(f'Unknown category [{category}]')
 
   def get_entry(self, name):
     """
@@ -238,12 +248,9 @@ class MontrealCustomCatalog(Catalog):
       if entry.name.lower() == name.lower():
         return entry
     for entry in self._content.generation_equipments:
-      if entry.name.lower() == name.lower():
+      if entry.model_name.lower() == name.lower():
         return entry
     for entry in self._content.distribution_equipments:
-      if entry.name.lower() == name.lower():
-        return entry
-    for entry in self._content.emission_equipments:
-      if entry.name.lower() == name.lower():
+      if entry.model_name.lower() == name.lower():
         return entry
     raise IndexError(f"{name} doesn't exists in the catalog")

hub/catalog_factories/energy_systems/montreal_future_system_catalogue.py

@@ -0,0 +1,559 @@
+"""
+Montreal future energy system catalog
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+import xmltodict
+from pathlib import Path
+from hub.catalog_factories.catalog import Catalog
+from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem
+from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem
+from hub.catalog_factories.data_models.energy_systems.system import System
+from hub.catalog_factories.data_models.energy_systems.content import Content
+from hub.catalog_factories.data_models.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem
+from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves
+from hub.catalog_factories.data_models.energy_systems.archetype import Archetype
+from hub.catalog_factories.data_models.construction.material import Material
+from hub.catalog_factories.data_models.construction.layer import Layer
+
+
+class MontrealFutureSystemCatalogue(Catalog):
+  """
+  North america energy system catalog class
+  """
+
+  def __init__(self, path):
+    path = str(path / 'montreal_future_systems.xml')
+    with open(path, 'r', encoding='utf-8') as xml:
+      self._archetypes = xmltodict.parse(xml.read(),
+                                         force_list=['pv_generation_component', 'templateStorages', 'demand'])
+
+    self._storage_components = self._load_storage_components()
+    self._generation_components = self._load_generation_components()
+    self._energy_emission_components = self._load_emission_equipments()
+    self._distribution_components = self._load_distribution_equipments()
+    self._systems = self._load_systems()
+    self._system_archetypes = self._load_archetypes()
+    self._content = Content(self._system_archetypes,
+                            self._systems,
+                            generations=self._generation_components,
+                            distributions=self._distribution_components)
+
+  def _load_generation_components(self):
+    generation_components = []
+    non_pv_generation_components = self._archetypes['EnergySystemCatalog']['energy_generation_components'][
+      'non_pv_generation_component']
+    if non_pv_generation_components is not None:
+      for non_pv in non_pv_generation_components:
+        system_id = non_pv['system_id']
+        name = non_pv['name']
+        system_type = non_pv['system_type']
+        model_name = non_pv['model_name']
+        manufacturer = non_pv['manufacturer']
+        fuel_type = non_pv['fuel_type']
+        distribution_systems = non_pv['distribution_systems']
+        energy_storage_systems = None
+        if non_pv['energy_storage_systems'] is not None:
+          storage_component = non_pv['energy_storage_systems']['storage_id']
+          storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component)
+          energy_storage_systems = storage_systems
+        nominal_heat_output = non_pv['nominal_heat_output']
+        maximum_heat_output = non_pv['maximum_heat_output']
+        minimum_heat_output = non_pv['minimum_heat_output']
+        source_medium = non_pv['source_medium']
+        supply_medium = non_pv['supply_medium']
+        heat_efficiency = non_pv['heat_efficiency']
+        nominal_cooling_output = non_pv['nominal_cooling_output']
+        maximum_cooling_output = non_pv['maximum_cooling_output']
+        minimum_cooling_output = non_pv['minimum_cooling_output']
+        cooling_efficiency = non_pv['cooling_efficiency']
+        electricity_efficiency = non_pv['electricity_efficiency']
+        source_temperature = non_pv['source_temperature']
+        source_mass_flow = non_pv['source_mass_flow']
+        nominal_electricity_output = non_pv['nominal_electricity_output']
+        maximum_heat_supply_temperature = non_pv['maximum_heat_supply_temperature']
+        minimum_heat_supply_temperature = non_pv['minimum_heat_supply_temperature']
+        maximum_cooling_supply_temperature = non_pv['maximum_cooling_supply_temperature']
+        minimum_cooling_supply_temperature = non_pv['minimum_cooling_supply_temperature']
+        heat_output_curve = None
+        heat_fuel_consumption_curve = None
+        heat_efficiency_curve = None
+        cooling_output_curve = None
+        cooling_fuel_consumption_curve = None
+        cooling_efficiency_curve = None
+        if non_pv['heat_output_curve'] is not None:
+          curve_type = non_pv['heat_output_curve']['curve_type']
+          dependant_variable = non_pv['heat_output_curve']['dependant_variable']
+          parameters = non_pv['heat_output_curve']['parameters']
+          coefficients = list(non_pv['heat_output_curve']['coefficients'].values())
+          heat_output_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['heat_fuel_consumption_curve'] is not None:
+          curve_type = non_pv['heat_fuel_consumption_curve']['curve_type']
+          dependant_variable = non_pv['heat_fuel_consumption_curve']['dependant_variable']
+          parameters = non_pv['heat_fuel_consumption_curve']['parameters']
+          coefficients = list(non_pv['heat_fuel_consumption_curve']['coefficients'].values())
+          heat_fuel_consumption_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['heat_efficiency_curve'] is not None:
+          curve_type = non_pv['heat_efficiency_curve']['curve_type']
+          dependant_variable = non_pv['heat_efficiency_curve']['dependant_variable']
+          parameters = non_pv['heat_efficiency_curve']['parameters']
+          coefficients = list(non_pv['heat_efficiency_curve']['coefficients'].values())
+          heat_efficiency_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['cooling_output_curve'] is not None:
+          curve_type = non_pv['cooling_output_curve']['curve_type']
+          dependant_variable = non_pv['cooling_output_curve']['dependant_variable']
+          parameters = non_pv['cooling_output_curve']['parameters']
+          coefficients = list(non_pv['cooling_output_curve']['coefficients'].values())
+          cooling_output_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['cooling_fuel_consumption_curve'] is not None:
+          curve_type = non_pv['cooling_fuel_consumption_curve']['curve_type']
+          dependant_variable = non_pv['cooling_fuel_consumption_curve']['dependant_variable']
+          parameters = non_pv['cooling_fuel_consumption_curve']['parameters']
+          coefficients = list(non_pv['cooling_fuel_consumption_curve']['coefficients'].values())
+          cooling_fuel_consumption_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['cooling_efficiency_curve'] is not None:
+          curve_type = non_pv['cooling_efficiency_curve']['curve_type']
+          dependant_variable = non_pv['cooling_efficiency_curve']['dependant_variable']
+          parameters = non_pv['cooling_efficiency_curve']['parameters']
+          coefficients = list(non_pv['cooling_efficiency_curve']['coefficients'].values())
+          cooling_efficiency_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        dhw = None
+        if non_pv['domestic_hot_water'] is not None:
+          if non_pv['domestic_hot_water'] == 'True':
+            dhw = True
+          else:
+            dhw = False
+
+        reversible = None
+        if non_pv['reversible'] is not None:
+          if non_pv['reversible'] == 'True':
+            reversible = True
+          else:
+            reversible = False
+
+        dual_supply = None
+        if non_pv['simultaneous_heat_cold'] is not None:
+          if non_pv['simultaneous_heat_cold'] == 'True':
+            dual_supply = True
+          else:
+            dual_supply = False
+        non_pv_component = NonPvGenerationSystem(system_id=system_id,
+                                                 name=name,
+                                                 system_type=system_type,
+                                                 model_name=model_name,
+                                                 manufacturer=manufacturer,
+                                                 fuel_type=fuel_type,
+                                                 nominal_heat_output=nominal_heat_output,
+                                                 maximum_heat_output=maximum_heat_output,
+                                                 minimum_heat_output=minimum_heat_output,
+                                                 source_medium=source_medium,
+                                                 supply_medium=supply_medium,
+                                                 heat_efficiency=heat_efficiency,
+                                                 nominal_cooling_output=nominal_cooling_output,
+                                                 maximum_cooling_output=maximum_cooling_output,
+                                                 minimum_cooling_output=minimum_cooling_output,
+                                                 cooling_efficiency=cooling_efficiency,
+                                                 electricity_efficiency=electricity_efficiency,
+                                                 source_temperature=source_temperature,
+                                                 source_mass_flow=source_mass_flow,
+                                                 nominal_electricity_output=nominal_electricity_output,
+                                                 maximum_heat_supply_temperature=maximum_heat_supply_temperature,
+                                                 minimum_heat_supply_temperature=minimum_heat_supply_temperature,
+                                                 maximum_cooling_supply_temperature=maximum_cooling_supply_temperature,
+                                                 minimum_cooling_supply_temperature=minimum_cooling_supply_temperature,
+                                                 heat_output_curve=heat_output_curve,
+                                                 heat_fuel_consumption_curve=heat_fuel_consumption_curve,
+                                                 heat_efficiency_curve=heat_efficiency_curve,
+                                                 cooling_output_curve=cooling_output_curve,
+                                                 cooling_fuel_consumption_curve=cooling_fuel_consumption_curve,
+                                                 cooling_efficiency_curve=cooling_efficiency_curve,
+                                                 distribution_systems=distribution_systems,
+                                                 energy_storage_systems=energy_storage_systems,
+                                                 domestic_hot_water=dhw,
+                                                 reversible=reversible,
+                                                 simultaneous_heat_cold=dual_supply)
+        generation_components.append(non_pv_component)
+    pv_generation_components = self._archetypes['EnergySystemCatalog']['energy_generation_components'][
+      'pv_generation_component']
+    if pv_generation_components is not None:
+      for pv in pv_generation_components:
+        system_id = pv['system_id']
+        name = pv['name']
+        system_type = pv['system_type']
+        model_name = pv['model_name']
+        manufacturer = pv['manufacturer']
+        electricity_efficiency = pv['electricity_efficiency']
+        nominal_electricity_output = pv['nominal_electricity_output']
+        nominal_ambient_temperature = pv['nominal_ambient_temperature']
+        nominal_cell_temperature = pv['nominal_cell_temperature']
+        nominal_radiation = pv['nominal_radiation']
+        standard_test_condition_cell_temperature = pv['standard_test_condition_cell_temperature']
+        standard_test_condition_maximum_power = pv['standard_test_condition_maximum_power']
+        standard_test_condition_radiation = pv['standard_test_condition_radiation']
+        cell_temperature_coefficient = pv['cell_temperature_coefficient']
+        width = pv['width']
+        height = pv['height']
+        distribution_systems = pv['distribution_systems']
+        energy_storage_systems = None
+        if pv['energy_storage_systems'] is not None:
+          storage_component = pv['energy_storage_systems']['storage_id']
+          storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component)
+          energy_storage_systems = storage_systems
+        pv_component = PvGenerationSystem(system_id=system_id,
+                                          name=name,
+                                          system_type=system_type,
+                                          model_name=model_name,
+                                          manufacturer=manufacturer,
+                                          electricity_efficiency=electricity_efficiency,
+                                          nominal_electricity_output=nominal_electricity_output,
+                                          nominal_ambient_temperature=nominal_ambient_temperature,
+                                          nominal_cell_temperature=nominal_cell_temperature,
+                                          nominal_radiation=nominal_radiation,
+                                          standard_test_condition_cell_temperature=
+                                          standard_test_condition_cell_temperature,
+                                          standard_test_condition_maximum_power=standard_test_condition_maximum_power,
+                                          standard_test_condition_radiation=standard_test_condition_radiation,
+                                          cell_temperature_coefficient=cell_temperature_coefficient,
+                                          width=width,
+                                          height=height,
+                                          distribution_systems=distribution_systems,
+                                          energy_storage_systems=energy_storage_systems)
+        generation_components.append(pv_component)
+
+    return generation_components
+
+  def _load_distribution_equipments(self):
+    _equipments = []
+    distribution_systems = self._archetypes['EnergySystemCatalog']['distribution_systems']['distribution_system']
+    if distribution_systems is not None:
+      for distribution_system in distribution_systems:
+        system_id = None
+        model_name = None
+        system_type = None
+        supply_temperature = None
+        distribution_consumption_fix_flow = None
+        distribution_consumption_variable_flow = None
+        heat_losses = None
+        generation_systems = None
+        energy_storage_systems = None
+        emission_systems = None
+        distribution_equipment = DistributionSystem(system_id=system_id,
+                                                    model_name=model_name,
+                                                    system_type=system_type,
+                                                    supply_temperature=supply_temperature,
+                                                    distribution_consumption_fix_flow=distribution_consumption_fix_flow,
+                                                    distribution_consumption_variable_flow=
+                                                    distribution_consumption_variable_flow,
+                                                    heat_losses=heat_losses,
+                                                    generation_systems=generation_systems,
+                                                    energy_storage_systems=energy_storage_systems,
+                                                    emission_systems=emission_systems
+                                                    )
+        _equipments.append(distribution_equipment)
+    return _equipments
+
+  def _load_emission_equipments(self):
+    _equipments = []
+    dissipation_systems = self._archetypes['EnergySystemCatalog']['dissipation_systems']['dissipation_system']
+    if dissipation_systems is not None:
+      for dissipation_system in dissipation_systems:
+        system_id = None
+        model_name = None
+        system_type = None
+        parasitic_energy_consumption = 0
+        emission_system = EmissionSystem(system_id=system_id,
+                                         model_name=model_name,
+                                         system_type=system_type,
+                                         parasitic_energy_consumption=parasitic_energy_consumption)
+        _equipments.append(emission_system)
+    return _equipments
+
+  def _load_storage_components(self):
+    storage_components = []
+    thermal_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['thermalStorages']
+    template_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['templateStorages']
+    for tes in thermal_storages:
+      storage_id = tes['storage_id']
+      type_energy_stored = tes['type_energy_stored']
+      model_name = tes['model_name']
+      manufacturer = tes['manufacturer']
+      storage_type = tes['storage_type']
+      volume = tes['physical_characteristics']['volume']
+      height = tes['physical_characteristics']['height']
+      maximum_operating_temperature = tes['maximum_operating_temperature']
+      materials = self._load_materials()
+      insulation_material_id = tes['insulation']['material_id']
+      insulation_material = self._search_material(materials, insulation_material_id)
+      material_id = tes['physical_characteristics']['material_id']
+      tank_material = self._search_material(materials, material_id)
+      thickness = float(tes['insulation']['insulationThickness']) / 100  # from cm to m
+      insulation_layer = Layer(None, 'insulation', insulation_material, thickness)
+      thickness = float(tes['physical_characteristics']['tankThickness']) / 100  # from cm to m
+      tank_layer = Layer(None, 'tank', tank_material, thickness)
+      media = self._load_media()
+      media_id = tes['storage_medium']['medium_id']
+      medium = self._search_media(media, media_id)
+      layers = [insulation_layer, tank_layer]
+      nominal_capacity = tes['nominal_capacity']
+      losses_ratio = tes['losses_ratio']
+      heating_coil_capacity = tes['heating_coil_capacity']
+      storage_component = ThermalStorageSystem(storage_id=storage_id,
+                                               model_name=model_name,
+                                               type_energy_stored=type_energy_stored,
+                                               manufacturer=manufacturer,
+                                               storage_type=storage_type,
+                                               nominal_capacity=nominal_capacity,
+                                               losses_ratio=losses_ratio,
+                                               volume=volume,
+                                               height=height,
+                                               layers=layers,
+                                               maximum_operating_temperature=maximum_operating_temperature,
+                                               storage_medium=medium,
+                                               heating_coil_capacity=heating_coil_capacity)
+      storage_components.append(storage_component)
+
+    for template in template_storages:
+      storage_id = template['storage_id']
+      storage_type = template['storage_type']
+      type_energy_stored = template['type_energy_stored']
+      maximum_operating_temperature = template['maximum_operating_temperature']
+      height = float(template['physical_characteristics']['height'])
+      materials = self._load_materials()
+      insulation_material_id = template['insulation']['material_id']
+      insulation_material = self._search_material(materials, insulation_material_id)
+      material_id = template['physical_characteristics']['material_id']
+      tank_material = self._search_material(materials, material_id)
+      thickness = float(template['insulation']['insulationThickness']) / 100  # from cm to m
+      insulation_layer = Layer(None, 'insulation', insulation_material, thickness)
+      thickness = float(template['physical_characteristics']['tankThickness']) / 100  # from cm to m
+      tank_layer = Layer(None, 'tank', tank_material, thickness)
+      layers = [insulation_layer, tank_layer]
+      media = self._load_media()
+      media_id = template['storage_medium']['medium_id']
+      medium = self._search_media(media, media_id)
+      model_name = template['model_name']
+      manufacturer = template['manufacturer']
+      nominal_capacity = template['nominal_capacity']
+      losses_ratio = template['losses_ratio']
+      volume = template['physical_characteristics']['volume']
+      heating_coil_capacity = template['heating_coil_capacity']
+      storage_component = ThermalStorageSystem(storage_id=storage_id,
+                                               model_name=model_name,
+                                               type_energy_stored=type_energy_stored,
+                                               manufacturer=manufacturer,
+                                               storage_type=storage_type,
+                                               nominal_capacity=nominal_capacity,
+                                               losses_ratio=losses_ratio,
+                                               volume=volume,
+                                               height=height,
+                                               layers=layers,
+                                               maximum_operating_temperature=maximum_operating_temperature,
+                                               storage_medium=medium,
+                                               heating_coil_capacity=heating_coil_capacity)
+      storage_components.append(storage_component)
+    return storage_components
+
+  def _load_systems(self):
+    base_path = Path(Path(__file__).parent.parent.parent / 'data/energy_systems')
+    _catalog_systems = []
+    systems = self._archetypes['EnergySystemCatalog']['systems']['system']
+    for system in systems:
+      system_id = system['id']
+      name = system['name']
+      demands = system['demands']['demand']
+      generation_components = system['components']['generation_id']
+      generation_systems = self._search_generation_equipment(self._load_generation_components(), generation_components)
+      configuration_schema = Path(base_path / system['schema'])
+      energy_system = System(system_id=system_id,
+                             name=name,
+                             demand_types=demands,
+                             generation_systems=generation_systems,
+                             distribution_systems=None,
+                             configuration_schema=configuration_schema)
+      _catalog_systems.append(energy_system)
+    return _catalog_systems
+
+  def _load_archetypes(self):
+    _system_archetypes = []
+    system_clusters = self._archetypes['EnergySystemCatalog']['system_archetypes']['system_archetype']
+    for system_cluster in system_clusters:
+      name = system_cluster['name']
+      systems = system_cluster['systems']['system_id']
+      integer_system_ids = [int(item) for item in systems]
+      _systems = []
+      for system_archetype in self._systems:
+        if int(system_archetype.id) in integer_system_ids:
+          _systems.append(system_archetype)
+      _system_archetypes.append(Archetype(name=name, systems=_systems))
+    return _system_archetypes
+
+  def _load_materials(self):
+    materials = []
+    _materials = self._archetypes['EnergySystemCatalog']['materials']['material']
+    for _material in _materials:
+      material_id = _material['material_id']
+      name = _material['name']
+      conductivity = _material['conductivity']
+      solar_absorptance = _material['solar_absorptance']
+      thermal_absorptance = _material['thermal_absorptance']
+      density = _material['density']
+      specific_heat = _material['specific_heat']
+      no_mass = _material['no_mass']
+      visible_absorptance = _material['visible_absorptance']
+      thermal_resistance = _material['thermal_resistance']
+
+      material = Material(material_id,
+                          name,
+                          solar_absorptance=solar_absorptance,
+                          thermal_absorptance=thermal_absorptance,
+                          density=density,
+                          conductivity=conductivity,
+                          thermal_resistance=thermal_resistance,
+                          visible_absorptance=visible_absorptance,
+                          no_mass=no_mass,
+                          specific_heat=specific_heat)
+      materials.append(material)
+    return materials
+
+  @staticmethod
+  def _search_material(materials, material_id):
+    _material = None
+    for material in materials:
+      if int(material.id) == int(material_id):
+        _material = material
+        break
+    if _material is None:
+      raise ValueError(f'Material with the id = [{material_id}] not found in catalog ')
+    return _material
+
+  def _load_media(self):
+    media = []
+    _media = [self._archetypes['EnergySystemCatalog']['media']['medium']]
+    for _medium in _media:
+      medium_id = _medium['medium_id']
+      density = _medium['density']
+      name = _medium['name']
+      conductivity = _medium['conductivity']
+      solar_absorptance = _medium['solar_absorptance']
+      thermal_absorptance = _medium['thermal_absorptance']
+      specific_heat = _medium['specific_heat']
+      no_mass = _medium['no_mass']
+      visible_absorptance = _medium['visible_absorptance']
+      thermal_resistance = _medium['thermal_resistance']
+      medium = Material(material_id=medium_id,
+                        name=name,
+                        solar_absorptance=solar_absorptance,
+                        thermal_absorptance=thermal_absorptance,
+                        visible_absorptance=visible_absorptance,
+                        no_mass=no_mass,
+                        thermal_resistance=thermal_resistance,
+                        conductivity=conductivity,
+                        density=density,
+                        specific_heat=specific_heat)
+      media.append(medium)
+    return media
+
+  @staticmethod
+  def _search_media(media, medium_id):
+    _medium = None
+    for medium in media:
+      if int(medium.id) == int(medium_id):
+        _medium = medium
+        break
+    if _medium is None:
+      raise ValueError(f'media with the id = [{medium_id}] not found in catalog ')
+    return _medium
+
+  @staticmethod
+  def _search_generation_equipment(generation_systems, generation_id):
+    _generation_systems = []
+
+    if isinstance(generation_id, list):
+      integer_ids = [int(item) for item in generation_id]
+      for generation in generation_systems:
+        if int(generation.id) in integer_ids:
+          _generation_systems.append(generation)
+    else:
+      integer_id = int(generation_id)
+      for generation in generation_systems:
+        if int(generation.id) == integer_id:
+          _generation_systems.append(generation)
+
+    if len(_generation_systems) == 0:
+      _generation_systems = None
+      raise ValueError(f'The system with the following id is not found in catalog [{generation_id}]')
+    return _generation_systems
+
+  @staticmethod
+  def _search_storage_equipment(storage_systems, storage_id):
+    _storage_systems = []
+    for storage in storage_systems:
+      if storage.id in storage_id:
+        _storage_systems.append(storage)
+    if len(_storage_systems) == 0:
+      _storage_systems = None
+      raise ValueError(f'The system with the following id is not found in catalog [{storage_id}]')
+    return _storage_systems
+
+  def names(self, category=None):
+    """
+    Get the catalog elements names
+    :parm: optional category filter
+    """
+    if category is None:
+      _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'storage_equipments': []}
+      for archetype in self._content.archetypes:
+        _names['archetypes'].append(archetype.name)
+      for system in self._content.systems:
+        _names['systems'].append(system.name)
+      for equipment in self._content.generation_equipments:
+        _names['generation_equipments'].append(equipment.name)
+    else:
+      _names = {category: []}
+      if category.lower() == 'archetypes':
+        for archetype in self._content.archetypes:
+          _names[category].append(archetype.name)
+      elif category.lower() == 'systems':
+        for system in self._content.systems:
+          _names[category].append(system.name)
+      elif category.lower() == 'generation_equipments':
+        for system in self._content.generation_equipments:
+          _names[category].append(system.name)
+      else:
+        raise ValueError(f'Unknown category [{category}]')
+    return _names
+
+  def entries(self, category=None):
+    """
+    Get the catalog elements
+    :parm: optional category filter
+    """
+    if category is None:
+      return self._content
+    if category.lower() == 'archetypes':
+      return self._content.archetypes
+    if category.lower() == 'systems':
+      return self._content.systems
+    if category.lower() == 'generation_equipments':
+      return self._content.generation_equipments
+    raise ValueError(f'Unknown category [{category}]')
+
+  def get_entry(self, name):
+    """
+    Get one catalog element by names
+    :parm: entry name
+    """
+    for entry in self._content.archetypes:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.systems:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.generation_equipments:
+      if entry.name.lower() == name.lower():
+        return entry
+    raise IndexError(f"{name} doesn't exists in the catalog")

hub/catalog_factories/energy_systems/palma_system_catalgue.py

@@ -0,0 +1,520 @@
+"""
+Palma energy system catalog
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+import xmltodict
+from pathlib import Path
+from hub.catalog_factories.catalog import Catalog
+from hub.catalog_factories.data_models.energy_systems.distribution_system import DistributionSystem
+from hub.catalog_factories.data_models.energy_systems.emission_system import EmissionSystem
+from hub.catalog_factories.data_models.energy_systems.system import System
+from hub.catalog_factories.data_models.energy_systems.content import Content
+from hub.catalog_factories.data_models.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.catalog_factories.data_models.energy_systems.pv_generation_system import PvGenerationSystem
+from hub.catalog_factories.data_models.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.catalog_factories.data_models.energy_systems.performance_curves import PerformanceCurves
+from hub.catalog_factories.data_models.energy_systems.archetype import Archetype
+from hub.catalog_factories.data_models.construction.material import Material
+from hub.catalog_factories.data_models.construction.layer import Layer
+
+
+class PalmaSystemCatalogue(Catalog):
+  """
+  North america energy system catalog class
+  """
+
+  def __init__(self, path):
+    path = str(path / 'palma_systems.xml')
+    with open(path, 'r', encoding='utf-8') as xml:
+      self._archetypes = xmltodict.parse(xml.read(),
+                                         force_list=['pv_generation_component', 'demand'])
+
+    self._storage_components = self._load_storage_components()
+    self._generation_components = self._load_generation_components()
+    self._energy_emission_components = self._load_emission_equipments()
+    self._distribution_components = self._load_distribution_equipments()
+    self._systems = self._load_systems()
+    self._system_archetypes = self._load_archetypes()
+    self._content = Content(self._system_archetypes,
+                            self._systems,
+                            generations=self._generation_components,
+                            distributions=self._distribution_components)
+
+  def _load_generation_components(self):
+    generation_components = []
+    non_pv_generation_components = self._archetypes['EnergySystemCatalog']['energy_generation_components'][
+      'non_pv_generation_component']
+    if non_pv_generation_components is not None:
+      for non_pv in non_pv_generation_components:
+        system_id = non_pv['system_id']
+        name = non_pv['name']
+        system_type = non_pv['system_type']
+        model_name = non_pv['model_name']
+        manufacturer = non_pv['manufacturer']
+        fuel_type = non_pv['fuel_type']
+        distribution_systems = non_pv['distribution_systems']
+        energy_storage_systems = None
+        if non_pv['energy_storage_systems'] is not None:
+          storage_component = non_pv['energy_storage_systems']['storage_id']
+          storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component)
+          energy_storage_systems = storage_systems
+        nominal_heat_output = non_pv['nominal_heat_output']
+        maximum_heat_output = non_pv['maximum_heat_output']
+        minimum_heat_output = non_pv['minimum_heat_output']
+        source_medium = non_pv['source_medium']
+        supply_medium = non_pv['supply_medium']
+        heat_efficiency = non_pv['heat_efficiency']
+        nominal_cooling_output = non_pv['nominal_cooling_output']
+        maximum_cooling_output = non_pv['maximum_cooling_output']
+        minimum_cooling_output = non_pv['minimum_cooling_output']
+        cooling_efficiency = non_pv['cooling_efficiency']
+        electricity_efficiency = non_pv['electricity_efficiency']
+        source_temperature = non_pv['source_temperature']
+        source_mass_flow = non_pv['source_mass_flow']
+        nominal_electricity_output = non_pv['nominal_electricity_output']
+        maximum_heat_supply_temperature = non_pv['maximum_heat_supply_temperature']
+        minimum_heat_supply_temperature = non_pv['minimum_heat_supply_temperature']
+        maximum_cooling_supply_temperature = non_pv['maximum_cooling_supply_temperature']
+        minimum_cooling_supply_temperature = non_pv['minimum_cooling_supply_temperature']
+        heat_output_curve = None
+        heat_fuel_consumption_curve = None
+        heat_efficiency_curve = None
+        cooling_output_curve = None
+        cooling_fuel_consumption_curve = None
+        cooling_efficiency_curve = None
+        if non_pv['heat_output_curve'] is not None:
+          curve_type = non_pv['heat_output_curve']['curve_type']
+          dependant_variable = non_pv['heat_output_curve']['dependant_variable']
+          parameters = non_pv['heat_output_curve']['parameters']
+          coefficients = list(non_pv['heat_output_curve']['coefficients'].values())
+          heat_output_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['heat_fuel_consumption_curve'] is not None:
+          curve_type = non_pv['heat_fuel_consumption_curve']['curve_type']
+          dependant_variable = non_pv['heat_fuel_consumption_curve']['dependant_variable']
+          parameters = non_pv['heat_fuel_consumption_curve']['parameters']
+          coefficients = list(non_pv['heat_fuel_consumption_curve']['coefficients'].values())
+          heat_fuel_consumption_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['heat_efficiency_curve'] is not None:
+          curve_type = non_pv['heat_efficiency_curve']['curve_type']
+          dependant_variable = non_pv['heat_efficiency_curve']['dependant_variable']
+          parameters = non_pv['heat_efficiency_curve']['parameters']
+          coefficients = list(non_pv['heat_efficiency_curve']['coefficients'].values())
+          heat_efficiency_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['cooling_output_curve'] is not None:
+          curve_type = non_pv['cooling_output_curve']['curve_type']
+          dependant_variable = non_pv['cooling_output_curve']['dependant_variable']
+          parameters = non_pv['cooling_output_curve']['parameters']
+          coefficients = list(non_pv['cooling_output_curve']['coefficients'].values())
+          cooling_output_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['cooling_fuel_consumption_curve'] is not None:
+          curve_type = non_pv['cooling_fuel_consumption_curve']['curve_type']
+          dependant_variable = non_pv['cooling_fuel_consumption_curve']['dependant_variable']
+          parameters = non_pv['cooling_fuel_consumption_curve']['parameters']
+          coefficients = list(non_pv['cooling_fuel_consumption_curve']['coefficients'].values())
+          cooling_fuel_consumption_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        if non_pv['cooling_efficiency_curve'] is not None:
+          curve_type = non_pv['cooling_efficiency_curve']['curve_type']
+          dependant_variable = non_pv['cooling_efficiency_curve']['dependant_variable']
+          parameters = non_pv['cooling_efficiency_curve']['parameters']
+          coefficients = list(non_pv['cooling_efficiency_curve']['coefficients'].values())
+          cooling_efficiency_curve = PerformanceCurves(curve_type, dependant_variable, parameters, coefficients)
+        dhw = None
+        if non_pv['domestic_hot_water'] is not None:
+          if non_pv['domestic_hot_water'] == 'True':
+            dhw = True
+          else:
+            dhw = False
+
+        reversible = None
+        if non_pv['reversible'] is not None:
+          if non_pv['reversible'] == 'True':
+            reversible = True
+          else:
+            reversible = False
+
+        dual_supply = None
+        if non_pv['simultaneous_heat_cold'] is not None:
+          if non_pv['simultaneous_heat_cold'] == 'True':
+            dual_supply = True
+          else:
+            dual_supply = False
+        non_pv_component = NonPvGenerationSystem(system_id=system_id,
+                                                 name=name,
+                                                 system_type=system_type,
+                                                 model_name=model_name,
+                                                 manufacturer=manufacturer,
+                                                 fuel_type=fuel_type,
+                                                 nominal_heat_output=nominal_heat_output,
+                                                 maximum_heat_output=maximum_heat_output,
+                                                 minimum_heat_output=minimum_heat_output,
+                                                 source_medium=source_medium,
+                                                 supply_medium=supply_medium,
+                                                 heat_efficiency=heat_efficiency,
+                                                 nominal_cooling_output=nominal_cooling_output,
+                                                 maximum_cooling_output=maximum_cooling_output,
+                                                 minimum_cooling_output=minimum_cooling_output,
+                                                 cooling_efficiency=cooling_efficiency,
+                                                 electricity_efficiency=electricity_efficiency,
+                                                 source_temperature=source_temperature,
+                                                 source_mass_flow=source_mass_flow,
+                                                 nominal_electricity_output=nominal_electricity_output,
+                                                 maximum_heat_supply_temperature=maximum_heat_supply_temperature,
+                                                 minimum_heat_supply_temperature=minimum_heat_supply_temperature,
+                                                 maximum_cooling_supply_temperature=maximum_cooling_supply_temperature,
+                                                 minimum_cooling_supply_temperature=minimum_cooling_supply_temperature,
+                                                 heat_output_curve=heat_output_curve,
+                                                 heat_fuel_consumption_curve=heat_fuel_consumption_curve,
+                                                 heat_efficiency_curve=heat_efficiency_curve,
+                                                 cooling_output_curve=cooling_output_curve,
+                                                 cooling_fuel_consumption_curve=cooling_fuel_consumption_curve,
+                                                 cooling_efficiency_curve=cooling_efficiency_curve,
+                                                 distribution_systems=distribution_systems,
+                                                 energy_storage_systems=energy_storage_systems,
+                                                 domestic_hot_water=dhw,
+                                                 reversible=reversible,
+                                                 simultaneous_heat_cold=dual_supply)
+        generation_components.append(non_pv_component)
+    pv_generation_components = self._archetypes['EnergySystemCatalog']['energy_generation_components'][
+      'pv_generation_component']
+    if pv_generation_components is not None:
+      for pv in pv_generation_components:
+        system_id = pv['system_id']
+        name = pv['name']
+        system_type = pv['system_type']
+        model_name = pv['model_name']
+        manufacturer = pv['manufacturer']
+        electricity_efficiency = pv['electricity_efficiency']
+        nominal_electricity_output = pv['nominal_electricity_output']
+        nominal_ambient_temperature = pv['nominal_ambient_temperature']
+        nominal_cell_temperature = pv['nominal_cell_temperature']
+        nominal_radiation = pv['nominal_radiation']
+        standard_test_condition_cell_temperature = pv['standard_test_condition_cell_temperature']
+        standard_test_condition_maximum_power = pv['standard_test_condition_maximum_power']
+        standard_test_condition_radiation = pv['standard_test_condition_radiation']
+        cell_temperature_coefficient = pv['cell_temperature_coefficient']
+        width = pv['width']
+        height = pv['height']
+        distribution_systems = pv['distribution_systems']
+        energy_storage_systems = None
+        if pv['energy_storage_systems'] is not None:
+          storage_component = pv['energy_storage_systems']['storage_id']
+          storage_systems = self._search_storage_equipment(self._load_storage_components(), storage_component)
+          energy_storage_systems = storage_systems
+        pv_component = PvGenerationSystem(system_id=system_id,
+                                          name=name,
+                                          system_type=system_type,
+                                          model_name=model_name,
+                                          manufacturer=manufacturer,
+                                          electricity_efficiency=electricity_efficiency,
+                                          nominal_electricity_output=nominal_electricity_output,
+                                          nominal_ambient_temperature=nominal_ambient_temperature,
+                                          nominal_cell_temperature=nominal_cell_temperature,
+                                          nominal_radiation=nominal_radiation,
+                                          standard_test_condition_cell_temperature=
+                                          standard_test_condition_cell_temperature,
+                                          standard_test_condition_maximum_power=standard_test_condition_maximum_power,
+                                          standard_test_condition_radiation=standard_test_condition_radiation,
+                                          cell_temperature_coefficient=cell_temperature_coefficient,
+                                          width=width,
+                                          height=height,
+                                          distribution_systems=distribution_systems,
+                                          energy_storage_systems=energy_storage_systems)
+        generation_components.append(pv_component)
+
+    return generation_components
+
+  def _load_distribution_equipments(self):
+    _equipments = []
+    distribution_systems = self._archetypes['EnergySystemCatalog']['distribution_systems']['distribution_system']
+    if distribution_systems is not None:
+      for distribution_system in distribution_systems:
+        system_id = None
+        model_name = None
+        system_type = None
+        supply_temperature = None
+        distribution_consumption_fix_flow = None
+        distribution_consumption_variable_flow = None
+        heat_losses = None
+        generation_systems = None
+        energy_storage_systems = None
+        emission_systems = None
+        distribution_equipment = DistributionSystem(system_id=system_id,
+                                                    model_name=model_name,
+                                                    system_type=system_type,
+                                                    supply_temperature=supply_temperature,
+                                                    distribution_consumption_fix_flow=distribution_consumption_fix_flow,
+                                                    distribution_consumption_variable_flow=
+                                                    distribution_consumption_variable_flow,
+                                                    heat_losses=heat_losses,
+                                                    generation_systems=generation_systems,
+                                                    energy_storage_systems=energy_storage_systems,
+                                                    emission_systems=emission_systems
+                                                    )
+        _equipments.append(distribution_equipment)
+    return _equipments
+
+  def _load_emission_equipments(self):
+    _equipments = []
+    dissipation_systems = self._archetypes['EnergySystemCatalog']['dissipation_systems']['dissipation_system']
+    if dissipation_systems is not None:
+      for dissipation_system in dissipation_systems:
+        system_id = None
+        model_name = None
+        system_type = None
+        parasitic_energy_consumption = 0
+        emission_system = EmissionSystem(system_id=system_id,
+                                         model_name=model_name,
+                                         system_type=system_type,
+                                         parasitic_energy_consumption=parasitic_energy_consumption)
+        _equipments.append(emission_system)
+    return _equipments
+
+  def _load_storage_components(self):
+    storage_components = []
+    thermal_storages = self._archetypes['EnergySystemCatalog']['energy_storage_components']['thermalStorages']
+    for tes in thermal_storages:
+      storage_id = tes['storage_id']
+      type_energy_stored = tes['type_energy_stored']
+      model_name = tes['model_name']
+      manufacturer = tes['manufacturer']
+      storage_type = tes['storage_type']
+      volume = tes['physical_characteristics']['volume']
+      height = tes['physical_characteristics']['height']
+      maximum_operating_temperature = tes['maximum_operating_temperature']
+      materials = self._load_materials()
+      insulation_material_id = tes['insulation']['material_id']
+      insulation_material = self._search_material(materials, insulation_material_id)
+      material_id = tes['physical_characteristics']['material_id']
+      tank_material = self._search_material(materials, material_id)
+      thickness = float(tes['insulation']['insulationThickness']) / 100  # from cm to m
+      insulation_layer = Layer(None, 'insulation', insulation_material, thickness)
+      thickness = float(tes['physical_characteristics']['tankThickness']) / 100  # from cm to m
+      tank_layer = Layer(None, 'tank', tank_material, thickness)
+      media = self._load_media()
+      media_id = tes['storage_medium']['medium_id']
+      medium = self._search_media(media, media_id)
+      layers = [insulation_layer, tank_layer]
+      nominal_capacity = tes['nominal_capacity']
+      losses_ratio = tes['losses_ratio']
+      heating_coil_capacity = tes['heating_coil_capacity']
+      storage_component = ThermalStorageSystem(storage_id=storage_id,
+                                               model_name=model_name,
+                                               type_energy_stored=type_energy_stored,
+                                               manufacturer=manufacturer,
+                                               storage_type=storage_type,
+                                               nominal_capacity=nominal_capacity,
+                                               losses_ratio=losses_ratio,
+                                               volume=volume,
+                                               height=height,
+                                               layers=layers,
+                                               maximum_operating_temperature=maximum_operating_temperature,
+                                               storage_medium=medium,
+                                               heating_coil_capacity=heating_coil_capacity)
+      storage_components.append(storage_component)
+    return storage_components
+
+  def _load_systems(self):
+    base_path = Path(Path(__file__).parent.parent.parent / 'data/energy_systems')
+    _catalog_systems = []
+    systems = self._archetypes['EnergySystemCatalog']['systems']['system']
+    for system in systems:
+      system_id = system['id']
+      name = system['name']
+      demands = system['demands']['demand']
+      generation_components = system['components']['generation_id']
+      generation_systems = self._search_generation_equipment(self._load_generation_components(), generation_components)
+      configuration_schema = None
+      if system['schema'] is not None:
+        configuration_schema = Path(base_path / system['schema'])
+      energy_system = System(system_id=system_id,
+                             name=name,
+                             demand_types=demands,
+                             generation_systems=generation_systems,
+                             distribution_systems=None,
+                             configuration_schema=configuration_schema)
+      _catalog_systems.append(energy_system)
+    return _catalog_systems
+
+  def _load_archetypes(self):
+    _system_archetypes = []
+    system_clusters = self._archetypes['EnergySystemCatalog']['system_archetypes']['system_archetype']
+    for system_cluster in system_clusters:
+      name = system_cluster['name']
+      systems = system_cluster['systems']['system_id']
+      integer_system_ids = [int(item) for item in systems]
+      _systems = []
+      for system_archetype in self._systems:
+        if int(system_archetype.id) in integer_system_ids:
+          _systems.append(system_archetype)
+      _system_archetypes.append(Archetype(name=name, systems=_systems))
+    return _system_archetypes
+
+  def _load_materials(self):
+    materials = []
+    _materials = self._archetypes['EnergySystemCatalog']['materials']['material']
+    for _material in _materials:
+      material_id = _material['material_id']
+      name = _material['name']
+      conductivity = _material['conductivity']
+      solar_absorptance = _material['solar_absorptance']
+      thermal_absorptance = _material['thermal_absorptance']
+      density = _material['density']
+      specific_heat = _material['specific_heat']
+      no_mass = _material['no_mass']
+      visible_absorptance = _material['visible_absorptance']
+      thermal_resistance = _material['thermal_resistance']
+
+      material = Material(material_id,
+                          name,
+                          solar_absorptance=solar_absorptance,
+                          thermal_absorptance=thermal_absorptance,
+                          density=density,
+                          conductivity=conductivity,
+                          thermal_resistance=thermal_resistance,
+                          visible_absorptance=visible_absorptance,
+                          no_mass=no_mass,
+                          specific_heat=specific_heat)
+      materials.append(material)
+    return materials
+
+  @staticmethod
+  def _search_material(materials, material_id):
+    _material = None
+    for material in materials:
+      if int(material.id) == int(material_id):
+        _material = material
+        break
+    if _material is None:
+      raise ValueError(f'Material with the id = [{material_id}] not found in catalog ')
+    return _material
+
+  def _load_media(self):
+    media = []
+    _media = [self._archetypes['EnergySystemCatalog']['media']['medium']]
+    for _medium in _media:
+      medium_id = _medium['medium_id']
+      density = _medium['density']
+      name = _medium['name']
+      conductivity = _medium['conductivity']
+      solar_absorptance = _medium['solar_absorptance']
+      thermal_absorptance = _medium['thermal_absorptance']
+      specific_heat = _medium['specific_heat']
+      no_mass = _medium['no_mass']
+      visible_absorptance = _medium['visible_absorptance']
+      thermal_resistance = _medium['thermal_resistance']
+      medium = Material(material_id=medium_id,
+                        name=name,
+                        solar_absorptance=solar_absorptance,
+                        thermal_absorptance=thermal_absorptance,
+                        visible_absorptance=visible_absorptance,
+                        no_mass=no_mass,
+                        thermal_resistance=thermal_resistance,
+                        conductivity=conductivity,
+                        density=density,
+                        specific_heat=specific_heat)
+      media.append(medium)
+    return media
+
+  @staticmethod
+  def _search_media(media, medium_id):
+    _medium = None
+    for medium in media:
+      if int(medium.id) == int(medium_id):
+        _medium = medium
+        break
+    if _medium is None:
+      raise ValueError(f'media with the id = [{medium_id}] not found in catalog ')
+    return _medium
+
+  @staticmethod
+  def _search_generation_equipment(generation_systems, generation_id):
+    _generation_systems = []
+
+    if isinstance(generation_id, list):
+      integer_ids = [int(item) for item in generation_id]
+      for generation in generation_systems:
+        if int(generation.id) in integer_ids:
+          _generation_systems.append(generation)
+    else:
+      integer_id = int(generation_id)
+      for generation in generation_systems:
+        if int(generation.id) == integer_id:
+          _generation_systems.append(generation)
+
+    if len(_generation_systems) == 0:
+      _generation_systems = None
+      raise ValueError(f'The system with the following id is not found in catalog [{generation_id}]')
+    return _generation_systems
+
+  @staticmethod
+  def _search_storage_equipment(storage_systems, storage_id):
+    _storage_systems = []
+    for storage in storage_systems:
+      if storage.id in storage_id:
+        _storage_systems.append(storage)
+    if len(_storage_systems) == 0:
+      _storage_systems = None
+      raise ValueError(f'The system with the following id is not found in catalog [{storage_id}]')
+    return _storage_systems
+
+  def names(self, category=None):
+    """
+    Get the catalog elements names
+    :parm: optional category filter
+    """
+    if category is None:
+      _names = {'archetypes': [], 'systems': [], 'generation_equipments': [], 'storage_equipments': []}
+      for archetype in self._content.archetypes:
+        _names['archetypes'].append(archetype.name)
+      for system in self._content.systems:
+        _names['systems'].append(system.name)
+      for equipment in self._content.generation_equipments:
+        _names['generation_equipments'].append(equipment.name)
+    else:
+      _names = {category: []}
+      if category.lower() == 'archetypes':
+        for archetype in self._content.archetypes:
+          _names[category].append(archetype.name)
+      elif category.lower() == 'systems':
+        for system in self._content.systems:
+          _names[category].append(system.name)
+      elif category.lower() == 'generation_equipments':
+        for system in self._content.generation_equipments:
+          _names[category].append(system.name)
+      else:
+        raise ValueError(f'Unknown category [{category}]')
+    return _names
+
+  def entries(self, category=None):
+    """
+    Get the catalog elements
+    :parm: optional category filter
+    """
+    if category is None:
+      return self._content
+    if category.lower() == 'archetypes':
+      return self._content.archetypes
+    if category.lower() == 'systems':
+      return self._content.systems
+    if category.lower() == 'generation_equipments':
+      return self._content.generation_equipments
+    raise ValueError(f'Unknown category [{category}]')
+
+  def get_entry(self, name):
+    """
+    Get one catalog element by names
+    :parm: entry name
+    """
+    for entry in self._content.archetypes:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.systems:
+      if entry.name.lower() == name.lower():
+        return entry
+    for entry in self._content.generation_equipments:
+      if entry.name.lower() == name.lower():
+        return entry
+    raise IndexError(f"{name} doesn't exists in the catalog")

hub/catalog_factories/energy_systems_catalog_factory.py

@@ -9,6 +9,8 @@ from pathlib import Path
 from typing import TypeVar
 
 from hub.catalog_factories.energy_systems.montreal_custom_catalog import MontrealCustomCatalog
+from hub.catalog_factories.energy_systems.montreal_future_system_catalogue import MontrealFutureSystemCatalogue
+from hub.catalog_factories.energy_systems.palma_system_catalgue import PalmaSystemCatalogue
 from hub.helpers.utils import validate_import_export_type
 
 Catalog = TypeVar('Catalog')
@@ -32,6 +34,20 @@ class EnergySystemsCatalogFactory:
     """
     return MontrealCustomCatalog(self._path)
 
+  @property
+  def _montreal_future(self):
+    """
+    Retrieve North American catalog
+    """
+    return MontrealFutureSystemCatalogue(self._path)
+
+  @property
+  def _palma(self):
+    """
+    Retrieve Palma catalog
+    """
+    return PalmaSystemCatalogue(self._path)
+
   @property
   def catalog(self) -> Catalog:
     """

hub/catalog_factories/usage/comnet_catalog.py

@@ -190,14 +190,14 @@ class ComnetCatalog(Catalog):
     schedules_key = {}
     for j in range(0, number_usage_types-1):
       usage_parameters = _extracted_data.iloc[j]
-      usage_type = usage_parameters[0]
-      lighting_data[usage_type] = usage_parameters[1:6].values.tolist()
-      plug_loads_data[usage_type] = usage_parameters[8:13].values.tolist()
-      occupancy_data[usage_type] = usage_parameters[17:20].values.tolist()
-      ventilation_rate[usage_type] = usage_parameters[20:21].item()
-      water_heating[usage_type] = usage_parameters[23:24].item()
-      process_data[usage_type] = usage_parameters[24:26].values.tolist()
-      schedules_key[usage_type] = usage_parameters[27:28].item()
+      usage_type = usage_parameters.iloc[0]
+      lighting_data[usage_type] = usage_parameters.iloc[1:6].values.tolist()
+      plug_loads_data[usage_type] = usage_parameters.iloc[8:13].values.tolist()
+      occupancy_data[usage_type] = usage_parameters.iloc[17:20].values.tolist()
+      ventilation_rate[usage_type] = usage_parameters.iloc[20:21].item()
+      water_heating[usage_type] = usage_parameters.iloc[23:24].item()
+      process_data[usage_type] = usage_parameters.iloc[24:26].values.tolist()
+      schedules_key[usage_type] = usage_parameters.iloc[27:28].item()
 
     return {'lighting': lighting_data,
             'plug loads': plug_loads_data,

hub/catalog_factories/usage/nrcan_catalog.py

@@ -8,6 +8,8 @@ Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concord
 
 import json
 import urllib.request
+from pathlib import Path
+
 import xmltodict
 
 import hub.helpers.constants as cte
@@ -28,12 +30,11 @@ class NrcanCatalog(Catalog):
   Nrcan catalog class
   """
   def __init__(self, path):
-    path = str(path / 'nrcan.xml')
+    self._schedules_path = Path(path / 'nrcan_schedules.json').resolve()
+    self._space_types_path = Path(path / 'nrcan_space_types.json').resolve()
+    self._space_compliance_path = Path(path / 'nrcan_space_compliance_2015.json').resolve()
     self._content = None
     self._schedules = {}
-    with open(path, 'r', encoding='utf-8') as xml:
-      self._metadata = xmltodict.parse(xml.read())
-    self._base_url = self._metadata['nrcan']['@base_url']
     self._load_schedules()
     self._content = Content(self._load_archetypes())
 
@@ -55,11 +56,9 @@ class NrcanCatalog(Catalog):
     return Schedule(hub_type, raw['values'], data_type, time_step, time_range, day_types)
 
   def _load_schedules(self):
-    usage = self._metadata['nrcan']
-    url = f'{self._base_url}{usage["schedules"]}'
     _schedule_types = []
-    with urllib.request.urlopen(url) as json_file:
-      schedules_type = json.load(json_file)
+    with open(self._schedules_path, 'r') as f:
+      schedules_type = json.load(f)
     for schedule_type in schedules_type['tables']['schedules']['table']:
       schedule = NrcanCatalog._extract_schedule(schedule_type)
       if schedule_type['name'] not in _schedule_types:
@@ -80,14 +79,11 @@ class NrcanCatalog(Catalog):
 
   def _load_archetypes(self):
     usages = []
-    name = self._metadata['nrcan']
-    url_1 = f'{self._base_url}{name["space_types"]}'
-    url_2 = f'{self._base_url}{name["space_types_compliance"]}'
-    with urllib.request.urlopen(url_1) as json_file:
-      space_types = json.load(json_file)['tables']['space_types']['table']
+    with open(self._space_types_path, 'r') as f:
+      space_types = json.load(f)['tables']['space_types']['table']
     space_types = [st for st in space_types if st['space_type'] == 'WholeBuilding']
-    with urllib.request.urlopen(url_2) as json_file:
-      space_types_compliance = json.load(json_file)['tables']['space_compliance']['table']
+    with open(self._space_compliance_path, 'r') as f:
+      space_types_compliance = json.load(f)['tables']['space_compliance']['table']
     space_types_compliance = [st for st in space_types_compliance if st['space_type'] == 'WholeBuilding']
     space_types_dictionary = {}
     for space_type in space_types_compliance:

hub/catalog_factories/usage/palma_catalog.py

@@ -0,0 +1,227 @@
+"""
+Palma usage catalog
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Cecilia Pérez cperez@irec.cat
+"""
+
+import json
+import urllib.request
+from pathlib import Path
+
+import xmltodict
+
+import hub.helpers.constants as cte
+from hub.catalog_factories.catalog import Catalog
+from hub.catalog_factories.data_models.usages.appliances import Appliances
+from hub.catalog_factories.data_models.usages.content import Content
+from hub.catalog_factories.data_models.usages.lighting import Lighting
+from hub.catalog_factories.data_models.usages.occupancy import Occupancy
+from hub.catalog_factories.data_models.usages.domestic_hot_water import DomesticHotWater
+from hub.catalog_factories.data_models.usages.schedule import Schedule
+from hub.catalog_factories.data_models.usages.thermal_control import ThermalControl
+from hub.catalog_factories.data_models.usages.usage import Usage
+from hub.catalog_factories.usage.usage_helper import UsageHelper
+
+
+class PalmaCatalog(Catalog):
+  """
+  Palma catalog class
+  """
+  def __init__(self, path):
+    self._schedules_path = Path(path / 'palma_schedules.json').resolve()
+    self._space_types_path = Path(path / 'palma_space_types.json').resolve()
+    self._space_compliance_path = Path(path / 'palma_space_compliance.json').resolve()
+    self._content = None
+    self._schedules = {}
+    self._load_schedules()
+    self._content = Content(self._load_archetypes())
+
+  @staticmethod
+  def _extract_schedule(raw):
+    nrcan_schedule_type = raw['category']
+    if 'Heating' in raw['name'] and 'Water' not in raw['name']:
+      nrcan_schedule_type = f'{nrcan_schedule_type} Heating'
+    elif 'Cooling' in raw['name']:
+      nrcan_schedule_type = f'{nrcan_schedule_type} Cooling'
+    if nrcan_schedule_type not in UsageHelper().nrcan_schedule_type_to_hub_schedule_type:
+      return None
+    hub_type = UsageHelper().nrcan_schedule_type_to_hub_schedule_type[nrcan_schedule_type]
+    data_type = UsageHelper().nrcan_data_type_to_hub_data_type[raw['units']]
+    time_step = UsageHelper().nrcan_time_to_hub_time[raw['type']]
+    # nrcan only uses daily range for the schedules
+    time_range = cte.DAY
+    day_types = UsageHelper().nrcan_day_type_to_hub_days[raw['day_types']]
+    return Schedule(hub_type, raw['values'], data_type, time_step, time_range, day_types)
+
+  def _load_schedules(self):
+    _schedule_types = []
+    with open(self._schedules_path, 'r') as f:
+      schedules_type = json.load(f)
+    for schedule_type in schedules_type['tables']['schedules']['table']:
+      schedule = PalmaCatalog._extract_schedule(schedule_type)
+      if schedule_type['name'] not in _schedule_types:
+        _schedule_types.append(schedule_type['name'])
+        if schedule is not None:
+          self._schedules[schedule_type['name']] = [schedule]
+      else:
+        if schedule is not None:
+          _schedules = self._schedules[schedule_type['name']]
+          _schedules.append(schedule)
+          self._schedules[schedule_type['name']] = _schedules
+
+  def _get_schedules(self, name):
+    schedule = None
+    if name in self._schedules:
+      schedule = self._schedules[name]
+    return schedule
+
+  def _load_archetypes(self):
+    usages = []
+    with open(self._space_types_path, 'r') as f:
+      space_types = json.load(f)['tables']['space_types']['table']
+    space_types = [st for st in space_types if st['space_type'] == 'WholeBuilding']
+    with open(self._space_compliance_path, 'r') as f:
+      space_types_compliance = json.load(f)['tables']['space_compliance']['table']
+    space_types_compliance = [st for st in space_types_compliance if st['space_type'] == 'WholeBuilding']
+    space_types_dictionary = {}
+    for space_type in space_types_compliance:
+      usage_type = space_type['building_type']
+      # people/m2
+      occupancy_density = space_type['occupancy_per_area_people_per_m2']
+      # W/m2
+      lighting_density = space_type['lighting_per_area_w_per_m2']
+      # W/m2
+      appliances_density = space_type['electric_equipment_per_area_w_per_m2']
+      # peak flow in gallons/h/m2
+      domestic_hot_water_peak_flow = (
+          space_type['service_water_heating_peak_flow_per_area'] *
+          cte.GALLONS_TO_QUBIC_METERS / cte.HOUR_TO_SECONDS
+      )
+      space_types_dictionary[usage_type] = {'occupancy_per_area': occupancy_density,
+                                            'lighting_per_area': lighting_density,
+                                            'electric_equipment_per_area': appliances_density,
+                                            'service_water_heating_peak_flow_per_area': domestic_hot_water_peak_flow
+                                            }
+
+    for space_type in space_types:
+      usage_type = space_type['building_type']
+      space_type_compliance = space_types_dictionary[usage_type]
+      occupancy_density = space_type_compliance['occupancy_per_area']
+      sensible_convective_internal_gain = space_type['sensible_convective_internal_gain']
+      sensible_radiative_internal_gain = space_type['sensible_radiative_internal_gain']
+      latent_internal_gain = space_type['latent_internal_gain']
+      lighting_density = space_type_compliance['lighting_per_area']
+      appliances_density = space_type_compliance['electric_equipment_per_area']
+      domestic_hot_water_peak_flow = space_type_compliance['service_water_heating_peak_flow_per_area']
+
+      occupancy_schedule_name = space_type['occupancy_schedule']
+      lighting_schedule_name = space_type['lighting_schedule']
+      appliance_schedule_name = space_type['electric_equipment_schedule']
+      hvac_schedule_name = space_type['exhaust_schedule']
+      if hvac_schedule_name and 'FAN' in hvac_schedule_name:
+        hvac_schedule_name = hvac_schedule_name.replace('FAN', 'Fan')
+      if not hvac_schedule_name:
+        hvac_schedule_name = 'default_HVAC_schedule'
+      heating_setpoint_schedule_name = space_type['heating_setpoint_schedule']
+      cooling_setpoint_schedule_name = space_type['cooling_setpoint_schedule']
+      domestic_hot_water_schedule_name = space_type['service_water_heating_schedule']
+      occupancy_schedule = self._get_schedules(occupancy_schedule_name)
+      lighting_schedule = self._get_schedules(lighting_schedule_name)
+      appliance_schedule = self._get_schedules(appliance_schedule_name)
+      heating_schedule = self._get_schedules(heating_setpoint_schedule_name)
+      cooling_schedule = self._get_schedules(cooling_setpoint_schedule_name)
+      hvac_availability = self._get_schedules(hvac_schedule_name)
+      domestic_hot_water_load_schedule = self._get_schedules(domestic_hot_water_schedule_name)
+
+      # ACH -> 1/s
+      mechanical_air_change = space_type['ventilation_air_changes'] / cte.HOUR_TO_SECONDS
+      # cfm/ft2 to m3/m2.s
+      ventilation_rate = space_type['ventilation_per_area'] / (cte.METERS_TO_FEET * cte.MINUTES_TO_SECONDS)
+      # cfm/person to m3/m2.s
+      ventilation_rate += space_type['ventilation_per_person'] / (
+          pow(cte.METERS_TO_FEET, 3) * cte.MINUTES_TO_SECONDS
+      ) * occupancy_density
+
+      lighting_radiative_fraction = space_type['lighting_fraction_radiant']
+      lighting_convective_fraction = 0
+      if lighting_radiative_fraction is not None:
+        lighting_convective_fraction = 1 - lighting_radiative_fraction
+      lighting_latent_fraction = 0
+      appliances_radiative_fraction = space_type['electric_equipment_fraction_radiant']
+      appliances_latent_fraction = space_type['electric_equipment_fraction_latent']
+      appliances_convective_fraction = 0
+      if appliances_radiative_fraction is not None and appliances_latent_fraction is not None:
+        appliances_convective_fraction = 1 - appliances_radiative_fraction - appliances_latent_fraction
+
+      domestic_hot_water_service_temperature = space_type['service_water_heating_target_temperature']
+
+      occupancy = Occupancy(occupancy_density,
+                            sensible_convective_internal_gain,
+                            sensible_radiative_internal_gain,
+                            latent_internal_gain,
+                            occupancy_schedule)
+      lighting = Lighting(lighting_density,
+                          lighting_convective_fraction,
+                          lighting_radiative_fraction,
+                          lighting_latent_fraction,
+                          lighting_schedule)
+      appliances = Appliances(appliances_density,
+                              appliances_convective_fraction,
+                              appliances_radiative_fraction,
+                              appliances_latent_fraction,
+                              appliance_schedule)
+      thermal_control = ThermalControl(None,
+                                       None,
+                                       None,
+                                       hvac_availability,
+                                       heating_schedule,
+                                       cooling_schedule)
+      domestic_hot_water = DomesticHotWater(None,
+                                            domestic_hot_water_peak_flow,
+                                            domestic_hot_water_service_temperature,
+                                            domestic_hot_water_load_schedule)
+
+      hours_day = None
+      days_year = None
+
+      usages.append(Usage(usage_type,
+                          hours_day,
+                          days_year,
+                          mechanical_air_change,
+                          ventilation_rate,
+                          occupancy,
+                          lighting,
+                          appliances,
+                          thermal_control,
+                          domestic_hot_water))
+    
+
+    return usages
+
+  def names(self, category=None):
+    """
+    Get the catalog elements names
+    :parm: for usage catalog category filter does nothing as there is only one category (usages)
+    """
+    _names = {'usages': []}
+    for usage in self._content.usages:
+      _names['usages'].append(usage.name)
+    return _names
+
+  def entries(self, category=None):
+    """
+    Get the catalog elements
+    :parm: for usage catalog category filter does nothing as there is only one category (usages)
+    """
+    return self._content
+
+  def get_entry(self, name):
+    """
+    Get one catalog element by names
+    :parm: entry name
+    """
+    for usage in self._content.usages:
+      if usage.name.lower() == name.lower():
+        return usage
+    raise IndexError(f"{name} doesn't exists in the catalog")

hub/catalog_factories/usage_catalog_factory.py

@@ -11,6 +11,7 @@ from typing import TypeVar
 from hub.catalog_factories.usage.comnet_catalog import ComnetCatalog
 from hub.catalog_factories.usage.nrcan_catalog import NrcanCatalog
 from hub.catalog_factories.usage.eilat_catalog import EilatCatalog
+from hub.catalog_factories.usage.palma_catalog import PalmaCatalog
 from hub.helpers.utils import validate_import_export_type
 
 Catalog = TypeVar('Catalog')
@@ -42,6 +43,13 @@ class UsageCatalogFactory:
     # nrcan retrieves the data directly from github
     return NrcanCatalog(self._path)
 
+  @property
+  def _palma(self):
+    """
+    Retrieve Palma catalog
+    """
+    return PalmaCatalog(self._path)
+
   @property
   def _eilat(self):
     """

hub/city_model_structure/building.py

@@ -89,7 +89,10 @@ class Building(CityObject):
       elif surface.type == cte.INTERIOR_SLAB:
         self._interior_slabs.append(surface)
       else:
-        logging.error(f'Building %s [%s] has an unexpected surface type %s.', self.name, self.aliases, surface.type)
+        logging.error('Building %s [%s] has an unexpected surface type %s.', self.name, self.aliases, surface.type)
+    self._domestic_hot_water_peak_load = None
+    self._fuel_consumption_breakdown = {}
+    self._pv_generation = {}
 
   @property
   def shell(self) -> Polyhedron:
@@ -289,7 +292,10 @@ class Building(CityObject):
     """
     if self._storeys_above_ground is None:
       if self.eave_height is not None and self.average_storey_height is not None:
-        self._storeys_above_ground = int(self.eave_height / self.average_storey_height)
+        storeys_above_ground = int(self.eave_height / self.average_storey_height)
+        if storeys_above_ground == 0:
+          storeys_above_ground += 1
+        self._storeys_above_ground = storeys_above_ground
     return self._storeys_above_ground
 
   @storeys_above_ground.setter
@@ -448,8 +454,8 @@ class Building(CityObject):
       monthly_values = PeakLoads(self).heating_peak_loads_from_methodology
     if monthly_values is None:
       return None
-    results[cte.MONTH] = [x * cte.WATTS_HOUR_TO_JULES for x in monthly_values]
-    results[cte.YEAR] = [max(monthly_values)]
+    results[cte.MONTH] = [x / cte.WATTS_HOUR_TO_JULES for x in monthly_values]
+    results[cte.YEAR] = [max(monthly_values) / cte.WATTS_HOUR_TO_JULES]
     return results
 
   @property
@@ -465,8 +471,24 @@ class Building(CityObject):
       monthly_values = PeakLoads(self).cooling_peak_loads_from_methodology
     if monthly_values is None:
       return None
-    results[cte.MONTH] = [x * cte.WATTS_HOUR_TO_JULES for x in monthly_values]
-    results[cte.YEAR] = [max(monthly_values)]
+    results[cte.MONTH] = [x / cte.WATTS_HOUR_TO_JULES for x in monthly_values]
+    results[cte.YEAR] = [max(monthly_values) / cte.WATTS_HOUR_TO_JULES]
+    return results
+
+  @property
+  def domestic_hot_water_peak_load(self) -> Union[None, dict]:
+    """
+    Get cooling peak load in W
+    :return: dict{[float]}
+    """
+    results = {}
+    monthly_values = None
+    if cte.HOUR in self.domestic_hot_water_heat_demand:
+      monthly_values = PeakLoads().peak_loads_from_hourly(self.domestic_hot_water_heat_demand[cte.HOUR])
+    if monthly_values is None:
+      return None
+    results[cte.MONTH] = [x / cte.WATTS_HOUR_TO_JULES for x in monthly_values]
+    results[cte.YEAR] = [max(monthly_values) / cte.WATTS_HOUR_TO_JULES]
     return results
 
   @property
@@ -702,6 +724,7 @@ class Building(CityObject):
     Get total electricity consumption for distribution and emission systems in J
     return: dict
     """
+    _distribution_systems_electrical_consumption = {}
     if len(self._distribution_systems_electrical_consumption) != 0:
       return self._distribution_systems_electrical_consumption
     _peak_load = self.heating_peak_load[cte.YEAR][0]
@@ -715,11 +738,14 @@ class Building(CityObject):
     if self.energy_systems is None:
       return self._distribution_systems_electrical_consumption
     for energy_system in self.energy_systems:
-      emission_system = energy_system.emission_system.generic_emission_system
+      distribution_systems = energy_system.distribution_systems
+      if distribution_systems is not None:
+        for distribution_system in distribution_systems:
+          emission_systems = distribution_system.emission_systems
           parasitic_energy_consumption = 0
-      if emission_system is not None:
-        parasitic_energy_consumption = emission_system.parasitic_energy_consumption
-      distribution_system = energy_system.distribution_system.generic_distribution_system
+          if emission_systems is not None:
+            for emission_system in emission_systems:
+              parasitic_energy_consumption += emission_system.parasitic_energy_consumption
           consumption_variable_flow = distribution_system.distribution_consumption_variable_flow
           for demand_type in energy_system.demand_types:
             if demand_type.lower() == cte.HEATING.lower():
@@ -758,15 +784,21 @@ class Building(CityObject):
     if self.energy_systems is None:
       return None
     for energy_system in self.energy_systems:
+      generation_systems = energy_system.generation_systems
       for demand_type in energy_system.demand_types:
         if demand_type.lower() == consumption_type.lower():
           if consumption_type in (cte.HEATING, cte.DOMESTIC_HOT_WATER):
-            coefficient_of_performance = energy_system.generation_system.generic_generation_system.heat_efficiency
+            for generation_system in generation_systems:
+              if generation_system.heat_efficiency is not None:
+                coefficient_of_performance = float(generation_system.heat_efficiency)
           elif consumption_type == cte.COOLING:
-            coefficient_of_performance = energy_system.generation_system.generic_generation_system.cooling_efficiency
+            for generation_system in generation_systems:
+              if generation_system.cooling_efficiency is not None:
+                coefficient_of_performance = float(generation_system.cooling_efficiency)
           elif consumption_type == cte.ELECTRICITY:
-            coefficient_of_performance = \
-              energy_system.generation_system.generic_generation_system.electricity_efficiency
+            for generation_system in generation_systems:
+              if generation_system.electricity_efficiency is not None:
+                coefficient_of_performance = float(generation_system.electricity_efficiency)
     if coefficient_of_performance == 0:
       values = [0]*len(demand)
       final_energy_consumed = values
@@ -797,8 +829,12 @@ class Building(CityObject):
     if self.energy_systems is None:
       return self._onsite_electrical_production
     for energy_system in self.energy_systems:
-      if energy_system.generation_system.generic_generation_system.type == cte.PHOTOVOLTAIC:
-        _efficiency = energy_system.generation_system.generic_generation_system.electricity_efficiency
+      for generation_system in energy_system.generation_systems:
+        if generation_system.system_type == cte.PHOTOVOLTAIC:
+          if generation_system.electricity_efficiency is not None:
+            _efficiency = float(generation_system.electricity_efficiency)
+          else:
+            _efficiency = 0
           self._onsite_electrical_production = {}
           for _key in self.roofs[0].global_irradiance.keys():
             _results = [0 for _ in range(0, len(self.roofs[0].global_irradiance[_key]))]
@@ -824,3 +860,60 @@ class Building(CityObject):
     Get building upper corner.
     """
     return [self._max_x, self._max_y, self._max_z]
+
+  @property
+  def energy_consumption_breakdown(self) -> dict:
+    """
+    Get energy consumption of different sectors
+    return: dict
+    """
+    fuel_breakdown = {cte.ELECTRICITY: {cte.LIGHTING: self.lighting_electrical_demand[cte.YEAR][0],
+                                        cte.APPLIANCES: self.appliances_electrical_demand[cte.YEAR][0]}}
+    energy_systems = self.energy_systems
+    for energy_system in energy_systems:
+      demand_types = energy_system.demand_types
+      generation_systems = energy_system.generation_systems
+      for demand_type in demand_types:
+        for generation_system in generation_systems:
+          if generation_system.system_type != cte.PHOTOVOLTAIC:
+            if generation_system.fuel_type not in fuel_breakdown:
+              fuel_breakdown[generation_system.fuel_type] = {}
+            if demand_type in generation_system.energy_consumption:
+              fuel_breakdown[f'{generation_system.fuel_type}'][f'{demand_type}'] = (
+                generation_system.energy_consumption)[f'{demand_type}'][cte.YEAR][0]
+            storage_systems = generation_system.energy_storage_systems
+            if storage_systems:
+              for storage_system in storage_systems:
+                if storage_system.type_energy_stored == 'thermal' and storage_system.heating_coil_energy_consumption:
+                  fuel_breakdown[cte.ELECTRICITY][f'{demand_type}'] += storage_system.heating_coil_energy_consumption[cte.YEAR][0]
+    #TODO: When simulation models of all energy system archetypes are created, this part can be removed
+    heating_fuels = []
+    dhw_fuels = []
+    for energy_system in self.energy_systems:
+      if cte.HEATING in energy_system.demand_types:
+        for generation_system in energy_system.generation_systems:
+          heating_fuels.append(generation_system.fuel_type)
+      if cte.DOMESTIC_HOT_WATER in energy_system.demand_types:
+        for generation_system in energy_system.generation_systems:
+          dhw_fuels.append(generation_system.fuel_type)
+    for key in fuel_breakdown:
+      if key == cte.ELECTRICITY and cte.COOLING not in fuel_breakdown[key]:
+        for energy_system in energy_systems:
+          if cte.COOLING in energy_system.demand_types and cte.COOLING not in fuel_breakdown[key]:
+            for generation_system in energy_system.generation_systems:
+              fuel_breakdown[generation_system.fuel_type][cte.COOLING] = self.cooling_consumption[cte.YEAR][0]
+      for fuel in heating_fuels:
+        if cte.HEATING not in fuel_breakdown[fuel]:
+          for energy_system in energy_systems:
+            if cte.HEATING in energy_system.demand_types:
+              for generation_system in energy_system.generation_systems:
+                fuel_breakdown[generation_system.fuel_type][cte.HEATING] = self.heating_consumption[cte.YEAR][0]
+      for fuel in dhw_fuels:
+        if cte.DOMESTIC_HOT_WATER not in fuel_breakdown[fuel]:
+          for energy_system in energy_systems:
+            if cte.DOMESTIC_HOT_WATER in energy_system.demand_types:
+              for generation_system in energy_system.generation_systems:
+                fuel_breakdown[generation_system.fuel_type][cte.DOMESTIC_HOT_WATER] = self.domestic_hot_water_consumption[cte.YEAR][0]
+    self._fuel_consumption_breakdown = fuel_breakdown
+    return self._fuel_consumption_breakdown
+

hub/city_model_structure/building_demand/internal_zone.py

@@ -132,7 +132,11 @@ class InternalZone:
       _thermal_boundary = ThermalBoundary(surface, surface.solid_polygon.area, windows_areas)
       surface.associated_thermal_boundaries = [_thermal_boundary]
       _thermal_boundaries.append(_thermal_boundary)
+    if self.thermal_archetype is None:
+      return None  # there are no archetype
     _number_of_storeys = int(self.volume / self.area / self.thermal_archetype.average_storey_height)
+    if _number_of_storeys == 0:
+      _number_of_storeys = 1
     _thermal_zone = ThermalZone(_thermal_boundaries, self, self.volume, self.area, _number_of_storeys)
     for thermal_boundary in _thermal_zone.thermal_boundaries:
       thermal_boundary.thermal_zones = [_thermal_zone]

hub/city_model_structure/building_demand/surface.py

@@ -42,10 +42,12 @@ class Surface:
     self._short_wave_reflectance = None
     self._long_wave_emittance = None
     self._inverse = None
-    self._associated_thermal_boundaries = []
+    self._associated_thermal_boundaries = None
     self._vegetation = None
     self._percentage_shared = None
     self._solar_collectors_area_reduction_factor = None
+    self._global_irradiance_tilted = {}
+    self._installed_solar_collector_area = None
 
   @property
   def name(self):
@@ -178,7 +180,7 @@ class Surface:
   @property
   def global_irradiance(self) -> dict:
     """
-    Get global irradiance on surface in J/m2
+    Get global irradiance on surface in W/m2
     :return: dict
     """
     return self._global_irradiance
@@ -186,7 +188,7 @@ class Surface:
   @global_irradiance.setter
   def global_irradiance(self, value):
     """
-    Set global irradiance on surface in J/m2
+    Set global irradiance on surface in W/m2
     :param value: dict
     """
     self._global_irradiance = value
@@ -384,3 +386,35 @@ class Surface:
     :param value: float
     """
     self._solar_collectors_area_reduction_factor = value
+
+  @property
+  def global_irradiance_tilted(self) -> dict:
+    """
+    Get global irradiance on a tilted surface in W/m2
+    :return: dict
+    """
+    return self._global_irradiance_tilted
+
+  @global_irradiance_tilted.setter
+  def global_irradiance_tilted(self, value):
+    """
+    Set global irradiance on a tilted surface in W/m2
+    :param value: dict
+    """
+    self._global_irradiance_tilted = value
+
+  @property
+  def installed_solar_collector_area(self):
+    """
+    Get installed solar collector area in m2
+    :return: dict
+    """
+    return self._installed_solar_collector_area
+
+  @installed_solar_collector_area.setter
+  def installed_solar_collector_area(self, value):
+    """
+    Set installed solar collector area in m2
+    :return: dict
+    """
+    self._installed_solar_collector_area = value

hub/city_model_structure/building_demand/thermal_archetype.py

@@ -20,6 +20,8 @@ class ThermalArchetype:
     self._indirect_heated_ratio = None
     self._infiltration_rate_for_ventilation_system_off = None
     self._infiltration_rate_for_ventilation_system_on = None
+    self._infiltration_rate_area_for_ventilation_system_off=None
+    self._infiltration_rate_area_for_ventilation_system_on=None
 
   @property
   def constructions(self) -> [Construction]:
@@ -132,3 +134,35 @@ class ThermalArchetype:
     :param value: float
     """
     self._infiltration_rate_for_ventilation_system_on = value
+
+  @property
+  def infiltration_rate_area_for_ventilation_system_off(self):
+    """
+    Get infiltration rate for ventilation system off in l/s/m2
+    :return: float
+    """
+    return self._infiltration_rate_for_ventilation_system_off
+
+  @infiltration_rate_area_for_ventilation_system_off.setter
+  def infiltration_rate_area_for_ventilation_system_off(self, value):
+    """
+    Set infiltration rate for ventilation system off in l/s/m2
+    :param value: float
+    """
+    self._infiltration_rate_for_ventilation_system_off = value
+
+  @property
+  def infiltration_rate_area_for_ventilation_system_on(self):
+    """
+    Get infiltration rate for ventilation system on in l/s/m2
+    :return: float
+    """
+    return self._infiltration_rate_for_ventilation_system_on
+
+  @infiltration_rate_area_for_ventilation_system_on.setter
+  def infiltration_rate_area_for_ventilation_system_on(self, value):
+    """
+    Set infiltration rate for ventilation system on in l/s/m2
+    :param value: float
+    """
+    self._infiltration_rate_for_ventilation_system_on = value

hub/city_model_structure/building_demand/thermal_zone.py

@@ -44,6 +44,8 @@ class ThermalZone:
     self._indirectly_heated_area_ratio = None
     self._infiltration_rate_system_on = None
     self._infiltration_rate_system_off = None
+    self._infiltration_rate_area_system_on = None
+    self._infiltration_rate_area_system_off = None
     self._volume = volume
     self._ordinate_number = None
     self._view_factors_matrix = None
@@ -166,6 +168,24 @@ class ThermalZone:
     self._infiltration_rate_system_off = self._parent_internal_zone.thermal_archetype.infiltration_rate_for_ventilation_system_off
     return self._infiltration_rate_system_off
 
+  @property
+  def infiltration_rate_area_system_on(self):
+    """
+    Get thermal zone infiltration rate system on in air changes per second (1/s)
+    :return: None or float
+    """
+    self._infiltration_rate_area_system_on = self._parent_internal_zone.thermal_archetype.infiltration_rate_area_for_ventilation_system_on
+    return self._infiltration_rate_area_system_on
+
+  @property
+  def infiltration_rate_area_system_off(self):
+    """
+    Get thermal zone infiltration rate system off in air changes per second (1/s)
+    :return: None or float
+    """
+    self._infiltration_rate_area_system_off = self._parent_internal_zone.thermal_archetype.infiltration_rate_area_for_ventilation_system_off
+    return self._infiltration_rate_area_system_off
+
   @property
   def volume(self):
     """

hub/city_model_structure/city.py

@@ -62,7 +62,6 @@ class City:
     self._level_of_detail = LevelOfDetail()
     self._city_objects_dictionary = {}
     self._city_objects_alias_dictionary = {}
-    self._energy_systems_connection_table = None
     self._generic_energy_systems = None
 
   def _get_location(self) -> Location:
@@ -505,24 +504,6 @@ class City:
     """
     return self._level_of_detail
 
-  @property
-  def energy_systems_connection_table(self) -> Union[None, DataFrame]:
-    """
-    Get energy systems connection table which includes at least two columns: energy_system_type and associated_building
-    and may also include dimensioned_energy_system and connection_building_to_dimensioned_energy_system
-    :return: DataFrame
-    """
-    return self._energy_systems_connection_table
-
-  @energy_systems_connection_table.setter
-  def energy_systems_connection_table(self, value):
-    """
-    Set energy systems connection table which includes at least two columns: energy_system_type and associated_building
-    and may also include dimensioned_energy_system and connection_building_to_dimensioned_energy_system
-    :param value: DataFrame
-    """
-    self._energy_systems_connection_table = value
-
   @property
   def generic_energy_systems(self) -> dict:
     """

hub/city_model_structure/city_object.py

@@ -41,9 +41,10 @@ class CityObject:
     self._ground_temperature = {}
     self._global_horizontal = {}
     self._diffuse = {}
-    self._beam = {}
+    self._direct_normal = {}
     self._sensors = []
     self._neighbours = None
+    self._beam = {}
 
   @property
   def level_of_detail(self) -> LevelOfDetail:
@@ -238,20 +239,20 @@ class CityObject:
     self._diffuse = value
 
   @property
-  def beam(self) -> dict:
+  def direct_normal(self) -> dict:
     """
     Get beam radiation surrounding the city object in J/m2
     :return: dict{dict{[float]}}
     """
-    return self._beam
+    return self._direct_normal
 
-  @beam.setter
-  def beam(self, value):
+  @direct_normal.setter
+  def direct_normal(self, value):
     """
     Set beam radiation surrounding the city object in J/m2
     :param value: dict{dict{[float]}}
     """
-    self._beam = value
+    self._direct_normal = value
 
   @property
   def lower_corner(self):
@@ -302,3 +303,19 @@ class CityObject:
     Set the list of neighbour_objects and their properties associated to the current city_object
     """
     self._neighbours = value
+
+  @property
+  def beam(self) -> dict:
+    """
+    Get beam radiation surrounding the city object in J/m2
+    :return: dict{dict{[float]}}
+    """
+    return self._beam
+
+  @beam.setter
+  def beam(self, value):
+    """
+    Set beam radiation surrounding the city object in J/m2
+    :param value: dict{dict{[float]}}
+    """
+    self._beam = value

hub/city_model_structure/energy_systems/distribution_system.py

@@ -5,7 +5,12 @@ Copyright © 2023 Concordia CERC group
 Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 """
 
-from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem
+from typing import Union, List, TypeVar
+
+from hub.city_model_structure.energy_systems.emission_system import EmissionSystem
+from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem
+
+GenerationSystem = TypeVar('GenerationSystem')
 
 
 class DistributionSystem:
@@ -13,20 +18,158 @@ class DistributionSystem:
   DistributionSystem class
   """
   def __init__(self):
-    self._generic_distribution_system = None
+    self._model_name = None
+    self._type = None
+    self._supply_temperature = None
+    self._distribution_consumption_fix_flow = None
+    self._distribution_consumption_variable_flow = None
+    self._heat_losses = None
+    self._generation_systems = None
+    self._energy_storage_systems = None
+    self._emission_systems = None
 
   @property
-  def generic_distribution_system(self) -> GenericDistributionSystem:
+  def model_name(self):
     """
-    Get generic_distribution_system
-    :return: GenericDistributionSystem
+    Get model name
+    :return: string
     """
-    return self._generic_distribution_system
+    return self._model_name
 
-  @generic_distribution_system.setter
-  def generic_distribution_system(self, value):
+  @model_name.setter
+  def model_name(self, value):
     """
-    Set associated generic_distribution_system
-    :param value: GenericDistributionSystem
+    Set model name
+    :param value: string
     """
-    self._generic_distribution_system = value
+    self._model_name = value
+
+  @property
+  def type(self):
+    """
+    Get type from [air, water, refrigerant]
+    :return: string
+    """
+    return self._type
+
+  @type.setter
+  def type(self, value):
+    """
+    Set type from [air, water, refrigerant]
+    :param value: string
+    """
+    self._type = value
+
+  @property
+  def supply_temperature(self):
+    """
+    Get supply_temperature in degree Celsius
+    :return: float
+    """
+    return self._supply_temperature
+
+  @supply_temperature.setter
+  def supply_temperature(self, value):
+    """
+    Set supply_temperature in degree Celsius
+    :param value: float
+    """
+    self._supply_temperature = value
+
+  @property
+  def distribution_consumption_fix_flow(self):
+    """
+    Get distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W)
+    :return: float
+    """
+    return self._distribution_consumption_fix_flow
+
+  @distribution_consumption_fix_flow.setter
+  def distribution_consumption_fix_flow(self, value):
+    """
+    Set distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W)
+    :return: float
+    """
+    self._distribution_consumption_fix_flow = value
+
+  @property
+  def distribution_consumption_variable_flow(self):
+    """
+    Get distribution_consumption if the pump or fan work at variable mass or volume flow in ratio
+    over energy produced (J/J)
+    :return: float
+    """
+    return self._distribution_consumption_variable_flow
+
+  @distribution_consumption_variable_flow.setter
+  def distribution_consumption_variable_flow(self, value):
+    """
+    Set distribution_consumption if the pump or fan work at variable mass or volume flow in ratio
+    over energy produced (J/J)
+    :return: float
+    """
+    self._distribution_consumption_variable_flow = value
+
+  @property
+  def heat_losses(self):
+    """
+    Get heat_losses in ratio over energy produced
+    :return: float
+    """
+    return self._heat_losses
+
+  @heat_losses.setter
+  def heat_losses(self, value):
+    """
+    Set heat_losses in ratio over energy produced
+    :param value: float
+    """
+    self._heat_losses = value
+
+  @property
+  def generation_systems(self) -> Union[None, List[GenerationSystem]]:
+    """
+    Get generation systems connected to the distribution system
+    :return: [GenerationSystem]
+    """
+    return self._generation_systems
+
+  @generation_systems.setter
+  def generation_systems(self, value):
+    """
+    Set generation systems connected to the distribution system
+    :param value: [GenerationSystem]
+    """
+    self._generation_systems = value
+
+  @property
+  def energy_storage_systems(self) -> Union[None, List[EnergyStorageSystem]]:
+    """
+    Get energy storage systems connected to this distribution system
+    :return: [EnergyStorageSystem]
+    """
+    return self._energy_storage_systems
+
+  @energy_storage_systems.setter
+  def energy_storage_systems(self, value):
+    """
+    Set energy storage systems connected to this distribution system
+    :param value: [EnergyStorageSystem]
+    """
+    self._energy_storage_systems = value
+
+  @property
+  def emission_systems(self) -> Union[None, List[EmissionSystem]]:
+    """
+    Get energy emission systems connected to this distribution system
+    :return: [EmissionSystem]
+    """
+    return self._emission_systems
+
+  @emission_systems.setter
+  def emission_systems(self, value):
+    """
+    Set energy emission systems connected to this distribution system
+    :param value: [EmissionSystem]
+    """
+    self._emission_systems = value

hub/city_model_structure/energy_systems/electrical_storage_system.py

@@ -0,0 +1,104 @@
+"""
+Electrical storage system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem
+
+
+class ElectricalStorageSystem(EnergyStorageSystem):
+  """"
+  Electrical Storage System Class
+  """
+
+  def __init__(self):
+
+    super().__init__()
+    self._rated_output_power = None
+    self._nominal_efficiency = None
+    self._battery_voltage = None
+    self._depth_of_discharge = None
+    self._self_discharge_rate = None
+
+  @property
+  def rated_output_power(self):
+    """
+    Get the rated output power of storage system in Watts
+    :return: float
+    """
+    return self._rated_output_power
+
+  @rated_output_power.setter
+  def rated_output_power(self, value):
+    """
+    Set the rated output power of storage system in Watts
+    :param value: float
+    """
+    self._rated_output_power = value
+
+  @property
+  def nominal_efficiency(self):
+    """
+    Get the nominal efficiency of the storage system
+    :return: float
+    """
+    return self._nominal_efficiency
+
+  @nominal_efficiency.setter
+  def nominal_efficiency(self, value):
+    """
+    Set the nominal efficiency of the storage system
+    :param value: float
+    """
+    self._nominal_efficiency = value
+
+  @property
+  def battery_voltage(self):
+    """
+    Get the battery voltage in Volts
+    :return: float
+    """
+    return self._battery_voltage
+
+  @battery_voltage.setter
+  def battery_voltage(self, value):
+    """
+    Set the battery voltage in Volts
+    :param value: float
+    """
+    self._battery_voltage = value
+
+  @property
+  def depth_of_discharge(self):
+    """
+    Get the depth of discharge as a percentage
+    :return: float
+    """
+    return self._depth_of_discharge
+
+  @depth_of_discharge.setter
+  def depth_of_discharge(self, value):
+    """
+    Set the depth of discharge as a percentage
+    :param value: float
+    """
+    self._depth_of_discharge = value
+
+  @property
+  def self_discharge_rate(self):
+    """
+    Get the self discharge rate of battery as a percentage
+    :return: float
+    """
+    return self._self_discharge_rate
+
+  @self_discharge_rate.setter
+  def self_discharge_rate(self, value):
+    """
+    Set the self discharge rate of battery as a percentage
+    :param value: float
+    """
+    self._self_discharge_rate = value

hub/city_model_structure/energy_systems/emission_system.py

@@ -1,32 +1,64 @@
 """
-Energy emission system definition
+Emission system 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
 """
 
-from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem
-
 
 class EmissionSystem:
   """
   EmissionSystem class
   """
   def __init__(self):
-    self._generic_emission_system = None
+    self._model_name = None
+    self._type = None
+    self._parasitic_energy_consumption = 0
 
   @property
-  def generic_emission_system(self) -> GenericEmissionSystem:
+  def model_name(self):
     """
-    Get associated generic_emission_system
-    :return: GenericEmissionSystem
+    Get model name
+    :return: string
     """
-    return self._generic_emission_system
+    return self._model_name
 
-  @generic_emission_system.setter
-  def generic_emission_system(self, value):
+  @model_name.setter
+  def model_name(self, value):
     """
-    Set associated
-    :param value: GenericEmissionSystem
+    Set model name
+    :param value: string
     """
-    self._generic_emission_system = value
+    self._model_name = value
+
+  @property
+  def type(self):
+    """
+    Get type
+    :return: string
+    """
+    return self._type
+
+  @type.setter
+  def type(self, value):
+    """
+    Set type
+    :param value: string
+    """
+    self._type = value
+
+  @property
+  def parasitic_energy_consumption(self):
+    """
+    Get parasitic_energy_consumption in ratio (W/W)
+    :return: float
+    """
+    return self._parasitic_energy_consumption
+
+  @parasitic_energy_consumption.setter
+  def parasitic_energy_consumption(self, value):
+    """
+    Set parasitic_energy_consumption in ratio (W/W)
+    :param value: float
+    """
+    self._parasitic_energy_consumption = value

hub/city_model_structure/energy_systems/energy_storage_system.py

@@ -0,0 +1,118 @@
+"""
+Energy storage system. Abstract class
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+from abc import ABC
+
+
+class EnergyStorageSystem(ABC):
+  """
+  Energy storage System class
+  """
+  def __init__(self):
+    self._type_energy_stored = None
+    self._storage_type = None
+    self._model_name = None
+    self._manufacturer = None
+    self._nominal_capacity = None
+    self._losses_ratio = None
+
+  @property
+  def type_energy_stored(self):
+    """
+    Get type of energy stored from ['electrical', 'thermal']
+    :return: string
+    """
+    return self._type_energy_stored
+
+  @type_energy_stored.setter
+  def type_energy_stored(self, value):
+    """
+    Set type of energy stored from ['electrical', 'thermal']
+    :return: string
+    """
+    self._type_energy_stored = value
+
+  @property
+  def storage_type(self):
+    """
+    Get storage type
+    :return: string
+    """
+    return self._storage_type
+
+  @storage_type.setter
+  def storage_type(self, value):
+    """
+    Get storage type
+    :param value: string
+    """
+    self._storage_type = value
+
+  @property
+  def model_name(self):
+    """
+    Get system model
+    :return: string
+    """
+    return self._model_name
+
+  @model_name.setter
+  def model_name(self, value):
+    """
+    Set system model
+    :param value: string
+    """
+    self._model_name = value
+
+  @property
+  def manufacturer(self):
+    """
+    Get name of manufacturer
+    :return: string
+    """
+    return self._manufacturer
+
+  @manufacturer.setter
+  def manufacturer(self, value):
+    """
+    Set name of manufacturer
+    :param value: string
+    """
+    self._manufacturer = value
+
+  @property
+  def nominal_capacity(self):
+    """
+    Get the nominal capacity of storage systems in Jules
+    :return: float
+    """
+    return self._nominal_capacity
+
+  @nominal_capacity.setter
+  def nominal_capacity(self, value):
+    """
+    Set the nominal capacity of storage systems in Jules
+    :return: float
+    """
+    self._nominal_capacity = value
+
+  @property
+  def losses_ratio(self):
+    """
+    Get the losses-ratio of storage system in Jules lost / Jules stored
+    :return: float
+    """
+    return self._losses_ratio
+
+  @losses_ratio.setter
+  def losses_ratio(self, value):
+    """
+    Set the losses-ratio of storage system in Jules lost / Jules stored
+    :return: float
+    """
+    self._losses_ratio = value

hub/city_model_structure/energy_systems/energy_system.py

@@ -6,10 +6,11 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 """
 
 from typing import Union, List
+from pathlib import Path
 
-from hub.city_model_structure.energy_systems.generation_system import GenerationSystem
 from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem
-from hub.city_model_structure.energy_systems.emission_system import EmissionSystem
+from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem
 from hub.city_model_structure.energy_systems.control_system import ControlSystem
 from hub.city_model_structure.city_object import CityObject
 
@@ -19,30 +20,14 @@ class EnergySystem:
   EnergySystem class
   """
   def __init__(self):
-    self._name = None
     self._demand_types = None
-    self._generation_system = None
-    self._distribution_system = None
-    self._emission_system = None
+    self._name = None
+    self._generation_systems = None
+    self._distribution_systems = None
+    self._configuration_schema = None
     self._connected_city_objects = None
     self._control_system = None
 
-  @property
-  def name(self):
-    """
-    Get energy system name
-    :return: str
-    """
-    return self._name
-
-  @name.setter
-  def name(self, value):
-    """
-    Set energy system name
-    :param value:
-    """
-    self._name = value
-
   @property
   def demand_types(self):
     """
@@ -60,58 +45,74 @@ class EnergySystem:
     self._demand_types = value
 
   @property
-  def generation_system(self) -> GenerationSystem:
+  def name(self):
     """
-    Get generation system
-    :return: GenerationSystem
+    Get energy system name
+    :return: str
     """
-    return self._generation_system
+    return self._name
 
-  @generation_system.setter
-  def generation_system(self, value):
+  @name.setter
+  def name(self, value):
     """
-    Set generation system
-    :param value: GenerationSystem
+    Set energy system name
+    :param value:
     """
-    self._generation_system = value
+    self._name = value
 
   @property
-  def distribution_system(self) -> Union[None, DistributionSystem]:
+  def generation_systems(self) -> Union[List[NonPvGenerationSystem], List[PvGenerationSystem]]:
     """
-    Get distribution system
-    :return: DistributionSystem
+    Get generation systems
+    :return: [GenerationSystem]
     """
-    return self._distribution_system
+    return self._generation_systems
 
-  @distribution_system.setter
-  def distribution_system(self, value):
+  @generation_systems.setter
+  def generation_systems(self, value):
     """
-    Set distribution system
-    :param value: DistributionSystem
+    Set generation systems
+    :return: [GenerationSystem]
     """
-    self._distribution_system = value
+    self._generation_systems = value
 
   @property
-  def emission_system(self) -> Union[None, EmissionSystem]:
+  def distribution_systems(self) -> Union[None, List[DistributionSystem]]:
     """
-    Get emission system
-    :return: EmissionSystem
+    Get distribution systems
+    :return: [DistributionSystem]
     """
-    return self._emission_system
+    return self._distribution_systems
 
-  @emission_system.setter
-  def emission_system(self, value):
+  @distribution_systems.setter
+  def distribution_systems(self, value):
     """
-    Set emission system
-    :param value: EmissionSystem
+    Set distribution systems
+    :param value: [DistributionSystem]
     """
-    self._emission_system = value
+    self._distribution_systems = value
+
+  @property
+  def configuration_schema(self) -> Path:
+    """
+    Get the schema of the system configuration
+    :return: Path
+    """
+    return self._configuration_schema
+
+  @configuration_schema.setter
+  def configuration_schema(self, value):
+    """
+    Set the schema of the system configuration
+    :param value: Path
+    """
+    self._configuration_schema = value
 
   @property
   def connected_city_objects(self) -> Union[None, List[CityObject]]:
     """
     Get list of city objects that are connected to this energy system
-    :return: List[CityObject]
+    :return: [CityObject]
     """
     return self._connected_city_objects
 
@@ -119,7 +120,7 @@ class EnergySystem:
   def connected_city_objects(self, value):
     """
     Set list of city objects that are connected to this energy system
-    :param value: List[CityObject]
+    :param value: [CityObject]
     """
     self._connected_city_objects = value
 

hub/city_model_structure/energy_systems/generation_system.py

@@ -1,120 +1,158 @@
 """
-Energy generation system definition
+Energy generation system (abstract class)
 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: Saeed Ranjbar saeed.ranjbar@concordia.ca
 """
 
 from __future__ import annotations
-from typing import Union
+from abc import ABC
+from typing import Union, List
 
-from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem
+from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem
+from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem
 
 
-class GenerationSystem:
+class GenerationSystem(ABC):
   """
   GenerationSystem class
   """
   def __init__(self):
-    self._heat_power = None
-    self._cooling_power = None
-    self._electricity_power = None
-    self._storage_capacity = None
-    self._generic_generation_system = None
-    self._auxiliary_equipment = None
+    self._system_type = None
+    self._name = None
+    self._model_name = None
+    self._manufacturer = None
+    self._fuel_type = None
+    self._distribution_systems = None
+    self._energy_storage_systems = None
+    self._number_of_units = None
 
   @property
-  def generic_generation_system(self) -> GenericGenerationSystem:
+  def system_type(self):
     """
-    Get associated generic_generation_system
-    :return: GenericGenerationSystem
+    Get type
+    :return: string
     """
-    return self._generic_generation_system
+    return self._system_type
 
-  @generic_generation_system.setter
-  def generic_generation_system(self, value):
+  @system_type.setter
+  def system_type(self, value):
     """
-    Set associated generic_generation_system
-    :param value: GenericGenerationSystem
+    Set type
+    :param value: string
     """
-    self._generic_generation_system = value
+    self._system_type = value
 
   @property
-  def heat_power(self):
+  def name(self):
     """
-    Get heat_power in W
-    :return: float
+    Get name
+    :return: string
     """
-    return self._heat_power
+    return self._name
 
-  @heat_power.setter
-  def heat_power(self, value):
+  @name.setter
+  def name(self, value):
     """
-    Set heat_power in W
-    :param value: float
+    Set name
+    :param value: string
     """
-    self._heat_power = value
+    self._name = value
 
   @property
-  def cooling_power(self):
+  def model_name(self):
     """
-    Get cooling_power in W
-    :return: float
+    Get model name
+    :return: string
     """
-    return self._cooling_power
+    return self._model_name
 
-  @cooling_power.setter
-  def cooling_power(self, value):
+  @model_name.setter
+  def model_name(self, value):
     """
-    Set cooling_power in W
-    :param value: float
+    Set model name
+    :param value: string
     """
-    self._cooling_power = value
+    self._model_name = value
 
   @property
-  def electricity_power(self):
+  def manufacturer(self):
     """
-    Get electricity_power in W
-    :return: float
+    Get manufacturer's name
+    :return: string
     """
-    return self._electricity_power
+    return self._manufacturer
 
-  @electricity_power.setter
-  def electricity_power(self, value):
+  @manufacturer.setter
+  def manufacturer(self, value):
     """
-    Set electricity_power in W
-    :param value: float
+    Set manufacturer's name
+    :param value: string
     """
-    self._electricity_power = value
+    self._manufacturer = value
 
   @property
-  def storage_capacity(self):
+  def fuel_type(self):
     """
-    Get storage_capacity in J
-    :return: float
+    Get fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal]
+    :return: string
     """
-    return self._storage_capacity
+    return self._fuel_type
 
-  @storage_capacity.setter
-  def storage_capacity(self, value):
+  @fuel_type.setter
+  def fuel_type(self, value):
     """
-    Set storage_capacity in J
-    :param value: float
+    Set fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal]
+    :param value: string
     """
-    self._storage_capacity = value
+    self._fuel_type = value
 
   @property
-  def auxiliary_equipment(self) -> Union[None, GenerationSystem]:
+  def distribution_systems(self) -> Union[None, List[DistributionSystem]]:
     """
-    Get auxiliary_equipment
-    :return: GenerationSystem
+    Get distributions systems connected to this generation system
+    :return: [DistributionSystem]
     """
-    return self._auxiliary_equipment
+    return self._distribution_systems
 
-  @auxiliary_equipment.setter
-  def auxiliary_equipment(self, value):
+  @distribution_systems.setter
+  def distribution_systems(self, value):
     """
-    Set auxiliary_equipment
-    :param value: GenerationSystem
+    Set distributions systems connected to this generation system
+    :param value: [DistributionSystem]
     """
-    self._auxiliary_equipment = value
+    self._distribution_systems = value
+
+  @property
+  def energy_storage_systems(self) -> Union[None, List[ThermalStorageSystem], List[ElectricalStorageSystem]]:
+    """
+    Get energy storage systems connected to this generation system
+    :return: [EnergyStorageSystem]
+    """
+    return self._energy_storage_systems
+
+  @energy_storage_systems.setter
+  def energy_storage_systems(self, value):
+    """
+    Set energy storage systems connected to this generation system
+    :param value: [EnergyStorageSystem]
+    """
+    self._energy_storage_systems = value
+
+  @property
+  def number_of_units(self):
+    """
+    Get number of a specific generation unit
+    :return: int
+    """
+    return self._number_of_units
+
+  @number_of_units.setter
+  def number_of_units(self, value):
+    """
+    Set number of a specific generation unit
+    :return: int
+    """
+    self._number_of_units = value

hub/city_model_structure/energy_systems/generic_distribution_system.py

@@ -1,100 +0,0 @@
-"""
-Generic energy distribution system definition
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2023 Concordia CERC group
-Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
-"""
-
-
-class GenericDistributionSystem:
-  """
-  GenericDistributionSystem class
-  """
-  def __init__(self):
-    self._type = None
-    self._supply_temperature = None
-    self._distribution_consumption_fix_flow = None
-    self._distribution_consumption_variable_flow = None
-    self._heat_losses = None
-
-  @property
-  def type(self):
-    """
-    Get type from [air, water, refrigerant]
-    :return: string
-    """
-    return self._type
-
-  @type.setter
-  def type(self, value):
-    """
-    Set type from [air, water, refrigerant]
-    :param value: string
-    """
-    self._type = value
-
-  @property
-  def supply_temperature(self):
-    """
-    Get supply_temperature in degree Celsius
-    :return: float
-    """
-    return self._supply_temperature
-
-  @supply_temperature.setter
-  def supply_temperature(self, value):
-    """
-    Set supply_temperature in degree Celsius
-    :param value: float
-    """
-    self._supply_temperature = value
-
-  @property
-  def distribution_consumption_fix_flow(self):
-    """
-    Get distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W)
-    :return: float
-    """
-    return self._distribution_consumption_fix_flow
-
-  @distribution_consumption_fix_flow.setter
-  def distribution_consumption_fix_flow(self, value):
-    """
-    Set distribution_consumption if the pump or fan work at fix mass or volume flow in ratio over peak power (W/W)
-    :return: float
-    """
-    self._distribution_consumption_fix_flow = value
-
-  @property
-  def distribution_consumption_variable_flow(self):
-    """
-    Get distribution_consumption if the pump or fan work at variable mass or volume flow in ratio
-    over energy produced (J/J)
-    :return: float
-    """
-    return self._distribution_consumption_variable_flow
-
-  @distribution_consumption_variable_flow.setter
-  def distribution_consumption_variable_flow(self, value):
-    """
-    Set distribution_consumption if the pump or fan work at variable mass or volume flow in ratio
-    over energy produced (J/J)
-    :return: float
-    """
-    self._distribution_consumption_variable_flow = value
-
-  @property
-  def heat_losses(self):
-    """
-    Get heat_losses in ratio over energy produced
-    :return: float
-    """
-    return self._heat_losses
-
-  @heat_losses.setter
-  def heat_losses(self, value):
-    """
-    Set heat_losses in ratio over energy produced
-    :param value: float
-    """
-    self._heat_losses = value

hub/city_model_structure/energy_systems/generic_emission_system.py

@@ -1,30 +0,0 @@
-"""
-Generic energy emission system 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
-"""
-
-
-class GenericEmissionSystem:
-  """
-  GenericEmissionSystem class
-  """
-  def __init__(self):
-    self._parasitic_energy_consumption = None
-
-  @property
-  def parasitic_energy_consumption(self):
-    """
-    Get parasitic_energy_consumption in ratio (W/W)
-    :return: float
-    """
-    return self._parasitic_energy_consumption
-
-  @parasitic_energy_consumption.setter
-  def parasitic_energy_consumption(self, value):
-    """
-    Set parasitic_energy_consumption in ratio (W/W)
-    :param value: float
-    """
-    self._parasitic_energy_consumption = value

hub/city_model_structure/energy_systems/generic_energy_system.py

@@ -1,105 +0,0 @@
-"""
-Generic energy system definition
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2023 Concordia CERC group
-Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
-"""
-
-from typing import Union
-
-from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem
-from hub.city_model_structure.energy_systems.generic_emission_system import GenericEmissionSystem
-from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem
-
-
-class GenericEnergySystem:
-  """
-  GenericEnergySystem class
-  """
-  def __init__(self):
-    self._name = None
-    self._demand_types = None
-    self._generation_system = None
-    self._distribution_system = None
-    self._emission_system = None
-    self._connected_city_objects = None
-
-  @property
-  def name(self):
-    """
-    Get energy system name
-    :return: str
-    """
-    return self._name
-
-  @name.setter
-  def name(self, value):
-    """
-    Set energy system name
-    :param value:
-    """
-    self._name = value
-
-  @property
-  def demand_types(self):
-    """
-    Get demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity]
-    :return: [string]
-    """
-    return self._demand_types
-
-  @demand_types.setter
-  def demand_types(self, value):
-    """
-    Set demand able to cover from [Heating, Cooling, Domestic Hot Water, Electricity]
-    :param value: [string]
-    """
-    self._demand_types = value
-
-  @property
-  def generation_system(self) -> GenericGenerationSystem:
-    """
-    Get generation system
-    :return: GenerationSystem
-    """
-    return self._generation_system
-
-  @generation_system.setter
-  def generation_system(self, value):
-    """
-    Set generation system
-    :return: GenerationSystem
-    """
-    self._generation_system = value
-
-  @property
-  def distribution_system(self) -> Union[None, GenericDistributionSystem]:
-    """
-    Get distribution system
-    :return: DistributionSystem
-    """
-    return self._distribution_system
-
-  @distribution_system.setter
-  def distribution_system(self, value):
-    """
-    Set distribution system
-    :param value: DistributionSystem
-    """
-    self._distribution_system = value
-
-  @property
-  def emission_system(self) -> Union[None, GenericEmissionSystem]:
-    """
-    Get emission system
-    :return: EmissionSystem
-    """
-    return self._emission_system
-
-  @emission_system.setter
-  def emission_system(self, value):
-    """
-    Set emission system
-    :param value: EmissionSystem
-    """
-    self._emission_system = value

hub/city_model_structure/energy_systems/generic_generation_system.py

@@ -1,186 +0,0 @@
-"""
-Generic energy generation system definition
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2023 Concordia CERC group
-Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
-"""
-
-from __future__ import annotations
-from typing import Union
-
-
-class GenericGenerationSystem:
-  """
-  GenericGenerationSystem class
-  """
-  def __init__(self):
-    self._type = None
-    self._fuel_type = None
-    self._source_types = None
-    self._heat_efficiency = None
-    self._cooling_efficiency = None
-    self._electricity_efficiency = None
-    self._source_temperature = None
-    self._source_mass_flow = None
-    self._storage = None
-    self._auxiliary_equipment = None
-
-  @property
-  def type(self):
-    """
-    Get system type
-    :return: string
-    """
-    return self._type
-
-  @type.setter
-  def type(self, value):
-    """
-    Set system type
-    :param value: string
-    """
-    self._type = value
-
-  @property
-  def fuel_type(self):
-    """
-    Get fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal]
-    :return: string
-    """
-    return self._fuel_type
-
-  @fuel_type.setter
-  def fuel_type(self, value):
-    """
-    Set fuel_type from [Renewable, Gas, Diesel, Electricity, Wood, Coal]
-    :param value: string
-    """
-    self._fuel_type = value
-
-  @property
-  def source_types(self):
-    """
-    Get source_type from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity]
-    :return: [string]
-    """
-    return self._source_types
-
-  @source_types.setter
-  def source_types(self, value):
-    """
-    Set source_type from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity]
-    :param value: [string]
-    """
-    self._source_types = value
-
-  @property
-  def heat_efficiency(self):
-    """
-    Get heat_efficiency
-    :return: float
-    """
-    return self._heat_efficiency
-
-  @heat_efficiency.setter
-  def heat_efficiency(self, value):
-    """
-    Set heat_efficiency
-    :param value: float
-    """
-    self._heat_efficiency = value
-
-  @property
-  def cooling_efficiency(self):
-    """
-    Get cooling_efficiency
-    :return: float
-    """
-    return self._cooling_efficiency
-
-  @cooling_efficiency.setter
-  def cooling_efficiency(self, value):
-    """
-    Set cooling_efficiency
-    :param value: float
-    """
-    self._cooling_efficiency = value
-
-  @property
-  def electricity_efficiency(self):
-    """
-    Get electricity_efficiency
-    :return: float
-    """
-    return self._electricity_efficiency
-
-  @electricity_efficiency.setter
-  def electricity_efficiency(self, value):
-    """
-    Set electricity_efficiency
-    :param value: float
-    """
-    self._electricity_efficiency = value
-
-  @property
-  def source_temperature(self):
-    """
-    Get source_temperature in degree Celsius
-    :return: float
-    """
-    return self._source_temperature
-
-  @source_temperature.setter
-  def source_temperature(self, value):
-    """
-    Set source_temperature in degree Celsius
-    :param value: float
-    """
-    self._source_temperature = value
-
-  @property
-  def source_mass_flow(self):
-    """
-    Get source_mass_flow in kg/s
-    :return: float
-    """
-    return self._source_mass_flow
-
-  @source_mass_flow.setter
-  def source_mass_flow(self, value):
-    """
-    Set source_mass_flow in kg/s
-    :param value: float
-    """
-    self._source_mass_flow = value
-
-  @property
-  def storage(self):
-    """
-    Get boolean storage exists
-    :return: bool
-    """
-    return self._storage
-
-  @storage.setter
-  def storage(self, value):
-    """
-    Set boolean storage exists
-    :return: bool
-    """
-    self._storage = value
-
-  @property
-  def auxiliary_equipment(self) -> Union[None, GenericGenerationSystem]:
-    """
-    Get auxiliary_equipment
-    :return: GenerationSystem
-    """
-    return self._auxiliary_equipment
-
-  @auxiliary_equipment.setter
-  def auxiliary_equipment(self, value):
-    """
-    Set auxiliary_equipment
-    :return: GenerationSystem
-    """
-    self._auxiliary_equipment = value

hub/city_model_structure/energy_systems/heat_pump.py

@@ -1,64 +0,0 @@
-"""
-heat_pump module defines a heat pump
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2022 Concordia CERC group
-Project Coder Peter Yefi peteryefi@gmail.com
-"""
-from typing import List
-from pandas.core.series import Series
-
-
-class HeatPump:
-  """
-  HeatPump class
-  """
-
-  def __init__(self):
-    self._model = None
-    self._hp_monthly_fossil_consumption = None
-    self._hp_monthly_electricity_demand = None
-
-  @property
-  def model(self) -> str:
-    """
-    Get model name
-    :return: str
-    """
-    return self._model
-
-  @model.setter
-  def model(self, value):
-    """
-    Set model (name, indicated in capacity)
-    :param value: str
-    """
-    if self._model is None:
-      self._model = value
-
-  @property
-  def hp_monthly_fossil_consumption(self) -> List:
-    """
-    Fossil fuel consumption that results from insel simulation
-    ":return: []
-    :return:
-    """
-    return self._hp_monthly_fossil_consumption
-
-  @hp_monthly_fossil_consumption.setter
-  def hp_monthly_fossil_consumption(self, value):
-    if isinstance(value, Series):
-      self._hp_monthly_fossil_consumption = value
-
-  @property
-  def hp_monthly_electricity_demand(self) -> List:
-    """
-    Electricity demand that results from insel simulation
-    ":return: []
-    :return:
-    """
-    return self._hp_monthly_electricity_demand
-
-  @hp_monthly_electricity_demand.setter
-  def hp_monthly_electricity_demand(self, value):
-    if isinstance(value, Series):
-      self._hp_monthly_electricity_demand = value

hub/city_model_structure/energy_systems/hvac_terminal_unit.py

@@ -1,32 +0,0 @@
-"""
-HvacTerminalUnit module
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2022 Concordia CERC group
-Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
-"""
-from typing import Union
-
-
-class HvacTerminalUnit:
-  """
-  HvacTerminalUnit class
-  """
-  def __init__(self):
-    self._type = None
-
-  @property
-  def type(self) -> Union[None, str]:
-    """
-    Get type of hvac terminal unit defined for a thermal zone
-    :return: None or str
-    """
-    return self._type
-
-  @type.setter
-  def type(self, value):
-    """
-    Set type of hvac terminal unit defined for a thermal zone
-    :param value: str
-    """
-    if value is not None:
-      self._type = str(value)

hub/city_model_structure/energy_systems/non_pv_generation_system.py

@@ -0,0 +1,539 @@
+"""
+Non PV energy generation system
+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: Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+from typing import Union
+
+from hub.city_model_structure.energy_systems.generation_system import GenerationSystem
+from hub.city_model_structure.energy_systems.performance_curve import PerformanceCurves
+
+
+class NonPvGenerationSystem(GenerationSystem):
+  """
+  NonPvGenerationSystem class
+  """
+  def __init__(self):
+    super().__init__()
+    self._nominal_heat_output = None
+    self._maximum_heat_output = None
+    self._minimum_heat_output = None
+    self._heat_efficiency = None
+    self._nominal_cooling_output = None
+    self._maximum_cooling_output = None
+    self._minimum_cooling_output = None
+    self._cooling_efficiency = None
+    self._electricity_efficiency = None
+    self._nominal_electricity_output = None
+    self._source_medium = None
+    self._source_temperature = None
+    self._source_mass_flow = None
+    self._supply_medium = None
+    self._maximum_heat_supply_temperature = None
+    self._minimum_heat_supply_temperature = None
+    self._maximum_cooling_supply_temperature = None
+    self._minimum_cooling_supply_temperature = None
+    self._heat_output_curve = None
+    self._heat_fuel_consumption_curve = None
+    self._heat_efficiency_curve = None
+    self._cooling_output_curve = None
+    self._cooling_fuel_consumption_curve = None
+    self._cooling_efficiency_curve = None
+    self._domestic_hot_water = None
+    self._heat_supply_temperature = None
+    self._cooling_supply_temperature = None
+    self._reversible = None
+    self._simultaneous_heat_cold = None
+    self._energy_consumption = {}
+
+  @property
+  def nominal_heat_output(self):
+    """
+    Get nominal heat output of heat generation devices in W
+    :return: float
+    """
+    return self._nominal_heat_output
+
+  @nominal_heat_output.setter
+  def nominal_heat_output(self, value):
+    """
+    Set nominal heat output of heat generation devices in W
+    :param value: float
+    """
+    self._nominal_heat_output = value
+
+  @property
+  def maximum_heat_output(self):
+    """
+    Get maximum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._maximum_heat_output
+
+  @maximum_heat_output.setter
+  def maximum_heat_output(self, value):
+    """
+    Set maximum heat output of heat generation devices in W
+    :param value: float
+    """
+    self._maximum_heat_output = value
+
+  @property
+  def minimum_heat_output(self):
+    """
+    Get minimum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._minimum_heat_output
+
+  @minimum_heat_output.setter
+  def minimum_heat_output(self, value):
+    """
+    Set minimum heat output of heat generation devices in W
+    :param value: float
+    """
+    self._minimum_heat_output = value
+
+  @property
+  def source_medium(self):
+    """
+    Get source_type from [air, water, ground, district_heating, grid, on_site_electricity]
+    :return: string
+    """
+    return self._source_medium
+
+  @source_medium.setter
+  def source_medium(self, value):
+    """
+    Set source medium from [Air, Water, Geothermal, District Heating, Grid, Onsite Electricity]
+    :param value: [string]
+    """
+    self._source_medium = value
+
+  @property
+  def supply_medium(self):
+    """
+    Get the supply medium from ['air', 'water']
+    :return: string
+    """
+    return self._supply_medium
+
+  @supply_medium.setter
+  def supply_medium(self, value):
+    """
+    Set the supply medium from ['air', 'water']
+    :param value: string
+    """
+    self._supply_medium = value
+
+  @property
+  def heat_efficiency(self):
+    """
+    Get heat_efficiency
+    :return: float
+    """
+    return self._heat_efficiency
+
+  @heat_efficiency.setter
+  def heat_efficiency(self, value):
+    """
+    Set heat_efficiency
+    :param value: float
+    """
+    self._heat_efficiency = value
+
+  @property
+  def nominal_cooling_output(self):
+    """
+    Get nominal cooling output of heat generation devices in W
+    :return: float
+    """
+    return self._nominal_cooling_output
+
+  @nominal_cooling_output.setter
+  def nominal_cooling_output(self, value):
+    """
+    Set nominal cooling output of heat generation devices in W
+    :param value: float
+    """
+    self._nominal_cooling_output = value
+
+  @property
+  def maximum_cooling_output(self):
+    """
+    Get maximum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._maximum_cooling_output
+
+  @maximum_cooling_output.setter
+  def maximum_cooling_output(self, value):
+    """
+    Set maximum heat output of heat generation devices in W
+    :param value: float
+    """
+    self._maximum_cooling_output = value
+
+  @property
+  def minimum_cooling_output(self):
+    """
+    Get minimum heat output of heat generation devices in W
+    :return: float
+    """
+    return self._minimum_cooling_output
+
+  @minimum_cooling_output.setter
+  def minimum_cooling_output(self, value):
+    """
+    Set minimum heat output of heat generation devices in W
+    :param value: float
+    """
+    self._minimum_cooling_output = value
+
+  @property
+  def cooling_efficiency(self):
+    """
+    Get cooling_efficiency
+    :return: float
+    """
+    return self._cooling_efficiency
+
+  @cooling_efficiency.setter
+  def cooling_efficiency(self, value):
+    """
+    Set cooling_efficiency
+    :param value: float
+    """
+    self._cooling_efficiency = value
+
+  @property
+  def electricity_efficiency(self):
+    """
+    Get electricity_efficiency
+    :return: float
+    """
+    return self._electricity_efficiency
+
+  @electricity_efficiency.setter
+  def electricity_efficiency(self, value):
+    """
+    Set electricity_efficiency
+    :param value: float
+    """
+    self._electricity_efficiency = value
+
+  @property
+  def source_temperature(self):
+    """
+    Get source_temperature in degree Celsius
+    :return: float
+    """
+    return self._source_temperature
+
+  @source_temperature.setter
+  def source_temperature(self, value):
+    """
+    Set source_temperature in degree Celsius
+    :param value: float
+    """
+    self._source_temperature = value
+
+  @property
+  def source_mass_flow(self):
+    """
+    Get source_mass_flow in kg/s
+    :return: float
+    """
+    return self._source_mass_flow
+
+  @source_mass_flow.setter
+  def source_mass_flow(self, value):
+    """
+    Set source_mass_flow in kg/s
+    :param value: float
+    """
+    self._source_mass_flow = value
+
+  @property
+  def nominal_electricity_output(self):
+    """
+    Get nominal_power_output of electricity generation devices or inverters in W
+    :return: float
+    """
+    return self._nominal_electricity_output
+
+  @nominal_electricity_output.setter
+  def nominal_electricity_output(self, value):
+    """
+    Get nominal_power_output of electricity generation devices or inverters in W
+    :param value: float
+    """
+    self._nominal_electricity_output = value
+
+  @property
+  def maximum_heat_supply_temperature(self):
+    """
+    Get the maximum heat supply temperature in degree Celsius
+    :return: float
+    """
+    return self._minimum_heat_supply_temperature
+
+  @maximum_heat_supply_temperature.setter
+  def maximum_heat_supply_temperature(self, value):
+    """
+    Set maximum heating supply temperature in degree Celsius
+    :param value: float
+    """
+    self._maximum_heat_supply_temperature = value
+
+  @property
+  def minimum_heat_supply_temperature(self):
+    """
+    Get the minimum heat supply temperature in degree Celsius
+    :return: float
+    """
+    return self._minimum_heat_supply_temperature
+
+  @minimum_heat_supply_temperature.setter
+  def minimum_heat_supply_temperature(self, value):
+    """
+    Set minimum heating supply temperature in degree Celsius
+    :param value: float
+    """
+    self._minimum_heat_supply_temperature = value
+
+  @property
+  def maximum_cooling_supply_temperature(self):
+    """
+    Get the maximum cooling supply temperature in degree Celsius
+    :return: float
+    """
+    return self._maximum_cooling_supply_temperature
+
+  @maximum_cooling_supply_temperature.setter
+  def maximum_cooling_supply_temperature(self, value):
+    """
+    Set maximum cooling supply temperature in degree Celsius
+    :param value: float
+    """
+    self._maximum_cooling_supply_temperature = value
+
+  @property
+  def minimum_cooling_supply_temperature(self):
+    """
+    Get the minimum cooling supply temperature in degree Celsius
+    :return: float
+    """
+    return self._minimum_cooling_supply_temperature
+
+  @minimum_cooling_supply_temperature.setter
+  def minimum_cooling_supply_temperature(self, value):
+    """
+    Set minimum cooling supply temperature in degree Celsius
+    :param value: float
+    """
+    self._minimum_cooling_supply_temperature = value
+
+  @property
+  def heat_output_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heat output curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._heat_output_curve
+
+  @heat_output_curve.setter
+  def heat_output_curve(self, value):
+    """
+    Set the heat output curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    self._heat_output_curve = value
+
+  @property
+  def heat_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating fuel consumption curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._heat_fuel_consumption_curve
+
+  @heat_fuel_consumption_curve.setter
+  def heat_fuel_consumption_curve(self, value):
+    """
+    Set the heating fuel consumption curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    self._heat_fuel_consumption_curve = value
+
+  @property
+  def heat_efficiency_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating efficiency curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._heat_efficiency_curve
+
+  @heat_efficiency_curve.setter
+  def heat_efficiency_curve(self, value):
+    """
+    Set the heating efficiency curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    self._heat_efficiency_curve = value
+
+  @property
+  def cooling_output_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heat output curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._cooling_output_curve
+
+  @cooling_output_curve.setter
+  def cooling_output_curve(self, value):
+    """
+    Set the cooling output curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    self._cooling_output_curve = value
+
+  @property
+  def cooling_fuel_consumption_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating fuel consumption curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._cooling_fuel_consumption_curve
+
+  @cooling_fuel_consumption_curve.setter
+  def cooling_fuel_consumption_curve(self, value):
+    """
+    Set the heating fuel consumption curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    self._cooling_fuel_consumption_curve = value
+
+  @property
+  def cooling_efficiency_curve(self) -> Union[None, PerformanceCurves]:
+    """
+    Get the heating efficiency curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    return self._cooling_efficiency_curve
+
+  @cooling_efficiency_curve.setter
+  def cooling_efficiency_curve(self, value):
+    """
+    Set the heating efficiency curve of the heat generation device
+    :return: PerformanceCurve
+    """
+    self._cooling_efficiency_curve = value
+
+  @property
+  def domestic_hot_water(self):
+    """
+    Get the capability of generating domestic hot water
+
+    :return: bool
+    """
+    return self._domestic_hot_water
+
+  @domestic_hot_water.setter
+  def domestic_hot_water(self, value):
+    """
+    Set the capability of generating domestic hot water
+
+    :return: bool
+    """
+    self._domestic_hot_water = value
+
+  @property
+  def heat_supply_temperature(self):
+    """
+    Get the hourly heat supply temperature
+    :return: list
+    """
+    return self._heat_supply_temperature
+
+  @heat_supply_temperature.setter
+  def heat_supply_temperature(self, value):
+    """
+    set the hourly heat supply temperature
+    :param value:
+    :return: list
+    """
+    self._heat_supply_temperature = value
+
+  @property
+  def cooling_supply_temperature(self):
+    """
+    Get the hourly cooling supply temperature
+    :return: list
+    """
+    return self._heat_supply_temperature
+
+  @cooling_supply_temperature.setter
+  def cooling_supply_temperature(self, value):
+    """
+    set the hourly cooling supply temperature
+    :param value:
+    :return: list
+    """
+    self._cooling_supply_temperature = value
+
+  @property
+  def reversibility(self):
+    """
+    Get the capability of generating both heating and cooling
+
+    :return: bool
+    """
+    return self._reversible
+
+  @reversibility.setter
+  def reversibility(self, value):
+    """
+    Set the capability of generating domestic hot water
+
+    :return: bool
+    """
+    self._reversible = value
+
+  @property
+  def simultaneous_heat_cold(self):
+    """
+    Get the capability of generating both heating and cooling at the same time
+
+    :return: bool
+    """
+    return self._simultaneous_heat_cold
+
+  @simultaneous_heat_cold.setter
+  def simultaneous_heat_cold(self, value):
+    """
+    Set the capability of generating domestic hot water at the same time
+
+    :return: bool
+    """
+    self._simultaneous_heat_cold = value
+
+  @property
+  def energy_consumption(self) -> dict:
+    """
+    Get energy consumption in W
+    :return: dict{[float]}
+    """
+    return self._energy_consumption
+
+  @energy_consumption.setter
+  def energy_consumption(self, value):
+    """
+    Set energy consumption in W
+    :param value: dict{[float]}
+    """
+    self._energy_consumption = value
+

hub/city_model_structure/energy_systems/performance_curve.py

@@ -0,0 +1,104 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+from __future__ import annotations
+
+
+class PerformanceCurves:
+  """
+  Parameter function class
+  """
+
+  def __init__(self):
+    self._curve_type = None
+    self._dependant_variable = None
+    self._parameters = None
+    self._coefficients = None
+
+  @property
+  def curve_type(self):
+    """
+    Get the type of the fit function from the following
+    Linear =>>> y = a + b*x
+    Exponential =>>> y = a*(b**x)
+    Second degree polynomial =>>> y = a + b*x + c*(x**2)
+    Power =>>> y = a*(x**b)
+    Bi-Quadratic =>>> y = a + b*x + c*(x**2) + d*z + e*(z**2) + f*x*z
+
+    Get the type of function from ['linear', 'exponential', 'second degree polynomial', 'power', 'bi-quadratic']
+    :return: string
+    """
+
+    return self._curve_type
+
+  @curve_type.setter
+  def curve_type(self, value):
+    """
+    Set the type of the fit function from the following
+    Linear =>>> y = a + b*x
+    Exponential =>>> y = a*(b**x)
+    Second degree polynomial =>>> y = a + b*x + c*(x**2)
+    Power =>>> y = a*(x**b)
+    Bi-Quadratic =>>> y = a + b*x + c*(x**2) + d*z + e*(z**2) + f*x*z
+
+    Get the type of function from ['linear', 'exponential', 'second degree polynomial', 'power', 'bi-quadratic']
+    :return: string
+    """
+    self._curve_type = value
+
+  @property
+  def dependant_variable(self):
+    """
+    Get y (e.g. COP in COP = a*source temperature**2 + b*source temperature + c*source temperature*supply temperature +
+    d*supply temperature + e*supply temperature**2 + f)
+    """
+    return self._dependant_variable
+
+  @dependant_variable.setter
+  def dependant_variable(self, value):
+    """
+    Set y (e.g. COP in COP = a*source temperature**2 + b*source temperature + c*source temperature*supply temperature +
+    d*supply temperature + e*supply temperature**2 + f)
+    """
+    self._dependant_variable = value
+
+  @property
+  def parameters(self):
+    """
+    Get the list of parameters involved in fitting process as ['x', 'z'] (e.g. [source temperature, supply temperature]
+    in COP= *source temperature**2 + b*source temperature + c*source temperature*supply temperature +
+    d*supply temperature + e*supply temperature**2 + f)
+    :return: string
+    """
+    return self._parameters
+
+  @parameters.setter
+  def parameters(self, value):
+    """
+    Set the list of parameters involved in fitting process as ['x', 'z'] (e.g. [source temperature, supply temperature]
+    in COP= *source temperature**2 + b*source temperature + c*source temperature*supply temperature +
+    d*supply temperature + e*supply temperature**2 + f)
+    :return: string
+    """
+    self._parameters = value
+
+  @property
+  def coefficients(self):
+    """
+    Get the coefficients of the functions as list of ['a', 'b', 'c', 'd', 'e', 'f']
+    :return: [coefficients]
+    """
+    return self._coefficients
+
+  @coefficients.setter
+  def coefficients(self, value):
+    """
+    Set the coefficients of the functions as list of ['a', 'b', 'c', 'd', 'e', 'f']
+    :return: [coefficients]
+    """
+    self._coefficients = value

hub/city_model_structure/energy_systems/pv_generation_system.py

@@ -0,0 +1,257 @@
+"""
+PV energy generation system
+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: Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+from hub.city_model_structure.energy_systems.generation_system import GenerationSystem
+
+
+class PvGenerationSystem(GenerationSystem):
+  """
+  PvGenerationSystem class
+  """
+  def __init__(self):
+    super().__init__()
+    self._electricity_efficiency = None
+    self._nominal_electricity_output = None
+    self._nominal_ambient_temperature = None
+    self._nominal_cell_temperature = None
+    self._nominal_radiation = None
+    self._standard_test_condition_cell_temperature = None
+    self._standard_test_condition_maximum_power = None
+    self._standard_test_condition_radiation = None
+    self._cell_temperature_coefficient = None
+    self._width = None
+    self._height = None
+    self._electricity_power_output = {}
+    self._tilt_angle = None
+    self._surface_azimuth = None
+    self._solar_altitude_angle = None
+    self._solar_azimuth_angle = None
+
+  @property
+  def nominal_electricity_output(self):
+    """
+    Get nominal_power_output of electricity generation devices or inverters in W
+    :return: float
+    """
+    return self._nominal_electricity_output
+
+  @nominal_electricity_output.setter
+  def nominal_electricity_output(self, value):
+    """
+    Set nominal_power_output of electricity generation devices or inverters in W
+    :param value: float
+    """
+    self._nominal_electricity_output = value
+
+  @property
+  def electricity_efficiency(self):
+    """
+    Get electricity_efficiency
+    :return: float
+    """
+    return self._electricity_efficiency
+
+  @electricity_efficiency.setter
+  def electricity_efficiency(self, value):
+    """
+    Set electricity_efficiency
+    :param value: float
+    """
+    self._electricity_efficiency = value
+
+  @property
+  def nominal_ambient_temperature(self):
+    """
+    Get nominal ambient temperature of PV panels in degree Celsius
+    :return: float
+    """
+    return self._nominal_ambient_temperature
+
+  @nominal_ambient_temperature.setter
+  def nominal_ambient_temperature(self, value):
+    """
+    Set nominal ambient temperature of PV panels in degree Celsius
+    :param value: float
+    """
+    self._nominal_ambient_temperature = value
+
+  @property
+  def nominal_cell_temperature(self):
+    """
+    Get nominal cell temperature of PV panels in degree Celsius
+    :return: float
+    """
+    return self._nominal_cell_temperature
+
+  @nominal_cell_temperature.setter
+  def nominal_cell_temperature(self, value):
+    """
+    Set nominal cell temperature of PV panels in degree Celsius
+    :param value: float
+    """
+    self._nominal_cell_temperature = value
+
+  @property
+  def nominal_radiation(self):
+    """
+    Get nominal radiation of PV panels
+    :return: float
+    """
+    return self._nominal_radiation
+
+  @nominal_radiation.setter
+  def nominal_radiation(self, value):
+    """
+    Set nominal radiation of PV panels
+    :param value: float
+    """
+    self._nominal_radiation = value
+
+  @property
+  def standard_test_condition_cell_temperature(self):
+    """
+    Get standard test condition cell temperature of PV panels in degree Celsius
+    :return: float
+    """
+    return self._standard_test_condition_cell_temperature
+
+  @standard_test_condition_cell_temperature.setter
+  def standard_test_condition_cell_temperature(self, value):
+    """
+    Set standard test condition cell temperature of PV panels in degree Celsius
+    :param value: float
+    """
+    self._standard_test_condition_cell_temperature = value
+
+  @property
+  def standard_test_condition_maximum_power(self):
+    """
+    Get standard test condition maximum power of PV panels in W
+    :return: float
+    """
+    return self._standard_test_condition_maximum_power
+
+  @standard_test_condition_maximum_power.setter
+  def standard_test_condition_maximum_power(self, value):
+    """
+    Set standard test condition maximum power of PV panels in W
+    :param value: float
+    """
+    self._standard_test_condition_maximum_power = value
+
+  @property
+  def standard_test_condition_radiation(self):
+    """
+    Get standard test condition radiation in W/m2
+    :return: float
+    """
+    return self._standard_test_condition_radiation
+
+  @standard_test_condition_radiation.setter
+  def standard_test_condition_radiation(self, value):
+    """
+    Set standard test condition radiation in W/m2
+    :param value: float
+    """
+    self._standard_test_condition_radiation = value
+
+  @property
+  def cell_temperature_coefficient(self):
+    """
+    Get cell temperature coefficient of PV module
+    :return: float
+    """
+    return self._cell_temperature_coefficient
+
+  @cell_temperature_coefficient.setter
+  def cell_temperature_coefficient(self, value):
+    """
+    Set cell temperature coefficient of PV module
+    :param value: float
+    """
+    self._cell_temperature_coefficient = value
+
+  @property
+  def width(self):
+    """
+    Get PV module width in m
+    :return: float
+    """
+    return self._width
+
+  @width.setter
+  def width(self, value):
+    """
+    Set PV module width in m
+    :param value: float
+    """
+    self._width = value
+
+  @property
+  def height(self):
+    """
+    Get PV module height in m
+    :return: float
+    """
+    return self._height
+
+  @height.setter
+  def height(self, value):
+    """
+    Set PV module height in m
+    :param value: float
+    """
+    self._height = value
+
+  @property
+  def electricity_power_output(self):
+    """
+    Get electricity_power in W
+    :return: float
+    """
+    return self._electricity_power_output
+
+  @electricity_power_output.setter
+  def electricity_power_output(self, value):
+    """
+    Set electricity_power in W
+    :param value: float
+    """
+    self._electricity_power_output = value
+
+  @property
+  def tilt_angle(self):
+    """
+    Get tilt angle of PV system in degrees
+    :return: float
+    """
+    return self._tilt_angle
+
+  @tilt_angle.setter
+  def tilt_angle(self, value):
+    """
+    Set PV system tilt angle in degrees
+    :param value: float
+    """
+    self._tilt_angle = value
+
+  @property
+  def surface_azimuth(self):
+    """
+    Get surface azimuth angle of PV system in degrees. 0 is North
+    :return: float
+    """
+    return self._surface_azimuth
+
+  @surface_azimuth.setter
+  def surface_azimuth(self, value):
+    """
+    Set PV system tilt angle in degrees
+    :param value: float
+    """
+    self._surface_azimuth = value

hub/city_model_structure/energy_systems/thermal_storage_system.py

@@ -0,0 +1,139 @@
+"""
+Thermal storage system
+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: Saeed Ranjbar saeed.ranjbar@concordia.ca
+"""
+
+from hub.city_model_structure.energy_systems.energy_storage_system import EnergyStorageSystem
+from hub.city_model_structure.building_demand.layer import Layer
+
+
+class ThermalStorageSystem(EnergyStorageSystem):
+  """"
+  Thermal Storage System Class
+  """
+
+  def __init__(self):
+
+    super().__init__()
+    self._volume = None
+    self._height = None
+    self._layers = None
+    self._maximum_operating_temperature = None
+    self._heating_coil_capacity = None
+    self._temperature = None
+    self._heating_coil_energy_consumption = None
+
+  @property
+  def volume(self):
+    """
+    Get the physical volume of the storage system in cubic meters
+    :return: float
+    """
+    return self._volume
+
+  @volume.setter
+  def volume(self, value):
+    """
+    Set the physical volume of the storage system in cubic meters
+    :param value: float
+    """
+    self._volume = value
+
+  @property
+  def height(self):
+    """
+    Get the diameter of the storage system in meters
+    :return: float
+    """
+    return self._height
+
+  @height.setter
+  def height(self, value):
+    """
+    Set the diameter of the storage system in meters
+    :param value: float
+    """
+    self._height = value
+
+  @property
+  def layers(self) -> [Layer]:
+    """
+    Get construction layers
+    :return: [layer]
+    """
+    return self._layers
+
+  @layers.setter
+  def layers(self, value):
+    """
+    Set construction layers
+    :param value: [layer]
+    """
+    self._layers = value
+
+  @property
+  def maximum_operating_temperature(self):
+    """
+    Get maximum operating temperature of the storage system in degree Celsius
+    :return: float
+    """
+    return self._maximum_operating_temperature
+
+  @maximum_operating_temperature.setter
+  def maximum_operating_temperature(self, value):
+    """
+    Set maximum operating temperature of the storage system in degree Celsius
+    :param value: float
+    """
+    self._maximum_operating_temperature = value
+
+  @property
+  def heating_coil_capacity(self):
+    """
+    Get heating coil capacity in Watts
+    :return: float
+    """
+    return self._heating_coil_capacity
+
+  @heating_coil_capacity.setter
+  def heating_coil_capacity(self, value):
+    """
+    Set heating coil capacity in Watts
+    :param value: float
+    """
+    self._heating_coil_capacity = value
+
+  @property
+  def temperature(self) -> dict:
+    """
+    Get fuel consumption in W, m3, or kg
+    :return: dict{[float]}
+    """
+    return self._temperature
+
+  @temperature.setter
+  def temperature(self, value):
+    """
+    Set fuel consumption in W, m3, or kg
+    :param value: dict{[float]}
+    """
+    self._temperature = value
+
+  @property
+  def heating_coil_energy_consumption(self) -> dict:
+    """
+    Get fuel consumption in W, m3, or kg
+    :return: dict{[float]}
+    """
+    return self._heating_coil_energy_consumption
+
+  @heating_coil_energy_consumption.setter
+  def heating_coil_energy_consumption(self, value):
+    """
+    Set fuel consumption in W, m3, or kg
+    :param value: dict{[float]}
+    """
+    self._heating_coil_energy_consumption = value

hub/data/construction/palma_archetypes.json

@@ -0,0 +1,774 @@
+{
+    "archetypes": [
+     {
+        "function": "Large multifamily building",
+        "period_of_construction": "2021_2050",
+        "climate_zone": "B3",
+        "average_storey_height": 3.57,
+        "thermal_capacity": 83.018,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0005,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+            "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "5",
+                "south": "60",
+                "west": "5"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+          },
+          "GroundWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+          },
+          "GroundRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+          }
+        }
+      },
+	       {
+        "function": "Medium multifamily building",
+        "period_of_construction": "2021_2050",
+        "climate_zone": "B3",
+        "average_storey_height": 3.57,
+        "thermal_capacity": 83.018,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0005,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+            "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "5",
+                "south": "60",
+                "west": "5"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+          },
+          "GroundWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+          },
+          "GroundRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+          }
+        }
+      },
+	       {
+        "function": "Small multifamily building",
+        "period_of_construction": "2021_2050",
+        "climate_zone": "B3",
+        "average_storey_height": 3.57,
+        "thermal_capacity": 83.018,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0005,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+            "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "5",
+                "south": "60",
+                "west": "5"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+          },
+          "GroundWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+          },
+          "GroundRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+          }
+        }
+      },
+	  {
+        "function": "Single-family building",
+        "period_of_construction": "2021_2050",
+        "climate_zone": "B3",
+        "average_storey_height": 3.57,
+        "thermal_capacity": 83.018,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0005,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+            "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "5",
+                "south": "60",
+                "west": "5"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+          },
+          "GroundWall": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+          },
+          "GroundRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+          }
+        }
+      },
+      {
+        "function": "Large multifamily building",
+        "period_of_construction": "1961_1980",
+        "climate_zone": "B3",
+        "average_storey_height": 3.57,
+        "thermal_capacity": 3000,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0045,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_FACEXT1",
+            "transparent_surface_name": "PA1_PA2_1961_1980_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "60",
+                "south": "60",
+                "west": "60"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_FLOOR1"
+          },
+          "GroundWall": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_FACEXT1"
+          },
+          "GroundRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_FLOOR4"
+          }
+        }
+      },
+      {
+        "function": "Large multifamily building",
+        "period_of_construction": "1981_2007",
+        "climate_zone": "B3",
+        "average_storey_height": 3.2,
+        "thermal_capacity": 3179,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.003,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "E_1981_2007_FACEXT1",
+            "transparent_surface_name": "E_1981_2007_WIN1",
+            "transparent_ratio": {
+                "north": "45",
+                "east": "45",
+                "south": "45",
+                "west": "45"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "E_1981_2007_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "E_1981_2007_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Medium multifamily building",
+        "period_of_construction": "1800_1900",
+        "climate_zone": "B3",
+        "average_storey_height": 4.39,
+        "thermal_capacity": 3330,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.006,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "A_B1900_FACEXT1",
+            "transparent_surface_name": "A_B1900_WIN2",
+            "transparent_ratio": {
+                "north": "20",
+                "east": "20",
+                "south": "20",
+                "west": "20"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "A_B1900_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "A_B1900_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Medium multifamily building",
+        "period_of_construction": "1901_1940",
+        "climate_zone": "B3",
+        "average_storey_height": 3.65,
+        "thermal_capacity": 3420,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.006,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "B_1901_1940_FACEXT1",
+            "transparent_surface_name": "B_1901_1940_WIN1",
+            "transparent_ratio": {
+                "north": "40",
+                "east": "40",
+                "south": "40",
+                "west": "40"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "B_1901_1940_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "B_1901_1940_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Medium multifamily building",
+        "period_of_construction": "1941_1960",
+        "climate_zone": "B3",
+        "average_storey_height": 3.6,
+        "thermal_capacity": 3000,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0055,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": " C_1941_1960_FACEXT1",
+            "transparent_surface_name": "C_1941_1960_WIN1",
+            "transparent_ratio": {
+                "north": "30",
+                "east": "30",
+                "south": "30",
+                "west": "30"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "C_1941_1960_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "C_1941_1960_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Medium multifamily building",
+        "period_of_construction": "1961_1980",
+        "climate_zone": "B3",
+        "average_storey_height": 4.5,
+        "thermal_capacity": 3540,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0045,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_FACEXT1",
+            "transparent_surface_name": "PA1_PA2_1961_1980_WIN1",
+            "transparent_ratio": {
+                "north": "55",
+                "east": "55",
+                "south": "55",
+                "west": "55"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA1_PA2_1961_1980_FLOOR1"
+          }
+        }
+      },
+	  {
+        "function": "Medium multifamily building",
+        "period_of_construction": "1981_2007",
+        "climate_zone": "B3",
+        "average_storey_height": 3.2,
+        "thermal_capacity": 3179,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.003,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "E_1981_2007_FACEXT1",
+            "transparent_surface_name": "E_1981_2007_WIN1",
+            "transparent_ratio": {
+                "north": "45",
+                "east": "45",
+                "south": "45",
+                "west": "45"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "E_1981_2007_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "E_1981_2007_FLOORGR1"
+          }
+        }
+      },
+      {
+        "function": "Medium multifamily building",
+        "period_of_construction": "2008_2014",
+        "climate_zone": "B3",
+        "average_storey_height": 2.75,
+        "thermal_capacity": 3290,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0015,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "F_2008_2014_FACEXT1",
+            "transparent_surface_name": "F_2008_2014_WIN1",
+            "transparent_ratio": {
+                "north": "40",
+                "east": "40",
+                "south": "40",
+                "west": "40"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "F_2008_2014_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "F_2008_2014_FLOORGR1"
+          }
+        }
+      },
+      {
+        "function": "Small multifamily building",
+        "period_of_construction": "1800_1980",
+        "climate_zone": "B3",
+        "average_storey_height": 3.8,
+        "thermal_capacity": 3527.9,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.006,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA3_PA4_1901_1940_FACEXT1",
+            "transparent_surface_name": "PA3_PA4_1901_1940_WIN1",
+            "transparent_ratio": {
+                "north": "40",
+                "east": "40",
+                "south": "40",
+                "west": "40"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA3_PA4_1901_1940_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA3_PA4_1901_1940_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Small multifamily building",
+        "period_of_construction": "1981_2007",
+        "climate_zone": "B3",
+        "average_storey_height": 3.2,
+        "thermal_capacity": 3179,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.003,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "E_1981_2007_FACEXT1",
+            "transparent_surface_name": "E_1981_2007_WIN1",
+            "transparent_ratio": {
+                "north": "45",
+                "east": "45",
+                "south": "45",
+                "west": "45"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "E_1981_2007_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "E_1981_2007_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Small multifamily building",
+        "period_of_construction": "2008_2014",
+        "climate_zone": "B3",
+        "average_storey_height": 2.75,
+        "thermal_capacity": 3290,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0015,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "F_2008_2014_FACEXT1",
+            "transparent_surface_name": "F_2008_2014_WIN1",
+            "transparent_ratio": {
+                "north": "40",
+                "east": "40",
+                "south": "40",
+                "west": "40"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "F_2008_2014_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "F_2008_2014_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Small multifamily building",
+        "period_of_construction": "2015_2019",
+        "climate_zone": "B3",
+        "average_storey_height": 2.75,
+        "thermal_capacity": 3290,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0005,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "G_2015_2019_FACEXT1",
+            "transparent_surface_name": "G_2015_2019_WIN1",
+            "transparent_ratio": {
+                "north": "40",
+                "east": "40",
+                "south": "40",
+                "west": "40"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "G_2015_2019_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "G_2015_2019_FLOORGR1"
+          }
+        }
+      },
+      {
+        "function": "Single-family building",
+        "period_of_construction": "1800_1980",
+        "climate_zone": "B3",
+        "average_storey_height": 3.68,
+        "thermal_capacity": 4400,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.006,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "PA3_PA4_1901_1940_FACEXT1",
+            "transparent_surface_name": "PA3_PA4_1901_1940_WIN1",
+            "transparent_ratio": {
+                "north": "40",
+                "east": "40",
+                "south": "40",
+                "west": "40"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "PA3_PA4_1901_1940_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "PA3_PA4_1901_1940_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Single-family building",
+        "period_of_construction": "1981_2007",
+        "climate_zone": "B3",
+        "average_storey_height": 3.2,
+        "thermal_capacity": 3179,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.003,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "E_1981_2007_FACEXT1",
+            "transparent_surface_name": "E_1981_2007_WIN1",
+            "transparent_ratio": {
+                "north": "45",
+                "east": "45",
+                "south": "45",
+                "west": "45"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "E_1981_2007_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "E_1981_2007_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Single-family building",
+        "period_of_construction": "2008_2014",
+        "climate_zone": "B3",
+        "average_storey_height": 3.75,
+        "thermal_capacity": 3200,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0015,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "F_2008_2014_FACEXT1",
+            "transparent_surface_name": "F_2008_2014_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "60",
+                "south": "60",
+                "west": "60"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "F_2008_2014_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "F_2008_2014_FLOORGR1"
+          }
+        }
+      },
+	  {
+        "function": "Single-family building",
+        "period_of_construction": "2015_2019",
+        "climate_zone": "B3",
+        "average_storey_height": 3.75,
+        "thermal_capacity": 3200,
+        "extra_loses_due_thermal_bridges": 0.1,
+        "infiltration_rate_for_ventilation_system_on": 0,
+        "infiltration_rate_for_ventilation_system_off": 0.9,
+        "infiltration_rate_area_for_ventilation_system_on": 0,
+        "infiltration_rate_area_for_ventilation_system_off": 0.0005,
+        "constructions": {
+          "OutdoorsWall": {
+            "opaque_surface_name": "G_2015_2019_FACEXT1",
+            "transparent_surface_name": "G_2015_2019_WIN1",
+            "transparent_ratio": {
+                "north": "60",
+                "east": "60",
+                "south": "60",
+                "west": "60"
+            }
+          },
+          "OutdoorsRoofCeiling": {
+            "opaque_surface_name": "G_2015_2019_ROOF1",
+            "transparent_surface_name": null,
+            "transparent_ratio": {
+              "north": null,
+              "east": null,
+              "south": null,
+              "west": null
+            }
+          },
+          "GroundFloor": {
+            "opaque_surface_name": "G_2015_2019_FLOORGR1"
+          }
+        }
+      }
+    ]
+  }

hub/data/construction/palma_archetypes_modified.json

@@ -0,0 +1,774 @@
+{
+    "archetypes": [
+        {
+            "function": "Large multifamily building",
+            "period_of_construction": "2021_2050",
+            "climate_zone": "B3",
+            "average_storey_height": 3.57,
+            "thermal_capacity": 83.018,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+                    "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "5",
+                        "south": "60",
+                        "west": "5"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+                },
+                "GroundWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+                },
+                "GroundRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "2021_2050",
+            "climate_zone": "B3",
+            "average_storey_height": 3.57,
+            "thermal_capacity": 83.018,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+                    "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "5",
+                        "south": "60",
+                        "west": "5"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+                },
+                "GroundWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+                },
+                "GroundRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Small multifamily building",
+            "period_of_construction": "2021_2050",
+            "climate_zone": "B3",
+            "average_storey_height": 3.57,
+            "thermal_capacity": 83.018,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+                    "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "5",
+                        "south": "60",
+                        "west": "5"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+                },
+                "GroundWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+                },
+                "GroundRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Single-family building",
+            "period_of_construction": "2021_2050",
+            "climate_zone": "B3",
+            "average_storey_height": 3.57,
+            "thermal_capacity": 83.018,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT",
+                    "transparent_surface_name": "PA1_PA2_2021_2050_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "5",
+                        "south": "60",
+                        "west": "5"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_ROOF",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOOR"
+                },
+                "GroundWall": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FACEXT"
+                },
+                "GroundRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_2021_2050_FLOORINT"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Large multifamily building",
+            "period_of_construction": "1961_1980",
+            "climate_zone": "B3",
+            "average_storey_height": 3.57,
+            "thermal_capacity": 3000,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_FACEXT1",
+                    "transparent_surface_name": "PA1_PA2_1961_1980_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "60",
+                        "south": "60",
+                        "west": "60"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_FLOOR1"
+                },
+                "GroundWall": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_FACEXT1"
+                },
+                "GroundRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_FLOOR4"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Large multifamily building",
+            "period_of_construction": "1981_2007",
+            "climate_zone": "B3",
+            "average_storey_height": 3.2,
+            "thermal_capacity": 3179,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "E_1981_2007_FACEXT1",
+                    "transparent_surface_name": "E_1981_2007_WIN1",
+                    "transparent_ratio": {
+                        "north": "45",
+                        "east": "45",
+                        "south": "45",
+                        "west": "45"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "E_1981_2007_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "E_1981_2007_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "1800_1900",
+            "climate_zone": "B3",
+            "average_storey_height": 4.39,
+            "thermal_capacity": 3330,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "A_B1900_FACEXT1",
+                    "transparent_surface_name": "A_B1900_WIN2",
+                    "transparent_ratio": {
+                        "north": "20",
+                        "east": "20",
+                        "south": "20",
+                        "west": "20"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "A_B1900_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "A_B1900_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "1901_1940",
+            "climate_zone": "B3",
+            "average_storey_height": 3.65,
+            "thermal_capacity": 3420,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "B_1901_1940_FACEXT1",
+                    "transparent_surface_name": "B_1901_1940_WIN1",
+                    "transparent_ratio": {
+                        "north": "40",
+                        "east": "40",
+                        "south": "40",
+                        "west": "40"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "B_1901_1940_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "B_1901_1940_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "1941_1960",
+            "climate_zone": "B3",
+            "average_storey_height": 3.6,
+            "thermal_capacity": 3000,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": " C_1941_1960_FACEXT1",
+                    "transparent_surface_name": "C_1941_1960_WIN1",
+                    "transparent_ratio": {
+                        "north": "30",
+                        "east": "30",
+                        "south": "30",
+                        "west": "30"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "C_1941_1960_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "C_1941_1960_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "1961_1980",
+            "climate_zone": "B3",
+            "average_storey_height": 4.5,
+            "thermal_capacity": 3540,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_FACEXT1",
+                    "transparent_surface_name": "PA1_PA2_1961_1980_WIN1",
+                    "transparent_ratio": {
+                        "north": "55",
+                        "east": "55",
+                        "south": "55",
+                        "west": "55"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA1_PA2_1961_1980_FLOOR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "1981_2007",
+            "climate_zone": "B3",
+            "average_storey_height": 3.2,
+            "thermal_capacity": 3179,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "E_1981_2007_FACEXT1",
+                    "transparent_surface_name": "E_1981_2007_WIN1",
+                    "transparent_ratio": {
+                        "north": "45",
+                        "east": "45",
+                        "south": "45",
+                        "west": "45"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "E_1981_2007_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "E_1981_2007_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Medium multifamily building",
+            "period_of_construction": "2008_2014",
+            "climate_zone": "B3",
+            "average_storey_height": 2.75,
+            "thermal_capacity": 3290,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "F_2008_2014_FACEXT1",
+                    "transparent_surface_name": "F_2008_2014_WIN1",
+                    "transparent_ratio": {
+                        "north": "40",
+                        "east": "40",
+                        "south": "40",
+                        "west": "40"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "F_2008_2014_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "F_2008_2014_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Small multifamily building",
+            "period_of_construction": "1800_1980",
+            "climate_zone": "B3",
+            "average_storey_height": 3.8,
+            "thermal_capacity": 3527.9,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA3_PA4_1901_1940_FACEXT1",
+                    "transparent_surface_name": "PA3_PA4_1901_1940_WIN1",
+                    "transparent_ratio": {
+                        "north": "40",
+                        "east": "40",
+                        "south": "40",
+                        "west": "40"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA3_PA4_1901_1940_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA3_PA4_1901_1940_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Small multifamily building",
+            "period_of_construction": "1981_2007",
+            "climate_zone": "B3",
+            "average_storey_height": 3.2,
+            "thermal_capacity": 3179,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "E_1981_2007_FACEXT1",
+                    "transparent_surface_name": "E_1981_2007_WIN1",
+                    "transparent_ratio": {
+                        "north": "45",
+                        "east": "45",
+                        "south": "45",
+                        "west": "45"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "E_1981_2007_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "E_1981_2007_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Small multifamily building",
+            "period_of_construction": "2008_2014",
+            "climate_zone": "B3",
+            "average_storey_height": 2.75,
+            "thermal_capacity": 3290,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "F_2008_2014_FACEXT1",
+                    "transparent_surface_name": "F_2008_2014_WIN1",
+                    "transparent_ratio": {
+                        "north": "40",
+                        "east": "40",
+                        "south": "40",
+                        "west": "40"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "F_2008_2014_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "F_2008_2014_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Small multifamily building",
+            "period_of_construction": "2015_2019",
+            "climate_zone": "B3",
+            "average_storey_height": 2.75,
+            "thermal_capacity": 3290,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "G_2015_2019_FACEXT1",
+                    "transparent_surface_name": "G_2015_2019_WIN1",
+                    "transparent_ratio": {
+                        "north": "40",
+                        "east": "40",
+                        "south": "40",
+                        "west": "40"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "G_2015_2019_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "G_2015_2019_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Single-family building",
+            "period_of_construction": "1800_1980",
+            "climate_zone": "B3",
+            "average_storey_height": 3.68,
+            "thermal_capacity": 4400,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "PA3_PA4_1901_1940_FACEXT1",
+                    "transparent_surface_name": "PA3_PA4_1901_1940_WIN1",
+                    "transparent_ratio": {
+                        "north": "40",
+                        "east": "40",
+                        "south": "40",
+                        "west": "40"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "PA3_PA4_1901_1940_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "PA3_PA4_1901_1940_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Single-family building",
+            "period_of_construction": "1981_2007",
+            "climate_zone": "B3",
+            "average_storey_height": 3.2,
+            "thermal_capacity": 3179,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "E_1981_2007_FACEXT1",
+                    "transparent_surface_name": "E_1981_2007_WIN1",
+                    "transparent_ratio": {
+                        "north": "45",
+                        "east": "45",
+                        "south": "45",
+                        "west": "45"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "E_1981_2007_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "E_1981_2007_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Single-family building",
+            "period_of_construction": "2008_2014",
+            "climate_zone": "B3",
+            "average_storey_height": 3.75,
+            "thermal_capacity": 3200,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "F_2008_2014_FACEXT1",
+                    "transparent_surface_name": "F_2008_2014_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "60",
+                        "south": "60",
+                        "west": "60"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "F_2008_2014_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "F_2008_2014_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        },
+        {
+            "function": "Single-family building",
+            "period_of_construction": "2015_2019",
+            "climate_zone": "B3",
+            "average_storey_height": 3.75,
+            "thermal_capacity": 3200,
+            "extra_loses_due_thermal_bridges": 0.1,
+            "infiltration_rate_for_ventilation_system_on": 0,
+            "infiltration_rate_for_ventilation_system_off": 0.9,
+            "constructions": {
+                "OutdoorsWall": {
+                    "opaque_surface_name": "G_2015_2019_FACEXT1",
+                    "transparent_surface_name": "G_2015_2019_WIN1",
+                    "transparent_ratio": {
+                        "north": "60",
+                        "east": "60",
+                        "south": "60",
+                        "west": "60"
+                    }
+                },
+                "OutdoorsRoofCeiling": {
+                    "opaque_surface_name": "G_2015_2019_ROOF1",
+                    "transparent_surface_name": null,
+                    "transparent_ratio": {
+                        "north": null,
+                        "east": null,
+                        "south": null,
+                        "west": null
+                    }
+                },
+                "GroundFloor": {
+                    "opaque_surface_name": "G_2015_2019_FLOORGR1"
+                }
+            },
+            "infiltration_rate_area_for_ventilation_system_on": 0,
+            "infiltration_rate_area_for_ventilation_system_off": 0
+        }
+    ]
+}

hub/data/energy_systems/montreal_custom_systems.xml

@@ -38,53 +38,96 @@
         </equipment>
     </generation_equipments>
     <distribution_equipments>
-        <equipment id="1" type="Water distribution heating">
+        <equipment id="1" type="Water distribution heating with baseboards">
             <name>Water distribution heating</name>
             <distribution_heat_losses units="%">10</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">2</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>1</dissipation_id>
         </equipment>
-        <equipment id="2" type="Water distribution cooling">
+        <equipment id="2" type="Water distribution heating with fan-coils">
+            <name>Water distribution heating</name>
+            <distribution_heat_losses units="%">10</distribution_heat_losses>
+            <distribution_consumption_fix_flow units="%">2</distribution_consumption_fix_flow>
+            <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>2</dissipation_id>
+        </equipment>
+        <equipment id="3" type="Water distribution heating with inductors">
+            <name>Water distribution heating</name>
+            <distribution_heat_losses units="%">10</distribution_heat_losses>
+            <distribution_consumption_fix_flow units="%">2</distribution_consumption_fix_flow>
+            <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>3</dissipation_id>
+        </equipment>
+        <equipment id="4" type="Water distribution cooling with fan-coils">
             <name>Water distribution cooling</name>
             <distribution_heat_losses units="%">5</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">4</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>2</dissipation_id>
         </equipment>
-        <equipment id="3" type="Central air distribution heating">
+        <equipment id="5" type="Central air distribution heating with fan-coils">
             <name>Central air distribution heating</name>
             <distribution_heat_losses units="%">10</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">0</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">13</distribution_consumption_variable_flow>
+            <dissipation_id>2</dissipation_id>
         </equipment>
-        <equipment id="4" type="Central air distribution cooling">
+        <equipment id="6" type="Central air distribution heating with inductors">
+            <name>Central air distribution heating</name>
+            <distribution_heat_losses units="%">10</distribution_heat_losses>
+            <distribution_consumption_fix_flow units="%">0</distribution_consumption_fix_flow>
+            <distribution_consumption_variable_flow units="%">13</distribution_consumption_variable_flow>
+            <dissipation_id>3</dissipation_id>
+        </equipment>
+        <equipment id="7" type="Central air distribution cooling with fan-coils">
             <name>Central air distribution cooling</name>
             <distribution_heat_losses units="%">5</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">0</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">13</distribution_consumption_variable_flow>
+            <dissipation_id>2</dissipation_id>
         </equipment>
-        <equipment id="5" type="Local air distribution heating">
+        <equipment id="8" type="Local air distribution heating with baseboards">
             <name>Local air distribution heating</name>
             <distribution_heat_losses units="%">5</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">8</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>1</dissipation_id>
         </equipment>
-         <equipment id="6" type="Local air distribution cooling">
+        <equipment id="9" type="Local air distribution heating with inductors">
+            <name>Local air distribution heating</name>
+            <distribution_heat_losses units="%">5</distribution_heat_losses>
+            <distribution_consumption_fix_flow units="%">8</distribution_consumption_fix_flow>
+            <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>3</dissipation_id>
+        </equipment>
+         <equipment id="10" type="Local air distribution cooling with inductors">
             <name>Local air distribution cooling</name>
             <distribution_heat_losses units="%">2</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">8</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>3</dissipation_id>
         </equipment>
-        <equipment id="7" type="Refrigerant distribution">
+        <equipment id="11" type="Refrigerant distribution with fan-coils">
             <name>Refrigerant distribution</name>
             <distribution_heat_losses units="%">1</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">1</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>2</dissipation_id>
         </equipment>
-        <equipment id="8" type="No distribution">
+        <equipment id="12" type="No distribution with baseboards">
             <name>No distribution</name>
             <distribution_heat_losses units="%">0</distribution_heat_losses>
             <distribution_consumption_fix_flow units="%">0</distribution_consumption_fix_flow>
             <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>1</dissipation_id>
+        </equipment>
+        <equipment id="13" type="No distribution with inductors">
+            <name>No distribution</name>
+            <distribution_heat_losses units="%">0</distribution_heat_losses>
+            <distribution_consumption_fix_flow units="%">0</distribution_consumption_fix_flow>
+            <distribution_consumption_variable_flow units="%">0</distribution_consumption_variable_flow>
+            <dissipation_id>3</dissipation_id>
         </equipment>
     </distribution_equipments>
     <dissipation_equipments>
@@ -111,7 +154,6 @@
             <equipments>
                 <generation_id>1</generation_id>
                 <distribution_id>1</distribution_id>
-                <dissipation_id>1</dissipation_id>
             </equipments>
         </system>
         <system id = "16">
@@ -122,8 +164,7 @@
             </demands>
             <equipments>
                 <generation_id>2</generation_id>
-                <distribution_id>8</distribution_id>
-                <dissipation_id>1</dissipation_id>
+                <distribution_id>12</distribution_id>
             </equipments>
         </system>
         <system id = "2">
@@ -134,8 +175,7 @@
             </demands>
             <equipments>
                 <generation_id>1</generation_id>
-                <distribution_id>1</distribution_id>
-                <dissipation_id>2</dissipation_id>
+                <distribution_id>2</distribution_id>
             </equipments>
         </system>
         <system id="3">
@@ -146,8 +186,7 @@
             </demands>
             <equipments>
                 <generation_id>2</generation_id>
-                <distribution_id>1</distribution_id>
-                <dissipation_id>2</dissipation_id>
+                <distribution_id>2</distribution_id>
             </equipments>
         </system>
         <system id="4">
@@ -158,9 +197,8 @@
            </demands>
             <equipments>
                 <generation_id>3</generation_id>
-                <distribution_id>5</distribution_id>
-                <dissipation_id>1</dissipation_id>
-            </equipments>
+                <distribution_id>8</distribution_id>
+g            </equipments>
         </system>
         <system id="5">
             <name>Single zone packaged rooftop unit with electrical resistance furnace and baseboards and fuel boiler for acs</name>
@@ -170,8 +208,7 @@
             </demands>
             <equipments>
                 <generation_id>4</generation_id>
-                <distribution_id>5</distribution_id>
-                <dissipation_id>1</dissipation_id>
+                <distribution_id>8</distribution_id>
             </equipments>
         </system>
         <system id="6">
@@ -183,7 +220,6 @@
             <equipments>
                 <generation_id>1</generation_id>
                 <distribution_id>1</distribution_id>
-                <dissipation_id>1</dissipation_id>
             </equipments>
         </system>
         <system id="7">
@@ -194,8 +230,7 @@
             </demands>
             <equipments>
                 <generation_id>2</generation_id>
-                <distribution_id>8</distribution_id>
-                <dissipation_id>3</dissipation_id>
+                <distribution_id>13</distribution_id>
             </equipments>
         </system>
         <system id="8">
@@ -206,8 +241,7 @@
         </demands>
         <equipments>
             <generation_id>2</generation_id>
-            <distribution_id>1</distribution_id>
-            <dissipation_id>3</dissipation_id>
+            <distribution_id>3</distribution_id>
         </equipments>
         </system>
         <system id="9">
@@ -218,8 +252,7 @@
         </demands>
         <equipments>
             <generation_id>2</generation_id>
-            <distribution_id>8</distribution_id>
-            <dissipation_id>3</dissipation_id>
+            <distribution_id>13</distribution_id>
         </equipments>
         </system>
         <system id="10">
@@ -229,8 +262,7 @@
             </demands>
             <equipments>
                 <generation_id>5</generation_id>
-                <distribution_id>6</distribution_id>
-                <dissipation_id>3</dissipation_id>
+                <distribution_id>10</distribution_id>
             </equipments>
         </system>
         <system id="11">
@@ -240,8 +272,7 @@
             </demands>
             <equipments>
                 <generation_id>5</generation_id>
-                <distribution_id>2</distribution_id>
-                <dissipation_id>2</dissipation_id>
+                <distribution_id>4</distribution_id>
             </equipments>
         </system>
         <system id="12">
@@ -251,8 +282,7 @@
             </demands>
             <equipments>
                 <generation_id>5</generation_id>
-                <distribution_id>6</distribution_id>
-                <dissipation_id>3</dissipation_id>
+                <distribution_id>10</distribution_id>
             </equipments>
         </system>
         <system id="13">
@@ -262,8 +292,7 @@
             </demands>
             <equipments>
                 <generation_id>5</generation_id>
-                <distribution_id>6</distribution_id>
-                <dissipation_id>3</dissipation_id>
+                <distribution_id>10</distribution_id>
             </equipments>
         </system>
         <system id="14">
@@ -273,8 +302,7 @@
             </demands>
             <equipments>
                 <generation_id>5</generation_id>
-                <distribution_id>3</distribution_id>
-                <dissipation_id>3</dissipation_id>
+                <distribution_id>6</distribution_id>
             </equipments>
         </system>
         <system id="15">
@@ -284,8 +312,7 @@
             </demands>
             <equipments>
                 <generation_id>6</generation_id>
-                <distribution_id>5</distribution_id>
-                <dissipation_id>3</dissipation_id>
+                <distribution_id>9</distribution_id>
             </equipments>
         </system>
         <system id="17">
@@ -296,8 +323,7 @@
             </demands>
             <equipments>
                 <generation_id>7</generation_id>
-                <distribution_id>3</distribution_id>
-                <dissipation_id>2</dissipation_id>
+                <distribution_id>5</distribution_id>
             </equipments>
         </system>
         <system id="18">
@@ -307,8 +333,7 @@
             </demands>
             <equipments>
                 <generation_id>7</generation_id>
-                <distribution_id>4</distribution_id>
-                <dissipation_id>2</dissipation_id>
+                <distribution_id>7</distribution_id>
             </equipments>
         </system>
     </systems>

hub/data/energy_systems/palma_systems.xml

@@ -0,0 +1,809 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<EnergySystemCatalog>
+	<schemas_path>./schemas/</schemas_path>
+    <media>
+        <medium>
+			<medium_id>1</medium_id>
+			<name>Water</name>
+			<solar_absorptance/>
+			<thermal_absorptance/>
+			<visible_absorptance/>
+			<no_mass/>
+			<thermal_resistance/>
+			<density>981.0</density>
+			<specific_heat>4180.0</specific_heat>
+			<conductivity>0.6</conductivity>
+		</medium>
+    </media>
+    <energy_generation_components>
+        <non_pv_generation_component>
+            <system_id>1</system_id>
+            <name>Natural-Gas Boiler</name>
+			<system_type>boiler</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_heat_output/>
+            <minimum_heat_output/>
+            <maximum_heat_output/>
+            <heat_efficiency>0.7</heat_efficiency>
+            <reversible>False</reversible>
+            <fuel_type>natural gas</fuel_type>
+            <source_medium/>
+            <supply_medium/>
+            <nominal_cooling_output/>
+            <minimum_cooling_output/>
+            <maximum_cooling_output/>
+            <cooling_efficiency/>
+            <electricity_efficiency/>
+            <source_temperature/>
+            <source_mass_flow/>
+            <nominal_electricity_output/>
+            <maximum_heat_supply_temperature/>
+            <minimum_heat_supply_temperature/>
+            <maximum_cooling_supply_temperature/>
+            <minimum_cooling_supply_temperature/>
+            <heat_output_curve/>
+            <heat_fuel_consumption_curve/>
+            <heat_efficiency_curve/>
+            <cooling_output_curve/>
+            <cooling_fuel_consumption_curve/>
+            <cooling_efficiency_curve/>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <domestic_hot_water>True</domestic_hot_water>
+            <heat_supply_temperature/>
+            <cooling_supply_temperature/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </non_pv_generation_component>
+        <non_pv_generation_component>
+            <system_id>2</system_id>
+            <name>Joule</name>
+			<system_type>joule</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_heat_output/>
+            <minimum_heat_output/>
+            <maximum_heat_output/>
+            <heat_efficiency>1</heat_efficiency>
+            <reversible>False</reversible>
+            <fuel_type>electricity</fuel_type>
+            <source_medium/>
+            <supply_medium/>
+            <nominal_cooling_output/>
+            <minimum_cooling_output/>
+            <maximum_cooling_output/>
+            <cooling_efficiency/>
+            <electricity_efficiency/>
+            <source_temperature/>
+            <source_mass_flow/>
+            <nominal_electricity_output/>
+            <maximum_heat_supply_temperature/>
+            <minimum_heat_supply_temperature/>
+            <maximum_cooling_supply_temperature/>
+            <minimum_cooling_supply_temperature/>
+            <heat_output_curve/>
+            <heat_fuel_consumption_curve/>
+            <heat_efficiency_curve/>
+            <cooling_output_curve/>
+            <cooling_fuel_consumption_curve/>
+            <cooling_efficiency_curve/>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <domestic_hot_water>True</domestic_hot_water>
+            <heat_supply_temperature/>
+            <cooling_supply_temperature/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </non_pv_generation_component>
+        <non_pv_generation_component>
+            <system_id>3</system_id>
+            <name>Heat Pump</name>
+			<system_type>heat pump</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_heat_output/>
+            <minimum_heat_output/>
+            <maximum_heat_output/>
+            <heat_efficiency>2</heat_efficiency>
+            <reversible>True</reversible>
+            <fuel_type>electricity</fuel_type>
+            <source_medium>Air</source_medium>
+            <supply_medium>Water</supply_medium>
+            <nominal_cooling_output/>
+            <minimum_cooling_output/>
+            <maximum_cooling_output/>
+            <cooling_efficiency>2</cooling_efficiency>
+            <electricity_efficiency/>
+            <source_temperature/>
+            <source_mass_flow/>
+            <nominal_electricity_output/>
+            <maximum_heat_supply_temperature/>
+            <minimum_heat_supply_temperature/>
+            <maximum_cooling_supply_temperature/>
+            <minimum_cooling_supply_temperature/>
+            <heat_output_curve/>
+            <heat_fuel_consumption_curve/>
+            <heat_efficiency_curve/>
+            <cooling_output_curve/>
+            <cooling_fuel_consumption_curve/>
+            <cooling_efficiency_curve/>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <domestic_hot_water>False</domestic_hot_water>
+            <heat_supply_temperature/>
+            <cooling_supply_temperature/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </non_pv_generation_component>
+        <non_pv_generation_component>
+            <system_id>4</system_id>
+            <name>Butane Heater</name>
+			<system_type>butane heater</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_heat_output/>
+            <minimum_heat_output/>
+            <maximum_heat_output/>
+            <heat_efficiency>0.7</heat_efficiency>
+            <reversible>False</reversible>
+            <fuel_type>butane</fuel_type>
+            <source_medium/>
+            <supply_medium/>
+            <nominal_cooling_output/>
+            <minimum_cooling_output/>
+            <maximum_cooling_output/>
+            <cooling_efficiency/>
+            <electricity_efficiency/>
+            <source_temperature/>
+            <source_mass_flow/>
+            <nominal_electricity_output/>
+            <maximum_heat_supply_temperature/>
+            <minimum_heat_supply_temperature/>
+            <maximum_cooling_supply_temperature/>
+            <minimum_cooling_supply_temperature/>
+            <heat_output_curve/>
+            <heat_fuel_consumption_curve/>
+            <heat_efficiency_curve/>
+            <cooling_output_curve/>
+            <cooling_fuel_consumption_curve/>
+            <cooling_efficiency_curve/>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <domestic_hot_water>True</domestic_hot_water>
+            <heat_supply_temperature/>
+            <cooling_supply_temperature/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </non_pv_generation_component>
+        <non_pv_generation_component>
+            <system_id>5</system_id>
+            <name>Split</name>
+			<system_type>split</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_heat_output/>
+            <minimum_heat_output/>
+            <maximum_heat_output/>
+            <heat_efficiency/>
+            <reversible>False</reversible>
+            <fuel_type>electricity</fuel_type>
+            <source_medium/>
+            <supply_medium/>
+            <nominal_cooling_output/>
+            <minimum_cooling_output/>
+            <maximum_cooling_output/>
+            <cooling_efficiency>2</cooling_efficiency>
+            <electricity_efficiency/>
+            <source_temperature/>
+            <source_mass_flow/>
+            <nominal_electricity_output/>
+            <maximum_heat_supply_temperature/>
+            <minimum_heat_supply_temperature/>
+            <maximum_cooling_supply_temperature/>
+            <minimum_cooling_supply_temperature/>
+            <heat_output_curve/>
+            <heat_fuel_consumption_curve/>
+            <heat_efficiency_curve/>
+            <cooling_output_curve/>
+            <cooling_fuel_consumption_curve/>
+            <cooling_efficiency_curve/>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <domestic_hot_water>False</domestic_hot_water>
+            <heat_supply_temperature/>
+            <cooling_supply_temperature/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </non_pv_generation_component>
+        <non_pv_generation_component>
+            <system_id>6</system_id>
+            <name>Domestic Hot Water Heat Pump</name>
+			<system_type>heat pump</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_heat_output/>
+            <minimum_heat_output/>
+            <maximum_heat_output/>
+			<heat_efficiency>3</heat_efficiency>
+            <reversible>False</reversible>
+            <fuel_type>electricity</fuel_type>
+			<source_medium>Air</source_medium>
+			<supply_medium>Water</supply_medium>
+            <nominal_cooling_output/>
+            <minimum_cooling_output/>
+            <maximum_cooling_output/>
+            <cooling_efficiency/>
+            <electricity_efficiency/>
+            <source_temperature/>
+            <source_mass_flow/>
+            <nominal_electricity_output/>
+            <maximum_heat_supply_temperature/>
+            <minimum_heat_supply_temperature/>
+            <maximum_cooling_supply_temperature/>
+            <minimum_cooling_supply_temperature/>
+            <heat_output_curve/>
+            <heat_fuel_consumption_curve/>
+            <heat_efficiency_curve/>
+            <cooling_output_curve/>
+            <cooling_fuel_consumption_curve/>
+            <cooling_efficiency_curve/>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <domestic_hot_water>True</domestic_hot_water>
+            <heat_supply_temperature/>
+            <cooling_supply_temperature/>
+            <simultaneous_heat_cold/>
+        </non_pv_generation_component>
+        <pv_generation_component>
+            <system_id>7</system_id>
+            <name>template Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name/>
+            <manufacturer/>
+            <nominal_electricity_output/>
+            <electricity_efficiency>0.2</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>45</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>500</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient/>
+            <width>2.0</width>
+            <height>1.0</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>8</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>RE400CAA Pure 2</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>305</nominal_electricity_output>
+            <electricity_efficiency>0.206</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>400</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>1.86</width>
+            <height>1.04</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>9</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>RE410CAA Pure 2</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>312</nominal_electricity_output>
+            <electricity_efficiency>0.211</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>410</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>1.86</width>
+            <height>1.04</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>10</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>RE420CAA Pure 2</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>320</nominal_electricity_output>
+            <electricity_efficiency>0.217</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>420</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>1.86</width>
+            <height>1.04</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>11</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>RE430CAA Pure 2</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>327</nominal_electricity_output>
+            <electricity_efficiency>0.222</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>430</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>1.86</width>
+            <height>1.04</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>12</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>REC600AA Pro M</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>457</nominal_electricity_output>
+            <electricity_efficiency>0.211</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>600</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>2.17</width>
+            <height>1.3</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>13</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>REC610AA Pro M</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>464</nominal_electricity_output>
+            <electricity_efficiency>0.215</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>610</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>2.17</width>
+            <height>1.3</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>14</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>REC620AA Pro M</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>472</nominal_electricity_output>
+            <electricity_efficiency>0.218</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>620</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>2.17</width>
+            <height>1.3</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>15</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>REC630AA Pro M</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>480</nominal_electricity_output>
+            <electricity_efficiency>0.222</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>630</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>2.17</width>
+            <height>1.3</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+        <pv_generation_component>
+            <system_id>16</system_id>
+            <name>Photovoltaic Module</name>
+            <system_type>Photovoltaic</system_type>
+            <model_name>REC640AA Pro M</model_name>
+            <manufacturer>REC</manufacturer>
+            <nominal_electricity_output>487</nominal_electricity_output>
+            <electricity_efficiency>0.215</electricity_efficiency>
+            <nominal_ambient_temperature>20</nominal_ambient_temperature>
+            <nominal_cell_temperature>44</nominal_cell_temperature>
+            <nominal_radiation>800</nominal_radiation>
+            <standard_test_condition_cell_temperature>25</standard_test_condition_cell_temperature>
+            <standard_test_condition_radiation>1000</standard_test_condition_radiation>
+            <standard_test_condition_maximum_power>640</standard_test_condition_maximum_power>
+            <cell_temperature_coefficient>0.24</cell_temperature_coefficient>
+            <width>2.17</width>
+            <height>1.3</height>
+            <distribution_systems/>
+            <energy_storage_systems/>
+            <simultaneous_heat_cold>False</simultaneous_heat_cold>
+        </pv_generation_component>
+    </energy_generation_components>
+    <energy_storage_components>
+        <thermalStorages>
+		    <storage_id>6</storage_id>
+			<name>template Hot Water Storage Tank</name>
+			<type_energy_stored>thermal</type_energy_stored>
+			<model_name/>
+			<manufacturer/>
+			<maximum_operating_temperature>95.0</maximum_operating_temperature>
+            <insulation>
+				<material_id>1</material_id>
+				<insulationThickness>90.0</insulationThickness>
+			</insulation>
+            <physical_characteristics>
+				<material_id>2</material_id>
+				<tankThickness>0</tankThickness>
+				<height>1.5</height>
+				<tankMaterial>Steel</tankMaterial>
+				<volume/>
+			</physical_characteristics>
+            <storage_medium>
+				<medium_id>1</medium_id>
+			</storage_medium>
+			<storage_type>sensible</storage_type>
+			<nominal_capacity/>
+			<losses_ratio/>
+            <heating_coil_capacity/>
+        </thermalStorages>
+        <thermalStorages>
+		    <storage_id>7</storage_id>
+			<name>template Hot Water Storage Tank with Heating Coil</name>
+			<type_energy_stored>thermal</type_energy_stored>
+			<model_name/>
+			<manufacturer/>
+			<maximum_operating_temperature>95.0</maximum_operating_temperature>
+            <insulation>
+				<material_id>1</material_id>
+				<insulationThickness>90.0</insulationThickness>
+			</insulation>
+            <physical_characteristics>
+				<material_id>2</material_id>
+				<tankThickness>0</tankThickness>
+				<height>1.5</height>
+				<tankMaterial>Steel</tankMaterial>
+				<volume/>
+			</physical_characteristics>
+            <storage_medium>
+				<medium_id>1</medium_id>
+			</storage_medium>
+			<storage_type>sensible</storage_type>
+			<nominal_capacity/>
+			<losses_ratio/>
+            <heating_coil_capacity>5000</heating_coil_capacity>
+        </thermalStorages>
+  </energy_storage_components>
+  <materials>
+    <material>
+		<material_id>1</material_id>
+		<name>Polyurethane</name>
+		<solar_absorptance/>
+		<thermal_absorptance/>
+		<visible_absorptance/>
+		<no_mass/>
+		<thermal_resistance/>
+		<density/>
+		<specific_heat/>
+		<conductivity>0.028</conductivity>
+	</material>
+    <material>
+		<material_id>2</material_id>
+		<name>Steel</name>
+		<solar_absorptance/>
+		<thermal_absorptance/>
+		<visible_absorptance/>
+		<no_mass/>
+		<thermal_resistance/>
+		<density/>
+		<specific_heat/>
+		<conductivity>18</conductivity>
+	</material>
+  </materials>
+  <distribution_systems>
+    <distribution_system/>
+  </distribution_systems>
+  <dissipation_systems>
+   <dissipation_system/>
+  </dissipation_systems>
+  <systems>
+	<system>
+		<id>1</id>
+		<name>Central gas system</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>1</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>2</id>
+		<name>Central Joule system</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>2</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>3</id>
+		<name>Central butane system</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>4</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>4</id>
+		<name>Single zone split system</name>
+		<schema/>
+		<demands>
+			<demand>cooling</demand>
+		</demands>
+		<components>
+			<generation_id>5</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>5</id>
+		<name>4 pipe heat pump system</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+			<demand>cooling</demand>
+		</demands>
+		<components>
+			<generation_id>3</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>6</id>
+		<name>PV</name>
+		<schema/>
+		<demands>
+			<demand>electricity</demand>
+		</demands>
+		<components>
+			<generation_id>7</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>7</id>
+		<name>Gas heating</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+		</demands>
+		<components>
+			<generation_id>1</generation_id>
+		</components>
+	</system>
+    <system>
+		<id>8</id>
+		<name>Electrical heating</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+		</demands>
+		<components>
+			<generation_id>2</generation_id>
+		</components>
+	</system>
+    <system>
+		<id>9</id>
+		<name>Butane heating</name>
+		<schema/>
+		<demands>
+			<demand>heating</demand>
+		</demands>
+		<components>
+			<generation_id>4</generation_id>
+		</components>
+	</system>
+	<system>
+		<id>10</id>
+		<name>Gas hot water system</name>
+		<schema/>
+		<demands>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>1</generation_id>
+		</components>
+	</system>
+    <system>
+		<id>11</id>
+		<name>Electrical hot water system</name>
+		<schema/>
+		<demands>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>2</generation_id>
+		</components>
+	</system>
+    <system>
+		<id>12</id>
+		<name>Butane hot water system</name>
+		<schema/>
+		<demands>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>4</generation_id>
+		</components>
+	</system>
+    <system>
+		<id>13</id>
+		<name>Heat Pump hot water system</name>
+		<schema/>
+		<demands>
+			<demand>domestic_hot_water</demand>
+		</demands>
+		<components>
+			<generation_id>6</generation_id>
+		</components>
+	</system>
+  </systems>
+
+  <system_archetypes>
+	<system_archetype id="1">
+		<name>Gas boiler for heating and hot water heater with split cooling</name>
+		<systems>
+			<system_id>1</system_id>
+			<system_id>4</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="2">
+		<name>Joule heater for heating and hot water heater with split cooling</name>
+		<systems>
+			<system_id>2</system_id>
+			<system_id>4</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="3">
+		<name>Butane heater for heating and hot water heater with split cooling</name>
+		<systems>
+			<system_id>3</system_id>
+			<system_id>4</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="4">
+		<name>Gas heating</name>
+		<systems>
+			<system_id>1</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="5">
+		<name>Electrical joule heating</name>
+		<systems>
+			<system_id>2</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="6">
+		<name>Butane heating</name>
+		<systems>
+			<system_id>3</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="7">
+		<name>Heat pump with gas water heater</name>
+		<systems>
+			<system_id>5</system_id>
+			<system_id>7</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="8">
+		<name>Heat pump with joule water heater</name>
+		<systems>
+			<system_id>5</system_id>
+			<system_id>8</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="9">
+		<name>Heat pump with butane water heater</name>
+		<systems>
+			<system_id>5</system_id>
+			<system_id>9</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="10">
+		<name>Heat pump with gas water heater and rooftop PV</name>
+		<systems>
+			<system_id>5</system_id>
+			<system_id>7</system_id>
+			<system_id>6</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="11">
+		<name>Heat pump with joule water heater and rooftop PV</name>
+		<systems>
+			<system_id>5</system_id>
+			<system_id>8</system_id>
+			<system_id>6</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="12">
+		<name>Rooftop PV</name>
+		<systems>
+			<system_id>6</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="13">
+		<name>Joule heater with split cooling and gas hot water</name>
+		<systems>
+			<system_id>4</system_id>
+			<system_id>8</system_id>
+			<system_id>10</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="14">
+		<name>Joule heater with split cooling and butane hot water</name>
+		<systems>
+			<system_id>4</system_id>
+			<system_id>8</system_id>
+			<system_id>12</system_id>
+		</systems>
+	</system_archetype>
+	<system_archetype id="15">
+		<name>PV and heat pump</name>
+		<systems>
+			<system_id>5</system_id>
+			<system_id>6</system_id>
+			<system_id>13</system_id>
+		</systems>
+	</system_archetype>
+  </system_archetypes>
+</EnergySystemCatalog>
+

hub/data/usage/nrcan.xml

@@ -1,6 +0,0 @@
-<?xml version="1.0" encoding="UTF-8" ?>
-<nrcan base_url="https://raw.githubusercontent.com/NREL/openstudio-standards/master/lib/openstudio-standards/standards/necb/">
-    <space_types>NECB2015/data/space_types.json</space_types>
-    <space_types_compliance>NECB2015/qaqc/qaqc_data/space_compliance_2015.json</space_types_compliance>>
-    <schedules>NECB2015/data/schedules.json</schedules>
-</nrcan>

hub/data/usage/palma_schedules.json

@@ -0,0 +1,904 @@
+{
+    "tables": {
+      "schedules": {
+        "data_type": "table",
+        "refs": [
+          "DBHE CTE Tabla b-Anejo D" 
+        ],
+        "table": [
+            {
+          
+                "name": "DBHE-CTE-Occupancy-sensible",
+                "category": "Occupancy",
+                "units": "FRACTION",
+                "day_types": "Default|Wkdy",
+                "start_date": "2014-01-01T00:00:00+00:00",
+                "end_date": "2014-12-31T00:00:00+00:00",
+                "type": "Hourly",
+                "notes": null,
+                "values": [
+                  1,
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+                  0.25,
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+                  0.5,
+                  0.5,
+                  0.5,
+                  0.5,
+                  0.5,
+                  0.5,
+                  1
+                ]
+              },
+              {
+                
+                "name": "DBHE-CTE-Occupancy-sensible",
+                "category": "Occupancy",
+                "units": "FRACTION",
+                "day_types": "Sat",
+                "start_date": "2014-01-01T00:00:00+00:00",
+                "end_date": "2014-12-31T00:00:00+00:00",
+                "type": "Hourly",
+                "notes": null,
+                "values": [
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+                  1,
+                  1,
+                  1,
+                  1,
+                  1,
+                  1
+                ]
+              },
+              {
+                
+                "name": "DBHE-CTE-Occupancy-sensible",
+                "category": "Occupancy",
+                "units": "FRACTION",
+                "day_types": "Sun|Hol",
+                "start_date": "2014-01-01T00:00:00+00:00",
+                "end_date": "2014-12-31T00:00:00+00:00",
+                "type": "Hourly",
+                "notes": null,
+                "values": [
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+                    1,
+                    1,
+                    1,
+                    1,
+                    1,
+                    1,
+                    1
+                ]
+              },
+              {
+
+                "name": "DBHE-CTE-Occupancy-latent",
+                "category": "Occupancy",
+                "units": "FRACTION",
+                "day_types": "Default|Wkdy",
+                "start_date": "2014-01-01T00:00:00+00:00",
+                "end_date": "2014-12-31T00:00:00+00:00",
+                "type": "Hourly",
+                "notes": null,
+                "values": [
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+                  0.5,
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+                ]
+              },
+              {
+                "name": "DBHE-CTE-Occupancy-latent",
+                "category": "Occupancy",
+                "units": "FRACTION",
+                "day_types": "Sat",
+                "start_date": "2014-01-01T00:00:00+00:00",
+                "end_date": "2014-12-31T00:00:00+00:00",
+                "type": "Hourly",
+                "notes": null,
+                "values": [
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hub/data/usage/palma_space_compliance.json

@@ -0,0 +1,30 @@
+{
+    "tables": {
+      "space_compliance": {
+        "data_type": "table",
+        "refs": {
+          "lighting_per_area_w_per_m2": "DBHE-CTE Tabla b-Anejo D",
+          "occupancy_per_area_people_per_m2": "DBHE CTE Tabla b-Anejo D",
+          "occupancy_schedule": "DBHE-CTE Tabla b-Anejo D",
+          "electric_equipment_per_area_w_per_m2": "DBHE CTE Tabla b-Anejo D"
+        },
+        "tolerance": {
+          "lighting_per_area_w_per_m2": 1,
+          "occupancy_per_area_people_per_m2": 3,
+          "occupancy_schedule": null,
+          "electric_equipment_per_area_w_per_m2": 1
+        },
+        "table": [
+        {
+          "template": "DBHE-CTE",
+          "building_type": "residential",
+          "space_type": "WholeBuilding",
+          "lighting_per_area_w_per_m2": 4.4,
+          "occupancy_per_area_people_per_m2": 0.014333333,
+          "occupancy_schedule": "DBHE-CTE-Occupancy",
+          "electric_equipment_per_area_w_per_m2": 4.4,
+          "service_water_heating_peak_flow_per_area": 0.02272990107962068
+        }]
+        }
+    }
+}

hub/data/usage/palma_space_types.json

@@ -0,0 +1,97 @@
+{
+    "tables": {
+      "space_types": {
+        "data_type": "table",
+        "refs": [
+          "assumption"
+        ],
+        "table": [
+            {
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+                "space_type": "WholeBuilding",
+                "rgb": "255_255_255",
+                "lighting_standard": "DBHE-CTE",
+                "lighting_primary_space_type": "residential",
+                "lighting_secondary_space_type": "WholeBuilding",
+                "lighting_per_area": 4.4,
+                "lighting_per_person": null,
+                "additional_lighting_per_area": null,
+                "rel_absence_occ": 0.0,
+                "personal_control": 0.0,
+                "occ_sense": 0.0,
+                "lighting_fraction_to_return_air": 0.0,
+                "lighting_fraction_radiant": 0.5,
+                "lighting_fraction_visible": 0.2,
+                "lighting_fraction_replaceable": null,
+                "lpd_fractionlinear_fluorescent": 1.0,
+                "lpd_fractioncompact_fluorescent": null,
+                "lpd_fractionhigh_bay": null,
+                "lpd_fractionspecialty_lighting": null,
+                "lpd_fractionexit_lighting": null,
+                "lighting_schedule": "DBHE-CTE-Lighting",
+                "compact_fluorescent_lighting_schedule": null,
+                "high_bay_lighting_schedule": null,
+                "specialty_lighting_schedule": null,
+                "exit_lighting_schedule": null,
+                "target_illuminance_setpoint": 125,
+                "target_illuminance_setpoint_ref": null,
+                "psa_nongeometry_fraction": null,
+                "ssa_nongeometry_fraction": null,
+                "ventilation_standard": null,
+                "ventilation_primary_space_type": "residential",
+                "ventilation_secondary_space_type": "WholeBuilding",
+                "ventilation_per_area": 0,
+                "ventilation_per_person": 0,
+                "ventilation_air_changes": 0.4,
+                "minimum_total_air_changes": null,
+                "occupancy_per_area": 2.15,
+                "occupancy_schedule": "DBHE-CTE-Occupancy-sensible",
+                "occupancy_activity_schedule": null,
+                "infiltration_per_exterior_area": 0.4,
+                "infiltration_per_exterior_wall_area": null,
+                "infiltration_air_changes": null,
+                "infiltration_schedule": "Always On",
+                "infiltration_schedule_perimeter": null,
+                "gas_equipment_per_area": null,
+                "gas_equipment_fraction_latent": null,
+                "gas_equipment_fraction_radiant": null,
+                "gas_equipment_fraction_lost": null,
+                "gas_equipment_schedule": null,
+                "electric_equipment_per_area": 4.4,
+                "electric_equipment_fraction_latent": 0.0,
+                "electric_equipment_fraction_radiant": 0.5,
+                "electric_equipment_fraction_lost": 0.0,
+                "electric_equipment_schedule": "DBHE-CTE-Equipment",
+                "additional_electric_equipment_schedule": null,
+                "additional_gas_equipment_schedule": null,
+                "heating_setpoint_schedule": "DBHE-CTE-Thermostat Setpoint-Heating",
+                "cooling_setpoint_schedule": "DBHE-CTE-Thermostat Setpoint-Cooling",
+                "service_water_heating_peak_flow_rate": null,
+                "service_water_heating_area": null,
+                "service_water_heating_peak_flow_per_area": 0.009385225,
+                "service_water_heating_target_temperature": 60.0,
+                "service_water_heating_fraction_sensible": null,
+                "service_water_heating_fraction_latent": null,
+                "service_water_heating_schedule": "DBHE-CTE-Service Water Heating",
+                "exhaust_per_area": null,
+                "exhaust_fan_efficiency": null,
+                "exhaust_fan_power": null,
+                "exhaust_fan_pressure_rise": null,
+                "exhaust_fan_maximum_flow_rate": null,
+                "exhaust_schedule": null,
+                "balanced_exhaust_fraction_schedule": null,
+                "is_residential": null,
+                "necb_hvac_system_selection_type": "residential",
+                "necb_schedule_type": "G",
+                "notes": null,
+                "ventilation_occupancy_rate_people_per_1000ft2": 10,
+                "ventilation_occupancy_standard": null,
+                "ventilation_standard_space_type": null,
+                "sensible_convective_internal_gain": 0.86,
+                "sensible_radiative_internal_gain": 1.29,
+                "latent_internal_gain": 1.36
+            }
+        ]
+      }
+    }
+}

hub/exports/building_energy/idf.py

@@ -7,6 +7,9 @@ Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concord
                    Oriol Gavalda Torrellas oriol.gavalda@concordia.ca
 """
 import copy
+import datetime
+import glob
+import os
 from pathlib import Path
 from geomeppy import IDF
 import hub.helpers.constants as cte
@@ -275,8 +278,9 @@ class Idf:
     _kwargs[f'Field_{counter + 2}'] = 'Until: 24:00,0.0'
     self._idf.newidfobject(self._COMPACT_SCHEDULE, **_kwargs)
 
-  def _write_schedules_file(self, usage, schedule):
-    file_name = str((Path(self._output_path) / f'{schedule.type} schedules {usage}.csv').resolve())
+  def _write_schedules_file(self, schedule, usage):
+    file_name = str((Path(self._output_path) / f'{schedule.type} schedules {usage.replace("/","_")}.csv').resolve())
+    if not Path(file_name).exists():
       with open(file_name, 'w', encoding='utf8') as file:
         for value in schedule.values:
           file.write(f'{str(value)},\n')
@@ -304,7 +308,7 @@ class Idf:
       for schedule in self._idf.idfobjects[self._FILE_SCHEDULE]:
         if schedule.Name == f'{schedule_type} schedules {usage}':
           return
-      file_name = self._write_schedules_file(usage, new_schedules[0])
+      file_name = self._write_schedules_file(new_schedules[0], usage)
       self._add_file_schedule(usage, new_schedules[0], file_name)
       return
 
@@ -321,12 +325,13 @@ class Idf:
         if construction.Name == vegetation_name:
           return
       else:
-        if construction.Name == thermal_boundary.construction_name:
+        if construction.Name == f'{thermal_boundary.construction_name} {thermal_boundary.parent_surface.type}':
           return
     if thermal_boundary.layers is None:
       for material in self._idf.idfobjects[self._MATERIAL]:
         if material.Name == "DefaultMaterial":
           return
+
       self._idf.set_default_constructions()
       return
     for layer in thermal_boundary.layers:
@@ -340,7 +345,8 @@ class Idf:
       for i in range(0, len(layers) - 1):
         _kwargs[f'Layer_{i + 2}'] = layers[i].material_name
     else:
-      _kwargs = {'Name': thermal_boundary.construction_name, 'Outside_Layer': layers[0].material_name}
+      _kwargs = {'Name': f'{thermal_boundary.construction_name} {thermal_boundary.parent_surface.type}',
+                 'Outside_Layer': layers[0].material_name}
       for i in range(1, len(layers) - 1):
         _kwargs[f'Layer_{i + 1}'] = layers[i].material_name
     self._idf.newidfobject(self._CONSTRUCTION, **_kwargs)
@@ -387,9 +393,9 @@ class Idf:
     thermostat = self._add_thermostat(thermal_zone)
     self._idf.newidfobject(self._IDEAL_LOAD_AIR_SYSTEM,
                            Zone_Name=zone_name,
-                           System_Availability_Schedule_Name=f'HVAC AVAIL SCHEDULES {thermal_zone.usage_name}',
-                           Heating_Availability_Schedule_Name=f'HVAC AVAIL SCHEDULES {thermal_zone.usage_name}',
-                           Cooling_Availability_Schedule_Name=f'HVAC AVAIL SCHEDULES {thermal_zone.usage_name}',
+                           System_Availability_Schedule_Name=f'Thermostat_availability schedules {thermal_zone.usage_name}',
+                           Heating_Availability_Schedule_Name=f'Thermostat_availability schedules {thermal_zone.usage_name}',
+                           Cooling_Availability_Schedule_Name=f'Thermostat_availability schedules {thermal_zone.usage_name}',
                            Template_Thermostat_Name=thermostat.Name)
 
   def _add_occupancy(self, thermal_zone, zone_name):
@@ -449,7 +455,7 @@ class Idf:
                            )
 
   def _add_infiltration(self, thermal_zone, zone_name):
-    schedule = f'Infiltration schedules {thermal_zone.usage_name}'
+    schedule = f'INF_CONST schedules {thermal_zone.usage_name}'
     _infiltration = thermal_zone.infiltration_rate_system_off * cte.HOUR_TO_SECONDS
     self._idf.newidfobject(self._INFILTRATION,
                            Name=f'{zone_name}_infiltration',
@@ -459,6 +465,17 @@ class Idf:
                            Air_Changes_per_Hour=_infiltration
                            )
 
+  def _add_infiltration_surface(self, thermal_zone, zone_name):
+    schedule = f'INF_CONST schedules {thermal_zone.usage_name}'
+    _infiltration = thermal_zone.infiltration_rate_area_system_off*1
+    self._idf.newidfobject(self._INFILTRATION,
+                           Name=f'{zone_name}_infiltration',
+                           Zone_or_ZoneList_or_Space_or_SpaceList_Name=zone_name,
+                           Schedule_Name=schedule,
+                           Design_Flow_Rate_Calculation_Method='Flow/ExteriorWallArea',
+                           Flow_Rate_per_Exterior_Surface_Area=_infiltration
+                           )
+
   def _add_ventilation(self, thermal_zone, zone_name):
     schedule = f'Ventilation schedules {thermal_zone.usage_name}'
     _air_change = thermal_zone.mechanical_air_change * cte.HOUR_TO_SECONDS
@@ -470,7 +487,7 @@ class Idf:
                            Air_Changes_per_Hour=_air_change
                            )
 
-  def _add_dhw(self, thermal_zone, zone_name):
+  def _add_dhw(self, thermal_zone, zone_name, usage):
     peak_flow_rate = thermal_zone.domestic_hot_water.peak_flow * thermal_zone.total_floor_area
     self._idf.newidfobject(self._DHW,
                            Name=f'DHW {zone_name}',
@@ -478,7 +495,7 @@ class Idf:
                            Flow_Rate_Fraction_Schedule_Name=f'DHW_prof schedules {thermal_zone.usage_name}',
                            Target_Temperature_Schedule_Name=f'DHW_temp schedules {thermal_zone.usage_name}',
                            Hot_Water_Supply_Temperature_Schedule_Name=f'DHW_temp schedules {thermal_zone.usage_name}',
-                           Cold_Water_Supply_Temperature_Schedule_Name=f'cold_temp schedules {zone_name}',
+                           Cold_Water_Supply_Temperature_Schedule_Name=f'cold_temp schedules {usage}',
                            EndUse_Subcategory=f'DHW {zone_name}',
                            Zone_Name=zone_name
                            )
@@ -512,19 +529,25 @@ class Idf:
     self._rename_building(self._city.name)
     self._lod = self._city.level_of_detail.geometry
     for building in self._city.buildings:
+      is_target = building.name in self._target_buildings or building.name in self._adjacent_buildings
       for internal_zone in building.internal_zones:
         if internal_zone.thermal_zones_from_internal_zones is None:
+          self._target_buildings.remoidf_surface_typeve(building.name)
+          is_target = False
           continue
         for thermal_zone in internal_zone.thermal_zones_from_internal_zones:
-          for thermal_boundary in thermal_zone.thermal_boundaries:
 
+          for thermal_boundary in thermal_zone.thermal_boundaries:
             self._add_construction(thermal_boundary)
             if thermal_boundary.parent_surface.vegetation is not None:
               self._add_vegetation_material(thermal_boundary.parent_surface.vegetation)
             for thermal_opening in thermal_boundary.thermal_openings:
               self._add_window_construction_and_material(thermal_opening)
+
+          if is_target:
+            start = datetime.datetime.now()
+            service_temperature = thermal_zone.domestic_hot_water.service_temperature
             usage = thermal_zone.usage_name
-          if building.name in self._target_buildings or building.name in self._adjacent_buildings:
             _new_schedules = self._create_infiltration_schedules(thermal_zone)
             self._add_schedules(usage, 'Infiltration', _new_schedules)
             _new_schedules = self._create_ventilation_schedules(thermal_zone)
@@ -536,12 +559,14 @@ class Idf:
             self._add_schedules(usage, 'Lighting', thermal_zone.lighting.schedules)
             self._add_schedules(usage, 'Appliance', thermal_zone.appliances.schedules)
             self._add_schedules(usage, 'DHW_prof', thermal_zone.domestic_hot_water.schedules)
-            _new_schedules = self._create_yearly_values_schedules('cold_temp',
-                                                                  building.cold_water_temperature[cte.HOUR])
-            self._add_schedules(building.name, 'cold_temp', _new_schedules)
-            value = thermal_zone.domestic_hot_water.service_temperature
-            _new_schedules = self._create_constant_value_schedules('DHW_temp', value)
+            _new_schedules = self._create_yearly_values_schedules('cold_temp', building.cold_water_temperature[cte.HOUR])
+            self._add_schedules(usage, 'cold_temp', _new_schedules)
+            _new_schedules = self._create_constant_value_schedules('DHW_temp', service_temperature)
             self._add_schedules(usage, 'DHW_temp', _new_schedules)
+            _new_schedules = self._create_constant_value_schedules('INF_CONST', 1)
+            self._add_schedules(usage, 'INF_CONST', _new_schedules)
+            _new_schedules = self._create_constant_value_schedules('Thermostat_availability', 1)
+            self._add_schedules(usage, 'Thermostat_availability', _new_schedules)
             _occ = thermal_zone.occupancy
             if _occ.occupancy_density == 0:
               _total_heat = 0
@@ -552,16 +577,18 @@ class Idf:
             self._add_schedules(usage, 'Activity Level', _new_schedules)
             self._add_zone(thermal_zone, building.name)
             self._add_heating_system(thermal_zone, building.name)
-            self._add_infiltration(thermal_zone, building.name)
+            self._add_infiltration_surface(thermal_zone, building.name)
             self._add_ventilation(thermal_zone, building.name)
             self._add_occupancy(thermal_zone, building.name)
             self._add_lighting(thermal_zone, building.name)
             self._add_appliances(thermal_zone, building.name)
-            self._add_dhw(thermal_zone, building.name)
+            self._add_dhw(thermal_zone, building.name, usage)
       if self._export_type == "Surfaces":
-        if building.name in self._target_buildings or building.name in self._adjacent_buildings:
+        if is_target:
           if building.thermal_zones_from_internal_zones is not None:
+            start = datetime.datetime.now()
             self._add_surfaces(building, building.name)
+            print(f'add surfaces {datetime.datetime.now() - start}')
           else:
             self._add_pure_geometry(building, building.name)
         else:
@@ -587,6 +614,30 @@ class Idf:
       Reporting_Frequency="Hourly",
     )
 
+    self._idf.newidfobject(
+      "OUTPUT:VARIABLE",
+      Variable_Name="Zone Lights Electricity Rate",
+      Reporting_Frequency="Hourly",
+    )
+
+    self._idf.newidfobject(
+      "OUTPUT:VARIABLE",
+      Variable_Name="Other Equipment Electricity Rate",
+      Reporting_Frequency="Hourly",
+    )
+
+    self._idf.newidfobject(
+      "OUTPUT:VARIABLE",
+      Variable_Name="Zone Air Temperature",
+      Reporting_Frequency="Hourly",
+    )
+
+    self._idf.newidfobject(
+      "OUTPUT:VARIABLE",
+      Variable_Name="Zone Air Relative Humidity",
+      Reporting_Frequency="Hourly",
+    )
+
     # post-process to erase windows associated to adiabatic walls
     windows_list = []
     for window in self._idf.idfobjects[self._WINDOW]:
@@ -705,7 +756,7 @@ class Idf:
         if boundary.parent_surface.vegetation is not None:
           construction_name = f'{boundary.construction_name}_{boundary.parent_surface.vegetation.name}'
         else:
-          construction_name = boundary.construction_name
+          construction_name = f'{boundary.construction_name} {boundary.parent_surface.type}'
         _kwargs['Construction_Name'] = construction_name
 
         surface = self._idf.newidfobject(self._SURFACE, **_kwargs)

hub/exports/building_energy/idf_files/Energy+.idd

@@ -1,4 +1,4 @@
-!IDD_Version 23.2.0
+!IDD_Version 24.1.0
 !IDD_BUILD 7636e6b3e9
 ! ***************************************************************************
 ! This file is the Input Data Dictionary (IDD) for EnergyPlus.
@@ -30002,10 +30002,10 @@ People,
   A7 , \field Mean Radiant Temperature Calculation Type
        \note optional (only required for thermal comfort runs)
        \type choice
-       \key ZoneAveraged
+       \key EnclosureAveraged
        \key SurfaceWeighted
        \key AngleFactor
-       \default ZoneAveraged
+       \default EnclosureAveraged
   A8 , \field Surface Name/Angle Factor List Name
        \type object-list
        \object-list AllHeatTranAngFacNames

hub/exports/building_energy/idf_files/Minimal.idf

@@ -13,7 +13,7 @@
 ! HVAC: None.
 !
 
-  Version,23.2;
+  Version,24.1;
 
   Timestep,4;
 
@@ -127,25 +127,31 @@
     No,                      !- Do HVAC Sizing Simulation for Sizing Periods
     1;                       !- Maximum Number of HVAC Sizing Simulation Passes
 
-  Output:VariableDictionary,Regular;
+  Output:Table:SummaryReports, AnnualBuildingUtilityPerformanceSummary,
+    DemandEndUseComponentsSummary,
+    SensibleHeatGainSummary,
+    InputVerificationandResultsSummary,
+    AdaptiveComfortSummary,
+    Standard62.1Summary,
+    ClimaticDataSummary,
+    EquipmentSummary,
+    EnvelopeSummary,
+    LightingSummary,
+    HVACSizingSummary,
+    SystemSummary,
+    ComponentSizingSummary,
+    OutdoorAirSummary,
+    ObjectCountSummary,
+    EndUseEnergyConsumptionOtherFuelsMonthly,
+    PeakEnergyEndUseOtherFuelsMonthly;
 
-  Output:Variable,*,Site Outdoor Air Drybulb Temperature,Timestep;
 
-  Output:Variable,*,Site Outdoor Air Wetbulb Temperature,Timestep;
+  OutputControl:Table:Style, CommaAndHTML,JtoKWH;
 
-  Output:Variable,*,Site Outdoor Air Dewpoint Temperature,Timestep;
-
-  Output:Variable,*,Site Solar Azimuth Angle,Timestep;
-
-  Output:Variable,*,Site Solar Altitude Angle,Timestep;
-
-  Output:Variable,*,Site Direct Solar Radiation Rate per Area,Timestep;
-
-  Output:Variable,*,Site Diffuse Solar Radiation Rate per Area,Timestep;
-
-  OutputControl:Table:Style,
-    HTML;                    !- Column Separator
-
-  Output:Table:SummaryReports,
-    AllSummary;              !- Report 1 Name
+  Output:Meter,DISTRICTHEATING:Facility,hourly;
+  Output:Meter,DISTRICTCOOLING:Facility,hourly;
+  Output:Meter,InteriorEquipment:Electricity,hourly;
+  Output:Meter,InteriorLights:Electricity,hourly;
 
+  OutputControl:IlluminanceMap:Style,
+     Comma;                                         !- Column separator

hub/exports/building_energy/insel/insel_monthly_energy_balance.py

@@ -270,7 +270,7 @@ class InselMonthlyEnergyBalance:
         global_irradiance = surface.global_irradiance[cte.MONTH]
         for j in range(0, len(global_irradiance)):
           parameters.append(f'{j + 1} '
-                            f'{global_irradiance[j] * cte.WATTS_HOUR_TO_JULES / 24 / _NUMBER_DAYS_PER_MONTH[j]}')
+                            f'{global_irradiance[j] / 24 / _NUMBER_DAYS_PER_MONTH[j]}')
       else:
         for j in range(0, 12):
           parameters.append(f'{j + 1} 0.0')

hub/exports/energy_building_exports_factory.py

@@ -20,9 +20,10 @@ class EnergyBuildingsExportsFactory:
   """
   Energy Buildings exports factory class
   """
-  def __init__(self, handler, city, path, custom_insel_block='d18599', target_buildings=None):
+  def __init__(self, handler, city, path, custom_insel_block='d18599', target_buildings=None, weather_file=None):
     self._city = city
     self._export_type = '_' + handler.lower()
+    self._weather_file = weather_file
     validate_import_export_type(EnergyBuildingsExportsFactory, handler)
     if isinstance(path, str):
       path = Path(path)
@@ -53,12 +54,13 @@ class EnergyBuildingsExportsFactory:
     """
     idf_data_path = (Path(__file__).parent / './building_energy/idf_files/').resolve()
     url = wh().epw_file(self._city.region_code)
-    weather_path = (Path(__file__).parent.parent / f'data/weather/epw/{url.rsplit("/", 1)[1]}').resolve()
-    if not weather_path.exists():
-      with open(weather_path, 'wb') as epw_file:
+    if self._weather_file is None:
+      self._weather_file = (Path(__file__).parent.parent / f'data/weather/epw/{url.rsplit("/", 1)[1]}').resolve()
+    if not self._weather_file.exists():
+      with open(self._weather_file, 'wb') as epw_file:
         epw_file.write(requests.get(url, allow_redirects=True).content)
-    return Idf(self._city, self._path, (idf_data_path / 'Minimal.idf'), (idf_data_path / 'Energy+.idd'), weather_path,
-               target_buildings=self._target_buildings)
+    return Idf(self._city, self._path, (idf_data_path / 'Minimal.idf'), (idf_data_path / 'Energy+.idd'),
+               self._weather_file, target_buildings=self._target_buildings)
 
   @property
   def _insel_monthly_energy_balance(self):

hub/exports/formats/simplified_radiosity_algorithm.py

@@ -66,8 +66,8 @@ class SimplifiedRadiosityAlgorithm:
           else:
             i = (total_days + day - 1) * 24 + hour - 1
           representative_building = self._city.buildings[0]
-          _global = representative_building.global_horizontal[cte.HOUR][i] * cte.WATTS_HOUR_TO_JULES
-          _beam = representative_building.beam[cte.HOUR][i] * cte.WATTS_HOUR_TO_JULES
+          _global = representative_building.diffuse[cte.HOUR][i]
+          _beam = representative_building.direct_normal[cte.HOUR][i]
           content += f'{day}  {month}  {hour}  {_global}  {_beam}\n'
     with open(file, 'w', encoding='utf-8') as file:
       file.write(content)

hub/helpers/constants.py

@@ -10,11 +10,11 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 KELVIN = 273.15
 WATER_DENSITY = 1000  # kg/m3
 WATER_HEAT_CAPACITY = 4182  # J/kgK
-
+WATER_THERMAL_CONDUCTIVITY = 0.65  # W/mK
+NATURAL_GAS_LHV = 36.6e6  # J/m3
 AIR_DENSITY = 1.293  # kg/m3
 AIR_HEAT_CAPACITY = 1005.2  # J/kgK
 
-
 # converters
 HOUR_TO_MINUTES = 60
 MINUTES_TO_SECONDS = 60
@@ -24,6 +24,8 @@ BTU_H_TO_WATTS = 0.29307107
 KILO_WATTS_HOUR_TO_JULES = 3600000
 WATTS_HOUR_TO_JULES = 3600
 GALLONS_TO_QUBIC_METERS = 0.0037854117954011185
+INFILTRATION_75PA_TO_4PA = (4/75)**0.65
+
 
 # time
 SECOND = 'second'
@@ -292,6 +294,8 @@ WOOD = 'Wood'
 GAS = 'Gas'
 DIESEL = 'Diesel'
 COAL = 'Coal'
+BIOMASS = 'Biomass'
+BUTANE = 'Butane'
 AIR = 'Air'
 WATER = 'Water'
 GEOTHERMAL = 'Geothermal'
@@ -302,7 +306,16 @@ PHOTOVOLTAIC = 'Photovoltaic'
 BOILER = 'Boiler'
 HEAT_PUMP = 'Heat Pump'
 BASEBOARD = 'Baseboard'
+ELECTRICITY_GENERATOR = 'Electricity generator'
 CHILLER = 'Chiller'
+SPLIT = 'Split'
+JOULE = 'Joule'
+BUTANE_HEATER = 'Butane Heater'
+SENSIBLE = 'sensible'
+LATENT = 'Latent'
+LITHIUMION = 'Lithium Ion'
+NICD = 'NiCd'
+LEADACID = 'Lead Acid'
 
 # Geometry
 EPSILON = 0.0000001

hub/helpers/data/hub_function_to_palma_construction_function.py

@@ -0,0 +1,30 @@
+"""
+Dictionaries module for hub function to Palma construction function
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Cecilia Pérez cperez@irec.cat
+"""
+
+import hub.helpers.constants as cte
+
+
+class HubFunctionToPalmaConstructionFunction:
+  """
+  Hub function to Palma construction function class
+  """
+  def __init__(self):
+    self._dictionary = {
+      cte.RESIDENTIAL: 'V',
+      cte.SINGLE_FAMILY_HOUSE: 'Single-family building',
+      cte.HIGH_RISE_APARTMENT: 'Large multifamily building',
+      cte.MID_RISE_APARTMENT: 'Medium multifamily building',
+      cte.MULTI_FAMILY_HOUSE: 'Small multifamily building'
+    }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/hub_usage_to_palma_usage.py

@@ -0,0 +1,51 @@
+"""
+Dictionaries module for hub usage to Palma usage
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Cecilia Pérez cperez@irec.cat
+"""
+
+"""
+Codification of uses from cadastre:
+U: store-parking. Residential Use
+S: store-parking. Industrial Use
+V: Residential
+I: Industrial
+O: Offices
+C: Comercial
+K: Sportive center
+T: Shows
+G: Leisure and Hostelry
+Y: Health and charity
+E: Culture
+R: Religion
+M: Urbanization work, gardening and undeveloped land
+P: Singular building 
+B: Farm warehouse
+J: Farm Industry
+Z: Farm-related
+"""
+
+import hub.helpers.constants as cte
+
+class HubUsageToPalmaUsage:
+  """
+  Hub usage to Palma usage class
+  """
+
+  def __init__(self):
+    self._dictionary = {
+      cte.RESIDENTIAL: 'residential',
+      cte.SINGLE_FAMILY_HOUSE: 'residential',
+      cte.HIGH_RISE_APARTMENT: 'residential',
+      cte.MID_RISE_APARTMENT: 'residential',
+      cte.MULTI_FAMILY_HOUSE: 'residential'
+    }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/montreal_custom_fuel_to_hub_fuel.py

@@ -12,11 +12,15 @@ class MontrealCustomFuelToHubFuel:
   """
   Montreal custom fuel to hub fuel class
   """
+
   def __init__(self):
     self._dictionary = {
       'gas': cte.GAS,
+      'natural gas': cte.GAS,
       'electricity': cte.ELECTRICITY,
-        'renewable': cte.RENEWABLE
+      'renewable': cte.RENEWABLE,
+      'butane': cte.BUTANE,
+      'diesel': cte.DIESEL
     }
 
   @property

hub/helpers/data/montreal_generation_system_to_hub_energy_generation_system.py

@@ -0,0 +1,35 @@
+"""
+Dictionaries module for Montreal system to hub energy generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+import hub.helpers.constants as cte
+
+
+class MontrealGenerationSystemToHubEnergyGenerationSystem:
+  """
+  Montreal's generation system to hub energy generation system class
+  """
+  def __init__(self):
+    self._dictionary = {
+      'boiler': cte.BOILER,
+      'furnace': cte.BASEBOARD,
+      'cooler': cte.CHILLER,
+      'electricity generator': cte.ELECTRICITY_GENERATOR,
+      'Photovoltaic': cte.PHOTOVOLTAIC,
+      'heat pump': cte.HEAT_PUMP,
+      'joule': cte.JOULE,
+      'split': cte.SPLIT,
+      'butane heater': cte.BUTANE_HEATER
+
+    }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/north_america_custom_fuel_to_hub_fuel.py

@@ -0,0 +1,28 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+import hub.helpers.constants as cte
+
+
+class NorthAmericaCustomFuelToHubFuel:
+  """
+  Montreal custom fuel to hub fuel class
+  """
+  def __init__(self):
+    self._dictionary = {
+        'natural gas': cte.GAS,
+        'electricity': cte.ELECTRICITY,
+        'renewable': cte.RENEWABLE
+      }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/north_america_demand_type_to_hub_energy_demand_type.py

@@ -0,0 +1,28 @@
+"""
+Dictionaries module for Montreal system catalog demand types to hub energy demand types
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+import hub.helpers.constants as cte
+
+
+class NorthAmericaDemandTypeToHubEnergyDemandType:
+  """
+  Montreal demand type to hub energy demand type
+  """
+  def __init__(self):
+    self._dictionary = {'heating': cte.HEATING,
+                        'cooling': cte.COOLING,
+                        'domestic_hot_water': cte.DOMESTIC_HOT_WATER,
+                        'electricity': cte.ELECTRICITY,
+                        }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/north_america_storage_system_to_hub_storage.py

@@ -0,0 +1,27 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+import hub.helpers.constants as cte
+
+
+class NorthAmericaStorageSystemToHubEnergyStorage:
+  """
+  Montreal's system to hub energy generation system class
+  """
+  def __init__(self):
+    self._dictionary = {
+      'template Hot Water Storage Tank': cte.SENSIBLE,
+                        }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/north_america_system_to_hub_energy_generation_system.py

@@ -0,0 +1,33 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+import hub.helpers.constants as cte
+
+
+class NorthAmericaSystemToHubEnergyGenerationSystem:
+  """
+  Montreal's system to hub energy generation system class
+  """
+  def __init__(self):
+    self._dictionary = {
+      'template Natural-Gas Boiler': cte.BOILER,
+      'template Electric Boiler': cte.BOILER,
+      'template Air-to-Water Heat Pump': cte.HEAT_PUMP,
+      'template Groundwater-to-Water Heat Pump': cte.HEAT_PUMP,
+      'template Water-to-Water Heat Pump': cte.HEAT_PUMP,
+      'template Photovoltaic Module': cte.PHOTOVOLTAIC,
+      'e': cte.HEATING,
+                        }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/data/palma_function_to_hub_function.py

@@ -0,0 +1,31 @@
+"""
+Dictionaries module for Palma function to hub function
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Cecilia Pérez cperez@irec.cat
+"""
+
+import hub.helpers.constants as cte
+
+
+class PalmaFunctionToHubFunction:
+  """
+  Palma function to hub function class
+  """
+
+  def __init__(self):
+    self._dictionary = {'Residential': cte.RESIDENTIAL,
+                        'Single-family building': cte.SINGLE_FAMILY_HOUSE,
+                        'Large multifamily building': cte.HIGH_RISE_APARTMENT,
+                        'Medium multifamily building': cte.MID_RISE_APARTMENT,
+                        'Small multifamily building': cte.MULTI_FAMILY_HOUSE,
+                        'V': cte.RESIDENTIAL
+                        }
+
+  @property
+  def dictionary(self) -> dict:
+    """
+    Get the dictionary
+    :return: {}
+    """
+    return self._dictionary

hub/helpers/dictionaries.py

@@ -19,8 +19,16 @@ from hub.helpers.data.hub_usage_to_hft_usage import HubUsageToHftUsage
 from hub.helpers.data.hub_usage_to_nrcan_usage import HubUsageToNrcanUsage
 from hub.helpers.data.hub_usage_to_eilat_usage import HubUsageToEilatUsage
 from hub.helpers.data.montreal_system_to_hub_energy_generation_system import MontrealSystemToHubEnergyGenerationSystem
+from hub.helpers.data.montreal_generation_system_to_hub_energy_generation_system import MontrealGenerationSystemToHubEnergyGenerationSystem
 from hub.helpers.data.montreal_demand_type_to_hub_energy_demand_type import MontrealDemandTypeToHubEnergyDemandType
 from hub.helpers.data.hub_function_to_montreal_custom_costs_function import HubFunctionToMontrealCustomCostsFunction
+from hub.helpers.data.north_america_demand_type_to_hub_energy_demand_type import NorthAmericaDemandTypeToHubEnergyDemandType
+from hub.helpers.data.north_america_system_to_hub_energy_generation_system import NorthAmericaSystemToHubEnergyGenerationSystem
+from hub.helpers.data.north_america_custom_fuel_to_hub_fuel import NorthAmericaCustomFuelToHubFuel
+from hub.helpers.data.north_america_storage_system_to_hub_storage import NorthAmericaStorageSystemToHubEnergyStorage
+from hub.helpers.data.palma_function_to_hub_function import PalmaFunctionToHubFunction
+from hub.helpers.data.hub_usage_to_palma_usage import HubUsageToPalmaUsage
+from hub.helpers.data.hub_function_to_palma_construction_function import HubFunctionToPalmaConstructionFunction
 
 
 class Dictionaries:
@@ -60,6 +68,14 @@ class Dictionaries:
     """
     return HubUsageToEilatUsage().dictionary
 
+  @property
+  def hub_usage_to_palma_usage(self) -> dict:
+    """
+    Hub usage to Palma usage, transformation dictionary
+    :return: dict
+    """
+    return HubUsageToPalmaUsage().dictionary
+
   @property
   def hub_function_to_nrcan_construction_function(self) -> dict:
     """
@@ -83,6 +99,13 @@ class Dictionaries:
     :return: dict
     """
     return HubFunctionToNrelConstructionFunction().dictionary
+  @property
+  def hub_function_to_palma_construction_function(self) -> dict:
+    """
+    Get hub function to Palma construction function, transformation dictionary
+    :return: dict
+    """
+    return HubFunctionToPalmaConstructionFunction().dictionary
 
   @property
   def pluto_function_to_hub_function(self) -> dict:
@@ -100,6 +123,14 @@ class Dictionaries:
     """
     return HftFunctionToHubFunction().dictionary
 
+  @property
+  def palma_function_to_hub_function(self) -> dict:
+    """
+    Get Palma function to hub function, transformation dictionary
+    :return: dict
+    """
+    return PalmaFunctionToHubFunction().dictionary
+
   @property
   def montreal_function_to_hub_function(self) -> dict:
     """
@@ -149,3 +180,38 @@ class Dictionaries:
     Get hub fuel from montreal_custom catalog fuel
     """
     return MontrealCustomFuelToHubFuel().dictionary
+
+  @property
+  def montreal_generation_system_to_hub_energy_generation_system(self):
+    """
+    Get montreal custom generation system names to hub energy system names, transformation dictionary
+    """
+    return MontrealGenerationSystemToHubEnergyGenerationSystem().dictionary
+
+  @property
+  def north_america_demand_type_to_hub_energy_demand_type(self):
+    """
+    Get north america system demand type to hub energy demand type, transformation dictionary
+    """
+    return NorthAmericaDemandTypeToHubEnergyDemandType().dictionary
+
+  @property
+  def north_america_system_to_hub_energy_generation_system(self):
+    """
+    Get north america system names to hub energy system names, transformation dictionary
+    """
+    return NorthAmericaSystemToHubEnergyGenerationSystem().dictionary
+
+  @property
+  def north_america_custom_fuel_to_hub_fuel(self) -> dict:
+    """
+    Get hub fuel from north_america catalog fuel
+    """
+    return NorthAmericaCustomFuelToHubFuel().dictionary
+
+  @property
+  def north_america_storage_system_to_hub_storage(self):
+    """
+    Get montreal custom system names to hub storage system
+    """
+    return NorthAmericaStorageSystemToHubEnergyStorage().dictionary

hub/imports/construction/eilat_physics_parameters.py

@@ -32,7 +32,7 @@ class EilatPhysicsParameters:
     city = self._city
     eilat_catalog = ConstructionCatalogFactory('eilat').catalog
     for building in city.buildings:
-      if building.function not in Dictionaries().hub_function_to_eilat_construction_function.keys():
+      if building.function not in Dictionaries().hub_function_to_eilat_construction_function:
         logging.error('Building %s has an unknown building function %s', building.name, building.function)
         continue
       function = Dictionaries().hub_function_to_eilat_construction_function[building.function]

hub/imports/construction/helpers/construction_helper.py

@@ -65,6 +65,10 @@ class ConstructionHelper:
     'Eilat': 'BWh'
   }
 
+  _reference_city_to_palma_climate_zone ={
+    'Palma': 'B3'
+  }
+
   @staticmethod
   def yoc_to_nrel_standard(year_of_construction):
     """
@@ -107,3 +111,13 @@ class ConstructionHelper:
     :return: str
     """
     return ConstructionHelper._reference_city_to_israel_climate_zone[reference_city]
+
+  @staticmethod
+  def city_to_palma_climate_zone(reference_city):
+    """
+    City name to Palma climate zone
+    :param reference_city: str
+    :return: str
+    """
+    return ConstructionHelper._reference_city_to_palma_climate_zone[reference_city]
+

hub/imports/construction/nrcan_physics_parameters.py

@@ -3,6 +3,7 @@ NrcanPhysicsParameters import the construction and material information defined
 SPDX - License - Identifier: LGPL - 3.0 - or -later
 Copyright © 2022 Concordia CERC group
 Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+Project Collaborator Saeed Ranjbar saeed.ranjbar@concordia.ca
 """
 
 import logging
@@ -32,10 +33,21 @@ class NrcanPhysicsParameters:
     city = self._city
     nrcan_catalog = ConstructionCatalogFactory('nrcan').catalog
     for building in city.buildings:
-      if building.function not in Dictionaries().hub_function_to_nrcan_construction_function.keys():
-        logging.error(f'Building %s has an unknown building function %s', building.name, building.function)
+      main_function = None
+      functions = building.function.split('_')
+      if len(functions) > 1:
+        maximum_percentage = 0
+        for function in functions:
+          percentage_and_function = function.split('-')
+          if float(percentage_and_function[0]) > maximum_percentage:
+            maximum_percentage = float(percentage_and_function[0])
+            main_function = percentage_and_function[-1]
+      else:
+        main_function = functions[-1]
+      if main_function not in Dictionaries().hub_function_to_nrcan_construction_function:
+        logging.error('Building %s has an unknown building function %s', building.name, main_function)
         continue
-      function = Dictionaries().hub_function_to_nrcan_construction_function[building.function]
+      function = Dictionaries().hub_function_to_nrcan_construction_function[main_function]
       try:
         archetype = self._search_archetype(nrcan_catalog, function, building.year_of_construction, self._climate_zone)
 
@@ -67,6 +79,8 @@ class NrcanPhysicsParameters:
     thermal_archetype.indirect_heated_ratio = 0
     thermal_archetype.infiltration_rate_for_ventilation_system_on = catalog_archetype.infiltration_rate_for_ventilation_system_on
     thermal_archetype.infiltration_rate_for_ventilation_system_off = catalog_archetype.infiltration_rate_for_ventilation_system_off
+    thermal_archetype.infiltration_rate_area_for_ventilation_system_on = catalog_archetype.infiltration_rate_area_for_ventilation_system_on
+    thermal_archetype.infiltration_rate_area_for_ventilation_system_off = catalog_archetype.infiltration_rate_area_for_ventilation_system_off
     _constructions = []
     for catalog_construction in catalog_archetype.constructions:
       construction = Construction()

hub/imports/construction/palma_physics_parameters.py

@@ -0,0 +1,107 @@
+"""
+PalmaPhysicsParameters import the construction and material information defined by Palma
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Cecilia Pérez Pérez cperez@irec.cat
+"""
+import logging
+
+from hub.catalog_factories.construction_catalog_factory import ConstructionCatalogFactory
+from hub.city_model_structure.building_demand.thermal_archetype import ThermalArchetype
+from hub.city_model_structure.building_demand.construction import Construction
+from hub.city_model_structure.building_demand.layer import Layer
+from hub.helpers.dictionaries import Dictionaries
+from hub.imports.construction.helpers.construction_helper import ConstructionHelper
+
+
+class PalmaPhysicsParameters:
+  """
+  PalmaPhysicsParameters class
+  """
+
+  def __init__(self, city, divide_in_storeys=False):
+    self._city = city
+    self._divide_in_storeys = divide_in_storeys
+    self._climate_zone = ConstructionHelper.city_to_palma_climate_zone(city.climate_reference_city)
+
+  def enrich_buildings(self):
+    """
+    Returns the city with the construction parameters assigned to the buildings
+    """
+    city = self._city
+    palma_catalog = ConstructionCatalogFactory('palma').catalog
+    for building in city.buildings:
+      if building.function not in Dictionaries().hub_function_to_palma_construction_function:
+        logging.error('Building %s has an unknown building function %s', building.name, building.function)
+        continue
+      function = Dictionaries().hub_function_to_palma_construction_function[building.function]
+      try:
+        archetype = self._search_archetype(palma_catalog, function, building.year_of_construction, self._climate_zone)
+
+      except KeyError:
+        logging.error('Building %s has unknown construction archetype for building function: %s '
+                      '[%s], building year of construction: %s and climate zone %s', building.name, function,
+                      building.function, building.year_of_construction, self._climate_zone)
+        continue
+      thermal_archetype = ThermalArchetype()
+      self._assign_values(thermal_archetype, archetype)
+      for internal_zone in building.internal_zones:
+        internal_zone.thermal_archetype = thermal_archetype
+
+  @staticmethod
+  def _search_archetype(nrcan_catalog, function, year_of_construction, climate_zone):
+    nrcan_archetypes = nrcan_catalog.entries('archetypes')
+    for building_archetype in nrcan_archetypes:
+      construction_period_limits = building_archetype.construction_period.split('_')
+      if int(construction_period_limits[0]) <= int(year_of_construction) <= int(construction_period_limits[1]):
+        if str(function) == str(building_archetype.function) and climate_zone == str(building_archetype.climate_zone):
+          return building_archetype
+    raise KeyError('archetype not found')
+
+  @staticmethod
+  def _assign_values(thermal_archetype, catalog_archetype):
+    thermal_archetype.average_storey_height = catalog_archetype.average_storey_height
+    thermal_archetype.extra_loses_due_to_thermal_bridges = catalog_archetype.extra_loses_due_to_thermal_bridges
+    thermal_archetype.thermal_capacity = catalog_archetype.thermal_capacity
+    thermal_archetype.indirect_heated_ratio = 0
+    thermal_archetype.infiltration_rate_for_ventilation_system_on = catalog_archetype.infiltration_rate_for_ventilation_system_on
+    thermal_archetype.infiltration_rate_for_ventilation_system_off = catalog_archetype.infiltration_rate_for_ventilation_system_off
+    thermal_archetype.infiltration_rate_area_for_ventilation_system_on = catalog_archetype.infiltration_rate_area_for_ventilation_system_on
+    thermal_archetype.infiltration_rate_area_for_ventilation_system_off = catalog_archetype.infiltration_rate_area_for_ventilation_system_off
+    _constructions = []
+    for catalog_construction in catalog_archetype.constructions:
+      construction = Construction()
+      construction.type = catalog_construction.type
+      construction.name = catalog_construction.name
+      if catalog_construction.window_ratio is not None:
+        for _orientation in catalog_construction.window_ratio:
+          if catalog_construction.window_ratio[_orientation] is None:
+            catalog_construction.window_ratio[_orientation] = 0
+      construction.window_ratio = catalog_construction.window_ratio
+      _layers = []
+      for layer_archetype in catalog_construction.layers:
+        layer = Layer()
+        layer.thickness = layer_archetype.thickness
+        archetype_material = layer_archetype.material
+        layer.material_name = archetype_material.name
+        layer.no_mass = archetype_material.no_mass
+        if archetype_material.no_mass:
+          layer.thermal_resistance = archetype_material.thermal_resistance
+        else:
+          layer.density = archetype_material.density
+          layer.conductivity = archetype_material.conductivity
+          layer.specific_heat = archetype_material.specific_heat
+        layer.solar_absorptance = archetype_material.solar_absorptance
+        layer.thermal_absorptance = archetype_material.thermal_absorptance
+        layer.visible_absorptance = archetype_material.visible_absorptance
+        _layers.append(layer)
+      construction.layers = _layers
+
+      if catalog_construction.window is not None:
+        window_archetype = catalog_construction.window
+        construction.window_type = window_archetype.name
+        construction.window_frame_ratio = window_archetype.frame_ratio
+        construction.window_g_value = window_archetype.g_value
+        construction.window_overall_u_value = window_archetype.overall_u_value
+      _constructions.append(construction)
+    thermal_archetype.constructions = _constructions

hub/imports/construction_factory.py

@@ -10,6 +10,7 @@ from hub.helpers.utils import validate_import_export_type
 from hub.imports.construction.nrcan_physics_parameters import NrcanPhysicsParameters
 from hub.imports.construction.nrel_physics_parameters import NrelPhysicsParameters
 from hub.imports.construction.eilat_physics_parameters import EilatPhysicsParameters
+from hub.imports.construction.palma_physics_parameters import PalmaPhysicsParameters
 
 
 class ConstructionFactory:
@@ -48,9 +49,20 @@ class ConstructionFactory:
     for building in self._city.buildings:
       building.level_of_detail.construction = 2
 
+  def _palma(self):
+    """
+    Enrich the city by using Palma information
+    """
+    PalmaPhysicsParameters(self._city).enrich_buildings()
+    self._city.level_of_detail.construction = 2
+    for building in self._city.buildings:
+      building.level_of_detail.construction = 2
+
   def enrich(self):
     """
     Enrich the city given to the class using the class given handler
     :return: None
     """
     getattr(self, self._handler, lambda: None)()
+    for building in self._city.buildings:
+      _ = building.thermal_zones_from_internal_zones  # ensure internal zones initialization

hub/imports/energy_systems/montreal_custom_energy_system_parameters.py

@@ -8,15 +8,13 @@ Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
 import logging
 import copy
 
-from pandas import DataFrame
-
 from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory
-from hub.city_model_structure.energy_systems.generic_distribution_system import GenericDistributionSystem
-from hub.city_model_structure.energy_systems.generic_energy_system import GenericEnergySystem
-from hub.city_model_structure.energy_systems.generic_generation_system import GenericGenerationSystem
 from hub.city_model_structure.energy_systems.energy_system import EnergySystem
-from hub.city_model_structure.energy_systems.generation_system import GenerationSystem
 from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem
+from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem
+from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem
+from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem
 from hub.city_model_structure.energy_systems.emission_system import EmissionSystem
 from hub.helpers.dictionaries import Dictionaries
 
@@ -36,10 +34,6 @@ class MontrealCustomEnergySystemParameters:
     """
     city = self._city
     montreal_custom_catalog = EnergySystemsCatalogFactory('montreal_custom').catalog
-    if city.energy_systems_connection_table is None:
-      _energy_systems_connection_table = DataFrame(columns=['Energy System Type', 'Building'])
-    else:
-      _energy_systems_connection_table = city.energy_systems_connection_table
     if city.generic_energy_systems is None:
       _generic_energy_systems = {}
     else:
@@ -53,16 +47,12 @@ class MontrealCustomEnergySystemParameters:
                       archetype_name)
         continue
 
-      _energy_systems_connection_table, _generic_energy_systems = self._create_generic_systems(
-        archetype,
-        building,
-        _energy_systems_connection_table,
-        _generic_energy_systems
-      )
-    city.energy_systems_connection_table = _energy_systems_connection_table
+      if archetype.name not in _generic_energy_systems:
+        _generic_energy_systems = self._create_generic_systems_list(archetype, _generic_energy_systems)
+
     city.generic_energy_systems = _generic_energy_systems
 
-    self._associate_energy_systems(city)
+    self._assign_energy_systems_to_buildings(city)
 
   @staticmethod
   def _search_archetypes(catalog, name):
@@ -72,84 +62,100 @@ class MontrealCustomEnergySystemParameters:
         return building_archetype
     raise KeyError('archetype not found')
 
-  @staticmethod
-  def _create_generic_systems(archetype, building,
-                              _energy_systems_connection_table, _generic_energy_systems):
+  def _create_generic_systems_list(self, archetype, _generic_energy_systems):
     building_systems = []
-    data = [archetype.name, building.name]
-    _energy_systems_connection_table.loc[len(_energy_systems_connection_table)] = data
-    for system in archetype.systems:
-      energy_system = GenericEnergySystem()
+    for archetype_system in archetype.systems:
+      energy_system = EnergySystem()
       _hub_demand_types = []
-      for demand_type in system.demand_types:
+      for demand_type in archetype_system.demand_types:
         _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type])
-      energy_system.name = system.name
+      energy_system.name = archetype_system.name
       energy_system.demand_types = _hub_demand_types
-      _generation_system = GenericGenerationSystem()
-      archetype_generation_equipment = system.generation_system
-      _type = system.name
-      _generation_system.type = Dictionaries().montreal_system_to_hub_energy_generation_system[
-        _type]
-      _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_equipment.fuel_type]
-      _generation_system.fuel_type = _fuel_type
-      _generation_system.source_types = archetype_generation_equipment.source_types
-      _generation_system.heat_efficiency = archetype_generation_equipment.heat_efficiency
-      _generation_system.cooling_efficiency = archetype_generation_equipment.cooling_efficiency
-      _generation_system.electricity_efficiency = archetype_generation_equipment.electricity_efficiency
-      _generation_system.source_temperature = archetype_generation_equipment.source_temperature
-      _generation_system.source_mass_flow = archetype_generation_equipment.source_mass_flow
-      _generation_system.storage = archetype_generation_equipment.storage
-      _generation_system.auxiliary_equipment = None
-
-      energy_system.generation_system = _generation_system
-
-      _distribution_system = GenericDistributionSystem()
-      archetype_distribution_equipment = system.distribution_system
-      _distribution_system.type = archetype_distribution_equipment.type
-      _distribution_system.supply_temperature = archetype_distribution_equipment.supply_temperature
-      _distribution_system.distribution_consumption_fix_flow = \
-        archetype_distribution_equipment.distribution_consumption_fix_flow
-      _distribution_system.distribution_consumption_variable_flow = \
-        archetype_distribution_equipment.distribution_consumption_variable_flow
-      _distribution_system.heat_losses = archetype_distribution_equipment.heat_losses
-
-      energy_system.distribution_system = _distribution_system
-
+      energy_system.generation_systems = self._create_generation_systems(archetype_system)
+      energy_system.distribution_systems = self._create_distribution_systems(archetype_system)
       building_systems.append(energy_system)
-    if archetype.name not in _generic_energy_systems:
+
     _generic_energy_systems[archetype.name] = building_systems
 
-    return _energy_systems_connection_table, _generic_energy_systems
+    return _generic_energy_systems
 
   @staticmethod
-  def _associate_energy_systems(city):
-    energy_systems_connection = city.energy_systems_connection_table
+  def _create_generation_systems(archetype_system):
+    _generation_systems = []
+    for archetype_generation_system in archetype_system.generation_systems:
+      if archetype_generation_system.system_type == 'Photovoltaic':
+        _generation_system = PvGenerationSystem()
+        _type = 'Photovoltaic'
+        _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[
+          _type]
+        _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+        _generation_system.fuel_type = _fuel_type
+        _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+        _generic_storage_system = None
+        if archetype_generation_system.energy_storage_systems is not None:
+          _generic_storage_system = ElectricalStorageSystem()
+          _generic_storage_system.type_energy_stored = 'electrical'
+        _generation_system.energy_storage_systems = [_generic_storage_system]
+      else:
+        _generation_system = NonPvGenerationSystem()
+        _type = archetype_generation_system.system_type
+        _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[
+          _type]
+        _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+        _generation_system.fuel_type = _fuel_type
+        _generation_system.source_types = archetype_generation_system.source_medium
+        _generation_system.heat_efficiency = archetype_generation_system.heat_efficiency
+        _generation_system.cooling_efficiency = archetype_generation_system.cooling_efficiency
+        _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+        _generic_storage_system = None
+        if archetype_generation_system.energy_storage_systems is not None:
+          _storage_systems = []
+          for storage_system in archetype_generation_system.energy_storage_systems:
+            if storage_system.type_energy_stored == 'electrical':
+              _generic_storage_system = ElectricalStorageSystem()
+              _generic_storage_system.type_energy_stored = 'electrical'
+            else:
+              _generic_storage_system = ThermalStorageSystem()
+              _generic_storage_system.type_energy_stored = storage_system.type_energy_stored
+              _generic_storage_system.height = storage_system.height
+              _generic_storage_system.layers = storage_system.layers
+              _generic_storage_system.storage_medium = storage_system.storage_medium
+            _storage_systems.append(_generic_storage_system)
+          _generation_system.energy_storage_systems = _storage_systems
+      _generation_systems.append(_generation_system)
+    return _generation_systems
+
+  @staticmethod
+  def _create_distribution_systems(archetype_system):
+    _distribution_systems = []
+    for archetype_distribution_system in archetype_system.distribution_systems:
+      _distribution_system = DistributionSystem()
+      _distribution_system.type = archetype_distribution_system.type
+      _distribution_system.distribution_consumption_fix_flow = \
+        archetype_distribution_system.distribution_consumption_fix_flow
+      _distribution_system.distribution_consumption_variable_flow = \
+        archetype_distribution_system.distribution_consumption_variable_flow
+      _distribution_system.heat_losses = archetype_distribution_system.heat_losses
+      _emission_system = None
+      if archetype_distribution_system.emission_systems is not None:
+        _emission_systems = []
+        for emission_system in archetype_distribution_system.emission_systems:
+          _emission_system = EmissionSystem()
+          _emission_system.parasitic_energy_consumption = emission_system.parasitic_energy_consumption
+          _emission_systems.append(_emission_system)
+      _distribution_system.emission_systems = _emission_systems
+      _distribution_systems.append(_distribution_system)
+    return _distribution_systems
+
+  @staticmethod
+  def _assign_energy_systems_to_buildings(city):
     for building in city.buildings:
       _building_energy_systems = []
-      energy_systems = energy_systems_connection['Energy System Type'][
-        energy_systems_connection['Building'] == building.name]
-      for energy_system in energy_systems:
-        if str(energy_system) == 'nan':
+      energy_systems_cluster_name = building.energy_systems_archetype_name
+      if str(energy_systems_cluster_name) == 'nan':
         break
-        _generic_building_energy_systems = city.generic_energy_systems[energy_system]
+      _generic_building_energy_systems = city.generic_energy_systems[energy_systems_cluster_name]
       for _generic_building_energy_system in _generic_building_energy_systems:
-          _building_energy_equipment = EnergySystem()
-          _building_energy_equipment.name = _generic_building_energy_system.name
-          _building_energy_equipment.demand_types = _generic_building_energy_system.demand_types
+        _building_energy_systems.append(copy.deepcopy(_generic_building_energy_system))
 
-          _building_distribution_system = DistributionSystem()
-          _building_distribution_system.generic_distribution_system = \
-            copy.deepcopy(_generic_building_energy_system.distribution_system)
-          _building_emission_system = EmissionSystem()
-          _building_emission_system.generic_emission_system = \
-            copy.deepcopy(_generic_building_energy_system.emission_system)
-          _building_generation_system = GenerationSystem()
-          _building_generation_system.generic_generation_system = \
-            copy.deepcopy(_generic_building_energy_system.generation_system)
-
-          _building_energy_equipment.generation_system = _building_generation_system
-          _building_energy_equipment.distribution_system = _building_distribution_system
-          _building_energy_equipment.emission_system = _building_emission_system
-
-          _building_energy_systems.append(_building_energy_equipment)
       building.energy_systems = _building_energy_systems

hub/imports/energy_systems/montreal_future_energy_systems_parameters.py

@@ -0,0 +1,210 @@
+"""
+Montreal future system importer
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+
+"""
+
+import logging
+import copy
+
+from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory
+from hub.city_model_structure.energy_systems.energy_system import EnergySystem
+from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem
+from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem
+from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem
+from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.city_model_structure.energy_systems.emission_system import EmissionSystem
+from hub.helpers.dictionaries import Dictionaries
+
+
+class MontrealFutureEnergySystemParameters:
+  """
+  MontrealCustomEnergySystemParameters class
+  """
+
+  def __init__(self, city):
+    self._city = city
+
+  def enrich_buildings(self):
+    """
+    Returns the city with the system parameters assigned to the buildings
+    :return:
+    """
+    city = self._city
+    montreal_custom_catalog = EnergySystemsCatalogFactory('montreal_future').catalog
+    if city.generic_energy_systems is None:
+      _generic_energy_systems = {}
+    else:
+      _generic_energy_systems = city.generic_energy_systems
+    for building in city.buildings:
+      archetype_name = building.energy_systems_archetype_name
+      try:
+        archetype = self._search_archetypes(montreal_custom_catalog, archetype_name)
+      except KeyError:
+        logging.error('Building %s has unknown energy system archetype for system name %s', building.name,
+                      archetype_name)
+        continue
+
+      if archetype.name not in _generic_energy_systems:
+        _generic_energy_systems = self._create_generic_systems_list(archetype, _generic_energy_systems)
+
+    city.generic_energy_systems = _generic_energy_systems
+
+    self._assign_energy_systems_to_buildings(city)
+
+  @staticmethod
+  def _search_archetypes(catalog, name):
+    archetypes = catalog.entries('archetypes')
+    for building_archetype in archetypes:
+      if str(name) == str(building_archetype.name):
+        return building_archetype
+    raise KeyError('archetype not found')
+
+  def _create_generic_systems_list(self, archetype, _generic_energy_systems):
+    building_systems = []
+    for archetype_system in archetype.systems:
+      energy_system = EnergySystem()
+      _hub_demand_types = []
+      for demand_type in archetype_system.demand_types:
+        _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type])
+      energy_system.name = archetype_system.name
+      energy_system.demand_types = _hub_demand_types
+      energy_system.configuration_schema = archetype_system.configuration_schema
+      energy_system.generation_systems = self._create_generation_systems(archetype_system)
+      if energy_system.distribution_systems is not None:
+        energy_system.distribution_systems = self._create_distribution_systems(archetype_system)
+      building_systems.append(energy_system)
+
+    _generic_energy_systems[archetype.name] = building_systems
+
+    return _generic_energy_systems
+
+  def _create_generation_systems(self, archetype_system):
+    _generation_systems = []
+    archetype_generation_systems = archetype_system.generation_systems
+    if archetype_generation_systems is not None:
+      for archetype_generation_system in archetype_system.generation_systems:
+        if archetype_generation_system.system_type == 'Photovoltaic':
+          _generation_system = PvGenerationSystem()
+          _generation_system.name = archetype_generation_system.name
+          _generation_system.model_name = archetype_generation_system.model_name
+          _generation_system.manufacturer = archetype_generation_system.manufacturer
+          _type = archetype_generation_system.system_type
+          _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]
+          _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+          _generation_system.fuel_type = _fuel_type
+          _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+          _generation_system.nominal_electricity_output = archetype_generation_system.nominal_electricity_output
+          _generation_system.nominal_ambient_temperature = archetype_generation_system.nominal_ambient_temperature
+          _generation_system.nominal_cell_temperature = archetype_generation_system.nominal_cell_temperature
+          _generation_system.nominal_radiation = archetype_generation_system.nominal_radiation
+          _generation_system.standard_test_condition_cell_temperature = archetype_generation_system.standard_test_condition_cell_temperature
+          _generation_system.standard_test_condition_maximum_power = archetype_generation_system.standard_test_condition_maximum_power
+          _generation_system.cell_temperature_coefficient = archetype_generation_system.cell_temperature_coefficient
+          _generation_system.width = archetype_generation_system.width
+          _generation_system.height = archetype_generation_system.height
+          _generation_system.tilt_angle = self._city.latitude
+          _generic_storage_system = None
+          if archetype_generation_system.energy_storage_systems is not None:
+            _generic_storage_system = ElectricalStorageSystem()
+            _generic_storage_system.type_energy_stored = 'electrical'
+          _generation_system.energy_storage_systems = [_generic_storage_system]
+        else:
+          _generation_system = NonPvGenerationSystem()
+          _generation_system.name = archetype_generation_system.name
+          _generation_system.model_name = archetype_generation_system.model_name
+          _generation_system.manufacturer = archetype_generation_system.manufacturer
+          _type = archetype_generation_system.system_type
+          _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]
+          _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+          _generation_system.fuel_type = _fuel_type
+          _generation_system.nominal_heat_output = archetype_generation_system.nominal_heat_output
+          _generation_system.nominal_cooling_output = archetype_generation_system.nominal_cooling_output
+          _generation_system.maximum_heat_output = archetype_generation_system.maximum_heat_output
+          _generation_system.minimum_heat_output = archetype_generation_system.minimum_heat_output
+          _generation_system.maximum_cooling_output = archetype_generation_system.maximum_cooling_output
+          _generation_system.minimum_cooling_output = archetype_generation_system.minimum_cooling_output
+          _generation_system.source_temperature = archetype_generation_system.source_temperature
+          _generation_system.source_mass_flow = archetype_generation_system.source_mass_flow
+          _generation_system.supply_medium = archetype_generation_system.supply_medium
+          _generation_system.maximum_heat_supply_temperature = archetype_generation_system.maximum_heat_supply_temperature
+          _generation_system.maximum_cooling_supply_temperature = archetype_generation_system.maximum_cooling_supply_temperature
+          _generation_system.minimum_heat_supply_temperature = archetype_generation_system.minimum_heat_supply_temperature
+          _generation_system.minimum_cooling_supply_temperature = archetype_generation_system.minimum_cooling_supply_temperature
+          _generation_system.heat_output_curve = archetype_generation_system.heat_output_curve
+          _generation_system.heat_fuel_consumption_curve = archetype_generation_system.heat_fuel_consumption_curve
+          _generation_system.heat_efficiency_curve = archetype_generation_system.heat_efficiency_curve
+          _generation_system.cooling_output_curve = archetype_generation_system.cooling_output_curve
+          _generation_system.cooling_fuel_consumption_curve = archetype_generation_system.cooling_fuel_consumption_curve
+          _generation_system.cooling_efficiency_curve = archetype_generation_system.cooling_efficiency_curve
+          _generation_system.domestic_hot_water = archetype_generation_system.domestic_hot_water
+          _generation_system.nominal_electricity_output = archetype_generation_system.nominal_electricity_output
+          _generation_system.source_medium = archetype_generation_system.source_medium
+          _generation_system.heat_efficiency = archetype_generation_system.heat_efficiency
+          _generation_system.cooling_efficiency = archetype_generation_system.cooling_efficiency
+          _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+          _generation_system.reversibility = archetype_generation_system.reversibility
+          _generic_storage_system = None
+          if archetype_generation_system.energy_storage_systems is not None:
+            _storage_systems = []
+            for storage_system in archetype_generation_system.energy_storage_systems:
+              if storage_system.type_energy_stored == 'electrical':
+                _generic_storage_system = ElectricalStorageSystem()
+                _generic_storage_system.type_energy_stored = 'electrical'
+              else:
+                _generic_storage_system = ThermalStorageSystem()
+                _generic_storage_system.type_energy_stored = storage_system.type_energy_stored
+                _generic_storage_system.height = storage_system.height
+                _generic_storage_system.layers = storage_system.layers
+                _generic_storage_system.storage_medium = storage_system.storage_medium
+                _generic_storage_system.heating_coil_capacity = storage_system.heating_coil_capacity
+              _storage_systems.append(_generic_storage_system)
+            _generation_system.energy_storage_systems = _storage_systems
+          if archetype_generation_system.domestic_hot_water:
+            _generation_system.domestic_hot_water = True
+          if archetype_generation_system.reversibility:
+            _generation_system.reversibility = True
+          if archetype_generation_system.simultaneous_heat_cold:
+            _generation_system.simultaneous_heat_cold = True
+        _generation_systems.append(_generation_system)
+    return _generation_systems
+
+  @staticmethod
+  def _create_distribution_systems(archetype_system):
+    _distribution_systems = []
+    archetype_distribution_systems = archetype_system.distribution_systems
+    if archetype_distribution_systems is not None:
+      for archetype_distribution_system in archetype_system.distribution_systems:
+        _distribution_system = DistributionSystem()
+        _distribution_system.type = archetype_distribution_system.type
+        _distribution_system.distribution_consumption_fix_flow = \
+          archetype_distribution_system.distribution_consumption_fix_flow
+        _distribution_system.distribution_consumption_variable_flow = \
+          archetype_distribution_system.distribution_consumption_variable_flow
+        _distribution_system.heat_losses = archetype_distribution_system.heat_losses
+        _emission_system = None
+        if archetype_distribution_system.emission_systems is not None:
+          _emission_systems = []
+          for emission_system in archetype_distribution_system.emission_systems:
+            _emission_system = EmissionSystem()
+            _emission_system.parasitic_energy_consumption = emission_system.parasitic_energy_consumption
+            _emission_systems.append(_emission_system)
+        _distribution_system.emission_systems = _emission_systems
+        _distribution_systems.append(_distribution_system)
+      return _distribution_systems
+
+  @staticmethod
+  def _assign_energy_systems_to_buildings(city):
+    for building in city.buildings:
+      _building_energy_systems = []
+      energy_systems_cluster_name = building.energy_systems_archetype_name
+      if str(energy_systems_cluster_name) == 'nan':
+        break
+      _generic_building_energy_systems = city.generic_energy_systems[energy_systems_cluster_name]
+      for _generic_building_energy_system in _generic_building_energy_systems:
+        _building_energy_systems.append(copy.deepcopy(_generic_building_energy_system))
+
+      building.energy_systems = _building_energy_systems

hub/imports/energy_systems/north_america_custom_energy_system_parameters.py

@@ -0,0 +1,157 @@
+"""
+Energy System catalog heat generation system
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Code contributors: Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+
+import logging
+import copy
+
+from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory
+from hub.city_model_structure.energy_systems.energy_system import EnergySystem
+from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem
+from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem
+from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem
+from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.city_model_structure.energy_systems.emission_system import EmissionSystem
+from hub.helpers.dictionaries import Dictionaries
+
+
+class NorthAmericaCustomEnergySystemParameters:
+  """
+  MontrealCustomEnergySystemParameters class
+  """
+
+  def __init__(self, city):
+    self._city = city
+
+  def enrich_buildings(self):
+    """
+    Returns the city with the system parameters assigned to the buildings
+    :return:
+    """
+    city = self._city
+    montreal_custom_catalog = EnergySystemsCatalogFactory('north_america').catalog
+    if city.generic_energy_systems is None:
+      _generic_energy_systems = {}
+    else:
+      _generic_energy_systems = city.generic_energy_systems
+    for building in city.buildings:
+      archetype_name = building.energy_systems_archetype_name
+      try:
+        archetype = self._search_archetypes(montreal_custom_catalog, archetype_name)
+      except KeyError:
+        logging.error('Building %s has unknown energy system archetype for system name %s', building.name,
+                      archetype_name)
+        continue
+
+      if archetype.name not in _generic_energy_systems:
+        _generic_energy_systems = self._create_generic_systems_list(archetype, _generic_energy_systems)
+
+    city.generic_energy_systems = _generic_energy_systems
+
+    self._assign_energy_systems_to_buildings(city)
+
+  @staticmethod
+  def _search_archetypes(catalog, name):
+    archetypes = catalog.entries('archetypes')
+    for building_archetype in archetypes:
+      if str(name) == str(building_archetype.name):
+        return building_archetype
+    raise KeyError('archetype not found')
+
+  def _create_generic_systems_list(self, archetype, _generic_energy_systems):
+    building_systems = []
+    for archetype_system in archetype.systems:
+      energy_system = EnergySystem()
+      _hub_demand_types = []
+      for demand_type in archetype_system.demand_types:
+        _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type])
+      energy_system.name = archetype_system.name
+      energy_system.demand_types = _hub_demand_types
+      energy_system.configuration_schema = archetype_system.configuration_schema
+      energy_system.generation_systems = self._create_generation_systems(archetype_system)
+      if energy_system.distribution_systems is not None:
+        energy_system.distribution_systems = self._create_distribution_systems(archetype_system)
+      building_systems.append(energy_system)
+
+    _generic_energy_systems[archetype.name] = building_systems
+
+    return _generic_energy_systems
+
+  @staticmethod
+  def _create_generation_systems(archetype_system):
+    _generation_systems = []
+    for archetype_generation_system in archetype_system.generation_systems:
+      if archetype_generation_system.system_type == 'PV system':
+        _generation_system = PvGenerationSystem()
+        _type = 'PV system'
+        _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]
+        _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+        _generation_system.fuel_type = _fuel_type
+        _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+        _generic_storage_system = None
+        if archetype_generation_system.energy_storage_systems is not None:
+          _generic_storage_system = ElectricalStorageSystem()
+          _generic_storage_system.type_energy_stored = 'electrical'
+        _generation_system.energy_storage_systems = [_generic_storage_system]
+      else:
+        _generation_system = NonPvGenerationSystem()
+        _type = archetype_generation_system.system_type
+        _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]
+        _fuel_type = Dictionaries().north_america_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+        _generation_system.fuel_type = _fuel_type
+        _generation_system.source_types = archetype_generation_system.source_medium
+        _generation_system.heat_efficiency = archetype_generation_system.heat_efficiency
+        _generation_system.cooling_efficiency = archetype_generation_system.cooling_efficiency
+        _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+        _generic_storage_system = None
+        if archetype_generation_system.energy_storage_systems is not None:
+          _storage_systems = []
+          for storage_system in archetype_generation_system.energy_storage_systems:
+            if storage_system.type_energy_stored == 'electrical':
+              _generic_storage_system = ElectricalStorageSystem()
+              _generic_storage_system.type_energy_stored = 'electrical'
+            else:
+              _generic_storage_system = ThermalStorageSystem()
+              _generic_storage_system.type_energy_stored = 'thermal'
+            _storage_systems.append(_generic_storage_system)
+          _generation_system.energy_storage_systems = [_storage_systems]
+        if archetype_generation_system.dual_supply_capability:
+          _generation_system.dual_supply_capability = True
+      _generation_systems.append(_generation_system)
+    return _generation_systems
+
+  @staticmethod
+  def _create_distribution_systems(archetype_system):
+    _distribution_systems = []
+    for archetype_distribution_system in archetype_system.distribution_systems:
+      _distribution_system = DistributionSystem()
+      _distribution_system.type = archetype_distribution_system.type
+      _distribution_system.distribution_consumption_fix_flow = \
+        archetype_distribution_system.distribution_consumption_fix_flow
+      _distribution_system.distribution_consumption_variable_flow = \
+        archetype_distribution_system.distribution_consumption_variable_flow
+      _distribution_system.heat_losses = archetype_distribution_system.heat_losses
+      _emission_system = None
+      if archetype_distribution_system.emission_systems is not None:
+        _emission_system = EmissionSystem()
+      _distribution_system.emission_systems = [_emission_system]
+      _distribution_systems.append(_distribution_system)
+    return _distribution_systems
+
+  @staticmethod
+  def _assign_energy_systems_to_buildings(city):
+    for building in city.buildings:
+      _building_energy_systems = []
+      energy_systems_cluster_name = building.energy_systems_archetype_name
+      if str(energy_systems_cluster_name) == 'nan':
+        break
+      _generic_building_energy_systems = city.generic_energy_systems[energy_systems_cluster_name]
+      for _generic_building_energy_system in _generic_building_energy_systems:
+        _building_energy_systems.append(copy.deepcopy(_generic_building_energy_system))
+
+      building.energy_systems = _building_energy_systems

hub/imports/energy_systems/palma_energy_systems_parameters.py

@@ -0,0 +1,216 @@
+"""
+Montreal future system importer
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2023 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+
+"""
+
+import logging
+import copy
+
+from hub.catalog_factories.energy_systems_catalog_factory import EnergySystemsCatalogFactory
+from hub.city_model_structure.energy_systems.energy_system import EnergySystem
+from hub.city_model_structure.energy_systems.distribution_system import DistributionSystem
+from hub.city_model_structure.energy_systems.non_pv_generation_system import NonPvGenerationSystem
+from hub.city_model_structure.energy_systems.pv_generation_system import PvGenerationSystem
+from hub.city_model_structure.energy_systems.electrical_storage_system import ElectricalStorageSystem
+from hub.city_model_structure.energy_systems.thermal_storage_system import ThermalStorageSystem
+from hub.city_model_structure.energy_systems.emission_system import EmissionSystem
+from hub.helpers.dictionaries import Dictionaries
+
+
+class PalmaEnergySystemParameters:
+  """
+  MontrealCustomEnergySystemParameters class
+  """
+
+  def __init__(self, city):
+    self._city = city
+
+  def enrich_buildings(self):
+    """
+    Returns the city with the system parameters assigned to the buildings
+    :return:
+    """
+    city = self._city
+    montreal_custom_catalog = EnergySystemsCatalogFactory('palma').catalog
+    if city.generic_energy_systems is None:
+      _generic_energy_systems = {}
+    else:
+      _generic_energy_systems = city.generic_energy_systems
+    for building in city.buildings:
+      archetype_name = building.energy_systems_archetype_name
+      try:
+        archetype = self._search_archetypes(montreal_custom_catalog, archetype_name)
+      except KeyError:
+        logging.error('Building %s has unknown energy system archetype for system name %s', building.name,
+                      archetype_name)
+        continue
+
+      if archetype.name not in _generic_energy_systems:
+        _generic_energy_systems = self._create_generic_systems_list(archetype, _generic_energy_systems)
+
+    city.generic_energy_systems = _generic_energy_systems
+
+    self._assign_energy_systems_to_buildings(city)
+
+  @staticmethod
+  def _search_archetypes(catalog, name):
+    archetypes = catalog.entries('archetypes')
+    for building_archetype in archetypes:
+      if str(name) == str(building_archetype.name):
+        return building_archetype
+    raise KeyError('archetype not found')
+
+  def _create_generic_systems_list(self, archetype, _generic_energy_systems):
+    building_systems = []
+    for archetype_system in archetype.systems:
+      energy_system = EnergySystem()
+      _hub_demand_types = []
+      for demand_type in archetype_system.demand_types:
+        _hub_demand_types.append(Dictionaries().montreal_demand_type_to_hub_energy_demand_type[demand_type])
+      energy_system.name = archetype_system.name
+      energy_system.demand_types = _hub_demand_types
+      energy_system.configuration_schema = archetype_system.configuration_schema
+      energy_system.generation_systems = self._create_generation_systems(archetype_system)
+      if energy_system.distribution_systems is not None:
+        energy_system.distribution_systems = self._create_distribution_systems(archetype_system)
+      building_systems.append(energy_system)
+
+    _generic_energy_systems[archetype.name] = building_systems
+
+    return _generic_energy_systems
+
+  def _create_generation_systems(self, archetype_system):
+    _generation_systems = []
+    archetype_generation_systems = archetype_system.generation_systems
+    if archetype_generation_systems is not None:
+      for archetype_generation_system in archetype_system.generation_systems:
+        if archetype_generation_system.system_type == 'Photovoltaic':
+          _generation_system = PvGenerationSystem()
+          _generation_system.name = archetype_generation_system.name
+          _generation_system.model_name = archetype_generation_system.model_name
+          _generation_system.manufacturer = archetype_generation_system.manufacturer
+          _type = archetype_generation_system.system_type
+          _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]
+          _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+          _generation_system.fuel_type = _fuel_type
+          _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+          _generation_system.nominal_electricity_output = archetype_generation_system.nominal_electricity_output
+          _generation_system.nominal_ambient_temperature = archetype_generation_system.nominal_ambient_temperature
+          _generation_system.nominal_cell_temperature = archetype_generation_system.nominal_cell_temperature
+          _generation_system.nominal_radiation = archetype_generation_system.nominal_radiation
+          _generation_system.standard_test_condition_cell_temperature = archetype_generation_system.standard_test_condition_cell_temperature
+          _generation_system.standard_test_condition_maximum_power = archetype_generation_system.standard_test_condition_maximum_power
+          _generation_system.standard_test_condition_radiation = archetype_generation_system.standard_test_condition_radiation
+          _generation_system.cell_temperature_coefficient = archetype_generation_system.cell_temperature_coefficient
+          _generation_system.width = archetype_generation_system.width
+          _generation_system.height = archetype_generation_system.height
+          _generation_system.tilt_angle = self._city.latitude
+          _generic_storage_system = None
+          if archetype_generation_system.energy_storage_systems is not None:
+            _storage_systems = []
+            for storage_system in archetype_generation_system.energy_storage_systems:
+              if storage_system.type_energy_stored == 'electrical':
+                _generic_storage_system = ElectricalStorageSystem()
+                _generic_storage_system.type_energy_stored = 'electrical'
+              _storage_systems.append(_generic_storage_system)
+            _generation_system.energy_storage_systems = _storage_systems
+
+        else:
+          _generation_system = NonPvGenerationSystem()
+          _generation_system.name = archetype_generation_system.name
+          _generation_system.model_name = archetype_generation_system.model_name
+          _generation_system.manufacturer = archetype_generation_system.manufacturer
+          _type = archetype_generation_system.system_type
+          _generation_system.system_type = Dictionaries().montreal_generation_system_to_hub_energy_generation_system[_type]
+          _fuel_type = Dictionaries().montreal_custom_fuel_to_hub_fuel[archetype_generation_system.fuel_type]
+          _generation_system.fuel_type = _fuel_type
+          _generation_system.nominal_heat_output = archetype_generation_system.nominal_heat_output
+          _generation_system.nominal_cooling_output = archetype_generation_system.nominal_cooling_output
+          _generation_system.maximum_heat_output = archetype_generation_system.maximum_heat_output
+          _generation_system.minimum_heat_output = archetype_generation_system.minimum_heat_output
+          _generation_system.maximum_cooling_output = archetype_generation_system.maximum_cooling_output
+          _generation_system.minimum_cooling_output = archetype_generation_system.minimum_cooling_output
+          _generation_system.source_temperature = archetype_generation_system.source_temperature
+          _generation_system.source_mass_flow = archetype_generation_system.source_mass_flow
+          _generation_system.supply_medium = archetype_generation_system.supply_medium
+          _generation_system.maximum_heat_supply_temperature = archetype_generation_system.maximum_heat_supply_temperature
+          _generation_system.maximum_cooling_supply_temperature = archetype_generation_system.maximum_cooling_supply_temperature
+          _generation_system.minimum_heat_supply_temperature = archetype_generation_system.minimum_heat_supply_temperature
+          _generation_system.minimum_cooling_supply_temperature = archetype_generation_system.minimum_cooling_supply_temperature
+          _generation_system.heat_output_curve = archetype_generation_system.heat_output_curve
+          _generation_system.heat_fuel_consumption_curve = archetype_generation_system.heat_fuel_consumption_curve
+          _generation_system.heat_efficiency_curve = archetype_generation_system.heat_efficiency_curve
+          _generation_system.cooling_output_curve = archetype_generation_system.cooling_output_curve
+          _generation_system.cooling_fuel_consumption_curve = archetype_generation_system.cooling_fuel_consumption_curve
+          _generation_system.cooling_efficiency_curve = archetype_generation_system.cooling_efficiency_curve
+          _generation_system.domestic_hot_water = archetype_generation_system.domestic_hot_water
+          _generation_system.nominal_electricity_output = archetype_generation_system.nominal_electricity_output
+          _generation_system.source_medium = archetype_generation_system.source_medium
+          _generation_system.heat_efficiency = archetype_generation_system.heat_efficiency
+          _generation_system.cooling_efficiency = archetype_generation_system.cooling_efficiency
+          _generation_system.electricity_efficiency = archetype_generation_system.electricity_efficiency
+          _generation_system.reversibility = archetype_generation_system.reversibility
+          _generic_storage_system = None
+          if archetype_generation_system.energy_storage_systems is not None:
+            _storage_systems = []
+            for storage_system in archetype_generation_system.energy_storage_systems:
+              if storage_system.type_energy_stored == 'electrical':
+                _generic_storage_system = ElectricalStorageSystem()
+                _generic_storage_system.type_energy_stored = 'electrical'
+              else:
+                _generic_storage_system = ThermalStorageSystem()
+                _generic_storage_system.type_energy_stored = storage_system.type_energy_stored
+                _generic_storage_system.height = storage_system.height
+                _generic_storage_system.layers = storage_system.layers
+                _generic_storage_system.storage_medium = storage_system.storage_medium
+                _generic_storage_system.heating_coil_capacity = storage_system.heating_coil_capacity
+              _storage_systems.append(_generic_storage_system)
+            _generation_system.energy_storage_systems = _storage_systems
+          if archetype_generation_system.domestic_hot_water:
+            _generation_system.domestic_hot_water = True
+          if archetype_generation_system.reversibility:
+            _generation_system.reversibility = True
+          if archetype_generation_system.simultaneous_heat_cold:
+            _generation_system.simultaneous_heat_cold = True
+        _generation_systems.append(_generation_system)
+    return _generation_systems
+
+  @staticmethod
+  def _create_distribution_systems(archetype_system):
+    _distribution_systems = []
+    archetype_distribution_systems = archetype_system.distribution_systems
+    if archetype_distribution_systems is not None:
+      for archetype_distribution_system in archetype_system.distribution_systems:
+        _distribution_system = DistributionSystem()
+        _distribution_system.type = archetype_distribution_system.type
+        _distribution_system.distribution_consumption_fix_flow = \
+          archetype_distribution_system.distribution_consumption_fix_flow
+        _distribution_system.distribution_consumption_variable_flow = \
+          archetype_distribution_system.distribution_consumption_variable_flow
+        _distribution_system.heat_losses = archetype_distribution_system.heat_losses
+        _generic_emission_system = None
+        if archetype_distribution_system.emission_systems is not None:
+          _emission_systems = []
+          for emission_system in archetype_distribution_system.emission_systems:
+            _generic_emission_system = EmissionSystem()
+            _generic_emission_system.parasitic_energy_consumption = emission_system.parasitic_energy_consumption
+            _emission_systems.append(_generic_emission_system)
+          _distribution_system.emission_systems = _emission_systems
+        _distribution_systems.append(_distribution_system)
+      return _distribution_systems
+
+  @staticmethod
+  def _assign_energy_systems_to_buildings(city):
+    for building in city.buildings:
+      _building_energy_systems = []
+      energy_systems_cluster_name = building.energy_systems_archetype_name
+      if str(energy_systems_cluster_name) == 'nan':
+        break
+      _generic_building_energy_systems = city.generic_energy_systems[energy_systems_cluster_name]
+      for _generic_building_energy_system in _generic_building_energy_systems:
+        _building_energy_systems.append(copy.deepcopy(_generic_building_energy_system))
+
+      building.energy_systems = _building_energy_systems

hub/imports/energy_systems_factory.py

@@ -9,7 +9,9 @@ from pathlib import Path
 
 from hub.helpers.utils import validate_import_export_type
 from hub.imports.energy_systems.montreal_custom_energy_system_parameters import MontrealCustomEnergySystemParameters
-
+from hub.imports.energy_systems.north_america_custom_energy_system_parameters import NorthAmericaCustomEnergySystemParameters
+from hub.imports.energy_systems.montreal_future_energy_systems_parameters import MontrealFutureEnergySystemParameters
+from hub.imports.energy_systems.palma_energy_systems_parameters import PalmaEnergySystemParameters
 
 class EnergySystemsFactory:
   """
@@ -33,6 +35,33 @@ class EnergySystemsFactory:
     for building in self._city.buildings:
       building.level_of_detail.energy_systems = 1
 
+  def _north_america(self):
+    """
+    Enrich the city by using north america custom energy systems catalog information
+    """
+    NorthAmericaCustomEnergySystemParameters(self._city).enrich_buildings()
+    self._city.level_of_detail.energy_systems = 2
+    for building in self._city.buildings:
+      building.level_of_detail.energy_systems = 2
+
+  def _montreal_future(self):
+    """
+    Enrich the city by using north america custom energy systems catalog information
+    """
+    MontrealFutureEnergySystemParameters(self._city).enrich_buildings()
+    self._city.level_of_detail.energy_systems = 2
+    for building in self._city.buildings:
+      building.level_of_detail.energy_systems = 2
+
+  def _palma(self):
+    """
+    Enrich the city by using north america custom energy systems catalog information
+    """
+    PalmaEnergySystemParameters(self._city).enrich_buildings()
+    self._city.level_of_detail.energy_systems = 2
+    for building in self._city.buildings:
+      building.level_of_detail.energy_systems = 2
+
   def enrich(self):
     """
     Enrich the city given to the class using the class given handler

hub/imports/geometry/geojson.py

@@ -127,6 +127,27 @@ class Geojson:
         function = None
         if self._function_field is not None:
           function = str(feature['properties'][self._function_field])
+          if function == 'Mixed use' or function == 'mixed use':
+            function_parts = []
+            if 'usages' in feature['properties']:
+              usages = feature['properties']['usages']
+              for usage in usages:
+                if self._function_to_hub is not None and usage['usage'] in self._function_to_hub:
+                  function_parts.append(f"{usage['percentage']}-{self._function_to_hub[usage['usage']]}")
+                else:
+                  function_parts.append(f"{usage['percentage']}-{usage['usage']}")
+            else:
+              for key, value in feature['properties'].items():
+                if key.startswith("mixed_type_") and not key.endswith("_percentage"):
+                  type_key = key
+                  percentage_key = f"{key}_percentage"
+                  if percentage_key in feature['properties']:
+                    if self._function_to_hub is not None and feature['properties'][type_key] in self._function_to_hub:
+                      usage_function = self._function_to_hub[feature['properties'][type_key]]
+                      function_parts.append(f"{feature['properties'][percentage_key]}-{usage_function}")
+                    else:
+                      function_parts.append(f"{feature['properties'][percentage_key]}-{feature['properties'][type_key]}")
+            function = "_".join(function_parts)
           if self._function_to_hub is not None:
             # use the transformation dictionary to retrieve the proper function
             if function in self._function_to_hub:
@@ -135,6 +156,8 @@ class Geojson:
         building_aliases = []
         if 'id' in feature:
           building_name = feature['id']
+        elif 'id' in feature['properties']:
+          building_name = feature['properties']['id']
         else:
           building_name = uuid.uuid4()
         if self._aliases_field is not None:

hub/imports/results/energy_plus.py

@@ -0,0 +1,105 @@
+"""
+Insel monthly energy balance
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Project collaborator Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+from pathlib import Path
+import csv
+
+from hub.helpers.monthly_values import MonthlyValues
+import hub.helpers.constants as cte
+
+
+class EnergyPlus:
+  """
+  Energy plus class
+  """
+  def __init__(self, city, base_path):
+    self._city = city
+    self._base_path = base_path
+
+  @staticmethod
+  def _building_energy_demands(energy_plus_output_file_path):
+    with open(Path(energy_plus_output_file_path).resolve(), 'r', encoding='utf8') as csv_file:
+      csv_output = csv.reader(csv_file)
+      headers = next(csv_output)
+      building_energy_demands = {
+                                  'Heating (J)': [],
+                                  'Cooling (J)': [],
+                                  'DHW (J)': [],
+                                  'Appliances (J)': [],
+                                  'Lighting (J)': []
+                                }
+      heating_column_index = []
+      cooling_column_index = []
+      dhw_column_index = []
+      appliance_column_index = []
+      lighting_column_index = []
+      for index, header in enumerate(headers):
+        if "Total Heating" in header:
+          heating_column_index.append(index)
+        elif "Total Cooling" in header:
+          cooling_column_index.append(index)
+        elif "DHW" in header:
+          dhw_column_index.append(index)
+        elif "InteriorEquipment" in header:
+          appliance_column_index.append(index)
+        elif "InteriorLights" in header:
+          lighting_column_index.append(index)
+
+      for line in csv_output:
+        total_heating_demand = 0
+        total_cooling_demand = 0
+        total_dhw_demand = 0
+        total_appliance_demand = 0
+        total_lighting_demand = 0
+        for heating_index in heating_column_index:
+          total_heating_demand += float(line[heating_index])
+        building_energy_demands['Heating (J)'].append(total_heating_demand)
+        for cooling_index in cooling_column_index:
+          total_cooling_demand += float(line[cooling_index])
+        building_energy_demands['Cooling (J)'].append(total_cooling_demand)
+        for dhw_index in dhw_column_index:
+          total_dhw_demand += float(line[dhw_index]) * 3600
+        building_energy_demands['DHW (J)'].append(total_dhw_demand)
+        for appliance_index in appliance_column_index:
+          total_appliance_demand += float(line[appliance_index])
+        building_energy_demands['Appliances (J)'].append(total_appliance_demand)
+        for lighting_index in lighting_column_index:
+          total_lighting_demand += float(line[lighting_index])
+        building_energy_demands['Lighting (J)'].append(total_lighting_demand)
+
+    return building_energy_demands
+
+  def enrich(self):
+    """
+    Enrich the city by using the energy plus workflow output files (J)
+    :return: None
+    """
+    for building in self._city.buildings:
+      file_name = f'{building.name}_out.csv'
+      energy_plus_output_file_path = Path(self._base_path / file_name).resolve()
+      if energy_plus_output_file_path.is_file():
+        building_energy_demands = self._building_energy_demands(energy_plus_output_file_path)
+        building.heating_demand[cte.HOUR] = building_energy_demands['Heating (J)']
+        building.cooling_demand[cte.HOUR] = building_energy_demands['Cooling (J)']
+        building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands['DHW (J)']
+        building.appliances_electrical_demand[cte.HOUR] = building_energy_demands['Appliances (J)']
+        building.lighting_electrical_demand[cte.HOUR] = building_energy_demands['Lighting (J)']
+        # todo: @Saeed, this a list of ONE value with the total energy of the year, exactly the same as cte.YEAR.
+        #  You have to use the method to add hourly values from helpers/monthly_values
+        building.heating_demand[cte.MONTH] = MonthlyValues.get_total_month(building.heating_demand[cte.HOUR])
+        building.cooling_demand[cte.MONTH] = MonthlyValues.get_total_month(building.cooling_demand[cte.HOUR])
+        building.domestic_hot_water_heat_demand[cte.MONTH] = (
+          MonthlyValues.get_total_month(building.domestic_hot_water_heat_demand[cte.HOUR]))
+        building.appliances_electrical_demand[cte.MONTH] = (
+          MonthlyValues.get_total_month(building.appliances_electrical_demand[cte.HOUR]))
+        building.lighting_electrical_demand[cte.MONTH] = (
+          MonthlyValues.get_total_month(building.lighting_electrical_demand[cte.HOUR]))
+        building.heating_demand[cte.YEAR] = [sum(building.heating_demand[cte.MONTH])]
+        building.cooling_demand[cte.YEAR] = [sum(building.cooling_demand[cte.MONTH])]
+        building.domestic_hot_water_heat_demand[cte.YEAR] = [sum(building.domestic_hot_water_heat_demand[cte.MONTH])]
+        building.appliances_electrical_demand[cte.YEAR] = [sum(building.appliances_electrical_demand[cte.MONTH])]
+        building.lighting_electrical_demand[cte.YEAR] = [sum(building.lighting_electrical_demand[cte.MONTH])]

hub/imports/results/energy_plus_single_building.py

@@ -0,0 +1,100 @@
+"""
+Insel monthly energy balance
+SPDX - License - Identifier: LGPL - 3.0 - or -later
+Copyright © 2022 Concordia CERC group
+Project Coder Saeed Ranjbar saeed.ranjbar@concordia.ca
+Project collaborator Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
+"""
+from pathlib import Path
+from hub.helpers.monthly_values import MonthlyValues
+import csv
+
+import hub.helpers.constants as cte
+
+
+class EnergyPlusSingleBuilding:
+  def __init__(self, city, base_path):
+    self._city = city
+    self._base_path = base_path
+
+  @staticmethod
+  def _building_energy_demands(energy_plus_output_file_path):
+    with open(Path(energy_plus_output_file_path).resolve(), 'r', encoding='utf8') as csv_file:
+      csv_output = csv.reader(csv_file)
+      headers = next(csv_output)
+      building_energy_demands = {
+                                  'Heating (J)': [],
+                                  'Cooling (J)': [],
+                                  'DHW (J)': [],
+                                  'Appliances (J)': [],
+                                  'Lighting (J)': []
+                                }
+      heating_column_index = []
+      cooling_column_index = []
+      dhw_column_index = []
+      appliance_column_index = []
+      lighting_column_index = []
+      for index, header in enumerate(headers):
+        if "Total Heating" in header:
+          heating_column_index.append(index)
+        elif "Total Cooling" in header:
+          cooling_column_index.append(index)
+        elif "DHW" in header:
+          dhw_column_index.append(index)
+        elif "InteriorEquipment" in header:
+          appliance_column_index.append(index)
+        elif "InteriorLights" in header:
+          lighting_column_index.append(index)
+
+      for line in csv_output:
+        total_heating_demand = 0
+        total_cooling_demand = 0
+        total_dhw_demand = 0
+        total_appliance_demand = 0
+        total_lighting_demand = 0
+        for heating_index in heating_column_index:
+          total_heating_demand += float(line[heating_index])
+        building_energy_demands['Heating (J)'].append(total_heating_demand)
+        for cooling_index in cooling_column_index:
+          total_cooling_demand += float(line[cooling_index])
+        building_energy_demands['Cooling (J)'].append(total_cooling_demand)
+        for dhw_index in dhw_column_index:
+          total_dhw_demand += float(line[dhw_index]) * cte.WATTS_HOUR_TO_JULES
+        building_energy_demands['DHW (J)'].append(total_dhw_demand)
+        for appliance_index in appliance_column_index:
+          total_appliance_demand += float(line[appliance_index])
+        building_energy_demands['Appliances (J)'].append(total_appliance_demand)
+        for lighting_index in lighting_column_index:
+          total_lighting_demand += float(line[lighting_index])
+        building_energy_demands['Lighting (J)'].append(total_lighting_demand)
+
+    return building_energy_demands
+
+  def enrich(self):
+    """
+    Enrich the city by using the energy plus workflow output files (J)
+    :return: None
+    """
+    for building in self._city.buildings:
+      file_name = f'{building.name}_out.csv'
+      energy_plus_output_file_path = Path(self._base_path / file_name).resolve()
+      if energy_plus_output_file_path.is_file():
+        building_energy_demands = self._building_energy_demands(energy_plus_output_file_path)
+        building.heating_demand[cte.HOUR] = building_energy_demands['Heating (J)']
+        building.cooling_demand[cte.HOUR] = building_energy_demands['Cooling (J)']
+        building.domestic_hot_water_heat_demand[cte.HOUR] = building_energy_demands['DHW (J)']
+        building.appliances_electrical_demand[cte.HOUR] = building_energy_demands['Appliances (J)']
+        building.lighting_electrical_demand[cte.HOUR] = building_energy_demands['Lighting (J)']
+        building.heating_demand[cte.MONTH] = MonthlyValues.get_total_month(building.heating_demand[cte.HOUR])
+        building.cooling_demand[cte.MONTH] = MonthlyValues.get_total_month(building.cooling_demand[cte.HOUR])
+        building.domestic_hot_water_heat_demand[cte.MONTH] = (
+          MonthlyValues.get_total_month(building.domestic_hot_water_heat_demand[cte.HOUR]))
+        building.appliances_electrical_demand[cte.MONTH] = (
+          MonthlyValues.get_total_month(building.appliances_electrical_demand[cte.HOUR]))
+        building.lighting_electrical_demand[cte.MONTH] = (
+          MonthlyValues.get_total_month(building.lighting_electrical_demand[cte.HOUR]))
+        building.heating_demand[cte.YEAR] = [sum(building.heating_demand[cte.MONTH])]
+        building.cooling_demand[cte.YEAR] = [sum(building.cooling_demand[cte.MONTH])]
+        building.domestic_hot_water_heat_demand[cte.YEAR] = [sum(building.domestic_hot_water_heat_demand[cte.MONTH])]
+        building.appliances_electrical_demand[cte.YEAR] = [sum(building.appliances_electrical_demand[cte.MONTH])]
+        building.lighting_electrical_demand[cte.YEAR] = [sum(building.lighting_electrical_demand[cte.MONTH])]