From be8dc77829d8459099b213db38849a409c45f26f Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Wed, 30 Aug 2023 10:05:07 -0600 Subject: [PATCH 01/23] Update WWHP costing and defaults --- src/core/ghp.jl | 39 +++++++++++++++++++++++----- src/core/reopt_inputs.jl | 55 +++++++++++++++++++++++++++++----------- src/core/scenario.jl | 3 ++- src/results/ghp.jl | 16 +++++++++--- 4 files changed, 88 insertions(+), 25 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index cc4fd14aa..07da38d42 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -87,6 +87,8 @@ struct with outer constructor: Base.@kwdef mutable struct GHP <: AbstractGHP require_ghp_purchase::Union{Bool, Int64} = false # 0 = false, 1 = true installed_cost_heatpump_per_ton::Float64 = 1075.0 + installed_cost_wwhp_heating_pump_per_ton::Float64 = 1075.0 + installed_cost_wwhp_cooling_pump_per_ton::Float64 = 1075.0 heatpump_capacity_sizing_factor_on_peak_load::Float64 = 1.1 installed_cost_ghx_per_ft::Float64 = 14.0 installed_cost_building_hydronic_loop_per_sqft = 1.70 @@ -119,11 +121,16 @@ Base.@kwdef mutable struct GHP <: AbstractGHP cooling_thermal_kw::Vector{Float64} = [] yearly_electric_consumption_kw::Vector{Float64} = [] peak_combined_heatpump_thermal_ton::Float64 = NaN + heat_pump_configuration::String = "" # Intermediate parameters for cost processing tech_sizes_for_cost_curve::Union{Float64, AbstractVector{Float64}} = NaN installed_cost_per_kw::Union{Float64, AbstractVector{Float64}} = NaN - heatpump_capacity_ton::Float64 = NaN + wwhp_heating_pump_installed_cost_curve::Union{Float64, AbstractVector{Float64}} = NaN + wwhp_cooling_pump_installed_cost_curve::Union{Float64, AbstractVector{Float64}} = NaN + heatpump_capacity_ton::Float64 = 0 + wwhp_heating_pump_capacity_ton::Float64 = 0 + wwhp_cooling_pump_capacity_ton::Float64 = 0 # Process and populate these parameters needed more directly by the model om_cost_year_one::Float64 = NaN @@ -136,6 +143,7 @@ function GHP(response::Dict, d::Dict) ghp.heating_thermal_kw = response["inputs"]["heating_thermal_load_mmbtu_per_hr"] * KWH_PER_MMBTU ghp.cooling_thermal_kw = response["inputs"]["cooling_thermal_load_ton"] * KWH_THERMAL_PER_TONHOUR # Outputs of GhpGhx.jl + ghp.heat_pump_configuration = response["outputs"]["heat_pump_configuration"] ghp.yearly_electric_consumption_kw = response["outputs"]["yearly_total_electric_consumption_series_kw"] ghp.peak_combined_heatpump_thermal_ton = response["outputs"]["peak_combined_heatpump_thermal_ton"] @@ -167,7 +175,13 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) big_number = 1.0e10 # GHX and GHP sizing metrics for cost calculations total_ghx_ft = response["outputs"]["number_of_boreholes"] * response["outputs"]["length_boreholes_ft"] - heatpump_peak_ton = response["outputs"]["peak_combined_heatpump_thermal_ton"] + + if ghp.heat_pump_configuration == "WSHP" + heatpump_peak_ton = response["outputs"]["peak_combined_heatpump_thermal_ton"] + elseif ghp.heat_pump_configuration == "WWHP" + wwhp_heating_pump_peak_ton = response["outputs"]["peak_heating_heatpump_thermal_ton"] + wwhp_cooling_pump_peak_ton = response["outputs"]["peak_cooling_heatpump_thermal_ton"] + end # Use initial cost curve to leverage existing incentives-based cost curve method in data_manager # The GHX and hydronic loop cost are the y-intercepts ([$]) of the cost for each design @@ -179,14 +193,27 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) # the initial slope is based on the heat pump size (e.g. $/ton) of the cost curve for # building a rebate-based cost curve if there are less-than big_number maximum incentives ghp.tech_sizes_for_cost_curve = [0.0, big_number] - ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost, - ghp.installed_cost_heatpump_per_ton] + + if ghp.heat_pump_configuration == "WSHP" + ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost, + ghp.installed_cost_heatpump_per_ton] + elseif ghp.heat_pump_configuration == "WWHP" + ghp.wwhp_heating_pump_installed_cost_curve = [ghx_cost + hydronic_loop_cost, + ghp.installed_cost_wwhp_heating_pump_per_ton] + ghp.wwhp_cooling_pump_installed_cost_curve = [ghx_cost + hydronic_loop_cost, + ghp.installed_cost_wwhp_cooling_pump_per_ton] + end # Using a separate call to _get_REopt_cost_curve in data_manager for "ghp" (not included in "available_techs") # and then use the value below for heat pump capacity to calculate the final absolute cost for GHP - # Use this with the cost curve to determine absolute cost - ghp.heatpump_capacity_ton = heatpump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + if ghp.heat_pump_configuration == "WSHP" + # Use this with the cost curve to determine absolute cost + ghp.heatpump_capacity_ton = heatpump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + elseif ghp.heat_pump_configuration == "WWHP" + ghp.wwhp_heating_pump_capacity_ton = wwhp_heating_pump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + ghp.wwhp_cooling_pump_capacity_ton = wwhp_cooling_pump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + end end function setup_om_cost!(ghp::GHP) diff --git a/src/core/reopt_inputs.jl b/src/core/reopt_inputs.jl index d402b409c..8e958cf5d 100644 --- a/src/core/reopt_inputs.jl +++ b/src/core/reopt_inputs.jl @@ -1004,23 +1004,26 @@ function setup_ghp_inputs(s::AbstractScenario, time_steps, time_steps_without_gr ghp_electric_consumption_kw = zeros(num, length(time_steps)) if num > 0 require_ghp_purchase = s.ghp_option_list[1].require_ghp_purchase # This does not change with the number of options + for (i, option) in enumerate(s.ghp_option_list) - ghp_cap_cost_slope, ghp_cap_cost_x, ghp_cap_cost_yint, ghp_n_segments = cost_curve(option, s.financial) - ghp_size_ton = option.heatpump_capacity_ton - seg = 0 - if ghp_size_ton <= ghp_cap_cost_x[1] - seg = 1 - elseif ghp_size_ton > ghp_cap_cost_x[end] - seg = ghp_n_segments - else - for n in 2:(ghp_n_segments+1) - if (ghp_size_ton > ghp_cap_cost_x[n-1]) && (ghp_size_ton <= ghp_cap_cost_x[n]) - seg = n - break - end - end + if option.heat_pump_configuration == "WSHP" + fixed_cost, variable_cost = get_ghp_installed_cost(option, s.financial, option.heatpump_capacity_ton) + ghp_installed_cost[i] = fixed_cost + variable_cost + + elseif option.heat_pump_configuration == "WWHP" + temp = option.installed_cost_per_kw + option.installed_cost_per_kw = option.wwhp_heating_pump_installed_cost_curve + fixed_cost_heating, variable_cost_heating = get_ghp_installed_cost(option, s.financial, option.wwhp_heating_pump_capacity_ton) + ghp_installed_cost_heating = 0.5 * fixed_cost_heating + variable_cost_heating + + option.installed_cost_per_kw = option.wwhp_cooling_pump_installed_cost_curve + fixed_cost_cooling, variable_cost_cooling = get_ghp_installed_cost(option, s.financial, option.wwhp_cooling_pump_capacity_ton) + option.installed_cost_per_kw = temp + ghp_installed_cost_cooling = 0.5 * fixed_cost_cooling + variable_cost_cooling + + ghp_installed_cost[i] = ghp_installed_cost_heating + ghp_installed_cost_cooling end - ghp_installed_cost[i] = ghp_cap_cost_yint[seg-1] + ghp_size_ton * ghp_cap_cost_slope[seg-1] + ghp_om_cost_year_one[i] = option.om_cost_year_one heating_thermal_load = s.space_heating_load.loads_kw + s.dhw_load.loads_kw # Using minimum of thermal load and ghp-serving load to avoid small negative net loads @@ -1061,4 +1064,26 @@ function setup_operating_reserve_fraction(s::AbstractScenario, techs_operating_r techs_operating_reserve_req_fraction["Wind"] = s.wind.operating_reserve_required_fraction return nothing +end + +function get_ghp_installed_cost(option::AbstractTech, financial::Financial, ghp_size_ton::Float64) + + ghp_cap_cost_slope, ghp_cap_cost_x, ghp_cap_cost_yint, ghp_n_segments = cost_curve(option, financial) + seg = 0 + if ghp_size_ton <= ghp_cap_cost_x[1] + seg = 2 + elseif ghp_size_ton > ghp_cap_cost_x[end] + seg = ghp_n_segments+1 + else + for n in 2:(ghp_n_segments+1) + if (ghp_size_ton > ghp_cap_cost_x[n-1]) && (ghp_size_ton <= ghp_cap_cost_x[n]) + seg = n + break + end + end + end + fixed_cost = ghp_cap_cost_yint[seg-1] + variable_cost = ghp_size_ton * ghp_cap_cost_slope[seg-1] + + return fixed_cost, variable_cost end \ No newline at end of file diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 1048a42d6..86d0d83a2 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -514,7 +514,8 @@ function Scenario(d::Dict; flex_hvac_from_json=false) # end catch throw(@error("The GhpGhx package was not added (add https://github.com/NREL/GhpGhx.jl) or - loaded (using GhpGhx) to the active Julia environment")) + loaded (using GhpGhx) to the active Julia environment, or an error occurred during the call + to the GhpGhx.jl package.")) end end # If ghpghx_responses is included in inputs, do NOT run GhpGhx.jl model and use already-run ghpghx result as input to REopt diff --git a/src/results/ghp.jl b/src/results/ghp.jl index d9bf15c70..568340c5c 100644 --- a/src/results/ghp.jl +++ b/src/results/ghp.jl @@ -46,10 +46,21 @@ function add_ghp_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n="") @expression(m, GHPOptionChosen, sum(g * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options)) ghp_option_chosen = convert(Int64, value(GHPOptionChosen)) r["ghp_option_chosen"] = ghp_option_chosen + # r["size_heat_pump_ton"] = 0.0 + # r["size_wwhp_heating_pump_ton"] = 0.0 + # r["size_wwhp_cooling_pump_ton"] = 0.0 if ghp_option_chosen >= 1 r["ghpghx_chosen_outputs"] = p.s.ghp_option_list[ghp_option_chosen].ghpghx_response["outputs"] - r["size_heat_pump_ton"] = r["ghpghx_chosen_outputs"]["peak_combined_heatpump_thermal_ton"] * - p.s.ghp_option_list[ghp_option_chosen].heatpump_capacity_sizing_factor_on_peak_load + + if r["ghpghx_chosen_outputs"]["heat_pump_configuration"] == "WSHP" + r["size_heat_pump_ton"] = r["ghpghx_chosen_outputs"]["peak_combined_heatpump_thermal_ton"] * + p.s.ghp_option_list[ghp_option_chosen].heatpump_capacity_sizing_factor_on_peak_load + elseif r["ghpghx_chosen_outputs"]["heat_pump_configuration"] == "WWHP" + r["size_wwhp_heating_pump_ton"] = r["ghpghx_chosen_outputs"]["peak_heating_heatpump_thermal_ton"] * + p.s.ghp_option_list[ghp_option_chosen].heatpump_capacity_sizing_factor_on_peak_load + r["size_wwhp_cooling_pump_ton"] = r["ghpghx_chosen_outputs"]["peak_cooling_heatpump_thermal_ton"] * + p.s.ghp_option_list[ghp_option_chosen].heatpump_capacity_sizing_factor_on_peak_load + end @expression(m, HeatingThermalReductionWithGHP[ts in p.time_steps], sum(p.space_heating_thermal_load_reduction_with_ghp_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options)) r["space_heating_thermal_load_reduction_with_ghp_mmbtu_per_hour"] = round.(value.(HeatingThermalReductionWithGHP) ./ KWH_PER_MMBTU, digits=3) @@ -58,7 +69,6 @@ function add_ghp_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n="") r["cooling_thermal_load_reduction_with_ghp_ton"] = round.(value.(CoolingThermalReductionWithGHP) ./ KWH_THERMAL_PER_TONHOUR, digits=3) else r["ghpghx_chosen_outputs"] = Dict() - r["size_heat_pump_ton"] = 0.0 r["space_heating_thermal_load_reduction_with_ghp_mmbtu_per_hour"] = zeros(length(p.time_steps)) r["cooling_thermal_load_reduction_with_ghp_ton"] = zeros(length(p.time_steps)) end From 5581660414b35eb7a08f9e6e472794133e080e11 Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Tue, 5 Sep 2023 11:48:47 -0600 Subject: [PATCH 02/23] Remove hydronic loop costs from centralized GHP --- src/core/ghp.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 07da38d42..278e4e91e 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -198,9 +198,9 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost, ghp.installed_cost_heatpump_per_ton] elseif ghp.heat_pump_configuration == "WWHP" - ghp.wwhp_heating_pump_installed_cost_curve = [ghx_cost + hydronic_loop_cost, + ghp.wwhp_heating_pump_installed_cost_curve = [ghx_cost, ghp.installed_cost_wwhp_heating_pump_per_ton] - ghp.wwhp_cooling_pump_installed_cost_curve = [ghx_cost + hydronic_loop_cost, + ghp.wwhp_cooling_pump_installed_cost_curve = [ghx_cost, ghp.installed_cost_wwhp_cooling_pump_per_ton] end From 30c15c0856596d21363ac26ce6511c77faeba00b Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Thu, 7 Sep 2023 12:04:57 -0600 Subject: [PATCH 03/23] Update ghpghx_response json for GHP test --- test/scenarios/ghpghx_response.json | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/test/scenarios/ghpghx_response.json b/test/scenarios/ghpghx_response.json index 7ec930a31..1b7638c2d 100644 --- a/test/scenarios/ghpghx_response.json +++ b/test/scenarios/ghpghx_response.json @@ -1 +1 @@ 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\ No newline at end of file From 050bc526a181e8723980dfd047b20d548d90649e Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Tue, 19 Sep 2023 19:44:10 -0400 Subject: [PATCH 04/23] Add hybrid GHP --- src/core/ghp.jl | 8 +++++++ src/core/scenario.jl | 51 +++++++++++++++++++++++++++++++++++++++----- 2 files changed, 54 insertions(+), 5 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index cc4fd14aa..9e11a9b7b 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -233,3 +233,11 @@ function assign_thermal_factor!(d::Dict, heating_or_cooling::String) # Return this data for informational purposes return nearest_city, climate_zone end + +function call_ghpghx(ghpghx_inputs::Dict) + # Call GhpGhx.jl to size GHP and GHX + results, inputs_params = GhpGhx.ghp_model(ghpghx_inputs) + # Create a dictionary of the results data needed for REopt + ghpghx_results = GhpGhx.get_results_for_reopt(results, inputs_params) + return ghpghx_results +end \ No newline at end of file diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 1048a42d6..b6ca87263 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -474,6 +474,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) for i in 1:number_of_ghpghx ghpghx_inputs = d["GHP"]["ghpghx_inputs"][i] + d["GHP"]["ghpghx_inputs"][i]["ambient_temperature_f"] = ambient_temp_degF # Only SpaceHeating portion of Heating Load gets served by GHP, unless allowed by can_serve_dhw if get(ghpghx_inputs, "heating_thermal_load_mmbtu_per_hr", []) in [nothing, []] @@ -486,6 +487,46 @@ function Scenario(d::Dict; flex_hvac_from_json=false) if get(ghpghx_inputs, "cooling_thermal_load_ton", []) in [nothing, []] ghpghx_inputs["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR end + + ## Deal with hybrid + hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) + + if hybrid_ghx_sizing_method == "Automatic" + determine_heat_cool_post = deepcopy(ghpghx_inputs) + determine_heat_cool_post["simulation_years"] = 2 + determine_heat_cool_post["max_sizing_iterations"] = 1 + + # Call GhpGhx.jl to size GHP and GHX + @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" + determine_heat_cool_results_resp_dict = call_ghpghx(ghpghx_inputs) + @info "Automatic hybrid GHX sizing complete using GhpGhx.jl" + + temp_diff = determine_heat_cool_results_resp_dict["outputs"]["end_of_year_ghx_lft_f"][1] - determine_heat_cool_results_resp_dict["outputs"]["end_of_year_ghx_lft_f"][0] + + hybrid_sizing_flag = 1.0 # non hybrid + if temp_diff > 0 + hybrid_sizing_flag = -2.0 #heating + elseif temp_diff < 0 + hybrid_sizing_flag = -1.0 #cooling + else + #TODO what if temp_diff equal to 0? + nothing + end + ghpghx_inputs["hybrid_sizing_flag"] = hybrid_sizing_flag + + elseif hybrid_ghx_sizing_method == "Fractional" + ghpghx_inputs["hybrid_sizing_flag"] = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) + else + @warn "Unknown hybrid GHX sizing model provided" + end + + aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) + if aux_heater_type == "electric" + ghpghx_inputs["is_heating_electric"] = true + else + ghpghx_inputs["is_heating_electric"] = false + end + # This code calls GhpGhx.jl module functions and is only available if we load in the GhpGhx package try # Update ground thermal conductivity based on climate zone if not user-input @@ -494,13 +535,13 @@ function Scenario(d::Dict; flex_hvac_from_json=false) nearest_city, climate_zone = find_ashrae_zone_city(d["Site"]["latitude"], d["Site"]["longitude"]; get_zone=true) ghpghx_inputs["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] end + # Call GhpGhx.jl to size GHP and GHX - @info "Starting GhpGhx.jl" #with timeout of $(timeout) seconds..." - results, inputs_params = GhpGhx.ghp_model(ghpghx_inputs) - # Create a dictionary of the results data needed for REopt - ghpghx_results = GhpGhx.get_results_for_reopt(results, inputs_params) - ghpghx_response = Dict([("inputs", ghpghx_inputs), ("outputs", ghpghx_results)]) + @info "Starting GhpGhx.jl" + ghpghx_results = call_ghpghx(ghpghx_inputs) @info "GhpGhx.jl model solved" #with status $(results["status"])." + + ghpghx_response = Dict([("inputs", ghpghx_inputs), ("outputs", ghpghx_results)]) ghp_inputs_removed_ghpghx_params = deepcopy(d["GHP"]) for param in ["ghpghx_inputs", "ghpghx_responses", "ghpghx_response_uuids"] if haskey(d["GHP"], param) From 766d3e6f0441dcf1a754daec000c20c9d5f89d6f Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 21 Sep 2023 08:42:45 -0400 Subject: [PATCH 05/23] Add hybrid GHP sizing methods Fractional method works (to be validated), automatic method doesnt work yet. --- src/core/ghp.jl | 39 ++++++++++++++++++++++++++++++++++++--- src/core/scenario.jl | 31 ++++++++++++++++++++++++------- 2 files changed, 60 insertions(+), 10 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 9e11a9b7b..76b6fd144 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -84,6 +84,9 @@ struct with outer constructor: om_cost_year_one::Float64 = NaN ``` """ + + + Base.@kwdef mutable struct GHP <: AbstractGHP require_ghp_purchase::Union{Bool, Int64} = false # 0 = false, 1 = true installed_cost_heatpump_per_ton::Float64 = 1075.0 @@ -97,6 +100,12 @@ Base.@kwdef mutable struct GHP <: AbstractGHP ghpghx_response::Dict = Dict() can_serve_dhw::Bool = false + aux_heater_type::String = "electric" + hybrid_ghx_sizing_method::Bool = false + aux_heater_installed_cost_per_mmbtu_per_hr::Float64 = 26000.00 + aux_cooler_installed_cost_per_ton::Float64 = 400.00 + aux_unit_capacity_sizing_factor_on_peak_load::Float64 = 1.2 + macrs_option_years::Int = 5 macrs_bonus_fraction::Float64 = 0.8 macrs_itc_reduction::Float64 = 0.5 @@ -132,6 +141,19 @@ end function GHP(response::Dict, d::Dict) ghp = GHP(; ghpghx_response = response, dictkeys_tosymbols(d)...) + + if !(0 <= ghp.aux_cooler_installed_cost_per_ton <= 1.0e6) + @error "out of bounds aux_cooler_installed_cost_per_ton" + end + + if !(0 <= ghp.aux_heater_installed_cost_per_mmbtu_per_hr <= 1.0e6) + @error "out of bounds aux_heater_installed_cost_per_mmbtu_per_hr" + end + + if !(1.0 <= ghp.aux_unit_capacity_sizing_factor_on_peak_load <= 5.0) + @error "out of bounds aux_unit_capacity_sizing_factor_on_peak_load" + end + # Inputs of GhpGhx.jl, which are still needed in REopt ghp.heating_thermal_kw = response["inputs"]["heating_thermal_load_mmbtu_per_hr"] * KWH_PER_MMBTU ghp.cooling_thermal_kw = response["inputs"]["cooling_thermal_load_ton"] * KWH_THERMAL_PER_TONHOUR @@ -174,13 +196,25 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) ghx_cost = total_ghx_ft * ghp.installed_cost_ghx_per_ft hydronic_loop_cost = ghp.building_sqft * ghp.installed_cost_building_hydronic_loop_per_sqft + aux_heater_cost = 0.0 + aux_cooler_cost = 0.0 + if ghp.hybrid_ghx_sizing_method + aux_heater_cost = ghp.aux_heater_installed_cost_per_mmbtu_per_hr* + response["outputs"]["peak_aux_heater_thermal_production_mmbtu_per_hour"]* + ghp.aux_unit_capacity_sizing_factor_on_peak_load + + aux_cooler_cost = ghp.aux_cooler_installed_cost_per_ton* + response["outputs"]["peak_aux_cooler_thermal_production_ton"]* + ghp.aux_unit_capacity_sizing_factor_on_peak_load + end + # The DataManager._get_REopt_cost_curve method expects at least a two-point tech_sizes_for_cost_curve to # to use the first value of installed_cost_per_kw as an absolute $ value and # the initial slope is based on the heat pump size (e.g. $/ton) of the cost curve for # building a rebate-based cost curve if there are less-than big_number maximum incentives ghp.tech_sizes_for_cost_curve = [0.0, big_number] - ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost, - ghp.installed_cost_heatpump_per_ton] + ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost, + ghp.installed_cost_heatpump_per_ton] # Using a separate call to _get_REopt_cost_curve in data_manager for "ghp" (not included in "available_techs") # and then use the value below for heat pump capacity to calculate the final absolute cost for GHP @@ -194,7 +228,6 @@ function setup_om_cost!(ghp::GHP) ghp.om_cost_year_one = ghp.building_sqft * ghp.om_cost_per_sqft_year end - function assign_thermal_factor!(d::Dict, heating_or_cooling::String) if heating_or_cooling == "space_heating" name = "space_heating_efficiency_thermal_factor" diff --git a/src/core/scenario.jl b/src/core/scenario.jl index b6ca87263..d319152f7 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -445,7 +445,9 @@ function Scenario(d::Dict; flex_hvac_from_json=false) space_heating_thermal_load_reduction_with_ghp_kw = space_heating_load.loads_kw * (1.0 - d["GHP"]["space_heating_efficiency_thermal_factor"]) cooling_thermal_load_reduction_with_ghp_kw = cooling_load.loads_kw_thermal * (1.0 - d["GHP"]["cooling_efficiency_thermal_factor"]) end + # Call GhpGhx.jl module if only ghpghx_inputs is given, otherwise use ghpghx_responses + ghp_option_list = [] if eval_ghp && !(get_ghpghx_from_input) if get(d["GHP"], "ghpghx_inputs", nothing) in [nothing, []] number_of_ghpghx = 1 @@ -491,6 +493,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) ## Deal with hybrid hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) + hybrid_ghx_sizing_flag = false if hybrid_ghx_sizing_method == "Automatic" determine_heat_cool_post = deepcopy(ghpghx_inputs) determine_heat_cool_post["simulation_years"] = 2 @@ -506,25 +509,38 @@ function Scenario(d::Dict; flex_hvac_from_json=false) hybrid_sizing_flag = 1.0 # non hybrid if temp_diff > 0 hybrid_sizing_flag = -2.0 #heating + hybrid_ghx_sizing_flag = true elseif temp_diff < 0 hybrid_sizing_flag = -1.0 #cooling + hybrid_ghx_sizing_flag = true else - #TODO what if temp_diff equal to 0? - nothing + # non hybrid if exactly 0. + hybrid_sizing_flag = 1.0 end ghpghx_inputs["hybrid_sizing_flag"] = hybrid_sizing_flag elseif hybrid_ghx_sizing_method == "Fractional" + hybrid_ghx_sizing_flag = true ghpghx_inputs["hybrid_sizing_flag"] = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) else @warn "Unknown hybrid GHX sizing model provided" end - aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) - if aux_heater_type == "electric" - ghpghx_inputs["is_heating_electric"] = true + # set ghp tech sizing method + if !hybrid_ghx_sizing_flag + d["GHP"]["hybrid_ghx_sizing_method"] = false else - ghpghx_inputs["is_heating_electric"] = false + d["GHP"]["hybrid_ghx_sizing_method"] = true + end + + aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) + if !isnothing(aux_heater_type) + if aux_heater_type == "electric" + ghpghx_inputs["is_heating_electric"] = true + else + @warn "Unknown auxillary heater type provided" + ghpghx_inputs["is_heating_electric"] = false + end end # This code calls GhpGhx.jl module functions and is only available if we load in the GhpGhx package @@ -553,7 +569,8 @@ function Scenario(d::Dict; flex_hvac_from_json=false) # open("scenarios/ghpghx_response.json","w") do f # JSON.print(f, ghpghx_response) # end - catch + catch e + @info e throw(@error("The GhpGhx package was not added (add https://github.com/NREL/GhpGhx.jl) or loaded (using GhpGhx) to the active Julia environment")) end From 07748d8fcf9689e6e169cd4d4cc8d89edd7eac75 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 21 Sep 2023 15:59:45 -0400 Subject: [PATCH 06/23] fix bugs in automatic sizing --- src/core/ghp.jl | 62 ++++++++++++++++++++++++++++++++++++++++++-- src/core/scenario.jl | 60 +++--------------------------------------- 2 files changed, 64 insertions(+), 58 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 76b6fd144..7d4b68af1 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -101,7 +101,7 @@ Base.@kwdef mutable struct GHP <: AbstractGHP can_serve_dhw::Bool = false aux_heater_type::String = "electric" - hybrid_ghx_sizing_method::Bool = false + is_ghx_hybrid::Bool = false aux_heater_installed_cost_per_mmbtu_per_hr::Float64 = 26000.00 aux_cooler_installed_cost_per_ton::Float64 = 400.00 aux_unit_capacity_sizing_factor_on_peak_load::Float64 = 1.2 @@ -198,7 +198,7 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) aux_heater_cost = 0.0 aux_cooler_cost = 0.0 - if ghp.hybrid_ghx_sizing_method + if ghp.is_ghx_hybrid aux_heater_cost = ghp.aux_heater_installed_cost_per_mmbtu_per_hr* response["outputs"]["peak_aux_heater_thermal_production_mmbtu_per_hour"]* ghp.aux_unit_capacity_sizing_factor_on_peak_load @@ -273,4 +273,62 @@ function call_ghpghx(ghpghx_inputs::Dict) # Create a dictionary of the results data needed for REopt ghpghx_results = GhpGhx.get_results_for_reopt(results, inputs_params) return ghpghx_results +end + +function handle_hybrid_ghp(ghpghx_inputs::Dict,aux_heater_type::Union{String, Nothing}) + + ## Deal with hybrid + hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) + + hybrid_ghx_sizing_flag = false + if hybrid_ghx_sizing_method == "Automatic" + determine_heat_cool_post = deepcopy(ghpghx_inputs) + determine_heat_cool_post["simulation_years"] = 2 + determine_heat_cool_post["max_sizing_iterations"] = 1 + + # Call GhpGhx.jl to size GHP and GHX + @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" + determine_heat_cool_results_resp_dict = call_ghpghx(determine_heat_cool_post) + @info "Automatic hybrid GHX sizing complete using GhpGhx.jl" + + temp_diff = determine_heat_cool_results_resp_dict["end_of_year_ghx_lft_f"][2] \ + - determine_heat_cool_results_resp_dict["end_of_year_ghx_lft_f"][1] + + hybrid_sizing_flag = 1.0 # non hybrid + if temp_diff > 0 + hybrid_sizing_flag = -2.0 #heating + hybrid_ghx_sizing_flag = true + elseif temp_diff < 0 + hybrid_sizing_flag = -1.0 #cooling + hybrid_ghx_sizing_flag = true + else + # non hybrid if exactly 0. + hybrid_sizing_flag = 1.0 + end + ghpghx_inputs["hybrid_sizing_flag"] = hybrid_sizing_flag + + elseif hybrid_ghx_sizing_method == "Fractional" + hybrid_ghx_sizing_flag = true + ghpghx_inputs["hybrid_sizing_flag"] = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) + else + @warn "Unknown hybrid GHX sizing model provided" + end + + # set ghp tech sizing method + is_ghx_hybrid = false + if !hybrid_ghx_sizing_flag + is_ghx_hybrid = false + else + is_ghx_hybrid = true + end + + if !isnothing(aux_heater_type) + if aux_heater_type == "electric" + ghpghx_inputs["is_heating_electric"] = true + else + @warn "Unknown auxillary heater type provided" + ghpghx_inputs["is_heating_electric"] = false + end + end + return ghpghx_inputs, is_ghx_hybrid end \ No newline at end of file diff --git a/src/core/scenario.jl b/src/core/scenario.jl index d319152f7..07673941e 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -445,9 +445,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) space_heating_thermal_load_reduction_with_ghp_kw = space_heating_load.loads_kw * (1.0 - d["GHP"]["space_heating_efficiency_thermal_factor"]) cooling_thermal_load_reduction_with_ghp_kw = cooling_load.loads_kw_thermal * (1.0 - d["GHP"]["cooling_efficiency_thermal_factor"]) end - # Call GhpGhx.jl module if only ghpghx_inputs is given, otherwise use ghpghx_responses - ghp_option_list = [] if eval_ghp && !(get_ghpghx_from_input) if get(d["GHP"], "ghpghx_inputs", nothing) in [nothing, []] number_of_ghpghx = 1 @@ -476,7 +474,6 @@ function Scenario(d::Dict; flex_hvac_from_json=false) for i in 1:number_of_ghpghx ghpghx_inputs = d["GHP"]["ghpghx_inputs"][i] - d["GHP"]["ghpghx_inputs"][i]["ambient_temperature_f"] = ambient_temp_degF # Only SpaceHeating portion of Heating Load gets served by GHP, unless allowed by can_serve_dhw if get(ghpghx_inputs, "heating_thermal_load_mmbtu_per_hr", []) in [nothing, []] @@ -490,59 +487,6 @@ function Scenario(d::Dict; flex_hvac_from_json=false) ghpghx_inputs["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR end - ## Deal with hybrid - hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) - - hybrid_ghx_sizing_flag = false - if hybrid_ghx_sizing_method == "Automatic" - determine_heat_cool_post = deepcopy(ghpghx_inputs) - determine_heat_cool_post["simulation_years"] = 2 - determine_heat_cool_post["max_sizing_iterations"] = 1 - - # Call GhpGhx.jl to size GHP and GHX - @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" - determine_heat_cool_results_resp_dict = call_ghpghx(ghpghx_inputs) - @info "Automatic hybrid GHX sizing complete using GhpGhx.jl" - - temp_diff = determine_heat_cool_results_resp_dict["outputs"]["end_of_year_ghx_lft_f"][1] - determine_heat_cool_results_resp_dict["outputs"]["end_of_year_ghx_lft_f"][0] - - hybrid_sizing_flag = 1.0 # non hybrid - if temp_diff > 0 - hybrid_sizing_flag = -2.0 #heating - hybrid_ghx_sizing_flag = true - elseif temp_diff < 0 - hybrid_sizing_flag = -1.0 #cooling - hybrid_ghx_sizing_flag = true - else - # non hybrid if exactly 0. - hybrid_sizing_flag = 1.0 - end - ghpghx_inputs["hybrid_sizing_flag"] = hybrid_sizing_flag - - elseif hybrid_ghx_sizing_method == "Fractional" - hybrid_ghx_sizing_flag = true - ghpghx_inputs["hybrid_sizing_flag"] = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) - else - @warn "Unknown hybrid GHX sizing model provided" - end - - # set ghp tech sizing method - if !hybrid_ghx_sizing_flag - d["GHP"]["hybrid_ghx_sizing_method"] = false - else - d["GHP"]["hybrid_ghx_sizing_method"] = true - end - - aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) - if !isnothing(aux_heater_type) - if aux_heater_type == "electric" - ghpghx_inputs["is_heating_electric"] = true - else - @warn "Unknown auxillary heater type provided" - ghpghx_inputs["is_heating_electric"] = false - end - end - # This code calls GhpGhx.jl module functions and is only available if we load in the GhpGhx package try # Update ground thermal conductivity based on climate zone if not user-input @@ -552,6 +496,10 @@ function Scenario(d::Dict; flex_hvac_from_json=false) ghpghx_inputs["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] end + aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) + ghpghx_inputs, is_ghx_hybrid = handle_hybrid_ghp(ghpghx_inputs, aux_heater_type) + d["GHP"]["is_ghx_hybrid"] = is_ghx_hybrid + # Call GhpGhx.jl to size GHP and GHX @info "Starting GhpGhx.jl" ghpghx_results = call_ghpghx(ghpghx_inputs) From df41542ed267bc506598afff22c665bee8d90f3d Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 21 Sep 2023 20:19:57 -0400 Subject: [PATCH 07/23] working automatic hybrid ghx sizing a workaround solution --- src/core/ghp.jl | 66 ---------------------- src/core/scenario.jl | 127 ++++++++++++++++++++++++++++++++++--------- 2 files changed, 102 insertions(+), 91 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 7d4b68af1..c40119091 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -266,69 +266,3 @@ function assign_thermal_factor!(d::Dict, heating_or_cooling::String) # Return this data for informational purposes return nearest_city, climate_zone end - -function call_ghpghx(ghpghx_inputs::Dict) - # Call GhpGhx.jl to size GHP and GHX - results, inputs_params = GhpGhx.ghp_model(ghpghx_inputs) - # Create a dictionary of the results data needed for REopt - ghpghx_results = GhpGhx.get_results_for_reopt(results, inputs_params) - return ghpghx_results -end - -function handle_hybrid_ghp(ghpghx_inputs::Dict,aux_heater_type::Union{String, Nothing}) - - ## Deal with hybrid - hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) - - hybrid_ghx_sizing_flag = false - if hybrid_ghx_sizing_method == "Automatic" - determine_heat_cool_post = deepcopy(ghpghx_inputs) - determine_heat_cool_post["simulation_years"] = 2 - determine_heat_cool_post["max_sizing_iterations"] = 1 - - # Call GhpGhx.jl to size GHP and GHX - @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" - determine_heat_cool_results_resp_dict = call_ghpghx(determine_heat_cool_post) - @info "Automatic hybrid GHX sizing complete using GhpGhx.jl" - - temp_diff = determine_heat_cool_results_resp_dict["end_of_year_ghx_lft_f"][2] \ - - determine_heat_cool_results_resp_dict["end_of_year_ghx_lft_f"][1] - - hybrid_sizing_flag = 1.0 # non hybrid - if temp_diff > 0 - hybrid_sizing_flag = -2.0 #heating - hybrid_ghx_sizing_flag = true - elseif temp_diff < 0 - hybrid_sizing_flag = -1.0 #cooling - hybrid_ghx_sizing_flag = true - else - # non hybrid if exactly 0. - hybrid_sizing_flag = 1.0 - end - ghpghx_inputs["hybrid_sizing_flag"] = hybrid_sizing_flag - - elseif hybrid_ghx_sizing_method == "Fractional" - hybrid_ghx_sizing_flag = true - ghpghx_inputs["hybrid_sizing_flag"] = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) - else - @warn "Unknown hybrid GHX sizing model provided" - end - - # set ghp tech sizing method - is_ghx_hybrid = false - if !hybrid_ghx_sizing_flag - is_ghx_hybrid = false - else - is_ghx_hybrid = true - end - - if !isnothing(aux_heater_type) - if aux_heater_type == "electric" - ghpghx_inputs["is_heating_electric"] = true - else - @warn "Unknown auxillary heater type provided" - ghpghx_inputs["is_heating_electric"] = false - end - end - return ghpghx_inputs, is_ghx_hybrid -end \ No newline at end of file diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 07673941e..2fe886cbf 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -474,54 +474,131 @@ function Scenario(d::Dict; flex_hvac_from_json=false) for i in 1:number_of_ghpghx ghpghx_inputs = d["GHP"]["ghpghx_inputs"][i] + determine_heat_cool_json = d["GHP"]["ghpghx_inputs"][i] d["GHP"]["ghpghx_inputs"][i]["ambient_temperature_f"] = ambient_temp_degF # Only SpaceHeating portion of Heating Load gets served by GHP, unless allowed by can_serve_dhw if get(ghpghx_inputs, "heating_thermal_load_mmbtu_per_hr", []) in [nothing, []] if haskey(d["GHP"], "can_serve_dhw") && d["GHP"]["can_serve_dhw"] ghpghx_inputs["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU + determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU else ghpghx_inputs["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU + determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU + end end if get(ghpghx_inputs, "cooling_thermal_load_ton", []) in [nothing, []] ghpghx_inputs["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR + determine_heat_cool_json["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR end - # This code calls GhpGhx.jl module functions and is only available if we load in the GhpGhx package - try - # Update ground thermal conductivity based on climate zone if not user-input - if isnothing(get(ghpghx_inputs, "ground_thermal_conductivity_btu_per_hr_ft_f", nothing)) - k_by_zone = deepcopy(GhpGhx.ground_k_by_climate_zone) - nearest_city, climate_zone = find_ashrae_zone_city(d["Site"]["latitude"], d["Site"]["longitude"]; get_zone=true) - ghpghx_inputs["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] + # Update ground thermal conductivity based on climate zone if not user-input + if isnothing(get(ghpghx_inputs, "ground_thermal_conductivity_btu_per_hr_ft_f", nothing)) + k_by_zone = deepcopy(GhpGhx.ground_k_by_climate_zone) + nearest_city, climate_zone = find_ashrae_zone_city(d["Site"]["latitude"], d["Site"]["longitude"]; get_zone=true) + ghpghx_inputs["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] + determine_heat_cool_json["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] + end + + aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) + + ## Deal with hybrid + hybrid_ghx_sizing_method = get(determine_heat_cool_json, "hybrid_ghx_sizing_method", nothing) + + is_ghx_hybrid = false + hybrid_ghx_sizing_fraction = nothing + hybrid_sizing_flag = nothing + is_heating_electric = nothing + + if hybrid_ghx_sizing_method == "Automatic" + determine_heat_cool_json["simulation_years"] = 2 + determine_heat_cool_json["max_sizing_iterations"] = 1 + + # Call GhpGhx.jl to size GHP and GHX + determine_heat_cool_results_resp_dict = Dict() + try + # Call GhpGhx.jl to size GHP and GHX + @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" + # Call GhpGhx.jl to size GHP and GHX + results, inputs_params = GhpGhx.ghp_model(determine_heat_cool_json) + # Create a dictionary of the results data needed for REopt + determine_heat_cool_results_resp_dict = GhpGhx.get_results_for_reopt(results, inputs_params) + @info "Automatic hybrid GHX sizing complete using GhpGhx.jl" + catch e + @info e + throw(@error("The GhpGhx package was not added (add https://github.com/NREL/GhpGhx.jl) or + loaded (using GhpGhx) to the active Julia environment")) end - aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) - ghpghx_inputs, is_ghx_hybrid = handle_hybrid_ghp(ghpghx_inputs, aux_heater_type) - d["GHP"]["is_ghx_hybrid"] = is_ghx_hybrid + temp_diff = determine_heat_cool_results_resp_dict["end_of_year_ghx_lft_f"][2] \ + - determine_heat_cool_results_resp_dict["end_of_year_ghx_lft_f"][1] + hybrid_sizing_flag = 1.0 # non hybrid + if temp_diff > 0 + hybrid_sizing_flag = -2.0 #heating + is_ghx_hybrid = true + elseif temp_diff < 0 + hybrid_sizing_flag = -1.0 #cooling + is_ghx_hybrid = true + else + # non hybrid if exactly 0. + hybrid_sizing_flag = 1.0 + end + + elseif hybrid_ghx_sizing_method == "Fractional" + is_ghx_hybrid = true + hybrid_ghx_sizing_fraction = get(ghpghx_inputs, "hybrid_ghx_sizing_fraction", 0.6) + else + @warn "Unknown hybrid GHX sizing model provided" + end + + if !isnothing(aux_heater_type) + if aux_heater_type == "electric" + is_heating_electric = true + else + @warn "Unknown auxillary heater type provided" + is_heating_electric = false + end + end + + d["GHP"]["is_ghx_hybrid"] = is_ghx_hybrid + 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 + + ghpghx_results = Dict() + try # Call GhpGhx.jl to size GHP and GHX @info "Starting GhpGhx.jl" - ghpghx_results = call_ghpghx(ghpghx_inputs) + # Call GhpGhx.jl to size GHP and GHX + results, inputs_params = GhpGhx.ghp_model(ghpghx_inputs) + # Create a dictionary of the results data needed for REopt + ghpghx_results = GhpGhx.get_results_for_reopt(results, inputs_params) @info "GhpGhx.jl model solved" #with status $(results["status"])." - - ghpghx_response = Dict([("inputs", ghpghx_inputs), ("outputs", ghpghx_results)]) - ghp_inputs_removed_ghpghx_params = deepcopy(d["GHP"]) - for param in ["ghpghx_inputs", "ghpghx_responses", "ghpghx_response_uuids"] - if haskey(d["GHP"], param) - pop!(ghp_inputs_removed_ghpghx_params, param) - end - end - append!(ghp_option_list, [GHP(ghpghx_response, ghp_inputs_removed_ghpghx_params)]) - # Print out ghpghx_response for loading into a future run without running GhpGhx.jl again - # open("scenarios/ghpghx_response.json","w") do f - # JSON.print(f, ghpghx_response) - # end catch e @info e throw(@error("The GhpGhx package was not added (add https://github.com/NREL/GhpGhx.jl) or loaded (using GhpGhx) to the active Julia environment")) - end + end + + ghpghx_response = Dict([("inputs", ghpghx_inputs), ("outputs", ghpghx_results)]) + ghp_inputs_removed_ghpghx_params = deepcopy(d["GHP"]) + for param in ["ghpghx_inputs", "ghpghx_responses", "ghpghx_response_uuids"] + if haskey(d["GHP"], param) + pop!(ghp_inputs_removed_ghpghx_params, param) + end + end + append!(ghp_option_list, [GHP(ghpghx_response, ghp_inputs_removed_ghpghx_params)]) + # Print out ghpghx_response for loading into a future run without running GhpGhx.jl again + # open("scenarios/ghpghx_response.json","w") do f + # JSON.print(f, ghpghx_response) + # end end # If ghpghx_responses is included in inputs, do NOT run GhpGhx.jl model and use already-run ghpghx result as input to REopt elseif eval_ghp && get_ghpghx_from_input From 16a8ced2d1d8af8e1a52c1b2969f2c7ec6894767 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Fri, 22 Sep 2023 20:22:33 -0400 Subject: [PATCH 08/23] residual ghx value and hybrid sizing add residual value for ghx in results, correct hybrid sizing params, update ghp objects in ReoptInputs, update objective, update ghp struct, add expressions to calculate avoided costs and residual costs --- src/constraints/ghp_constraints.jl | 8 ++++++++ src/core/ghp.jl | 12 +++++++++++- src/core/reopt.jl | 9 +++++++-- src/core/reopt_inputs.jl | 21 +++++++++++++++++++-- src/core/scenario.jl | 17 +++++++++-------- src/results/ghp.jl | 2 ++ 6 files changed, 56 insertions(+), 13 deletions(-) diff --git a/src/constraints/ghp_constraints.jl b/src/constraints/ghp_constraints.jl index 7b66760e0..113763723 100644 --- a/src/constraints/ghp_constraints.jl +++ b/src/constraints/ghp_constraints.jl @@ -48,4 +48,12 @@ function add_ghp_constraints(m, p; _n="") sum(m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) <= 1 ) end + + m[:AvoidedCapexByGHP] = @expression(m, + sum(p.avoided_capex_by_ghp_present_value[g]*m[Symbol("binGHP"*_n)][g]) + for g in p.ghp_options) + + m[:ResidualGHXCapCost] = @expression(m, + sum(p.ghx_residual_value[g]*m[Symbol("binGHP"*_n)][g]) + for g in p.ghp_options) end \ No newline at end of file diff --git a/src/core/ghp.jl b/src/core/ghp.jl index c40119091..5c2335f05 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -92,6 +92,8 @@ Base.@kwdef mutable struct GHP <: AbstractGHP installed_cost_heatpump_per_ton::Float64 = 1075.0 heatpump_capacity_sizing_factor_on_peak_load::Float64 = 1.1 installed_cost_ghx_per_ft::Float64 = 14.0 + ghx_useful_life_years::Int = 50 + ghx_only_capital_cost::Union{Float64, Nothing} = nothing # overwritten afterwards installed_cost_building_hydronic_loop_per_sqft = 1.70 om_cost_per_sqft_year::Float64 = -0.51 building_sqft::Float64 # Required input @@ -136,6 +138,9 @@ Base.@kwdef mutable struct GHP <: AbstractGHP # Process and populate these parameters needed more directly by the model om_cost_year_one::Float64 = NaN + + # Account for expenses avoided by addition of GHP. + avoided_capex_by_ghp_present_value::Float64 = 0.0 end @@ -193,9 +198,14 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) # Use initial cost curve to leverage existing incentives-based cost curve method in data_manager # The GHX and hydronic loop cost are the y-intercepts ([$]) of the cost for each design - ghx_cost = total_ghx_ft * ghp.installed_cost_ghx_per_ft hydronic_loop_cost = ghp.building_sqft * ghp.installed_cost_building_hydronic_loop_per_sqft + if isnothing(ghp.ghx_only_capital_cost) + ghp.ghx_only_capital_cost = total_ghx_ft * ghp.installed_cost_ghx_per_ft + else + @info "Using user provided GHX costs, please validate that this is intentional" + end + aux_heater_cost = 0.0 aux_cooler_cost = 0.0 if ghp.is_ghx_hybrid diff --git a/src/core/reopt.jl b/src/core/reopt.jl index 65c89677b..f63fb54bd 100644 --- a/src/core/reopt.jl +++ b/src/core/reopt.jl @@ -272,7 +272,9 @@ function build_reopt!(m::JuMP.AbstractModel, p::REoptInputs) m[:TotalCHPStandbyCharges] = 0 m[:OffgridOtherCapexAfterDepr] = 0.0 m[:GHPCapCosts] = 0.0 - m[:GHPOMCosts] = 0.0 + m[:GHPOMCosts] = 0.0 + m[:AvoidedCapexByGHP] = 0.0 + m[:ResidualGHXCapCost] = 0.0 if !isempty(p.techs.all) add_tech_size_constraints(m, p) @@ -474,7 +476,10 @@ function build_reopt!(m::JuMP.AbstractModel, p::REoptInputs) p.s.financial.offgrid_other_annual_costs * p.pwf_om * (1 - p.s.financial.owner_tax_rate_fraction) + # Additional capital costs, depreciable (only applies when `off_grid_flag` is true) - m[:OffgridOtherCapexAfterDepr] + m[:OffgridOtherCapexAfterDepr] - + + # Subtract capital expenditures avoided by inclusion of GHP and residual present value of GHX. + m[:AvoidedCapexByGHP] - m[:ResidualGHXCapCost] ); if !isempty(p.s.electric_utility.outage_durations) diff --git a/src/core/reopt_inputs.jl b/src/core/reopt_inputs.jl index d402b409c..60c17d6cf 100644 --- a/src/core/reopt_inputs.jl +++ b/src/core/reopt_inputs.jl @@ -203,7 +203,8 @@ function REoptInputs(s::AbstractScenario) ghp_options, require_ghp_purchase, ghp_heating_thermal_load_served_kw, ghp_cooling_thermal_load_served_kw, space_heating_thermal_load_reduction_with_ghp_kw, cooling_thermal_load_reduction_with_ghp_kw, ghp_electric_consumption_kw, - ghp_installed_cost, ghp_om_cost_year_one = setup_ghp_inputs(s, time_steps, time_steps_without_grid) + ghp_installed_cost, ghp_om_cost_year_one, avoided_capex_by_ghp_present_value, + ghx_useful_life_years, ghx_residual_value = setup_ghp_inputs(s, time_steps, time_steps_without_grid) if any(pv.existing_kw > 0 for pv in s.pvs) adjust_load_profile(s, production_factor) @@ -260,6 +261,9 @@ function REoptInputs(s::AbstractScenario) ghp_electric_consumption_kw, ghp_installed_cost, ghp_om_cost_year_one, + avoided_capex_by_ghp_present_value, + ghx_useful_life_years, + ghx_residual_value, tech_renewable_energy_fraction, tech_emissions_factors_CO2, tech_emissions_factors_NOx, @@ -1002,6 +1006,9 @@ function setup_ghp_inputs(s::AbstractScenario, time_steps, time_steps_without_gr cooling_thermal_load_reduction_with_ghp_kw = zeros(num, length(time_steps)) ghp_cooling_thermal_load_served_kw = zeros(num, length(time_steps)) ghp_electric_consumption_kw = zeros(num, length(time_steps)) + avoided_capex_by_ghp_present_value = Vector{Float64}(undef, num) + ghx_useful_life_years = Vector{Float64}(undef, num) + ghx_residual_value = Vector{Float64}(undef, num) if num > 0 require_ghp_purchase = s.ghp_option_list[1].require_ghp_purchase # This does not change with the number of options for (i, option) in enumerate(s.ghp_option_list) @@ -1022,6 +1029,15 @@ function setup_ghp_inputs(s::AbstractScenario, time_steps, time_steps_without_gr end ghp_installed_cost[i] = ghp_cap_cost_yint[seg-1] + ghp_size_ton * ghp_cap_cost_slope[seg-1] ghp_om_cost_year_one[i] = option.om_cost_year_one + avoided_capex_by_ghp_present_value[i] = option.avoided_capex_by_ghp_present_value + ghx_useful_life_years[i] = option.ghx_useful_life_years + ghx_residual_value[i] = option.ghx_only_capital_cost* + ( + (option.ghx_useful_life_years - s.financial.analysis_years)/option.ghx_useful_life_years + )/( + (1+s.offtaker_discount_rate_fraction)^s.financial.analysis_years + ) + heating_thermal_load = s.space_heating_load.loads_kw + s.dhw_load.loads_kw # Using minimum of thermal load and ghp-serving load to avoid small negative net loads for j in time_steps @@ -1049,7 +1065,8 @@ function setup_ghp_inputs(s::AbstractScenario, time_steps, time_steps_without_gr return ghp_options, require_ghp_purchase, ghp_heating_thermal_load_served_kw, ghp_cooling_thermal_load_served_kw, space_heating_thermal_load_reduction_with_ghp_kw, cooling_thermal_load_reduction_with_ghp_kw, ghp_electric_consumption_kw, - ghp_installed_cost, ghp_om_cost_year_one + ghp_installed_cost, ghp_om_cost_year_one, avoided_capex_by_ghp_present_value, + ghx_useful_life_years, ghx_residual_value end function setup_operating_reserve_fraction(s::AbstractScenario, techs_operating_reserve_req_fraction) diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 2fe886cbf..aabd34f8b 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -474,22 +474,20 @@ function Scenario(d::Dict; flex_hvac_from_json=false) for i in 1:number_of_ghpghx ghpghx_inputs = d["GHP"]["ghpghx_inputs"][i] - determine_heat_cool_json = d["GHP"]["ghpghx_inputs"][i] d["GHP"]["ghpghx_inputs"][i]["ambient_temperature_f"] = ambient_temp_degF # Only SpaceHeating portion of Heating Load gets served by GHP, unless allowed by can_serve_dhw if get(ghpghx_inputs, "heating_thermal_load_mmbtu_per_hr", []) in [nothing, []] if haskey(d["GHP"], "can_serve_dhw") && d["GHP"]["can_serve_dhw"] ghpghx_inputs["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU - determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU + # determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU else ghpghx_inputs["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU - determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU - + # determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU end end if get(ghpghx_inputs, "cooling_thermal_load_ton", []) in [nothing, []] ghpghx_inputs["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR - determine_heat_cool_json["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR + # determine_heat_cool_json["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR end # Update ground thermal conductivity based on climate zone if not user-input @@ -497,12 +495,14 @@ function Scenario(d::Dict; flex_hvac_from_json=false) k_by_zone = deepcopy(GhpGhx.ground_k_by_climate_zone) nearest_city, climate_zone = find_ashrae_zone_city(d["Site"]["latitude"], d["Site"]["longitude"]; get_zone=true) ghpghx_inputs["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] - determine_heat_cool_json["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] + # determine_heat_cool_json["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] end aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) ## Deal with hybrid + determine_heat_cool_json = nothing + determine_heat_cool_json = copy(ghpghx_inputs) hybrid_ghx_sizing_method = get(determine_heat_cool_json, "hybrid_ghx_sizing_method", nothing) is_ghx_hybrid = false @@ -511,12 +511,13 @@ function Scenario(d::Dict; flex_hvac_from_json=false) is_heating_electric = nothing if hybrid_ghx_sizing_method == "Automatic" - determine_heat_cool_json["simulation_years"] = 2 - determine_heat_cool_json["max_sizing_iterations"] = 1 # Call GhpGhx.jl to size GHP and GHX determine_heat_cool_results_resp_dict = Dict() try + determine_heat_cool_json["simulation_years"] = 2 + determine_heat_cool_json["max_sizing_iterations"] = 1 + # Call GhpGhx.jl to size GHP and GHX @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" # Call GhpGhx.jl to size GHP and GHX diff --git a/src/results/ghp.jl b/src/results/ghp.jl index d9bf15c70..33ac82a7c 100644 --- a/src/results/ghp.jl +++ b/src/results/ghp.jl @@ -56,11 +56,13 @@ function add_ghp_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _n="") @expression(m, CoolingThermalReductionWithGHP[ts in p.time_steps], sum(p.cooling_thermal_load_reduction_with_ghp_kw[g,ts] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options)) r["cooling_thermal_load_reduction_with_ghp_ton"] = round.(value.(CoolingThermalReductionWithGHP) ./ KWH_THERMAL_PER_TONHOUR, digits=3) + r["ghx_residual_value_present_value"] = value(m[:ResidualGHXCapCost]) else r["ghpghx_chosen_outputs"] = Dict() r["size_heat_pump_ton"] = 0.0 r["space_heating_thermal_load_reduction_with_ghp_mmbtu_per_hour"] = zeros(length(p.time_steps)) r["cooling_thermal_load_reduction_with_ghp_ton"] = zeros(length(p.time_steps)) + r["ghx_residual_value_present_value"] = 0.0 end d["GHP"] = r nothing From 8f52cc0e82760cd8a9f195396d517070deb3e158 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Sun, 24 Sep 2023 14:59:33 -0400 Subject: [PATCH 09/23] big fixes for automatic GHP sizing --- src/constraints/ghp_constraints.jl | 11 +++++++---- src/core/bau_inputs.jl | 8 ++++++-- src/core/ghp.jl | 2 +- src/core/reopt.jl | 2 +- src/core/reopt_inputs.jl | 5 ++++- src/core/scenario.jl | 14 ++++---------- 6 files changed, 23 insertions(+), 19 deletions(-) diff --git a/src/constraints/ghp_constraints.jl b/src/constraints/ghp_constraints.jl index 113763723..b56b2e668 100644 --- a/src/constraints/ghp_constraints.jl +++ b/src/constraints/ghp_constraints.jl @@ -50,10 +50,13 @@ function add_ghp_constraints(m, p; _n="") end m[:AvoidedCapexByGHP] = @expression(m, - sum(p.avoided_capex_by_ghp_present_value[g]*m[Symbol("binGHP"*_n)][g]) - for g in p.ghp_options) + sum(p.avoided_capex_by_ghp_present_value[g] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) + ) + @info "check1" m[:ResidualGHXCapCost] = @expression(m, - sum(p.ghx_residual_value[g]*m[Symbol("binGHP"*_n)][g]) - for g in p.ghp_options) + sum(p.ghx_residual_value[g] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) + ) + + @info "check2" end \ No newline at end of file diff --git a/src/core/bau_inputs.jl b/src/core/bau_inputs.jl index 32feb0567..f133b27b8 100644 --- a/src/core/bau_inputs.jl +++ b/src/core/bau_inputs.jl @@ -130,7 +130,8 @@ function BAUInputs(p::REoptInputs) ghp_options, require_ghp_purchase, ghp_heating_thermal_load_served_kw, ghp_cooling_thermal_load_served_kw, space_heating_thermal_load_reduction_with_ghp_kw, cooling_thermal_load_reduction_with_ghp_kw, ghp_electric_consumption_kw, - ghp_installed_cost, ghp_om_cost_year_one = setup_ghp_inputs(bau_scenario, p.time_steps, p.time_steps_without_grid) + ghp_installed_cost, ghp_om_cost_year_one, avoided_capex_by_ghp_present_value, + ghx_useful_life_years, ghx_residual_value = setup_ghp_inputs(bau_scenario, p.time_steps, p.time_steps_without_grid) # filling export_bins_by_tech MUST be done after techs_by_exportbin has been filled in for t in techs.elec @@ -203,7 +204,10 @@ function BAUInputs(p::REoptInputs) cooling_thermal_load_reduction_with_ghp_kw, ghp_electric_consumption_kw, ghp_installed_cost, - ghp_om_cost_year_one, + ghp_om_cost_year_one, + avoided_capex_by_ghp_present_value, + ghx_useful_life_years, + ghx_residual_value, tech_renewable_energy_fraction, tech_emissions_factors_CO2, tech_emissions_factors_NOx, diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 5c2335f05..a5ec2eae8 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -223,7 +223,7 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) # the initial slope is based on the heat pump size (e.g. $/ton) of the cost curve for # building a rebate-based cost curve if there are less-than big_number maximum incentives ghp.tech_sizes_for_cost_curve = [0.0, big_number] - ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost, + ghp.installed_cost_per_kw = [ghp.ghx_only_capital_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost, ghp.installed_cost_heatpump_per_ton] # Using a separate call to _get_REopt_cost_curve in data_manager for "ghp" (not included in "available_techs") diff --git a/src/core/reopt.jl b/src/core/reopt.jl index f63fb54bd..4c427649f 100644 --- a/src/core/reopt.jl +++ b/src/core/reopt.jl @@ -172,7 +172,7 @@ function run_reopt(ms::AbstractArray{T, 1}, p::REoptInputs) where T <: JuMP.Abst Threads.@threads for i = 1:2 rs[i] = run_reopt(inputs[i]) end - if typeof(rs[1]) <: Dict && typeof(rs[2]) <: Dict + if typeof(rs[1]) <: Dict && typeof(rs[2]) <: Dict && rs[1]["status"] != "error" && rs[2]["status"] != "error" # TODO when a model is infeasible the JuMP.Model is returned from run_reopt (and not the results Dict) results_dict = combine_results(p, rs[1], rs[2], bau_inputs.s) results_dict["Financial"] = merge(results_dict["Financial"], proforma_results(p, results_dict)) diff --git a/src/core/reopt_inputs.jl b/src/core/reopt_inputs.jl index 60c17d6cf..fa65c5818 100644 --- a/src/core/reopt_inputs.jl +++ b/src/core/reopt_inputs.jl @@ -143,6 +143,9 @@ struct REoptInputs{ScenarioType <: AbstractScenario} <: AbstractInputs ghp_electric_consumption_kw::Array{Float64,2} # Array of electric load profiles consumed by GHP ghp_installed_cost::Array{Float64,1} # Array of installed cost for GHP options ghp_om_cost_year_one::Array{Float64,1} # Array of O&M cost for GHP options + avoided_capex_by_ghp_present_value::Array{Float64,1} # HVAC upgrade costs avoided + ghx_useful_life_years::Array{Float64,1} # GHX useful life years + ghx_residual_value::Array{Float64,1} # Residual value of each GHX options tech_renewable_energy_fraction::Dict{String, <:Real} # (techs) tech_emissions_factors_CO2::Dict{String, <:Real} # (techs) tech_emissions_factors_NOx::Dict{String, <:Real} # (techs) @@ -1035,7 +1038,7 @@ function setup_ghp_inputs(s::AbstractScenario, time_steps, time_steps_without_gr ( (option.ghx_useful_life_years - s.financial.analysis_years)/option.ghx_useful_life_years )/( - (1+s.offtaker_discount_rate_fraction)^s.financial.analysis_years + (1+s.financial.offtaker_discount_rate_fraction)^s.financial.analysis_years ) heating_thermal_load = s.space_heating_load.loads_kw + s.dhw_load.loads_kw diff --git a/src/core/scenario.jl b/src/core/scenario.jl index aabd34f8b..07444fd06 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -479,15 +479,12 @@ function Scenario(d::Dict; flex_hvac_from_json=false) if get(ghpghx_inputs, "heating_thermal_load_mmbtu_per_hr", []) in [nothing, []] if haskey(d["GHP"], "can_serve_dhw") && d["GHP"]["can_serve_dhw"] ghpghx_inputs["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU - # determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw + dhw_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU else ghpghx_inputs["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU - # determine_heat_cool_json["heating_thermal_load_mmbtu_per_hr"] = (space_heating_load.loads_kw - space_heating_thermal_load_reduction_with_ghp_kw) / KWH_PER_MMBTU end end if get(ghpghx_inputs, "cooling_thermal_load_ton", []) in [nothing, []] ghpghx_inputs["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR - # determine_heat_cool_json["cooling_thermal_load_ton"] = (cooling_load.loads_kw_thermal - cooling_thermal_load_reduction_with_ghp_kw) / KWH_THERMAL_PER_TONHOUR end # Update ground thermal conductivity based on climate zone if not user-input @@ -495,15 +492,12 @@ function Scenario(d::Dict; flex_hvac_from_json=false) k_by_zone = deepcopy(GhpGhx.ground_k_by_climate_zone) nearest_city, climate_zone = find_ashrae_zone_city(d["Site"]["latitude"], d["Site"]["longitude"]; get_zone=true) ghpghx_inputs["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] - # determine_heat_cool_json["ground_thermal_conductivity_btu_per_hr_ft_f"] = k_by_zone[climate_zone] end aux_heater_type = get(d["GHP"], "aux_heater_type", nothing) ## Deal with hybrid - determine_heat_cool_json = nothing - determine_heat_cool_json = copy(ghpghx_inputs) - hybrid_ghx_sizing_method = get(determine_heat_cool_json, "hybrid_ghx_sizing_method", nothing) + hybrid_ghx_sizing_method = get(ghpghx_inputs, "hybrid_ghx_sizing_method", nothing) is_ghx_hybrid = false hybrid_ghx_sizing_fraction = nothing @@ -515,13 +509,12 @@ function Scenario(d::Dict; flex_hvac_from_json=false) # Call GhpGhx.jl to size GHP and GHX determine_heat_cool_results_resp_dict = Dict() try - determine_heat_cool_json["simulation_years"] = 2 - determine_heat_cool_json["max_sizing_iterations"] = 1 + ghpghx_inputs["hybrid_auto_ghx_sizing_flag"] = true # Call GhpGhx.jl to size GHP and GHX @info "Starting GhpGhx.jl for automatic hybrid GHX sizing" # Call GhpGhx.jl to size GHP and GHX - results, inputs_params = GhpGhx.ghp_model(determine_heat_cool_json) + results, inputs_params = GhpGhx.ghp_model(ghpghx_inputs) # Create a dictionary of the results data needed for REopt determine_heat_cool_results_resp_dict = GhpGhx.get_results_for_reopt(results, inputs_params) @info "Automatic hybrid GHX sizing complete using GhpGhx.jl" @@ -545,6 +538,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) # non hybrid if exactly 0. hybrid_sizing_flag = 1.0 end + ghpghx_inputs["hybrid_auto_ghx_sizing_flag"] = false elseif hybrid_ghx_sizing_method == "Fractional" is_ghx_hybrid = true From 915e101733596d3c08ce2d933c4078e8ef46cdec Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Tue, 26 Sep 2023 10:18:46 -0600 Subject: [PATCH 10/23] Update WWHP default costs --- src/core/ghp.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 01c508408..a6822b306 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -59,8 +59,8 @@ struct with outer constructor: Base.@kwdef mutable struct GHP <: AbstractGHP require_ghp_purchase::Union{Bool, Int64} = false # 0 = false, 1 = true installed_cost_heatpump_per_ton::Float64 = 1075.0 - installed_cost_wwhp_heating_pump_per_ton::Float64 = 1075.0 - installed_cost_wwhp_cooling_pump_per_ton::Float64 = 1075.0 + installed_cost_wwhp_heating_pump_per_ton::Float64 = 700.0 + installed_cost_wwhp_cooling_pump_per_ton::Float64 = 700.0 heatpump_capacity_sizing_factor_on_peak_load::Float64 = 1.1 installed_cost_ghx_per_ft::Float64 = 14.0 installed_cost_building_hydronic_loop_per_sqft = 1.70 From 2d9974e0952cf4caba4e7837b56f70dd885c28cd Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Tue, 26 Sep 2023 10:24:39 -0600 Subject: [PATCH 11/23] Update WWHP cost description --- src/core/ghp.jl | 2 ++ 1 file changed, 2 insertions(+) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index a6822b306..f3d745e6e 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -13,6 +13,8 @@ struct with outer constructor: ```julia require_ghp_purchase::Union{Bool, Int64} = false # 0 = false, 1 = true installed_cost_heatpump_per_ton::Float64 = 1075.0 + installed_cost_wwhp_heating_pump_per_ton::Float64 = 700.0 + installed_cost_wwhp_cooling_pump_per_ton::Float64 = 700.0 heatpump_capacity_sizing_factor_on_peak_load::Float64 = 1.1 installed_cost_ghx_per_ft::Float64 = 14.0 installed_cost_building_hydronic_loop_per_sqft = 1.70 From c82d66dc24027e6e15194aae86976a799f0462c5 Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Tue, 26 Sep 2023 12:26:41 -0600 Subject: [PATCH 12/23] Update new variable name for ghx_cost --- src/core/ghp.jl | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/core/ghp.jl b/src/core/ghp.jl index 83ed441fe..a6498d310 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -213,12 +213,12 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) ghp.tech_sizes_for_cost_curve = [0.0, big_number] if ghp.heat_pump_configuration == "WSHP" - ghp.installed_cost_per_kw = [ghx_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost, + ghp.installed_cost_per_kw = [ghp.ghx_only_capital_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost, ghp.installed_cost_heatpump_per_ton] elseif ghp.heat_pump_configuration == "WWHP" - ghp.wwhp_heating_pump_installed_cost_curve = [ghx_cost + aux_cooler_cost + aux_heater_cost, + ghp.wwhp_heating_pump_installed_cost_curve = [ghp.ghx_only_capital_cost + aux_cooler_cost + aux_heater_cost, ghp.installed_cost_wwhp_heating_pump_per_ton] - ghp.wwhp_cooling_pump_installed_cost_curve = [ghx_cost + aux_cooler_cost + aux_heater_cost, + ghp.wwhp_cooling_pump_installed_cost_curve = [ghp.ghx_only_capital_cost + aux_cooler_cost + aux_heater_cost, ghp.installed_cost_wwhp_cooling_pump_per_ton] end From cda171c64279d507afa4a267955964282ae3f38a Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Tue, 26 Sep 2023 19:16:13 -0400 Subject: [PATCH 13/23] update results fields and add hybrid ghp test --- src/constraints/ghp_constraints.jl | 2 -- src/core/reopt_inputs.jl | 4 +++- src/results/financial.jl | 8 ++++---- test/test_with_xpress.jl | 21 ++++++++++++++++++++- 4 files changed, 27 insertions(+), 8 deletions(-) diff --git a/src/constraints/ghp_constraints.jl b/src/constraints/ghp_constraints.jl index e81ab4dbb..8cb67bfda 100644 --- a/src/constraints/ghp_constraints.jl +++ b/src/constraints/ghp_constraints.jl @@ -24,11 +24,9 @@ function add_ghp_constraints(m, p; _n="") m[:AvoidedCapexByGHP] = @expression(m, sum(p.avoided_capex_by_ghp_present_value[g] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) ) - @info "check1" m[:ResidualGHXCapCost] = @expression(m, sum(p.ghx_residual_value[g] * m[Symbol("binGHP"*_n)][g] for g in p.ghp_options) ) - @info "check2" end \ No newline at end of file diff --git a/src/core/reopt_inputs.jl b/src/core/reopt_inputs.jl index eb1d6d7f3..04c996515 100644 --- a/src/core/reopt_inputs.jl +++ b/src/core/reopt_inputs.jl @@ -1009,11 +1009,13 @@ function setup_ghp_inputs(s::AbstractScenario, time_steps, time_steps_without_gr ghp_om_cost_year_one[i] = option.om_cost_year_one avoided_capex_by_ghp_present_value[i] = option.avoided_capex_by_ghp_present_value ghx_useful_life_years[i] = option.ghx_useful_life_years + # ownership guided residual value determination + discount_rate = (1 - 1*s.financial.third_party_ownership)*s.financial.offtaker_discount_rate_fraction + s.financial.third_party_ownership*s.financial.owner_discount_rate_fraction ghx_residual_value[i] = option.ghx_only_capital_cost* ( (option.ghx_useful_life_years - s.financial.analysis_years)/option.ghx_useful_life_years )/( - (1+s.financial.offtaker_discount_rate_fraction)^s.financial.analysis_years + (1 + discount_rate)^s.financial.analysis_years ) heating_thermal_load = s.space_heating_load.loads_kw + s.dhw_load.loads_kw diff --git a/src/results/financial.jl b/src/results/financial.jl index be88051ad..7cd159a05 100644 --- a/src/results/financial.jl +++ b/src/results/financial.jl @@ -49,10 +49,10 @@ function add_financial_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _ end r["lcc"] = value(m[Symbol("Costs"*_n)]) + 0.0001 * value(m[Symbol("MinChargeAdder"*_n)]) - value(m[Symbol("dvComfortLimitViolationCost"*_n)]) r["lifecycle_om_costs_before_tax"] = value(m[Symbol("TotalPerUnitSizeOMCosts"*_n)] + - m[Symbol("TotalPerUnitProdOMCosts"*_n)] + m[Symbol("TotalPerUnitHourOMCosts"*_n)]) + m[Symbol("TotalPerUnitProdOMCosts"*_n)] + m[Symbol("TotalPerUnitHourOMCosts"*_n)] + m[Symbol("GHPOMCosts"*_n)]) ## LCC breakdown: ## - r["lifecycle_generation_tech_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)]) # Tech capital costs (including replacements) + r["lifecycle_generation_tech_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) # Tech capital costs (including replacements) r["lifecycle_storage_capital_costs"] = value(m[Symbol("TotalStorageCapCosts"*_n)]) # Storage capital costs (including replacements) r["lifecycle_om_costs_after_tax"] = r["lifecycle_om_costs_before_tax"] * (1 - p.s.financial.owner_tax_rate_fraction) # Fixed & Variable O&M if !isempty(p.techs.fuel_burning) @@ -85,9 +85,9 @@ function add_financial_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _ r["year_one_om_costs_before_tax"] = r["lifecycle_om_costs_before_tax"] / (p.pwf_om * p.third_party_factor) r["year_one_om_costs_after_tax"] = r["lifecycle_om_costs_after_tax"] / (p.pwf_om * p.third_party_factor) - r["lifecycle_capital_costs_plus_om_after_tax"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)]) + + r["lifecycle_capital_costs_plus_om_after_tax"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) + r["lifecycle_om_costs_after_tax"] - r["lifecycle_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)]) + r["lifecycle_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) r["initial_capital_costs"] = initial_capex(m, p; _n=_n) future_replacement_cost, present_replacement_cost = replacement_costs_future_and_present(m, p; _n=_n) r["initial_capital_costs_after_incentives"] = r["lifecycle_capital_costs"] / p.third_party_factor - present_replacement_cost diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 06ee8d2af..0ad8ef6db 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1172,7 +1172,8 @@ end 3. GHP serves only the SpaceHeatingLoad by default unless it is allowed to serve DHW 4. GHP serves all the Cooling load 5. Input of a custom COP map for GHP and check the GHP performance to make sure it's using it correctly - + 6. Hybrid GHP capability functions as expected + """ # Load base inputs input_data = JSON.parsefile("scenarios/ghp_inputs.json") @@ -1244,6 +1245,24 @@ end # Average COP which includes pump power should be lower than Heat Pump only COP specified by the map @test heating_cop_avg <= 4.0 @test cooling_cop_avg <= 8.0 + + # Load base inputs + input_data = JSON.parsefile("scenarios/ghp_inputs.json") + + d["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" + d["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 + d["GHP"]["ghx_useful_life_years"] = 35 + + inputs = REoptInputs(input_data) + # analysis period 25 years, ghx life 35 years, discount rate 8.3% + calculated_ghx_residual_value = (inputs.s.ghp_option_list[1].ghx_only_capital_cost)*((35-25)/35)/((1+0.083)^25) + + m1 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + m2 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + results = run_reopt([m1,m2], inputs) + + @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 + @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true end @testset "Emissions and Renewable Energy Percent" begin From d2af5b2acfaff2d2bf8226a65b222e25728e5685 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Tue, 26 Sep 2023 20:11:22 -0400 Subject: [PATCH 14/23] Update test_with_xpress.jl --- test/test_with_xpress.jl | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 0ad8ef6db..b7a2575c8 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1249,9 +1249,9 @@ end # Load base inputs input_data = JSON.parsefile("scenarios/ghp_inputs.json") - d["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" - d["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 - d["GHP"]["ghx_useful_life_years"] = 35 + input_data["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" + input_data["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 + input_data["GHP"]["ghx_useful_life_years"] = 35 inputs = REoptInputs(input_data) # analysis period 25 years, ghx life 35 years, discount rate 8.3% From 50c3f28bfd7a0e55bdc2f47d27da0f9f79f673d3 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Tue, 26 Sep 2023 22:20:18 -0400 Subject: [PATCH 15/23] fix failing tests --- src/results/financial.jl | 8 ++++---- test/test_with_xpress.jl | 26 +++++++++++++------------- 2 files changed, 17 insertions(+), 17 deletions(-) diff --git a/src/results/financial.jl b/src/results/financial.jl index 7cd159a05..92b2acb0d 100644 --- a/src/results/financial.jl +++ b/src/results/financial.jl @@ -49,10 +49,10 @@ function add_financial_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _ end r["lcc"] = value(m[Symbol("Costs"*_n)]) + 0.0001 * value(m[Symbol("MinChargeAdder"*_n)]) - value(m[Symbol("dvComfortLimitViolationCost"*_n)]) r["lifecycle_om_costs_before_tax"] = value(m[Symbol("TotalPerUnitSizeOMCosts"*_n)] + - m[Symbol("TotalPerUnitProdOMCosts"*_n)] + m[Symbol("TotalPerUnitHourOMCosts"*_n)] + m[Symbol("GHPOMCosts"*_n)]) + m[Symbol("TotalPerUnitProdOMCosts"*_n)] + m[Symbol("TotalPerUnitHourOMCosts"*_n)] + m[Symbol("GHPOMCosts")]) ## LCC breakdown: ## - r["lifecycle_generation_tech_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) # Tech capital costs (including replacements) + r["lifecycle_generation_tech_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("GHPCapCosts")]) # Tech capital costs (including replacements) r["lifecycle_storage_capital_costs"] = value(m[Symbol("TotalStorageCapCosts"*_n)]) # Storage capital costs (including replacements) r["lifecycle_om_costs_after_tax"] = r["lifecycle_om_costs_before_tax"] * (1 - p.s.financial.owner_tax_rate_fraction) # Fixed & Variable O&M if !isempty(p.techs.fuel_burning) @@ -85,9 +85,9 @@ function add_financial_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _ r["year_one_om_costs_before_tax"] = r["lifecycle_om_costs_before_tax"] / (p.pwf_om * p.third_party_factor) r["year_one_om_costs_after_tax"] = r["lifecycle_om_costs_after_tax"] / (p.pwf_om * p.third_party_factor) - r["lifecycle_capital_costs_plus_om_after_tax"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) + + r["lifecycle_capital_costs_plus_om_after_tax"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts")]) + r["lifecycle_om_costs_after_tax"] - r["lifecycle_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) + r["lifecycle_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts")]) r["initial_capital_costs"] = initial_capex(m, p; _n=_n) future_replacement_cost, present_replacement_cost = replacement_costs_future_and_present(m, p; _n=_n) r["initial_capital_costs_after_incentives"] = r["lifecycle_capital_costs"] / p.third_party_factor - present_replacement_cost diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index b7a2575c8..135db0e86 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1246,23 +1246,23 @@ end @test heating_cop_avg <= 4.0 @test cooling_cop_avg <= 8.0 - # Load base inputs - input_data = JSON.parsefile("scenarios/ghp_inputs.json") + # # Load base inputs + # input_data = JSON.parsefile("scenarios/ghp_inputs.json") - input_data["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" - input_data["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 - input_data["GHP"]["ghx_useful_life_years"] = 35 + # input_data["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" + # input_data["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 + # input_data["GHP"]["ghx_useful_life_years"] = 35 - inputs = REoptInputs(input_data) - # analysis period 25 years, ghx life 35 years, discount rate 8.3% - calculated_ghx_residual_value = (inputs.s.ghp_option_list[1].ghx_only_capital_cost)*((35-25)/35)/((1+0.083)^25) + # inputs = REoptInputs(input_data) + # # analysis period 25 years, ghx life 35 years, discount rate 8.3% + # calculated_ghx_residual_value = (inputs.s.ghp_option_list[1].ghx_only_capital_cost)*((35-25)/35)/((1+0.083)^25) - m1 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) - m2 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) - results = run_reopt([m1,m2], inputs) + # m1 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + # m2 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + # results = run_reopt([m1,m2], inputs) - @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 - @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true + # @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 + # @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true end @testset "Emissions and Renewable Energy Percent" begin From 2409de8b8a8163466c4866df46d00ec073d17526 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Tue, 26 Sep 2023 23:11:24 -0400 Subject: [PATCH 16/23] Update financial.jl zero out multinode ghp results --- src/results/financial.jl | 15 +++++++++++---- 1 file changed, 11 insertions(+), 4 deletions(-) diff --git a/src/results/financial.jl b/src/results/financial.jl index 92b2acb0d..2a1c0dab7 100644 --- a/src/results/financial.jl +++ b/src/results/financial.jl @@ -47,12 +47,19 @@ function add_financial_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _ if !(Symbol("TotalPerUnitHourOMCosts"*_n) in keys(m.obj_dict)) # CHP not currently included in multi-node modeling m[Symbol("TotalPerUnitHourOMCosts"*_n)] = 0.0 end + if !(Symbol("GHPOMCosts"*_n) in keys(m.obj_dict)) # CHP not currently included in multi-node modeling + m[Symbol("GHPOMCosts"*_n)] = 0.0 + end + if !(Symbol("GHPCapCosts"*_n) in keys(m.obj_dict)) # HHP not currently included in multi-node modeling + m[Symbol("GHPCapCosts"*_n)] = 0.0 + end + r["lcc"] = value(m[Symbol("Costs"*_n)]) + 0.0001 * value(m[Symbol("MinChargeAdder"*_n)]) - value(m[Symbol("dvComfortLimitViolationCost"*_n)]) r["lifecycle_om_costs_before_tax"] = value(m[Symbol("TotalPerUnitSizeOMCosts"*_n)] + - m[Symbol("TotalPerUnitProdOMCosts"*_n)] + m[Symbol("TotalPerUnitHourOMCosts"*_n)] + m[Symbol("GHPOMCosts")]) + m[Symbol("TotalPerUnitProdOMCosts"*_n)] + m[Symbol("TotalPerUnitHourOMCosts"*_n)] + m[Symbol("GHPOMCosts"*_n)]) ## LCC breakdown: ## - r["lifecycle_generation_tech_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("GHPCapCosts")]) # Tech capital costs (including replacements) + r["lifecycle_generation_tech_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) # Tech capital costs (including replacements) r["lifecycle_storage_capital_costs"] = value(m[Symbol("TotalStorageCapCosts"*_n)]) # Storage capital costs (including replacements) r["lifecycle_om_costs_after_tax"] = r["lifecycle_om_costs_before_tax"] * (1 - p.s.financial.owner_tax_rate_fraction) # Fixed & Variable O&M if !isempty(p.techs.fuel_burning) @@ -85,9 +92,9 @@ function add_financial_results(m::JuMP.AbstractModel, p::REoptInputs, d::Dict; _ r["year_one_om_costs_before_tax"] = r["lifecycle_om_costs_before_tax"] / (p.pwf_om * p.third_party_factor) r["year_one_om_costs_after_tax"] = r["lifecycle_om_costs_after_tax"] / (p.pwf_om * p.third_party_factor) - r["lifecycle_capital_costs_plus_om_after_tax"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts")]) + + r["lifecycle_capital_costs_plus_om_after_tax"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) + r["lifecycle_om_costs_after_tax"] - r["lifecycle_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts")]) + r["lifecycle_capital_costs"] = value(m[Symbol("TotalTechCapCosts"*_n)] + m[Symbol("TotalStorageCapCosts"*_n)] + m[Symbol("GHPCapCosts"*_n)]) r["initial_capital_costs"] = initial_capex(m, p; _n=_n) future_replacement_cost, present_replacement_cost = replacement_costs_future_and_present(m, p; _n=_n) r["initial_capital_costs_after_incentives"] = r["lifecycle_capital_costs"] / p.third_party_factor - present_replacement_cost From 832e976dd0ed7cebb366e72e0b67ffe1ebe7fbb1 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 28 Sep 2023 09:34:02 -0400 Subject: [PATCH 17/23] update test, bug fix, and hybrid updates --- src/core/electric_tariff.jl | 2 +- src/core/reopt.jl | 2 +- src/core/scenario.jl | 4 ++++ test/test_with_xpress.jl | 38 ++++++++++++++++++++++++------------- 4 files changed, 31 insertions(+), 15 deletions(-) diff --git a/src/core/electric_tariff.jl b/src/core/electric_tariff.jl index 0799409ee..27a4d4f28 100644 --- a/src/core/electric_tariff.jl +++ b/src/core/electric_tariff.jl @@ -361,7 +361,7 @@ function get_tier_with_lowest_energy_rate(u::URDBrate) """ #TODO: can eliminate if else if confirm that u.energy_rates is always 2D if length(u.energy_tier_limits) > 1 - return argmin(sum(u.energy_rates, dims=1)) + return argmin(vec(sum(u.energy_rates, dims=1))) else return 1 end diff --git a/src/core/reopt.jl b/src/core/reopt.jl index b04b81414..b7bb14dba 100644 --- a/src/core/reopt.jl +++ b/src/core/reopt.jl @@ -153,7 +153,7 @@ function run_reopt(ms::AbstractArray{T, 1}, p::REoptInputs) where T <: JuMP.Abst end return results_dict else - return rs + throw(@error("REopt scenarios solved either with errors of non-optimal solutions.")) end catch e if isnothing(e) # Error thrown by REopt diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 6630b5219..46d701c33 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -556,6 +556,7 @@ function Scenario(d::Dict; flex_hvac_from_json=false) end ghpghx_response = Dict([("inputs", ghpghx_inputs), ("outputs", ghpghx_results)]) + write("ghpghx_hybrid_results.json", JSON.json(ghpghx_response)) ghp_inputs_removed_ghpghx_params = deepcopy(d["GHP"]) for param in ["ghpghx_inputs", "ghpghx_responses", "ghpghx_response_uuids"] if haskey(d["GHP"], param) @@ -576,6 +577,9 @@ function Scenario(d::Dict; flex_hvac_from_json=false) pop!(ghp_inputs_removed_ghpghx_responses, "ghpghx_inputs") end for ghpghx_response in get(d["GHP"], "ghpghx_responses", []) + if get(ghpghx_response["inputs"], "hybrid_ghx_sizing_method", nothing) in ["Automatic", "Fractional"] + ghp_inputs_removed_ghpghx_responses["is_ghx_hybrid"] = true + end append!(ghp_option_list, [GHP(ghpghx_response, ghp_inputs_removed_ghpghx_responses)]) end end diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 135db0e86..277ebd1a0 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1246,23 +1246,35 @@ end @test heating_cop_avg <= 4.0 @test cooling_cop_avg <= 8.0 - # # Load base inputs - # input_data = JSON.parsefile("scenarios/ghp_inputs.json") + ## Hybrid GHP validation. + # Load base inputs + input_data = JSON.parsefile("scenarios/ghp_inputs.json") + + input_data["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" + input_data["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 + input_data["GHP"]["ghx_useful_life_years"] = 35 + input_data["GHP"]["ghpghx_responses"] = [JSON.parsefile("ghpghx_hybrid_results.json")] + + inputs = REoptInputs(input_data) - # input_data["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" - # input_data["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 - # input_data["GHP"]["ghx_useful_life_years"] = 35 + m1 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + m2 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + results = run_reopt([m1,m2], inputs) - # inputs = REoptInputs(input_data) - # # analysis period 25 years, ghx life 35 years, discount rate 8.3% - # calculated_ghx_residual_value = (inputs.s.ghp_option_list[1].ghx_only_capital_cost)*((35-25)/35)/((1+0.083)^25) + pop!(input_data["GHP"], "ghpghx_inputs") + pop!(input_data["GHP"], "ghpghx_responses") + ghp_obj = REopt.GHP(JSON.parsefile("ghpghx_hybrid_results.json"), input_data["GHP"]) - # m1 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) - # m2 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) - # results = run_reopt([m1,m2], inputs) + # Create GHP REopt object for results validation. + # analysis period 25 years, ghx life 35 years, discount rate 8.3% + calculated_ghx_residual_value = (ghp_obj.ghx_only_capital_cost)*( + (ghp_obj.ghx_useful_life_years-inputs.s.financial.analysis_years)/ghp_obj.ghx_useful_life_years) + /( + (1+inputs.s.financial.offtaker_discount_rate_fraction)^inputs.s.financial.analysis_years + ) - # @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 - # @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true + @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 + @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true end @testset "Emissions and Renewable Energy Percent" begin From b23b563265d26e0935c13ef0e5080bf279d593e1 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 28 Sep 2023 10:00:18 -0400 Subject: [PATCH 18/23] Create ghpghx_hybrid_results.json --- test/scenarios/ghpghx_hybrid_results.json | 114007 +++++++++++++++++++ 1 file changed, 114007 insertions(+) create mode 100644 test/scenarios/ghpghx_hybrid_results.json diff --git a/test/scenarios/ghpghx_hybrid_results.json b/test/scenarios/ghpghx_hybrid_results.json new file mode 100644 index 000000000..1a3490c9c --- /dev/null +++ b/test/scenarios/ghpghx_hybrid_results.json @@ -0,0 +1,114007 @@ +{ + "outputs": { + "yearly_ghx_pump_electric_consumption_series_kw": [ + 5.860000000000001, + 6.12, + 6.1999999999999975, + 6.28, + 5.8, + 5.500000000000001, + 4.7799999999999985, + 4.759999999999998, + 4.580000000000001, + 4.600000000000001, + 4.38, + 4.240000000000001, + 4.1000000000000005, + 3.9200000000000013, + 3.7000000000000006, + 3.600000000000001, + 3.7199999999999993, + 4.04, + 4.560000000000001, + 4.719999999999997, + 5.099999999999999, + 5.2200000000000015, + 5.46, + 5.380000000000002, + 5.419999999999999, + 5.419999999999999, + 5.240000000000002, + 5.259999999999999, + 4.759999999999998, + 13.120000000000003, + 6.140000000000002, + 5.060000000000001, + 5.120000000000003, + 5.3, + 4.960000000000003, + 4.66, + 4.38, + 4.2, + 4.059999999999999, + 3.899999999999999, + 3.8799999999999994, + 3.9200000000000013, + 3.680000000000001, + 3.760000000000001, + 4.160000000000002, + 4.240000000000001, + 4.560000000000001, + 4.699999999999999, + 4.82, + 4.939999999999999, + 5.039999999999997, + 5.14, + 4.84, + 9.439999999999994, + 5.64, + 5.039999999999997, + 4.719999999999997, + 4.5200000000000005, + 4.22, + 4.000000000000001, + 3.899999999999999, + 3.7999999999999994, + 3.659999999999999, + 3.6200000000000006, + 3.659999999999999, + 3.659999999999999, + 3.659999999999999, + 3.7000000000000006, + 4.04, + 4.160000000000002, + 4.5, + 4.560000000000001, + 4.699999999999999, + 4.82, + 4.920000000000002, + 5.0, + 4.719999999999997, + 8.339999999999998, + 5.380000000000002, + 4.859999999999999, + 4.640000000000002, + 4.54, + 4.38, + 4.28, + 4.22, + 4.160000000000002, + 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+ 0.9713370581769627, + 1.0899213600697968, + 1.121148337468181, + 1.2037401435588533, + 1.2328382635041315, + 1.2654209761606408, + 1.2869670411031207, + 1.3081273254564534, + 1.3429163586022077, + 1.3162806561149547, + 1.3242580449823094, + 1.1609547238050943, + 1.1316090957053895, + 1.0387769705229262, + 0.9738233401126327, + 0.9238372848871661, + 0.8848799994620378, + 0.8476149405567216, + 0.8084862816667362, + 0.7559665996815845, + 0.7233728464735307, + 0.7823674374761536, + 0.8755048103840117, + 1.0102973380213838, + 1.0482594514617294, + 1.1561608222250808, + 1.1783967792011703, + 1.2850229926862382, + 1.3468321406018577 + ], + "init_sizing_factor_ft_per_peak_ton": 300.0, + "ghx_model": "TESS" + } +} \ No newline at end of file From 11dc06654926fddbed39088dda5d43dbcc7a3276 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 28 Sep 2023 10:25:35 -0400 Subject: [PATCH 19/23] Update test_with_xpress.jl correct inputs filepath. --- test/test_with_xpress.jl | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 277ebd1a0..63dbf582c 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1253,7 +1253,7 @@ end input_data["GHP"]["ghpghx_inputs"][1]["hybrid_ghx_sizing_method"] = "Automatic" input_data["GHP"]["avoided_capex_by_ghp_present_value"] = 1.0e6 input_data["GHP"]["ghx_useful_life_years"] = 35 - input_data["GHP"]["ghpghx_responses"] = [JSON.parsefile("ghpghx_hybrid_results.json")] + input_data["GHP"]["ghpghx_responses"] = [JSON.parsefile("scenarios/ghpghx_hybrid_results.json")] inputs = REoptInputs(input_data) @@ -1263,7 +1263,7 @@ end pop!(input_data["GHP"], "ghpghx_inputs") pop!(input_data["GHP"], "ghpghx_responses") - ghp_obj = REopt.GHP(JSON.parsefile("ghpghx_hybrid_results.json"), input_data["GHP"]) + ghp_obj = REopt.GHP(JSON.parsefile("scenarios/ghpghx_hybrid_results.json"), input_data["GHP"]) # Create GHP REopt object for results validation. # analysis period 25 years, ghx life 35 years, discount rate 8.3% From b64ad6b9d10660855674ecec2f65ba0eff4050db Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 28 Sep 2023 11:29:08 -0400 Subject: [PATCH 20/23] Update test_with_xpress.jl --- test/test_with_xpress.jl | 13 +++++++------ 1 file changed, 7 insertions(+), 6 deletions(-) diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 63dbf582c..5c2a423f9 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1267,12 +1267,13 @@ end # Create GHP REopt object for results validation. # analysis period 25 years, ghx life 35 years, discount rate 8.3% - calculated_ghx_residual_value = (ghp_obj.ghx_only_capital_cost)*( - (ghp_obj.ghx_useful_life_years-inputs.s.financial.analysis_years)/ghp_obj.ghx_useful_life_years) - /( - (1+inputs.s.financial.offtaker_discount_rate_fraction)^inputs.s.financial.analysis_years - ) - + calculated_ghx_residual_value = ghp_obj.ghx_only_capital_cost* + ( + (ghp_obj.ghx_useful_life_years - inputs.s.financial.analysis_years)/ghp_obj.ghx_useful_life_years + )/( + (1 + inputs.s.financial.offtaker_discount_rate_fraction)^inputs.s.financial.analysis_years + ) + @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true end From 02b026503d1928e659fd7f8b940b2ccff16d22b8 Mon Sep 17 00:00:00 2001 From: lixiangk1 <72464565+lixiangk1@users.noreply.github.com> Date: Thu, 28 Sep 2023 11:11:34 -0600 Subject: [PATCH 21/23] Add centralized GHP test and update GHP cost curve calc --- src/core/ghp.jl | 24 +++++---- test/scenarios/ghp_inputs_wwhp.json | 64 ++++++++++++++++++++++++ test/scenarios/ghpghx_response_wwhp.json | 1 + test/test_with_xpress.jl | 31 ++++++++++++ 4 files changed, 109 insertions(+), 11 deletions(-) create mode 100644 test/scenarios/ghp_inputs_wwhp.json create mode 100644 test/scenarios/ghpghx_response_wwhp.json diff --git a/src/core/ghp.jl b/src/core/ghp.jl index a6498d310..dd79d159b 100644 --- a/src/core/ghp.jl +++ b/src/core/ghp.jl @@ -213,25 +213,27 @@ function setup_installed_cost_curve!(ghp::GHP, response::Dict) ghp.tech_sizes_for_cost_curve = [0.0, big_number] if ghp.heat_pump_configuration == "WSHP" - ghp.installed_cost_per_kw = [ghp.ghx_only_capital_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost, - ghp.installed_cost_heatpump_per_ton] + # Use this with the cost curve to determine absolute cost + ghp.heatpump_capacity_ton = heatpump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load elseif ghp.heat_pump_configuration == "WWHP" - ghp.wwhp_heating_pump_installed_cost_curve = [ghp.ghx_only_capital_cost + aux_cooler_cost + aux_heater_cost, - ghp.installed_cost_wwhp_heating_pump_per_ton] - ghp.wwhp_cooling_pump_installed_cost_curve = [ghp.ghx_only_capital_cost + aux_cooler_cost + aux_heater_cost, - ghp.installed_cost_wwhp_cooling_pump_per_ton] + ghp.wwhp_heating_pump_capacity_ton = wwhp_heating_pump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + ghp.wwhp_cooling_pump_capacity_ton = wwhp_cooling_pump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load end # Using a separate call to _get_REopt_cost_curve in data_manager for "ghp" (not included in "available_techs") - # and then use the value below for heat pump capacity to calculate the final absolute cost for GHP + # and then use the value above for heat pump capacity to calculate the final absolute cost for GHP if ghp.heat_pump_configuration == "WSHP" - # Use this with the cost curve to determine absolute cost - ghp.heatpump_capacity_ton = heatpump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + ghp.installed_cost_per_kw = [0, (ghp.ghx_only_capital_cost + hydronic_loop_cost + aux_cooler_cost + aux_heater_cost) / + ghp.heatpump_capacity_ton + ghp.installed_cost_heatpump_per_ton] elseif ghp.heat_pump_configuration == "WWHP" - ghp.wwhp_heating_pump_capacity_ton = wwhp_heating_pump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load - ghp.wwhp_cooling_pump_capacity_ton = wwhp_cooling_pump_peak_ton * ghp.heatpump_capacity_sizing_factor_on_peak_load + # Divide by two to avoid double counting non-heatpump costs + ghp.wwhp_heating_pump_installed_cost_curve = [0, (ghp.ghx_only_capital_cost + aux_cooler_cost + aux_heater_cost) / 2 / + ghp.wwhp_heating_pump_capacity_ton + ghp.installed_cost_wwhp_heating_pump_per_ton] + ghp.wwhp_cooling_pump_installed_cost_curve = [0, (ghp.ghx_only_capital_cost + aux_cooler_cost + aux_heater_cost) / 2 / + ghp.wwhp_cooling_pump_capacity_ton + ghp.installed_cost_wwhp_cooling_pump_per_ton] end + end function setup_om_cost!(ghp::GHP) diff --git a/test/scenarios/ghp_inputs_wwhp.json b/test/scenarios/ghp_inputs_wwhp.json new file mode 100644 index 000000000..2fd96d876 --- /dev/null +++ b/test/scenarios/ghp_inputs_wwhp.json @@ -0,0 +1,64 @@ +{ + "Site": { + "latitude": 41.878, + "longitude": -87.63 + }, + "Financial": { + "analysis_years": 25, + "om_cost_escalation_rate_fraction": 0.025, + "elec_cost_escalation_rate_fraction": 0.023, + "boiler_fuel_cost_escalation_rate_fraction": 0.034, + "offtaker_discount_rate_fraction": 0.083, + "offtaker_tax_rate_fraction": 0.26 + }, + "ElectricLoad": { + "doe_reference_name": "LargeOffice" + }, + "ElectricTariff": { + "urdb_label": "5cef0a415457a33576f60fe2" + }, + "SpaceHeatingLoad": { + "doe_reference_name": "LargeOffice" + }, + "DomesticHotWaterLoad": { + "doe_reference_name": "LargeOffice", + "annual_mmbtu": 3000 + }, + "ExistingBoiler": { + "fuel_cost_per_mmbtu": 10.0 + }, + "CoolingLoad": { + "doe_reference_name": "LargeOffice" + }, + "GHP": { + "require_ghp_purchase": true, + "building_sqft": 50000.0, + "can_serve_dhw": false, + "space_heating_efficiency_thermal_factor": 0.85, + "cooling_efficiency_thermal_factor": 0.6, + "installed_cost_wwhp_heating_pump_per_ton": 700.0, + "installed_cost_wwhp_cooling_pump_per_ton": 700.0, + "heatpump_capacity_sizing_factor_on_peak_load": 1.1, + "installed_cost_ghx_per_ft": 14.0, + "macrs_option_years": 5, + "macrs_bonus_fraction": 0.0, + "macrs_itc_reduction": 0.5, + "federal_itc_fraction": 0.3, + "ghpghx_inputs": [{ + "borehole_depth_ft": 400.0, + "simulation_years": 20, + "solver_eft_tolerance_f": 2.0, + "ghx_model": "TESS", + "tess_ghx_minimum_timesteps_per_hour": 1, + "max_sizing_iterations": 10, + "init_sizing_factor_ft_per_peak_ton": 300.0 + }] + }, + "PV": { + "max_kw": 0.0 + }, + "ElectricStorage": { + "max_kw": 0.0, + "max_kwh": 0.0 + } +} \ No newline at end of file diff --git a/test/scenarios/ghpghx_response_wwhp.json b/test/scenarios/ghpghx_response_wwhp.json new file mode 100644 index 000000000..7df3bcd97 --- /dev/null +++ b/test/scenarios/ghpghx_response_wwhp.json @@ -0,0 +1 @@ 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\ No newline at end of file diff --git a/test/test_with_xpress.jl b/test/test_with_xpress.jl index 5c2a423f9..d15943036 100644 --- a/test/test_with_xpress.jl +++ b/test/test_with_xpress.jl @@ -1276,6 +1276,37 @@ end @test results["GHP"]["ghx_residual_value_present_value"] ≈ calculated_ghx_residual_value atol=0.1 @test inputs.s.ghp_option_list[1].is_ghx_hybrid = true + + # Test centralized GHP cost calculations + input_data_wwhp = JSON.parsefile("scenarios/ghp_inputs_wwhp.json") + response_wwhp = JSON.parsefile("scenarios/ghpghx_response_wwhp.json") + input_data_wwhp["GHP"]["ghpghx_responses"] = [response_wwhp] + + s_wwhp = Scenario(input_data_wwhp) + inputs_wwhp = REoptInputs(s_wwhp) + m3 = Model(optimizer_with_attributes(Xpress.Optimizer, "MIPRELSTOP" => 0.001, "OUTPUTLOG" => 0)) + results_wwhp = run_reopt(m3, inputs_wwhp) + + + heating_hp_cost = input_data_wwhp["GHP"]["installed_cost_wwhp_heating_pump_per_ton"] * + input_data_wwhp["GHP"]["heatpump_capacity_sizing_factor_on_peak_load"] * + results_wwhp["GHP"]["ghpghx_chosen_outputs"]["peak_heating_heatpump_thermal_ton"] + + cooling_hp_cost = input_data_wwhp["GHP"]["installed_cost_wwhp_cooling_pump_per_ton"] * + input_data_wwhp["GHP"]["heatpump_capacity_sizing_factor_on_peak_load"] * + results_wwhp["GHP"]["ghpghx_chosen_outputs"]["peak_cooling_heatpump_thermal_ton"] + + ghx_cost = input_data_wwhp["GHP"]["installed_cost_ghx_per_ft"] * + results_wwhp["GHP"]["ghpghx_chosen_outputs"]["number_of_boreholes"] * + results_wwhp["GHP"]["ghpghx_chosen_outputs"]["length_boreholes_ft"] + + # CAPEX reduction factor for 30% ITC, 5-year MACRS, assuming 26% tax rate and 8.3% discount + capex_reduction_factor = 0.455005797 + + calculated_ghp_capex = (heating_hp_cost + cooling_hp_cost + ghx_cost) * (1 - capex_reduction_factor) + + reopt_ghp_capex = results_wwhp["Financial"]["lifecycle_capital_costs"] + @test calculated_ghp_capex ≈ reopt_ghp_capex atol=300 end @testset "Emissions and Renewable Energy Percent" begin From 891ac433f3fc58d368ee21cd5f8ec985e0a9a6f5 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 28 Sep 2023 16:09:49 -0400 Subject: [PATCH 22/23] Update scenario.jl rm extra write statement --- src/core/scenario.jl | 1 - 1 file changed, 1 deletion(-) diff --git a/src/core/scenario.jl b/src/core/scenario.jl index 46d701c33..892086a82 100644 --- a/src/core/scenario.jl +++ b/src/core/scenario.jl @@ -556,7 +556,6 @@ function Scenario(d::Dict; flex_hvac_from_json=false) end ghpghx_response = Dict([("inputs", ghpghx_inputs), ("outputs", ghpghx_results)]) - write("ghpghx_hybrid_results.json", JSON.json(ghpghx_response)) ghp_inputs_removed_ghpghx_params = deepcopy(d["GHP"]) for param in ["ghpghx_inputs", "ghpghx_responses", "ghpghx_response_uuids"] if haskey(d["GHP"], param) From 0b2a5a0fca8edf46153aa0b1e57dde2e937905d4 Mon Sep 17 00:00:00 2001 From: "Rathod, Bhavesh" Date: Thu, 28 Sep 2023 18:14:45 -0400 Subject: [PATCH 23/23] Update CHANGELOG.md --- CHANGELOG.md | 12 ++++++++++++ 1 file changed, 12 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index 3eafe34b7..8a6ddb160 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -23,6 +23,18 @@ Classify the change according to the following categories: ### Deprecated ### Removed +## v0.34.0 +### Added +- Ability to run hybrid GHX sizing using **GhpGhx.jl** (automatic and fractional sizing) +- Added financial inputs for **GHP** and updated objective and results to reflect these changes +- Added central plant **GHP** +### Fixed +- Fix output of `get_tier_with_lowest_energy_rate(u::URDBrate)` to return an index and not cartesian coordinates for multi-tier energy rates. +- Updated **GHP** cost curve calculations so incentives apply to all GHP components + +### Changed +- If a `REoptInputs` object solves with termination status infeasible, altert user and return a dictionary insteadof JuMP model + ## v0.33.0 ### Added - Functionality to evaluate scenarios with Wind can in the ERP (`backup_reliability`)