Cambium Grid Climate Emissions and Updated AVERT

CHANGELOG.md

@@ -23,6 +23,29 @@ Classify the change according to the following categories:
     ### Deprecated
     ### Removed
 
+## Develop - 2023-06-26
+### Changed
+- Changed default source for CO2 grid emissions values to NREL's Cambium 2022 Database (by default: CO2e, long-run marginal emissions rates levelized (averaged) over the analysis period, assuming start year 2024). Added new emissions inputs and call to Cambium API in `src/core/electric_utility.jl`. Included option for user to use AVERT data for CO2 using **co2_from_avert** boolian. 
+- Updated `electric_utility` **emissions_region** to **avert_emissions_region** and **distance_to_emissions_region_meters** to **distance_to_avert_emissions_region_meters**. 
+- Updated default **emissions_factor_XXX_decrease_fraction** (where XXX is CO2, NOx, SO2, and PM2.5) from 0.01174 to 0.02163 based on Cambium 2022 Mid-Case scenario, LRMER CO2e (Combustion+Precombustion) 2024-2049 projected values. CO2 projected decrease defaults to 0 if Cambium data are used for CO2 (Cambium API call will levelize values).
+- Updated AVERT emissions data to v4.1, which uses Regional Data Files (RDFs) for year 2022. Data is saved in `data/emissions/AVERT_Data`. For Alaska and Hawaii (regions AKGD, HIMS, HIOA), updated eGRID data to eGRID2021 datafile and adjusted CO2 values to CO2e values to align with default used for Cambium data. 
+- Updated default fuel emissions factors from CO2 to CO2-equivalent (CO2e) values. In `src/core/generator.jl`, updated **emissions_factor_lb_CO2_per_gal** from 22.51 to 22.58. In `src/REopt.jl` updated **emissions_factor_lb_CO2_per_mmbtu** => Dict(
+        "natural_gas"=>116.9 to 117.03,
+        "landfill_bio_gas"=>114,8 to 115.38,
+        "propane"=>138.6 to 139.16,
+        "diesel_oil"=>163.1 to 163.61
+    )
+- Changed calculation of all `annual` emissions results (e.g. **Site.annual_emissions_tonnes_CO2**) to simple annual averages (lifecycle emissions divided by analysis_years). This is because the default climate emissions from Cambium are already levelized over the analysis horizon and therefore "year_one" emissions cannot be easily obtained.  
+
+### Added
+- In `src/REopt.jl`, added **cambium_emissions_profile** as an export for use via the REopt_API. 
+- In `src/results/electric_utility.jl` **cambium_emissions_region**
+
+### Fixed 
+- Adjust grid emissions profiles for day of week alignment with load_year.
+- In `test_with_xpress.jl`, updated "Emissions and Renewable Energy Percent" expected values to account for load year adjustment. 
+- In `src/core/electric_utility.jl`, error when user-provided emissions series does not match timestep per hour, as is done in other cases of incorrect user-provided data.
+
 ## Develop 2024-01-16
 ### Fixed
 - In `reopt.jl`, group objective function incentives (into **ObjectivePenalties**) and avoid directly modifying m[:Costs]. Previously, some of these were incorrectly included in the reported **Financial.lcc**. 

src/REopt.jl

@@ -21,7 +21,8 @@ export
     get_steam_turbine_defaults_size_class,
     simulated_load,
     get_absorption_chiller_defaults,
-    emissions_profiles,
+    avert_emissions_profiles,
+    cambium_emissions_profile,
     easiur_data,
     get_existing_chiller_default_cop
 
@@ -72,10 +73,10 @@ const FUEL_DEFAULTS = Dict(
         "diesel_oil"=>0.0
     ),
     "emissions_factor_lb_CO2_per_mmbtu" => Dict(
-        "natural_gas"=>116.9,
-        "landfill_bio_gas"=>114.8,
-        "propane"=>138.6,
-        "diesel_oil"=>163.1
+        "natural_gas"=>117.03,
+        "landfill_bio_gas"=>115.38,
+        "propane"=>139.16,
+        "diesel_oil"=>163.61
     ),
     "emissions_factor_lb_NOx_per_mmbtu" => Dict(
         "natural_gas"=>0.09139,

src/constraints/emissions_constraints.jl

@@ -40,11 +40,6 @@ function add_yr1_emissions_calcs(m,p)
 		yr1_emissions_offset_from_elec_exports_lbs_SO2
 	m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_PM25] = m[:yr1_emissions_from_elec_grid_lbs_PM25] - 
 		yr1_emissions_offset_from_elec_exports_lbs_PM25
-
-	m[:EmissionsYr1_Total_LbsCO2] = m[:yr1_emissions_onsite_fuel_lbs_CO2] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_CO2]
-	m[:EmissionsYr1_Total_LbsNOx] = m[:yr1_emissions_onsite_fuel_lbs_NOx] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_NOx]
-	m[:EmissionsYr1_Total_LbsSO2] = m[:yr1_emissions_onsite_fuel_lbs_SO2] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_SO2]
-	m[:EmissionsYr1_Total_LbsPM25] = m[:yr1_emissions_onsite_fuel_lbs_PM25] + m[:yr1_emissions_from_elec_grid_net_if_selected_lbs_PM25]
 	nothing
 end
 

src/core/electric_load.jl

@@ -6,7 +6,7 @@
     path_to_csv::String = "", # for csv containing loads_kw
     doe_reference_name::String = "",
     blended_doe_reference_names::Array{String, 1} = String[],
-    blended_doe_reference_percents::Array{<:Real,1} = Real[],
+    blended_doe_reference_percents::Array{<:Real,1} = Real[], # Values should be between 0-1 and sum to 1.0
     year::Int = doe_reference_name ≠ "" || blended_doe_reference_names ≠ String[] ? 2017 : 2022, # used in ElectricTariff to align rate schedule with weekdays/weekends. DOE CRB profiles must use 2017. If providing load data, specify year of data.
     city::String = "",
     annual_kwh::Union{Real, Nothing} = nothing,

src/core/electric_tariff.jl

@@ -93,7 +93,7 @@ function ElectricTariff(;
     urdb_response::Dict=Dict(),
     urdb_utility_name::String="",
     urdb_rate_name::String="",
-    year::Int=2022,   # Will be passed from ElectricLoad
+    year::Int=2022,   # Passed from ElectricLoad
     time_steps_per_hour::Int=1,
     NEM::Bool=false,
     wholesale_rate::T1=nothing,