diff --git a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py
index b6838e44..0844c785 100644
--- a/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py
+++ b/hub/catalog_factories/data_models/energy_systems/non_pv_generation_system.py
@@ -289,6 +289,18 @@ class NonPvGenerationSystem(GenerationSystem):
                              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':
@@ -318,7 +330,7 @@ class NonPvGenerationSystem(GenerationSystem):
         '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': self.heat_efficiency_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,
diff --git a/hub/catalog_factories/data_models/energy_systems/performance_curves.py b/hub/catalog_factories/data_models/energy_systems/performance_curves.py
index 65cc0878..ff6c22d2 100644
--- a/hub/catalog_factories/data_models/energy_systems/performance_curves.py
+++ b/hub/catalog_factories/data_models/energy_systems/performance_curves.py
@@ -24,13 +24,13 @@ class PerformanceCurves:
   def curve_type(self):
     """
     The type of the fit function from the following
-    Linear =>>> y = a*x + b
+    Linear =>>> y = a + b*x
     Exponential =>>> y = a*(b**x)
-    Polynomial =>>> y = a*(x**2) + b*x + c
+    Second degree polynomial =>>> y = a + b*x + c*(x**2)
     Power =>>> y = a*(x**b)
-    Second degree multivariable =>>> y = a*(x**2) + b*x + c*x*z + d*z + e*(z**2) + f
+    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', 'polynomial', 'power', 'second degree multivariable']
+    Get the type of function from ['linear', 'exponential', 'second degree polynomial', 'power', 'bi-quadratic']
     :return: string
     """
     return self._curve_type
diff --git a/hub/data/costs/montreal_costs_completed.xml b/hub/data/costs/montreal_costs_completed.xml
index 5ce1fde9..7f1c5d83 100644
--- a/hub/data/costs/montreal_costs_completed.xml
+++ b/hub/data/costs/montreal_costs_completed.xml
@@ -132,7 +132,7 @@
 				</fuel>
 				<fuel  fuel_type="Gas">
 					<fixed_monthly cost_unit="currency/month">     17.71 </fixed_monthly>
-					<variable cost_unit="currency/kWh">      0.0640  </variable>
+					<variable cost_unit="currency/m3">      0.4  </variable>
                     <density density_unit="kg/m3"> 0.777 </density>
                     <lower_heating_value lhv_unit="MJ/kg"> 47.1 </lower_heating_value>
 				</fuel>
diff --git a/hub/data/energy_systems/montreal_future_systems.xml b/hub/data/energy_systems/montreal_future_systems.xml
index e18b454a..b42993d4 100644
--- a/hub/data/energy_systems/montreal_future_systems.xml
+++ b/hub/data/energy_systems/montreal_future_systems.xml
@@ -493,7 +493,7 @@
             <heat_output_curve/>
             <heat_fuel_consumption_curve/>
             <heat_efficiency_curve>
-			    <curve_type>second degree multivariable function</curve_type>
+			    <curve_type>bi-quadratic</curve_type>
 			    <dependant_variable>COP</dependant_variable>
 		        <parameters>source_temperature</parameters>
 		        <parameters>supply_temperature</parameters>
@@ -538,7 +538,7 @@
             <heat_output_curve/>
             <heat_fuel_consumption_curve/>
             <heat_efficiency_curve>
-			    <curve_type>second degree multivariable function</curve_type>
+			    <curve_type>bi-quadratic</curve_type>
 			    <dependant_variable>COP</dependant_variable>
 		        <parameters>source_temperature</parameters>
 		        <parameters>supply_temperature</parameters>
@@ -583,7 +583,7 @@
             <heat_output_curve/>
             <heat_fuel_consumption_curve/>
             <heat_efficiency_curve>
-			    <curve_type>second degree multivariable function</curve_type>
+			    <curve_type>bi-quadratic</curve_type>
 			    <dependant_variable>COP</dependant_variable>
 		        <parameters>source_temperature</parameters>
 		        <parameters>supply_temperature</parameters>
@@ -690,7 +690,7 @@
             <nominal_heat_output/>
             <minimum_heat_output/>
             <maximum_heat_output/>
-            <heat_efficiency>3</heat_efficiency>
+            <heat_efficiency>2</heat_efficiency>
             <reversible>True</reversible>
             <fuel_type>electricity</fuel_type>
             <source_medium>Air</source_medium>
@@ -709,10 +709,22 @@
             <minimum_cooling_supply_temperature/>
             <heat_output_curve/>
             <heat_fuel_consumption_curve/>
-            <heat_efficiency_curve/>
+            <heat_efficiency_curve>
+			    <curve_type>bi-quadratic</curve_type>
+			    <dependant_variable>COP</dependant_variable>
+		        <parameters>source_temperature</parameters>
+		        <parameters>supply_temperature</parameters>
+		        <coefficients  a="0.132733" b="0.012322" c="0.000032" d="-0.011109" e="-0.000125" f="-0.000123"/>
+            </heat_efficiency_curve>
             <cooling_output_curve/>
             <cooling_fuel_consumption_curve/>
-            <cooling_efficiency_curve/>
+            <cooling_efficiency_curve>
+			    <curve_type>bi-quadratic</curve_type>
+			    <dependant_variable>COP</dependant_variable>
+		        <parameters>source_temperature</parameters>
+		        <parameters>supply_temperature</parameters>
+		        <coefficients  a="0.951894" b="-0.010518" c="0.000126" d="-0.003399" e="0.000183" f="-0.000206"/>
+            </cooling_efficiency_curve>
             <distribution_systems/>
             <energy_storage_systems>
                 <storage_id>6</storage_id>
@@ -910,7 +922,13 @@
             <minimum_cooling_supply_temperature/>
             <heat_output_curve/>
             <heat_fuel_consumption_curve/>
-            <heat_efficiency_curve/>
+            <heat_efficiency_curve>
+			    <curve_type>bi-quadratic</curve_type>
+			    <dependant_variable>COP</dependant_variable>
+		        <parameters>source_temperature</parameters>
+		        <parameters>supply_temperature</parameters>
+		        <coefficients  a="-0.000277" b="0.019639" c="0.000004" d="0.012190" e="-0.00010" f="-0.000277"/>
+            </heat_efficiency_curve>
             <cooling_output_curve/>
             <cooling_fuel_consumption_curve/>
             <cooling_efficiency_curve/>
diff --git a/hub/exports/formats/simplified_radiosity_algorithm.py b/hub/exports/formats/simplified_radiosity_algorithm.py
index 1b5dfba7..18b6d12a 100644
--- a/hub/exports/formats/simplified_radiosity_algorithm.py
+++ b/hub/exports/formats/simplified_radiosity_algorithm.py
@@ -66,7 +66,7 @@ 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
+          _global = representative_building.diffuse[cte.HOUR][i] * cte.WATTS_HOUR_TO_JULES
           _beam = representative_building.beam[cte.HOUR][i] * cte.WATTS_HOUR_TO_JULES
           content += f'{day}  {month}  {hour}  {_global}  {_beam}\n'
     with open(file, 'w', encoding='utf-8') as file:
diff --git a/hub/imports/results/simplified_radiosity_algorithm.py b/hub/imports/results/simplified_radiosity_algorithm.py
index 57fae8e9..9b09b5f8 100644
--- a/hub/imports/results/simplified_radiosity_algorithm.py
+++ b/hub/imports/results/simplified_radiosity_algorithm.py
@@ -34,7 +34,7 @@ class SimplifiedRadiosityAlgorithm:
     for key in self._results:
       _irradiance = {}
       header_name = key.split(':')
-      result = [x / cte.WATTS_HOUR_TO_JULES for x in self._results[key]]
+      result = [x for x in self._results[key]]
       city_object_name = header_name[1]
       building = self._city.city_object(city_object_name)
       surface_id = header_name[2]
diff --git a/input_files/142alone.geojson b/input_files/142alone.geojson
deleted file mode 100644
index e454e336..00000000
--- a/input_files/142alone.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
-{ "type": "Feature", "properties": { "OBJECTID_12": 142, "gml_id": "1341088", "gml_parent": "fme-gen-57964590-baa9-48a7-99b0-fa11ca012d7c", "citygml_ta": "http://www.opengis.net/citygml/building/2.0", "citygml_fe": "cityObjectMember", "citygml__1": " ", "citygml__2": " ", "gml_descri": " ", "gml_name": " ", "citygml_cr": " ", "citygml_te": " ", "externalRe": " ", "external_1": " ", "external_2": " ", "citygml_ge": " ", "citygml_re": " ", "citygml__3": " ", "citygml_ap": " ", "citygml_cl": " ", "citygml__4": " ", "citygml_fu": " ", "citygml__5": " ", "citygml_us": " ", "citygml__6": " ", "citygml_ye": " ", "citygml__7": " ", "citygml_ro": " ", "citygml__8": " ", "citygml_me": 16.095, "citygml__9": "#m", "citygml_st": " ", "citygml_10": " ", "citygml_11": " ", "citygml_12": " ", "citygml_13": " ", "citygml_14": " ", "citygml_ou": " ", "citygml_in": " ", "citygml_bo": " ", "citygml_le": " ", "citygml_15": " ", "citygml_co": " ", "citygml_ad": " ", "Volume": "2218.190", "parcelle": " ", "OBJECTID": 7562, "gml_id_1": "66b4f621-39d0-4f51-a8e0-1fb7fbf114f8", "gml_pare_1": "1341088", "citygml_16": "http://www.opengis.net/citygml/building/2.0", "citygml_17": "boundedBy", "citygml_18": " ", "citygml_19": " ", "gml_desc_1": " ", "gml_name_1": " ", "citygml_20": " ", "citygml_21": " ", "external_3": " ", "external_4": " ", "external_5": " ", "citygml_22": " ", "citygml_23": " ", "citygml_24": " ", "citygml_25": " ", "citygml_26": " ", "citygml_op": " ", "Area": "161.344", "FID_": 0, "Join_Count": 2, "TARGET_FID": 7567, "gml_id_12": "1341088", "gml_pare_2": "fme-gen-57964590-baa9-48a7-99b0-fa11ca012d7c", "citygml_27": "http://www.opengis.net/citygml/building/2.0", "citygml_28": "cityObjectMember", "citygml_29": " ", "citygml_30": " ", "gml_desc_2": " ", "gml_name_2": " ", "citygml_31": " ", "citygml_32": " ", "external_6": " ", "external_7": " ", "external_8": " ", "citygml_33": " ", "citygml_34": " ", "citygml_35": " ", "citygml_36": " ", "citygml_37": " ", "citygml_38": " ", "citygml_39": " ", "citygml_40": " ", "citygml_41": " ", "citygml_42": " ", "citygml_43": " ", "citygml_44": " ", "citygml_45": " ", "citygml_46": " ", "citygml_47": 16.095, "citygml_48": "#m", "citygml_49": " ", "citygml_50": " ", "citygml_51": " ", "citygml_52": " ", "citygml_53": " ", "citygml_54": " ", "citygml_55": " ", "citygml_56": " ", "citygml_57": " ", "citygml_58": " ", "citygml_59": " ", "citygml_60": " ", "citygml_61": " ", "Volume_1": "2218.190", "Field": 0, "Field1": 0, "OBJECTID_1": 7562, "gml_id_12_": "66b4f621-39d0-4f51-a8e0-1fb7fbf114f8", "gml_pare_3": "1341088", "citygml_62": "http://www.opengis.net/citygml/building/2.0", "citygml_63": "boundedBy", "citygml_64": " ", "citygml_65": " ", "gml_desc_3": " ", "gml_name_3": " ", "citygml_66": " ", "citygml_67": " ", "external_9": " ", "externa_10": " ", "externa_11": " ", "citygml_68": " ", "citygml_69": " ", "citygml_70": " ", "citygml_71": " ", "citygml_72": " ", "citygml_73": " ", "Area_1": "161.344", "cityGML_hi": 0, "Z_Min": 38.4478, "Z_Max": 54.543, "Shape_Leng": 69.646646889099998, "ID_UEV": "01036772", "CIVIQUE_DE": " 1238", "CIVIQUE_FI": " 1238", "NOM_RUE": "rue Bishop  (MTL)", "MUNICIPALI": "50", "ETAGE_HORS": 3, "NOMBRE_LOG": 1, "ANNEE_CONS": 1885, "CODE_UTILI": "5010", "LIBELLE_UT": "Immeuble commercial", "CATEGORIE_": "Régulier", "MATRICULE8": "9839-85-7864-5-000-0000", "SUPERFICIE": 281, "SUPERFIC_1": 412, "NO_ARROND_": "REM19", "Shape_Le_1": 0.00096806745949799995, "Shape_Ar_1": 3.2334086871599998e-08, "Z_Min_1": null, "Z_Max_1": null, "Shape_Length": 69.646646889118685, "Shape_Area": 160.22851198241219 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.575671624082659, 45.496112824080043 ], [ -73.575681777019426, 45.496117685511202 ], [ -73.575687462912001, 45.496111805760563 ], [ -73.575689793092337, 45.496112920023506 ], [ -73.575780754475915, 45.496018888973346 ], [ -73.575792190109638, 45.496007066430288 ], [ -73.575812608138278, 45.495985960529921 ], [ -73.575776823258522, 45.49596883324228 ], [ -73.575802901600994, 45.495941883598753 ], [ -73.57583958499842, 45.495903966804626 ], [ -73.575799779972698, 45.495884916526173 ], [ -73.57578777576957, 45.495897319847018 ], [ -73.575775771561226, 45.495909723166633 ], [ -73.575763096560905, 45.495922833307645 ], [ -73.575711834246746, 45.495975814136678 ], [ -73.575705164522105, 45.495982711364753 ], [ -73.575614190275871, 45.496076742363833 ], [ -73.575622832419342, 45.496080875926495 ], [ -73.575614897715738, 45.496089078760853 ], [ -73.575634678641578, 45.496098550023554 ], [ -73.575653153643159, 45.496107392256711 ], [ -73.575657120993768, 45.496103290838278 ], [ -73.575661088343765, 45.496099189419709 ], [ -73.57566769477971, 45.496102343497014 ], [ -73.575662008886027, 45.496108223246658 ], [ -73.575671624082659, 45.496112824080043 ] ] ] } }
-]
-}
diff --git a/input_files/78alone.geojson b/input_files/78alone.geojson
deleted file mode 100644
index d47d26dd..00000000
--- a/input_files/78alone.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
-{ "type": "Feature", "properties": { "OBJECTID_12": 78, "gml_id": "1341084", "gml_parent": "fme-gen-57964590-baa9-48a7-99b0-fa11ca012d7c", "citygml_ta": "http://www.opengis.net/citygml/building/2.0", "citygml_fe": "cityObjectMember", "citygml__1": " ", "citygml__2": " ", "gml_descri": " ", "gml_name": " ", "citygml_cr": " ", "citygml_te": " ", "externalRe": " ", "external_1": " ", "external_2": " ", "citygml_ge": " ", "citygml_re": " ", "citygml__3": " ", "citygml_ap": " ", "citygml_cl": " ", "citygml__4": " ", "citygml_fu": " ", "citygml__5": " ", "citygml_us": " ", "citygml__6": " ", "citygml_ye": " ", "citygml__7": " ", "citygml_ro": " ", "citygml__8": " ", "citygml_me": 28.164, "citygml__9": "#m", "citygml_st": " ", "citygml_10": " ", "citygml_11": " ", "citygml_12": " ", "citygml_13": " ", "citygml_14": " ", "citygml_ou": " ", "citygml_in": " ", "citygml_bo": " ", "citygml_le": " ", "citygml_15": " ", "citygml_co": " ", "citygml_ad": " ", "Volume": "20172.450", "parcelle": " ", "OBJECTID": 7115, "gml_id_1": "25a2efa0-4d04-4eeb-b04c-7ceb338b062c", "gml_pare_1": "1341084", "citygml_16": "http://www.opengis.net/citygml/building/2.0", "citygml_17": "boundedBy", "citygml_18": " ", "citygml_19": " ", "gml_desc_1": " ", "gml_name_1": " ", "citygml_20": " ", "citygml_21": " ", "external_3": " ", "external_4": " ", "external_5": " ", "citygml_22": " ", "citygml_23": " ", "citygml_24": " ", "citygml_25": " ", "citygml_26": " ", "citygml_op": " ", "Area": "716.259", "FID_": 0, "Join_Count": 3, "TARGET_FID": 7120, "gml_id_12": "1341084", "gml_pare_2": "fme-gen-57964590-baa9-48a7-99b0-fa11ca012d7c", "citygml_27": "http://www.opengis.net/citygml/building/2.0", "citygml_28": "cityObjectMember", "citygml_29": " ", "citygml_30": " ", "gml_desc_2": " ", "gml_name_2": " ", "citygml_31": " ", "citygml_32": " ", "external_6": " ", "external_7": " ", "external_8": " ", "citygml_33": " ", "citygml_34": " ", "citygml_35": " ", "citygml_36": " ", "citygml_37": " ", "citygml_38": " ", "citygml_39": " ", "citygml_40": " ", "citygml_41": " ", "citygml_42": " ", "citygml_43": " ", "citygml_44": " ", "citygml_45": " ", "citygml_46": " ", "citygml_47": 28.164, "citygml_48": "#m", "citygml_49": " ", "citygml_50": " ", "citygml_51": " ", "citygml_52": " ", "citygml_53": " ", "citygml_54": " ", "citygml_55": " ", "citygml_56": " ", "citygml_57": " ", "citygml_58": " ", "citygml_59": " ", "citygml_60": " ", "citygml_61": " ", "Volume_1": "20172.450", "Field": 0, "Field1": 0, "OBJECTID_1": 7115, "gml_id_12_": "25a2efa0-4d04-4eeb-b04c-7ceb338b062c", "gml_pare_3": "1341084", "citygml_62": "http://www.opengis.net/citygml/building/2.0", "citygml_63": "boundedBy", "citygml_64": " ", "citygml_65": " ", "gml_desc_3": " ", "gml_name_3": " ", "citygml_66": " ", "citygml_67": " ", "external_9": " ", "externa_10": " ", "externa_11": " ", "citygml_68": " ", "citygml_69": " ", "citygml_70": " ", "citygml_71": " ", "citygml_72": " ", "citygml_73": " ", "Area_1": "716.259", "cityGML_hi": 0, "Z_Min": 39.2444, "Z_Max": 67.408, "Shape_Leng": 140.36783883300001, "ID_UEV": "01002600", "CIVIQUE_DE": " 1420", "CIVIQUE_FI": " 1420", "NOM_RUE": "rue Sainte-Catherine Ouest  (MTL+WMT)", "MUNICIPALI": "50", "ETAGE_HORS": 4, "NOMBRE_LOG": 4, "ANNEE_CONS": 1914, "CODE_UTILI": "6000", "LIBELLE_UT": "Immeuble à bureaux", "CATEGORIE_": "Régulier", "MATRICULE8": "9839-85-4994-3-000-0000", "SUPERFICIE": 803, "SUPERFIC_1": 2953, "NO_ARROND_": "REM19", "Shape_Le_1": 0.0013155280635399999, "Shape_Ar_1": 9.24688109061e-08, "Z_Min_1": null, "Z_Max_1": null, "Shape_Length": 140.3678388326679, "Shape_Area": 716.25939654725767 }, "geometry": { "type": "Polygon", "coordinates": [ [ [ -73.576326707327183, 45.496116905446513 ], [ -73.576250734313831, 45.496195431606957 ], [ -73.57635494025277, 45.49624529435664 ], [ -73.57640388728268, 45.496268720567464 ], [ -73.576411543664449, 45.496272386810624 ], [ -73.576562645953913, 45.496116207640782 ], [ -73.576415293070468, 45.496045695530078 ], [ -73.576420653070528, 45.496040157901724 ], [ -73.576426013069508, 45.496034620273157 ], [ -73.576390874544217, 45.496017807691075 ], [ -73.576355736039815, 45.496000995098171 ], [ -73.576350382434597, 45.496006532719178 ], [ -73.576345028828328, 45.496012070339987 ], [ -73.576230158246304, 45.495957103581226 ], [ -73.576199840227886, 45.495942591324486 ], [ -73.57616952222503, 45.495928079059674 ], [ -73.57601853434798, 45.496084140658738 ], [ -73.576148538438346, 45.496146359284836 ], [ -73.576177140896519, 45.496160035843573 ], [ -73.576252998979967, 45.496081635786481 ], [ -73.576326707327183, 45.496116905446513 ] ] ] } }
-]
-}
diff --git a/input_files/Citylayers_neighbours.geojson b/input_files/Citylayers_neighbours.geojson
deleted file mode 100644
index 9b553665..00000000
--- a/input_files/Citylayers_neighbours.geojson
+++ /dev/null
@@ -1,10 +0,0 @@
-{
-"type": "FeatureCollection",
-"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
-"features": [
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diff --git a/input_files/Citylayers_neighbours_simp.json b/input_files/Citylayers_neighbours_simp.json
deleted file mode 100644
index 837c9513..00000000
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diff --git a/input_files/Citylayers_neighbours_simp2.json b/input_files/Citylayers_neighbours_simp2.json
deleted file mode 100644
index 01eb5acc..00000000
--- a/input_files/Citylayers_neighbours_simp2.json
+++ /dev/null
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diff --git a/input_files/Individual.geojson b/input_files/Individual.geojson
deleted file mode 100644
index 0c1c2b08..00000000
--- a/input_files/Individual.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
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diff --git a/input_files/Individual2.geojson b/input_files/Individual2.geojson
deleted file mode 100644
index dc80b6f7..00000000
--- a/input_files/Individual2.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
-{
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diff --git a/input_files/IndividualSecondtest.geojson b/input_files/IndividualSecondtest.geojson
deleted file mode 100644
index 32a8ed1f..00000000
--- a/input_files/IndividualSecondtest.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
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diff --git a/input_files/Secondtest.geojson b/input_files/Secondtest.geojson
deleted file mode 100644
index 22126fc3..00000000
--- a/input_files/Secondtest.geojson
+++ /dev/null
@@ -1,37 +0,0 @@
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diff --git a/input_files/extractedFINAL.geojson b/input_files/extractedFINAL.geojson
deleted file mode 100644
index 1de2aedb..00000000
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diff --git a/input_files/extractedFINAL2.geojson b/input_files/extractedFINAL2.geojson
deleted file mode 100644
index d1fed03b..00000000
--- a/input_files/extractedFINAL2.geojson
+++ /dev/null
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diff --git a/input_files/extractedSOLO.geojson b/input_files/extractedSOLO.geojson
deleted file mode 100644
index abea3d3f..00000000
--- a/input_files/extractedSOLO.geojson
+++ /dev/null
@@ -1,7 +0,0 @@
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diff --git a/input_files/selected_building_1517.geojson b/input_files/selected_building_1517.geojson
deleted file mode 100644
index 76837bb8..00000000
--- a/input_files/selected_building_1517.geojson
+++ /dev/null
@@ -1,129 +0,0 @@
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diff --git a/input_files/selected_building_1724.geojson b/input_files/selected_building_1724.geojson
deleted file mode 100644
index fd3a4390..00000000
--- a/input_files/selected_building_1724.geojson
+++ /dev/null
@@ -1,113 +0,0 @@
-{
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\ No newline at end of file
diff --git a/input_files/selected_building_1780.geojson b/input_files/selected_building_1780.geojson
deleted file mode 100644
index 7abdbf87..00000000
--- a/input_files/selected_building_1780.geojson
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diff --git a/input_files/selected_building_2195.geojson b/input_files/selected_building_2195.geojson
deleted file mode 100644
index 2b48be4d..00000000
--- a/input_files/selected_building_2195.geojson
+++ /dev/null
@@ -1,109 +0,0 @@
-{
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\ No newline at end of file
diff --git a/input_files/selected_building_2864.geojson b/input_files/selected_building_2864.geojson
deleted file mode 100644
index b6b032de..00000000
--- a/input_files/selected_building_2864.geojson
+++ /dev/null
@@ -1,121 +0,0 @@
-{
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diff --git a/input_files/selected_building_3212.geojson b/input_files/selected_building_3212.geojson
deleted file mode 100644
index 0d03cc62..00000000
--- a/input_files/selected_building_3212.geojson
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-{
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diff --git a/input_files/selected_building_4559.geojson b/input_files/selected_building_4559.geojson
deleted file mode 100644
index aaa0379a..00000000
--- a/input_files/selected_building_4559.geojson
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diff --git a/input_files/selected_building_839.geojson b/input_files/selected_building_839.geojson
deleted file mode 100644
index 32ea02b9..00000000
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diff --git a/input_files/selected_building_9526.geojson b/input_files/selected_building_9526.geojson
deleted file mode 100644
index a9934abf..00000000
--- a/input_files/selected_building_9526.geojson
+++ /dev/null
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-                            [
-                                -73.55920957166438,
-                                45.577454356733256
-                            ],
-                            [
-                                -73.55920737192264,
-                                45.57745815726821
-                            ],
-                            [
-                                -73.5592321716274,
-                                45.57746455684389
-                            ],
-                            [
-                                -73.55923657201015,
-                                45.57746605691307
-                            ],
-                            [
-                                -73.55925947234675,
-                                45.57742965685321
-                            ]
-                        ]
-                    ]
-                ]
-            },
-            "properties": {
-                "OBJECTID_12_13": 9526,
-                "ID_UEV": "02055359",
-                "CIVIQUE_DE": " 5750",
-                "CIVIQUE_FI": " 5750",
-                "NOM_RUE": "boulevard Rosemont  (MTL)",
-                "SUITE_DEBU": " ",
-                "MUNICIPALI": "50",
-                "ETAGE_HORS": 0,
-                "NOMBRE_LOG": 0,
-                "ANNEE_CONS": 1923,
-                "CODE_UTILI": "6911",
-                "LETTRE_DEB": " ",
-                "LETTRE_FIN": " ",
-                "LIBELLE_UT": "\u00c3\u2030glise, synagogue, mosqu\u00c3\u00a9e et temple",
-                "CATEGORIE_": "R\u00c3\u00a9gulier",
-                "MATRICULE8": "0048-16-8416-5-000-0000",
-                "SUPERFICIE": 24793,
-                "SUPERFIC_1": 0,
-                "NO_ARROND_": "REM24",
-                "Shape_Leng": 0.00384776818364,
-                "OBJECTID": 9526,
-                "Join_Count": 3,
-                "TARGET_FID": 9526,
-                "feature_id": "5bfd7e8c-95aa-4782-9f2f-ed07d1dd2294",
-                "md_id": " ",
-                "acqtech": 1360,
-                "acqtech_en": "Lidar",
-                "acqtech_fr": "Lidar",
-                "provider": 461,
-                "provideren": "Municipal",
-                "providerfr": "Municipal",
-                "datemin": "20151124",
-                "datemax": "20151208",
-                "haccmin": 2,
-                "haccmax": 2,
-                "vaccmin": 1,
-                "vaccmax": 1,
-                "heightmin": 2.1,
-                "heightmax": 12,
-                "elevmin": 38.08,
-                "elevmax": 38.57,
-                "bldgarea": 25,
-                "comment": " ",
-                "OBJECTID_1": 9526,
-                "Shape_Le_1": 0.00384776818364,
-                "Shape_Ar_1": 3.92694421841e-07,
-                "OBJECTID_12": 9526,
-                "Join_Count_1": 1,
-                "TARGET_FID_1": 9525,
-                "g_objectid": "1586794",
-                "g_co_mrc": "66023",
-                "g_code_mun": "66023",
-                "g_arrond": "REM24",
-                "g_anrole": "2019",
-                "g_usag_pre": "Institutionnel",
-                "g_no_lot": "1361698",
-                "g_nb_poly_": "1",
-                "g_utilisat": "6911",
-                "g_nb_logem": " ",
-                "g_nb_locau": "2",
-                "g_descript": "Unit\u00c3\u00a9 d'\u00c3\u00a9valuation",
-                "g_id_provi": "66023004816841650000000",
-                "g_sup_tota": "24792.9",
-                "g_geometry": "0.00743004",
-                "g_geomet_1": "2.85762e-006",
-                "g_dat_acqu": "2020-02-12 00:00:00.0000000",
-                "g_dat_char": "2020-02-17 00:00:00.0000000",
-                "Shape_Leng_1": 0.00384776818364,
-                "Shape_Area_1": 3.92694421841e-07,
-                "Shape_Length": 0.0038477700316121004,
-                "Shape_Area": 3.92694421841e-07
-            }
-        }
-    ]
-}
\ No newline at end of file
diff --git a/main.py b/main.py
index 4aaa6126..d29d7ddf 100644
--- a/main.py
+++ b/main.py
@@ -8,7 +8,6 @@ from hub.imports.construction_factory import ConstructionFactory
 from hub.imports.usage_factory import UsageFactory
 from hub.imports.weather_factory import WeatherFactory
 from hub.imports.results_factory import ResultFactory
-from hub.exports.exports_factory import ExportsFactory
 from scripts.energy_system_analysis_report import EnergySystemAnalysisReport
 from scripts import random_assignation
 from hub.imports.energy_systems_factory import EnergySystemsFactory
@@ -17,7 +16,7 @@ from scripts.energy_system_retrofit_results import system_results, new_system_re
 from scripts.energy_system_sizing_and_simulation_factory import EnergySystemsSimulationFactory
 from scripts.costs.cost import Cost
 from scripts.costs.constants import SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV
-
+from hub.exports.exports_factory import ExportsFactory
 # Specify the GeoJSON file path
 geojson_file = process_geojson(x=-73.5681295982132, y=45.49218262677643, diff=0.0001)
 file_path = (Path(__file__).parent.parent / 'input_files' / f'{geojson_file}')
@@ -32,6 +31,7 @@ city = GeometryFactory('geojson',
                        function_to_hub=Dictionaries().montreal_function_to_hub_function).city
 # Enrich city data
 ConstructionFactory('nrcan', city).enrich()
+
 UsageFactory('nrcan', city).enrich()
 WeatherFactory('epw', city).enrich()
 ExportsFactory('sra', city, output_path).export()
@@ -39,19 +39,24 @@ sra_path = (output_path / f'{city.name}_sra.xml').resolve()
 subprocess.run(['sra', str(sra_path)])
 ResultFactory('sra', city, output_path).enrich()
 energy_plus_workflow(city)
+ExportsFactory('obj', city, output_path).export()
 random_assignation.call_random(city.buildings, random_assignation.residential_systems_percentage)
 EnergySystemsFactory('montreal_custom', city).enrich()
 SystemSizing(city.buildings).montreal_custom()
-current_system = system_results(city.buildings)
+current_system = new_system_results(city.buildings)
 random_assignation.call_random(city.buildings, random_assignation.residential_new_systems_percentage)
 EnergySystemsFactory('montreal_future', city).enrich()
 for building in city.buildings:
   EnergySystemsSimulationFactory('archetype1', building=building, output_path=output_path).enrich()
-new_system = new_system_results(city.buildings)
-# EnergySystemAnalysisReport(city, output_path).create_report(current_system, new_system)
-# for building in city.buildings:
-#   costs = Cost(building=building, retrofit_scenario=SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV).life_cycle
-#   costs.loc['global_operational_costs', f'Scenario {SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV}'].to_csv(output_path / f'{building.name}_op.csv')
+new_system = system_results(city.buildings)
+EnergySystemAnalysisReport(city, output_path).create_report(current_system, new_system)
+for building in city.buildings:
+  costs = Cost(building=building, retrofit_scenario=SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV).life_cycle
+  costs.to_csv(output_path / f'{building.name}_lcc.csv')
+  (costs.loc['global_operational_costs', f'Scenario {SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV}'].
+   to_csv(output_path / f'{building.name}_op.csv'))
+  costs.loc['global_capital_costs', f'Scenario {SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV}'].to_csv(
+    output_path / f'{building.name}_cc.csv')
 
 
 
diff --git a/scripts/costs/capital_costs.py b/scripts/costs/capital_costs.py
index 49f7efd0..68d751d8 100644
--- a/scripts/costs/capital_costs.py
+++ b/scripts/costs/capital_costs.py
@@ -273,7 +273,7 @@ class CapitalCosts(CostBase):
         if generation_system.system_type != cte.PHOTOVOLTAIC:
           heating_capacity = generation_system.nominal_heat_output or 0
           cooling_capacity = generation_system.nominal_cooling_output or 0
-          installed_capacity = max(heating_capacity, cooling_capacity)
+          installed_capacity = max(heating_capacity, cooling_capacity) / 1000
           if cte.DOMESTIC_HOT_WATER in demand_types and cte.HEATING not in demand_types:
             component_categories.append('dhw')
             sizes.append(installed_capacity)
diff --git a/scripts/costs/cost.py b/scripts/costs/cost.py
index c735570f..996c4724 100644
--- a/scripts/costs/cost.py
+++ b/scripts/costs/cost.py
@@ -127,7 +127,7 @@ class Cost:
     life_cycle_costs_capital_skin = self._npv_from_list(df_capital_costs_skin.values.tolist())
     life_cycle_costs_capital_systems = self._npv_from_list(df_capital_costs_systems.values.tolist())
     life_cycle_costs_end_of_life_costs = self._npv_from_list(df_end_of_life_costs.values.tolist())
-    life_cycle_operational_costs = self._npv_from_list([df_operational_costs])
+    life_cycle_operational_costs = self._npv_from_list(df_operational_costs)
     life_cycle_maintenance_costs = self._npv_from_list(df_maintenance_costs.values.tolist())
     life_cycle_operational_incomes = self._npv_from_list(df_operational_incomes.values.tolist())
     life_cycle_capital_incomes = self._npv_from_list(df_capital_incomes.values.tolist())
diff --git a/scripts/costs/peak_load.py b/scripts/costs/peak_load.py
index 422f563b..108f748a 100644
--- a/scripts/costs/peak_load.py
+++ b/scripts/costs/peak_load.py
@@ -45,7 +45,7 @@ class PeakLoad:
           conditioning_peak[i] = self._building.heating_peak_load[cte.MONTH][i] * heating
         else:
           conditioning_peak[i] = self._building.cooling_peak_load[cte.MONTH][i] * cooling
-        monthly_electricity_peak[i] += 0.8 * conditioning_peak[i]
+        monthly_electricity_peak[i] += 0.8 * conditioning_peak[i] / 3600
 
       electricity_peak_load_results = pd.DataFrame(
         monthly_electricity_peak,
diff --git a/scripts/costs/total_operational_costs.py b/scripts/costs/total_operational_costs.py
index c3aded9b..6b0c1e27 100644
--- a/scripts/costs/total_operational_costs.py
+++ b/scripts/costs/total_operational_costs.py
@@ -51,7 +51,7 @@ class TotalOperationalCosts(CostBase):
       if fuel.type in fuel_consumption_breakdown.keys():
         if fuel.type == cte.ELECTRICITY:
           variable_electricity_cost_year_0 = (
-              total_electricity_consumption / cte.WATTS_HOUR_TO_JULES * fuel.variable[0]
+              total_electricity_consumption * fuel.variable[0] / 1000
           )
           peak_electricity_cost_year_0 = peak_electricity_demand * fuel.fixed_power * 12
           monthly_electricity_cost_year_0 = fuel.fixed_monthly * 12 * factor
diff --git a/scripts/energy_system_analysis_report.py b/scripts/energy_system_analysis_report.py
index 9f44a288..16620fc6 100644
--- a/scripts/energy_system_analysis_report.py
+++ b/scripts/energy_system_analysis_report.py
@@ -197,9 +197,9 @@ class EnergySystemAnalysisReport:
 
   def building_system_retrofit_results(self, building_name, current_system, new_system):
     current_system_archetype = current_system[f'{building_name}']['Energy System Archetype']
-    current_system_heating = current_system[f'{building_name}']['Heating System']
-    current_system_cooling = current_system[f'{building_name}']['Cooling System']
-    current_system_dhw = current_system[f'{building_name}']['DHW System']
+    current_system_heating = current_system[f'{building_name}']['Heating Equipments']
+    current_system_cooling = current_system[f'{building_name}']['Cooling Equipments']
+    current_system_dhw = current_system[f'{building_name}']['DHW Equipments']
     current_system_pv = current_system[f'{building_name}']['Photovoltaic System Capacity']
     current_system_heating_fuel = current_system[f'{building_name}']['Heating Fuel']
     current_system_hvac_consumption = current_system[f'{building_name}']['Yearly HVAC Energy Consumption (MWh)']
@@ -209,9 +209,9 @@ class EnergySystemAnalysisReport:
     current_operational = current_system[f'{building_name}']['Energy System Average Yearly Operational Cost (CAD)']
     current_lcc = current_system[f'{building_name}']['Energy System Life Cycle Cost (CAD)']
     new_system_archetype = new_system[f'{building_name}']['Energy System Archetype']
-    new_system_heating = new_system[f'{building_name}']['Heating System']
-    new_system_cooling = new_system[f'{building_name}']['Cooling System']
-    new_system_dhw = new_system[f'{building_name}']['DHW System']
+    new_system_heating = new_system[f'{building_name}']['Heating Equipments']
+    new_system_cooling = new_system[f'{building_name}']['Cooling Equipments']
+    new_system_dhw = new_system[f'{building_name}']['DHW Equipments']
     new_system_pv = new_system[f'{building_name}']['Photovoltaic System Capacity']
     new_system_heating_fuel = new_system[f'{building_name}']['Heating Fuel']
     new_system_hvac_consumption = new_system[f'{building_name}']['Yearly HVAC Energy Consumption (MWh)']
@@ -224,9 +224,9 @@ class EnergySystemAnalysisReport:
     energy_system_table_data = [
       ["Detail", "Existing System", "Proposed System"],
       ["Energy System Archetype", current_system_archetype, new_system_archetype],
-      ["Heating System", current_system_heating, new_system_heating],
-      ["Cooling System", current_system_cooling, new_system_cooling],
-      ["DHW System", current_system_dhw, new_system_dhw],
+      ["Heating Equipments", current_system_heating, new_system_heating],
+      ["Cooling Equipments", current_system_cooling, new_system_cooling],
+      ["DHW Equipments", current_system_dhw, new_system_dhw],
       ["Photovoltaic System Capacity", current_system_pv, new_system_pv],
       ["Heating Fuel", current_system_heating_fuel, new_system_heating_fuel],
       ["Yearly HVAC Energy Consumption (MWh)", current_system_hvac_consumption, new_system_hvac_consumption],
diff --git a/scripts/energy_system_retrofit_results.py b/scripts/energy_system_retrofit_results.py
index f3f1cd4a..034b9a2e 100644
--- a/scripts/energy_system_retrofit_results.py
+++ b/scripts/energy_system_retrofit_results.py
@@ -3,9 +3,9 @@ import hub.helpers.constants as cte
 
 def system_results(buildings):
   system_performance_summary = {}
-  fields = ["Energy System Archetype", "Heating System", "Cooling System", "DHW System",
+  fields = ["Energy System Archetype", "Heating Equipments", "Cooling Equipments", "DHW Equipments",
             "Photovoltaic System Capacity", "Heating Fuel", "Yearly HVAC Energy Consumption (MWh)",
-            "DHW Energy Consumption (MWH)", "PV Yearly Production (kWh)",
+            "DHW Energy Consumption (MWH)", "PV Yearly Production (kWh)", "LCC Analysis Duration (Years)",
             "Energy System Capital Cost (CAD)", "Energy System Average Yearly Operational Cost (CAD)",
             "Energy System Life Cycle Cost (CAD)"]
   for building in buildings:
@@ -19,19 +19,28 @@ def system_results(buildings):
     energy_systems = building.energy_systems
     for energy_system in energy_systems:
       demand_types = energy_system.demand_types
-      if cte.HEATING and cte.DOMESTIC_HOT_WATER in demand_types:
-        system_performance_summary[f'{building.name}']['Heating System'] = energy_system.name
-        system_performance_summary[f'{building.name}']['DHW System'] = energy_system.name
-        for generation_system in energy_system.generation_systems:
-          fuels.append(generation_system.fuel_type)
-      elif cte.DOMESTIC_HOT_WATER in energy_system.demand_types:
-        system_performance_summary[f'{building.name}']['DHW System'] = energy_system.name
-      elif cte.HEATING in energy_system.demand_types:
-        system_performance_summary[f'{building.name}']['Heating System'] = energy_system.name
-        for generation_system in energy_system.generation_systems:
-          fuels.append(generation_system.fuel_type)
-      elif cte.COOLING in energy_system.demand_types:
-        system_performance_summary[f'{building.name}']['Cooling System'] = energy_system.name
+      for demand_type in demand_types:
+        if demand_type == cte.COOLING:
+          equipments = []
+          for generation_system in energy_system.generation_systems:
+            if generation_system.fuel_type == cte.ELECTRICITY:
+              equipments.append(generation_system.name or generation_system.system_type)
+            cooling_equipments = ", ".join(equipments)
+            system_performance_summary[f'{building.name}']['Cooling Equipments'] = cooling_equipments
+        elif demand_type == cte.HEATING:
+          equipments = []
+          for generation_system in energy_system.generation_systems:
+            if generation_system.nominal_heat_output is not None:
+              equipments.append(generation_system.name or generation_system.system_type)
+              fuels.append(generation_system.fuel_type)
+            heating_equipments = ", ".join(equipments)
+            system_performance_summary[f'{building.name}']['Heating Equipments'] = heating_equipments
+        elif demand_type == cte.DOMESTIC_HOT_WATER:
+          equipments = []
+          for generation_system in energy_system.generation_systems:
+            equipments.append(generation_system.name or generation_system.system_type)
+            dhw_equipments = ", ".join(equipments)
+            system_performance_summary[f'{building.name}']['DHW Equipments'] = dhw_equipments
       for generation_system in energy_system.generation_systems:
         if generation_system.system_type == cte.PHOTOVOLTAIC:
           system_performance_summary[f'{building.name}'][
@@ -47,9 +56,9 @@ def system_results(buildings):
 
 def new_system_results(buildings):
   new_system_performance_summary = {}
-  fields = ["Energy System Archetype", "Heating System", "Cooling System", "DHW System",
+  fields = ["Energy System Archetype", "Heating Equipments", "Cooling Equipments", "DHW Equipments",
             "Photovoltaic System Capacity", "Heating Fuel", "Yearly HVAC Energy Consumption (MWh)",
-            "DHW Energy Consumption (MWH)", "PV Yearly Production (kWh)",
+            "DHW Energy Consumption (MWH)", "PV Yearly Production (kWh)", "LCC Analysis Duration (Years)",
             "Energy System Capital Cost (CAD)", "Energy System Average Yearly Operational Cost (CAD)",
             "Energy System Life Cycle Cost (CAD)"]
   for building in buildings:
diff --git a/scripts/random_assignation.py b/scripts/random_assignation.py
index d607c259..38831b66 100644
--- a/scripts/random_assignation.py
+++ b/scripts/random_assignation.py
@@ -15,8 +15,8 @@ from hub.city_model_structure.building import Building
 energy_systems_format = 'montreal_custom'
 
 # parameters:
-residential_systems_percentage = {'system 1 gas': 100,
-                                  'system 1 electricity': 0,
+residential_systems_percentage = {'system 1 gas': 44,
+                                  'system 1 electricity': 6,
                                   'system 2 gas': 0,
                                   'system 2 electricity': 0,
                                   'system 3 and 4 gas': 0,
@@ -25,8 +25,8 @@ residential_systems_percentage = {'system 1 gas': 100,
                                   'system 5 electricity': 0,
                                   'system 6 gas': 0,
                                   'system 6 electricity': 0,
-                                  'system 8 gas': 0,
-                                  'system 8 electricity': 0}
+                                  'system 8 gas': 44,
+                                  'system 8 electricity': 6}
 
 residential_new_systems_percentage = {'PV+ASHP+GasBoiler+TES': 100,
                                       'PV+4Pipe+DHW': 0,
diff --git a/scripts/report_creation.py b/scripts/report_creation.py
index f72acab0..cca587f4 100644
--- a/scripts/report_creation.py
+++ b/scripts/report_creation.py
@@ -1,9 +1,4 @@
 import subprocess
-import hub.helpers.constants as cte
-import matplotlib.pyplot as plt
-import random
-import matplotlib.colors as mcolors
-from matplotlib import cm
 import datetime
 
 class LatexReport:
diff --git a/scripts/system_simulation_models/archetype1.py b/scripts/system_simulation_models/archetype1.py
index 149c11e7..d58b514d 100644
--- a/scripts/system_simulation_models/archetype1.py
+++ b/scripts/system_simulation_models/archetype1.py
@@ -18,7 +18,7 @@ class Archetype1:
     self._hourly_cooling_demand = [demand / 3600 for demand in building.cooling_demand[cte.HOUR]]
     self._hourly_dhw_demand = building.domestic_hot_water_heat_demand[cte.HOUR]
     self._output_path = output_path
-    self._t_out = building.external_temperature[cte.HOUR]
+    self._t_out = [0] + building.external_temperature[cte.HOUR]
 
   def hvac_sizing(self):
     storage_factor = 3
@@ -32,11 +32,11 @@ class Archetype1:
       (self._heating_peak_load * storage_factor) / (cte.WATER_HEAT_CAPACITY * cte.WATER_DENSITY * 30))
     return heat_pump, boiler, thermal_storage
 
-  def hvac_simulation(self):
+  def heating_system_simulation(self):
     hp, boiler, tes = self.hvac_sizing()
+    cop_curve_coefficients = [float(coefficient) for coefficient in hp.heat_efficiency_curve.coefficients]
     demand = self._hourly_heating_demand
-    if hp.source_medium == cte.AIR:
-      hp.source_temperature = self._t_out
+    hp.source_temperature = self._t_out
     # Heating System Simulation
     variable_names = ["t_sup_hp", "t_tank", "t_ret", "m_ch", "m_dis", "q_hp", "q_boiler", "hp_cop",
                       "hp_electricity", "boiler_gas", "boiler_consumption", "t_sup_boiler", "heating_consumption"]
@@ -45,7 +45,6 @@ class Archetype1:
     (t_sup_hp, t_tank, t_ret, m_ch, m_dis, q_hp, q_boiler, hp_cop,
      hp_electricity, boiler_gas, boiler_consumption, t_sup_boiler, heating_consumption) = [variables[name] for name in
                                                                                            variable_names]
-
     t_tank[0] = 30
     dt = 3600
     hp_heating_cap = hp.nominal_heat_output
@@ -66,7 +65,7 @@ class Archetype1:
                         m_dis[i] * (t_tank[i] - t_ret[i])) * (dt / (cte.WATER_DENSITY * v)))
       if t_tank[i + 1] < 40:
         q_hp[i + 1] = hp_heating_cap
-        m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * 7)
+        m_ch[i + 1] = q_hp[i + 1] / (cte.WATER_HEAT_CAPACITY * 5)
         t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY)) + t_tank[i + 1]
       elif 40 <= t_tank[i + 1] < 55 and q_hp[i] == 0:
         q_hp[i + 1] = 0
@@ -78,54 +77,116 @@ class Archetype1:
         t_sup_hp[i + 1] = (q_hp[i + 1] / (m_ch[i + 1] * cte.WATER_HEAT_CAPACITY)) + t_tank[i + 1]
       else:
         q_hp[i + 1], m_ch[i + 1], t_sup_hp[i + 1] = 0, 0, t_tank[i + 1]
-
-      hp_electricity[i + 1] = q_hp[i + 1] / hp_efficiency
+      t_sup_hp_fahrenheit = 1.8 * t_sup_hp[i + 1] + 32
+      t_out_fahrenheit = 1.8 * self._t_out[i + 1] + 32
+      if q_hp[i + 1] > 0:
+        hp_cop[i + 1] = (cop_curve_coefficients[0] +
+                         cop_curve_coefficients[1] * t_sup_hp_fahrenheit +
+                         cop_curve_coefficients[2] * t_sup_hp_fahrenheit ** 2 +
+                         cop_curve_coefficients[3] * t_out_fahrenheit +
+                         cop_curve_coefficients[4] * t_out_fahrenheit ** 2 +
+                         cop_curve_coefficients[5] * t_sup_hp_fahrenheit * t_out_fahrenheit)
+        hp_electricity[i + 1] = q_hp[i + 1] / hp_cop[i + 1]
+      else:
+        hp_cop[i + 1] = 0
+        hp_electricity[i + 1] = 0
       if demand[i + 1] == 0:
         m_dis[i + 1], t_return, t_ret[i + 1] = 0, t_tank[i + 1], t_tank[i + 1]
       else:
-        if demand[i + 1] > 0.5 * self._heating_peak_load:
+        if demand[i + 1] > 0.5 * self._heating_peak_load / dt:
           factor = 8
         else:
           factor = 4
         m_dis[i + 1] = self._heating_peak_load / (cte.WATER_HEAT_CAPACITY * factor * dt)
-        t_return = t_tank[i + 1] - demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * dt)
-      if m_dis[i + 1] == 0 or (m_dis[i + 1] > 0 and t_return < 25):
-        t_ret[i + 1] = max(25, t_tank[i + 1])
-      else:
-        t_ret[i + 1] = t_tank[i + 1] - demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * dt)
-      tes_output = m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * (t_tank[i + 1] - t_ret[i + 1])
-      if tes_output < (demand[i + 1] / dt):
-        q_boiler[i + 1] = (demand[i + 1] / dt) - tes_output
-        boiler_gas[i + 1] = (q_boiler[i + 1] * dt) / cte.NATURAL_GAS_LHV
-      if q_boiler[i + 1] > 0:
-        t_sup_boiler[i + 1] = q_boiler[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY) + t_tank[i + 1]
-      else:
-        t_sup_boiler[i + 1] = t_tank[i + 1]
+        t_return = t_tank[i + 1] - demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY)
+        if t_return >= 25:
+          t_ret[i + 1] = t_tank[i + 1] - demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY)
+          q_boiler[i + 1] = 0
+          t_sup_boiler[i + 1] = t_tank[i + 1]
+        else:
+          t_ret[i + 1] = 25
+          t_sup_boiler[i + 1] = t_ret[i + 1] + (demand[i + 1] / (m_dis[i + 1] * cte.WATER_HEAT_CAPACITY))
+          q_boiler[i + 1] = m_dis[i + 1] * cte.WATER_HEAT_CAPACITY * (t_sup_boiler[i + 1] - t_tank[i + 1])
+      boiler_gas[i + 1] = (q_boiler[i + 1] * dt) / cte.NATURAL_GAS_LHV
       boiler_consumption[i + 1] = q_boiler[i + 1] / boiler_efficiency
       heating_consumption[i + 1] = boiler_consumption[i + 1] + hp_electricity[i + 1]
-    data = list(zip(q_hp, hp_electricity, hp_cop, m_ch, t_sup_hp, t_tank, m_dis, q_boiler,
+    data = list(zip(self._t_out, q_hp, hp_electricity, hp_cop, m_ch, t_sup_hp, t_tank, m_dis, q_boiler,
                     boiler_gas, t_sup_boiler, t_ret, demand))
-    file_name = f'simulation_results_{self._name}.csv'
+    file_name = f'heating_system_simulation_results_{self._name}.csv'
     with open(self._output_path / file_name, 'w', newline='') as csvfile:
       output_file = csv.writer(csvfile)
       # Write header
-      output_file.writerow(['HP_heat_output(W)', 'HP_electricity_consumption(W)', 'HP_COP',
-                            'TES_charge_flow_rate(kg/s)', 'TES_supply_temperature(C)', 'TES_temperature(C)',
+      output_file.writerow(['Outside_air_temperature', 'HP_heat_output(W)', 'HP_heating_electricity_consumption(W)',
+                            'HP_COP', 'TES_charge_flow_rate(kg/s)', 'TES_supply_temperature(C)', 'TES_temperature(C)',
                             'TES_discharge_flow_rate(kg/s)', 'Boiler_heat_output(W)', 'Boiler_gas_consumption(m3)',
-                            'Boiler_supply_temperature(C)', 'Return_temperature(C)', 'heating_demand'])
+                            'Boiler_supply_temperature(C)', 'Heating_loop_return_temperature(C)', 'Heating_demand (W)'])
       # Write data
       output_file.writerows(data)
     return heating_consumption, hp_electricity, boiler_consumption, t_sup_hp, t_sup_boiler
 
+  def cooling_system_simulation(self):
+    hp = self.hvac_sizing()[0]
+    eer_curve_coefficients = [float(coefficient) for coefficient in hp.cooling_efficiency_curve.coefficients]
+    demand = self._hourly_heating_demand
+    hp.source_temperature = self._t_out
+    variable_names = ["t_sup_hp", "t_ret", "m", "q_hp", "hp_electricity", "hp_eer"]
+    num_hours = len(demand)
+    variables = {name: [0] * num_hours for name in variable_names}
+    (t_sup_hp, t_ret, m, q_hp, hp_electricity, hp_eer) = [variables[name] for name in variable_names]
+    t_ret[0] = 13
+    dt = 3600
+    for i in range(len(demand) - 1):
+      if demand[i] > 0:
+        m[i] = self._cooling_peak_load / (cte.WATER_HEAT_CAPACITY * 5 * dt)
+        if t_ret[i] > 13:
+          q_hp[i] = hp.nominal_cooling_output
+          t_sup_hp[i] = t_ret[i] - q_hp[i] / (m[i] * cte.WATER_HEAT_CAPACITY)
+        else:
+          q_hp[i] = 0
+          t_sup_hp[i] = t_ret[i]
+        t_ret[i + 1] = t_sup_hp[i] + demand[i] / (m[i] * cte.WATER_HEAT_CAPACITY)
+      else:
+        m[i] = 0
+        q_hp[i] = 0
+        t_sup_hp[i] = t_ret[i]
+        t_ret[i + 1] = t_ret[i]
+      t_sup_hp_fahrenheit = 1.8 * t_sup_hp[i] + 32
+      t_out_fahrenheit = 1.8 * self._t_out[i] + 32
+      if q_hp[i] > 0:
+        hp_eer[i] = 1/((eer_curve_coefficients[0] +
+                        eer_curve_coefficients[1] * t_sup_hp_fahrenheit +
+                        eer_curve_coefficients[2] * t_sup_hp_fahrenheit ** 2 +
+                        eer_curve_coefficients[3] * t_out_fahrenheit +
+                        eer_curve_coefficients[4] * t_out_fahrenheit ** 2 +
+                        eer_curve_coefficients[5] * t_sup_hp_fahrenheit * t_out_fahrenheit))
+        hp_electricity[i] = q_hp[i] / hp_eer[i]
+      else:
+        hp_eer[i] = 0
+        hp_electricity[i] = 0
+
+    data = list(zip(q_hp, hp_electricity, hp_eer, m, t_sup_hp, t_ret, demand, self._t_out))
+    file_name = f'cooling_system_simulation_results_{self._name}.csv'
+    with open(self._output_path / file_name, 'w', newline='') as csvfile:
+      output_file = csv.writer(csvfile)
+      # Write header
+      output_file.writerow(['HP_cooling_output (W)', 'HP_cooling_electricity_consumption (W)', 'HP_EER',
+                            'Cooling_loop_flow_rate(kg/s)', 'Cooling_supply_temperature(C)',
+                            'Cooling_loop_return_temperature(C)', 'Cooling_demand (W)', 'Outside_Air_Temperature'])
+      # Write data
+      output_file.writerows(data)
+      return hp_electricity, t_sup_hp
+
+
   def enrich_buildings(self):
-    (self._building.heating_consumption[cte.HOUR], hp_electricity,
-     boiler_consumption, t_sup_hp, t_sup_boiler) = self.hvac_simulation()
+    (self._building.heating_consumption[cte.HOUR], hp_electricity_heating,
+     boiler_consumption, t_sup_hp, t_sup_boiler) = self.heating_system_simulation()
+    hp_electricity_cooling, t_sup_hp_cooling = self.cooling_system_simulation()
     self._building.heating_consumption[cte.MONTH] = MonthlyValues.get_total_month(
       self._building.heating_consumption[cte.HOUR])
     self._building.heating_consumption[cte.YEAR] = [sum(self._building.heating_consumption[cte.MONTH])]
     self._hvac_system.generation_systems[0].energy_consumption[cte.HEATING] = {}
     self._hvac_system.generation_systems[1].energy_consumption[cte.HEATING] = {}
-    self._hvac_system.generation_systems[0].energy_consumption[cte.HEATING][cte.HOUR] = hp_electricity
+    self._hvac_system.generation_systems[0].energy_consumption[cte.HEATING][cte.HOUR] = hp_electricity_heating
     self._hvac_system.generation_systems[0].energy_consumption[cte.HEATING][cte.MONTH] = MonthlyValues.get_total_month(
       self._hvac_system.generation_systems[0].energy_consumption[cte.HEATING][cte.HOUR])
     self._hvac_system.generation_systems[0].energy_consumption[cte.HEATING][cte.YEAR] = \
@@ -137,5 +198,12 @@ class Archetype1:
         [sum(self._hvac_system.generation_systems[1].energy_consumption[cte.HEATING][cte.MONTH])]
     self._hvac_system.generation_systems[0].heat_supply_temperature = t_sup_hp
     self._hvac_system.generation_systems[1].heat_supply_temperature = t_sup_boiler
-    self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING] = self._building.cooling_consumption
-    self._dhw_system.generation_systems[0].energy_consumption[cte.DOMESTIC_HOT_WATER] = self._building.domestic_hot_water_consumption
+    self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING] = {}
+    self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING][cte.HOUR] = hp_electricity_cooling
+    self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING][cte.MONTH] = MonthlyValues.get_total_month(
+      self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING][cte.HOUR])
+    self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING][cte.YEAR] = \
+        [sum(self._hvac_system.generation_systems[0].energy_consumption[cte.COOLING][cte.MONTH])]
+    self._hvac_system.generation_systems[0].cooling_supply_temperature = t_sup_hp_cooling
+    self._dhw_system.generation_systems[0].energy_consumption[cte.DOMESTIC_HOT_WATER] = (
+      self._building.domestic_hot_water_consumption)