From 76a6f5f9308727b02c8f8e1e4c31d1fb5184a437 Mon Sep 17 00:00:00 2001
From: Andrea Gabaldon Moreno <a_gabald@LT-LABOCANIA.encs.concordia.ca>
Date: Wed, 17 Jul 2024 18:39:52 -0400
Subject: [PATCH] 2024-07-17_course_update

Lachine data model is assessed for several building types and U-values
---
 ...Calcul Sup-lot_2023-0428_HYP-BRUTE-90.xlsx |   Bin 52168 -> 57722 bytes
 .../construction/nrcan_constructions.json     | 11648 ----------------
 ...function_to_nrcan_construction_function.py |    86 -
 .../construction/nrcan_physics_parameters.py  |   105 -
 hub/imports/geometry/geojson.py               |     2 +
 .../Lachine_moved_existing_year_type.geojson  |    45 +
 main.py                                       |   117 +-
 processor.py                                  |   145 +
 updated_buildings.geojson                     |   113 +
 9 files changed, 413 insertions(+), 11848 deletions(-)
 delete mode 100644 hub/data/construction/nrcan_constructions.json
 delete mode 100644 hub/helpers/data/hub_function_to_nrcan_construction_function.py
 delete mode 100644 hub/imports/construction/nrcan_physics_parameters.py
 create mode 100644 input_files/Lachine_moved_existing_year_type.geojson
 create mode 100644 processor.py
 create mode 100644 updated_buildings.geojson

diff --git a/building_data/Calcul Sup-lot_2023-0428_HYP-BRUTE-90.xlsx b/building_data/Calcul Sup-lot_2023-0428_HYP-BRUTE-90.xlsx
index 22f5b134243f6e84253d6e72919210e845a47340..47b21645996556f2b769bef93e61cfb16b830d94 100644
GIT binary patch
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diff --git a/hub/data/construction/nrcan_constructions.json b/hub/data/construction/nrcan_constructions.json
deleted file mode 100644
index 7d4a6541..00000000
--- a/hub/data/construction/nrcan_constructions.json
+++ /dev/null
@@ -1,11648 +0,0 @@
-{
-  "opaque_surfaces": [
-    {
-      "1000_1900_4": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "4",
-        "type": "OutdoorsWall",
-        "u_value": 0.994,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_0": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_4": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "4",
-        "type": "OutdoorsRoofCeiling",
-        "u_value": 0.363,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_1": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_4": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "4",
-        "type": "OutdoorsFloor",
-        "u_value": 3.822,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_2": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_4": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "4",
-        "type": "GroundWall",
-        "u_value": 0.678,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_3": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_4": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "4",
-        "type": "GroundRoofCeiling",
-        "u_value": 0.678,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_4": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_4": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "4",
-        "type": "GroundFloor",
-        "u_value": 0.678,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_5": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_5": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "5",
-        "type": "OutdoorsWall",
-        "u_value": 0.9,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_6": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_5": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "5",
-        "type": "OutdoorsRoofCeiling",
-        "u_value": 0.296,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_7": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_5": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "5",
-        "type": "OutdoorsFloor",
-        "u_value": 3.822,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_8": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_5": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "5",
-        "type": "GroundWall",
-        "u_value": 0.678,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_9": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_5": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "5",
-        "type": "GroundRoofCeiling",
-        "u_value": 0.678,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_10": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_5": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "5",
-        "type": "GroundFloor",
-        "u_value": 0.678,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_11": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_6": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "6",
-        "type": "OutdoorsWall",
-        "u_value": 0.823,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_12": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_6": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "6",
-        "type": "OutdoorsRoofCeiling",
-        "u_value": 0.267,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_13": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_6": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "6",
-        "type": "OutdoorsFloor",
-        "u_value": 3.822,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_14": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_6": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "6",
-        "type": "GroundWall",
-        "u_value": 0.678,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_15": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_6": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "6",
-        "type": "GroundRoofCeiling",
-        "u_value": 0.678,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_16": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_6": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "6",
-        "type": "GroundFloor",
-        "u_value": 0.678,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_17": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_7A": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7A",
-        "type": "OutdoorsWall",
-        "u_value": 0.772,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_18": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_7A": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7A",
-        "type": "OutdoorsRoofCeiling",
-        "u_value": 0.227,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_19": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_7A": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7A",
-        "type": "OutdoorsFloor",
-        "u_value": 3.822,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_20": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_7A": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7A",
-        "type": "GroundWall",
-        "u_value": 0.678,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_21": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_7A": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7A",
-        "type": "GroundRoofCeiling",
-        "u_value": 0.678,
-        "layers": {
-          "Asphalt 1": 0.01,
-          "virtual_no_mass_22": 0,
-          "MW Glass Wool (rolls)": 0.05,
-          "Plasterboard": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_7A": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7A",
-        "type": "GroundFloor",
-        "u_value": 0.678,
-        "layers": {
-          "Cast Concrete": 0.1,
-          "virtual_no_mass_23": 0,
-          "Timber Flooring": 0.01
-        }
-      }
-    },
-    {
-      "1000_1900_7B": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7B",
-        "type": "OutdoorsWall",
-        "u_value": 0.772,
-        "layers": {
-          "Brickwork Outer": 0.1,
-          "virtual_no_mass_24": 0,
-          "Concrete Block (Medium)": 0.1,
-          "Gypsum Plastering": 0.013
-        }
-      }
-    },
-    {
-      "1000_1900_7B": {
-        "period_of_construction": "1000_1900",
-        "climate_zone": "7B",
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-      }
-    },
-    {
-      "virtual_no_mass_465": {
-        "no_mass": true,
-        "thermal_resistance": 4.708715106732348
-      }
-    },
-    {
-      "virtual_no_mass_466": {
-        "no_mass": true,
-        "thermal_resistance": 3.4456190476190476
-      }
-    },
-    {
-      "virtual_no_mass_467": {
-        "no_mass": true,
-        "thermal_resistance": 2.478598280790823
-      }
-    },
-    {
-      "virtual_no_mass_468": {
-        "no_mass": true,
-        "thermal_resistance": 3.1214135194307606
-      }
-    },
-    {
-      "virtual_no_mass_469": {
-        "no_mass": true,
-        "thermal_resistance": 3.865061435973353
-      }
-    },
-    {
-      "virtual_no_mass_470": {
-        "no_mass": true,
-        "thermal_resistance": 4.245362196962524
-      }
-    },
-    {
-      "virtual_no_mass_471": {
-        "no_mass": true,
-        "thermal_resistance": 1.7073737251092764
-      }
-    },
-    {
-      "virtual_no_mass_472": {
-        "no_mass": true,
-        "thermal_resistance": 0.44427766599597596
-      }
-    },
-    {
-      "virtual_no_mass_473": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_474": {
-        "no_mass": true,
-        "thermal_resistance": 3.5439326469858594
-      }
-    },
-    {
-      "virtual_no_mass_475": {
-        "no_mass": true,
-        "thermal_resistance": 5.093970695970697
-      }
-    },
-    {
-      "virtual_no_mass_476": {
-        "no_mass": true,
-        "thermal_resistance": 5.304556727667129
-      }
-    },
-    {
-      "virtual_no_mass_477": {
-        "no_mass": true,
-        "thermal_resistance": 2.5853327722682193
-      }
-    },
-    {
-      "virtual_no_mass_478": {
-        "no_mass": true,
-        "thermal_resistance": 1.3222367131549189
-      }
-    },
-    {
-      "virtual_no_mass_479": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_480": {
-        "no_mass": true,
-        "thermal_resistance": 3.995393340779003
-      }
-    },
-    {
-      "virtual_no_mass_481": {
-        "no_mass": true,
-        "thermal_resistance": 5.093970695970697
-      }
-    },
-    {
-      "virtual_no_mass_482": {
-        "no_mass": true,
-        "thermal_resistance": 5.304556727667129
-      }
-    },
-    {
-      "virtual_no_mass_483": {
-        "no_mass": true,
-        "thermal_resistance": 3.4679371053909667
-      }
-    },
-    {
-      "virtual_no_mass_484": {
-        "no_mass": true,
-        "thermal_resistance": 2.204841046277666
-      }
-    },
-    {
-      "virtual_no_mass_485": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_486": {
-        "no_mass": true,
-        "thermal_resistance": 4.708715106732348
-      }
-    },
-    {
-      "virtual_no_mass_487": {
-        "no_mass": true,
-        "thermal_resistance": 5.9300910973084875
-      }
-    },
-    {
-      "virtual_no_mass_488": {
-        "no_mass": true,
-        "thermal_resistance": 6.012915359523029
-      }
-    },
-    {
-      "virtual_no_mass_489": {
-        "no_mass": true,
-        "thermal_resistance": 3.4679371053909667
-      }
-    },
-    {
-      "virtual_no_mass_490": {
-        "no_mass": true,
-        "thermal_resistance": 2.204841046277666
-      }
-    },
-    {
-      "virtual_no_mass_491": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_492": {
-        "no_mass": true,
-        "thermal_resistance": 4.708715106732348
-      }
-    },
-    {
-      "virtual_no_mass_493": {
-        "no_mass": true,
-        "thermal_resistance": 5.9300910973084875
-      }
-    },
-    {
-      "virtual_no_mass_494": {
-        "no_mass": true,
-        "thermal_resistance": 6.012915359523029
-      }
-    },
-    {
-      "virtual_no_mass_495": {
-        "no_mass": true,
-        "thermal_resistance": 3.4679371053909667
-      }
-    },
-    {
-      "virtual_no_mass_496": {
-        "no_mass": true,
-        "thermal_resistance": 2.204841046277666
-      }
-    },
-    {
-      "virtual_no_mass_497": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_498": {
-        "no_mass": true,
-        "thermal_resistance": 5.411291219144526
-      }
-    },
-    {
-      "virtual_no_mass_499": {
-        "no_mass": true,
-        "thermal_resistance": 6.948177095631642
-      }
-    },
-    {
-      "virtual_no_mass_500": {
-        "no_mass": true,
-        "thermal_resistance": 6.88232937447695
-      }
-    },
-    {
-      "virtual_no_mass_501": {
-        "no_mass": true,
-        "thermal_resistance": 4.708715106732348
-      }
-    },
-    {
-      "virtual_no_mass_502": {
-        "no_mass": true,
-        "thermal_resistance": 3.4456190476190476
-      }
-    },
-    {
-      "virtual_no_mass_503": {
-        "no_mass": true,
-        "thermal_resistance": 2.478598280790823
-      }
-    },
-    {
-      "virtual_no_mass_504": {
-        "no_mass": true,
-        "thermal_resistance": 3.395086206896552
-      }
-    },
-    {
-      "virtual_no_mass_505": {
-        "no_mass": true,
-        "thermal_resistance": 4.781275261324042
-      }
-    },
-    {
-      "virtual_no_mass_506": {
-        "no_mass": true,
-        "thermal_resistance": 5.021423003609256
-      }
-    },
-    {
-      "virtual_no_mass_507": {
-        "no_mass": true,
-        "thermal_resistance": 1.7073737251092764
-      }
-    },
-    {
-      "virtual_no_mass_508": {
-        "no_mass": true,
-        "thermal_resistance": 0.44427766599597596
-      }
-    },
-    {
-      "virtual_no_mass_509": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_510": {
-        "no_mass": true,
-        "thermal_resistance": 3.720395250487963
-      }
-    },
-    {
-      "virtual_no_mass_511": {
-        "no_mass": true,
-        "thermal_resistance": 5.093970695970697
-      }
-    },
-    {
-      "virtual_no_mass_512": {
-        "no_mass": true,
-        "thermal_resistance": 5.554361567635904
-      }
-    },
-    {
-      "virtual_no_mass_513": {
-        "no_mass": true,
-        "thermal_resistance": 2.5853327722682193
-      }
-    },
-    {
-      "virtual_no_mass_514": {
-        "no_mass": true,
-        "thermal_resistance": 1.3222367131549189
-      }
-    },
-    {
-      "virtual_no_mass_515": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_516": {
-        "no_mass": true,
-        "thermal_resistance": 4.113477011494253
-      }
-    },
-    {
-      "virtual_no_mass_517": {
-        "no_mass": true,
-        "thermal_resistance": 5.9300910973084875
-      }
-    },
-    {
-      "virtual_no_mass_518": {
-        "no_mass": true,
-        "thermal_resistance": 6.2503322636066
-      }
-    },
-    {
-      "virtual_no_mass_519": {
-        "no_mass": true,
-        "thermal_resistance": 3.4679371053909667
-      }
-    },
-    {
-      "virtual_no_mass_520": {
-        "no_mass": true,
-        "thermal_resistance": 2.204841046277666
-      }
-    },
-    {
-      "virtual_no_mass_521": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_522": {
-        "no_mass": true,
-        "thermal_resistance": 4.597973135525261
-      }
-    },
-    {
-      "virtual_no_mass_523": {
-        "no_mass": true,
-        "thermal_resistance": 6.948177095631642
-      }
-    },
-    {
-      "virtual_no_mass_524": {
-        "no_mass": true,
-        "thermal_resistance": 7.0864526649443915
-      }
-    },
-    {
-      "virtual_no_mass_525": {
-        "no_mass": true,
-        "thermal_resistance": 3.4679371053909667
-      }
-    },
-    {
-      "virtual_no_mass_526": {
-        "no_mass": true,
-        "thermal_resistance": 2.204841046277666
-      }
-    },
-    {
-      "virtual_no_mass_527": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_528": {
-        "no_mass": true,
-        "thermal_resistance": 5.209968239564429
-      }
-    },
-    {
-      "virtual_no_mass_529": {
-        "no_mass": true,
-        "thermal_resistance": 7.230722832722833
-      }
-    },
-    {
-      "virtual_no_mass_530": {
-        "no_mass": true,
-        "thermal_resistance": 8.104538663267546
-      }
-    },
-    {
-      "virtual_no_mass_531": {
-        "no_mass": true,
-        "thermal_resistance": 3.4679371053909667
-      }
-    },
-    {
-      "virtual_no_mass_532": {
-        "no_mass": true,
-        "thermal_resistance": 2.204841046277666
-      }
-    },
-    {
-      "virtual_no_mass_533": {
-        "no_mass": true,
-        "thermal_resistance": 1.1610798163620788
-      }
-    },
-    {
-      "virtual_no_mass_534": {
-        "no_mass": true,
-        "thermal_resistance": 6.007416405433647
-      }
-    },
-    {
-      "virtual_no_mass_535": {
-        "no_mass": true,
-        "thermal_resistance": 7.774623376623378
-      }
-    },
-    {
-      "virtual_no_mass_536": {
-        "no_mass": true,
-        "thermal_resistance": 8.387084400358736
-      }
-    },
-    {
-      "virtual_no_mass_537": {
-        "no_mass": true,
-        "thermal_resistance": 4.708715106732348
-      }
-    },
-    {
-      "virtual_no_mass_538": {
-        "no_mass": true,
-        "thermal_resistance": 3.4456190476190476
-      }
-    },
-    {
-      "virtual_no_mass_539": {
-        "no_mass": true,
-        "thermal_resistance": 2.478598280790823
-      }
-    }
-  ]
-}
\ No newline at end of file
diff --git a/hub/helpers/data/hub_function_to_nrcan_construction_function.py b/hub/helpers/data/hub_function_to_nrcan_construction_function.py
deleted file mode 100644
index d8618f07..00000000
--- a/hub/helpers/data/hub_function_to_nrcan_construction_function.py
+++ /dev/null
@@ -1,86 +0,0 @@
-"""
-Dictionaries module for hub function to nrcan construction function
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2022 Concordia CERC group
-Project Coder Guille Gutierrez Guillermo.GutierrezMorote@concordia.ca
-"""
-
-import hub.helpers.constants as cte
-
-
-class HubFunctionToNrcanConstructionFunction:
-  """
-  Hub function to nrcan construction function class
-  """
-  def __init__(self):
-    self._dictionary = {
-      cte.RESIDENTIAL: 'MidriseApartment',
-      cte.SINGLE_FAMILY_HOUSE: 'MidriseApartment',
-      cte.MULTI_FAMILY_HOUSE: 'HighriseApartment',
-      cte.ROW_HOUSE: 'MidriseApartment',
-      cte.MID_RISE_APARTMENT: 'MidriseApartment',
-      cte.HIGH_RISE_APARTMENT: 'HighriseApartment',
-      cte.OFFICE_AND_ADMINISTRATION: 'MediumOffice',
-      cte.SMALL_OFFICE: 'SmallOffice',
-      cte.MEDIUM_OFFICE: 'MediumOffice',
-      cte.LARGE_OFFICE: 'LargeOffice',
-      cte.COURTHOUSE: 'MediumOffice',
-      cte.FIRE_STATION: 'n/a',
-      cte.PENITENTIARY: 'LargeHotel',
-      cte.POLICE_STATION: 'n/a',
-      cte.POST_OFFICE: 'MediumOffice',
-      cte.LIBRARY: 'MediumOffice',
-      cte.EDUCATION: 'SecondarySchool',
-      cte.PRIMARY_SCHOOL: 'PrimarySchool',
-      cte.PRIMARY_SCHOOL_WITH_SHOWER: 'PrimarySchool',
-      cte.SECONDARY_SCHOOL: 'SecondarySchool',
-      cte.UNIVERSITY: 'SecondarySchool',
-      cte.LABORATORY_AND_RESEARCH_CENTER: 'SecondarySchool',
-      cte.STAND_ALONE_RETAIL: 'RetailStandalone',
-      cte.HOSPITAL: 'Hospital',
-      cte.OUT_PATIENT_HEALTH_CARE: 'Outpatient',
-      cte.HEALTH_CARE: 'Outpatient',
-      cte.RETIREMENT_HOME_OR_ORPHANAGE: 'SmallHotel',
-      cte.COMMERCIAL: 'RetailStripmall',
-      cte.STRIP_MALL: 'RetailStripmall',
-      cte.SUPERMARKET: 'RetailStripmall',
-      cte.RETAIL_SHOP_WITHOUT_REFRIGERATED_FOOD: 'RetailStandalone',
-      cte.RETAIL_SHOP_WITH_REFRIGERATED_FOOD: 'RetailStandalone',
-      cte.RESTAURANT: 'FullServiceRestaurant',
-      cte.QUICK_SERVICE_RESTAURANT: 'QuickServiceRestaurant',
-      cte.FULL_SERVICE_RESTAURANT: 'FullServiceRestaurant',
-      cte.HOTEL: 'SmallHotel',
-      cte.HOTEL_MEDIUM_CLASS: 'SmallHotel',
-      cte.SMALL_HOTEL: 'SmallHotel',
-      cte.LARGE_HOTEL: 'LargeHotel',
-      cte.DORMITORY: 'SmallHotel',
-      cte.EVENT_LOCATION: 'n/a',
-      cte.CONVENTION_CENTER: 'n/a',
-      cte.HALL: 'n/a',
-      cte.GREEN_HOUSE: 'n/a',
-      cte.INDUSTRY: 'n/a',
-      cte.WORKSHOP: 'n/a',
-      cte.WAREHOUSE: 'Warehouse',
-      cte.WAREHOUSE_REFRIGERATED: 'Warehouse',
-      cte.SPORTS_LOCATION: 'n/a',
-      cte.SPORTS_ARENA: 'n/a',
-      cte.GYMNASIUM: 'n/a',
-      cte.MOTION_PICTURE_THEATRE: 'n/a',
-      cte.MUSEUM: 'n/a',
-      cte.PERFORMING_ARTS_THEATRE: 'n/a',
-      cte.TRANSPORTATION: 'n/a',
-      cte.AUTOMOTIVE_FACILITY: 'n/a',
-      cte.PARKING_GARAGE: 'n/a',
-      cte.RELIGIOUS: 'n/a',
-      cte.NON_HEATED: 'n/a',
-      cte.DATACENTER: 'n/a',
-      cte.FARM: 'n/a'
-    }
-
-  @property
-  def dictionary(self) -> dict:
-    """
-    Get the dictionary
-    :return: {}
-    """
-    return self._dictionary
diff --git a/hub/imports/construction/nrcan_physics_parameters.py b/hub/imports/construction/nrcan_physics_parameters.py
deleted file mode 100644
index e57aa22e..00000000
--- a/hub/imports/construction/nrcan_physics_parameters.py
+++ /dev/null
@@ -1,105 +0,0 @@
-"""
-NrcanPhysicsParameters import the construction and material information defined by NRCAN
-SPDX - License - Identifier: LGPL - 3.0 - or -later
-Copyright © 2022 Concordia CERC group
-Project Coder Pilar Monsalvete Alvarez de Uribarri pilar.monsalvete@concordia.ca
-"""
-
-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 NrcanPhysicsParameters:
-  """
-  NrcanPhysicsParameters 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_nrcan_climate_zone(city.climate_reference_city)
-
-  def enrich_buildings(self):
-    """
-    Returns the city with the construction parameters assigned to the buildings
-    """
-    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:
-        logging.error('Building %s has an unknown building function %s', building.name, building.function)
-        continue
-      function = Dictionaries().hub_function_to_nrcan_construction_function[building.function]
-      try:
-        archetype = self._search_archetype(nrcan_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
-    _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_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
diff --git a/hub/imports/geometry/geojson.py b/hub/imports/geometry/geojson.py
index b07a6a7b..3c39a9ee 100644
--- a/hub/imports/geometry/geojson.py
+++ b/hub/imports/geometry/geojson.py
@@ -135,6 +135,8 @@ 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:
diff --git a/input_files/Lachine_moved_existing_year_type.geojson b/input_files/Lachine_moved_existing_year_type.geojson
new file mode 100644
index 00000000..28894957
--- /dev/null
+++ b/input_files/Lachine_moved_existing_year_type.geojson
@@ -0,0 +1,45 @@
+{
+"type": "FeatureCollection",
+"name": "Lachine_moved_existing_year_type",
+"crs": { "type": "name", "properties": { "name": "urn:ogc:def:crs:OGC:1.3:CRS84" } },
+"features": [
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+]
+}
diff --git a/main.py b/main.py
index 479cffa1..98ef9d66 100644
--- a/main.py
+++ b/main.py
@@ -7,9 +7,31 @@ from hub.imports.usage_factory import UsageFactory
 from hub.imports.weather_factory import WeatherFactory
 import hub.helpers.constants as cte
 from hub.imports.energy_systems_factory import EnergySystemsFactory
+import geopandas as gpd
 # Specify the GeoJSON file path
 input_files_path = (Path(__file__).parent / 'input_files')
-geojson_file_path = input_files_path / 'test.geojson'
+
+building_type_2_modelling=2
+#'Lachine_New_Developments.geojson'
+geojson_file_path = input_files_path / 'Lachine_moved_existing_year_type.geojson'
+if building_type_2_modelling==1:
+    gdf = gpd.read_file(geojson_file_path)
+    # Filter gdf when 'building_type_2' is not null
+    filtered_gdf = gdf[gdf['building_type_2'].notnull()]
+    output_geojson =input_files_path /'Lachine_moved_existing_year_type_2.geojson'
+    geojson_file_path =output_geojson
+    filtered_gdf.to_file(output_geojson, driver='GeoJSON')
+    print(f"New GeoJSON saved in: {output_geojson}")
+if building_type_2_modelling==2:
+    gdf = gpd.read_file(geojson_file_path)
+    # Filter gdf when 'building_type_3' is not null
+    filtered_gdf = gdf[gdf['building_type_3'].notnull()]
+    output_geojson =input_files_path /'Lachine_moved_existing_year_type_3.geojson'
+    geojson_file_path = output_geojson
+    filtered_gdf.to_file(output_geojson, driver='GeoJSON')
+    print(f"New GeoJSON saved in: {output_geojson}")
+
+
 output_path = (Path(__file__).parent / 'out_files').resolve()
 output_path.mkdir(parents=True, exist_ok=True)
 # Create city object from GeoJSON file
@@ -24,15 +46,86 @@ ConstructionFactory('nrcan', city).enrich()
 UsageFactory('nrcan', city).enrich()
 WeatherFactory('epw', city).enrich()
 energy_plus_workflow(city)
+def to_dict(building, total_floor_area):
+    return {
+        'year_of_construction' : building.year_of_construction,
+        'type_function':building.function,
+        'beam_kWh_per_m2': sum(building.beam[cte.HOUR])/ (3.6e6),
+        'diffuse_kWh_per_m2': sum(building.diffuse[cte.HOUR])/ (3.6e6),
+        'direct_normal_kWh_per_m2': sum(building.direct_normal[cte.HOUR])/ (3.6e6),
+        'average_storey_height_meters': building.average_storey_height,
+        'max_height_meters_meters': building.max_height,
+        'global_horizontal_kWh_per_m2': sum(building.global_horizontal[cte.HOUR])/ (3.6e6),
+        'appliances_peak_load_kW':building.appliances_peak_load[cte.YEAR][0]/ (1e3),
+        'domestic_hot_water_peak_load_kW': building.domestic_hot_water_peak_load[cte.YEAR][0]/ (1e3),
+        'heating_peak_load_kW': building.heating_peak_load[cte.YEAR][0]/ (1e3),
+        'cooling_peak_load_kW': building.cooling_peak_load[cte.YEAR][0]/ (1e3),
+        'lighting_peak_load_kW': building.lighting_peak_load[cte.YEAR][0]/ (1e3),
+        'heating_demand_kWh_per_m2' : building.heating_demand[cte.YEAR][0]/ (3.6e6 * total_floor_area),
+        'cooling_demand_kWh_per_m2' : building.cooling_demand[cte.YEAR][0]/ (3.6e6 * total_floor_area),
+        'domestic_hot_water_heat_demand_kWh_per_m2':building.domestic_hot_water_heat_demand[cte.YEAR][0]/ (3.6e6 * total_floor_area),
+        'appliances_electrical_demand_kWh_per_m2':building.appliances_electrical_demand[cte.YEAR][0]/ (3.6e6 * total_floor_area),
+        'lighting_electrical_demand_kWh_per_m2': building.lighting_electrical_demand[cte.YEAR][0]/ (3.6e6 * total_floor_area),
+        'heating_demand_kWh': [x / (cte.WATTS_HOUR_TO_JULES * 1000) for x in building.heating_demand[cte.HOUR]],
+        'cooling_demand_kWh':[x / (cte.WATTS_HOUR_TO_JULES * 1000) for x in  building.cooling_demand[cte.HOUR]],
+        'domestic_hot_water_heat_demand_kWh': [x / (cte.WATTS_HOUR_TO_JULES * 1000) for x in building.domestic_hot_water_heat_demand[cte.HOUR]],
+        'appliances_electrical_demand_kWh':[x / (cte.WATTS_HOUR_TO_JULES * 1000) for x in  building.appliances_electrical_demand[cte.HOUR]],
+        'lighting_electrical_demand_kWh': [x / (cte.WATTS_HOUR_TO_JULES * 1000) for x in building.lighting_electrical_demand[cte.HOUR]]
+    }
+buildings_dic={}
+
 for building in city.buildings:
-  print(building.heating_demand[cte.YEAR][0] / 3.6e6)
-  print(building.name)
-  total_floor_area = 0
-  for thermal_zone in building.thermal_zones_from_internal_zones:
-    total_floor_area += thermal_zone.total_floor_area
-  print(building.heating_demand[cte.YEAR][0] / (3.6e6 * total_floor_area))
-  building.energy_systems_archetype_name = 'system 1 gas'
+
+    total_floor_area = 0
+    for thermal_zone in building.thermal_zones_from_internal_zones:
+        total_floor_area += thermal_zone.total_floor_area
+        print(building.heating_demand[cte.YEAR][0] / (3.6e6 * total_floor_area))
+        building.energy_systems_archetype_name = 'system 1 gas'
+        buildings_dic[building.name] = to_dict(building,total_floor_area)
 print('test')
+
+""""EXPORTERS"""
+import pandas as pd
+# Convert the dictionary to a DataFrame
+df = pd.DataFrame.from_dict(buildings_dic, orient='index')
+
+# Export the DataFrame to an Excel file
+excel_file_path = r'C:\Users\a_gabald\PycharmProjects\summer_course_2024\out_files\buildings.xlsx'
+df.to_excel(excel_file_path, index=True, index_label='Building')
+
+import json
+
+
+def make_json_serializable(data):
+    if isinstance(data, (str, int, float, bool, type(None))):
+        return data
+    elif isinstance(data, dict):
+        return {k: make_json_serializable(v) for k, v in data.items()}
+    elif isinstance(data, list):
+        return [make_json_serializable(item) for item in data]
+    else:
+        return str(data)  # Convert any other type to a string
+
+# Load the existing GeoJSON file
+
+with open(geojson_file_path, 'r') as f:
+    geojson_data = json.load(f)
+
+# Update the properties of each feature
+for feature in geojson_data['features']:
+    # Attempt to retrieve the building_id from 'id' or 'properties'
+    building_id = feature.get('id') or feature['properties'].get('id')
+
+    if building_id in buildings_dic:
+        serializable_properties = make_json_serializable(buildings_dic[building_id])
+        feature['properties'].update(serializable_properties)
+
+# Save the updated GeoJSON to a new file
+updated_geojson_file_path = r'C:\Users\a_gabald\PycharmProjects\summer_course_2024\out_files\updated_buildings.geojson'  # Replace with your actual path
+with open(updated_geojson_file_path, 'w') as f:
+    json.dump(geojson_data, f, indent=4)
+
+
 EnergySystemsFactory('montreal_custom', city).enrich()
 print('test')
 for building in city.buildings:
@@ -54,4 +147,10 @@ for building in city.buildings:
 #   total_floor_area = 0
 #   for thermal_zone in building.thermal_zones_from_internal_zones:
 #     total_floor_area += thermal_zone.total_floor_area
-#   print(building.heating_demand[cte.YEAR][0] / (3.6e6 * total_floor_area))
\ No newline at end of file
+#   print(building.heating_demand[cte.YEAR][0] / (3.6e6 * total_floor_area))
+
+
+for building in city.buildings:
+    print(building.name)
+    print(building.year_of_construction)
+    print(building.usages_percentage)
\ No newline at end of file
diff --git a/processor.py b/processor.py
new file mode 100644
index 00000000..9ebcba06
--- /dev/null
+++ b/processor.py
@@ -0,0 +1,145 @@
+import json
+from pathlib import Path
+import pandas as pd
+import geopandas as gpd
+# Specify the GeoJSON file path
+input_files_path = (Path(__file__).parent / 'input_files')
+geojson_file_path = input_files_path / 'Lachine_moved_existing_year_type.geojson'
+#read it to use later
+gdf = gpd.read_file(geojson_file_path)
+#define output path
+output_path = (Path(__file__).parent / 'out_files').resolve()
+output_path.mkdir(parents=True, exist_ok=True)
+# Define output folders
+output_folders = ['building_type', 'building_type_2', 'building_type_3']
+#output paths containing energy+ results are read
+
+gdf_building_outputs={}
+
+output_paths = {}
+# Create directories for the output folders
+for folder in output_folders:
+    path = output_path / folder
+    path.mkdir(parents=True, exist_ok=True)
+    output_paths[folder] = path
+# Read the resulting GeoDataFrames saved in each folder
+gdf_building_outputs = {}
+for folder in output_folders:
+    path = output_paths[folder] / 'updated_buildings.geojson'
+    if path.exists():
+        gdf_building_outputs[folder] = gpd.read_file(path)
+    else:
+        gdf_building_outputs[folder] = gpd.GeoDataFrame()
+
+
+
+
+
+percentage_data = {
+    1646: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1647: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1648: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1649: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1650: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1651: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1652: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1653: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1654: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1655: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1656: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1657: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1658: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1659: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1660: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1661: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1662: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1663: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1664: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1665: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1666: {"type1_%": 0.891045711, "type2_%": 0.108954289, "type3_%": 0},
+    1667: {"type1_%": 0.8, "type2_%": 0.2, "type3_%": 0},
+    1668: {"type1_%": 0.666666667, "type2_%": 0.333333333, "type3_%": 0},
+    1669: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1673: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1674: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1675: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1676: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1677: {"type1_%": 1, "type2_%": 0, "type3_%": 0},
+    1678: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1679: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1680: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1681: {"type1_%": 0.666666667, "type2_%": 0.3, "type3_%": 0},
+    1687: {"type1_%": 0.606611029, "type2_%": 0.28211422, "type3_%": 0.11127475},
+    1688: {"type1_%": 0.92, "type2_%": 0.1, "type3_%": 0},
+    1689: {"type1_%": 0.96, "type2_%": 0, "type3_%": 0},
+    1690: {"type1_%": 0.94, "type2_%": 0.1, "type3_%": 0},
+    1691: {"type1_%": 0.75, "type2_%": 0.3, "type3_%": 0},
+}
+
+
+# Define a function to calculate new demands based on percentages
+def calculate_demands(building_id, percentages, gdf_building_type, gdf_building_type_2, gdf_building_type_3):
+    new_demands = {}
+    for demand_type in [
+        'heating_demand_kWh', 'cooling_demand_kWh',
+        'domestic_hot_water_heat_demand_kWh',
+        'appliances_electrical_demand_kWh',
+        'lighting_electrical_demand_kWh']:
+        demand_type_1 = gdf_building_type.loc[gdf_building_type['id'] == building_id, demand_type].values[
+            0] if not gdf_building_type.empty else 0
+        demand_type_2 = gdf_building_type_2.loc[gdf_building_type_2['id'] == building_id, demand_type].values[
+            0] if not gdf_building_type_2.empty else 0
+        demand_type_3 = gdf_building_type_3.loc[gdf_building_type_3['id'] == building_id, demand_type].values[
+            0] if not gdf_building_type_3.empty else 0
+
+        new_demand = (
+                demand_type_1 * percentages['type1_%'] +
+                demand_type_2 * percentages['type2_%'] +
+                demand_type_3 * percentages['type3_%']
+        )
+        new_demands[demand_type] = new_demand
+    return new_demands
+
+
+# Process each building in the GeoJSON
+for idx, feature in gdf.iterrows():
+    building_id = feature['id']  # Adjust this based on your GeoJSON structure
+    if building_id == 1673:
+        percentages = percentage_data[building_id]
+        print(percentages)
+        new_demands = calculate_demands(building_id, percentages,
+                                        gdf_building_outputs.get('building_type', gpd.GeoDataFrame()),
+                                        gdf_building_outputs.get('building_type_2', gpd.GeoDataFrame()),
+                                        gdf_building_outputs.get('building_type_3', gpd.GeoDataFrame()))
+        print(new_demands)
+        # Update the properties of the feature
+        gdf.at[idx, 'heating_demand_kWh'] = new_demands['heating_demand_kWh']
+        gdf.at[idx, 'cooling_demand_kWh'] = new_demands['cooling_demand_kWh']
+        gdf.at[idx, 'domestic_hot_water_heat_demand_kWh'] = new_demands['domestic_hot_water_heat_demand_kWh']
+        gdf.at[idx, 'appliances_electrical_demand_kWh'] = new_demands['appliances_electrical_demand_kWh']
+        gdf.at[idx, 'lighting_electrical_demand_kWh'] = new_demands['lighting_electrical_demand_kWh']
+
+print('test')
+
+    #
+    # if building_id in percentage_data:
+    #     percentages = percentage_data[building_id]
+    #     new_demands = calculate_demands(building_id, percentages,
+    #                                     gdf_building_outputs.get('building_type', gpd.GeoDataFrame()),
+    #                                     gdf_building_outputs.get('building_type_2', gpd.GeoDataFrame()),
+    #                                     gdf_building_outputs.get('building_type_3', gpd.GeoDataFrame()))
+    #
+    #     # Update the properties of each feature
+    #     gdf.at[idx, 'heating_demand_kWh'] = new_demands['heating_demand_kWh']
+    #     gdf.at[idx, 'cooling_demand_kWh'] = new_demands['cooling_demand_kWh']
+    #     gdf.at[idx, 'domestic_hot_water_heat_demand_kWh'] = new_demands['domestic_hot_water_heat_demand_kWh']
+    #     gdf.at[idx, 'appliances_electrical_demand_kWh'] = new_demands['appliances_electrical_demand_kWh']
+    #     gdf.at[idx, 'lighting_electrical_demand_kWh'] = new_demands['lighting_electrical_demand_kWh']
+    #
+    #     # Save the updated GeoDataFrame to the appropriate folder
+    #     for folder, key in zip(output_folders, ['type1_%', 'type2_%', 'type3_%']):
+    #         if percentages[key] > 0:
+    #             output_gdf = gdf_building_outputs[folder]
+    #             output_gdf = output_gdf.append(gdf.iloc[[idx]], ignore_index=True)
+    #             output_gdf.to_file(output_paths[folder] / 'buildings.geojson', driver='GeoJSON')
+    #
diff --git a/updated_buildings.geojson b/updated_buildings.geojson
new file mode 100644
index 00000000..92beaef9
--- /dev/null
+++ b/updated_buildings.geojson
@@ -0,0 +1,113 @@
+{
+    "project": {
+        "country": "-",
+        "city": "Montreal, QC",
+        "latitude": 45.5019,
+        "cad_coordinates": [
+            0.0,
+            0.0
+        ],
+        "longitude": -73.5674,
+        "time_zone": -5.0,
+        "elevation": 40.0
+    },
+    "type": "FeatureCollection",
+    "mappers": [],
+    "features": [
+        {
+            "geometry": {
+                "type": "Polygon",
+                "coordinates": [
+                    [
+                        [
+                            -73.56460598928051,
+                            45.49740281507067
+                        ],
+                        [
+                            -73.56460599751905,
+                            45.497401799005075
+                        ],
+                        [
+                            -73.56517531829724,
+                            45.49740281063829
+                        ],
+                        [
+                            -73.5651753100587,
+                            45.49734347035089
+                        ],
+                        [
+                            -73.56517457279315,
+                            45.49734347035089
+                        ],
+                        [
+                            -73.56517457279315,
+                            45.497253770511335
+                        ],
+                        [
+                            -73.5651753100587,
+                            45.497253770511335
+                        ],
+                        [
+                            -73.56537248633211,
+                            45.497253758929254
+                        ],
+                        [
+                            -73.56537191925358,
+                            45.497208766225164
+                        ],
+                        [
+                            -73.56537192028448,
+                            45.497015574816565
+                        ],
+                        [
+                            -73.56455529412895,
+                            45.49701527683656
+                        ],
+                        [
+                            -73.56455529412895,
+                            45.49725375536205
+                        ],
+                        [
+                            -73.56460598928051,
+                            45.497253770511335
+                        ],
+                        [
+                            -73.56460598928051,
+                            45.49740281507067
+                        ]
+                    ]
+                ]
+            },
+            "type": "Feature",
+            "id": "1691",
+            "properties": {
+                "footprint_area": 2416.2204562020706,
+                "floor_height": 3.9999999999999996,
+                "year_built": 2024,
+                "detailed_model_filename": "C:\\Users\\umroot\\Downloads\\Group 3\\hb_json\\Building_1691_e4a64903.json",
+                "type": "Building",
+                "building_type": "1000",
+                "number_of_stories": 8,
+                "name": "Building_1691",
+                "number_of_stories_above_ground": 8,
+                "floor_area": 19329.763649616565,
+                "maximum_roof_height": 31.999999999999996,
+                "year_of_construction": 2024,
+                "type_function": "residential",
+                "heating_demand": [
+                    4528783398296.355
+                ],
+                "cooling_demand": [
+                    2074220778983.8276
+                ],
+                "domestic_hot_water_heat_demand": [
+                    6848139964182.653
+                ],
+                "appliances_electrical_demand": [
+                    2199514382726.829
+                ],
+                "lighting_electrical_demand": [
+                    1278208358263.9053
+                ],
+                "walls": [
+                    
\ No newline at end of file