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Merge pull request #768 from Hestia-Homes/bug/ashp-behaviour
Caught missing condition to require cavity wall insulation + ventilation ahead for ASHP/fabric first
This commit is contained in:
KhalimCK
GitHub
commit
a3ce2d5196
4 changed files with 245 additions and 253 deletions
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@ -12,6 +12,10 @@ WALL_INSULATION_MEASURES = ["internal_wall_insulation", "external_wall_insulatio
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ROOF_INSULATION_MEASURES = [
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"loft_insulation", "flat_roof_insulation", "room_roof_insulation", "sloping_ceiling_insulation"
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]
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WALL_INSULATION_WITH_VENTILATION_MEASURES = [
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"internal_wall_insulation+mechanical_ventilation", "external_wall_insulation+mechanical_ventilation",
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"cavity_wall_insulation+mechanical_ventilation"
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]
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# Both all and roof insulaiton measures are eligible for ECO4. These are the remaining fabric and heating measures
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# This is based on th measures we have recommendations for
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@ -165,7 +165,6 @@ class StrategicOptimiser:
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min_gain=self.target_gain,
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verbose=self.verbose
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)
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opt.setup()
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opt.solve()
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@ -14,10 +14,9 @@ from typing import Mapping, Union
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from itertools import product
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from backend.app.plan.schemas import (
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WALL_INSULATION_MEASURES, ROOF_INSULATION_MEASURES, ECO4_ELIGIBILE_FABRIC_MEASURES
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WALL_INSULATION_MEASURES, ROOF_INSULATION_MEASURES, ECO4_ELIGIBILE_FABRIC_MEASURES,
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WALL_INSULATION_WITH_VENTILATION_MEASURES
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)
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from recommendations.optimiser.CostOptimiser import CostOptimiser
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from recommendations.optimiser.GainOptimiser import GainOptimiser
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from recommendations.optimiser.StrategicOptimiser import StrategicOptimiser
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from utils.logger import setup_logger
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from backend.Funding import Funding
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@ -689,9 +688,10 @@ def optimise_with_scenarios(
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# - Only once the fabric has been upgraded, do we consider heating upgrades
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# This should be wall insulation, roof insulation, floor insulation and windows
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fabric_measures = WALL_INSULATION_MEASURES + ROOF_INSULATION_MEASURES + ECO4_ELIGIBILE_FABRIC_MEASURES + [
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"internal_wall_insulation+mechanical_ventilation", "external_wall_insulation+mechanical_ventilation"
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]
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fabric_measures = (
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WALL_INSULATION_MEASURES + ROOF_INSULATION_MEASURES + ECO4_ELIGIBILE_FABRIC_MEASURES +
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WALL_INSULATION_WITH_VENTILATION_MEASURES
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)
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fabric_only_measures = [
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[opt for opt in group if opt["type"] in fabric_measures] for group in optimisation_measures
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@ -751,11 +751,9 @@ def optimise_with_scenarios(
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# Scenario 1: Air source heat pump with required insulation
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# ------------------------------------------------------------------
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if enforce_heat_pump_insulation:
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# Wall measures could be IWI or EWI
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# Wall measures could be IWI, EWI or CWI
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remaining_wall_measures = [
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x for x in all_measure_types if x in WALL_INSULATION_MEASURES + [
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"internal_wall_insulation+mechanical_ventilation", "external_wall_insulation+mechanical_ventilation",
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]
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x for x in all_measure_types if x in WALL_INSULATION_MEASURES + WALL_INSULATION_WITH_VENTILATION_MEASURES
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]
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remaining_roof_measures = [x for x in all_measure_types if x in ROOF_INSULATION_MEASURES]
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@ -588,248 +588,30 @@ class TestCheckNeedsVentilation:
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class TestOptimiseWithScenarios:
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def test_zero_gain(self, property_instance):
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input_measures = [[{'id': '0_phase=0', 'cost': 16901.01977922431, 'gain': np.float64(2.0),
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'type': 'internal_wall_insulation+mechanical_ventilation', 'innovation_uplift': 0,
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'cost_minus_uplift': 16901.01977922431, 'raw_cost': 16341.019779224309,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0}],
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[{'id': '1_phase=1', 'cost': 1197.0, 'gain': 0, 'type': 'loft_insulation',
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'innovation_uplift': 0, 'cost_minus_uplift': 1197.0, 'raw_cost': 1197.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0},
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{'id': '2_phase=1', 'cost': 1026.0, 'gain': 0, 'type': 'loft_insulation',
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'innovation_uplift': 0, 'cost_minus_uplift': 1026.0, 'raw_cost': 1026.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0},
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{'id': '3_phase=1', 'cost': 855.0, 'gain': 0, 'type': 'loft_insulation',
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'innovation_uplift': 0, 'cost_minus_uplift': 855.0, 'raw_cost': 855.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0}],
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[{'id': '5_phase=3', 'cost': 5343.75, 'gain': 1, 'type': 'suspended_floor_insulation',
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'innovation_uplift': 0, 'cost_minus_uplift': 5343.75, 'raw_cost': 5343.75,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0}],
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[{'id': '6_phase=4', 'cost': 1009.5600000000001, 'gain': np.float64(0.9000000000000057),
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'type': 'time_temperature_zone_control', 'innovation_uplift': 0,
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'cost_minus_uplift': 1009.5600000000001, 'raw_cost': 1009.5600000000001,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0},
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{'id': '7_phase=4', 'cost': 18979.9, 'gain': np.float64(6.9), 'type': 'air_source_heat_pump',
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'innovation_uplift': 0, 'cost_minus_uplift': 18979.9, 'raw_cost': 18979.9,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 0}],
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[{'id': '8_phase=5', 'cost': 5420.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 5420.0, 'raw_cost': 5420.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 3.6},
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{'id': '9_phase=5', 'cost': 6210.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6210.0, 'raw_cost': 6210.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 3.6},
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{'id': '10_phase=5', 'cost': 6820.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6820.0, 'raw_cost': 6820.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 3.6},
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{'id': '11_phase=5', 'cost': 7202.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7202.0, 'raw_cost': 7202.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 3.915},
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{'id': '12_phase=5', 'cost': 6495.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6495.0, 'raw_cost': 6495.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 3.92},
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{'id': '13_phase=5', 'cost': 7285.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7285.0, 'raw_cost': 7285.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 3.92},
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{'id': '14_phase=5', 'cost': 7895.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7895.0, 'raw_cost': 7895.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 3.92},
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{'id': '15_phase=5', 'cost': 5520.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 5520.0, 'raw_cost': 5520.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 4.0},
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{'id': '16_phase=5', 'cost': 6310.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6310.0, 'raw_cost': 6310.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 4.0},
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{'id': '17_phase=5', 'cost': 6920.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6920.0, 'raw_cost': 6920.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 4.0},
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{'id': '18_phase=5', 'cost': 5840.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 5840.0, 'raw_cost': 5840.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 5.2},
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{'id': '19_phase=5', 'cost': 6630.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6630.0, 'raw_cost': 6630.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 5.2},
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{'id': '20_phase=5', 'cost': 7240.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7240.0, 'raw_cost': 7240.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 5.2},
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{'id': '21_phase=5', 'cost': 8630.0, 'gain': np.float64(14.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8630.0, 'raw_cost': 8630.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 5.655},
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{'id': '22_phase=5', 'cost': 7660.0, 'gain': np.float64(14.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7660.0, 'raw_cost': 7660.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 5.66},
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{'id': '23_phase=5', 'cost': 8470.0, 'gain': np.float64(14.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8470.0, 'raw_cost': 8470.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 5.66},
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{'id': '24_phase=5', 'cost': 9090.0, 'gain': np.float64(14.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 9090.0, 'raw_cost': 9090.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 5.66},
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{'id': '25_phase=5', 'cost': 7240.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7240.0, 'raw_cost': 7240.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 4.79},
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{'id': '26_phase=5', 'cost': 8050.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8050.0, 'raw_cost': 8050.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 4.79},
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{'id': '27_phase=5', 'cost': 8660.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8660.0, 'raw_cost': 8660.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 4.79},
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{'id': '28_phase=5', 'cost': 5740.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 5740.0, 'raw_cost': 5740.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 4.8},
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{'id': '29_phase=5', 'cost': 6530.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6530.0, 'raw_cost': 6530.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 4.8},
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{'id': '30_phase=5', 'cost': 7140.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7140.0, 'raw_cost': 7140.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 4.8},
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{'id': '31_phase=5', 'cost': 8360.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8360.0, 'raw_cost': 8360.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': False, 'array_size': 5.22},
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{'id': '32_phase=5', 'cost': 7470.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 7470.0, 'raw_cost': 7470.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
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'already_installed': False, 'has_battery': False, 'array_size': 5.22},
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{'id': '33_phase=5', 'cost': 8280.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8280.0, 'raw_cost': 8280.0,
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
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'already_installed': False, 'has_battery': True, 'array_size': 5.22},
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{'id': '34_phase=5', 'cost': 8890.0, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 8890.0, 'raw_cost': 8890.0,
|
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
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'already_installed': False, 'has_battery': True, 'array_size': 5.22},
|
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{'id': '35_phase=5', 'cost': 5892.21, 'gain': np.float64(13.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 5892.21, 'raw_cost': 5892.21,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
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'already_installed': False, 'has_battery': False, 'array_size': 5.34},
|
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{'id': '36_phase=5', 'cost': 5320.0, 'gain': np.float64(8.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 5320.0, 'raw_cost': 5320.0,
|
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
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'already_installed': False, 'has_battery': False, 'array_size': 3.2},
|
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{'id': '37_phase=5', 'cost': 6110.0, 'gain': np.float64(8.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6110.0, 'raw_cost': 6110.0,
|
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'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
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'already_installed': False, 'has_battery': True, 'array_size': 3.2},
|
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{'id': '38_phase=5', 'cost': 6720.0, 'gain': np.float64(8.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6720.0, 'raw_cost': 6720.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 3.2},
|
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{'id': '39_phase=5', 'cost': 6932.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
|
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'innovation_uplift': 0, 'cost_minus_uplift': 6932.0, 'raw_cost': 6932.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
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'already_installed': False, 'has_battery': False, 'array_size': 3.48},
|
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{'id': '40_phase=5', 'cost': 6295.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
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'innovation_uplift': 0, 'cost_minus_uplift': 6295.0, 'raw_cost': 6295.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 3.48},
|
||||
{'id': '41_phase=5', 'cost': 7085.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7085.0, 'raw_cost': 7085.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 3.48},
|
||||
{'id': '42_phase=5', 'cost': 7695.0, 'gain': np.float64(9.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7695.0, 'raw_cost': 7695.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 3.48},
|
||||
{'id': '43_phase=5', 'cost': 5640.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 5640.0, 'raw_cost': 5640.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.4},
|
||||
{'id': '44_phase=5', 'cost': 6430.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 6430.0, 'raw_cost': 6430.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.4},
|
||||
{'id': '45_phase=5', 'cost': 7040.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7040.0, 'raw_cost': 7040.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.4},
|
||||
{'id': '46_phase=5', 'cost': 8090.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 8090.0, 'raw_cost': 8090.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.785},
|
||||
{'id': '47_phase=5', 'cost': 7240.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7240.0, 'raw_cost': 7240.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.79},
|
||||
{'id': '48_phase=5', 'cost': 8050.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 8050.0, 'raw_cost': 8050.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.79},
|
||||
{'id': '49_phase=5', 'cost': 8660.0, 'gain': np.float64(12.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 8660.0, 'raw_cost': 8660.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.79},
|
||||
{'id': '50_phase=5', 'cost': 5520.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 5520.0, 'raw_cost': 5520.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.0},
|
||||
{'id': '51_phase=5', 'cost': 6310.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 6310.0, 'raw_cost': 6310.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.0},
|
||||
{'id': '52_phase=5', 'cost': 6920.0, 'gain': np.float64(10.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 6920.0, 'raw_cost': 6920.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.0},
|
||||
{'id': '53_phase=5', 'cost': 7820.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7820.0, 'raw_cost': 7820.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.35},
|
||||
{'id': '54_phase=5', 'cost': 6675.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 6675.0, 'raw_cost': 6675.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.35},
|
||||
{'id': '55_phase=5', 'cost': 7485.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7485.0, 'raw_cost': 7485.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.35},
|
||||
{'id': '56_phase=5', 'cost': 8095.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 8095.0, 'raw_cost': 8095.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.35},
|
||||
{'id': '57_phase=5', 'cost': 5640.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 5640.0, 'raw_cost': 5640.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.4},
|
||||
{'id': '58_phase=5', 'cost': 6430.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 6430.0, 'raw_cost': 6430.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.4},
|
||||
{'id': '59_phase=5', 'cost': 7040.0, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 7040.0, 'raw_cost': 7040.0,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': True, 'array_size': 4.4},
|
||||
{'id': '60_phase=5', 'cost': 5692.21, 'gain': np.float64(11.0), 'type': 'solar_pv',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 5692.21, 'raw_cost': 5692.21,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 4.45}]]
|
||||
input_measures = [
|
||||
[
|
||||
{'already_installed': False, 'id': '0_phase=0',
|
||||
'type': 'internal_wall_insulation+mechanical_ventilation',
|
||||
'gain': np.float64(2.0), 'cost': 16901.01977922431}
|
||||
],
|
||||
[
|
||||
{'already_installed': False, 'id': '1_phase=1', 'type': 'loft_insulation', 'gain': 0, 'cost': 1197.0},
|
||||
],
|
||||
[
|
||||
{'already_installed': False, 'id': '5_phase=3', 'type': 'suspended_floor_insulation', 'gain': 1,
|
||||
'cost': 5343.75}],
|
||||
[
|
||||
{'already_installed': False, 'id': '6_phase=4', 'type': 'time_temperature_zone_control',
|
||||
'gain': np.float64(0.9000000000000057), 'cost': 1009.5600000000001},
|
||||
{'already_installed': False, 'id': '7_phase=4', 'type': 'air_source_heat_pump', 'gain': np.float64(6.9),
|
||||
'cost': 18979.9}],
|
||||
[
|
||||
{'already_installed': False, 'id': '8_phase=5', 'type': 'solar_pv', 'gain': np.float64(9.0),
|
||||
'cost': 5420.0, "has_battery": False},
|
||||
{'already_installed': False, 'id': '9_phase=5', 'type': 'solar_pv', 'gain': np.float64(9.0),
|
||||
'cost': 6210.0, "has_battery": False},
|
||||
]
|
||||
]
|
||||
|
||||
solutions = optimise_with_scenarios(
|
||||
p=property_instance,
|
||||
|
|
@ -842,3 +624,212 @@ class TestOptimiseWithScenarios:
|
|||
)
|
||||
|
||||
assert solutions.empty
|
||||
|
||||
def test_ashp_needing_cwi_first(self, property_instance):
|
||||
input_measures = [
|
||||
[
|
||||
{'id': '0_phase=0', 'cost': 1653.5495595376553, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'already_installed': False},
|
||||
{'id': '1_phase=0', 'cost': 1535.3279855335845, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'already_installed': False},
|
||||
{'id': '2_phase=0', 'cost': 1801.326527042744, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'already_installed': False},
|
||||
{'id': '3_phase=0', 'cost': 1505.7725920325668, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'already_installed': False}
|
||||
],
|
||||
[
|
||||
{'id': '4_phase=1', 'cost': 766.5, 'gain': 0, 'type': 'loft_insulation', 'already_installed': False},
|
||||
{'id': '5_phase=1', 'cost': 657.0, 'gain': 0, 'type': 'loft_insulation', 'already_installed': False},
|
||||
{'id': '6_phase=1', 'cost': 547.5, 'gain': 0, 'type': 'loft_insulation', 'already_installed': False}
|
||||
],
|
||||
[
|
||||
{'id': '8_phase=3', 'cost': 7.0, 'gain': 0, 'type': 'low_energy_lighting', 'already_installed': False}
|
||||
],
|
||||
[
|
||||
{'id': '9_phase=4', 'cost': 1009.5600000000001, 'gain': np.float64(0.3),
|
||||
'type': 'time_temperature_zone_control', 'already_installed': False},
|
||||
{'id': '10_phase=4', 'cost': 18979.9, 'gain': np.float64(7.5), 'type': 'air_source_heat_pump',
|
||||
'already_installed': False}
|
||||
],
|
||||
[
|
||||
{'id': '11_phase=5', 'cost': 150.0, 'gain': np.float64(3.3), 'type': 'secondary_heating',
|
||||
'already_installed': False}
|
||||
],
|
||||
[
|
||||
{'id': '12_phase=6', 'cost': 5420.0, 'gain': np.float64(15.4), 'type': 'solar_pv',
|
||||
'already_installed': False, "has_battery": False},
|
||||
{'id': '13_phase=6', 'cost': 6210.0, 'gain': np.float64(15.4), 'type': 'solar_pv',
|
||||
'already_installed': False, "has_battery": False}
|
||||
]
|
||||
]
|
||||
|
||||
solutions = optimise_with_scenarios(
|
||||
p=property_instance,
|
||||
input_measures=input_measures,
|
||||
budget=None,
|
||||
target_gain=7.5,
|
||||
enforce_heat_pump_insulation=True,
|
||||
enforce_fabric_first=False,
|
||||
already_installed_sap=0, # To be passed to output
|
||||
)
|
||||
|
||||
# heat pump solutions
|
||||
heat_pump_solutions = solutions[solutions["scenario"] == "heat_pump_with_insulation"]
|
||||
assert len(heat_pump_solutions) == 12
|
||||
|
||||
for x in heat_pump_solutions["items"].values:
|
||||
res = [y["type"] for y in x]
|
||||
# All results should include loft & CWI
|
||||
assert "loft_insulation" in res
|
||||
assert "cavity_wall_insulation+mechanical_ventilation" in res
|
||||
|
||||
def test_fabric_first(self, property_instance):
|
||||
input_measures = [
|
||||
[{'id': '0_phase=0', 'cost': 1653.5495595376553, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 1653.5495595376553, 'raw_cost': 1093.5495595376553, 'partial_project_funding': 0,
|
||||
'partial_project_score': 0, 'uplift_project_score': 0, 'already_installed': False, 'has_battery': False,
|
||||
'array_size': 0},
|
||||
{'id': '1_phase=0', 'cost': 1535.3279855335845, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 1535.3279855335845, 'raw_cost': 975.3279855335845,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 0},
|
||||
{'id': '2_phase=0', 'cost': 1801.326527042744, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 1801.326527042744, 'raw_cost': 1241.326527042744, 'partial_project_funding': 0,
|
||||
'partial_project_score': 0, 'uplift_project_score': 0, 'already_installed': False, 'has_battery': False,
|
||||
'array_size': 0},
|
||||
{'id': '3_phase=0', 'cost': 1505.7725920325668, 'gain': 1,
|
||||
'type': 'cavity_wall_insulation+mechanical_ventilation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 1505.7725920325668, 'raw_cost': 945.7725920325668,
|
||||
'partial_project_funding': 0, 'partial_project_score': 0, 'uplift_project_score': 0,
|
||||
'already_installed': False, 'has_battery': False, 'array_size': 0}],
|
||||
[{'id': '4_phase=1', 'cost': 766.5, 'gain': 1, 'type': 'loft_insulation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 766.5, 'raw_cost': 766.5, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 0},
|
||||
{'id': '5_phase=1', 'cost': 657.0, 'gain': 1, 'type': 'loft_insulation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 657.0, 'raw_cost': 657.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 0},
|
||||
{'id': '6_phase=1', 'cost': 547.5, 'gain': 1, 'type': 'loft_insulation', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 547.5, 'raw_cost': 547.5, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 0}],
|
||||
[{'id': '8_phase=3', 'cost': 7.0, 'gain': 1, 'type': 'low_energy_lighting', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 7.0, 'raw_cost': 7.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 0}],
|
||||
[{'id': '9_phase=4', 'cost': 1009.5600000000001, 'gain': np.float64(0.3),
|
||||
'type': 'time_temperature_zone_control', 'innovation_uplift': 0, 'cost_minus_uplift': 1009.5600000000001,
|
||||
'raw_cost': 1009.5600000000001, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 0},
|
||||
{'id': '10_phase=4', 'cost': 18979.9, 'gain': np.float64(7.5), 'type': 'air_source_heat_pump',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 18979.9, 'raw_cost': 18979.9, 'partial_project_funding': 0,
|
||||
'partial_project_score': 0, 'uplift_project_score': 0, 'already_installed': False, 'has_battery': False,
|
||||
'array_size': 0}],
|
||||
[{'id': '11_phase=5', 'cost': 150.0, 'gain': np.float64(3.3), 'type': 'secondary_heating',
|
||||
'innovation_uplift': 0, 'cost_minus_uplift': 150.0, 'raw_cost': 150.0, 'partial_project_funding': 0,
|
||||
'partial_project_score': 0, 'uplift_project_score': 0, 'already_installed': False, 'has_battery': False,
|
||||
'array_size': 0}],
|
||||
[{'id': '12_phase=6', 'cost': 5420.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5420.0, 'raw_cost': 5420.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.6},
|
||||
{'id': '13_phase=6', 'cost': 6210.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6210.0, 'raw_cost': 6210.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.6},
|
||||
{'id': '14_phase=6', 'cost': 6820.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6820.0, 'raw_cost': 6820.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.6},
|
||||
{'id': '15_phase=6', 'cost': 7202.0, 'gain': np.float64(15.9), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 7202.0, 'raw_cost': 7202.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.915},
|
||||
{'id': '16_phase=6', 'cost': 6495.0, 'gain': np.float64(15.9), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6495.0, 'raw_cost': 6495.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.92},
|
||||
{'id': '17_phase=6', 'cost': 7285.0, 'gain': np.float64(15.9), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 7285.0, 'raw_cost': 7285.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.92},
|
||||
{'id': '18_phase=6', 'cost': 7895.0, 'gain': np.float64(15.9), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 7895.0, 'raw_cost': 7895.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.92},
|
||||
{'id': '19_phase=6', 'cost': 5520.0, 'gain': np.float64(16.7), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5520.0, 'raw_cost': 5520.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 4.0},
|
||||
{'id': '20_phase=6', 'cost': 6310.0, 'gain': np.float64(16.7), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6310.0, 'raw_cost': 6310.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 4.0},
|
||||
{'id': '21_phase=6', 'cost': 6920.0, 'gain': np.float64(16.7), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6920.0, 'raw_cost': 6920.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 4.0},
|
||||
{'id': '22_phase=6', 'cost': 5320.0, 'gain': np.float64(13.6), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5320.0, 'raw_cost': 5320.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.2},
|
||||
{'id': '23_phase=6', 'cost': 6110.0, 'gain': np.float64(13.6), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6110.0, 'raw_cost': 6110.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.2},
|
||||
{'id': '24_phase=6', 'cost': 6720.0, 'gain': np.float64(13.6), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6720.0, 'raw_cost': 6720.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.2},
|
||||
{'id': '25_phase=6', 'cost': 6932.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6932.0, 'raw_cost': 6932.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.48},
|
||||
{'id': '26_phase=6', 'cost': 6295.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6295.0, 'raw_cost': 6295.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.48},
|
||||
{'id': '27_phase=6', 'cost': 7085.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 7085.0, 'raw_cost': 7085.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.48},
|
||||
{'id': '28_phase=6', 'cost': 7695.0, 'gain': np.float64(15.4), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 7695.0, 'raw_cost': 7695.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': True, 'array_size': 3.48},
|
||||
{'id': '29_phase=6', 'cost': 5220.0, 'gain': np.float64(12.2), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5220.0, 'raw_cost': 5220.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.8},
|
||||
{'id': '30_phase=6', 'cost': 6662.0, 'gain': np.float64(12.8), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6662.0, 'raw_cost': 6662.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.045},
|
||||
{'id': '31_phase=6', 'cost': 6095.0, 'gain': np.float64(12.8), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6095.0, 'raw_cost': 6095.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 3.05},
|
||||
{'id': '32_phase=6', 'cost': 5160.0, 'gain': np.float64(10.1), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5160.0, 'raw_cost': 5160.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.4},
|
||||
{'id': '33_phase=6', 'cost': 6392.0, 'gain': np.float64(10.1), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6392.0, 'raw_cost': 6392.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.61},
|
||||
{'id': '34_phase=6', 'cost': 5910.0, 'gain': np.float64(10.1), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5910.0, 'raw_cost': 5910.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.61},
|
||||
{'id': '35_phase=6', 'cost': 5100.0, 'gain': np.float64(8.0), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5100.0, 'raw_cost': 5100.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.0},
|
||||
{'id': '36_phase=6', 'cost': 6098.0, 'gain': np.float64(9.1), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 6098.0, 'raw_cost': 6098.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.175},
|
||||
{'id': '37_phase=6', 'cost': 5725.0, 'gain': np.float64(9.1), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5725.0, 'raw_cost': 5725.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 2.18},
|
||||
{'id': '38_phase=6', 'cost': 5040.0, 'gain': np.float64(7.0), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5040.0, 'raw_cost': 5040.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 1.6},
|
||||
{'id': '39_phase=6', 'cost': 5828.0, 'gain': np.float64(7.0), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5828.0, 'raw_cost': 5828.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 1.74},
|
||||
{'id': '40_phase=6', 'cost': 5540.0, 'gain': np.float64(7.0), 'type': 'solar_pv', 'innovation_uplift': 0,
|
||||
'cost_minus_uplift': 5540.0, 'raw_cost': 5540.0, 'partial_project_funding': 0, 'partial_project_score': 0,
|
||||
'uplift_project_score': 0, 'already_installed': False, 'has_battery': False, 'array_size': 1.74}]
|
||||
]
|
||||
|
||||
solutions = optimise_with_scenarios(
|
||||
p=property_instance,
|
||||
input_measures=input_measures,
|
||||
budget=None,
|
||||
target_gain=7.5,
|
||||
enforce_heat_pump_insulation=True,
|
||||
enforce_fabric_first=True,
|
||||
already_installed_sap=0, # To be passed to output
|
||||
)
|
||||
|
||||
assert solutions.shape[0] == 1
|
||||
items = solutions["items"].values[0]
|
||||
types = [x["type"] for x in items]
|
||||
|
||||
assert types == ['cavity_wall_insulation+mechanical_ventilation', 'loft_insulation', 'solar_pv']
|
||||
|
|
|
|||
Loading…
Add table
Reference in a new issue