""" Capital costs module """ import math import pandas as pd import numpy_financial as npf from hub.city_model_structure.building import Building import hub.helpers.constants as cte from costs.configuration import Configuration from costs.constants import SKIN_RETROFIT, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV, SYSTEM_RETROFIT_AND_PV from costs.cost_base import CostBase class CapitalCosts(CostBase): """ Capital costs class """ def __init__(self, building: Building, configuration: Configuration): super().__init__(building, configuration) self._yearly_capital_costs = pd.DataFrame( index=self._rng, columns=[ 'B2010_opaque_walls', 'B2020_transparent', 'B3010_opaque_roof', 'B10_superstructure', 'D301010_photovoltaic_system', 'D3020_heat_generating_systems', 'D3030_cooling_generation_systems', 'D3040_distribution_systems', 'D3080_other_hvac_ahu', 'D5020_lighting_and_branch_wiring' ], dtype='float' ) self._yearly_capital_costs.loc[0, 'B2010_opaque_walls'] = 0 self._yearly_capital_costs.loc[0]['B2020_transparent'] = 0 self._yearly_capital_costs.loc[0, 'B3010_opaque_roof'] = 0 self._yearly_capital_costs.loc[0]['B10_superstructure'] = 0 self._yearly_capital_costs.loc[0, 'D3020_heat_generating_systems'] = 0 self._yearly_capital_costs.loc[0, 'D3030_cooling_generation_systems'] = 0 self._yearly_capital_costs.loc[0, 'D3040_distribution_systems'] = 0 self._yearly_capital_costs.loc[0, 'D3080_other_hvac_ahu'] = 0 self._yearly_capital_costs.loc[0, 'D5020_lighting_and_branch_wiring'] = 0 self._yearly_capital_incomes = pd.DataFrame( index=self._rng, columns=[ 'Subsidies construction', 'Subsidies HVAC', 'Subsidies PV' ], dtype='float' ) self._yearly_capital_incomes.loc[0, 'Subsidies construction'] = 0 self._yearly_capital_incomes.loc[0, 'Subsidies HVAC'] = 0 self._yearly_capital_incomes.loc[0, 'Subsidies PV'] = 0 def calculate(self) -> tuple[pd.DataFrame, pd.DataFrame]: """ Calculate capital cost :return: pd.DataFrame, pd.DataFrame """ surface_opaque = 0 surface_transparent = 0 surface_roof = 0 surface_ground = 0 capital_cost_pv = 0 capital_cost_opaque = 0 capital_cost_ground = 0 capital_cost_transparent = 0 capital_cost_roof = 0 capital_cost_heating_equipment = 0 capital_cost_cooling_equipment = 0 capital_cost_distribution_equipment = 0 capital_cost_other_hvac_ahu = 0 capital_cost_lighting = 0 for internal_zone in self._building.internal_zones: for thermal_zone in internal_zone.thermal_zones: for thermal_boundary in thermal_zone.thermal_boundaries: if thermal_boundary.type == 'Ground': surface_ground += thermal_boundary.opaque_area elif thermal_boundary.type == 'Roof': surface_roof += thermal_boundary.opaque_area elif thermal_boundary.type == 'Wall': surface_opaque += thermal_boundary.opaque_area * (1 - thermal_boundary.window_ratio) surface_transparent += thermal_boundary.opaque_area * thermal_boundary.window_ratio peak_heating = self._building.heating_peak_load[cte.YEAR][0] / 1000 peak_cooling = self._building.cooling_peak_load[cte.YEAR][0] / 1000 surface_pv = 0 for roof in self._building.roofs: surface_pv += roof.solid_polygon.area * roof.solar_collectors_area_reduction_factor self._yearly_capital_costs.fillna(0, inplace=True) own_capital = 1 - self._configuration.percentage_credit if self._configuration.retrofit_scenario in (SKIN_RETROFIT, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV): chapter = self._capital_costs_chapter.chapter('B_shell') capital_cost_opaque = surface_opaque * chapter.item('B2010_opaque_walls').refurbishment[0] capital_cost_transparent = surface_transparent * chapter.item('B2020_transparent').refurbishment[0] capital_cost_roof = surface_roof * chapter.item('B3010_opaque_roof').refurbishment[0] capital_cost_ground = surface_ground * chapter.item('B10_superstructure').refurbishment[0] self._yearly_capital_costs.loc[0, 'B2010_opaque_walls'] = capital_cost_opaque * own_capital self._yearly_capital_costs.loc[0]['B2020_transparent'] = capital_cost_transparent * own_capital self._yearly_capital_costs.loc[0, 'B3010_opaque_roof'] = capital_cost_roof * own_capital self._yearly_capital_costs.loc[0]['B10_superstructure'] = capital_cost_ground * own_capital if self._configuration.retrofit_scenario in (SYSTEM_RETROFIT_AND_PV, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV): chapter = self._capital_costs_chapter.chapter('D_services') capital_cost_pv = surface_pv * chapter.item('D301010_photovoltaic_system').initial_investment[0] capital_cost_heating_equipment = peak_heating * chapter.item('D3020_heat_generating_systems').initial_investment[0] capital_cost_cooling_equipment = peak_cooling * chapter.item('D3030_cooling_generation_systems').initial_investment[0] capital_cost_distribution_equipment = peak_cooling * chapter.item('D3040_distribution_systems').initial_investment[0] capital_cost_other_hvac_ahu = peak_cooling * chapter.item('D3080_other_hvac_ahu').initial_investment[0] capital_cost_lighting = self._total_floor_area * chapter.item('D5020_lighting_and_branch_wiring').initial_investment[0] self._yearly_capital_costs.loc[0]['D301010_photovoltaic_system'] = capital_cost_pv self._yearly_capital_costs.loc[0, 'D3020_heat_generating_systems'] = capital_cost_heating_equipment * own_capital self._yearly_capital_costs.loc[0, 'D3030_cooling_generation_systems'] = capital_cost_cooling_equipment * own_capital self._yearly_capital_costs.loc[0, 'D3040_distribution_systems'] = capital_cost_distribution_equipment * own_capital self._yearly_capital_costs.loc[0, 'D3080_other_hvac_ahu'] = capital_cost_other_hvac_ahu * own_capital self._yearly_capital_costs.loc[0, 'D5020_lighting_and_branch_wiring'] = capital_cost_lighting * own_capital for year in range(1, self._configuration.number_of_years): chapter = self._capital_costs_chapter.chapter('D_services') costs_increase = math.pow(1 + self._configuration.consumer_price_index, year) self._yearly_capital_costs.loc[year, 'B2010_opaque_walls'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_opaque * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'B2020_transparent'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_transparent * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'B3010_opaque_roof'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_roof * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'B10_superstructure'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_ground * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'D3020_heat_generating_systems'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_heating_equipment * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'D3030_cooling_generation_systems'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_cooling_equipment * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'D3040_distribution_systems'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_distribution_equipment * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'D3080_other_hvac_ahu'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_other_hvac_ahu * self._configuration.percentage_credit ) ) self._yearly_capital_costs.loc[year, 'D5020_lighting_and_branch_wiring'] = ( -npf.pmt( self._configuration.interest_rate, self._configuration.credit_years, capital_cost_lighting * self._configuration.percentage_credit ) ) if (year % chapter.item('D3020_heat_generating_systems').lifetime) == 0: reposition_cost_heating_equipment = ( peak_heating * chapter.item('D3020_heat_generating_systems').reposition[0] * costs_increase ) self._yearly_capital_costs.loc[year, 'D3020_heat_generating_systems'] += reposition_cost_heating_equipment if (year % chapter.item('D3030_cooling_generation_systems').lifetime) == 0: reposition_cost_cooling_equipment = ( peak_cooling * chapter.item('D3030_cooling_generation_systems').reposition[0] * costs_increase ) self._yearly_capital_costs.loc[year, 'D3030_cooling_generation_systems'] += reposition_cost_cooling_equipment if (year % chapter.item('D3080_other_hvac_ahu').lifetime) == 0: reposition_cost_hvac_ahu = ( peak_cooling * chapter.item('D3080_other_hvac_ahu').reposition[0] * costs_increase ) self._yearly_capital_costs.loc[year, 'D3080_other_hvac_ahu'] = reposition_cost_hvac_ahu if (year % chapter.item('D5020_lighting_and_branch_wiring').lifetime) == 0: reposition_cost_lighting = ( self._total_floor_area * chapter.item('D5020_lighting_and_branch_wiring').reposition[0] * costs_increase ) self._yearly_capital_costs.loc[year, 'D5020_lighting_and_branch_wiring'] += reposition_cost_lighting if self._configuration.retrofit_scenario in (SYSTEM_RETROFIT_AND_PV, SKIN_RETROFIT_AND_SYSTEM_RETROFIT_AND_PV): if (year % chapter.item('D301010_photovoltaic_system').lifetime) == 0: self._yearly_capital_costs.loc[year]['D301010_photovoltaic_system'] += ( surface_pv * chapter.item('D301010_photovoltaic_system').reposition[0] * costs_increase ) capital_cost_skin = capital_cost_opaque + capital_cost_ground + capital_cost_transparent + capital_cost_roof capital_cost_hvac = ( capital_cost_heating_equipment + capital_cost_cooling_equipment + capital_cost_distribution_equipment + capital_cost_other_hvac_ahu + capital_cost_lighting ) self._yearly_capital_incomes.loc[0, 'Subsidies construction'] = ( capital_cost_skin * self._archetype.income.construction_subsidy/100 ) self._yearly_capital_incomes.loc[0, 'Subsidies HVAC'] = capital_cost_hvac * self._archetype.income.hvac_subsidy/100 self._yearly_capital_incomes.loc[0, 'Subsidies PV'] = capital_cost_pv * self._archetype.income.photovoltaic_subsidy/100 self._yearly_capital_incomes.fillna(0, inplace=True) return self._yearly_capital_costs, self._yearly_capital_incomes