# ********************************************************************************* # URBANopt™, Copyright (c) 2019-2021, Alliance for Sustainable Energy, LLC, and other # contributors. All rights reserved. # Redistribution and use in source and binary forms, with or without modification, # are permitted provided that the following conditions are met: # Redistributions of source code must retain the above copyright notice, this list # of conditions and the following disclaimer. # Redistributions in binary form must reproduce the above copyright notice, this # list of conditions and the following disclaimer in the documentation and/or other # materials provided with the distribution. # Neither the name of the copyright holder nor the names of its contributors may be # used to endorse or promote products derived from this software without specific # prior written permission. # Redistribution of this software, without modification, must refer to the software # by the same designation. Redistribution of a modified version of this software # (i) may not refer to the modified version by the same designation, or by any # confusingly similar designation, and (ii) must refer to the underlying software # originally provided by Alliance as “URBANopt”. Except to comply with the foregoing, # the term “URBANopt”, or any confusingly similar designation may not be used to # refer to any modified version of this software or any modified version of the # underlying software originally provided by Alliance without the prior written # consent of Alliance. # THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS "AS IS" AND # ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED # WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE ARE DISCLAIMED. # IN NO EVENT SHALL THE COPYRIGHT HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, # INDIRECT, INCIDENTAL, SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, # BUT NOT LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE, # DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY THEORY OF # LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT (INCLUDING NEGLIGENCE # OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE OF THIS SOFTWARE, EVEN IF ADVISED # OF THE POSSIBILITY OF SUCH DAMAGE. # ********************************************************************************* require 'urbanopt/reporting/default_reports' require 'urbanopt/reopt/reopt_logger' require 'csv' require 'matrix' require_relative 'utilities' require 'time' module URBANopt # :nodoc: module REopt # :nodoc: class FeatureReportAdapter ## # FeatureReportAdapter can convert a URBANopt::Reporting::DefaultReports::FeatureReport into a \REopt Lite posts or update a URBANopt::Reporting::DefaultReports::FeatureReport from a \REopt Lite response. ## # [*parameters:*] ## def initialize # initialize @@logger @@logger ||= URBANopt::REopt.reopt_logger end ## # Convert a FeatureReport into a \REopt Lite post # # [*parameters:*] # # * +feature_report+ - _URBANopt::Reporting::DefaultReports::FeatureReport_ - FeatureReport to use in converting the optional +reopt_assumptions_hash+ to a \REopt Lite post. If a +reopt_assumptions_hash+ is not provided, a default post will be updated from this FeatureReport and submitted to the \REopt Lite API. # * +reopt_assumptions_hash+ - _Hash_ - Optional. A hash formatted for submittal to the \REopt Lite API containing default values. Values will be overwritten from the FeatureReport where available (i.e. latitude, roof_squarefeet). Missing optional parameters will be filled in with default values by the API. # # [*return:*] _Hash_ - Returns hash formatted for submittal to the \REopt Lite API ## def reopt_json_from_feature_report(feature_report, reopt_assumptions_hash = nil, groundmount_photovoltaic = nil) name = feature_report.name.delete ' ' description = "feature_report_#{name}_#{feature_report.id}" reopt_inputs = { Scenario: { Site: { ElectricTariff: { blended_monthly_demand_charges_us_dollars_per_kw: [0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], blended_monthly_rates_us_dollars_per_kwh: [0.13, 0.13, 0.13, 0.13, 0.13, 0.13, 0.13, 0.13, 0.13, 0.13, 0.13, 0.13] }, LoadProfile: {}, Wind: { max_kw: 0 } } } } if !reopt_assumptions_hash.nil? reopt_inputs = reopt_assumptions_hash else @@logger.info('Using default REopt Lite assumptions') end # Check FeatureReport has required data requireds_names = ['latitude', 'longitude'] requireds = [feature_report.location.latitude_deg, feature_report.location.longitude_deg] if requireds.include?(nil) || requireds.include?(0) requireds.each_with_index do |i, x| if [nil].include? x n = requireds_names[i] # @@logger.error("Missing value for #{n} - this is a required input") raise "Missing value for #{n} - this is a required input" end end end reopt_inputs[:Scenario][:description] = description # Parse Location reopt_inputs[:Scenario][:Site][:latitude] = feature_report.location.latitude_deg reopt_inputs[:Scenario][:Site][:longitude] = feature_report.location.longitude_deg # Parse Optional FeatureReport metrics - do not overwrite from assumptions file if reopt_inputs[:Scenario][:Site][:roof_squarefeet].nil? && !feature_report.program.roof_area_sqft.nil? reopt_inputs[:Scenario][:Site][:roof_squarefeet] = feature_report.program.roof_area_sqft[:available_roof_area_sqft] end if reopt_inputs[:Scenario][:Site][:land_acres].nil? # Check if ground-mount PV is specified with the Feature ID and take footprint area of PV # constrain for REopt optimization begin if !groundmount_photovoltaic[feature_report.id].nil? reopt_inputs[:Scenario][:Site][:land_acres] = groundmount_photovoltaic[feature_report.id] * 1.0 / 43560 # acres/sqft # If no ground-mount PV associated with feature use site area as constrain for REopt optimization elsif !feature_report.program.site_area_sqft.nil? reopt_inputs[:Scenario][:Site][:land_acres] = feature_report.program.site_area_sqft * 1.0 / 43560 # acres/sqft end rescue StandardError end end if reopt_inputs[:Scenario][:time_steps_per_hour].nil? reopt_inputs[:Scenario][:time_steps_per_hour] = 1 end # Parse Load Profile begin # Convert kWh values in the timeseries CSV to kW col_num = feature_report.timeseries_csv.column_names.index('Electricity:Facility(kWh)') t = CSV.read(feature_report.timeseries_csv.path, headers: true, converters: :numeric) energy_timeseries_kw = t.by_col[col_num].map { |e| ((e * feature_report.timesteps_per_hour || 0)) } # Fill in missing timestep values with 0 if a full year is not provided if energy_timeseries_kw.length < (feature_report.timesteps_per_hour * 8760) start_date = Time.parse(t.by_col['Datetime'][0]) start_ts = (((start_date.yday * 60.0 * 60.0 * 24) + (start_date.hour * 60.0 * 60.0) + (start_date.min * 60.0) + start_date.sec) / ((60 / feature_report.timesteps_per_hour) * 60)).to_int end_date = Time.parse(t.by_col['Datetime'][-1]) end_ts = (((end_date.yday * 60.0 * 60.0 * 24) + (end_date.hour * 60.0 * 60.0) + (end_date.min * 60.0) + end_date.sec) / ((60 / feature_report.timesteps_per_hour) * 60)).to_int energy_timeseries_kw = [0.0] * (start_ts - 1) + energy_timeseries_kw + [0.0] * ((feature_report.timesteps_per_hour * 8760) - end_ts) end # Clip to one non-leap year's worth of data energy_timeseries_kw = energy_timeseries_kw.map { |e| e || 0 }[0, (feature_report.timesteps_per_hour * 8760)] # Convert from the OpenDSS resolution to the REopt Lite resolution, if necessary rescue StandardError @@logger.error("Could not parse the annual electric load from the timeseries csv - #{feature_report.timeseries_csv.path}") raise "Could not parse the annual electric load from the timeseries csv - #{feature_report.timeseries_csv.path}" end # Convert load to REopt Resolution begin reopt_inputs[:Scenario][:Site][:LoadProfile][:loads_kw] = convert_powerflow_resolution(energy_timeseries_kw, feature_report.timesteps_per_hour, reopt_inputs[:Scenario][:time_steps_per_hour]) rescue StandardError @@logger.error("Could not convert the annual electric load from a resolution of #{feature_report.timesteps_per_hour} to #{reopt_inputs[:Scenario][:time_steps_per_hour]}") raise "Could not convert the annual electric load from a resolution of #{feature_report.timesteps_per_hour} to #{reopt_inputs[:Scenario][:time_steps_per_hour]}" end if reopt_inputs[:Scenario][:Site][:ElectricTariff][:coincident_peak_load_active_timesteps].nil? n_top_values = 100 tmp1 = reopt_inputs[:Scenario][:Site][:LoadProfile][:loads_kw] tmp2 = tmp1.each_index.max_by(n_top_values * reopt_inputs[:Scenario][:time_steps_per_hour]) { |i| tmp1[i] } for i in (0...tmp2.count) tmp2[i] += 1 end reopt_inputs[:Scenario][:Site][:ElectricTariff][:coincident_peak_load_active_timesteps] = tmp2 end if reopt_inputs[:Scenario][:Site][:ElectricTariff][:coincident_peak_load_charge_us_dollars_per_kw].nil? reopt_inputs[:Scenario][:Site][:ElectricTariff][:coincident_peak_load_charge_us_dollars_per_kw] = 0 end return reopt_inputs end ## # Update a FeatureReport from a \REopt Lite response # # [*parameters:*] # # * +feature_report+ - _URBANopt::Reporting::DefaultReports::FeatureReport_ - FeatureReport to update from a \REopt Lite reponse hash. # * +reopt_output+ - _Hash_ - A reponse hash from the \REopt Lite API to use in overwriting FeatureReport technology sizes, costs and dispatch strategies. # * +timeseries_csv_path+ - _String_ - Optional. The path to a file at which a new timeseries CSV will be written. If not provided a file is created based on the run_uuid of the \REopt Lite optimization task. # # [*return:*] _URBANopt::Reporting::DefaultReports::FeatureReport_ - Returns an updated FeatureReport. ## def update_feature_report(feature_report, reopt_output, timeseries_csv_path = nil, resilience_stats = nil) # Check if the \REopt Lite response is valid if reopt_output['outputs']['Scenario']['status'] != 'optimal' @@logger.info("Warning cannot Feature Report #{feature_report.name} #{feature_report.id} - REopt optimization was non-optimal") return feature_report end # Update location feature_report.location.latitude_deg = reopt_output['inputs']['Scenario']['Site']['latitude'] feature_report.location.longitude_deg = reopt_output['inputs']['Scenario']['Site']['longitude'] # Update distributed generation sizing and financials feature_report.distributed_generation.lcc_us_dollars = reopt_output['outputs']['Scenario']['Site']['Financial']['lcc_us_dollars'] || 0 feature_report.distributed_generation.npv_us_dollars = reopt_output['outputs']['Scenario']['Site']['Financial']['npv_us_dollars'] || 0 feature_report.distributed_generation.year_one_energy_cost_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_energy_cost_us_dollars'] || 0 feature_report.distributed_generation.year_one_demand_cost_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_demand_cost_us_dollars'] || 0 feature_report.distributed_generation.year_one_bill_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_bill_us_dollars'] || 0 feature_report.distributed_generation.total_energy_cost_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['total_energy_cost_us_dollars'] || 0 feature_report.distributed_generation.total_demand_cost_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['total_demand_cost_us_dollars'] || 0 feature_report.distributed_generation.year_one_energy_cost_bau_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_energy_cost_bau_us_dollars'] || 0 feature_report.distributed_generation.year_one_demand_cost_bau_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_demand_cost_bau_us_dollars'] || 0 feature_report.distributed_generation.year_one_bill_bau_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_bill_bau_us_dollars'] || 0 feature_report.distributed_generation.total_demand_cost_bau_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['total_demand_cost_bau_us_dollars'] || 0 feature_report.distributed_generation.total_energy_cost_bau_us_dollars = reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['total_energy_cost_bau_us_dollars'] || 0 if !resilience_stats.nil? feature_report.distributed_generation.resilience_hours_min = resilience_stats['resilience_hours_min'] feature_report.distributed_generation.resilience_hours_max = resilience_stats['resilience_hours_max'] feature_report.distributed_generation.resilience_hours_avg = resilience_stats['resilience_hours_avg'] feature_report.distributed_generation.probs_of_surviving = resilience_stats['probs_of_surviving'] feature_report.distributed_generation.probs_of_surviving_by_month = resilience_stats['probs_of_surviving_by_month'] feature_report.distributed_generation.probs_of_surviving_by_hour_of_the_day = resilience_stats['probs_of_surviving_by_hour_of_the_day'] end if reopt_output['outputs']['Scenario']['Site']['PV'].instance_of?(Hash) reopt_output['outputs']['Scenario']['Site']['PV'] = [reopt_output['outputs']['Scenario']['Site']['PV']] elsif reopt_output['outputs']['Scenario']['Site']['PV'].nil? reopt_output['outputs']['Scenario']['Site']['PV'] = [] end # Store the PV name and location in a hash location = {} # Check whether multi PV assumption input file is used or single PV if reopt_output['inputs']['Scenario']['Site']['PV'].is_a?(Array) reopt_output['inputs']['Scenario']['Site']['PV'].each do |pv| location[pv['pv_name']] = pv['location'] end else location[reopt_output['inputs']['Scenario']['Site']['PV']['pv_name']] = reopt_output['inputs']['Scenario']['Site']['PV']['location'] end reopt_output['outputs']['Scenario']['Site']['PV'].each_with_index do |pv, i| feature_report.distributed_generation.add_tech 'solar_pv', URBANopt::Reporting::DefaultReports::SolarPV.new({ size_kw: (pv['size_kw'] || 0), id: i, location: location[pv['pv_name']] }) end wind = reopt_output['outputs']['Scenario']['Site']['Wind'] if !wind['size_kw'].nil? && (wind['size_kw'] != 0) feature_report.distributed_generation.add_tech 'wind', URBANopt::Reporting::DefaultReports::Wind.new({ size_kw: (wind['size_kw'] || 0) }) end generator = reopt_output['outputs']['Scenario']['Site']['Generator'] if !generator['size_kw'].nil? && (generator['size_kw'] != 0) feature_report.distributed_generation.add_tech 'generator', URBANopt::Reporting::DefaultReports::Generator.new({ size_kw: (generator['size_kw'] || 0) }) end storage = reopt_output['outputs']['Scenario']['Site']['Storage'] if !storage['size_kw'].nil? && (storage['size_kw'] != 0) feature_report.distributed_generation.add_tech 'storage', URBANopt::Reporting::DefaultReports::Storage.new({ size_kwh: (storage['size_kwh'] || 0), size_kw: (storage['size_kw'] || 0) }) end generation_timeseries_kwh = Matrix[[0] * (8760 * feature_report.timesteps_per_hour)] reopt_resolution = reopt_output['inputs']['Scenario']['time_steps_per_hour'] unless reopt_output['outputs']['Scenario']['Site']['PV'].nil? reopt_output['outputs']['Scenario']['Site']['PV'].each do |pv| if (pv['size_kw'] || 0) > 0 && !pv['year_one_power_production_series_kw'].nil? generation_timeseries_kwh += Matrix[convert_powerflow_resolution(pv['year_one_power_production_series_kw'], reopt_resolution, feature_report.timesteps_per_hour)] end end end if !reopt_output['outputs']['Scenario']['Site']['Wind'].nil? && ((reopt_output['outputs']['Scenario']['Site']['Wind']['size_kw'] || 0) > 0) && !reopt_output['outputs']['Scenario']['Site']['Wind']['year_one_power_production_series_kw'].nil? generation_timeseries_kwh += Matrix[convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Wind']['year_one_power_production_series_kw'], reopt_resolution, feature_report.timesteps_per_hour)] end if !reopt_output['outputs']['Scenario']['Site']['Generator'].nil? && ((reopt_output['outputs']['Scenario']['Site']['Generator']['size_kw'] || 0) > 0) && !reopt_output['outputs']['Scenario']['Site']['Generator']['year_one_power_production_series_kw'].nil? generation_timeseries_kwh += Matrix[convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Generator']['year_one_power_production_series_kw'], reopt_resolution, feature_report.timesteps_per_hour)] end $generation_timeseries_kwh = generation_timeseries_kwh.to_a[0] || [0] * (8760 * feature_report.timesteps_per_hour) $generation_timeseries_kwh_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Total(kw)') if $generation_timeseries_kwh_col.nil? $generation_timeseries_kwh_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Total(kw)') end $load = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['LoadProfile']['year_one_electric_load_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $load_col = feature_report.timeseries_csv.column_names.index('REopt:Electricity:Load:Total(kw)') if $load_col.nil? $load_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:Electricity:Load:Total(kw)') end $utility_to_load = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_to_load_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $utility_to_load_col = feature_report.timeseries_csv.column_names.index('REopt:Electricity:Grid:ToLoad(kw)') if $utility_to_load_col.nil? $utility_to_load_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:Electricity:Grid:ToLoad(kw)') end $utility_to_battery = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['ElectricTariff']['year_one_to_battery_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $utility_to_battery_col = feature_report.timeseries_csv.column_names.index('REopt:Electricity:Grid:ToBattery(kw)') if $utility_to_battery_col.nil? $utility_to_battery_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:Electricity:Grid:ToBattery(kw)') end $storage_to_load = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Storage']['year_one_to_load_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $storage_to_load_col = feature_report.timeseries_csv.column_names.index('REopt:Electricity:Storage:ToLoad(kw)') if $storage_to_load_col.nil? $storage_to_load_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:Electricity:Storage:ToLoad(kw)') end $storage_to_grid = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Storage']['year_one_to_grid_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $storage_to_grid_col = feature_report.timeseries_csv.column_names.index('REopt:Electricity:Storage:ToGrid(kw)') if $storage_to_grid_col.nil? $storage_to_grid_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:Electricity:Storage:ToGrid(kw)') end $storage_soc = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Storage']['year_one_soc_series_pct'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $storage_soc_col = feature_report.timeseries_csv.column_names.index('REopt:Electricity:Storage:StateOfCharge(pct)') if $storage_soc_col.nil? $storage_soc_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:Electricity:Storage:StateOfCharge(pct)') end $generator_total = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Generator']['year_one_power_production_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $generator_total_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Generator:Total(kw)') if $generator_total_col.nil? $generator_total_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Generator:Total(kw)') end $generator_to_battery = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Generator']['year_one_to_battery_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $generator_to_battery_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Generator:ToBattery(kw)') if $generator_to_battery_col.nil? $generator_to_battery_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Generator:ToBattery(kw)') end $generator_to_load = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Generator']['year_one_to_load_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $generator_to_load_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Generator:ToLoad(kw)') if $generator_to_load_col.nil? $generator_to_load_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Generator:ToLoad(kw)') end $generator_to_grid = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Generator']['year_one_to_grid_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $generator_to_grid_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Generator:ToGrid(kw)') if $generator_to_grid_col.nil? $generator_to_grid_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Generator:ToGrid(kw)') end $pv_total_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:PV:Total(kw)') if $pv_total_col.nil? $pv_total_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:PV:Total(kw)') end $pv_to_battery_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:PV:ToBattery(kw)') if $pv_to_battery_col.nil? $pv_to_battery_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:PV:ToBattery(kw)') end $pv_to_load_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:PV:ToLoad(kw)') if $pv_to_load_col.nil? $pv_to_load_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:PV:ToLoad(kw)') end $pv_to_grid_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:PV:ToGrid(kw)') if $pv_to_grid_col.nil? $pv_to_grid_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:PV:ToGrid(kw)') end $pv_total = Matrix[[0] * (8760 * feature_report.timesteps_per_hour)] $pv_to_battery = Matrix[[0] * (8760 * feature_report.timesteps_per_hour)] $pv_to_load = Matrix[[0] * (8760 * feature_report.timesteps_per_hour)] $pv_to_grid = Matrix[[0] * (8760 * feature_report.timesteps_per_hour)] reopt_output['outputs']['Scenario']['Site']['PV'].each_with_index do |pv, i| if (pv['size_kw'] || 0) > 0 $pv_total += Matrix[convert_powerflow_resolution(pv['year_one_power_production_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour)] $pv_to_battery += Matrix[convert_powerflow_resolution(pv['year_one_to_battery_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour)] $pv_to_load += Matrix[convert_powerflow_resolution(pv['year_one_to_load_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour)] $pv_to_grid += Matrix[convert_powerflow_resolution(pv['year_one_to_grid_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour)] end end $pv_total = $pv_total.to_a[0] $pv_to_battery = $pv_to_battery.to_a[0] $pv_to_load = $pv_to_load.to_a[0] $pv_to_grid = $pv_to_grid.to_a[0] $wind_total = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Wind']['year_one_power_production_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $wind_total_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Wind:Total(kw)') if $wind_total_col.nil? $wind_total_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Wind:Total(kw)') end $wind_to_battery = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Wind']['year_one_to_battery_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $wind_to_battery_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Wind:ToBattery(kw)') if $wind_to_battery_col.nil? $wind_to_battery_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Wind:ToBattery(kw)') end $wind_to_load = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Wind']['year_one_to_load_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $wind_to_load_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Wind:ToLoad(kw)') if $wind_to_load_col.nil? $wind_to_load_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Wind:ToLoad(kw)') end $wind_to_grid = convert_powerflow_resolution(reopt_output['outputs']['Scenario']['Site']['Wind']['year_one_to_grid_series_kw'], reopt_resolution, feature_report.timesteps_per_hour) || [0] * (8760 * feature_report.timesteps_per_hour) $wind_to_grid_col = feature_report.timeseries_csv.column_names.index('REopt:ElectricityProduced:Wind:ToGrid(kw)') if $wind_to_grid_col.nil? $wind_to_grid_col = feature_report.timeseries_csv.column_names.length feature_report.timeseries_csv.column_names.push('REopt:ElectricityProduced:Wind:ToGrid(kw)') end def modrow(x, i) # :nodoc: x[$generation_timeseries_kwh_col] = $generation_timeseries_kwh[i] || 0 x[$load_col] = $load[i] || 0 x[$utility_to_load_col] = $utility_to_load[i] || 0 x[$utility_to_battery_col] = $utility_to_battery[i] || 0 x[$storage_to_load_col] = $storage_to_load[i] || 0 x[$storage_to_grid_col] = $storage_to_grid[i] || 0 x[$storage_soc_col] = $storage_soc[i] || 0 x[$generator_total_col] = $generator_total[i] || 0 x[$generator_to_battery_col] = $generator_to_battery[i] || 0 x[$generator_to_load_col] = $generator_to_load[i] || 0 x[$generator_to_grid_col] = $generator_to_grid[i] || 0 x[$pv_total_col] = $pv_total[i] || 0 x[$pv_to_battery_col] = $pv_to_battery[i] || 0 x[$pv_to_load_col] = $pv_to_load[i] || 0 x[$pv_to_grid_col] = $pv_to_grid[i] || 0 x[$wind_total_col] = $wind_total[i] || 0 x[$wind_to_battery_col] = $wind_to_battery[i] || 0 x[$wind_to_load_col] = $wind_to_load[i] || 0 x[$wind_to_grid_col] = $wind_to_grid[i] || 0 return x end old_data = CSV.open(feature_report.timeseries_csv.path).read start_date = Time.parse(old_data[1][0]) start_ts = ( ( ((start_date.yday - 1) * 60.0 * 60.0 * 24) + ((start_date.hour - 1) * 60.0 * 60.0) + (start_date.min * 60.0) + start_date.sec) / ((60 / feature_report.timesteps_per_hour) * 60) ).to_int mod_data = old_data.map.with_index do |x, i| if i > 0 modrow(x, start_ts + i - 1) else x end end mod_data[0] = feature_report.timeseries_csv.column_names feature_report.timeseries_csv.reload_data(mod_data) return feature_report end end end end