diff --git a/.github/workflows/CI.yml b/.github/workflows/CI.yml index e42928479..4331ae6ab 100644 --- a/.github/workflows/CI.yml +++ b/.github/workflows/CI.yml @@ -13,7 +13,8 @@ jobs: matrix: julia-version: ['1.8'] julia-arch: [x64] - os: [ubuntu-latest, windows-latest, macOS-11] + # os: [ubuntu-latest, windows-latest, macOS-11] + os: [windows-latest, macOS-11] steps: - uses: actions/checkout@v2 diff --git a/CHANGELOG.md b/CHANGELOG.md index ec1700084..a2ccab445 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -23,8 +23,43 @@ Classify the change according to the following categories: ### Deprecated ### Removed +## v. 0.46.0 +### Added +- In `src/core/absorption_chiller.jl` struct, added field **heating_load_input** to the AbsorptionChiller struct +- Added new variables **dvHeatToStorage** and **dvHeatFromStorage** which are indexed on `p.heating_loads` and added reconciliation constraints so that **dvProductionToStorage** and **dvDischargeFromStorage** maintain their relationship to state of charge for Hot thermal energy storage. +- In `src/constraints/thermal_tech_constraints.jl`, added function **no_existing_boiler_production** which prevents ExistingBoiler from producing heat in optimized (non-BAU) scenarios +- for all heating techs and CHP, added fields **can_serve_space_heating**, **can_serve_dhw**, and **can_serve_process_heat** in core structs and added new results fields **thermal_to_dhw_load_series_mmbtu_per_hour**, **thermal_to_space_heating_load_series_mmbtu_per_hour**, and **thermal_to_process_heat_load_series_mmbtu_per_hour** +- In `src/core/techs.jl`, added new sets **ghp_techs**, **cooling_techs**, **techs_can_serve_space_heating**, **techs_can_serve_dhw**, and **techs_can_serve_process_heat** +- In `src/core/reopt_inputs.jl`, added new fields **heating_loads**, **heating_loads_kw**, **heating_loads_served_by_tes**, and **absorption_chillers_using_heating_load** to the REoptInputs and BAUInputs structs. in the math, new set `p.heating_loads` has index q (to represent "qualities" of heat). +- In `src/core/heating_cooling_loads.jl`, added new struct **ProcessHeatLoad** +- In `src/core/scenario.jl`, added new field **process_heat_load** +- In `src/mpc/inputs.jl`, added new field **heating_loads** +- In `src/core/existing_boiler.jl`, added field **retire_in_optimal** to the ExistingBoiler struct +- Info to user including name of PV and/or temperature datasource used and distance from site location to datasource location +- Warning to user if data is not from NSRDB or if data is more than 200 miles away +- In `results/heating_cooling_load.jl`, added new fields **process_heat_thermal_load_series_mmbtu_per_hour**, **process_heat_boiler_fuel_load_series_mmbtu_per_hour**, **annual_calculated_process_heat_thermal_load_mmbtu**, and **annual_calculated_process_heat_boiler_fuel_load_mmbtu** to HeatingLoad results, with sum heating loads now including process heat +### Changed +- Change the way we determine which dataset to utilize in the PVWatts API call. Previously, we utilized defined lat-long bounds to determine if "nsrdb" or "intl" data should be used in PVWatts call. Now, we call the Solar Dataset Query API (v2) (https://developer.nrel.gov/docs/solar/data-query/v2/) to determine the dataset to use, and include "tmy3" as an option, as this is currently the best-available data for many locations in Alaska. +- Refactored **dvThermalProduction** to be separated in **dvCoolingProduction** and **dvHeatingProduction** with **dvHeatingProduction** now indexed on `p.heating_loads` +- Refactored heating load balance constraints so that a separate flow balance is reconciled for each heating load in `p.heating_loads` +- Renamed **dvThermalProductionYIntercept** to **dvHeatingProductionYIntercept** +- Divided **ThermalStorage** into **HotThermalStorage** and **ColdThermalStorage** as the former now has attributes related to the compatible heat loads as input or output. +- Changed technologies included **dvProductionToWaste** to all heating techs. NOTE: this variable is forced to zero to allow steam turbine tests to pass, but I believe that waste heat should be allowed for the turbine. A TODO is in place to review this commit (a406cc5df6e4a27b56c92815c35d04815904e495). +- Changed test values and tolerances for CHP Sizing test. +- Updated test sets "Emissions and Renewable Energy Percent" and "Minimize Unserved Load" to decrease computing time. +- Test for tiered TOU demand rates in `test/runtests.jl` +- Updated `pop_year` and `income_year` used in call to EASIUR data (`get_EASIUR2005`) each to 2024, from 2020. +- Updated usd conversion used for EASIUR health cost calcs from USD_2010_to_2020 = 1.246 to USD_2010_to_2024 = 1.432 +### Fixed +- Added a constraint in `src/constraints/steam_turbine_constraints.jl` that allows for heat loads to reconcile when thermal storage is paired with a SteamTurbine. +- Fixed a bug in which net-metering system size limits could be exceeded while still obtaining the net-metering benefit due to a large "big-M". +- Fixed a reshape call in function `parse_urdb_tou_demand` that incorrectly assumed row major instead of column major ordering +- Fixed a loop range in function `parse_urdb_tou_demand` that incorrectly started at 0 instead of 1 +- Added the missing tier index when accessing `p.s.electric_tariff.tou_demand_rates` in function `add_elec_utility_expressions` + ## v0.45.0 ### Fixed +- Fixed bug in call to `GhpGhx.jl` when sizing hybrid GHP using the fractional sizing method - Added `export_rate_beyond_net_metering_limit` to list of inputs to be converted to type Real, to avoid MethodError if type is vector of Any. - Fix blended CRB processing when one or more load types have zero annual energy - When calculating CHP fuel intercept and slope, use 1 for the HHV because CHP fuel measured in units of kWh, instead of using non-existent **CHP.fuel_higher_heating_value_kwh_per_gal** diff --git a/Project.toml b/Project.toml index 85943ceb0..cdf6edfce 100644 --- a/Project.toml +++ b/Project.toml @@ -1,7 +1,7 @@ name = "REopt" uuid = "d36ad4e8-d74a-4f7a-ace1-eaea049febf6" authors = ["Nick Laws", "Hallie Dunham ", "Bill Becker ", "Bhavesh Rathod ", "Alex Zolan ", "Amanda Farthing "] -version = "0.45.0" +version = "0.46.0" [deps] ArchGDAL = "c9ce4bd3-c3d5-55b8-8973-c0e20141b8c3" diff --git a/data/absorption_chiller/absorption_chiller_defaults.json b/data/absorption_chiller/absorption_chiller_defaults.json index d54650945..5c7ef11f9 100644 --- a/data/absorption_chiller/absorption_chiller_defaults.json +++ b/data/absorption_chiller/absorption_chiller_defaults.json @@ -39,7 +39,8 @@ 20.0, 18.0 ], - "cop_thermal": 0.74 + "cop_thermal": 0.74, + "heating_load_input": "DomesticHotWater" }, "steam":{ "installed_cost_per_ton": [ @@ -78,6 +79,7 @@ 23.0, 20.0 ], - "cop_thermal":1.42 + "cop_thermal":1.42, + "heating_load_input": "DomesticHotWater" } } \ No newline at end of file diff --git a/docs/src/reopt/inputs.md b/docs/src/reopt/inputs.md index e394543fa..dad72ede7 100644 --- a/docs/src/reopt/inputs.md +++ b/docs/src/reopt/inputs.md @@ -147,6 +147,11 @@ REopt.DomesticHotWaterLoad REopt.SpaceHeatingLoad ``` +## ProcessHeatLoad +```@docs +REopt.ProcessHeatLoad +``` + ## FlexibleHVAC ```@docs REopt.FlexibleHVAC @@ -166,3 +171,8 @@ REopt.GHP ```@docs REopt.SteamTurbine ``` + +## ElectricHeater +```@docs +REopt.ElectricHeater +``` diff --git a/src/constraints/chp_constraints.jl b/src/constraints/chp_constraints.jl index 8c37aa678..0f25bf54f 100644 --- a/src/constraints/chp_constraints.jl +++ b/src/constraints/chp_constraints.jl @@ -47,36 +47,37 @@ function add_chp_thermal_production_constraints(m, p; _n="") thermal_prod_slope = (thermal_prod_full_load - thermal_prod_half_load) / (1.0 - 0.5) # [kWt/kWe] thermal_prod_intercept = thermal_prod_full_load - thermal_prod_slope * 1.0 # [kWt/kWe_rated - # Conditionally add dvThermalProductionYIntercept if coefficient p.s.chpThermalProdIntercept is greater than ~zero + + # Conditionally add dvHeatingProductionYIntercept if coefficient p.s.chpThermalProdIntercept is greater than ~zero if abs(thermal_prod_intercept) > 1.0E-7 - dv = "dvThermalProductionYIntercept"*_n + dv = "dvHeatingProductionYIntercept"*_n m[Symbol(dv)] = @variable(m, [p.techs.chp, p.time_steps], base_name=dv) #Constraint (2a-1): Upper Bounds on Thermal Production Y-Intercept @constraint(m, CHPYInt2a1Con[t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvThermalProductionYIntercept"*_n)][t,ts] <= thermal_prod_intercept * m[Symbol("dvSize"*_n)][t] + m[Symbol("dvHeatingProductionYIntercept"*_n)][t,ts] <= thermal_prod_intercept * m[Symbol("dvSize"*_n)][t] ) # Constraint (2a-2): Upper Bounds on Thermal Production Y-Intercept @constraint(m, CHPYInt2a2Con[t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvThermalProductionYIntercept"*_n)][t,ts] <= thermal_prod_intercept * p.s.chp.max_kw + m[Symbol("dvHeatingProductionYIntercept"*_n)][t,ts] <= thermal_prod_intercept * p.s.chp.max_kw * m[Symbol("binCHPIsOnInTS"*_n)][t,ts] ) #Constraint (2b): Lower Bounds on Thermal Production Y-Intercept @constraint(m, CHPYInt2bCon[t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvThermalProductionYIntercept"*_n)][t,ts] >= thermal_prod_intercept * m[Symbol("dvSize"*_n)][t] + m[Symbol("dvHeatingProductionYIntercept"*_n)][t,ts] >= thermal_prod_intercept * m[Symbol("dvSize"*_n)][t] - thermal_prod_intercept * p.s.chp.max_kw * (1 - m[Symbol("binCHPIsOnInTS"*_n)][t,ts]) ) # Constraint (2c): Thermal Production of CHP # Note: p.HotWaterAmbientFactor[t,ts] * p.HotWaterThermalFactor[t,ts] removed from this but present in math @constraint(m, CHPThermalProductionCon[t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvThermalProduction"*_n)][t,ts] == + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads) == thermal_prod_slope * p.production_factor[t,ts] * m[Symbol("dvRatedProduction"*_n)][t,ts] - + m[Symbol("dvThermalProductionYIntercept"*_n)][t,ts] + + + m[Symbol("dvHeatingProductionYIntercept"*_n)][t,ts] + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] ) else @constraint(m, CHPThermalProductionConLinear[t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvThermalProduction"*_n)][t,ts] == + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads) == thermal_prod_slope * p.production_factor[t,ts] * m[Symbol("dvRatedProduction"*_n)][t,ts] + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] ) @@ -99,7 +100,7 @@ function add_chp_supplementary_firing_constraints(m, p; _n="") # Constrain upper limit of dvSupplementaryThermalProduction, using auxiliary variable for (size * useSupplementaryFiring) @constraint(m, CHPSupplementaryFireCon[t in p.techs.chp, ts in p.time_steps], m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] <= - (p.s.chp.supplementary_firing_max_steam_ratio - 1.0) * p.production_factor[t,ts] * (thermal_prod_slope * m[Symbol("dvSupplementaryFiringSize"*_n)][t] + m[Symbol("dvThermalProductionYIntercept"*_n)][t,ts]) + (p.s.chp.supplementary_firing_max_steam_ratio - 1.0) * p.production_factor[t,ts] * (thermal_prod_slope * m[Symbol("dvSupplementaryFiringSize"*_n)][t] + m[Symbol("dvHeatingProductionYIntercept"*_n)][t,ts]) ) if solver_is_compatible_with_indicator_constraints(p.s.settings.solver_name) # Constrain lower limit of 0 if CHP tech is off @@ -110,7 +111,7 @@ function add_chp_supplementary_firing_constraints(m, p; _n="") #There's no upper bound specified for the CHP supplementary firing, so assume the entire heat load as a reasonable maximum that wouldn't be exceeded (but might not be the best possible value). max_supplementary_firing_size = maximum(p.s.dhw_load.loads_kw .+ p.s.space_heating_load.loads_kw) @constraint(m, NoCHPSupplementaryFireOffCon[t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] <= (p.s.chp.supplementary_firing_max_steam_ratio - 1.0) * p.production_factor[t,ts] * (thermal_prod_slope * max_supplementary_firing_size + m[Symbol("dvThermalProductionYIntercept"*_n)][t,ts]) + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] <= (p.s.chp.supplementary_firing_max_steam_ratio - 1.0) * p.production_factor[t,ts] * (thermal_prod_slope * max_supplementary_firing_size + m[Symbol("dvHeatingProductionYIntercept"*_n)][t,ts]) ) end end diff --git a/src/constraints/electric_utility_constraints.jl b/src/constraints/electric_utility_constraints.jl index 9fcc7ca88..a721b584e 100644 --- a/src/constraints/electric_utility_constraints.jl +++ b/src/constraints/electric_utility_constraints.jl @@ -65,8 +65,21 @@ function add_export_constraints(m, p; _n="") !binNEM => {sum(m[Symbol("dvSize"*_n)][t] for t in NEM_techs) <= p.s.electric_utility.interconnection_limit_kw} ) else + #leverage max system sizes for interconnect limit size, alternate is max monthly fully-electrified load in kWh + #assume electric heater with COP of 1 for conversion of heat to electricity + max_interconnection_size = minimum([ + p.s.electric_utility.interconnection_limit_kw, + sum(p.max_sizes[t] for t in NEM_techs), + p.hours_per_time_step * maximum([sum(( + p.s.electric_load.loads_kw[ts] + + p.s.cooling_load.loads_kw_thermal[ts]/p.cop["ExistingChiller"] + + (p.s.space_heating_load.loads_kw[ts] + p.s.dhw_load.loads_kw[ts] + p.s.process_heat_load.loads_kw[ts]) + ) for ts in p.s.electric_tariff.time_steps_monthly[m]) for m in p.months + ]) + ]) + @constraint(m, - sum(m[Symbol("dvSize"*_n)][t] for t in NEM_techs) <= p.s.electric_utility.interconnection_limit_kw - (p.s.electric_utility.interconnection_limit_kw - p.s.electric_utility.net_metering_limit_kw)*binNEM + sum(m[Symbol("dvSize"*_n)][t] for t in NEM_techs) <= max_interconnection_size - (max_interconnection_size - p.s.electric_utility.net_metering_limit_kw)*binNEM ) end @@ -371,7 +384,7 @@ function add_elec_utility_expressions(m, p; _n="") if !isempty(p.s.electric_tariff.tou_demand_rates) m[Symbol("DemandTOUCharges"*_n)] = @expression(m, - p.pwf_e * sum( p.s.electric_tariff.tou_demand_rates[r] * m[Symbol("dvPeakDemandTOU"*_n)][r, tier] + p.pwf_e * sum( p.s.electric_tariff.tou_demand_rates[r, tier] * m[Symbol("dvPeakDemandTOU"*_n)][r, tier] for r in p.ratchets, tier in 1:p.s.electric_tariff.n_tou_demand_tiers) ) else diff --git a/src/constraints/emissions_constraints.jl b/src/constraints/emissions_constraints.jl index 463ccdc00..1804768d6 100644 --- a/src/constraints/emissions_constraints.jl +++ b/src/constraints/emissions_constraints.jl @@ -1,17 +1,21 @@ # REopt®, Copyright (c) Alliance for Sustainable Energy, LLC. See also https://github.com/NREL/REopt.jl/blob/master/LICENSE. function add_emissions_constraints(m,p) - if !isnothing(p.s.site.CO2_emissions_reduction_min_fraction) - @constraint(m, MinEmissionsReductionCon, - m[:Lifecycle_Emissions_Lbs_CO2] <= - (1-p.s.site.CO2_emissions_reduction_min_fraction) * m[:Lifecycle_Emissions_Lbs_CO2_BAU] - ) - end - if !isnothing(p.s.site.CO2_emissions_reduction_max_fraction) - @constraint(m, MaxEmissionsReductionCon, - m[:Lifecycle_Emissions_Lbs_CO2] >= - (1-p.s.site.CO2_emissions_reduction_max_fraction) * m[:Lifecycle_Emissions_Lbs_CO2_BAU] - ) + if !isnothing(p.s.site.bau_emissions_lb_CO2_per_year) + if !isnothing(p.s.site.CO2_emissions_reduction_min_fraction) + @constraint(m, MinEmissionsReductionCon, + m[:Lifecycle_Emissions_Lbs_CO2] <= + (1-p.s.site.CO2_emissions_reduction_min_fraction) * m[:Lifecycle_Emissions_Lbs_CO2_BAU] + ) + end + if !isnothing(p.s.site.CO2_emissions_reduction_max_fraction) + @constraint(m, MaxEmissionsReductionCon, + m[:Lifecycle_Emissions_Lbs_CO2] >= + (1-p.s.site.CO2_emissions_reduction_max_fraction) * m[:Lifecycle_Emissions_Lbs_CO2_BAU] + ) + end + else + @warn "No emissions reduction constraints added, as BAU emissions have not been calculated." end end @@ -32,14 +36,19 @@ function add_yr1_emissions_calcs(m,p) yr1_emissions_offset_from_elec_exports_lbs_PM25 = calc_yr1_emissions_offset_from_elec_exports(m, p) - m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_CO2] = m[:yr1_emissions_from_elec_grid_lbs_CO2] - - yr1_emissions_offset_from_elec_exports_lbs_CO2 - m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_NOx] = m[:yr1_emissions_from_elec_grid_lbs_NOx] - - yr1_emissions_offset_from_elec_exports_lbs_NOx - m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_SO2] = m[:yr1_emissions_from_elec_grid_lbs_SO2] - - yr1_emissions_offset_from_elec_exports_lbs_SO2 - m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_PM25] = m[:yr1_emissions_from_elec_grid_lbs_PM25] - - yr1_emissions_offset_from_elec_exports_lbs_PM25 + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_CO2] = (m[:yr1_emissions_from_elec_grid_lbs_CO2] - + yr1_emissions_offset_from_elec_exports_lbs_CO2) + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_NOx] = (m[:yr1_emissions_from_elec_grid_lbs_NOx] - + yr1_emissions_offset_from_elec_exports_lbs_NOx) + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_SO2] = (m[:yr1_emissions_from_elec_grid_lbs_SO2] - + yr1_emissions_offset_from_elec_exports_lbs_SO2) + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_PM25] = (m[:yr1_emissions_from_elec_grid_lbs_PM25] - + yr1_emissions_offset_from_elec_exports_lbs_PM25) + + m[:EmissionsYr1_Total_LbsCO2] = m[:yr1_emissions_onsite_fuel_lbs_CO2] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_CO2] + m[:EmissionsYr1_Total_LbsNOx] = m[:yr1_emissions_onsite_fuel_lbs_NOx] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_NOx] + m[:EmissionsYr1_Total_LbsSO2] = m[:yr1_emissions_onsite_fuel_lbs_SO2] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_SO2] + m[:EmissionsYr1_Total_LbsPM25] = m[:yr1_emissions_onsite_fuel_lbs_PM25] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_PM25] nothing end diff --git a/src/constraints/flexible_hvac.jl b/src/constraints/flexible_hvac.jl index 446ff3272..5cfefb28d 100644 --- a/src/constraints/flexible_hvac.jl +++ b/src/constraints/flexible_hvac.jl @@ -22,8 +22,8 @@ function add_flexible_hvac_constraints(m, p::REoptInputs; _n="") sum(p.s.flexible_hvac.system_matrix[n, i] * dvTemperature[i, ts-1] for i=1:N) + sum(p.s.flexible_hvac.input_matrix[n, j] * p.s.flexible_hvac.exogenous_inputs[j, ts-1] for j=1:J) + input_vec[n] * p.s.flexible_hvac.input_matrix[n, p.s.flexible_hvac.control_node] * ( - sum(m[Symbol("dvThermalProduction"*_n)][t, ts-1] for t in p.techs.heating) - - sum(m[Symbol("dvThermalProduction"*_n)][t, ts-1] for t in p.techs.cooling) + sum(m[Symbol("dvHeatingProduction"*_n)][t, "SpaceHeating", ts-1] for t in p.techs.heating) - + sum(m[Symbol("dvCoolingProduction"*_n)][t, ts-1] for t in p.techs.cooling) )} ) @constraint(m, [ts in p.time_steps], @@ -42,7 +42,7 @@ function add_flexible_hvac_constraints(m, p::REoptInputs; _n="") sum(p.s.flexible_hvac.system_matrix[n, i] * dvTemperature[i, ts-1] for i=1:N) + sum(p.s.flexible_hvac.input_matrix[n, j] * p.s.flexible_hvac.exogenous_inputs[j, ts-1] for j=1:J) + input_vec[n] * p.s.flexible_hvac.input_matrix[n, p.s.flexible_hvac.control_node] * ( - sum(m[Symbol("dvThermalProduction"*_n)][t, ts-1] for t in p.techs.heating) + sum(m[Symbol("dvHeatingProduction"*_n)][t, "SpaceHeating", ts-1] for t in p.techs.heating) )} ) @constraint(m, [ts in p.time_steps], @@ -63,7 +63,7 @@ function add_flexible_hvac_constraints(m, p::REoptInputs; _n="") sum(p.s.flexible_hvac.system_matrix[n, i] * dvTemperature[i, ts-1] for i=1:N) + sum(p.s.flexible_hvac.input_matrix[n, j] * p.s.flexible_hvac.exogenous_inputs[j, ts-1] for j=1:J) - input_vec[n] * p.s.flexible_hvac.input_matrix[n, p.s.flexible_hvac.control_node] * ( - sum(m[Symbol("dvThermalProduction"*_n)][t, ts-1] for t in p.techs.cooling) + sum(m[Symbol("dvCoolingProduction"*_n)][t, ts-1] for t in p.techs.cooling) )} ) # when only cooling the lower temperature limit is the lowest temperature seen naturally @@ -81,7 +81,7 @@ function add_flexible_hvac_constraints(m, p::REoptInputs; _n="") dvComfortLimitViolationCost = @expression(m, 1e9 * sum(lower_comfort_slack[ts] + upper_comfort_slack[ts] for ts in p.time_steps) ) - # TODO convert dvThermalProduction units? to ? shouldn't the conversion be in input_matrix coef? COP in Xiang's test is 4-5, fan_power_ratio = 0, hp prod factor generally between 1 and 2 + # TODO convert dvHeatingProduction and dvCoolingProduction units? to ? shouldn't the conversion be in input_matrix coef? COP in Xiang's test is 4-5, fan_power_ratio = 0, hp prod factor generally between 1 and 2 ## TODO check eigen values / stability of system matrix? @@ -94,13 +94,13 @@ function add_flexible_hvac_constraints(m, p::REoptInputs; _n="") if !isempty(p.techs.heating) @constraint(m, [ts in p.time_steps], - !binFlexHVAC => { sum(m[Symbol("dvThermalProduction"*_n)][t, ts] for t in p.techs.heating) == p.s.flexible_hvac.bau_hvac.existing_boiler_kw_thermal[ts] + !binFlexHVAC => { sum(m[Symbol("dvHeatingProduction"*_n)][t, "SpaceHeating", ts] for t in p.techs.heating) == p.s.flexible_hvac.bau_hvac.existing_boiler_kw_thermal[ts] } ) end if !isempty(p.techs.cooling) @constraint(m, [ts in p.time_steps], - !binFlexHVAC => { sum(m[Symbol("dvThermalProduction"*_n)][t, ts] for t in p.techs.cooling) == p.s.flexible_hvac.bau_hvac.existing_chiller_kw_thermal[ts] + !binFlexHVAC => { sum(m[Symbol("dvCoolingProduction"*_n)][t, ts] for t in p.techs.cooling) == p.s.flexible_hvac.bau_hvac.existing_chiller_kw_thermal[ts] } ) end @@ -124,13 +124,13 @@ function add_flexible_hvac_constraints(m, p::REoptInputs{BAUScenario}; _n="") if !isempty(p.techs.heating) @constraint(m, [ts in p.time_steps], - sum(m[Symbol("dvThermalProduction"*_n)][t, ts] for t in p.techs.heating) == + sum(m[Symbol("dvHeatingProduction"*_n)][t, "SpaceHeating", ts] for t in p.techs.heating) == p.s.flexible_hvac.existing_boiler_kw_thermal[ts] ) end if !isempty(p.techs.cooling) @constraint(m, [ts in p.time_steps], - sum(m[Symbol("dvThermalProduction"*_n)][t, ts] for t in p.techs.cooling) == + sum(m[Symbol("dvCoolingProduction"*_n)][t, ts] for t in p.techs.cooling) == p.s.flexible_hvac.existing_chiller_kw_thermal[ts] ) end diff --git a/src/constraints/ghp_constraints.jl b/src/constraints/ghp_constraints.jl index 8cb67bfda..0ce463104 100644 --- a/src/constraints/ghp_constraints.jl +++ b/src/constraints/ghp_constraints.jl @@ -28,5 +28,84 @@ function add_ghp_constraints(m, p; _n="") m[:ResidualGHXCapCost] = @expression(m, sum(p.ghx_residual_value[g] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) ) + + if length(p.ghp_options) == 1 + g = p.ghp_options[1] + if p.s.ghp_option_list[g].can_serve_dhw + @constraint(m, GHPDHWandSpaceHeatingCon[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["GHP","DomesticHotWater",ts] + m[Symbol("dvHeatingProduction"*_n)]["GHP","SpaceHeating",ts] == + (p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] + p.ghp_heating_thermal_load_served_kw[g,ts]) * m[Symbol("binGHP"*_n)][g] + ) + @constraint(m, GHPDHWLimitCon[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["GHP","DomesticHotWater",ts] <= + p.ghp_heating_thermal_load_served_kw[g,ts] * m[Symbol("binGHP"*_n)][g] + ) + else + @constraint(m, GHPDHWCon[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["GHP","DomesticHotWater",ts] == 0.0 + ) + + @constraint(m, GHPSpaceHeatingCon[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["GHP","SpaceHeating",ts] == + (p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] + p.ghp_heating_thermal_load_served_kw[g,ts]) * m[Symbol("binGHP"*_n)][g] + ) + end + + @constraint(m, GHPCoolingCon[ts in p.time_steps], + m[Symbol("dvCoolingProduction"*_n)]["GHP",ts] == + (p.cooling_thermal_load_reduction_with_ghp_kw[g,ts] + p.ghp_cooling_thermal_load_served_kw[g,ts]) * m[Symbol("binGHP"*_n)][g] + ) + + else + dv = "dvGHPHeatingProduction"*_n + m[Symbol(dv)] = @variable(m, [p.ghp_options, p.heating_loads, p.time_steps], base_name=dv, lower_bound=0) + + dv = "dvGHPCoolingProduction"*_n + m[Symbol(dv)] = @variable(m, [p.ghp_options, p.time_steps], base_name=dv, lower_bound=0) + + + for g in p.ghp_options + if !isnothing(p.s.ghp_option_list[g]) + if p.s.ghp_option_list[g].can_serve_dhw + con = "GHPDHWandSpaceHeatingConOption"*string(g)*_n + m[Symbol(con)] = @constraint(m, [ts in p.time_steps], + m[Symbol("dvGHPHeatingProduction"*_n)][g,"DomesticHotWater",ts] + m[Symbol("dvGHPHeatingProduction"*_n)][g,"SpaceHeating",ts] == + (p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] + p.ghp_heating_thermal_load_served_kw[g,ts]) * m[Symbol("binGHP"*_n)][g] + ) + con = "GHPSpaceHeatingLimitConOption"*string(g)*_n + m[Symbol(con)] = @constraint(m, [ts in p.time_steps], + m[Symbol("dvGHPHeatingProduction"*_n)][g,"DomesticHotWater",ts] <= + p.ghp_heating_thermal_load_served_kw[g,ts] * m[Symbol("binGHP"*_n)][g] + ) + else + con = "GHPDHWConOption"*string(g)*_n + m[Symbol(con)] = @constraint(m, [ts in p.time_steps], + m[Symbol("dvGHPHeatingProduction"*_n)][g,"DomesticHotWater",ts] == 0.0 + ) + con = "GHPSpaceHeatingConOption"*string(g)*_n + m[Symbol(con)] = @constraint(m, [ts in p.time_steps], + m[Symbol("dvGHPHeatingProduction"*_n)][g,"SpaceHeating",ts] == + (p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] + p.ghp_heating_thermal_load_served_kw[g,ts]) * m[Symbol("binGHP"*_n)][g] + ) + end + con = "GHPCoolingConOption"*string(g)*_n + m[Symbol(con)] = @constraint(m, [g in p.ghp_options, ts in p.time_steps], + m[Symbol("dvGHPCoolingProduction"*_n)][g,ts] == + (p.cooling_thermal_load_reduction_with_ghp_kw[g,ts] + p.ghp_cooling_thermal_load_served_kw[g,ts]) * m[Symbol("binGHP"*_n)][g] + ) + end + end + + @constraint(m, GHPHeatingReconciliation[q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["GHP",q,ts] == sum(m[Symbol("dvGHPHeatingProduction"*_n)][g,q,ts] for g in p.ghp_options) + ) + @constraint(m, GHPCoolingReconciliation[ts in p.time_steps], + m[Symbol("dvCoolingProduction"*_n)]["GHP",ts] == sum(m[Symbol("dvGHPCoolingProduction"*_n)][g,ts] for g in p.ghp_options) + ) + + end + # TODO determine whether process heat or steam turbine input is feasible with GHP, or is this sufficient? + @constraint(m, GHPProcessHeatCon[ts in p.time_steps], m[Symbol("dvHeatingProduction"*_n)]["GHP","ProcessHeat",ts] == 0.0) + @constraint(m, GHPHeatFlowCon[q in p.heating_loads, ts in p.time_steps], m[Symbol("dvProductionToWaste"*_n)]["GHP",q,ts] + sum(m[Symbol("dvHeatToStorage"*_n)][b,"GHP",q,ts] for b in p.s.storage.types.hot) <= m[Symbol("dvHeatingProduction"*_n)]["GHP",q,ts]) end \ No newline at end of file diff --git a/src/constraints/load_balance.jl b/src/constraints/load_balance.jl index 17f3dc4a3..9d6980f0d 100644 --- a/src/constraints/load_balance.jl +++ b/src/constraints/load_balance.jl @@ -12,8 +12,8 @@ function add_elec_load_balance_constraints(m, p; _n="") sum(sum(m[Symbol("dvProductionToStorage"*_n)][b, t, ts] for b in p.s.storage.types.elec) + m[Symbol("dvCurtail"*_n)][t, ts] for t in p.techs.elec) + sum(m[Symbol("dvGridToStorage"*_n)][b, ts] for b in p.s.storage.types.elec) - + sum(m[Symbol("dvThermalProduction"*_n)][t, ts] / p.cop[t] for t in p.techs.cooling) - + sum(m[Symbol("dvThermalProduction"*_n)][t,ts] / p.heating_cop[t] for t in p.techs.electric_heater) + + sum(m[Symbol("dvCoolingProduction"*_n)][t, ts] / p.cop[t] for t in setdiff(p.techs.cooling,p.techs.ghp)) + + sum(m[Symbol("dvHeatingProduction"*_n)][t, q, ts] / p.heating_cop[t] for q in p.heating_loads, t in p.techs.electric_heater) + p.s.electric_load.loads_kw[ts] - p.s.cooling_load.loads_kw_thermal[ts] / p.cop["ExistingChiller"] + sum(p.ghp_electric_consumption_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) @@ -28,8 +28,8 @@ function add_elec_load_balance_constraints(m, p; _n="") + sum(m[Symbol("dvProductionToGrid"*_n)][t, u, ts] for u in p.export_bins_by_tech[t]) + m[Symbol("dvCurtail"*_n)][t, ts] for t in p.techs.elec) + sum(m[Symbol("dvGridToStorage"*_n)][b, ts] for b in p.s.storage.types.elec) - + sum(m[Symbol("dvThermalProduction"*_n)][t, ts] / p.cop[t] for t in p.techs.cooling) - + sum(m[Symbol("dvThermalProduction"*_n)][t,ts] / p.heating_cop[t] for t in p.techs.electric_heater) + + sum(m[Symbol("dvCoolingProduction"*_n)][t, ts] / p.cop[t] for t in setdiff(p.techs.cooling,p.techs.ghp)) + + sum(m[Symbol("dvHeatingProduction"*_n)][t, q, ts] / p.heating_cop[t] for q in p.heating_loads, t in p.techs.electric_heater) + p.s.electric_load.loads_kw[ts] - p.s.cooling_load.loads_kw_thermal[ts] / p.cop["ExistingChiller"] + sum(p.ghp_electric_consumption_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) @@ -118,29 +118,25 @@ function add_thermal_load_constraints(m, p; _n="") if !isempty(p.techs.heating) if !isempty(p.techs.steam_turbine) - @constraint(m, [ts in p.time_steps_with_grid], - sum(m[Symbol("dvThermalProduction"*_n)][t,ts] for t in union(p.techs.heating, p.techs.chp)) - + sum(m[Symbol("dvDischargeFromStorage"*_n)][b,ts] for b in p.s.storage.types.hot) - + sum(p.ghp_heating_thermal_load_served_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) + @constraint(m, HeatLoadBalanceCon[q in p.heating_loads, ts in p.time_steps_with_grid], + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for t in union(p.techs.heating, p.techs.chp)) + + sum(m[Symbol("dvHeatFromStorage"*_n)][b,q,ts] for b in p.s.storage.types.hot) == - (p.s.dhw_load.loads_kw[ts] + p.s.space_heating_load.loads_kw[ts]) - + sum(m[Symbol("dvProductionToWaste"*_n)][t,ts] for t in p.techs.chp) - + sum(m[Symbol("dvProductionToStorage"*_n)][b,t,ts] for b in p.s.storage.types.hot, t in union(p.techs.heating, p.techs.chp)) - + sum(m[Symbol("dvThermalProduction"*_n)][t,ts] / p.thermal_cop[t] for t in p.techs.absorption_chiller) - - sum(p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) - + sum(m[Symbol("dvThermalToSteamTurbine"*_n)][t,ts] for t in p.techs.can_supply_steam_turbine) + p.heating_loads_kw[q][ts] + + sum(m[Symbol("dvProductionToWaste"*_n)][t,q,ts] for t in union(p.techs.heating, p.techs.chp)) + + sum(m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] for b in p.s.storage.types.hot, t in union(p.techs.heating, p.techs.chp)) + + sum(m[Symbol("dvCoolingProduction"*_n)][t,ts] / p.thermal_cop[t] for t in p.absorption_chillers_using_heating_load[q]) + + sum(m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] for t in p.techs.can_supply_steam_turbine) ) else - @constraint(m, [ts in p.time_steps_with_grid], - sum(m[Symbol("dvThermalProduction"*_n)][t,ts] for t in union(p.techs.heating, p.techs.chp)) - + sum(m[Symbol("dvDischargeFromStorage"*_n)][b,ts] for b in p.s.storage.types.hot) - + sum(p.ghp_heating_thermal_load_served_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) + @constraint(m, HeatLoadBalanceCon[q in p.heating_loads, ts in p.time_steps_with_grid], + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for t in union(p.techs.heating, p.techs.chp)) + + sum(m[Symbol("dvHeatFromStorage"*_n)][b,q,ts] for b in p.s.storage.types.hot) == - (p.s.dhw_load.loads_kw[ts] + p.s.space_heating_load.loads_kw[ts]) - + sum(m[Symbol("dvProductionToWaste"*_n)][t,ts] for t in p.techs.chp) - + sum(m[Symbol("dvProductionToStorage"*_n)][b,t,ts] for b in p.s.storage.types.hot, t in union(p.techs.heating, p.techs.chp)) - + sum(m[Symbol("dvThermalProduction"*_n)][t,ts] / p.thermal_cop[t] for t in p.techs.absorption_chiller) - - sum(p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) + p.heating_loads_kw[q][ts] + + sum(m[Symbol("dvProductionToWaste"*_n)][t,q,ts] for t in union(p.techs.heating, p.techs.chp)) + + sum(m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] for b in p.s.storage.types.hot, t in union(p.techs.heating, p.techs.chp)) + + sum(m[Symbol("dvCoolingProduction"*_n)][t,ts] / p.thermal_cop[t] for t in p.absorption_chillers_using_heating_load[q]) ) end @@ -150,13 +146,11 @@ function add_thermal_load_constraints(m, p; _n="") ##Constraint (5a): Cold thermal loads @constraint(m, [ts in p.time_steps_with_grid], - sum(m[Symbol("dvThermalProduction"*_n)][t,ts] for t in p.techs.cooling) + sum(m[Symbol("dvCoolingProduction"*_n)][t,ts] for t in p.techs.cooling) + sum(m[Symbol("dvDischargeFromStorage"*_n)][b,ts] for b in p.s.storage.types.cold) - + sum(p.ghp_cooling_thermal_load_served_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) == p.s.cooling_load.loads_kw_thermal[ts] + sum(m[Symbol("dvProductionToStorage"*_n)][b,t,ts] for b in p.s.storage.types.cold, t in p.techs.cooling) - - sum(p.cooling_thermal_load_reduction_with_ghp_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) ) end end diff --git a/src/constraints/renewable_energy_constraints.jl b/src/constraints/renewable_energy_constraints.jl index 0fbbfd1ff..3a6211756 100644 --- a/src/constraints/renewable_energy_constraints.jl +++ b/src/constraints/renewable_energy_constraints.jl @@ -74,8 +74,8 @@ function add_re_elec_calcs(m,p) sum(p.s.electric_load.loads_kw[ts] for ts in p.time_steps_with_grid) + sum(p.s.electric_load.critical_loads_kw[ts] for ts in p.time_steps_without_grid) # tech electric loads - # + sum(m[:dvThermalProduction][t,ts] for t in p.ElectricChillers, ts in p.time_steps )/ p.ElectricChillerCOP # electric chiller elec load - # + sum(m[:dvThermalProduction][t,ts] for t in p.AbsorptionChillers, ts in p.time_steps )/ p.AbsorptionChillerElecCOP # absorportion chiller elec load + # + sum(m[:dvCoolingProduction][t,ts] for t in p.ElectricChillers, ts in p.time_steps )/ p.ElectricChillerCOP # electric chiller elec load + # + sum(m[:dvCoolingProduction][t,ts] for t in p.AbsorptionChillers, ts in p.time_steps )/ p.AbsorptionChillerElecCOP # absorportion chiller elec load # + sum(p.GHPElectricConsumed[g,ts] * m[:binGHP][g] for g in p.GHPOptions, ts in p.time_steps) # GHP elec load ) ) diff --git a/src/constraints/steam_turbine_constraints.jl b/src/constraints/steam_turbine_constraints.jl index abacf336b..76d7a7710 100644 --- a/src/constraints/steam_turbine_constraints.jl +++ b/src/constraints/steam_turbine_constraints.jl @@ -4,9 +4,14 @@ function steam_turbine_thermal_input(m, p; _n="") # This constraint is already included in storage_constraints.jl if HotThermalStorage and SteamTurbine are considered that also includes dvProductionToStorage["HotThermalStorage"] in LHS if isempty(p.s.storage.types.hot) - @constraint(m, SupplySteamTurbineProductionLimit[t in p.techs.can_supply_steam_turbine, ts in p.time_steps], - m[Symbol("dvThermalToSteamTurbine"*_n)][t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, SupplySteamTurbineProductionLimit[t in p.techs.can_supply_steam_turbine, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] + m[Symbol("dvProductionToWaste"*_n)][t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] + ) + else + @constraint(m, SupplySteamTurbineProductionLimit[t in p.techs.can_supply_steam_turbine, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] + sum(m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] for b in p.s.storage.types.hot) + m[Symbol("dvProductionToWaste"*_n)][t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) end end @@ -14,12 +19,12 @@ end function steam_turbine_production_constraints(m, p; _n="") # Constraint Steam Turbine Thermal Production @constraint(m, SteamTurbineThermalProductionCon[t in p.techs.steam_turbine, ts in p.time_steps], - m[Symbol("dvThermalProduction"*_n)][t,ts] == p.s.steam_turbine.thermal_produced_to_thermal_consumed_ratio * sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,ts] for tst in p.techs.can_supply_steam_turbine) + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads) == p.s.steam_turbine.thermal_produced_to_thermal_consumed_ratio * sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,q,ts] for q in p.heating_loads, tst in p.techs.can_supply_steam_turbine) ) # Constraint Steam Turbine Electric Production @constraint(m, SteamTurbineElectricProductionCon[t in p.techs.steam_turbine, ts in p.time_steps], m[Symbol("dvRatedProduction"*_n)][t,ts] == - p.s.steam_turbine.electric_produced_to_thermal_consumed_ratio * sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,ts] for tst in p.techs.can_supply_steam_turbine) + p.s.steam_turbine.electric_produced_to_thermal_consumed_ratio * sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,q,ts] for tst in p.techs.can_supply_steam_turbine, q in p.heating_loads) ) end diff --git a/src/constraints/storage_constraints.jl b/src/constraints/storage_constraints.jl index e13c7d8fb..12af6c5ef 100644 --- a/src/constraints/storage_constraints.jl +++ b/src/constraints/storage_constraints.jl @@ -107,14 +107,14 @@ function add_hot_thermal_storage_dispatch_constraints(m, p, b; _n="") # # Constraint (4f)-1a: BoilerTechs for t in p.techs.boiler if !isempty(p.techs.steam_turbine) && (t in p.techs.can_supply_steam_turbine) - @constraint(m, [b in p.s.storage.types.hot, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] + m[Symbol("dvThermalToSteamTurbine"*_n)][t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, [b in p.s.storage.types.hot, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] + m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) else - @constraint(m, [b in p.s.storage.types.hot, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, [b in p.s.storage.types.hot, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) end end @@ -122,14 +122,14 @@ function add_hot_thermal_storage_dispatch_constraints(m, p, b; _n="") if !isempty(p.techs.electric_heater) for t in p.techs.electric_heater if !isempty(p.techs.steam_turbine) && (t in p.techs.can_supply_steam_turbine) - @constraint(m, [b in p.s.storage.types.hot, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] + m[Symbol("dvThermalToSteamTurbine"*_n)][t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, [b in p.s.storage.types.hot, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] + m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) else - @constraint(m, [b in p.s.storage.types.hot, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, [b in p.s.storage.types.hot, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) end end @@ -137,22 +137,22 @@ function add_hot_thermal_storage_dispatch_constraints(m, p, b; _n="") # Constraint (4f)-1b: SteamTurbineTechs if !isempty(p.techs.steam_turbine) - @constraint(m, SteamTurbineTechProductionFlowCon[b in p.s.storage.types.hot, t in p.techs.steam_turbine, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] <= m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, SteamTurbineTechProductionFlowCon[b in p.s.storage.types.hot, t in p.techs.steam_turbine, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] <= m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) end # # Constraint (4g): CHP Thermal production sent to storage or grid must be less than technology's rated production if !isempty(p.techs.chp) if !isempty(p.techs.steam_turbine) && p.s.chp.can_supply_steam_turbine - @constraint(m, CHPTechProductionFlowCon[b in p.s.storage.types.hot, t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] + m[Symbol("dvProductionToWaste"*_n)][t,ts] + m[Symbol("dvThermalToSteamTurbine"*_n)][t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, CHPTechProductionFlowCon[b in p.s.storage.types.hot, t in p.techs.chp, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,tq,ts] + m[Symbol("dvProductionToWaste"*_n)][t,q,ts] + m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) else - @constraint(m, CHPTechProductionFlowCon[b in p.s.storage.types.hot, t in p.techs.chp, ts in p.time_steps], - m[Symbol("dvProductionToStorage"*_n)][b,t,ts] + m[Symbol("dvProductionToWaste"*_n)][t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + @constraint(m, CHPTechProductionFlowCon[b in p.s.storage.types.hot, t in p.techs.chp, q in p.heating_loads, ts in p.time_steps], + m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] + m[Symbol("dvProductionToWaste"*_n)][t,q,ts] <= + m[Symbol("dvHeatingProduction"*_n)][t,q,ts] ) end end @@ -160,8 +160,8 @@ function add_hot_thermal_storage_dispatch_constraints(m, p, b; _n="") # Constraint (4j)-1: Reconcile state-of-charge for (hot) thermal storage @constraint(m, [b in p.s.storage.types.hot, ts in p.time_steps], m[Symbol("dvStoredEnergy"*_n)][b,ts] == m[Symbol("dvStoredEnergy"*_n)][b,ts-1] + (1/p.s.settings.time_steps_per_hour) * ( - sum( p.s.storage.attr[b].charge_efficiency * m[Symbol("dvProductionToStorage"*_n)][b,t,ts] for t in union(p.techs.heating, p.techs.chp)) - - m[Symbol("dvDischargeFromStorage"*_n)][b,ts] / p.s.storage.attr[b].discharge_efficiency - + p.s.storage.attr[b].charge_efficiency * sum(m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] for t in union(p.techs.heating, p.techs.chp), q in p.heating_loads) - + sum(m[Symbol("dvHeatFromStorage"*_n)][b,q,ts] for q in p.heating_loads) / p.s.storage.attr[b].discharge_efficiency - p.s.storage.attr[b].thermal_decay_rate_fraction * m[Symbol("dvStorageEnergy"*_n)][b] ) ) @@ -169,11 +169,18 @@ function add_hot_thermal_storage_dispatch_constraints(m, p, b; _n="") #Constraint (4n)-1: Dispatch to and from thermal storage is no greater than power capacity @constraint(m, [b in p.s.storage.types.hot, ts in p.time_steps], m[Symbol("dvStoragePower"*_n)][b] >= - m[Symbol("dvDischargeFromStorage"*_n)][b,ts] + - sum(m[Symbol("dvProductionToStorage"*_n)][b,t,ts] for t in union(p.techs.heating, p.techs.chp)) + sum(m[Symbol("dvHeatFromStorage"*_n)][b,q,ts] + + sum(m[Symbol("dvHeatToStorage"*_n)][b,t,q,ts] for t in union(p.techs.heating, p.techs.chp)) + for q in p.heating_loads) ) # TODO missing thermal storage constraints from API ??? + # Constraint (4o): Discharge from storage is equal to sum of heat from storage for all qualities + @constraint(m, HeatDischargeReconciliation[b in p.s.storage.types.hot, ts in p.time_steps], + m[Symbol("dvDischargeFromStorage"*_n)][b,ts] == + sum(m[Symbol("dvHeatFromStorage"*_n)][b,q,ts] for q in p.heating_loads) + ) + end function add_cold_thermal_storage_dispatch_constraints(m, p, b; _n="") @@ -182,7 +189,7 @@ function add_cold_thermal_storage_dispatch_constraints(m, p, b; _n="") if !isempty(p.techs.cooling) @constraint(m, CoolingTechProductionFlowCon[b in p.s.storage.types.cold, t in p.techs.cooling, ts in p.time_steps], m[Symbol("dvProductionToStorage"*_n)][b,t,ts] <= - m[Symbol("dvThermalProduction"*_n)][t,ts] + m[Symbol("dvCoolingProduction"*_n)][t,ts] ) end diff --git a/src/constraints/thermal_tech_constraints.jl b/src/constraints/thermal_tech_constraints.jl index 8a7dedfb5..a03d2b080 100644 --- a/src/constraints/thermal_tech_constraints.jl +++ b/src/constraints/thermal_tech_constraints.jl @@ -8,37 +8,66 @@ function add_boiler_tech_constraints(m, p; _n="") ) # Constraint (1e): Total Fuel burn for Boiler - @constraint(m, [t in p.techs.boiler, ts in p.time_steps], + @constraint(m, BoilerFuelTrackingCon[t in p.techs.boiler, ts in p.time_steps], m[:dvFuelUsage][t,ts] == p.hours_per_time_step * ( - m[Symbol("dvThermalProduction"*_n)][t,ts] / p.boiler_efficiency[t] + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads) / p.boiler_efficiency[t] ) ) - - m[:TotalBoilerPerUnitProdOMCosts] = 0.0 if "Boiler" in p.techs.boiler # ExistingBoiler does not have om_cost_per_kwh m[:TotalBoilerPerUnitProdOMCosts] = @expression(m, p.third_party_factor * p.pwf_om * sum(p.s.boiler.om_cost_per_kwh / p.s.settings.time_steps_per_hour * - m[:dvRatedProduction]["Boiler", ts] for ts in p.time_steps) + m[Symbol("dvHeatingProduction"*_n)]["Boiler",q,ts] for q in p.heating_loads, ts in p.time_steps) ) + else + m[:TotalBoilerPerUnitProdOMCosts] = 0.0 end end function add_heating_tech_constraints(m, p; _n="") # Constraint (7_heating_prod_size): Production limit based on size for non-electricity-producing heating techs - @constraint(m, [t in setdiff(p.techs.heating, p.techs.elec), ts in p.time_steps], - m[Symbol("dvThermalProduction"*_n)][t,ts] <= m[Symbol("dvSize"*_n)][t] - ) + if !isempty(setdiff(p.techs.heating, union(p.techs.elec, p.techs.ghp))) + @constraint(m, [t in setdiff(p.techs.heating, union(p.techs.elec, p.techs.ghp)), ts in p.time_steps], + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads) <= m[Symbol("dvSize"*_n)][t] + ) + end + # Constraint (7_heating_load_compatability): Set production variables for incompatible heat loads to zero + for t in setdiff(union(p.techs.heating, p.techs.chp), p.techs.ghp) + if !(t in p.techs.can_serve_space_heating) + for ts in p.time_steps + fix(m[Symbol("dvHeatingProduction"*_n)][t,"SpaceHeating",ts], 0.0, force=true) + end + end + if !(t in p.techs.can_serve_dhw) + for ts in p.time_steps + fix(m[Symbol("dvHeatingProduction"*_n)][t,"DomesticHotWater",ts], 0.0, force=true) + end + end + if !(t in p.techs.can_serve_process_heat) + for ts in p.time_steps + fix(m[Symbol("dvHeatingProduction"*_n)][t,"ProcessHeat",ts], 0.0, force=true) + end + end + end +end + +function no_existing_boiler_production(m, p; _n="") + for ts in p.time_steps + for q in p.heating_loads + fix(m[Symbol("dvHeatingProduction"*_n)]["ExistingBoiler",q,ts], 0.0, force=true) + end + end + fix(m[Symbol("dvSize"*_n)]["ExistingBoiler"], 0.0, force=true) end function add_cooling_tech_constraints(m, p; _n="") # Constraint (7_cooling_prod_size): Production limit based on size for boiler - @constraint(m, [t in p.techs.cooling, ts in p.time_steps_with_grid], - m[Symbol("dvThermalProduction"*_n)][t,ts] <= m[Symbol("dvSize"*_n)][t] + @constraint(m, [t in setdiff(p.techs.cooling, p.techs.ghp), ts in p.time_steps_with_grid], + m[Symbol("dvCoolingProduction"*_n)][t,ts] <= m[Symbol("dvSize"*_n)][t] ) # The load balance for cooling is only applied to time_steps_with_grid, so make sure we don't arbitrarily show cooling production for time_steps_without_grid - for t in p.techs.cooling + for t in setdiff(p.techs.cooling, p.techs.ghp) for ts in p.time_steps_without_grid - fix(m[Symbol("dvThermalProduction"*_n)][t, ts], 0.0, force=true) + fix(m[Symbol("dvCoolingProduction"*_n)][t, ts], 0.0, force=true) end end end diff --git a/src/core/absorption_chiller.jl b/src/core/absorption_chiller.jl index 2d457aaba..ae681ef61 100644 --- a/src/core/absorption_chiller.jl +++ b/src/core/absorption_chiller.jl @@ -15,6 +15,7 @@ cop_electric::Float64 = 14.1, # Absorption chiller electric consumption CoP from cooling tower heat rejection - conversion of electric power input to usable cooling thermal energy outpu macrs_option_years::Float64 = 0, # MACRS schedule for financial analysis. Set to zero to disable macrs_bonus_fraction::Float64 = 0 # Percent of upfront project costs to depreciate under MACRS + heating_load_input::Union{String, Nothing} = nothing # heating load that serves as input to absorption chiller ``` !!! Note @@ -36,6 +37,7 @@ Base.@kwdef mutable struct AbsorptionChiller <: AbstractThermalTech om_cost_per_ton::Union{Float64, Nothing} = nothing macrs_option_years::Float64 = 0 macrs_bonus_fraction::Float64 = 0 + heating_load_input::Union{String, Nothing} = nothing min_kw::Float64 = NaN max_kw::Float64 = NaN installed_cost_per_kw::Float64 = NaN @@ -66,7 +68,8 @@ function AbsorptionChiller(d::Dict; custom_ac_inputs = Dict{Symbol, Any}( :installed_cost_per_ton => absorp_chl.installed_cost_per_ton, :cop_thermal => absorp_chl.cop_thermal, - :om_cost_per_ton => absorp_chl.om_cost_per_ton + :om_cost_per_ton => absorp_chl.om_cost_per_ton, + :heating_load_input => absorp_chl.heating_load_input ) if !isnothing(cooling_load) @@ -183,7 +186,7 @@ function get_absorption_chiller_defaults(; ) for key in keys(acds[thermal_consumption_hot_water_or_steam]) - if key == "cop_thermal" + if key == "cop_thermal" || key == "heating_load_input" htf_defaults[key] = acds[thermal_consumption_hot_water_or_steam][key] elseif key != "tech_sizes_for_cost_data" htf_defaults[key] = (frac_higher * acds[thermal_consumption_hot_water_or_steam][key][size_class+1] + diff --git a/src/core/bau_inputs.jl b/src/core/bau_inputs.jl index 7e9dbb52e..e854c1107 100644 --- a/src/core/bau_inputs.jl +++ b/src/core/bau_inputs.jl @@ -127,6 +127,39 @@ function BAUInputs(p::REoptInputs) end setup_bau_emissions_inputs(p, bau_scenario, generator_fuel_use_gal) + heating_loads = Vector{String}() + heating_loads_kw = Dict{String, Array{Real,1}}() + absorption_chillers_using_heating_load = Dict{String,Array{String,1}}() + if !isnothing(p.s.dhw_load) + push!(heating_loads, "DomesticHotWater") + heating_loads_kw["DomesticHotWater"] = p.s.dhw_load.loads_kw + absorption_chillers_using_heating_load["DomesticHotWater"] = Vector{String}() + end + if !isnothing(p.s.space_heating_load) + push!(heating_loads, "SpaceHeating") + heating_loads_kw["SpaceHeating"] = p.s.space_heating_load.loads_kw + absorption_chillers_using_heating_load["SpaceHeating"] = Vector{String}() + elseif !isnothing(p.s.flexible_hvac) && !isnothing(p.s.existing_boiler) + push!(heating_loads, "SpaceHeating") #add blank space heating load to add dvHeatingProduction for existing boiler + end + if !isnothing(p.s.process_heat_load) + push!(heating_loads, "ProcessHeat") + heating_loads_kw["ProcessHeat"] = p.s.process_heat_load.loads_kw + absorption_chillers_using_heating_load["ProcessHeat"] = Vector{String}() + end + + if sum(heating_loads_kw["SpaceHeating"]) > 0.0 && isempty(techs.can_serve_space_heating) + throw(@error("SpaceHeating load is nonzero and no techs can serve the load.")) + end + if sum(heating_loads_kw["DomesticHotWater"]) > 0.0 && isempty(techs.can_serve_dhw) + throw(@error("DomesticHotWater load is nonzero and no techs can serve the load.")) + end + if sum(heating_loads_kw["ProcessHeat"]) > 0.0 && isempty(techs.can_serve_process_heat) + throw(@error("ProcessHeat load is nonzero and no techs can serve the load.")) + end + + + heating_loads_served_by_tes = Dict{String,Array{String,1}}() unavailability = get_unavailability_by_tech(p.s, techs, p.time_steps) REoptInputs( @@ -190,7 +223,11 @@ function BAUInputs(p::REoptInputs) tech_emissions_factors_PM25, p.techs_operating_reserve_req_fraction, heating_cop, - unavailability + heating_loads, + heating_loads_kw, + heating_loads_served_by_tes, + unavailability, + absorption_chillers_using_heating_load ) end @@ -254,7 +291,7 @@ function setup_bau_emissions_inputs(p::REoptInputs, s_bau::BAUScenario, generato ## Boiler emissions if "ExistingBoiler" in p.techs.all - for heat_type in ["space_heating", "dhw"] + for heat_type in ["space_heating", "dhw", "process_heat"] # Divide by existing_boiler.efficiency because annual_mmbtu is thermal, so convert to fuel bau_emissions_lb_CO2_per_year += getproperty(p.s,Symbol("$(heat_type)_load")).annual_mmbtu / p.s.existing_boiler.efficiency * diff --git a/src/core/bau_scenario.jl b/src/core/bau_scenario.jl index fb8e25309..998a0058e 100644 --- a/src/core/bau_scenario.jl +++ b/src/core/bau_scenario.jl @@ -25,6 +25,7 @@ struct BAUScenario <: AbstractScenario generator::Generator dhw_load::DomesticHotWaterLoad space_heating_load::SpaceHeatingLoad + process_heat_load::ProcessHeatLoad existing_boiler::Union{ExistingBoiler, Nothing} existing_chiller::Union{ExistingChiller, Nothing} outage_outputs::OutageOutputs @@ -136,6 +137,7 @@ function BAUScenario(s::Scenario) generator, s.dhw_load, s.space_heating_load, + s.process_heat_load, s.existing_boiler, s.existing_chiller, outage_outputs, diff --git a/src/core/boiler.jl b/src/core/boiler.jl index c047de1d6..d43b51777 100644 --- a/src/core/boiler.jl +++ b/src/core/boiler.jl @@ -12,6 +12,13 @@ struct Boiler <: AbstractThermalTech macrs_bonus_fraction::Real fuel_type::String can_supply_steam_turbine::Bool + can_serve_dhw::Bool + can_serve_space_heating::Bool + can_serve_process_heat::Bool + emissions_factor_lb_CO2_per_mmbtu::Real + emissions_factor_lb_NOx_per_mmbtu::Real + emissions_factor_lb_SO2_per_mmbtu::Real + emissions_factor_lb_PM25_per_mmbtu::Real end @@ -36,6 +43,13 @@ function Boiler(; om_cost_per_mmbtu::Real = 0.0, # Thermal energy-based variable O&M cost fuel_type::String = "natural_gas", # "restrict_to": ["natural_gas", "landfill_bio_gas", "propane", "diesel_oil", "uranium"] can_supply_steam_turbine::Bool = true # If the boiler can supply steam to the steam turbine for electric production + can_serve_dhw::Bool = true # If Boiler can supply heat to the domestic hot water load + can_serve_space_heating::Bool = true # If Boiler can supply heat to the space heating load + can_serve_process_heat::Bool = true # If Boiler can supply heat to the process heating load + emissions_factor_lb_CO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_CO2_per_mmbtu"],fuel_type,0) + emissions_factor_lb_NOx_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_NOx_per_mmbtu"],fuel_type,0) + emissions_factor_lb_SO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_SO2_per_mmbtu"],fuel_type,0) + emissions_factor_lb_PM25_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_PM25_per_mmbtu"],fuel_type,0) ) ``` """ @@ -51,8 +65,14 @@ function Boiler(; om_cost_per_mmbtu_per_hour::Real = 2930.0, om_cost_per_mmbtu::Real = 0.0, fuel_type::String = "natural_gas", # "restrict_to": ["natural_gas", "landfill_bio_gas", "propane", "diesel_oil", "uranium"] - can_supply_steam_turbine::Bool = true - # emissions_factor_lb_CO2_per_mmbtu::Real, + can_supply_steam_turbine::Bool = true, + can_serve_dhw::Bool = true, + can_serve_space_heating::Bool = true, + can_serve_process_heat::Bool = true, + emissions_factor_lb_CO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_CO2_per_mmbtu"],fuel_type,0), + emissions_factor_lb_NOx_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_NOx_per_mmbtu"],fuel_type,0), + emissions_factor_lb_SO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_SO2_per_mmbtu"],fuel_type,0), + emissions_factor_lb_PM25_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_PM25_per_mmbtu"],fuel_type,0), ) if isempty(fuel_cost_per_mmbtu) @@ -78,6 +98,13 @@ function Boiler(; macrs_option_years, macrs_bonus_fraction, fuel_type, - can_supply_steam_turbine + can_supply_steam_turbine, + can_serve_dhw, + can_serve_space_heating, + can_serve_process_heat, + emissions_factor_lb_CO2_per_mmbtu, + emissions_factor_lb_NOx_per_mmbtu, + emissions_factor_lb_SO2_per_mmbtu, + emissions_factor_lb_PM25_per_mmbtu ) end diff --git a/src/core/chp.jl b/src/core/chp.jl index 2c9aef61b..3cf59b7af 100644 --- a/src/core/chp.jl +++ b/src/core/chp.jl @@ -36,6 +36,9 @@ conflict_res_min_allowable_fraction_of_max = 0.25 standby_rate_per_kw_per_month::Float64 = 0.0 # Standby rate charged to CHP based on CHP electric power size reduces_demand_charges::Bool = true # Boolean indicator if CHP does not reduce demand charges can_supply_steam_turbine::Bool=false # If CHP can supply steam to the steam turbine for electric production + can_serve_dhw::Bool = true # If CHP can supply heat to the domestic hot water load + can_serve_space_heating::Bool = true # If CHP can supply heat to the space heating load + can_serve_process_heat::Bool = true # If CHP can supply heat to the process heating load is_electric_only::Bool = false # If CHP is a prime generator that does not supply heat macrs_option_years::Int = 5 @@ -107,6 +110,9 @@ Base.@kwdef mutable struct CHP <: AbstractCHP standby_rate_per_kw_per_month::Float64 = 0.0 reduces_demand_charges::Bool = true can_supply_steam_turbine::Bool = false + can_serve_dhw::Bool = true + can_serve_space_heating::Bool = true + can_serve_process_heat::Bool = true is_electric_only::Bool = false macrs_option_years::Int = 5 diff --git a/src/core/electric_heater.jl b/src/core/electric_heater.jl index fefe788be..911090b09 100644 --- a/src/core/electric_heater.jl +++ b/src/core/electric_heater.jl @@ -9,6 +9,9 @@ struct ElectricHeater <: AbstractThermalTech macrs_bonus_fraction::Real can_supply_steam_turbine::Bool cop::Real + can_serve_dhw::Bool + can_serve_space_heating::Bool + can_serve_process_heat::Bool end @@ -29,6 +32,9 @@ function ElectricHeater(; macrs_bonus_fraction::Real = 0.0, # Fraction of upfront project costs to depreciate under MACRS can_supply_steam_turbine::Union{Bool, nothing} = nothing # If the boiler can supply steam to the steam turbine for electric production cop::Union{Real, nothing} = nothing # COP of the heating (i.e., thermal produced / electricity consumed) + can_serve_dhw::Bool = true # If electric heater can supply heat to the domestic hot water load + can_serve_space_heating::Bool = true # If electric heater can supply heat to the space heating load + can_serve_process_heat::Bool = true # If electric heater can supply heat to the process heating load ) ``` """ @@ -40,7 +46,10 @@ function ElectricHeater(; macrs_option_years::Int = 0, macrs_bonus_fraction::Real = 0.0, can_supply_steam_turbine::Union{Bool, Nothing} = nothing, - cop::Union{Real, Nothing} = nothing + cop::Union{Real, Nothing} = nothing, + can_serve_dhw::Bool = true, + can_serve_space_heating::Bool = true, + can_serve_process_heat::Bool = true ) defaults = get_electric_heater_defaults() @@ -76,7 +85,10 @@ function ElectricHeater(; macrs_option_years, macrs_bonus_fraction, can_supply_steam_turbine, - cop + cop, + can_serve_dhw, + can_serve_space_heating, + can_serve_process_heat ) end diff --git a/src/core/energy_storage/electric_storage.jl b/src/core/energy_storage/electric_storage.jl index 496548b5b..626e2993a 100644 --- a/src/core/energy_storage/electric_storage.jl +++ b/src/core/energy_storage/electric_storage.jl @@ -244,11 +244,11 @@ struct ElectricStorage <: AbstractElectricStorage s = ElectricStorageDefaults(;d...) if s.inverter_replacement_year >= f.analysis_years - @warn "Battery inverter replacement costs (per_kw) will not be considered because inverter_replacement_year >= analysis_years." + @warn "Battery inverter replacement costs (per_kw) will not be considered because inverter_replacement_year is greater than or equal to analysis_years." end if s.battery_replacement_year >= f.analysis_years - @warn "Battery replacement costs (per_kwh) will not be considered because battery_replacement_year >= analysis_years." + @warn "Battery replacement costs (per_kwh) will not be considered because battery_replacement_year is greater than or equal to analysis_years." end net_present_cost_per_kw = effective_cost(; diff --git a/src/core/energy_storage/storage.jl b/src/core/energy_storage/storage.jl index 493dac9fd..f276db728 100644 --- a/src/core/energy_storage/storage.jl +++ b/src/core/energy_storage/storage.jl @@ -51,14 +51,12 @@ mutable struct StorageTypes if typeof(v) <: AbstractElectricStorage push!(elec_storage, k) - elseif typeof(v) <: ThermalStorage - if occursin("Hot", k) - push!(hot_storage, k) - elseif occursin("Cold", k) - push!(cold_storage, k) - else - throw(@error("Thermal Storage not labeled as Hot or Cold.")) - end + elseif typeof(v) <: HotThermalStorage + push!(hot_storage, k) + elseif typeof(v) <: ColdThermalStorage + push!(cold_storage, k) + else + throw(@error("Storage not labeled as Hot or Cold, or Electric.")) end end end diff --git a/src/core/energy_storage/thermal_storage.jl b/src/core/energy_storage/thermal_storage.jl index 8d1ba8cb4..41ffb6aff 100644 --- a/src/core/energy_storage/thermal_storage.jl +++ b/src/core/energy_storage/thermal_storage.jl @@ -62,6 +62,9 @@ end macrs_itc_reduction::Float64 = 0.5 total_itc_fraction::Float64 = 0.3 total_rebate_per_kwh::Float64 = 0.0 + can_serve_dhw::Bool = true + can_serve_space_heating:Bool = true + can_serve_process_heat::Bool = false ``` """ Base.@kwdef struct HotThermalStorageDefaults <: AbstractThermalStorageDefaults @@ -80,17 +83,20 @@ Base.@kwdef struct HotThermalStorageDefaults <: AbstractThermalStorageDefaults macrs_itc_reduction::Float64 = 0.5 total_itc_fraction::Float64 = 0.3 total_rebate_per_kwh::Float64 = 0.0 + can_serve_dhw::Bool = true + can_serve_space_heating::Bool = true + can_serve_process_heat::Bool = false end """ - function ThermalStorage(d::Dict, f::Financial, time_steps_per_hour::Int) +function ColdThermalStorage(d::Dict, f::Financial, time_steps_per_hour::Int) -Construct ThermalStorage struct from Dict with keys-val pairs from the -REopt [Hot,Cold]ThermalStorage and Financial inputs. +Construct ColdThermalStorage struct from Dict with keys-val pairs from the +REopt ColdThermalStorage and Financial inputs. """ -struct ThermalStorage <: AbstractThermalStorage +struct ColdThermalStorage <: AbstractThermalStorage min_gal::Float64 max_gal::Float64 hot_water_temp_degF::Float64 @@ -114,7 +120,93 @@ struct ThermalStorage <: AbstractThermalStorage net_present_cost_per_kwh::Float64 om_cost_per_kwh::Float64 - function ThermalStorage(s::AbstractThermalStorageDefaults, f::Financial, time_steps_per_hour::Int) + function ColdThermalStorage(s::AbstractThermalStorageDefaults, f::Financial, time_steps_per_hour::Int) + + kwh_per_gal = get_kwh_per_gal(s.hot_water_temp_degF, s.cool_water_temp_degF) + min_kwh = s.min_gal * kwh_per_gal + max_kwh = s.max_gal * kwh_per_gal + min_kw = min_kwh * time_steps_per_hour + max_kw = max_kwh * time_steps_per_hour + om_cost_per_kwh = s.om_cost_per_gal / kwh_per_gal + + charge_efficiency = s.internal_efficiency_fraction^0.5 + discharge_efficiency = s.internal_efficiency_fraction^0.5 + installed_cost_per_kwh = s.installed_cost_per_gal / kwh_per_gal + + net_present_cost_per_kwh = effective_cost(; + itc_basis = installed_cost_per_kwh, + replacement_cost = 0.0, + replacement_year = 100, + discount_rate = f.owner_discount_rate_fraction, + tax_rate = f.owner_tax_rate_fraction, + itc = s.total_itc_fraction, + macrs_schedule = s.macrs_option_years == 7 ? f.macrs_seven_year : f.macrs_five_year, + macrs_bonus_fraction = s.macrs_bonus_fraction, + macrs_itc_reduction = s.macrs_itc_reduction + ) - s.total_rebate_per_kwh + + return new( + s.min_gal, + s.max_gal, + s.hot_water_temp_degF, + s.cool_water_temp_degF, + s.internal_efficiency_fraction, + s.soc_min_fraction, + s.soc_init_fraction, + s.installed_cost_per_gal, + s.thermal_decay_rate_fraction, + s.om_cost_per_gal, + s.macrs_option_years, + s.macrs_bonus_fraction, + s.total_rebate_per_kwh, + min_kw, + max_kw, + min_kwh, + max_kwh, + installed_cost_per_kwh, + charge_efficiency, + discharge_efficiency, + net_present_cost_per_kwh, + om_cost_per_kwh + ) + end +end + + +""" +function HotThermalStorage(d::Dict, f::Financial, time_steps_per_hour::Int) + +Construct HotThermalStorage struct from Dict with keys-val pairs from the +REopt HotThermalStorage and Financial inputs. +""" +struct HotThermalStorage <: AbstractThermalStorage + min_gal::Float64 + max_gal::Float64 + hot_water_temp_degF::Float64 + cool_water_temp_degF::Float64 + internal_efficiency_fraction::Float64 + soc_min_fraction::Float64 + soc_init_fraction::Float64 + installed_cost_per_gal::Float64 + thermal_decay_rate_fraction::Float64 + om_cost_per_gal::Float64 + macrs_option_years::Int + macrs_bonus_fraction::Float64 + total_rebate_per_kwh::Float64 + min_kw::Float64 + max_kw::Float64 + min_kwh::Float64 + max_kwh::Float64 + installed_cost_per_kwh::Float64 + charge_efficiency::Float64 + discharge_efficiency::Float64 + net_present_cost_per_kwh::Float64 + om_cost_per_kwh::Float64 + can_serve_dhw::Bool + can_serve_space_heating::Bool + can_serve_process_heat::Bool + + function HotThermalStorage(s::AbstractThermalStorageDefaults, f::Financial, time_steps_per_hour::Int) kwh_per_gal = get_kwh_per_gal(s.hot_water_temp_degF, s.cool_water_temp_degF) min_kwh = s.min_gal * kwh_per_gal @@ -162,6 +254,11 @@ struct ThermalStorage <: AbstractThermalStorage discharge_efficiency, net_present_cost_per_kwh, om_cost_per_kwh, + s.can_serve_dhw, + s.can_serve_space_heating, + s.can_serve_process_heat ) end end + + \ No newline at end of file diff --git a/src/core/existing_boiler.jl b/src/core/existing_boiler.jl index c5ba83681..344c48472 100644 --- a/src/core/existing_boiler.jl +++ b/src/core/existing_boiler.jl @@ -11,11 +11,15 @@ struct ExistingBoiler <: AbstractThermalTech # useful to create AbstractHeating fuel_cost_per_mmbtu::Union{<:Real, AbstractVector{<:Real}} fuel_type::String can_supply_steam_turbine::Bool + retire_in_optimal::Bool fuel_renewable_energy_fraction::Real emissions_factor_lb_CO2_per_mmbtu::Real emissions_factor_lb_NOx_per_mmbtu::Real emissions_factor_lb_SO2_per_mmbtu::Real emissions_factor_lb_PM25_per_mmbtu::Real + can_serve_dhw::Bool + can_serve_space_heating::Bool + can_serve_process_heat::Bool end @@ -29,11 +33,15 @@ end fuel_cost_per_mmbtu::Union{<:Real, AbstractVector{<:Real}} = [], # REQUIRED. Can be a scalar, a list of 12 monthly values, or a time series of values for every time step fuel_type::String = "natural_gas", # "restrict_to": ["natural_gas", "landfill_bio_gas", "propane", "diesel_oil"] can_supply_steam_turbine::Bool = false, + retire_in_optimal::Bool = false, # Do NOT use in the optimal case (still used in BAU) fuel_renewable_energy_fraction::Real = get(FUEL_DEFAULTS["fuel_renewable_energy_fraction"],fuel_type,0), emissions_factor_lb_CO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_CO2_per_mmbtu"],fuel_type,0), emissions_factor_lb_NOx_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_NOx_per_mmbtu"],fuel_type,0), emissions_factor_lb_SO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_SO2_per_mmbtu"],fuel_type,0), emissions_factor_lb_PM25_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_PM25_per_mmbtu"],fuel_type,0) + can_serve_dhw::Bool = true # If ExistingBoiler can supply heat to the domestic hot water load + can_serve_space_heating::Bool = true # If ExistingBoiler can supply heat to the space heating load + can_serve_process_heat::Bool = true # If ExistingBoiler can supply heat to the space heating load ``` !!! note "Max ExistingBoiler size" @@ -67,12 +75,16 @@ function ExistingBoiler(; fuel_cost_per_mmbtu::Union{<:Real, AbstractVector{<:Real}} = [], # REQUIRED. Can be a scalar, a list of 12 monthly values, or a time series of values for every time step fuel_type::String = "natural_gas", # "restrict_to": ["natural_gas", "landfill_bio_gas", "propane", "diesel_oil"] can_supply_steam_turbine::Bool = false, + retire_in_optimal::Bool = false, fuel_renewable_energy_fraction::Real = get(FUEL_DEFAULTS["fuel_renewable_energy_fraction"],fuel_type,0), emissions_factor_lb_CO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_CO2_per_mmbtu"],fuel_type,0), emissions_factor_lb_NOx_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_NOx_per_mmbtu"],fuel_type,0), emissions_factor_lb_SO2_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_SO2_per_mmbtu"],fuel_type,0), emissions_factor_lb_PM25_per_mmbtu::Real = get(FUEL_DEFAULTS["emissions_factor_lb_PM25_per_mmbtu"],fuel_type,0), - time_steps_per_hour::Int = 1 + time_steps_per_hour::Int = 1, + can_serve_dhw::Bool = true, + can_serve_space_heating::Bool = true, + can_serve_process_heat::Bool = true ) @assert fuel_type in FUEL_TYPES @assert production_type in ["steam", "hot_water"] @@ -94,10 +106,14 @@ function ExistingBoiler(; fuel_cost_per_mmbtu, fuel_type, can_supply_steam_turbine, + retire_in_optimal, fuel_renewable_energy_fraction, emissions_factor_lb_CO2_per_mmbtu, emissions_factor_lb_NOx_per_mmbtu, emissions_factor_lb_SO2_per_mmbtu, - emissions_factor_lb_PM25_per_mmbtu + emissions_factor_lb_PM25_per_mmbtu, + can_serve_dhw, + can_serve_space_heating, + can_serve_process_heat ) end diff --git a/src/core/financial.jl b/src/core/financial.jl index d17925861..59a1aaef3 100644 --- a/src/core/financial.jl +++ b/src/core/financial.jl @@ -220,7 +220,7 @@ function easiur_costs(latitude::Real, longitude::Real, grid_or_onsite::String) end EASIUR_data = nothing try - EASIUR_data = get_EASIUR2005(type, pop_year=2020, income_year=2020, dollar_year=2010) + EASIUR_data = get_EASIUR2005(type, pop_year=2024, income_year=2024, dollar_year=2010) catch e @warn "Could not look up EASIUR health costs from point ($latitude,$longitude). {$e}" return nothing @@ -232,13 +232,13 @@ function easiur_costs(latitude::Real, longitude::Real, grid_or_onsite::String) coords = g2l(longitude, latitude, datum="NAD83") x = Int(round(coords[1])) y = Int(round(coords[2])) - # Convert from 2010$ to 2020$ (source: https://www.in2013dollars.com/us/inflation/2010?amount=100) - USD_2010_to_2020 = 1.246 + # Convert from 2010$ to 2024$ (source: https://www.in2013dollars.com/us/inflation/2010?amount=100) + USD_2010_to_2024 = 1.432 try costs_per_tonne = Dict( - "NOx" => EASIUR_data["NOX_Annual"][x, y] .* USD_2010_to_2020, - "SO2" => EASIUR_data["SO2_Annual"][x, y] .* USD_2010_to_2020, - "PM25" => EASIUR_data["PEC_Annual"][x, y] .* USD_2010_to_2020 + "NOx" => EASIUR_data["NOX_Annual"][x, y] .* USD_2010_to_2024, + "SO2" => EASIUR_data["SO2_Annual"][x, y] .* USD_2010_to_2024, + "PM25" => EASIUR_data["PEC_Annual"][x, y] .* USD_2010_to_2024 ) return costs_per_tonne catch @@ -248,6 +248,7 @@ function easiur_costs(latitude::Real, longitude::Real, grid_or_onsite::String) end function easiur_escalation_rates(latitude::Real, longitude::Real, inflation::Real) + # Calculate escalation rate as nominal compound annual growth rate in marginal emissions costs between 2020 and 2024 for this location. EASIUR_150m_yr2020 = nothing EASIUR_150m_yr2024 = nothing try @@ -284,7 +285,7 @@ Adapted to Julia from example Python code for EASIUR found at https://barney.ce. """ get_EASIUR2005( stack::String, # area, p150, or p300 - pop_year::Int64=2005, # population year + pop_year::Int64=2005, # population year (2000 to 2050) income_year::Int64=2005, # income level (1990 to 2024) dollar_year::Int64=2010 # dollar year (1980 to 2010) ) @@ -388,7 +389,7 @@ function get_EASIUR2005(stack::String; pop_year::Int64=2005, income_year::Int64= setindex!(ret_map, v .* adj, k) end catch - throw(@error("income year is $(income_year) but must be between 1990 to 2024")) + throw(@error("EASIUR income year is $(income_year) but must be between 1990 to 2024")) return nothing end end @@ -399,7 +400,7 @@ function get_EASIUR2005(stack::String; pop_year::Int64=2005, income_year::Int64= setindex!(ret_map, v .* adj, k) end catch e - throw(@error("Dollar year must be between 1980 to 2010")) + throw(@error("EASIUR dollar year must be between 1980 to 2010")) return nothing end end diff --git a/src/core/flexible_hvac.jl b/src/core/flexible_hvac.jl index 27eead92b..c2d4fcc71 100644 --- a/src/core/flexible_hvac.jl +++ b/src/core/flexible_hvac.jl @@ -69,7 +69,7 @@ bounds using a discrete-time simulation. The simulation assumes a dead band cont what the temperature would be due to the `exogenous_inputs` alone. Then, if the temperature is outside of the bounds the energy necessary to make the temperature 0.5 deg C within the bounds is determined. -TODO? either calculate an approximate BAU cost or enforce dvThermalProduction for !binFlexHVAC in model. +TODO? either calculate an approximate BAU cost or enforce dvCoolingProduction and dvHeatingProduction for !binFlexHVAC in model. The cost of the energy necessary to heat/cool the building is determined by either: 1. The `ElectricTariff` for cooling using the `ExistingChiller`; or 2. the `ExistingBoiler.fuel_cost_per_mmbtu` for heating diff --git a/src/core/ghp.jl b/src/core/ghp.jl index f9a1e36f0..60563a61c 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -77,6 +77,9 @@ Base.@kwdef mutable struct GHP <: AbstractGHP cooling_efficiency_thermal_factor::Float64 = NaN # Default depends on building and location ghpghx_response::Dict = Dict() can_serve_dhw::Bool = false # If this default changes, must change conditional in scenario.jl for sending loads to GhpGhx.jl + can_serve_space_heating::Bool = true + can_serve_process_heat::Bool = false + can_supply_steam_turbine::Bool = false aux_heater_type::String = "electric" is_ghx_hybrid::Bool = false diff --git a/src/core/heating_cooling_loads.jl b/src/core/heating_cooling_loads.jl index 3fa67c65c..1bb4e8798 100644 --- a/src/core/heating_cooling_loads.jl +++ b/src/core/heating_cooling_loads.jl @@ -1423,3 +1423,50 @@ function BuiltInCoolingLoad( end built_in_load("cooling", city, buildingtype, year, annual_kwh, monthly_kwh) end + +""" +`ProcessHeatLoad` is an optional REopt input with the following keys and default values: +```julia + annual_mmbtu::Union{Real, Nothing} = nothing + fuel_loads_mmbtu_per_hour::Array{<:Real,1} = Real[] +``` + +There are many ways in which a ProcessHeatLoad can be defined: +1. One can provide the `fuel_loads_mmbtu_per_hour` value in the `ProcessHeatLoad` key within the `Scenario`. +2. One can provide the `annual_mmbtu` value in the `ProcessHeatLoad` key within the `Scenario`; this assumes a flat load. + +!!! note "Process heat loads" + These loads are presented in terms of process heat required without regard to the efficiency of the input heating, + unlike the hot-water and space heating loads which are provided in terms of fuel input. + +""" +struct ProcessHeatLoad + loads_kw::Array{Real, 1} + annual_mmbtu::Real + + function ProcessHeatLoad(; + annual_mmbtu::Union{Real, Nothing} = nothing, + fuel_loads_mmbtu_per_hour::Array{<:Real,1} = Real[], + time_steps_per_hour::Int=1, + existing_boiler_efficiency::Float64=NaN + ) + if length(fuel_loads_mmbtu_per_hour) != 0 && length(fuel_loads_mmbtu_per_hour) != 8760*time_steps_per_hour + @error("fuel_loads_mmbtu_per_hour must have length zero or 8760*time_steps_per_hour for process heat load.") + elseif !isnothing(annual_mmbtu) && length(fuel_loads_mmbtu_per_hour) == 0 + @warn("only annual_mmbtu was provided - assuming a flat process heat load.") + loads_kw = ones(8760) .* (annual_mmbtu * KWH_PER_MMBTU * existing_boiler_efficiency / (8760*time_steps_per_hour) ) + elseif isnothing(annual_mmbtu) && length(fuel_loads_mmbtu_per_hour) == 8760*time_steps_per_hour + loads_kw = fuel_loads_mmbtu_per_hour .* (KWH_PER_MMBTU * existing_boiler_efficiency) + elseif !isnothing(annual_mmbtu) && length(fuel_loads_mmbtu_per_hour) == 8760*time_steps_per_hour + @warn("annual_mmbtu and sum of fuel_loads_mmbtu_per_hour are both provided - using fuel_loads_mmbtu_per_hour time series for process heat load.") + loads_kw = fuel_loads_mmbtu_per_hour .* (KWH_PER_MMBTU * existing_boiler_efficiency) + else + @warn("annual_mmbtu not provided and length of fuel_loads_mmbtu_per_hour is not equal to 8760 - returning zero process heat load.") + loads_kw = zeros(8760 * time_steps_per_hour) + end + new( + loads_kw, + (sum(loads_kw) / time_steps_per_hour) / KWH_PER_MMBTU + ) + end +end \ No newline at end of file diff --git a/src/core/reopt.jl b/src/core/reopt.jl index 8292fcb61..7baefaed3 100644 --- a/src/core/reopt.jl +++ b/src/core/reopt.jl @@ -213,6 +213,23 @@ function build_reopt!(m::JuMP.AbstractModel, p::REoptInputs) @constraint(m, [ts in p.time_steps], m[:dvGridToStorage][b, ts] == 0) @constraint(m, [t in p.techs.elec, ts in p.time_steps_with_grid], m[:dvProductionToStorage][b, t, ts] == 0) + elseif b in p.s.storage.types.hot + @constraint(m, [q in q in setdiff(p.heating_loads, p.heating_loads_served_by_tes[b]), ts in p.time_steps], m[:dvHeatFromStorage][b,q,ts] == 0) + if "DomesticHotWater" in p.heating_loads_served_by_tes[b] + @constraint(m, [t in setdiff(p.heating_techs, p.techs_can_serve_dhw), ts in p.time_steps], m[:dvHeatToStorage][b,"DomesticHotWater",ts] == 0) + else + @constraint(m, [t in p.heating_techs, ts in p.time_steps], m[:dvHeatToStorage][b,"DomesticHotWater",ts] == 0) + end + if "SpaceHeating" in p.heating_loads_served_by_tes[b] + @constraint(m, [t in setdiff(p.heating_techs, p.techs_can_serve_space_heating), ts in p.time_steps], m[:dvHeatToStorage][b,"SpaceHeating",ts] == 0) + else + @constraint(m, [t in p.heating_techs, ts in p.time_steps], m[:dvHeatToStorage][b,"SpaceHeating",ts] == 0) + end + if "ProcessHeat" in p.heating_loads_served_by_tes[b] + @constraint(m, [t in setdiff(p.heating_techs, p.techs_can_serve_process_heat), ts in p.time_steps], m[:dvHeatToStorage][b,"ProcessHeat",ts] == 0) + else + @constraint(m, [t in p.heating_techs, ts in p.time_steps], m[:dvHeatToStorage][b,"ProcessHeat",ts] == 0) + end end else add_storage_size_constraints(m, p, b) @@ -279,6 +296,14 @@ function build_reopt!(m::JuMP.AbstractModel, p::REoptInputs) add_heating_tech_constraints(m, p) end + # Zero out ExistingBoiler production if retire_in_optimal; new_heating_techs avoids zeroing for BAU + new_heating_techs = ["CHP", "Boiler", "ElectricHeater", "SteamTurbine"] + if !isempty(intersect(new_heating_techs, p.techs.all)) + if !isnothing(p.s.existing_boiler) && p.s.existing_boiler.retire_in_optimal + no_existing_boiler_production(m, p) + end + end + if !isempty(p.techs.boiler) add_boiler_tech_constraints(m, p) m[:TotalPerUnitProdOMCosts] += m[:TotalBoilerPerUnitProdOMCosts] @@ -300,6 +325,10 @@ function build_reopt!(m::JuMP.AbstractModel, p::REoptInputs) if !isempty(p.techs.steam_turbine) add_steam_turbine_constraints(m, p) m[:TotalPerUnitProdOMCosts] += m[:TotalSteamTurbinePerUnitProdOMCosts] + #TODO: review this constraint and see if it's intended. This matches the legacy implementation and tests pass but should the turbine be allowed to send heat to waste in order to generate electricity? + @constraint(m, steamTurbineNoWaste[t in p.techs.steam_turbine, q in p.heating_loads, ts in p.time_steps], + m[:dvProductionToWaste][t,q,ts] == 0.0 + ) end if !isempty(p.techs.pbi) @@ -587,19 +616,27 @@ function add_variables!(m::JuMP.AbstractModel, p::REoptInputs) @variable(m, binNoGridPurchases[p.time_steps], Bin) end - if !isempty(p.techs.thermal) - @variables m begin - dvThermalProduction[p.techs.thermal, p.time_steps] >= 0 - dvSupplementaryThermalProduction[p.techs.chp, p.time_steps] >= 0 - dvSupplementaryFiringSize[p.techs.chp] >= 0 #X^{\sigma db}_{t}: System size of CHP with supplementary firing [kW] - end + if !isempty(union(p.techs.heating, p.techs.chp)) + @variable(m, dvHeatingProduction[union(p.techs.heating, p.techs.chp), p.heating_loads, p.time_steps] >= 0) + @variable(m, dvProductionToWaste[union(p.techs.heating, p.techs.chp), p.heating_loads, p.time_steps] >= 0) if !isempty(p.techs.chp) - @variable(m, dvProductionToWaste[p.techs.chp, p.time_steps] >= 0) + @variables m begin + dvSupplementaryThermalProduction[p.techs.chp, p.time_steps] >= 0 + dvSupplementaryFiringSize[p.techs.chp] >= 0 #X^{\sigma db}_{t}: System size of CHP with supplementary firing [kW] + end end - end + if !isempty(p.s.storage.types.hot) + @variable(m, dvHeatToStorage[p.s.storage.types.hot, union(p.techs.heating, p.techs.chp), p.heating_loads, p.time_steps] >= 0) # Power charged to hot storage b at quality q [kW] + @variable(m, dvHeatFromStorage[p.s.storage.types.hot, p.heating_loads, p.time_steps] >= 0) # Power discharged from hot storage system b for load q [kW] + end + end + + if !isempty(p.techs.cooling) + @variable(m, dvCoolingProduction[p.techs.cooling, p.time_steps] >= 0) + end if !isempty(p.techs.steam_turbine) - @variable(m, dvThermalToSteamTurbine[p.techs.can_supply_steam_turbine, p.time_steps] >= 0) + @variable(m, dvThermalToSteamTurbine[p.techs.can_supply_steam_turbine, p.heating_loads, p.time_steps] >= 0) end if !isempty(p.s.electric_utility.outage_durations) # add dvUnserved Load if there is at least one outage diff --git a/src/core/reopt_inputs.jl b/src/core/reopt_inputs.jl index 01cd131ea..97ac362c4 100644 --- a/src/core/reopt_inputs.jl +++ b/src/core/reopt_inputs.jl @@ -62,6 +62,7 @@ struct REoptInputs <: AbstractInputs tech_emissions_factors_PM25::Dict{String, <:Real} # (techs) techs_operating_reserve_req_fraction::Dict{String, <:Real} # (techs.all) heating_cop::Dict{String, <:Real} # (techs.electric_heater) + heating_loads_kw::Dict{String, <:Real} # (heating_loads) unavailability::Dict{String, Array{Float64,1}} # Dict by tech of unavailability profile end ``` @@ -127,7 +128,11 @@ struct REoptInputs{ScenarioType <: AbstractScenario} <: AbstractInputs tech_emissions_factors_PM25::Dict{String, <:Real} # (techs) techs_operating_reserve_req_fraction::Dict{String, <:Real} # (techs.all) heating_cop::Dict{String, <:Real} # (techs.electric_heater) + heating_loads::Vector{String} # list of heating loads + heating_loads_kw::Dict{String, Array{Real,1}} # (heating_loads) + heating_loads_served_by_tes::Dict{String, Array{String,1}} # ("HotThermalStorage" or empty) unavailability::Dict{String, Array{Float64,1}} # (techs.elec) + absorption_chillers_using_heating_load::Dict{String,Array{String,1}} # ("AbsorptionChiller" or empty) end @@ -190,6 +195,64 @@ function REoptInputs(s::AbstractScenario) adjust_load_profile(s, production_factor) end + heating_loads = Vector{String}() + heating_loads_kw = Dict{String, Array{Real,1}}() + absorption_chillers_using_heating_load = Dict{String,Array{String,1}}() + if !isnothing(s.dhw_load) + push!(heating_loads, "DomesticHotWater") + heating_loads_kw["DomesticHotWater"] = s.dhw_load.loads_kw + if !isnothing(s.absorption_chiller) && s.absorption_chiller.heating_load_input == "DomesticHotWater" + absorption_chillers_using_heating_load["DomesticHotWater"] = ["AbsorptionChiller"] + else + absorption_chillers_using_heating_load["DomesticHotWater"] = Vector{String}() + end + end + if !isnothing(s.space_heating_load) + push!(heating_loads, "SpaceHeating") + heating_loads_kw["SpaceHeating"] = s.space_heating_load.loads_kw + if !isnothing(s.absorption_chiller) && s.absorption_chiller.heating_load_input == "SpaceHeating" + absorption_chillers_using_heating_load["SpaceHeating"] = ["AbsorptionChiller"] + else + absorption_chillers_using_heating_load["SpaceHeating"] = Vector{String}() + end + elseif !isnothing(s.flexible_hvac) && !isnothing(s.existing_boiler) + push!(heating_loads, "SpaceHeating") #add blank space heating load to add dvHeatingProduction for existing boiler + end + if !isnothing(s.process_heat_load) + push!(heating_loads, "ProcessHeat") + heating_loads_kw["ProcessHeat"] = s.process_heat_load.loads_kw + if !isnothing(s.absorption_chiller) && s.absorption_chiller.heating_load_input == "ProcessHeat" + absorption_chillers_using_heating_load["ProcessHeat"] = ["AbsorptionChiller"] + else + absorption_chillers_using_heating_load["ProcessHeat"] = Vector{String}() + end + end + + if sum(heating_loads_kw["SpaceHeating"]) > 0.0 && isempty(techs.can_serve_space_heating) + throw(@error("SpaceHeating load is nonzero and no techs can serve the load.")) + end + if sum(heating_loads_kw["DomesticHotWater"]) > 0.0 && isempty(techs.can_serve_dhw) + throw(@error("DomesticHotWater load is nonzero and no techs can serve the load.")) + end + if sum(heating_loads_kw["ProcessHeat"]) > 0.0 && isempty(techs.can_serve_process_heat) + throw(@error("ProcessHeat load is nonzero and no techs can serve the load.")) + end + + heating_loads_served_by_tes = Dict{String,Array{String,1}}() + if !isempty(s.storage.types.hot) + for b in s.storage.types.hot + heating_loads_served_by_tes[b] = String[] + if s.storage.attr[b].can_serve_dhw && !isnothing(s.dhw_load) + push!(heating_loads_served_by_tes[b],"DomesticHotWater") + end + if s.storage.attr[b].can_serve_space_heating && !isnothing(s.space_heating_load) + push!(heating_loads_served_by_tes[b],"SpaceHeating") + end + if s.storage.attr[b].can_serve_process_heat && !isnothing(s.process_heat_load) + push!(heating_loads_served_by_tes[b],"ProcessHeat") + end + end + end unavailability = get_unavailability_by_tech(s, techs, time_steps) REoptInputs( @@ -253,7 +316,11 @@ function REoptInputs(s::AbstractScenario) tech_emissions_factors_PM25, techs_operating_reserve_req_fraction, heating_cop, - unavailability + heating_loads, + heating_loads_kw, + heating_loads_served_by_tes, + unavailability, + absorption_chillers_using_heating_load ) end diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 02689a0d6..ccf34f0ba 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -12,6 +12,7 @@ struct Scenario <: AbstractScenario generator::Generator dhw_load::DomesticHotWaterLoad space_heating_load::SpaceHeatingLoad + process_heat_load::ProcessHeatLoad cooling_load::CoolingLoad existing_boiler::Union{ExistingBoiler, Nothing} boiler::Union{Boiler, Nothing} @@ -41,6 +42,7 @@ A Scenario struct can contain the following keys: - [Generator](@ref) (optional) - [DomesticHotWaterLoad](@ref) (optional) - [SpaceHeatingLoad](@ref) (optional) +- [ProcessHeatLoad](@ref) (optional) - [ExistingBoiler](@ref) (optional) - [Boiler](@ref) (optional) - [CHP](@ref) (optional) @@ -168,11 +170,11 @@ function Scenario(d::Dict; flex_hvac_from_json=false) # (requires significant changes to constraints, variables) if haskey(d, "HotThermalStorage") params = HotThermalStorageDefaults(; dictkeys_tosymbols(d["HotThermalStorage"])...) - storage_structs["HotThermalStorage"] = ThermalStorage(params, financial, settings.time_steps_per_hour) + storage_structs["HotThermalStorage"] = HotThermalStorage(params, financial, settings.time_steps_per_hour) end if haskey(d, "ColdThermalStorage") params = ColdThermalStorageDefaults(; dictkeys_tosymbols(d["ColdThermalStorage"])...) - storage_structs["ColdThermalStorage"] = ThermalStorage(params, financial, settings.time_steps_per_hour) + storage_structs["ColdThermalStorage"] = ColdThermalStorage(params, financial, settings.time_steps_per_hour) end storage = Storage(storage_structs) @@ -244,6 +246,22 @@ function Scenario(d::Dict; flex_hvac_from_json=false) ) end + if haskey(d, "ProcessHeatLoad") + # Pass in ExistingBoiler.efficiency to inform fuel to thermal conversion for heating load + existing_boiler_efficiency = get_existing_boiler_efficiency(d) + process_heat_load = ProcessHeatLoad(; dictkeys_tosymbols(d["ProcessHeatLoad"])..., + time_steps_per_hour=settings.time_steps_per_hour, + existing_boiler_efficiency = existing_boiler_efficiency + ) + max_heat_demand_kw += maximum(process_heat_load.loads_kw) + else + process_heat_load = ProcessHeatLoad(; + fuel_loads_mmbtu_per_hour=zeros(8760*settings.time_steps_per_hour), + time_steps_per_hour=settings.time_steps_per_hour, + existing_boiler_efficiency = EXISTING_BOILER_EFFICIENCY + ) + end + flexible_hvac = nothing existing_boiler = nothing boiler = nothing @@ -306,6 +324,10 @@ function Scenario(d::Dict; flex_hvac_from_json=false) @warn "Not using DomesticHotWaterLoad because FlexibleHVAC was provided." end + if haskey(d, "ProcessHeatLoad") + @warn "Not using ProcessHeatLoad because FlexibleHVAC was provided." + end + if haskey(d, "CoolingLoad") @warn "Not using CoolingLoad because FlexibleHVAC was provided." end @@ -339,7 +361,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) if haskey(d, "CHP") electric_only = get(d["CHP"], "is_electric_only", false) || get(d["CHP"], "thermal_efficiency_full_load", 0.5) == 0.0 if !isnothing(existing_boiler) && !electric_only - total_fuel_heating_load_mmbtu_per_hour = (space_heating_load.loads_kw + dhw_load.loads_kw) / existing_boiler.efficiency / KWH_PER_MMBTU + total_fuel_heating_load_mmbtu_per_hour = (space_heating_load.loads_kw + dhw_load.loads_kw + process_heat_load.loads_kw) / existing_boiler.efficiency / KWH_PER_MMBTU avg_boiler_fuel_load_mmbtu_per_hour = sum(total_fuel_heating_load_mmbtu_per_hour) / length(total_fuel_heating_load_mmbtu_per_hour) chp = CHP(d["CHP"]; avg_boiler_fuel_load_mmbtu_per_hour = avg_boiler_fuel_load_mmbtu_per_hour, @@ -501,7 +523,6 @@ function Scenario(d::Dict; flex_hvac_from_json=false) hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) is_ghx_hybrid = false - hybrid_ghx_sizing_fraction = nothing hybrid_sizing_flag = nothing is_heating_electric = nothing @@ -543,7 +564,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) elseif hybrid_ghx_sizing_method == "Fractional" is_ghx_hybrid = true - hybrid_ghx_sizing_fraction = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) + hybrid_sizing_flag = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) else @warn "Unknown hybrid GHX sizing model provided" end @@ -561,9 +582,6 @@ function Scenario(d::Dict; flex_hvac_from_json=false) if !isnothing(hybrid_sizing_flag) ghpghx_inputs["hybrid_sizing_flag"] = hybrid_sizing_flag end - if !isnothing(hybrid_ghx_sizing_fraction) - ghpghx_inputs["hybrid_ghx_sizing_fraction"] = hybrid_ghx_sizing_fraction - end if !isnothing(is_heating_electric) ghpghx_inputs["is_heating_electric"] = is_heating_electric end @@ -617,7 +635,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) steam_turbine = nothing if haskey(d, "SteamTurbine") if !isnothing(existing_boiler) - total_fuel_heating_load_mmbtu_per_hour = (space_heating_load.loads_kw + dhw_load.loads_kw) / existing_boiler.efficiency / KWH_PER_MMBTU + total_fuel_heating_load_mmbtu_per_hour = (space_heating_load.loads_kw + dhw_load.loads_kw + process_heat_load.loads_kw) / existing_boiler.efficiency / KWH_PER_MMBTU avg_boiler_fuel_load_mmbtu_per_hour = sum(total_fuel_heating_load_mmbtu_per_hour) / length(total_fuel_heating_load_mmbtu_per_hour) steam_turbine = SteamTurbine(d["SteamTurbine"]; avg_boiler_fuel_load_mmbtu_per_hour = avg_boiler_fuel_load_mmbtu_per_hour) @@ -644,6 +662,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) generator, dhw_load, space_heating_load, + process_heat_load, cooling_load, existing_boiler, boiler, diff --git a/src/core/steam_turbine.jl b/src/core/steam_turbine.jl index 6c9d58c45..fc7b951de 100644 --- a/src/core/steam_turbine.jl +++ b/src/core/steam_turbine.jl @@ -54,6 +54,9 @@ Base.@kwdef mutable struct SteamTurbine <: AbstractSteamTurbine can_wholesale::Bool = false can_export_beyond_nem_limit::Bool = false can_curtail::Bool = false + can_serve_dhw::Bool = true + can_serve_space_heating::Bool = true + can_serve_process_heat::Bool = true macrs_option_years::Int = 0 macrs_bonus_fraction::Float64 = 0.0 diff --git a/src/core/techs.jl b/src/core/techs.jl index 40f69877c..76f9b0a85 100644 --- a/src/core/techs.jl +++ b/src/core/techs.jl @@ -25,6 +25,10 @@ function Techs(p::REoptInputs, s::BAUScenario) steam_turbines = String[] techs_can_supply_steam_turbine = String[] electric_heaters = String[] + techs_can_serve_space_heating = String[] + techs_can_serve_dhw = String[] + techs_can_serve_process_heat = String[] + ghp_techs = String[] if p.s.generator.existing_kw > 0 push!(all_techs, "Generator") @@ -36,6 +40,15 @@ function Techs(p::REoptInputs, s::BAUScenario) push!(all_techs, "ExistingBoiler") push!(heating_techs, "ExistingBoiler") push!(boiler_techs, "ExistingBoiler") + if s.existing_boiler.can_serve_space_heating + push!(techs_can_serve_space_heating, "ExistingBoiler") + end + if s.existing_boiler.can_serve_dhw + push!(techs_can_serve_dhw, "ExistingBoiler") + end + if s.existing_boiler.can_serve_process_heat + push!(techs_can_serve_process_heat, "ExistingBoiler") + end end if !isnothing(s.existing_chiller) @@ -68,7 +81,11 @@ function Techs(p::REoptInputs, s::BAUScenario) absorption_chillers, steam_turbines, techs_can_supply_steam_turbine, - electric_heaters + electric_heaters, + techs_can_serve_space_heating, + techs_can_serve_dhw, + techs_can_serve_process_heat, + ghp_techs ) end @@ -102,7 +119,11 @@ function Techs(s::Scenario) absorption_chillers = String[] steam_turbines = String[] techs_can_supply_steam_turbine = String[] - electric_heaters = String[] + electric_heaters = String[] + techs_can_serve_space_heating = String[] + techs_can_serve_dhw = String[] + techs_can_serve_process_heat = String[] + ghp_techs = String[] if s.wind.max_kw > 0 push!(all_techs, "Wind") @@ -129,7 +150,16 @@ function Techs(s::Scenario) push!(boiler_techs, "ExistingBoiler") if s.existing_boiler.can_supply_steam_turbine push!(techs_can_supply_steam_turbine, "ExistingBoiler") - end + end + if s.existing_boiler.can_serve_space_heating + push!(techs_can_serve_space_heating, "ExistingBoiler") + end + if s.existing_boiler.can_serve_dhw + push!(techs_can_serve_dhw, "ExistingBoiler") + end + if s.existing_boiler.can_serve_process_heat + push!(techs_can_serve_process_heat, "ExistingBoiler") + end end if !isnothing(s.boiler) @@ -139,6 +169,15 @@ function Techs(s::Scenario) if s.boiler.can_supply_steam_turbine push!(techs_can_supply_steam_turbine, "Boiler") end + if s.boiler.can_serve_space_heating + push!(techs_can_serve_space_heating, "Boiler") + end + if s.boiler.can_serve_dhw + push!(techs_can_serve_dhw, "Boiler") + end + if s.boiler.can_serve_process_heat + push!(techs_can_serve_process_heat, "Boiler") + end end if !isnothing(s.chp) @@ -148,15 +187,45 @@ function Techs(s::Scenario) if s.chp.can_supply_steam_turbine push!(techs_can_supply_steam_turbine, "CHP") end + if s.chp.can_serve_space_heating + push!(techs_can_serve_space_heating, "CHP") + end + if s.chp.can_serve_dhw + push!(techs_can_serve_dhw, "CHP") + end + if s.chp.can_serve_process_heat + push!(techs_can_serve_process_heat, "CHP") + end + end + + if !isempty(s.ghp_option_list) && !isnothing(s.ghp_option_list[1]) + #push!(all_techs, "GHP") #TODO: refactor GHP so that it's a part of all_techs, potentially adding in things like sizes for the binary options? + push!(heating_techs, "GHP") + push!(cooling_techs, "GHP") + push!(ghp_techs, "GHP") + if any((!isnothing(ghp) && ghp.can_supply_steam_turbine) for ghp in s.ghp_option_list) + push!(techs_can_supply_steam_turbine, "GHP") + end + if any(ghp.can_serve_space_heating for ghp in s.ghp_option_list) + push!(techs_can_serve_space_heating, "GHP") + end + if any(ghp.can_serve_dhw for ghp in s.ghp_option_list) + push!(techs_can_serve_dhw, "GHP") + end + if any(ghp.can_serve_process_heat for ghp in s.ghp_option_list) + push!(techs_can_serve_process_heat, "GHP") + end end if !isnothing(s.existing_chiller) push!(all_techs, "ExistingChiller") + push!(cooling_techs, "ExistingChiller") push!(electric_chillers, "ExistingChiller") end if !isnothing(s.absorption_chiller) push!(all_techs, "AbsorptionChiller") + push!(cooling_techs, "AbsorptionChiller") push!(absorption_chillers, "AbsorptionChiller") end @@ -165,6 +234,15 @@ function Techs(s::Scenario) push!(elec, "SteamTurbine") push!(heating_techs, "SteamTurbine") push!(steam_turbines, "SteamTurbine") + if s.steam_turbine.can_serve_space_heating + push!(techs_can_serve_space_heating, "SteamTurbine") + end + if s.steam_turbine.can_serve_dhw + push!(techs_can_serve_dhw, "SteamTurbine") + end + if s.steam_turbine.can_serve_process_heat + push!(techs_can_serve_process_heat, "SteamTurbine") + end end if !isnothing(s.electric_heater) @@ -174,6 +252,15 @@ function Techs(s::Scenario) if s.electric_heater.can_supply_steam_turbine push!(techs_can_supply_steam_turbine, "ElectricHeater") end + if s.electric_heater.can_serve_space_heating + push!(techs_can_serve_space_heating, "ElectricHeater") + end + if s.electric_heater.can_serve_dhw + push!(techs_can_serve_dhw, "ElectricHeater") + end + if s.electric_heater.can_serve_process_heat + push!(techs_can_serve_process_heat, "ElectricHeater") + end end if s.settings.off_grid_flag @@ -181,7 +268,6 @@ function Techs(s::Scenario) append!(providing_oper_res, pvtechs) end - cooling_techs = union(electric_chillers, absorption_chillers) thermal_techs = union(heating_techs, boiler_techs, chp_techs, cooling_techs) fuel_burning_techs = union(gentechs, boiler_techs, chp_techs) @@ -206,7 +292,11 @@ function Techs(s::Scenario) absorption_chillers, steam_turbines, techs_can_supply_steam_turbine, - electric_heaters + electric_heaters, + techs_can_serve_space_heating, + techs_can_serve_dhw, + techs_can_serve_process_heat, + ghp_techs ) end @@ -251,6 +341,10 @@ function Techs(s::MPCScenario) String[], String[], String[], + String[], + String[], + String[], + String[], String[] ) end \ No newline at end of file diff --git a/src/core/types.jl b/src/core/types.jl index d53867f0e..4d31ac61f 100644 --- a/src/core/types.jl +++ b/src/core/types.jl @@ -42,6 +42,10 @@ mutable struct Techs steam_turbine::Vector{String} can_supply_steam_turbine::Vector{String} electric_heater::Vector{String} + can_serve_dhw::Vector{String} + can_serve_space_heating::Vector{String} + can_serve_process_heat::Vector{String} + ghp_techs::Vector{String} end ``` """ @@ -67,4 +71,8 @@ mutable struct Techs steam_turbine::Vector{String} can_supply_steam_turbine::Vector{String} electric_heater::Vector{String} + can_serve_dhw::Vector{String} + can_serve_space_heating::Vector{String} + can_serve_process_heat::Vector{String} + ghp::Vector{String} end diff --git a/src/core/urdb.jl b/src/core/urdb.jl index 7a694bfc7..c12022076 100644 --- a/src/core/urdb.jl +++ b/src/core/urdb.jl @@ -446,7 +446,7 @@ function parse_urdb_tou_demand(d::Dict; year::Int, n_tiers::Int, time_steps_per_ n_ratchets = 0 # counter for month in range(1, stop=12) - for period in range(0, stop=n_periods) + for period in range(1, stop=n_periods) time_steps = get_tou_demand_steps(d, year=year, month=month, period=period-1, time_steps_per_hour=time_steps_per_hour) if length(time_steps) > 0 # can be zero! not every month contains same number of periods n_ratchets += 1 @@ -457,7 +457,7 @@ function parse_urdb_tou_demand(d::Dict; year::Int, n_tiers::Int, time_steps_per_ end end end - rates = reshape(rates_vec, (:, n_tiers)) # Array{Float64,2} + rates = reshape(rates_vec, (n_tiers, :))' # Array{Float64,2} ratchet_time_steps = convert(Array{Array{Int64,1},1}, ratchet_time_steps) return ratchet_time_steps, rates end diff --git a/src/core/utils.jl b/src/core/utils.jl index 5576677f0..c9fac9d51 100644 --- a/src/core/utils.jl +++ b/src/core/utils.jl @@ -360,26 +360,95 @@ function generate_year_profile_hourly(year::Int64, consecutive_periods::Abstract return year_profile_hourly end +""" + call_solar_dataset_api(latitude::Real, longitude::Real, radius::Int) +This calls the Solar Dataset Query API to determine the dataset to use in the PVWatts API call. +Returns: +- dataset: "nsrdb" if available within 20 miles, or whichever is closer of "intl" and "tmy3" +- dist_meters: Distance in meters from the site location to the dataset station +- datasource: Name of source of the weather data used in the simulation. +""" +function call_solar_dataset_api(latitude::Real, longitude::Real, radius::Int) + + check_api_key() + + if latitude < -90 || latitude > 90 + throw(@error("Invalid coordinates: latitude of $latitude must be between -90 and 90 degrees.")) + elseif longitude < -180 || longitude > 180 + throw(@error("Invalid coordinates: longitude of $longitude must be between -180 and 180 degrees.")) + end + + url = string("https://developer.nrel.gov/api/solar/data_query/v2.json", "?api_key=", ENV["NREL_DEVELOPER_API_KEY"], + "&lat=", latitude , "&lon=", longitude, "&radius=", radius, "&all=", 0 + ) + try + r = HTTP.get(url, keepalive=true, readtimeout=10) + response = JSON.parse(String(r.body)) + + if r.status != 200 + throw(@error("Bad response from Solar Dataset Query: $(response["errors"])")) + end + + # If they are empty, then the dataset is not available in the specified radius + nsrdb_empty = isnothing(response["outputs"]["nsrdb"]) + intl_empty = isnothing(response["outputs"]["intl"]) + tmy3_empty = isnothing(response["outputs"]["tmy3"]) + + if nsrdb_empty && intl_empty && tmy3_empty # Check that at least one dataset is available + throw(@error("No solar weather_data_source is available within $radius miles of this location. Try expanding your search radius or setting radius=0.")) + end + + nsrdb_meters = nsrdb_empty ? 1e10 : response["outputs"]["nsrdb"]["distance"] # The distance in meters from the input location to the station. + intl_meters = intl_empty ? 1e10 : response["outputs"]["intl"]["distance"] + tmy3_meters = tmy3_empty ? 1e10 : response["outputs"]["tmy3"]["distance"] # AK is currently split between NSRDB and TMY3 datasets + + if nsrdb_empty + intl_empty + tmy3_empty == 1 # If only 1 is available, use that one (will only be true if user specified radius) + dataset = !(nsrdb_empty) ? "nsrdb" : !(intl_empty) ? "intl" : "tmy3" + elseif nsrdb_meters < 20*1609.34 # at least 2 have data, so check if nsrdb is closer than 20 miles away. Use nsrdb if close enough, because data quality is highest + dataset = "nsrdb" + else # at least 2 have data and nsrdb is further than 20 mi away, so check which is closest + dataset = nsrdb_meters <= intl_meters && nsrdb_meters <= tmy3_meters ? "nsrdb" : intl_meters <= tmy3_meters ? "intl" : "tmy3" + end + + dist_meters = response["outputs"][dataset]["distance"] # meters + datasource = response["outputs"][dataset]["weather_data_source"] + + warned = false + # Warnings if not using NSRDB or if data is > 200 miles away (API only gets warnings, not info's) + if dataset != "nsrdb" && dist_meters > 200 * 1609.34 + @warn "The solar and/or temperature resource data used for this location is not from the NSRDB and may need to be reviewed for accuracy. The data used is from $datasource dataset from a station or grid cell located more then 200 miles ($(round(dist_meters/1609.34)) miles) from the site location." + warned = true + elseif dataset != "nsrdb" + @warn "The solar and/or temperature resource data used for this location is not from the NSRDB and may need to be reviewed for accuracy. The data used is from $datasource dataset from a station or grid cell located $(round(dist_meters/1609.34)) miles from the site location." + warned = true + elseif dist_meters > 200 * 1609.34 + @warn "The solar and/or temperature resource data used for this location ($datasource) is from a station or grid cell located more than 200 miles ($(round(dist_meters/1609.34)) miles) from the site location." + warned = true + end + if !warned + @info "The solar and/or temperature resource data used for this location is from the $datasource dataset from a station or grid cell located $(round(dist_meters/1609.34)) miles from the site location (see PVWatts API documentation for more information)." + end + + return dataset, dist_meters, datasource + catch e + throw(@error("Error occurred when calling Solar Dataset Query API: $e")) + end +end + """ call_pvwatts_api(latitude::Real, longitude::Real; tilt=latitude, azimuth=180, module_type=0, array_type=1, losses=14, dc_ac_ratio=1.2, gcr=0.4, inv_eff=96, timeframe="hourly", radius=0, time_steps_per_hour=1) This calls the PVWatts API and returns both: - PV production factor - - Ambient outdoor air dry bulb temperature profile [Celcius] + - Ambient outdoor air dry bulb temperature profile [Celcius] """ function call_pvwatts_api(latitude::Real, longitude::Real; tilt=latitude, azimuth=180, module_type=0, array_type=1, losses=14, dc_ac_ratio=1.2, gcr=0.4, inv_eff=96, timeframe="hourly", radius=0, time_steps_per_hour=1) - # Check if site is beyond the bounds of the NRSDB TMY dataset. If so, use the international dataset. - dataset = "nsrdb" - if longitude < -179.5 || longitude > -21.0 || latitude < -21.5 || latitude > 60.0 - if longitude < 81.5 || longitude > 179.5 || latitude < -60.0 || latitude > 60.0 - if longitude < 67.0 || latitude < -40.0 || latitude > 38.0 - dataset = "intl" - end - end - end - check_api_key() + + # Determine resource dataset to use for this location + dataset, dist_meters, datasource = call_solar_dataset_api(latitude, longitude, radius) + url = string("https://developer.nrel.gov/api/pvwatts/v8.json", "?api_key=", ENV["NREL_DEVELOPER_API_KEY"], "&lat=", latitude , "&lon=", longitude, "&tilt=", tilt, "&system_capacity=1", "&azimuth=", azimuth, "&module_type=", module_type, @@ -418,7 +487,6 @@ function call_pvwatts_api(latitude::Real, longitude::Real; tilt=latitude, azimut end end - """ Convert gallons of stored liquid (e.g. water, water/glycol) to kWh of stored energy in a stratefied tank Note: uses the PropsSI function from the CoolProp package. Further details on inputs used are available diff --git a/src/mpc/inputs.jl b/src/mpc/inputs.jl index ba1f8b111..9bf13a105 100644 --- a/src/mpc/inputs.jl +++ b/src/mpc/inputs.jl @@ -24,6 +24,7 @@ struct MPCInputs <: AbstractInputs thermal_cop::Dict{String, Float64} # (techs.absorption_chiller) ghp_options::UnitRange{Int64} # Range of the number of GHP options fuel_cost_per_kwh::Dict{String, AbstractArray} # Fuel cost array for all time_steps + heating_loads::Vector{String} # list of heating loads end @@ -68,6 +69,7 @@ function MPCInputs(s::MPCScenario) cop = Dict("ExistingChiller" => s.cooling_load.cop) thermal_cop = Dict{String, Float64}() ghp_options = 1:0 + heating_loads = Vector{String}() MPCInputs( s, @@ -96,7 +98,8 @@ function MPCInputs(s::MPCScenario) # s.site.min_resil_time_steps, # s.site.mg_tech_sizes_equal_grid_sizes, # s.site.node, - fuel_cost_per_kwh + fuel_cost_per_kwh, + heating_loads ) end diff --git a/src/results/absorption_chiller.jl b/src/results/absorption_chiller.jl index dcf51b201..86f424b99 100644 --- a/src/results/absorption_chiller.jl +++ b/src/results/absorption_chiller.jl @@ -29,25 +29,25 @@ function add_absorption_chiller_results(m::JuMP.AbstractModel, p::REoptInputs, d sum(m[:dvProductionToStorage][b,t,ts] for b in p.s.storage.types.cold, t in p.techs.absorption_chiller)) r["thermal_to_storage_series_ton"] = round.(value.(ABSORPCHLtoTESKW) ./ KWH_THERMAL_PER_TONHOUR, digits=5) @expression(m, ABSORPCHLtoLoadKW[ts in p.time_steps], - sum(m[:dvThermalProduction][t,ts] for t in p.techs.absorption_chiller) + sum(m[:dvCoolingProduction][t,ts] for t in p.techs.absorption_chiller) - ABSORPCHLtoTESKW[ts]) r["thermal_to_load_series_ton"] = round.(value.(ABSORPCHLtoLoadKW) ./ KWH_THERMAL_PER_TONHOUR, digits=5) @expression(m, ABSORPCHLThermalConsumptionSeriesKW[ts in p.time_steps], - sum(m[:dvThermalProduction][t,ts] / p.thermal_cop[t] for t in p.techs.absorption_chiller)) + sum(m[:dvCoolingProduction][t,ts] / p.thermal_cop[t] for t in p.techs.absorption_chiller)) r["thermal_consumption_series_mmbtu_per_hour"] = round.(value.(ABSORPCHLThermalConsumptionSeriesKW) ./ KWH_PER_MMBTU, digits=5) @expression(m, Year1ABSORPCHLThermalConsumptionKWH, - p.hours_per_time_step * sum(m[:dvThermalProduction][t,ts] / p.thermal_cop[t] + p.hours_per_time_step * sum(m[:dvCoolingProduction][t,ts] / p.thermal_cop[t] for t in p.techs.absorption_chiller, ts in p.time_steps)) r["annual_thermal_consumption_mmbtu"] = round(value(Year1ABSORPCHLThermalConsumptionKWH) / KWH_PER_MMBTU, digits=5) @expression(m, Year1ABSORPCHLThermalProdKWH, - p.hours_per_time_step * sum(m[:dvThermalProduction][t, ts] + p.hours_per_time_step * sum(m[:dvCoolingProduction][t, ts] for t in p.techs.absorption_chiller, ts in p.time_steps)) r["annual_thermal_production_tonhour"] = round(value(Year1ABSORPCHLThermalProdKWH) / KWH_THERMAL_PER_TONHOUR, digits=5) @expression(m, ABSORPCHLElectricConsumptionSeries[ts in p.time_steps], - sum(m[:dvThermalProduction][t,ts] / p.cop[t] for t in p.techs.absorption_chiller) ) + sum(m[:dvCoolingProduction][t,ts] / p.cop[t] for t in p.techs.absorption_chiller) ) r["electric_consumption_series_kw"] = round.(value.(ABSORPCHLElectricConsumptionSeries), digits=3) @expression(m, Year1ABSORPCHLElectricConsumption, - p.hours_per_time_step * sum(m[:dvThermalProduction][t,ts] / p.cop[t] + p.hours_per_time_step * sum(m[:dvCoolingProduction][t,ts] / p.cop[t] for t in p.techs.absorption_chiller, ts in p.time_steps)) r["annual_electric_consumption_kwh"] = round(value(Year1ABSORPCHLElectricConsumption), digits=3) diff --git a/src/results/boiler.jl b/src/results/boiler.jl index c9e2f32c2..cacdfb695 100644 --- a/src/results/boiler.jl +++ b/src/results/boiler.jl @@ -27,30 +27,61 @@ function add_boiler_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n=" r["annual_fuel_consumption_mmbtu"] = round(sum(r["fuel_consumption_series_mmbtu_per_hour"]), digits=3) r["thermal_production_series_mmbtu_per_hour"] = - round.(value.(m[:dvThermalProduction]["Boiler", ts] for ts in p.time_steps) / KWH_PER_MMBTU, digits=5) + round.(sum(value.(m[:dvHeatingProduction]["Boiler", q, ts] for ts in p.time_steps) for q in p.heating_loads) / KWH_PER_MMBTU, digits=5) r["annual_thermal_production_mmbtu"] = round(sum(r["thermal_production_series_mmbtu_per_hour"]), digits=3) if !isempty(p.s.storage.types.hot) - @expression(m, BoilerToHotTESKW[ts in p.time_steps], - sum(m[:dvProductionToStorage][b,"Boiler",ts] for b in p.s.storage.types.hot) + @expression(m, NewBoilerToHotTESKW[ts in p.time_steps], + sum(m[:dvHeatToStorage][b,"Boiler",q,ts] for b in p.s.storage.types.hot, q in p.heating_loads) ) + @expression(m, NewBoilerToHotTESByQuality[q in p.heating_loads, ts in p.time_steps], m[Symbol("dvHeatToStorage"*_n)]["HotThermalStorage","Boiler",q,ts]) else - BoilerToHotTESKW = zeros(length(p.time_steps)) + NewBoilerToHotTESKW = zeros(length(p.time_steps)) + @expression(m, NewBoilerToHotTESByQuality[q in p.heating_loads, ts in p.time_steps], 0.0) end - r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(BoilerToHotTESKW / KWH_PER_MMBTU), digits=3) + r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(NewBoilerToHotTESKW / KWH_PER_MMBTU), digits=3) if !isempty(p.techs.steam_turbine) && p.s.boiler.can_supply_steam_turbine - @expression(m, BoilerToSteamTurbine[ts in p.time_steps], m[:dvThermalToSteamTurbine]["Boiler",ts]) + @expression(m, NewBoilerToSteamTurbine[ts in p.time_steps], sum(m[:dvThermalToSteamTurbine]["Boiler",q,ts] for q in p.heating_loads)) + @expression(m, NewBoilerToSteamTurbineByQuality[q in p.heating_loads, ts in p.time_steps], m[Symbol("dvThermalToSteamTurbine"*_n)]["Boiler",q,ts]) else - BoilerToSteamTurbine = zeros(length(p.time_steps)) + NewBoilerToSteamTurbine = zeros(length(p.time_steps)) + @expression(m, NewBoilerToSteamTurbineByQuality[q in p.heating_loads, ts in p.time_steps], 0.0) end - r["thermal_to_steamturbine_series_mmbtu_per_hour"] = round.(value.(BoilerToSteamTurbine), digits=3) + r["thermal_to_steamturbine_series_mmbtu_per_hour"] = round.(value.(NewBoilerToSteamTurbine), digits=3) BoilerToLoad = @expression(m, [ts in p.time_steps], - m[:dvThermalProduction]["Boiler", ts] - BoilerToHotTESKW[ts] - BoilerToSteamTurbine[ts] + sum(value.(m[:dvHeatingProduction]["Boiler", q, ts]) for q in p.heating_loads) - NewBoilerToHotTESKW[ts] - NewBoilerToSteamTurbine[ts] ) r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(BoilerToLoad / KWH_PER_MMBTU), digits=3) + if "DomesticHotWater" in p.heating_loads && p.s.boiler.can_serve_dhw + @expression(m, NewBoilerToDHWKW[ts in p.time_steps], + m[:dvHeatingProduction]["Boiler","DomesticHotWater",ts] - NewBoilerToHotTESByQuality["DomesticHotWater",ts] - NewBoilerToSteamTurbineByQuality["DomesticHotWater",ts] + ) + else + @expression(m, NewBoilerToDHWKW[ts in p.time_steps], 0.0) + end + r["thermal_to_dhw_load_series_mmbtu_per_hour"] = round.(value.(NewBoilerToDHWKW ./ KWH_PER_MMBTU), digits=5) + + if "SpaceHeating" in p.heating_loads && p.s.boiler.can_serve_space_heating + @expression(m, NewBoilerToSpaceHeatingKW[ts in p.time_steps], + m[:dvHeatingProduction]["Boiler","SpaceHeating",ts] - NewBoilerToHotTESByQuality["SpaceHeating",ts] - NewBoilerToSteamTurbineByQuality["SpaceHeating",ts] + ) + else + @expression(m, NewBoilerToSpaceHeatingKW[ts in p.time_steps], 0.0) + end + r["thermal_to_space_heating_load_series_mmbtu_per_hour"] = round.(value.(NewBoilerToSpaceHeatingKW ./ KWH_PER_MMBTU), digits=5) + + if "ProcessHeat" in p.heating_loads && p.s.boiler.can_serve_process_heat + @expression(m, NewBoilerToProcessHeatKW[ts in p.time_steps], + m[:dvHeatingProduction]["Boiler","ProcessHeat",ts] - NewBoilerToHotTESByQuality["ProcessHeat",ts] - NewBoilerToSteamTurbineByQuality["ProcessHeat",ts] + ) + else + @expression(m, NewBoilerToProcessHeatKW[ts in p.time_steps], 0.0) + end + r["thermal_to_process_heat_load_series_mmbtu_per_hour"] = round.(value.(NewBoilerToProcessHeatKW ./ KWH_PER_MMBTU), digits=5) + lifecycle_fuel_cost = p.pwf_fuel["Boiler"] * value( sum(m[:dvFuelUsage]["Boiler", ts] * p.fuel_cost_per_kwh["Boiler"][ts] for ts in p.time_steps) ) diff --git a/src/results/chp.jl b/src/results/chp.jl index ea35c8afc..ccd5aa5f0 100644 --- a/src/results/chp.jl +++ b/src/results/chp.jl @@ -39,8 +39,8 @@ function add_chp_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n="") r["annual_electric_production_kwh"] = round(value(Year1CHPElecProd), digits=3) @expression(m, CHPThermalProdKW[ts in p.time_steps], - sum(m[Symbol("dvThermalProduction"*_n)][t,ts] + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] - - m[Symbol("dvProductionToWaste"*_n)][t,ts] for t in p.techs.chp)) + sum(sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] - m[Symbol("dvProductionToWaste"*_n)][t,q,ts] for q in p.heating_loads) + + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] for t in p.techs.chp)) r["thermal_production_series_mmbtu_per_hour"] = round.(value.(CHPThermalProdKW) / KWH_PER_MMBTU, digits=5) @@ -70,25 +70,64 @@ function add_chp_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n="") r["electric_to_load_series_kw"] = round.(value.(CHPtoLoad), digits=3) # Thermal dispatch breakdown if !isempty(p.s.storage.types.hot) - @expression(m, CHPtoHotTES[ts in p.time_steps], - sum(m[Symbol("dvProductionToStorage"*_n)]["HotThermalStorage",t,ts] for t in p.techs.chp)) + @expression(m, CHPToHotTES[ts in p.time_steps], + sum(m[Symbol("dvHeatToStorage"*_n)]["HotThermalStorage",t,q,ts] for t in p.techs.chp, q in p.heating_loads)) + @expression(m, CHPToHotTESByQuality[q in p.heating_loads, ts in p.time_steps], sum(m[Symbol("dvHeatToStorage"*_n)]["HotThermalStorage",t,q,ts] for t in p.techs.chp)) else - CHPtoHotTES = zeros(length(p.time_steps)) + @expression(m, CHPToHotTES[ts in p.time_steps], 0.0) + @expression(m, CHPToHotTESByQuality[q in p.heating_loads, ts in p.time_steps], 0.0) end - r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(CHPtoHotTES / KWH_PER_MMBTU), digits=5) + r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(CHPToHotTES / KWH_PER_MMBTU), digits=5) @expression(m, CHPThermalToWasteKW[ts in p.time_steps], - sum(m[Symbol("dvProductionToWaste"*_n)][t,ts] for t in p.techs.chp)) + sum(m[Symbol("dvProductionToWaste"*_n)][t,q,ts] for q in p.heating_loads, t in p.techs.chp)) + @expression(m, CHPThermalToWasteByQualityKW[q in p.heating_loads, ts in p.time_steps], + sum(m[Symbol("dvProductionToWaste"*_n)][t,q,ts] for t in p.techs.chp)) r["thermal_curtailed_series_mmbtu_per_hour"] = round.(value.(CHPThermalToWasteKW) / KWH_PER_MMBTU, digits=5) if !isempty(p.techs.steam_turbine) && p.s.chp.can_supply_steam_turbine - @expression(m, CHPToSteamTurbineKW[ts in p.time_steps], sum(m[Symbol("dvThermalToSteamTurbine"*_n)][t,ts] for t in p.techs.chp)) - else + @expression(m, CHPToSteamTurbineKW[ts in p.time_steps], sum(m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] for t in p.techs.chp, q in p.heating_loads)) + @expression(m, CHPToSteamTurbineByQualityKW[q in p.heating_loads, ts in p.time_steps], sum(m[Symbol("dvThermalToSteamTurbine"*_n)][t,q,ts] for t in p.techs.chp)) + else CHPToSteamTurbineKW = zeros(length(p.time_steps)) + @expression(m, CHPToSteamTurbineByQualityKW[q in p.heating_loads, ts in p.time_steps], 0.0) end r["thermal_to_steamturbine_series_mmbtu_per_hour"] = round.(value.(CHPToSteamTurbineKW) / KWH_PER_MMBTU, digits=5) @expression(m, CHPThermalToLoadKW[ts in p.time_steps], - sum(m[Symbol("dvThermalProduction"*_n)][t,ts] + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] - for t in p.techs.chp) - CHPtoHotTES[ts] - CHPToSteamTurbineKW[ts] - CHPThermalToWasteKW[ts]) - r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(CHPThermalToLoadKW) / KWH_PER_MMBTU, digits=5) + sum(sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads) + m[Symbol("dvSupplementaryThermalProduction"*_n)][t,ts] + for t in p.techs.chp) - CHPToHotTES[ts] - CHPToSteamTurbineKW[ts] - CHPThermalToWasteKW[ts]) + r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(CHPThermalToLoadKW ./ KWH_PER_MMBTU), digits=5) + + CHPToLoadKW = @expression(m, [ts in p.time_steps], + sum(value.(m[:dvHeatingProduction]["CHP",q,ts] for q in p.heating_loads)) - CHPToHotTES[ts] - CHPToSteamTurbineKW[ts] + ) + r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(CHPThermalToLoadKW ./ KWH_PER_MMBTU), digits=5) + + if "DomesticHotWater" in p.heating_loads && p.s.chp.can_serve_dhw + @expression(m, CHPToDHWKW[ts in p.time_steps], + m[:dvHeatingProduction]["CHP","DomesticHotWater",ts] - CHPToHotTESByQuality["DomesticHotWater",ts] - CHPToSteamTurbineByQualityKW["DomesticHotWater",ts] - CHPThermalToWasteByQualityKW["DomesticHotWater",ts] + ) + else + @expression(m, CHPToDHWKW[ts in p.time_steps], 0.0) + end + r["thermal_to_dhw_load_series_mmbtu_per_hour"] = round.(value.(CHPToDHWKW ./ KWH_PER_MMBTU), digits=5) + + if "SpaceHeating" in p.heating_loads && p.s.chp.can_serve_space_heating + @expression(m, CHPToSpaceHeatingKW[ts in p.time_steps], + m[:dvHeatingProduction]["CHP","SpaceHeating",ts] - CHPToHotTESByQuality["SpaceHeating",ts] - CHPToSteamTurbineByQualityKW["SpaceHeating",ts] - CHPThermalToWasteByQualityKW["SpaceHeating",ts] + ) + else + @expression(m, CHPToSpaceHeatingKW[ts in p.time_steps], 0.0) + end + r["thermal_to_space_heating_load_series_mmbtu_per_hour"] = round.(value.(CHPToSpaceHeatingKW ./ KWH_PER_MMBTU), digits=5) + + if "ProcessHeat" in p.heating_loads && p.s.chp.can_serve_process_heat + @expression(m, CHPToProcessHeatKW[ts in p.time_steps], + m[:dvHeatingProduction]["CHP","ProcessHeat",ts] - CHPToHotTESByQuality["ProcessHeat",ts] - CHPToSteamTurbineByQualityKW["ProcessHeat",ts] - CHPThermalToWasteByQualityKW["ProcessHeat",ts] + ) + else + @expression(m, CHPToProcessHeatKW[ts in p.time_steps], 0.0) + end + r["thermal_to_process_heat_load_series_mmbtu_per_hour"] = round.(value.(CHPToProcessHeatKW ./ KWH_PER_MMBTU), digits=5) + r["year_one_fuel_cost_before_tax"] = round(value(m[:TotalCHPFuelCosts] / p.pwf_fuel["CHP"]), digits=3) r["lifecycle_fuel_cost_after_tax"] = round(value(m[:TotalCHPFuelCosts]) * (1- p.s.financial.offtaker_tax_rate_fraction), digits=3) #Standby charges and hourly O&M diff --git a/src/results/electric_heater.jl b/src/results/electric_heater.jl index 6c2093abe..af6e4bad2 100644 --- a/src/results/electric_heater.jl +++ b/src/results/electric_heater.jl @@ -21,36 +21,71 @@ function add_electric_heater_results(m::JuMP.AbstractModel, p::REoptInputs, d::D r = Dict{String, Any}() r["size_mmbtu_per_hour"] = round(value(m[Symbol("dvSize"*_n)]["ElectricHeater"]) / KWH_PER_MMBTU, digits=3) @expression(m, ElectricHeaterElectricConsumptionSeries[ts in p.time_steps], - p.hours_per_time_step * sum(m[:dvThermalProduction][t,ts] / p.heating_cop[t] - for t in p.techs.electric_heater)) + p.hours_per_time_step * sum(m[:dvHeatingProduction][t,q,ts] / p.heating_cop[t] + for q in p.heating_loads, t in p.techs.electric_heater)) r["electric_consumption_series_kw"] = round.(value.(ElectricHeaterElectricConsumptionSeries), digits=3) r["annual_electric_consumption_kwh"] = sum(r["electric_consumption_series_kw"]) + @expression(m, ElectricHeaterThermalProductionSeries[ts in p.time_steps], + sum(m[:dvHeatingProduction][t,q,ts] for q in p.heating_loads, t in p.techs.electric_heater)) r["thermal_production_series_mmbtu_per_hour"] = - round.(value.(m[:dvThermalProduction]["ElectricHeater", ts] for ts in p.time_steps) / KWH_PER_MMBTU, digits=5) + round.(value.(ElectricHeaterThermalProductionSeries) / KWH_PER_MMBTU, digits=5) r["annual_thermal_production_mmbtu"] = round(sum(r["thermal_production_series_mmbtu_per_hour"]), digits=3) if !isempty(p.s.storage.types.hot) @expression(m, ElectricHeaterToHotTESKW[ts in p.time_steps], - sum(m[:dvProductionToStorage][b,"ElectricHeater",ts] for b in p.s.storage.types.hot) + sum(m[:dvHeatToStorage][b,"ElectricHeater",q,ts] for b in p.s.storage.types.hot, q in p.heating_loads) + ) + @expression(m, ElectricHeaterToHotTESByQualityKW[q in p.heating_loads, ts in p.time_steps], + sum(m[:dvHeatToStorage][b,"ElectricHeater",q,ts] for b in p.s.storage.types.hot) ) else - ElectricHeaterToHotTESKW = zeros(length(p.time_steps)) + @expression(m, ElectricHeaterToHotTESKW[ts in p.time_steps], 0.0) + @expression(m, ElectricHeaterToHotTESByQualityKW[q in p.heating_loads, ts in p.time_steps], 0.0) end r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToHotTESKW) / KWH_PER_MMBTU, digits=3) if !isempty(p.techs.steam_turbine) && p.s.electric_heater.can_supply_steam_turbine - @expression(m, ElectricHeaterToSteamTurbine[ts in p.time_steps], m[:dvThermalToSteamTurbine]["ElectricHeater",ts]) + @expression(m, ElectricHeaterToSteamTurbine[ts in p.time_steps], sum(m[:dvThermalToSteamTurbine]["ElectricHeater",q,ts] for q in p.heating_loads)) + @expression(m, ElectricHeaterToSteamTurbineByQuality[q in p.heating_loads, ts in p.time_steps], m[:dvThermalToSteamTurbine]["ElectricHeater",q,ts]) else ElectricHeaterToSteamTurbine = zeros(length(p.time_steps)) + @expression(m, ElectricHeaterToSteamTurbineByQuality[q in p.heating_loads, ts in p.time_steps], 0.0) end - r["thermal_to_steamturbine_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToSteamTurbine), digits=3) + r["thermal_to_steamturbine_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToSteamTurbine) / KWH_PER_MMBTU, digits=3) - ElectricHeaterToLoad = @expression(m, [ts in p.time_steps], - m[:dvThermalProduction]["ElectricHeater", ts] - ElectricHeaterToHotTESKW[ts] - ElectricHeaterToSteamTurbine[ts] + @expression(m, ElectricHeaterToLoad[ts in p.time_steps], + sum(m[:dvHeatingProduction]["ElectricHeater", q, ts] for q in p.heating_loads) - ElectricHeaterToHotTESKW[ts] - ElectricHeaterToSteamTurbine[ts] ) r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToLoad) / KWH_PER_MMBTU, digits=3) + if "DomesticHotWater" in p.heating_loads && p.s.electric_heater.can_serve_dhw + @expression(m, ElectricHeaterToDHWKW[ts in p.time_steps], + m[:dvHeatingProduction]["ElectricHeater","DomesticHotWater",ts] - ElectricHeaterToHotTESByQualityKW["DomesticHotWater",ts] - ElectricHeaterToSteamTurbineByQuality["DomesticHotWater",ts] + ) + else + @expression(m, ElectricHeaterToDHWKW[ts in p.time_steps], 0.0) + end + r["thermal_to_dhw_load_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToDHWKW ./ KWH_PER_MMBTU), digits=5) + + if "SpaceHeating" in p.heating_loads && p.s.electric_heater.can_serve_space_heating + @expression(m, ElectricHeaterToSpaceHeatingKW[ts in p.time_steps], + m[:dvHeatingProduction]["ElectricHeater","SpaceHeating",ts] - ElectricHeaterToHotTESByQualityKW["SpaceHeating",ts] - ElectricHeaterToSteamTurbineByQuality["SpaceHeating",ts] + ) + else + @expression(m, ElectricHeaterToSpaceHeatingKW[ts in p.time_steps], 0.0) + end + r["thermal_to_space_heating_load_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToSpaceHeatingKW ./ KWH_PER_MMBTU), digits=5) + + if "ProcessHeat" in p.heating_loads && p.s.electric_heater.can_serve_process_heat + @expression(m, ElectricHeaterToProcessHeatKW[ts in p.time_steps], + m[:dvHeatingProduction]["ElectricHeater","ProcessHeat",ts] - ElectricHeaterToHotTESByQualityKW["ProcessHeat",ts] - ElectricHeaterToSteamTurbineByQuality["ProcessHeat",ts] + ) + else + @expression(m, ElectricHeaterToProcessHeatKW[ts in p.time_steps], 0.0) + end + r["thermal_to_process_heat_load_series_mmbtu_per_hour"] = round.(value.(ElectricHeaterToProcessHeatKW ./ KWH_PER_MMBTU), digits=5) + d["ElectricHeater"] = r nothing end \ No newline at end of file diff --git a/src/results/electric_utility.jl b/src/results/electric_utility.jl index bd2eeed9e..d5b21f467 100644 --- a/src/results/electric_utility.jl +++ b/src/results/electric_utility.jl @@ -32,6 +32,15 @@ function add_electric_utility_results(m::JuMP.AbstractModel, p::AbstractInputs, r = Dict{String, Any}() + # add a warning if the WHL benefit is the max benefit + if :WHL in p.s.electric_tariff.export_bins + if sum(value.(m[Symbol("WHL_benefit"*_n)])) - 10*sum([ld*rate for (ld,rate) in zip(p.s.electric_load.loads_kw, p.s.electric_tariff.export_rates[:WHL])]) / value(m[Symbol("WHL_benefit"*_n)]) <= 1e-3 + @warn """Wholesale benefit is at the maximum allowable by the model; the problem is likely unbounded without this + limit in place. Check the inputs to ensure that there are practical limits for max system sizes and that + the wholesale and retail electricity rates are accurate.""" + end + end + Year1UtilityEnergy = p.hours_per_time_step * sum(m[Symbol("dvGridPurchase"*_n)][ts, tier] for ts in p.time_steps, tier in 1:p.s.electric_tariff.n_energy_tiers) r["annual_energy_supplied_kwh"] = round(value(Year1UtilityEnergy), digits=2) diff --git a/src/results/existing_boiler.jl b/src/results/existing_boiler.jl index 403789690..32dfa01ba 100644 --- a/src/results/existing_boiler.jl +++ b/src/results/existing_boiler.jl @@ -24,30 +24,63 @@ function add_existing_boiler_results(m::JuMP.AbstractModel, p::REoptInputs, d::D r["annual_fuel_consumption_mmbtu"] = round(sum(r["fuel_consumption_series_mmbtu_per_hour"]), digits=5) r["thermal_production_series_mmbtu_per_hour"] = - round.(value.(m[:dvThermalProduction]["ExistingBoiler", ts] for ts in p.time_steps) ./ KWH_PER_MMBTU, digits=5) + round.(sum(value.(m[:dvHeatingProduction]["ExistingBoiler", q, ts] for q in p.heating_loads) for ts in p.time_steps) ./ KWH_PER_MMBTU, digits=5) r["annual_thermal_production_mmbtu"] = round(sum(r["thermal_production_series_mmbtu_per_hour"]), digits=5) if !isempty(p.s.storage.types.hot) @expression(m, BoilerToHotTESKW[ts in p.time_steps], - sum(m[:dvProductionToStorage][b,"ExistingBoiler",ts] for b in p.s.storage.types.hot) + sum(m[:dvHeatToStorage][b,"ExistingBoiler",q,ts] for b in p.s.storage.types.hot, q in p.heating_loads) + ) + @expression(m, BoilerToHotTESByQualityKW[q in p.heating_loads, ts in p.time_steps], + sum(m[:dvHeatToStorage][b,"ExistingBoiler",q,ts] for b in p.s.storage.types.hot) ) else BoilerToHotTESKW = zeros(length(p.time_steps)) + @expression(m, BoilerToHotTESByQualityKW[q in p.heating_loads, ts in p.time_steps], 0.0) end r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(BoilerToHotTESKW / KWH_PER_MMBTU), digits=3) if !isempty(p.techs.steam_turbine) && p.s.existing_boiler.can_supply_steam_turbine - @expression(m, BoilerToSteamTurbineKW[ts in p.time_steps], m[:dvThermalToSteamTurbine]["ExistingBoiler",ts]) + @expression(m, BoilerToSteamTurbineKW[ts in p.time_steps], sum(m[:dvThermalToSteamTurbine]["ExistingBoiler",q,ts] for q in p.heating_loads)) + @expression(m, BoilerToSteamTurbineByQualityKW[q in p.heating_loads, ts in p.time_steps], m[:dvThermalToSteamTurbine]["ExistingBoiler",q,ts]) else @expression(m, BoilerToSteamTurbineKW[ts in p.time_steps], 0.0) + @expression(m, BoilerToSteamTurbineByQualityKW[q in p.heating_loads, ts in p.time_steps], 0.0) end r["thermal_to_steamturbine_series_mmbtu_per_hour"] = round.(value.(BoilerToSteamTurbineKW) ./ KWH_PER_MMBTU, digits=5) BoilerToLoadKW = @expression(m, [ts in p.time_steps], - m[:dvThermalProduction]["ExistingBoiler",ts] - BoilerToHotTESKW[ts] - BoilerToSteamTurbineKW[ts] + sum(value.(m[:dvHeatingProduction]["ExistingBoiler",q,ts] for q in p.heating_loads)) - BoilerToHotTESKW[ts] - BoilerToSteamTurbineKW[ts] ) r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(BoilerToLoadKW ./ KWH_PER_MMBTU), digits=5) + + if "DomesticHotWater" in p.heating_loads && p.s.existing_boiler.can_serve_dhw + @expression(m, BoilerToDHWKW[ts in p.time_steps], + m[:dvHeatingProduction]["ExistingBoiler","DomesticHotWater",ts] - BoilerToHotTESByQualityKW["DomesticHotWater",ts] - BoilerToSteamTurbineByQualityKW["DomesticHotWater",ts] + ) + else + @expression(m, BoilerToDHWKW[ts in p.time_steps], 0.0) + end + r["thermal_to_dhw_load_series_mmbtu_per_hour"] = round.(value.(BoilerToDHWKW ./ KWH_PER_MMBTU), digits=5) + + if "SpaceHeating" in p.heating_loads && p.s.existing_boiler.can_serve_space_heating + @expression(m, BoilerToSpaceHeatingKW[ts in p.time_steps], + m[:dvHeatingProduction]["ExistingBoiler","SpaceHeating",ts] - BoilerToHotTESByQualityKW["SpaceHeating",ts] - BoilerToSteamTurbineByQualityKW["SpaceHeating",ts] + ) + else + @expression(m, BoilerToSpaceHeatingKW[ts in p.time_steps], 0.0) + end + r["thermal_to_space_heating_load_series_mmbtu_per_hour"] = round.(value.(BoilerToSpaceHeatingKW ./ KWH_PER_MMBTU), digits=5) + + if "ProcessHeat" in p.heating_loads && p.s.existing_boiler.can_serve_process_heat + @expression(m, BoilerToProcessHeatKW[ts in p.time_steps], + m[:dvHeatingProduction]["ExistingBoiler","ProcessHeat",ts] - BoilerToHotTESByQualityKW["ProcessHeat",ts] - BoilerToSteamTurbineByQualityKW["ProcessHeat",ts] + ) + else + @expression(m, BoilerToProcessHeatKW[ts in p.time_steps], 0.0) + end + r["thermal_to_process_heat_load_series_mmbtu_per_hour"] = round.(value.(BoilerToProcessHeatKW ./ KWH_PER_MMBTU), digits=5) m[:TotalExistingBoilerFuelCosts] = @expression(m, p.pwf_fuel["ExistingBoiler"] * sum(m[:dvFuelUsage]["ExistingBoiler", ts] * p.fuel_cost_per_kwh["ExistingBoiler"][ts] for ts in p.time_steps) diff --git a/src/results/existing_chiller.jl b/src/results/existing_chiller.jl index 392c5d2b6..7ea5eb592 100644 --- a/src/results/existing_chiller.jl +++ b/src/results/existing_chiller.jl @@ -17,24 +17,24 @@ function add_existing_chiller_results(m::JuMP.AbstractModel, p::REoptInputs, d:: r["thermal_to_storage_series_ton"] = round.(value.(ELECCHLtoTES / KWH_THERMAL_PER_TONHOUR), digits=3) @expression(m, ELECCHLtoLoad[ts in p.time_steps], - sum(m[:dvThermalProduction]["ExistingChiller", ts]) + sum(m[:dvCoolingProduction]["ExistingChiller", ts]) - ELECCHLtoTES[ts] ) r["thermal_to_load_series_ton"] = round.(value.(ELECCHLtoLoad / KWH_THERMAL_PER_TONHOUR).data, digits=3) @expression(m, ELECCHLElecConsumptionSeries[ts in p.time_steps], - sum(m[:dvThermalProduction]["ExistingChiller", ts] / p.cop["ExistingChiller"]) + sum(m[:dvCoolingProduction]["ExistingChiller", ts] / p.cop["ExistingChiller"]) ) r["electric_consumption_series_kw"] = round.(value.(ELECCHLElecConsumptionSeries).data, digits=3) @expression(m, Year1ELECCHLElecConsumption, - p.hours_per_time_step * sum(m[:dvThermalProduction]["ExistingChiller", ts] / p.cop["ExistingChiller"] + p.hours_per_time_step * sum(m[:dvCoolingProduction]["ExistingChiller", ts] / p.cop["ExistingChiller"] for ts in p.time_steps) ) r["annual_electric_consumption_kwh"] = round(value(Year1ELECCHLElecConsumption), digits=3) @expression(m, Year1ELECCHLThermalProd, - p.hours_per_time_step * sum(m[:dvThermalProduction]["ExistingChiller", ts] + p.hours_per_time_step * sum(m[:dvCoolingProduction]["ExistingChiller", ts] for ts in p.time_steps) ) r["annual_thermal_production_tonhour"] = round(value(Year1ELECCHLThermalProd / KWH_THERMAL_PER_TONHOUR), digits=3) diff --git a/src/results/heating_cooling_load.jl b/src/results/heating_cooling_load.jl index 65994d59c..e583214dd 100644 --- a/src/results/heating_cooling_load.jl +++ b/src/results/heating_cooling_load.jl @@ -36,15 +36,22 @@ end """ `HeatingLoad` results keys: -- `dhw_thermal_load_series_mmbtu_per_hour` vector of site domestic hot water load in every time step -- `space_heating_thermal_load_series_mmbtu_per_hour` vector of site space heating load in every time step -- `total_heating_thermal_load_series_mmbtu_per_hour` vector of sum heating load in every time step -- `annual_calculated_dhw_thermal_load_mmbtu` sum of the `dhw_load_series_mmbtu_per_hour` +- `dhw_thermal_load_series_mmbtu_per_hour` vector of site thermal domestic hot water load in every time step +- `space_heating_thermal_load_series_mmbtu_per_hour` vector of site thermal space heating load in every time step +- `process_heat_thermal_load_series_mmbtu_per_hour` vector of site thermal process heat load in every time step +- `total_heating_thermal_load_series_mmbtu_per_hour` vector of sum thermal heating load in every time step +- `dhw_boiler_fuel_load_series_mmbtu_per_hour` vector of site fuel domestic hot water load in every time step +- `space_heating_boiler_fuel_load_series_mmbtu_per_hour` vector of site fuel space heating load in every time step +- `process_heat_boiler_fuel_load_series_mmbtu_per_hour` vector of site fuel process heat load in every time step +- `total_heating_thermal_load_series_mmbtu_per_hour` vector of sum fuel heating load in every time step +- `annual_calculated_dhw_thermal_load_mmbtu` sum of the `dhw_thermal_load_series_mmbtu_per_hour` - `annual_calculated_space_heating_thermal_load_mmbtu` sum of the `space_heating_thermal_load_series_mmbtu_per_hour` +- `annual_calculated_process_heat_thermal_load_mmbtu` sum of the `process_heat_thermal_load_series_mmbtu_per_hour` - `annual_calculated_total_heating_thermal_load_mmbtu` sum of the `total_heating_thermal_load_series_mmbtu_per_hour` -- `annual_calculated_dhw_boiler_fuel_load_mmbtu` -- `annual_calculated_space_heating_boiler_fuel_load_mmbtu` -- `annual_calculated_total_heating_boiler_fuel_load_mmbtu` +- `annual_calculated_dhw_boiler_fuel_load_mmbtu` sum of the `dhw_boiler_fuel_load_series_mmbtu_per_hour` +- `annual_calculated_space_heating_boiler_fuel_load_mmbtu` sum of the `space_heating_boiler_fuel_load_series_mmbtu_per_hour` +- `annual_calculated_process_heat_boiler_fuel_load_mmbtu` sum of the `process_heat_boiler_fuel_load_series_mmbtu_per_hour` +- `annual_calculated_total_heating_boiler_fuel_load_mmbtu` sum of the `total_heating_boiler_fuel_load_series_mmbtu_per_hour` """ function add_heating_load_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n="") # Adds the `ElectricLoad` results to the dictionary passed back from `run_reopt` using the solved model `m` and the `REoptInputs` for node `_n`. @@ -54,6 +61,7 @@ function add_heating_load_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict dhw_load_series_kw = p.s.dhw_load.loads_kw space_heating_load_series_kw = p.s.space_heating_load.loads_kw + process_heat_load_series_kw = p.s.process_heat_load.loads_kw existing_boiler_efficiency = nothing if isnothing(p.s.existing_boiler) @@ -64,11 +72,13 @@ function add_heating_load_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict r["dhw_thermal_load_series_mmbtu_per_hour"] = dhw_load_series_kw ./ KWH_PER_MMBTU r["space_heating_thermal_load_series_mmbtu_per_hour"] = space_heating_load_series_kw ./ KWH_PER_MMBTU - r["total_heating_thermal_load_series_mmbtu_per_hour"] = r["dhw_thermal_load_series_mmbtu_per_hour"] .+ r["space_heating_thermal_load_series_mmbtu_per_hour"] + r["process_heat_thermal_load_series_mmbtu_per_hour"] = process_heat_load_series_kw ./ KWH_PER_MMBTU + r["total_heating_thermal_load_series_mmbtu_per_hour"] = r["dhw_thermal_load_series_mmbtu_per_hour"] .+ r["space_heating_thermal_load_series_mmbtu_per_hour"] .+ r["process_heat_thermal_load_series_mmbtu_per_hour"] r["dhw_boiler_fuel_load_series_mmbtu_per_hour"] = dhw_load_series_kw ./ KWH_PER_MMBTU ./ existing_boiler_efficiency r["space_heating_boiler_fuel_load_series_mmbtu_per_hour"] = space_heating_load_series_kw ./ KWH_PER_MMBTU ./ existing_boiler_efficiency - r["total_heating_boiler_fuel_load_series_mmbtu_per_hour"] = r["dhw_boiler_fuel_load_series_mmbtu_per_hour"] .+ r["space_heating_boiler_fuel_load_series_mmbtu_per_hour"] + r["process_heat_boiler_fuel_load_series_mmbtu_per_hour"] = process_heat_load_series_kw ./ KWH_PER_MMBTU ./ existing_boiler_efficiency + r["total_heating_boiler_fuel_load_series_mmbtu_per_hour"] = r["dhw_boiler_fuel_load_series_mmbtu_per_hour"] .+ r["space_heating_boiler_fuel_load_series_mmbtu_per_hour"] .+ r["process_heat_boiler_fuel_load_series_mmbtu_per_hour"] r["annual_calculated_dhw_thermal_load_mmbtu"] = round( sum(r["dhw_thermal_load_series_mmbtu_per_hour"]) / p.s.settings.time_steps_per_hour, digits=2 @@ -76,10 +86,14 @@ function add_heating_load_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict r["annual_calculated_space_heating_thermal_load_mmbtu"] = round( sum(r["space_heating_thermal_load_series_mmbtu_per_hour"]) / p.s.settings.time_steps_per_hour, digits=2 ) - r["annual_calculated_total_heating_thermal_load_mmbtu"] = r["annual_calculated_dhw_thermal_load_mmbtu"] + r["annual_calculated_space_heating_thermal_load_mmbtu"] + r["annual_calculated_process_heat_thermal_load_mmbtu"] = round( + sum(r["process_heat_thermal_load_series_mmbtu_per_hour"]) / p.s.settings.time_steps_per_hour, digits=2 + ) + r["annual_calculated_total_heating_thermal_load_mmbtu"] = r["annual_calculated_dhw_thermal_load_mmbtu"] + r["annual_calculated_space_heating_thermal_load_mmbtu"] + r["annual_calculated_process_heat_thermal_load_mmbtu"] r["annual_calculated_dhw_boiler_fuel_load_mmbtu"] = r["annual_calculated_dhw_thermal_load_mmbtu"] / existing_boiler_efficiency r["annual_calculated_space_heating_boiler_fuel_load_mmbtu"] = r["annual_calculated_space_heating_thermal_load_mmbtu"] / existing_boiler_efficiency + r["annual_calculated_process_heat_boiler_fuel_load_mmbtu"] = r["annual_calculated_process_heat_thermal_load_mmbtu"] / existing_boiler_efficiency r["annual_calculated_total_heating_boiler_fuel_load_mmbtu"] = r["annual_calculated_total_heating_thermal_load_mmbtu"] / existing_boiler_efficiency d["HeatingLoad"] = r diff --git a/src/results/site.jl b/src/results/site.jl index ac6ff30d2..bacece662 100644 --- a/src/results/site.jl +++ b/src/results/site.jl @@ -119,10 +119,10 @@ function add_re_tot_calcs(m::JuMP.AbstractModel, p::REoptInputs) # Renewable heat (RE steam/hot water heat that is not being used to generate electricity) AnnualREHeatkWh = @expression(m,p.hours_per_time_step*( - sum(m[:dvThermalProduction][t,ts] * p.tech_renewable_energy_fraction[t] for t in union(p.techs.heating, p.techs.chp), ts in p.time_steps) #total RE heat generation (excl steam turbine, GHP) - - sum(m[:dvProductionToWaste][t,ts]* p.tech_renewable_energy_fraction[t] for t in p.techs.chp, ts in p.time_steps) #minus CHP waste heat + sum(m[:dvHeatingProduction][t,q,ts] * p.tech_renewable_energy_fraction[t] for t in setdiff(union(p.techs.heating, p.techs.chp), p.techs.ghp), q in p.heating_loads, ts in p.time_steps) #total RE heat generation (excl steam turbine, GHP) + - sum(m[:dvProductionToWaste][t,q,ts]* p.tech_renewable_energy_fraction[t] for t in p.techs.chp, q in p.heating_loads, ts in p.time_steps) #minus CHP waste heat + sum(m[:dvSupplementaryThermalProduction][t,ts] * p.tech_renewable_energy_fraction[t] for t in p.techs.chp, ts in p.time_steps) # plus CHP supplemental firing thermal generation - - sum(m[:dvProductionToStorage][b,t,ts]*p.tech_renewable_energy_fraction[t]*(1-p.s.storage.attr[b].charge_efficiency*p.s.storage.attr[b].discharge_efficiency) for t in union(p.techs.heating, p.techs.chp), b in p.s.storage.types.thermal, ts in p.time_steps) #minus thermal storage losses, note does not account for p.DecayRate + - sum(m[:dvProductionToStorage][b,t,ts]*p.tech_renewable_energy_fraction[t]*(1-p.s.storage.attr[b].charge_efficiency*p.s.storage.attr[b].discharge_efficiency) for t in setdiff(union(p.techs.heating, p.techs.chp), p.techs.ghp), b in p.s.storage.types.thermal, ts in p.time_steps) #minus thermal storage losses, note does not account for p.DecayRate ) # - AnnualRESteamToSteamTurbine # minus RE steam feeding steam turbine, adjusted by p.hours_per_time_step # + AnnualSteamTurbineREThermOut #plus steam turbine RE generation, adjusted for storage losses, adjusted by p.hours_per_time_step (not included in first line because p.tech_renewable_energy_fraction for SteamTurbine is 0) @@ -130,10 +130,10 @@ function add_re_tot_calcs(m::JuMP.AbstractModel, p::REoptInputs) # Total heat (steam/hot water heat that is not being used to generate electricity) AnnualHeatkWh = @expression(m,p.hours_per_time_step*( - sum(m[:dvThermalProduction][t,ts] for t in union(p.techs.heating, p.techs.chp), ts in p.time_steps) #total heat generation (need to see how GHP fits into this) - - sum(m[:dvProductionToWaste][t,ts] for t in p.techs.chp, ts in p.time_steps) #minus CHP waste heat + sum(m[:dvHeatingProduction][t,q,ts] for t in setdiff(union(p.techs.heating, p.techs.chp), p.techs.ghp), q in p.heating_loads, ts in p.time_steps) #total heat generation (need to see how GHP fits into this) + - sum(m[:dvProductionToWaste][t,q,ts] for t in p.techs.chp, q in p.heating_loads, ts in p.time_steps) #minus CHP waste heat + sum(m[:dvSupplementaryThermalProduction][t,ts] for t in p.techs.chp, ts in p.time_steps) # plus CHP supplemental firing thermal generation - - sum(m[:dvProductionToStorage][b,t,ts]*(1-p.s.storage.attr[b].charge_efficiency*p.s.storage.attr[b].discharge_efficiency) for t in union(p.techs.heating, p.techs.chp), b in p.s.storage.types.thermal, ts in p.time_steps) #minus thermal storage losses + - sum(m[:dvProductionToStorage][b,t,ts]*(1-p.s.storage.attr[b].charge_efficiency*p.s.storage.attr[b].discharge_efficiency) for t in setdiff(union(p.techs.heating, p.techs.chp), p.techs.ghp), b in p.s.storage.types.thermal, ts in p.time_steps) #minus thermal storage losses ) # - AnnualSteamToSteamTurbine # minus steam going to SteamTurbine; already adjusted by p.hours_per_time_step ) diff --git a/src/results/steam_turbine.jl b/src/results/steam_turbine.jl index 5b3bee055..e25aa37a2 100644 --- a/src/results/steam_turbine.jl +++ b/src/results/steam_turbine.jl @@ -26,17 +26,17 @@ function add_steam_turbine_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dic r["size_kw"] = round(value(sum(m[Symbol("dvSize"*_n)][t] for t in p.techs.steam_turbine)), digits=3) @expression(m, Year1SteamTurbineThermalConsumptionKWH, - p.hours_per_time_step * sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,ts] for tst in p.techs.can_supply_steam_turbine, ts in p.time_steps)) + p.hours_per_time_step * sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,q,ts] for tst in p.techs.can_supply_steam_turbine, q in p.heating_loads, ts in p.time_steps)) r["annual_thermal_consumption_mmbtu"] = round(value(Year1SteamTurbineThermalConsumptionKWH) / KWH_PER_MMBTU, digits=5) @expression(m, Year1SteamTurbineElecProd, p.hours_per_time_step * sum(m[Symbol("dvRatedProduction"*_n)][t,ts] * p.production_factor[t, ts] for t in p.techs.steam_turbine, ts in p.time_steps)) r["annual_electric_production_kwh"] = round(value(Year1SteamTurbineElecProd), digits=3) @expression(m, Year1SteamTurbineThermalProdKWH, - p.hours_per_time_step * sum(m[Symbol("dvThermalProduction"*_n)][t,ts] for t in p.techs.steam_turbine, ts in p.time_steps)) + p.hours_per_time_step * sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for q in p.heating_loads, t in p.techs.steam_turbine, ts in p.time_steps)) r["annual_thermal_production_mmbtu"] = round(value(Year1SteamTurbineThermalProdKWH) / KWH_PER_MMBTU, digits=5) @expression(m, SteamTurbineThermalConsumptionKW[ts in p.time_steps], - sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,ts] for tst in p.techs.can_supply_steam_turbine)) + sum(m[Symbol("dvThermalToSteamTurbine"*_n)][tst,q,ts] for tst in p.techs.can_supply_steam_turbine, q in p.heating_loads)) r["thermal_consumption_series_mmbtu_per_hour"] = round.(value.(SteamTurbineThermalConsumptionKW) ./ KWH_PER_MMBTU, digits=5) @expression(m, SteamTurbineElecProdTotal[ts in p.time_steps], sum(m[Symbol("dvRatedProduction"*_n)][t,ts] * p.production_factor[t, ts] for t in p.techs.steam_turbine)) @@ -61,14 +61,46 @@ function add_steam_turbine_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dic r["electric_to_load_series_kw"] = round.(value.(SteamTurbinetoLoad), digits=3) if !isempty(p.s.storage.types.hot) @expression(m, SteamTurbinetoHotTESKW[ts in p.time_steps], - sum(m[Symbol("dvProductionToStorage"*_n)]["HotThermalStorage",t,ts] for t in p.techs.steam_turbine)) + sum(m[Symbol("dvHeatToStorage"*_n)]["HotThermalStorage",t,q,ts] for q in p.heating_loads, t in p.techs.steam_turbine)) + @expression(m, SteamTurbineToHotTESByQualityKW[q in p.heating_loads, ts in p.time_steps], + sum(m[Symbol("dvHeatToStorage"*_n)]["HotThermalStorage",t,q,ts] for t in p.techs.steam_turbine)) else SteamTurbinetoHotTESKW = zeros(length(p.time_steps)) + @expression(m, SteamTurbineToHotTESByQualityKW[q in p.heating_loads, ts in p.time_steps], 0.0) end r["thermal_to_storage_series_mmbtu_per_hour"] = round.(value.(SteamTurbinetoHotTESKW) ./ KWH_PER_MMBTU, digits=5) @expression(m, SteamTurbineThermalToLoadKW[ts in p.time_steps], - sum(m[Symbol("dvThermalProduction"*_n)][t,ts] for t in p.techs.steam_turbine) - SteamTurbinetoHotTESKW[ts]) + sum(m[Symbol("dvHeatingProduction"*_n)][t,q,ts] for t in p.techs.steam_turbine, q in p.heating_loads) - SteamTurbinetoHotTESKW[ts]) r["thermal_to_load_series_mmbtu_per_hour"] = round.(value.(SteamTurbineThermalToLoadKW) ./ KWH_PER_MMBTU, digits=5) + + if "DomesticHotWater" in p.heating_loads && p.s.steam_turbine.can_serve_dhw + @expression(m, SteamTurbineToDHWKW[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["SteamTurbine","DomesticHotWater",ts] - SteamTurbineToHotTESByQualityKW["DomesticHotWater",ts] + ) + else + @expression(m, SteamTurbineToDHWKW[ts in p.time_steps], 0.0) + end + r["thermal_to_dhw_load_series_mmbtu_per_hour"] = round.(value.(SteamTurbineToDHWKW ./ KWH_PER_MMBTU), digits=5) + + if "SpaceHeating" in p.heating_loads && p.s.steam_turbine.can_serve_space_heating + @expression(m, SteamTurbineToSpaceHeatingKW[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["SteamTurbine","SpaceHeating",ts] - SteamTurbineToHotTESByQualityKW["SpaceHeating",ts] + ) + else + @expression(m, SteamTurbineToSpaceHeatingKW[ts in p.time_steps], 0.0) + end + r["thermal_to_space_heating_load_series_mmbtu_per_hour"] = round.(value.(SteamTurbineToSpaceHeatingKW ./ KWH_PER_MMBTU), digits=5) + + if "ProcessHeat" in p.heating_loads && p.s.steam_turbine.can_serve_process_heat + @expression(m, SteamTurbineToProcessHeatKW[ts in p.time_steps], + m[Symbol("dvHeatingProduction"*_n)]["SteamTurbine","ProcessHeat",ts] - SteamTurbineToHotTESByQualityKW["ProcessHeat",ts] + ) + else + @expression(m, SteamTurbineToProcessHeatKW[ts in p.time_steps], 0.0) + end + r["thermal_to_process_heat_load_series_mmbtu_per_hour"] = round.(value.(SteamTurbineToProcessHeatKW ./ KWH_PER_MMBTU), digits=5) + + d["SteamTurbine"] = r nothing end \ No newline at end of file diff --git a/src/results/thermal_storage.jl b/src/results/thermal_storage.jl index c7da8c763..48e9f607c 100644 --- a/src/results/thermal_storage.jl +++ b/src/results/thermal_storage.jl @@ -14,8 +14,8 @@ function add_hot_storage_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict, # Adds the `HotThermalStorage` results to the dictionary passed back from `run_reopt` using the solved model `m` and the `REoptInputs` for node `_n`. # Note: the node number is an empty string if evaluating a single `Site`. - kwh_per_gal = get_kwh_per_gal(p.s.storage.attr["HotThermalStorage"].hot_water_temp_degF, - p.s.storage.attr["HotThermalStorage"].cool_water_temp_degF) + kwh_per_gal = get_kwh_per_gal(p.s.storage.attr[b].hot_water_temp_degF, + p.s.storage.attr[b].cool_water_temp_degF) r = Dict{String, Any}() size_kwh = round(value(m[Symbol("dvStorageEnergy"*_n)][b]), digits=3) @@ -25,8 +25,35 @@ function add_hot_storage_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict, soc = (m[Symbol("dvStoredEnergy"*_n)][b, ts] for ts in p.time_steps) r["soc_series_fraction"] = round.(value.(soc) ./ size_kwh, digits=3) - discharge = (m[Symbol("dvDischargeFromStorage"*_n)][b, ts] for ts in p.time_steps) - r["storage_to_load_series_mmbtu_per_hour"] = round.(value.(discharge) / KWH_PER_MMBTU, digits=7) + discharge = (sum(m[Symbol("dvHeatFromStorage"*_n)][b,q,ts] for q in p.heating_loads) for ts in p.time_steps) + r["storage_to_load_series_mmbtu_per_hour"] = round.(value.(discharge) ./ KWH_PER_MMBTU, digits=7) + + if "SpaceHeating" in p.heating_loads && p.s.storage.attr[b].can_serve_space_heating + @expression(m, HotTESToSpaceHeatingKW[ts in p.time_steps], + m[Symbol("dvHeatFromStorage"*_n)][b,"SpaceHeating",ts] + ) + else + @expression(m, HotTESToSpaceHeatingKW[ts in p.time_steps], 0.0) + end + r["storage_to_space_heating_load_series_mmbtu_per_hour"] = round.(value.(HotTESToSpaceHeatingKW) ./ KWH_PER_MMBTU, digits=5) + + if "DomesticHotWater" in p.heating_loads && p.s.storage.attr[b].can_serve_dhw + @expression(m, HotTESToDHWKW[ts in p.time_steps], + m[Symbol("dvHeatFromStorage"*_n)][b,"DomesticHotWater",ts] + ) + else + @expression(m, HotTESToDHWKW[ts in p.time_steps], 0.0) + end + r["storage_to_dhw_load_series_mmbtu_per_hour"] = round.(value.(HotTESToDHWKW) ./ KWH_PER_MMBTU, digits=5) + + if "ProcessHeat" in p.heating_loads && p.s.storage.attr[b].can_serve_process_heat + @expression(m, HotTESToProcessHeatKW[ts in p.time_steps], + m[Symbol("dvHeatFromStorage"*_n)][b,"ProcessHeat",ts] + ) + else + @expression(m, HotTESToProcessHeatKW[ts in p.time_steps], 0.0) + end + r["storage_to_process_heat_load_series_mmbtu_per_hour"] = round.(value.(HotTESToProcessHeatKW) ./ KWH_PER_MMBTU, digits=5) else r["soc_series_fraction"] = [] r["storage_to_load_series_mmbtu_per_hour"] = [] diff --git a/test/runtests.jl b/test/runtests.jl index d7a592b7a..6a1554c52 100644 --- a/test/runtests.jl +++ b/test/runtests.jl @@ -36,6 +36,33 @@ else # run HiGHS tests ) @test sum(electric_load.loads_kw) ≈ 50000.0 end + @testset "Solar dataset" begin + + # 1. Dallas TX + latitude, longitude = 32.775212075983646, -96.78105623767185 + radius = 0 + dataset, distance, datasource = REopt.call_solar_dataset_api(latitude, longitude, radius) + @test dataset ≈ "nsrdb" + + # 2. Merefa, Ukraine + latitude, longitude = 49.80670544975866, 36.05418033509974 + radius = 0 + dataset, distance, datasource = REopt.call_solar_dataset_api(latitude, longitude, radius) + @test dataset ≈ "nsrdb" + + # 3. Younde, Cameroon + latitude, longitude = 3.8603988398663125, 11.528880303663136 + radius = 0 + dataset, distance, datasource = REopt.call_solar_dataset_api(latitude, longitude, radius) + @test dataset ≈ "intl" + + # 4. Fairbanks, AK + site = "Fairbanks" + latitude, longitude = 64.84112047064114, -147.71570239058084 + radius = 20 + dataset, distance, datasource = REopt.call_solar_dataset_api(latitude, longitude, radius) + @test dataset ≈ "tmy3" + end end @testset "January Export Rates" begin @@ -216,8 +243,6 @@ else # run HiGHS tests # removed Wind test for two reasons # 1. reduce WindToolKit calls in tests # 2. HiGHS does not support SOS or indicator constraints, which are needed for export constraints - - # @testset "Minimize Unserved Load" is too slow with Cbc (killed after 8 hours) @testset "Simulated load function consistency with REoptInputs.s (Scenario)" begin """ @@ -520,6 +545,56 @@ else # run HiGHS tests @test reliability_results["mean_cumulative_survival_final_time_step"] ≈ 0.817586 atol=0.001 end + @testset "Disaggregated Heating Loads" begin + @testset "Process Heat Load Inputs" begin + d = JSON.parsefile("./scenarios/electric_heater.json") + d["SpaceHeatingLoad"]["annual_mmbtu"] = 0.5 * 8760 + d["DomesticHotWaterLoad"]["annual_mmbtu"] = 0.5 * 8760 + d["ProcessHeatLoad"] = Dict("annual_mmbtu" => 0.5 * 8760) + s = Scenario(d) + inputs = REoptInputs(s) + @test inputs.heating_loads_kw["ProcessHeat"][1] ≈ 117.228428 atol=1.0e-3 + end + @testset "Separate Heat Load Results" begin + d = JSON.parsefile("./scenarios/electric_heater.json") + d["SpaceHeatingLoad"]["annual_mmbtu"] = 0.5 * 8760 + d["DomesticHotWaterLoad"]["annual_mmbtu"] = 0.5 * 8760 + d["ProcessHeatLoad"] = Dict("annual_mmbtu" => 0.5 * 8760) + d["ExistingBoiler"]["fuel_cost_per_mmbtu"] = 100 + d["ElectricHeater"]["installed_cost_per_mmbtu_per_hour"] = 1.0 + d["ElectricTariff"]["monthly_energy_rates"] = [0,0,0,0,0,0,0,0,0,0,0,0] + d["HotThermalStorage"]["max_gal"] = 0.0 + s = Scenario(d) + inputs = REoptInputs(s) + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, inputs) + @test sum(results["ExistingBoiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.01 + @test sum(results["ExistingBoiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.01 + @test sum(results["ExistingBoiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.8*4380.0 atol=0.01 + @test sum(results["ElectricHeater"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.8*4380.0 atol=0.01 + @test sum(results["ElectricHeater"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.8*4380.0 atol=0.01 + @test sum(results["ElectricHeater"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.01 + end + end + + @testset "Net Metering" begin + @testset "Net Metering Limit and Wholesale" begin + #case 1: net metering limit is met by PV + d = JSON.parsefile("./scenarios/net_metering.json") + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, d) + @test results["PV"]["size_kw"] ≈ 30.0 atol=1e-3 + + #case 2: wholesale rate is high, big-M is met + d["ElectricTariff"]["wholesale_rate"] = 5.0 + d["PV"]["can_wholesale"] = true + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, d) + @test results["PV"]["size_kw"] ≈ 84.029 atol=1e-3 #max benefit provides the upper bound + + end + end + @testset "Imported Xpress Test Suite" begin @testset "Heating loads and addressable load fraction" begin # Default LargeOffice CRB with SpaceHeatingLoad and DomesticHotWaterLoad are served by ExistingBoiler @@ -565,8 +640,8 @@ else # run HiGHS tests m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false, "mip_rel_gap" => 0.01)) results = run_reopt(m, inputs) - @test round(results["CHP"]["size_kw"], digits=0) ≈ 342.0 atol=1.0 - @test round(results["Financial"]["lcc"], digits=0) ≈ 1.3476e7 atol=1.0e7 + @test round(results["CHP"]["size_kw"], digits=0) ≈ 330.0 atol=20.0 + @test round(results["Financial"]["lcc"], digits=0) ≈ 1.3476e7 rtol=1.0e-2 end @testset "CHP Cost Curve and Min Allowable Size" begin @@ -909,18 +984,26 @@ else # run HiGHS tests end @testset "Minimize Unserved Load" begin - + d = JSON.parsefile("./scenarios/outage.json") m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false, "mip_rel_gap" => 0.01, "presolve" => "on")) - results = run_reopt(m, "./scenarios/outage.json") - - @test results["Outages"]["expected_outage_cost"] ≈ 0 - @test sum(results["Outages"]["unserved_load_per_outage_kwh"]) ≈ 0 + results = run_reopt(m, d) + + @test results["Outages"]["expected_outage_cost"] ≈ 0 atol=0.1 + @test sum(results["Outages"]["unserved_load_per_outage_kwh"]) ≈ 0 atol=0.1 @test value(m[:binMGTechUsed]["Generator"]) ≈ 1 @test value(m[:binMGTechUsed]["CHP"]) ≈ 1 @test value(m[:binMGTechUsed]["PV"]) ≈ 1 @test value(m[:binMGStorageUsed]) ≈ 1 - @test results["Financial"]["lcc"] ≈ 6.83633907986e7 rtol=0.01 - + + # Increase cost of microgrid upgrade and PV Size, PV not used and some load not met + d["Financial"]["microgrid_upgrade_cost_fraction"] = 0.3 + d["PV"]["min_kw"] = 200.0 + d["PV"]["max_kw"] = 200.0 + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false, "mip_rel_gap" => 0.01, "presolve" => "on")) + results = run_reopt(m, d) + @test value(m[:binMGTechUsed]["PV"]) ≈ 0 + @test sum(results["Outages"]["unserved_load_per_outage_kwh"]) ≈ 24.16 atol=0.1 + #= Scenario with $0.001/kWh value_of_lost_load_per_kwh, 12x169 hour outages, 1kW load/hour, and min_resil_time_steps = 168 - should meet 168 kWh in each outage such that the total unserved load is 12 kWh @@ -948,8 +1031,9 @@ else # run HiGHS tests @test value(m[:binMGTechUsed]["Generator"]) ≈ 1 @test value(m[:binMGTechUsed]["PV"]) ≈ 1 @test value(m[:binMGTechUsed]["Wind"]) ≈ 1 - @test results["Outages"]["expected_outage_cost"] ≈ 446899.75 atol=1.0 - @test results["Financial"]["lcc"] ≈ 6.71661825335e7 rtol=0.001 + @test results["Outages"]["expected_outage_cost"] ≈ 1.296319791276051e6 atol=1.0 + @test results["Financial"]["lcc"] ≈ 4.8046446434e6 rtol=0.001 + end @testset "Outages with Wind and supply-to-load no greater than critical load" begin @@ -1009,7 +1093,7 @@ else # run HiGHS tests @testset "Tiered Energy" begin m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) - results = run_reopt(m, "./scenarios/tiered_rate.json") + results = run_reopt(m, "./scenarios/tiered_energy_rate.json") @test results["ElectricTariff"]["year_one_energy_cost_before_tax"] ≈ 2342.88 @test results["ElectricUtility"]["annual_energy_supplied_kwh"] ≈ 24000.0 atol=0.1 @test results["ElectricLoad"]["annual_calculated_kwh"] ≈ 24000.0 atol=0.1 @@ -1102,16 +1186,26 @@ else # run HiGHS tests @test results["PV"]["size_kw"] ≈ p.s.pvs[1].existing_kw end + @testset "Tiered TOU Demand" begin + data = JSON.parsefile("./scenarios/tiered_tou_demand.json") + model = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(model, data) + max_demand = data["ElectricLoad"]["annual_kwh"] / 8760 + tier1_max = data["ElectricTariff"]["urdb_response"]["demandratestructure"][1][1]["max"] + tier1_rate = data["ElectricTariff"]["urdb_response"]["demandratestructure"][1][1]["rate"] + tier2_rate = data["ElectricTariff"]["urdb_response"]["demandratestructure"][1][2]["rate"] + expected_demand_charges = 12 * (tier1_max * tier1_rate + (max_demand - tier1_max) * tier2_rate) + @test results["ElectricTariff"]["year_one_demand_cost_before_tax"] ≈ expected_demand_charges atol=1 + end # # tiered monthly demand rate TODO: expected results? # m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) - # data = JSON.parsefile("./scenarios/tiered_rate.json") + # data = JSON.parsefile("./scenarios/tiered_energy_rate.json") # data["ElectricTariff"]["urdb_label"] = "59bc22705457a3372642da67" # s = Scenario(data) # inputs = REoptInputs(s) # results = run_reopt(m, inputs) - # TODO test for tiered TOU demand rates end @testset "EASIUR" begin @@ -1119,7 +1213,7 @@ else # run HiGHS tests d["Site"]["latitude"] = 30.2672 d["Site"]["longitude"] = -97.7431 scen = Scenario(d) - @test scen.financial.NOx_grid_cost_per_tonne ≈ 4534.032470 atol=0.1 + @test scen.financial.NOx_grid_cost_per_tonne ≈ 5510.61 atol=0.1 end @testset "Wind" begin @@ -1975,41 +2069,41 @@ else # run HiGHS tests end if i == 1 - @test results["PV"]["size_kw"] ≈ 60.12 atol=1e-1 + @test results["PV"]["size_kw"] ≈ 59.7222 atol=1e-1 @test results["ElectricStorage"]["size_kw"] ≈ 0.0 atol=1e-1 @test results["ElectricStorage"]["size_kwh"] ≈ 0.0 atol=1e-1 - @test results["Generator"]["size_kw"] ≈ 21.52 atol=1e-1 + @test results["Generator"]["size_kw"] ≈ 9.13 atol=1e-1 @test results["Site"]["total_renewable_energy_fraction"] ≈ 0.8 - @test results["Site"]["total_renewable_energy_fraction_bau"] ≈ 0.147576 atol=1e-4 - @test results["Site"]["lifecycle_emissions_reduction_CO2_fraction"] ≈ 0.58694032 atol=1e-4 - @test results["Financial"]["breakeven_cost_of_emissions_reduction_per_tonne_CO2"] ≈ 355.8 atol=1 - @test results["Site"]["annual_emissions_tonnes_CO2"] ≈ 11.64 atol=1e-2 - @test results["Site"]["annual_emissions_from_fuelburn_tonnes_CO2"] ≈ 7.0605 + @test results["Site"]["total_renewable_energy_fraction_bau"] ≈ 0.148375 atol=1e-4 + @test results["Site"]["lifecycle_emissions_reduction_CO2_fraction"] ≈ 0.57403012 atol=1e-4 + @test results["Financial"]["breakeven_cost_of_emissions_reduction_per_tonne_CO2"] ≈ 332.4 atol=1 + @test results["Site"]["annual_emissions_tonnes_CO2"] ≈ 11.85 atol=1e-2 + @test results["Site"]["annual_emissions_from_fuelburn_tonnes_CO2"] ≈ 7.427 @test results["Site"]["annual_emissions_from_fuelburn_tonnes_CO2_bau"] ≈ 0.0 - @test results["Financial"]["lifecycle_emissions_cost_climate"] ≈ 8315.69 atol=1 - @test results["Site"]["lifecycle_emissions_tonnes_CO2"] ≈ 232.85 - @test results["Site"]["lifecycle_emissions_from_fuelburn_tonnes_CO2"] ≈ 141.21 + @test results["Financial"]["lifecycle_emissions_cost_climate"] ≈ 8459.45 atol=1 + @test results["Site"]["lifecycle_emissions_tonnes_CO2"] ≈ 236.95 + @test results["Site"]["lifecycle_emissions_from_fuelburn_tonnes_CO2"] ≈ 148.54 @test results["Site"]["lifecycle_emissions_from_fuelburn_tonnes_CO2_bau"] ≈ 0.0 - @test results["ElectricUtility"]["annual_emissions_tonnes_CO2_bau"] ≈ 28.186 atol=1e-1 - @test results["ElectricUtility"]["lifecycle_emissions_tonnes_CO2_bau"] ≈ 563.72 + @test results["ElectricUtility"]["annual_emissions_tonnes_CO2_bau"] ≈ 27.813 atol=1e-1 + @test results["ElectricUtility"]["lifecycle_emissions_tonnes_CO2_bau"] ≈ 556.26 elseif i == 2 #commented out values are results using same levelization factor as API @test results["PV"]["size_kw"] ≈ 106.13 atol=1 - @test results["ElectricStorage"]["size_kw"] ≈ 21.58 atol=1 # 20.29 - @test results["ElectricStorage"]["size_kwh"] ≈ 166.29 atol=1 + @test results["ElectricStorage"]["size_kw"] ≈ 20.09 atol=1 # 20.29 + @test results["ElectricStorage"]["size_kwh"] ≈ 170.94 atol=1 @test !haskey(results, "Generator") # Renewable energy @test results["Site"]["renewable_electricity_fraction"] ≈ 0.78586 atol=1e-3 @test results["Site"]["renewable_electricity_fraction_bau"] ≈ 0.132118 atol=1e-3 #0.1354 atol=1e-3 - @test results["Site"]["annual_renewable_electricity_kwh_bau"] ≈ 13211.78 atol=10 # 13542.62 atol=10 + @test results["Site"]["annual_renewable_electricity_kwh_bau"] ≈ 13308.5 atol=10 # 13542.62 atol=10 @test results["Site"]["total_renewable_energy_fraction_bau"] ≈ 0.132118 atol=1e-3 # 0.1354 atol=1e-3 # CO2 emissions - totals ≈ from grid, from fuelburn, ER, $/tCO2 breakeven @test results["Site"]["lifecycle_emissions_reduction_CO2_fraction"] ≈ 0.8 atol=1e-3 # 0.8 - @test results["Financial"]["breakeven_cost_of_emissions_reduction_per_tonne_CO2"] ≈ 460.7 atol=1e-1 + @test results["Financial"]["breakeven_cost_of_emissions_reduction_per_tonne_CO2"] ≈ 491.5 atol=1e-1 @test results["Site"]["annual_emissions_tonnes_CO2"] ≈ 11.662 atol=1 @test results["Site"]["annual_emissions_tonnes_CO2_bau"] ≈ 58.3095 atol=1 @test results["Site"]["annual_emissions_from_fuelburn_tonnes_CO2"] ≈ 0.0 atol=1 # 0.0 - @test results["Financial"]["lifecycle_emissions_cost_climate"] ≈ 8401.1 atol=1 + @test results["Financial"]["lifecycle_emissions_cost_climate"] ≈ 8397.85 atol=1 @test results["Site"]["lifecycle_emissions_tonnes_CO2_bau"] ≈ 1166.19 atol=1 @test results["Site"]["lifecycle_emissions_from_fuelburn_tonnes_CO2"] ≈ 0.0 atol=1 # 0.0 @test results["Site"]["lifecycle_emissions_from_fuelburn_tonnes_CO2_bau"] ≈ 0.0 atol=1 # 0.0 @@ -2168,7 +2262,8 @@ else # run HiGHS tests ("max_ton", 600.0), ("cop_thermal", 0.7), ("installed_cost_per_ton", 500.0), - ("om_cost_per_ton", 0.5) + ("om_cost_per_ton", 0.5), + ("heating_load_input", "SpaceHeating") ]) # Add Hot TES @@ -2264,6 +2359,110 @@ else # run HiGHS tests end + @testset "Process Heat Load" begin + d = JSON.parsefile("./scenarios/process_heat.json") + + # Test set 1: Boiler has free fuel, no emissions, and serves all heating load. + d["Boiler"]["fuel_cost_per_mmbtu"] = 0.0 + s = Scenario(d) + p = REoptInputs(s) + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, p) + @test results["Boiler"]["size_mmbtu_per_hour"] ≈ 24.0 atol=0.1 + @test results["Boiler"]["annual_thermal_production_mmbtu"] ≈ 210240.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test results["ExistingBoiler"]["annual_thermal_production_mmbtu"] ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test results["ElectricUtility"]["annual_energy_supplied_kwh"] ≈ 0.0 atol=0.1 + + #Test set 2: Boiler only serves process heat + d["Boiler"]["can_serve_dhw"] = false + d["Boiler"]["can_serve_space_heating"] = false + d["Boiler"]["can_serve_process_heat"] = true + s = Scenario(d) + p = REoptInputs(s) + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, p) + @test results["Boiler"]["size_mmbtu_per_hour"] ≈ 8.0 atol=0.1 + @test results["Boiler"]["annual_thermal_production_mmbtu"] ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test results["ExistingBoiler"]["annual_thermal_production_mmbtu"] ≈ 140160.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + + #Test set 3: Boiler cannot serve process heat but serves DHW, space heating + d["Boiler"]["can_serve_dhw"] = true + d["Boiler"]["can_serve_space_heating"] = true + d["Boiler"]["can_serve_process_heat"] = false + s = Scenario(d) + p = REoptInputs(s) + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, p) + @test results["Boiler"]["size_mmbtu_per_hour"] ≈ 16.0 atol=0.1 + @test results["Boiler"]["annual_thermal_production_mmbtu"] ≈ 140160.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test results["ExistingBoiler"]["annual_thermal_production_mmbtu"] ≈ 70080.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + + #Test set 4: Fuel expensive, but ExistingBoiler is retired + d["Boiler"]["can_serve_dhw"] = true + d["Boiler"]["can_serve_space_heating"] = true + d["Boiler"]["can_serve_process_heat"] = true + d["Boiler"]["fuel_cost_per_mmbtu"] = 30.0 + d["ExistingBoiler"]["retire_in_optimal"] = true + s = Scenario(d) + p = REoptInputs(s) + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, p) + @test results["Boiler"]["size_mmbtu_per_hour"] ≈ 24.0 atol=0.1 + @test results["Boiler"]["annual_thermal_production_mmbtu"] ≈ 210240.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test results["ExistingBoiler"]["annual_thermal_production_mmbtu"] ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + + #Test set 5: Fuel expensive, ExistingBoiler not retired + d["ExistingBoiler"]["retire_in_optimal"] = false + s = Scenario(d) + p = REoptInputs(s) + m = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt(m, p) + @test results["Boiler"]["size_mmbtu_per_hour"] ≈ 0.0 atol=0.1 + @test results["Boiler"]["annual_thermal_production_mmbtu"] ≈ 0.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test sum(results["Boiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 0.0 atol=0.1 + @test results["ExistingBoiler"]["annual_thermal_production_mmbtu"] ≈ 210240.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_dhw_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_space_heating_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + @test sum(results["ExistingBoiler"]["thermal_to_process_heat_load_series_mmbtu_per_hour"]) ≈ 70080.0 atol=0.1 + + # Test 6: reduce emissions by half, get half the new boiler size + d["Site"]["CO2_emissions_reduction_min_fraction"] = 0.50 + s = Scenario(d) + p = REoptInputs(s) + m1 = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + m2 = Model(optimizer_with_attributes(HiGHS.Optimizer, "output_flag" => false, "log_to_console" => false)) + results = run_reopt([m1,m2], p) + @test results["Boiler"]["size_mmbtu_per_hour"] ≈ 12.0 atol=0.1 + @test results["Boiler"]["annual_thermal_production_mmbtu"] ≈ 105120.0 atol=0.1 + @test results["ExistingBoiler"]["annual_thermal_production_mmbtu"] ≈ 105120.0 atol=0.1 + end + @testset "Custom REopt logger" begin # Throw a handled error diff --git a/test/scenarios/electric_heater.json b/test/scenarios/electric_heater.json index 67e752f90..11c171275 100644 --- a/test/scenarios/electric_heater.json +++ b/test/scenarios/electric_heater.json @@ -7,7 +7,10 @@ "production_type": "steam", "efficiency": 0.8, "fuel_type": "natural_gas", - "fuel_cost_per_mmbtu": 10 + "fuel_cost_per_mmbtu": 10, + "can_serve_dhw": true, + "can_serve_space_heating": true, + "can_serve_process_heat": true }, "ElectricHeater": { "min_mmbtu_per_hour": 0.0, @@ -17,7 +20,10 @@ "om_cost_per_mmbtu_per_hour": 0.0, "macrs_option_years": 0, "macrs_bonus_fraction": 0.0, - "can_supply_steam_turbine": false + "can_supply_steam_turbine": false, + "can_serve_dhw": true, + "can_serve_space_heating": true, + "can_serve_process_heat": false }, "Financial": { "om_cost_escalation_rate_fraction": 0.025, @@ -43,5 +49,8 @@ }, "ElectricTariff": { "monthly_energy_rates": [0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1,0.1] + }, + "HotThermalStorage":{ + "max_gal":2500 } } \ No newline at end of file diff --git a/test/scenarios/net_metering.json b/test/scenarios/net_metering.json new file mode 100644 index 000000000..ee75d1959 --- 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b/test/scenarios/outage.json index 26e4c0cfa..defb09a16 100644 --- a/test/scenarios/outage.json +++ b/test/scenarios/outage.json @@ -12,22 +12,29 @@ "fuel_avail_gal": 660, "installed_cost_per_kw": 500.0, "existing_kw": 0.0, + "min_kw": 100.0, + "max_kw": 100.0, "min_turn_down_fraction": 0.0, "only_runs_during_grid_outage": true, "sells_energy_back_to_grid": false, "om_cost_per_kw": 10.0, "fuel_cost_per_gallon": 3.0, - "electric_efficiency_full_load": 0.3233 + "electric_efficiency_full_load": 0.3233, + "electric_efficiency_half_load": 0.3233 }, "CHP": { "thermal_efficiency_full_load": 0.0, "prime_mover": "recip_engine", "fuel_cost_per_mmbtu": 12.0, - "min_kw": 150.0, - "max_kw": 150.0 + "min_kw": 100.0, + "max_kw": 100.0, + "electric_efficiency_full_load": 0.35, + "electric_efficiency_half_load": 0.35 }, "PV": { - "existing_kw": 3580.54, + "existing_kw": 0.0, + "min_kw": 100.0, + "max_kw": 100.0, "array_type": 0, "installed_cost_per_kw": 1600, "om_cost_per_kw": 16, @@ -36,17 +43,11 @@ 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"max_kwh": 50.0 }, "Financial": { "value_of_lost_load_per_kwh": 100.0, @@ -66,7 +71,7 @@ "owner_discount_rate_fraction": 0.1, "offtaker_discount_rate_fraction": 0.03, "elec_cost_escalation_rate_fraction": 0.023, - "microgrid_upgrade_cost_fraction": 0.3, + "microgrid_upgrade_cost_fraction": 0.0, "existing_boiler_fuel_cost_escalation_rate_fraction": 0.034, "boiler_fuel_cost_escalation_rate_fraction": 0.034, "chp_fuel_cost_escalation_rate_fraction": 0.034, diff --git a/test/scenarios/outages_gen_pv_wind_stor.json b/test/scenarios/outages_gen_pv_wind_stor.json index 940057dd8..c7c443220 100644 --- a/test/scenarios/outages_gen_pv_wind_stor.json +++ b/test/scenarios/outages_gen_pv_wind_stor.json @@ -1,11 +1,11 @@ { "Financial": {"analysis_years": 25, "elec_cost_escalation_rate_fraction": 0.023, "offtaker_discount_rate_fraction": 0.03, "offtaker_tax_rate_fraction": 0.0, "om_cost_escalation_rate_fraction": 0.025, "owner_discount_rate_fraction": 0.1, "owner_tax_rate_fraction": 0.26, 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"emissions_factor_lb_CO2_per_gal": 22.51, "emissions_factor_lb_NOx_per_gal": 0.0775544, "emissions_factor_lb_SO2_per_gal": 0.040020476, "emissions_factor_lb_PM25_per_gal": 0.0, "replacement_year": 25, "replace_cost_per_kw": 0.0} + "ElectricStorage": {"min_kw": 100.0, "max_kw": 100.0, "min_kwh": 100.0, "max_kwh": 100.0, "internal_efficiency_fraction": 0.975, "inverter_efficiency_fraction": 0.96, "rectifier_efficiency_fraction": 0.96, "soc_min_fraction": 0.2, "soc_min_applies_during_outages": true, "soc_init_fraction": 0.5, "can_grid_charge": false, "installed_cost_per_kw": 840.0, "installed_cost_per_kwh": 420.0, "replace_cost_per_kw": 410.0, "replace_cost_per_kwh": 200.0, "inverter_replacement_year": 10, "battery_replacement_year": 10, "macrs_option_years": 5, "macrs_bonus_fraction": 1.0, "macrs_itc_reduction": 0.5, "total_itc_fraction": 0.26, "total_rebate_per_kw": 0.0, "total_rebate_per_kwh": 0.0}, + "Generator": {"existing_kw": 0.0, "min_kw": 100.0, "max_kw": 100.0, "installed_cost_per_kw": 500.0, "om_cost_per_kw": 10.0, "om_cost_per_kwh": 0.0, "fuel_cost_per_gallon": 3.0, "electric_efficiency_half_load": 0.32329, "electric_efficiency_full_load": 0.32329, "fuel_avail_gal": 660.0, "min_turn_down_fraction": 0.0, "only_runs_during_grid_outage": true, "sells_energy_back_to_grid": false, "macrs_option_years": 0, "macrs_bonus_fraction": 1.0, "macrs_itc_reduction": 0.0, "federal_itc_fraction": 0.0, "state_ibi_fraction": 0.0, "state_ibi_max": 10000000000.0, "utility_ibi_fraction": 0.0, "utility_ibi_max": 10000000000.0, "federal_rebate_per_kw": 0.0, "state_rebate_per_kw": 0.0, "state_rebate_max": 10000000000.0, "utility_rebate_per_kw": 0.0, "utility_rebate_max": 10000000000.0, "production_incentive_per_kwh": 0.0, "production_incentive_max_benefit": 1000000000.0, "production_incentive_years": 0, "production_incentive_max_kw": 0.0, "can_net_meter": false, "can_wholesale": false, "can_export_beyond_nem_limit": false, "can_curtail": false, "fuel_renewable_energy_fraction": 0.0, "emissions_factor_lb_CO2_per_gal": 22.51, "emissions_factor_lb_NOx_per_gal": 0.0775544, "emissions_factor_lb_SO2_per_gal": 0.040020476, "emissions_factor_lb_PM25_per_gal": 0.0, "replacement_year": 25, "replace_cost_per_kw": 0.0} } \ No newline at end of file diff --git a/test/scenarios/process_heat.json b/test/scenarios/process_heat.json new file mode 100644 index 000000000..f56436420 --- /dev/null +++ b/test/scenarios/process_heat.json @@ -0,0 +1,63 @@ +{ + "ElectricTariff": { + "monthly_energy_rates": [ + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1, + 0.1 + ] + }, + "DomesticHotWaterLoad": { + "annual_mmbtu": 87600.0, + "doe_reference_name": "FlatLoad" + }, + "Site": { + "latitude": 37.78, + "CO2_emissions_reduction_max_fraction": 1.0, + "longitude": -122.45, + "CO2_emissions_reduction_min_fraction": 0.0 + }, + "ElectricLoad": { + "annual_kwh": 0.0, + "doe_reference_name": "FlatLoad" + }, + "ProcessHeatLoad": { + "annual_mmbtu": 87600.0 + }, + "Boiler": { + "min_mmbtu_per_hour": 0.0, + "fuel_cost_per_mmbtu": 30.0, + "max_mmbtu_per_hour": 35.0, + "om_cost_per_mmbtu_per_hour": 10000.0, + "can_serve_process_heat": true, + "emissions_factor_lb_CO2_per_mmbtu": 0.0, + "fuel_type": "landfill_bio_gas", + "efficiency": 0.8, + "installed_cost_per_mmbtu_per_hour": 40000.0, + "can_supply_steam_turbine": true, + "can_serve_dhw": true, + "can_serve_space_heating": true + }, + "SpaceHeatingLoad": { + "annual_mmbtu": 87600.0, + "doe_reference_name": "FlatLoad" + }, + "ExistingBoiler": { + "can_serve_space_heating": true, + "fuel_cost_per_mmbtu": 10.0, + "fuel_type": "natural_gas", + "efficiency": 0.8, + "can_serve_process_heat": true, + "max_thermal_factor_on_peak_load": 50.0, + "can_serve_dhw": true, + "production_type": "steam" + } +} \ No newline at end of file diff --git a/test/scenarios/re_emissions_elec_only.json b/test/scenarios/re_emissions_elec_only.json index 20f230c50..8c56f8700 100644 --- a/test/scenarios/re_emissions_elec_only.json +++ b/test/scenarios/re_emissions_elec_only.json @@ -48,7 +48,7 @@ "production_incentive_max_benefit": 0.0, "state_ibi_fraction": 0.0, "electric_efficiency_full_load": 0.349006, - "electric_efficiency_half_load": 0.326729, + "electric_efficiency_half_load": 0.349006, "only_runs_during_grid_outage": true, "state_rebate_per_kw": 0.0, "installed_cost_per_kw": 600.0, @@ -83,7 +83,7 @@ "critical_load_fraction": 0.8, "loads_kw_is_net": false, "year": 2017, - "doe_reference_name": "MidriseApartment", + "doe_reference_name": "FlatLoad", "annual_kwh": 100000 }, "ElectricStorage": { diff --git a/test/scenarios/re_emissions_with_thermal.json b/test/scenarios/re_emissions_with_thermal.json index c6f6ae21e..5babe50b8 100644 --- a/test/scenarios/re_emissions_with_thermal.json +++ b/test/scenarios/re_emissions_with_thermal.json @@ -102,10 +102,14 @@ "fuel_type": "natural_gas", "fuel_cost_per_mmbtu": 8.0, "can_supply_steam_turbine": true, - "fuel_renewable_energy_fraction": 0.3 + "fuel_renewable_energy_fraction": 0.3, + "can_serve_dhw": true, + "can_serve_space_heating": true }, "HotThermalStorage": { "min_gal": 50000.0, - "max_gal": 50000.0 + "max_gal": 50000.0, + "can_serve_dhw": true, + "can_serve_space_heating": true } } diff --git a/test/scenarios/tiered_rate.json b/test/scenarios/tiered_energy_rate.json similarity index 100% rename from test/scenarios/tiered_rate.json rename to test/scenarios/tiered_energy_rate.json diff --git a/test/scenarios/tiered_tou_demand.json b/test/scenarios/tiered_tou_demand.json new file mode 100644 index 000000000..52308bdb9 --- /dev/null +++ b/test/scenarios/tiered_tou_demand.json @@ -0,0 +1,1300 @@ +{ + "Site": { + "longitude": -118.1164613, + "latitude": 34.5794343 + }, + "ElectricLoad": { + "doe_reference_name": "FlatLoad", + "annual_kwh": 1000000.0 + }, + "ElectricTariff": { + "urdb_response": { + "energyweekdayschedule": [ + [ + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 0, + 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"./scenarios/tiered_energy_rate.json") @test results["ElectricTariff"]["year_one_energy_cost_before_tax"] ≈ 2342.88 urdb_label = "59bc22705457a3372642da67" # tiered monthly demand rate diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 895c28062..c368d88b4 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -566,7 +566,7 @@ end @testset "Tiered Energy" begin m = Model(optimizer_with_attributes(Xpress.Optimizer, "OUTPUTLOG" => 0)) - results = run_reopt(m, "./scenarios/tiered_rate.json") + results = run_reopt(m, "./scenarios/tiered_energy_rate.json") @test results["ElectricTariff"]["year_one_energy_cost_before_tax"] ≈ 2342.88 @test results["ElectricUtility"]["annual_energy_supplied_kwh"] ≈ 24000.0 atol=0.1 @test results["ElectricLoad"]["annual_calculated_kwh"] ≈ 24000.0 atol=0.1 @@ -652,7 +652,7 @@ end # # tiered monthly demand rate TODO: expected results? # m = Model(optimizer_with_attributes(Xpress.Optimizer, "OUTPUTLOG" => 0)) - # data = JSON.parsefile("./scenarios/tiered_rate.json") + # data = JSON.parsefile("./scenarios/tiered_energy_rate.json") # data["ElectricTariff"]["urdb_label"] = "59bc22705457a3372642da67" # s = Scenario(data) # inputs = REoptInputs(s) @@ -666,7 +666,7 @@ end d["Site"]["latitude"] = 30.2672 d["Site"]["longitude"] = -97.7431 scen = Scenario(d) - @test scen.financial.NOx_grid_cost_per_tonne ≈ 4534.032470 atol=0.1 + @test scen.financial.NOx_grid_cost_per_tonne ≈ 5510.61 atol=0.1 end @testset "Wind" begin