R/zchunk_L210.resources_USA.R
In JGCRI/gcamdata: Build the GCAM Input Datasets
Defines functions
module_gcamusa_L210.resources_USA
Documented in
module_gcamusa_L210.resources_USA
# Copyright 2019 Battelle Memorial Institute; see the LICENSE file.
#' module_gcamusa_L210.resources_USA
#'
#' GCAM-USA resource market information, prices, TechChange parameters, and supply curves.
#'
#' @param command API command to execute
#' @param ... other optional parameters, depending on command
#' @return Depends on \code{command}: either a vector of required inputs,
#' a vector of output names, or (if \code{command} is "MAKE") all
#' the generated outputs: \code{L210.DeleteRenewRsrc_USArsrc}, \code{L210.DeleteUnlimitRsrc_USArsrc}, \code{L210.RenewRsrc_USA},
#' \code{L210.UnlimitRsrc_USA}, \code{L210.UnlimitRsrcPrice_USA}, \code{L210.SmthRenewRsrcTechChange_USA}, \code{L210.SmthRenewRsrcTechChange_offshore_wind_USA},
#' \code{L210.SmthRenewRsrcCurves_wind_USA}, \code{L210.SmthRenewRsrcCurves_offshore_wind_USA}, \code{L210.GrdRenewRsrcCurves_geo_USA}, \code{L210.GrdRenewRsrcMax_geo_USA},
#' \code{L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA}, \code{L210.DeleteUnlimitRsrc_USAlimestone},
#' \code{L210.UnlimitRsrc_limestone_USA}, \code{L210.UnlimitRsrcPrice_limestone_USA}, \code{L210.ResTechShrwt_USA}. The corresponding file in the
#' original data system was \code{L210.resources_USA.R} (gcam-usa level2).
#' @details GCAM-USA resource market information, prices, TechChange parameters, and supply curves.
#' @importFrom assertthat assert_that
#' @importFrom dplyr anti_join filter if_else group_by lag mutate select summarise bind_rows
#' @author RLH November 2017
module_gcamusa_L210.resources_USA <- function(command, ...) {
if(command == driver.DECLARE_INPUTS) {
return(c(FILE = "gcam-usa/states_subregions",
FILE = "energy/calibrated_techs",
FILE = "gcam-usa/NREL_us_re_technical_potential",
FILE = "gcam-usa/us_state_wind",
FILE = "gcam-usa/A10.renewable_resource_delete",
"L115.rsrc_state_rooftopPV",
"L120.RsrcCurves_EJ_R_offshore_wind_USA",
"L1231.out_EJ_state_elec_F_tech",
"L1321.out_Mt_state_cement_Yh",
"L210.RenewRsrc",
"L210.UnlimitRsrc",
"L210.UnlimitRsrcPrice",
"L210.SmthRenewRsrcTechChange",
"L210.SmthRenewRsrcCurves_wind",
"L210.SmthRenewRsrcCurvesGdpElast_roofPV",
"L210.GrdRenewRsrcCurves_geo",
"L210.GrdRenewRsrcMax_geo",
"L210.SmthRenewRsrcTechChange_offshore_wind"))
} else if(command == driver.DECLARE_OUTPUTS) {
return(c("L210.DeleteRenewRsrc_USArsrc", #
"L210.DeleteUnlimitRsrc_USArsrc", #
"L210.RenewRsrc_USA", #
"L210.UnlimitRsrc_USA", #
"L210.UnlimitRsrcPrice_USA", #
"L210.SmthRenewRsrcTechChange_USA", #
"L210.SmthRenewRsrcTechChange_offshore_wind_USA", #
"L210.SmthRenewRsrcCurves_wind_USA", #
"L210.SmthRenewRsrcCurves_offshore_wind_USA", #
"L210.GrdRenewRsrcCurves_geo_USA", #
"L210.GrdRenewRsrcMax_geo_USA", #
"L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA", #
"L210.DeleteUnlimitRsrc_USAlimestone", #
"L210.UnlimitRsrc_limestone_USA", #
"L210.UnlimitRsrcPrice_limestone_USA",
"L210.ResTechShrwt_USA")) #
} else if(command == driver.MAKE) {
all_data <- list(...)[[1]]
# Silence package checks
Geothermal_Hydrothermal_GWh <- State <- available <- b_exp <- cost_modifier <- curve.exponent <- curve_exponent <-
extractioncost <- generation <- geothermal <- grade <- grade_share <- maxResource <- maxSubResource <- mid.price <-
mid_p <- mid_price <- object <- offtake <- offtake_share <- region <- renewresource <- smooth.renewable.subresource <-
state <- unlimited.resource <- value <- year <- year.fillout <- . <-
sub.renewable.resource <- subresource <- NULL
# Load required inputs
states_subregions <- get_data(all_data, "gcam-usa/states_subregions")
calibrated_techs <- get_data(all_data, "energy/calibrated_techs")
NREL_us_re_technical_potential <- get_data(all_data, "gcam-usa/NREL_us_re_technical_potential")
us_state_wind <- get_data(all_data, "gcam-usa/us_state_wind")
A10.renewable_resource_delete <- get_data(all_data, "gcam-usa/A10.renewable_resource_delete")
L115.rsrc_state_rooftopPV <- get_data(all_data, "L115.rsrc_state_rooftopPV")
L120.RsrcCurves_EJ_R_offshore_wind_USA <- get_data(all_data, "L120.RsrcCurves_EJ_R_offshore_wind_USA", strip_attributes = TRUE)
L1231.out_EJ_state_elec_F_tech <- get_data(all_data, "L1231.out_EJ_state_elec_F_tech")
L1321.out_Mt_state_cement_Yh <- get_data(all_data, "L1321.out_Mt_state_cement_Yh")
L210.RenewRsrc <- get_data(all_data, "L210.RenewRsrc", strip_attributes = TRUE)
L210.UnlimitRsrc <- get_data(all_data, "L210.UnlimitRsrc", strip_attributes = TRUE)
L210.UnlimitRsrcPrice <- get_data(all_data, "L210.UnlimitRsrcPrice", strip_attributes = TRUE)
L210.SmthRenewRsrcTechChange <- get_data(all_data, "L210.SmthRenewRsrcTechChange", strip_attributes = TRUE)
L210.SmthRenewRsrcCurves_wind <- get_data(all_data, "L210.SmthRenewRsrcCurves_wind", strip_attributes = TRUE)
L210.SmthRenewRsrcCurvesGdpElast_roofPV <- get_data(all_data, "L210.SmthRenewRsrcCurvesGdpElast_roofPV", strip_attributes = TRUE)
L210.GrdRenewRsrcCurves_geo <- get_data(all_data, "L210.GrdRenewRsrcCurves_geo")
L210.GrdRenewRsrcMax_geo <- get_data(all_data, "L210.GrdRenewRsrcMax_geo", strip_attributes = TRUE)
L210.SmthRenewRsrcTechChange_offshore_wind <- get_data(all_data, "L210.SmthRenewRsrcTechChange_offshore_wind", strip_attributes = TRUE)
# ===================================================
# States that produce cement
cement_states <- unique(L1321.out_Mt_state_cement_Yh$state)
# States which have offshore wind resource
offshore_wind_states <- unique(L120.RsrcCurves_EJ_R_offshore_wind_USA$region)
# NOTE: geothermal resource is not created in the states considered to have zero hydrothermal production available
NREL_us_re_technical_potential <- NREL_us_re_technical_potential %>%
# remove TOTAL row
filter(State != "TOTAL") %>%
# Add state abbreviation
left_join_error_no_match(states_subregions, by = c("State" = "state_name")) %>%
# Convert geothermal to EJ
mutate(geothermal = Geothermal_Hydrothermal_GWh * CONV_GWH_EJ / gcamusa.GEOTHERMAL_DEFAULT_EFFICIENCY,
renewresource = "geothermal") %>%
select(region = state, renewresource, geothermal)
# States that do not use geothermal
geo_states_noresource <- NREL_us_re_technical_potential %>%
filter(geothermal == 0) %>%
select(region, renewresource)
# States that use geothermal
geo_states <- filter(NREL_us_re_technical_potential, geothermal > 0)$region %>% unique()
# NOTE: keeping limestone resources separate, written out to XML batch file for cement
# L210.DeleteRenewRsrc_USArsrc: remove selected renewable resources from the USA region
L210.DeleteRenewRsrc_USArsrc <- L210.RenewRsrc %>%
filter(region == gcam.USA_REGION,
renewresource %in% gcamusa.STATE_RENEWABLE_RESOURCES) %>%
select(region, renewresource) %>%
# filtering and selecting was not removing attributes from L210.RenewRsrc, so we add this meaningless mutate
mutate(region = region)
# L210.DeleteUnlimitRsrc_USArsrc: remove selected renewable resources from the USA region
L210.DeleteUnlimitRsrc_USArsrc <- L210.UnlimitRsrc %>%
filter(region == gcam.USA_REGION,
unlimited.resource %in% gcamusa.STATE_UNLIMITED_RESOURCES) %>%
select(region, unlimited.resource) %>%
# filtering and selecting was not removing attributes from L210.UnlimitRsrc, so we add this meaningless mutate
mutate(region = region)
# Separate into limestone and other unlimited resource
L210.DeleteUnlimitRsrc_USAlimestone <- L210.DeleteUnlimitRsrc_USArsrc %>%
filter(unlimited.resource == "limestone")
L210.DeleteUnlimitRsrc_USArsrc <- L210.DeleteUnlimitRsrc_USArsrc %>%
filter(unlimited.resource != "limestone")
# L210.RenewRsrc_USA: renewable resource info in the states
L210.RenewRsrc_USA <- L210.RenewRsrc %>%
filter(region == gcam.USA_REGION,
renewresource %in% gcamusa.STATE_RENEWABLE_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["RenewRsrc"]]) %>%
# Remove geothermal from states that don't have it
anti_join(geo_states_noresource, by = c("region", "renewresource")) %>%
mutate(market = region)
# Remove offshore wind in states with no resource
L210.RenewRsrc_USA %>%
filter(renewresource != "offshore wind resource") %>%
bind_rows(L210.RenewRsrc_USA %>%
filter(renewresource == "offshore wind resource", region %in% offshore_wind_states)) %>%
# Wind power is assumed to be infeasible in DC. Thus, it should not be assigned "onshore wind resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "renewresource" = "resource_elec_subsector")) ->
L210.ResTechShrwt_USA-> L210.RenewRsrc_USA
# L210.UnlimitRsrc_USA: unlimited resource info in the states
L210.UnlimitRsrc_USA <- L210.UnlimitRsrc %>%
filter(region == gcam.USA_REGION,
unlimited.resource %in% gcamusa.STATE_UNLIMITED_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["UnlimitRsrc"]]) %>%
# Utility-scale (i.e. non-rooftop) solar is assumed to be infeasible in DC.
# Thus, it should not be assigned "global solar resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "unlimited.resource" = "resource_elec_subsector"))
L210.UnlimitRsrc_limestone_USA <- L210.UnlimitRsrc_USA %>%
filter(unlimited.resource == "limestone",
region %in% cement_states)
L210.UnlimitRsrc_USA <- L210.UnlimitRsrc_USA %>%
filter(unlimited.resource != "limestone")
# L210.UnlimitRsrcPrice_USA: unlimited resource prices in the states
L210.UnlimitRsrcPrice_USA <- L210.UnlimitRsrcPrice %>%
filter(region == gcam.USA_REGION,
unlimited.resource %in% gcamusa.STATE_UNLIMITED_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["UnlimitRsrcPrice"]]) %>%
# Utility-scale (i.e. non-rooftop) solar is assumed to be infeasible in DC.
# Thus, it should not be assigned "global solar resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "unlimited.resource" = "resource_elec_subsector"))
L210.UnlimitRsrcPrice_limestone_USA <- L210.UnlimitRsrcPrice_USA %>%
filter(unlimited.resource == "limestone",
region %in% cement_states)
L210.UnlimitRsrcPrice_USA <- L210.UnlimitRsrcPrice_USA %>%
filter(unlimited.resource != "limestone")
# L210.SmthRenewRsrcTechChange_USA: smooth renewable resource tech change
L210.SmthRenewRsrcTechChange_USA <- L210.SmthRenewRsrcTechChange %>%
filter(region == gcam.USA_REGION,
renewresource %in% gcamusa.STATE_RENEWABLE_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["SmthRenewRsrcTechChange"]]) %>%
# If geothermal is included in this table, remove states that don't exist
anti_join(geo_states_noresource, by = c("region", "renewresource"))
# L210.SmthRenewRsrcTechChange_offshore_wind_USA: technological change for offshore wind
L210.SmthRenewRsrcTechChange_offshore_wind_USA <- L210.SmthRenewRsrcTechChange_offshore_wind %>%
filter(region == gcam.USA_REGION) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["SmthRenewRsrcTechChange"]]) %>%
filter(region %in% offshore_wind_states)
# L210.SmthRenewRsrcCurves_wind_USA: wind resource curves in the states
L210.SmthRenewRsrcCurves_wind_USA <- L210.SmthRenewRsrcCurves_wind %>%
filter(region == gcam.USA_REGION) %>%
repeat_add_columns(tibble(state = gcamusa.STATES)) %>%
# Add in new maxSubResource, mid.price, and curve.exponent from us_state_wind
left_join_error_no_match(us_state_wind, by = c("state" = "region")) %>%
# Convert us_state_wind units from 2007$/kWh to 1975$/GJ
mutate(mid_price = mid_price * gdp_deflator(1975, 2007) / CONV_KWH_GJ) %>%
select(region = state, renewresource, smooth.renewable.subresource, year.fillout,
maxSubResource = maxResource, mid.price = mid_price, curve.exponent = curve_exponent) %>%
# Wind power is assumed to be infeasible in DC. Thus, it should not be assigned "onshore wind resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "renewresource" = "resource_elec_subsector"))
# L210.SmthRenewRsrcCurves_offshore_wind_USA: supply curves of offshore wind resources in the states
L210.SmthRenewRsrcCurves_offshore_wind_USA <- L120.RsrcCurves_EJ_R_offshore_wind_USA %>%
mutate(year.fillout = min(MODEL_BASE_YEARS))
# L210.GrdRenewRsrcCurves_geo_USA: geothermal resource curves in the states
L210.GrdRenewRsrcCurves_geo_USA <- L210.GrdRenewRsrcCurves_geo %>%
filter(region == gcam.USA_REGION) %>%
mutate(change_cost = extractioncost - lag(extractioncost))
# Calculate the cost increment between grades 1 and 2
L210.GeoGrade2Increment <- L210.GrdRenewRsrcCurves_geo_USA %>%
summarise(value = extractioncost[grade == "grade 2"] - extractioncost[grade == "grade 1"])
# Calculate the share of the resource to allocate to each grade
# NOTE: The method here gives precendence to the state-level NREL data in defining the quantities
L210.GrdRenewRsrcCurves_geo_USA <- L210.GrdRenewRsrcCurves_geo_USA %>%
mutate(grade_share = available / sum(available)) %>%
select(-region) %>%
repeat_add_columns(tibble(region = geo_states)) %>%
left_join_error_no_match(NREL_us_re_technical_potential, by = c("region", "renewresource")) %>%
mutate(available = round(grade_share * geothermal, energy.DIGITS_CALOUTPUT)) %>%
left_join_error_no_match(L1231.out_EJ_state_elec_F_tech %>%
filter(year == max(HISTORICAL_YEARS)), by = c("region" = "state", "renewresource" = "fuel")) %>%
# Each state is assigned the same cost points, even though costs are obviously different by state
# We don't have any data indicating the cost of the next geothermal power station by state, so we'll use the historical generation
# to modify the floor of the cost curve in each state. This is ad-hoc and can be improved at some point.
mutate(offtake = value / gcamusa.GEOTHERMAL_DEFAULT_EFFICIENCY,
offtake_share = offtake / available) %>%
group_by(region) %>%
mutate(offtake_share = if_else(available == 0, offtake_share[available != 0], offtake_share)) %>%
ungroup() %>%
# Index everything to the state with the largest share of its resource in use. That will get the floor of the cost curve
mutate(cost_modifier = 1 - (offtake_share / max(offtake_share)),
extractioncost = if_else(grade == "grade 1",
round(extractioncost + L210.GeoGrade2Increment$value * 0.5 * cost_modifier, energy.DIGITS_COST),
extractioncost)) %>%
select(LEVEL2_DATA_NAMES[["RenewRsrcCurves"]])
# Maximum resources: currently assuming this is just set to 1, and the resource info is stored in the grades
# L210.GrdRenewRsrcMax_geo_USA: max sub resource for geothermal (placeholder)
L210.GrdRenewRsrcMax_geo_USA <- L210.GrdRenewRsrcMax_geo %>%
filter(region == gcam.USA_REGION) %>%
select(-region) %>%
repeat_add_columns(tibble(region = geo_states))
# L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA: rooftop PV resource curves in the states
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA <- L210.SmthRenewRsrcCurvesGdpElast_roofPV %>%
filter(region == gcam.USA_REGION) %>%
select(-region, -maxSubResource, -mid.price, -curve.exponent) %>%
write_to_all_states(names = c(names(.), "region")) %>%
left_join_error_no_match(L115.rsrc_state_rooftopPV, by = c("region" = "state")) %>%
rename(maxSubResource = generation, mid.price = mid_p, curve.exponent = b_exp)
# L210.ResTechShrwt_USA: To provide a shell for the technology object in the resources
L210.SmthRenewRsrcCurves_wind_USA %>%
select(region, resource = renewresource, subresource = smooth.renewable.subresource) %>%
bind_rows(select(L210.GrdRenewRsrcMax_geo_USA, region, resource = renewresource, subresource = sub.renewable.resource)) %>%
bind_rows(select(L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA, region, resource = renewresource, subresource = smooth.renewable.subresource)) %>%
bind_rows(select(L210.SmthRenewRsrcCurves_offshore_wind_USA, region, resource = renewresource, subresource = smooth.renewable.subresource)) %>%
repeat_add_columns(tibble(year = MODEL_YEARS)) %>%
mutate(technology = subresource,
share.weight = 1.0) %>%
select(LEVEL2_DATA_NAMES[["ResTechShrwt"]]) %>%
# Wind power is assumed to be infeasible in DC. Thus, it should not be assigned "onshore wind resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "resource" = "resource_elec_subsector")) ->
L210.ResTechShrwt_USA
# ===================================================
# Produce outputs
L210.DeleteRenewRsrc_USArsrc %>%
add_title("Remove selected renewable resources from the USA region") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered by region and resource type") %>%
add_legacy_name("L210.DeleteRenewRsrc_USArsrc") %>%
add_precursors("L210.RenewRsrc") ->
L210.DeleteRenewRsrc_USArsrc
L210.DeleteUnlimitRsrc_USArsrc %>%
add_title("Remove selected unlimited resources from the USA region") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered by region and resource type") %>%
add_legacy_name("L210.DeleteUnlimitRsrc_USArsrc") %>%
add_precursors("L210.UnlimitRsrc") ->
L210.DeleteUnlimitRsrc_USArsrc
L210.DeleteUnlimitRsrc_USAlimestone %>%
add_title("Remove limestone from the USA region") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered by region and resource type") %>%
add_legacy_name("L210.DeleteUnlimitRsrc_USAlimestone") %>%
add_precursors("L210.UnlimitRsrc") ->
L210.DeleteUnlimitRsrc_USAlimestone
L210.RenewRsrc_USA %>%
add_title("Renewable resource info in the states") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered and written to all states") %>%
add_legacy_name("L210.RenewRsrc_USA") %>%
add_precursors("L210.RenewRsrc",
"gcam-usa/NREL_us_re_technical_potential",
"gcam-usa/states_subregions",
"gcam-usa/A10.renewable_resource_delete") ->
L210.RenewRsrc_USA
L210.UnlimitRsrc_USA %>%
add_title("Unlimited resource info in the states") %>%
add_units("NA") %>%
add_comments("L210.UnlimitRsrc filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrc_USA") %>%
add_precursors("L210.UnlimitRsrc",
"gcam-usa/A10.renewable_resource_delete") ->
L210.UnlimitRsrc_USA
L210.UnlimitRsrc_limestone_USA %>%
add_title("Limestone info in the states") %>%
add_units("NA") %>%
add_comments("L210.UnlimitRsrc filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrc_limestone_USA") %>%
add_precursors("L210.UnlimitRsrc",
"L1321.out_Mt_state_cement_Yh") ->
L210.UnlimitRsrc_limestone_USA
L210.UnlimitRsrcPrice_USA %>%
add_title("Unlimited resource prices in the states") %>%
add_units("1975$/GJ") %>%
add_comments("L210.UnlimitRsrcPrice filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrcPrice_USA") %>%
add_precursors("L210.UnlimitRsrcPrice",
"gcam-usa/A10.renewable_resource_delete") ->
L210.UnlimitRsrcPrice_USA
L210.UnlimitRsrcPrice_limestone_USA %>%
add_title("Limestone prices in the states") %>%
add_units("1975$/kg") %>%
add_comments("L210.UnlimitRsrcPrice filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrcPrice_limestone_USA") %>%
add_precursors("L210.UnlimitRsrcPrice",
"L1321.out_Mt_state_cement_Yh") ->
L210.UnlimitRsrcPrice_limestone_USA
L210.SmthRenewRsrcTechChange_USA %>%
add_title("Smooth renewable resource tech change: USA") %>%
add_units("Unitless") %>%
add_comments("L210.SmthRenewRsrcTechChange filtered and written to all states") %>%
add_legacy_name("L210.SmthRenewRsrcTechChange_USA") %>%
add_precursors("L210.SmthRenewRsrcTechChange",
"energy/calibrated_techs") ->
L210.SmthRenewRsrcTechChange_USA
L210.SmthRenewRsrcTechChange_offshore_wind_USA %>%
add_title("Smooth renewable resource tech change for offshore wind: USA") %>%
add_units("Unitless") %>%
add_comments("L210.SmthRenewRsrcTechChange filtered and written to all states") %>%
add_precursors("L210.SmthRenewRsrcTechChange",
"L210.SmthRenewRsrcTechChange_offshore_wind",
"energy/calibrated_techs") ->
L210.SmthRenewRsrcTechChange_offshore_wind_USA
L210.SmthRenewRsrcCurves_wind_USA %>%
add_title("Wind resource curves in the states") %>%
add_units("maxSubResource: EJ; mid.price: 1975$/GJ") %>%
add_comments("L210.SmthRenewRsrcCurves_wind filtered and written to all states") %>%
add_legacy_name("L210.SmthRenewRsrcCurves_wind_USA") %>%
add_precursors("L210.SmthRenewRsrcCurves_wind",
"gcam-usa/us_state_wind",
"gcam-usa/A10.renewable_resource_delete") ->
L210.SmthRenewRsrcCurves_wind_USA
L210.SmthRenewRsrcCurves_offshore_wind_USA %>%
add_title("Offshore wind resource curve USA") %>%
add_units("maxSubResource: EJ; mid.price: 1975$/GJ") %>%
add_comments("Copy of L120.RsrcCurves_EJ_R_offshore_wind_USA") %>%
add_precursors("L120.RsrcCurves_EJ_R_offshore_wind_USA") ->
L210.SmthRenewRsrcCurves_offshore_wind_USA
L210.GrdRenewRsrcCurves_geo_USA %>%
add_title("Geothermal resource curves in the states") %>%
add_units("available: EJ; extractioncost: 1975$/GJ") %>%
add_comments("USA data from L210.GrdRenewRsrcCurves_geo shared out with NREL_us_re_technical_potential") %>%
add_legacy_name("L210.GrdRenewRsrcCurves_geo_USA") %>%
add_precursors("L210.GrdRenewRsrcCurves_geo",
"gcam-usa/NREL_us_re_technical_potential",
"L1231.out_EJ_state_elec_F_tech") ->
L210.GrdRenewRsrcCurves_geo_USA
L210.GrdRenewRsrcMax_geo_USA %>%
add_title("Max sub resource for geothermal (placeholder)") %>%
add_units("Unitless") %>%
add_comments("L210.GrdRenewRsrcMax_geo filtered and written to relevant states, constant value used") %>%
add_legacy_name("L210.GrdRenewRsrcMax_geo_USA") %>%
add_precursors("L210.GrdRenewRsrcMax_geo") ->
L210.GrdRenewRsrcMax_geo_USA
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA %>%
add_title("Rooftop PV resource curves by state") %>%
add_units("maxSubResource: EJ; mid.price = 1975$/GJ") %>%
add_comments("Values from L115.rsrc_state_rooftopPV added to categories from L210.SmthRenewRsrcCurvesGdpElast_roofPV") %>%
add_legacy_name("L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA") %>%
add_precursors("L210.SmthRenewRsrcCurvesGdpElast_roofPV",
"L115.rsrc_state_rooftopPV") ->
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA
L210.ResTechShrwt_USA %>%
add_title("Technology share-weights for the renewable resources") %>%
add_units("NA") %>%
add_comments("Mostly just to provide a shell of a technology for the resource to use") %>%
add_precursors("L210.SmthRenewRsrcCurves_wind",
"gcam-usa/us_state_wind",
"L210.GrdRenewRsrcMax_geo",
"L210.SmthRenewRsrcCurvesGdpElast_roofPV",
"L115.rsrc_state_rooftopPV",
"gcam-usa/A10.renewable_resource_delete") ->
L210.ResTechShrwt_USA
return_data(L210.DeleteRenewRsrc_USArsrc,
L210.DeleteUnlimitRsrc_USArsrc,
L210.RenewRsrc_USA,
L210.UnlimitRsrc_USA,
L210.UnlimitRsrcPrice_USA,
L210.SmthRenewRsrcTechChange_USA,
L210.SmthRenewRsrcTechChange_offshore_wind_USA,
L210.SmthRenewRsrcCurves_wind_USA,
L210.SmthRenewRsrcCurves_offshore_wind_USA,
L210.GrdRenewRsrcCurves_geo_USA,
L210.GrdRenewRsrcMax_geo_USA,
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA,
L210.DeleteUnlimitRsrc_USAlimestone,
L210.UnlimitRsrc_limestone_USA,
L210.UnlimitRsrcPrice_limestone_USA,
L210.ResTechShrwt_USA)
} else {
stop("Unknown command")
}
}
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Defines functions module_gcamusa_L210.resources_USA
Documented in module_gcamusa_L210.resources_USA
# Copyright 2019 Battelle Memorial Institute; see the LICENSE file.
#' module_gcamusa_L210.resources_USA
#'
#' GCAM-USA resource market information, prices, TechChange parameters, and supply curves.
#'
#' @param command API command to execute
#' @param ... other optional parameters, depending on command
#' @return Depends on \code{command}: either a vector of required inputs,
#' a vector of output names, or (if \code{command} is "MAKE") all
#' the generated outputs: \code{L210.DeleteRenewRsrc_USArsrc}, \code{L210.DeleteUnlimitRsrc_USArsrc}, \code{L210.RenewRsrc_USA},
#' \code{L210.UnlimitRsrc_USA}, \code{L210.UnlimitRsrcPrice_USA}, \code{L210.SmthRenewRsrcTechChange_USA}, \code{L210.SmthRenewRsrcTechChange_offshore_wind_USA},
#' \code{L210.SmthRenewRsrcCurves_wind_USA}, \code{L210.SmthRenewRsrcCurves_offshore_wind_USA}, \code{L210.GrdRenewRsrcCurves_geo_USA}, \code{L210.GrdRenewRsrcMax_geo_USA},
#' \code{L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA}, \code{L210.DeleteUnlimitRsrc_USAlimestone},
#' \code{L210.UnlimitRsrc_limestone_USA}, \code{L210.UnlimitRsrcPrice_limestone_USA}, \code{L210.ResTechShrwt_USA}. The corresponding file in the
#' original data system was \code{L210.resources_USA.R} (gcam-usa level2).
#' @details GCAM-USA resource market information, prices, TechChange parameters, and supply curves.
#' @importFrom assertthat assert_that
#' @importFrom dplyr anti_join filter if_else group_by lag mutate select summarise bind_rows
#' @author RLH November 2017
module_gcamusa_L210.resources_USA <- function(command, ...) {
if(command == driver.DECLARE_INPUTS) {
return(c(FILE = "gcam-usa/states_subregions",
FILE = "energy/calibrated_techs",
FILE = "gcam-usa/NREL_us_re_technical_potential",
FILE = "gcam-usa/us_state_wind",
FILE = "gcam-usa/A10.renewable_resource_delete",
"L115.rsrc_state_rooftopPV",
"L120.RsrcCurves_EJ_R_offshore_wind_USA",
"L1231.out_EJ_state_elec_F_tech",
"L1321.out_Mt_state_cement_Yh",
"L210.RenewRsrc",
"L210.UnlimitRsrc",
"L210.UnlimitRsrcPrice",
"L210.SmthRenewRsrcTechChange",
"L210.SmthRenewRsrcCurves_wind",
"L210.SmthRenewRsrcCurvesGdpElast_roofPV",
"L210.GrdRenewRsrcCurves_geo",
"L210.GrdRenewRsrcMax_geo",
"L210.SmthRenewRsrcTechChange_offshore_wind"))
} else if(command == driver.DECLARE_OUTPUTS) {
return(c("L210.DeleteRenewRsrc_USArsrc", #
"L210.DeleteUnlimitRsrc_USArsrc", #
"L210.RenewRsrc_USA", #
"L210.UnlimitRsrc_USA", #
"L210.UnlimitRsrcPrice_USA", #
"L210.SmthRenewRsrcTechChange_USA", #
"L210.SmthRenewRsrcTechChange_offshore_wind_USA", #
"L210.SmthRenewRsrcCurves_wind_USA", #
"L210.SmthRenewRsrcCurves_offshore_wind_USA", #
"L210.GrdRenewRsrcCurves_geo_USA", #
"L210.GrdRenewRsrcMax_geo_USA", #
"L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA", #
"L210.DeleteUnlimitRsrc_USAlimestone", #
"L210.UnlimitRsrc_limestone_USA", #
"L210.UnlimitRsrcPrice_limestone_USA",
"L210.ResTechShrwt_USA")) #
} else if(command == driver.MAKE) {
all_data <- list(...)[[1]]
# Silence package checks
Geothermal_Hydrothermal_GWh <- State <- available <- b_exp <- cost_modifier <- curve.exponent <- curve_exponent <-
extractioncost <- generation <- geothermal <- grade <- grade_share <- maxResource <- maxSubResource <- mid.price <-
mid_p <- mid_price <- object <- offtake <- offtake_share <- region <- renewresource <- smooth.renewable.subresource <-
state <- unlimited.resource <- value <- year <- year.fillout <- . <-
sub.renewable.resource <- subresource <- NULL
# Load required inputs
states_subregions <- get_data(all_data, "gcam-usa/states_subregions")
calibrated_techs <- get_data(all_data, "energy/calibrated_techs")
NREL_us_re_technical_potential <- get_data(all_data, "gcam-usa/NREL_us_re_technical_potential")
us_state_wind <- get_data(all_data, "gcam-usa/us_state_wind")
A10.renewable_resource_delete <- get_data(all_data, "gcam-usa/A10.renewable_resource_delete")
L115.rsrc_state_rooftopPV <- get_data(all_data, "L115.rsrc_state_rooftopPV")
L120.RsrcCurves_EJ_R_offshore_wind_USA <- get_data(all_data, "L120.RsrcCurves_EJ_R_offshore_wind_USA", strip_attributes = TRUE)
L1231.out_EJ_state_elec_F_tech <- get_data(all_data, "L1231.out_EJ_state_elec_F_tech")
L1321.out_Mt_state_cement_Yh <- get_data(all_data, "L1321.out_Mt_state_cement_Yh")
L210.RenewRsrc <- get_data(all_data, "L210.RenewRsrc", strip_attributes = TRUE)
L210.UnlimitRsrc <- get_data(all_data, "L210.UnlimitRsrc", strip_attributes = TRUE)
L210.UnlimitRsrcPrice <- get_data(all_data, "L210.UnlimitRsrcPrice", strip_attributes = TRUE)
L210.SmthRenewRsrcTechChange <- get_data(all_data, "L210.SmthRenewRsrcTechChange", strip_attributes = TRUE)
L210.SmthRenewRsrcCurves_wind <- get_data(all_data, "L210.SmthRenewRsrcCurves_wind", strip_attributes = TRUE)
L210.SmthRenewRsrcCurvesGdpElast_roofPV <- get_data(all_data, "L210.SmthRenewRsrcCurvesGdpElast_roofPV", strip_attributes = TRUE)
L210.GrdRenewRsrcCurves_geo <- get_data(all_data, "L210.GrdRenewRsrcCurves_geo")
L210.GrdRenewRsrcMax_geo <- get_data(all_data, "L210.GrdRenewRsrcMax_geo", strip_attributes = TRUE)
L210.SmthRenewRsrcTechChange_offshore_wind <- get_data(all_data, "L210.SmthRenewRsrcTechChange_offshore_wind", strip_attributes = TRUE)
# ===================================================
# States that produce cement
cement_states <- unique(L1321.out_Mt_state_cement_Yh$state)
# States which have offshore wind resource
offshore_wind_states <- unique(L120.RsrcCurves_EJ_R_offshore_wind_USA$region)
# NOTE: geothermal resource is not created in the states considered to have zero hydrothermal production available
NREL_us_re_technical_potential <- NREL_us_re_technical_potential %>%
# remove TOTAL row
filter(State != "TOTAL") %>%
# Add state abbreviation
left_join_error_no_match(states_subregions, by = c("State" = "state_name")) %>%
# Convert geothermal to EJ
mutate(geothermal = Geothermal_Hydrothermal_GWh * CONV_GWH_EJ / gcamusa.GEOTHERMAL_DEFAULT_EFFICIENCY,
renewresource = "geothermal") %>%
select(region = state, renewresource, geothermal)
# States that do not use geothermal
geo_states_noresource <- NREL_us_re_technical_potential %>%
filter(geothermal == 0) %>%
select(region, renewresource)
# States that use geothermal
geo_states <- filter(NREL_us_re_technical_potential, geothermal > 0)$region %>% unique()
# NOTE: keeping limestone resources separate, written out to XML batch file for cement
# L210.DeleteRenewRsrc_USArsrc: remove selected renewable resources from the USA region
L210.DeleteRenewRsrc_USArsrc <- L210.RenewRsrc %>%
filter(region == gcam.USA_REGION,
renewresource %in% gcamusa.STATE_RENEWABLE_RESOURCES) %>%
select(region, renewresource) %>%
# filtering and selecting was not removing attributes from L210.RenewRsrc, so we add this meaningless mutate
mutate(region = region)
# L210.DeleteUnlimitRsrc_USArsrc: remove selected renewable resources from the USA region
L210.DeleteUnlimitRsrc_USArsrc <- L210.UnlimitRsrc %>%
filter(region == gcam.USA_REGION,
unlimited.resource %in% gcamusa.STATE_UNLIMITED_RESOURCES) %>%
select(region, unlimited.resource) %>%
# filtering and selecting was not removing attributes from L210.UnlimitRsrc, so we add this meaningless mutate
mutate(region = region)
# Separate into limestone and other unlimited resource
L210.DeleteUnlimitRsrc_USAlimestone <- L210.DeleteUnlimitRsrc_USArsrc %>%
filter(unlimited.resource == "limestone")
L210.DeleteUnlimitRsrc_USArsrc <- L210.DeleteUnlimitRsrc_USArsrc %>%
filter(unlimited.resource != "limestone")
# L210.RenewRsrc_USA: renewable resource info in the states
L210.RenewRsrc_USA <- L210.RenewRsrc %>%
filter(region == gcam.USA_REGION,
renewresource %in% gcamusa.STATE_RENEWABLE_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["RenewRsrc"]]) %>%
# Remove geothermal from states that don't have it
anti_join(geo_states_noresource, by = c("region", "renewresource")) %>%
mutate(market = region)
# Remove offshore wind in states with no resource
L210.RenewRsrc_USA %>%
filter(renewresource != "offshore wind resource") %>%
bind_rows(L210.RenewRsrc_USA %>%
filter(renewresource == "offshore wind resource", region %in% offshore_wind_states)) %>%
# Wind power is assumed to be infeasible in DC. Thus, it should not be assigned "onshore wind resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "renewresource" = "resource_elec_subsector")) ->
L210.ResTechShrwt_USA-> L210.RenewRsrc_USA
# L210.UnlimitRsrc_USA: unlimited resource info in the states
L210.UnlimitRsrc_USA <- L210.UnlimitRsrc %>%
filter(region == gcam.USA_REGION,
unlimited.resource %in% gcamusa.STATE_UNLIMITED_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["UnlimitRsrc"]]) %>%
# Utility-scale (i.e. non-rooftop) solar is assumed to be infeasible in DC.
# Thus, it should not be assigned "global solar resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "unlimited.resource" = "resource_elec_subsector"))
L210.UnlimitRsrc_limestone_USA <- L210.UnlimitRsrc_USA %>%
filter(unlimited.resource == "limestone",
region %in% cement_states)
L210.UnlimitRsrc_USA <- L210.UnlimitRsrc_USA %>%
filter(unlimited.resource != "limestone")
# L210.UnlimitRsrcPrice_USA: unlimited resource prices in the states
L210.UnlimitRsrcPrice_USA <- L210.UnlimitRsrcPrice %>%
filter(region == gcam.USA_REGION,
unlimited.resource %in% gcamusa.STATE_UNLIMITED_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["UnlimitRsrcPrice"]]) %>%
# Utility-scale (i.e. non-rooftop) solar is assumed to be infeasible in DC.
# Thus, it should not be assigned "global solar resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "unlimited.resource" = "resource_elec_subsector"))
L210.UnlimitRsrcPrice_limestone_USA <- L210.UnlimitRsrcPrice_USA %>%
filter(unlimited.resource == "limestone",
region %in% cement_states)
L210.UnlimitRsrcPrice_USA <- L210.UnlimitRsrcPrice_USA %>%
filter(unlimited.resource != "limestone")
# L210.SmthRenewRsrcTechChange_USA: smooth renewable resource tech change
L210.SmthRenewRsrcTechChange_USA <- L210.SmthRenewRsrcTechChange %>%
filter(region == gcam.USA_REGION,
renewresource %in% gcamusa.STATE_RENEWABLE_RESOURCES) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["SmthRenewRsrcTechChange"]]) %>%
# If geothermal is included in this table, remove states that don't exist
anti_join(geo_states_noresource, by = c("region", "renewresource"))
# L210.SmthRenewRsrcTechChange_offshore_wind_USA: technological change for offshore wind
L210.SmthRenewRsrcTechChange_offshore_wind_USA <- L210.SmthRenewRsrcTechChange_offshore_wind %>%
filter(region == gcam.USA_REGION) %>%
write_to_all_states(LEVEL2_DATA_NAMES[["SmthRenewRsrcTechChange"]]) %>%
filter(region %in% offshore_wind_states)
# L210.SmthRenewRsrcCurves_wind_USA: wind resource curves in the states
L210.SmthRenewRsrcCurves_wind_USA <- L210.SmthRenewRsrcCurves_wind %>%
filter(region == gcam.USA_REGION) %>%
repeat_add_columns(tibble(state = gcamusa.STATES)) %>%
# Add in new maxSubResource, mid.price, and curve.exponent from us_state_wind
left_join_error_no_match(us_state_wind, by = c("state" = "region")) %>%
# Convert us_state_wind units from 2007$/kWh to 1975$/GJ
mutate(mid_price = mid_price * gdp_deflator(1975, 2007) / CONV_KWH_GJ) %>%
select(region = state, renewresource, smooth.renewable.subresource, year.fillout,
maxSubResource = maxResource, mid.price = mid_price, curve.exponent = curve_exponent) %>%
# Wind power is assumed to be infeasible in DC. Thus, it should not be assigned "onshore wind resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "renewresource" = "resource_elec_subsector"))
# L210.SmthRenewRsrcCurves_offshore_wind_USA: supply curves of offshore wind resources in the states
L210.SmthRenewRsrcCurves_offshore_wind_USA <- L120.RsrcCurves_EJ_R_offshore_wind_USA %>%
mutate(year.fillout = min(MODEL_BASE_YEARS))
# L210.GrdRenewRsrcCurves_geo_USA: geothermal resource curves in the states
L210.GrdRenewRsrcCurves_geo_USA <- L210.GrdRenewRsrcCurves_geo %>%
filter(region == gcam.USA_REGION) %>%
mutate(change_cost = extractioncost - lag(extractioncost))
# Calculate the cost increment between grades 1 and 2
L210.GeoGrade2Increment <- L210.GrdRenewRsrcCurves_geo_USA %>%
summarise(value = extractioncost[grade == "grade 2"] - extractioncost[grade == "grade 1"])
# Calculate the share of the resource to allocate to each grade
# NOTE: The method here gives precendence to the state-level NREL data in defining the quantities
L210.GrdRenewRsrcCurves_geo_USA <- L210.GrdRenewRsrcCurves_geo_USA %>%
mutate(grade_share = available / sum(available)) %>%
select(-region) %>%
repeat_add_columns(tibble(region = geo_states)) %>%
left_join_error_no_match(NREL_us_re_technical_potential, by = c("region", "renewresource")) %>%
mutate(available = round(grade_share * geothermal, energy.DIGITS_CALOUTPUT)) %>%
left_join_error_no_match(L1231.out_EJ_state_elec_F_tech %>%
filter(year == max(HISTORICAL_YEARS)), by = c("region" = "state", "renewresource" = "fuel")) %>%
# Each state is assigned the same cost points, even though costs are obviously different by state
# We don't have any data indicating the cost of the next geothermal power station by state, so we'll use the historical generation
# to modify the floor of the cost curve in each state. This is ad-hoc and can be improved at some point.
mutate(offtake = value / gcamusa.GEOTHERMAL_DEFAULT_EFFICIENCY,
offtake_share = offtake / available) %>%
group_by(region) %>%
mutate(offtake_share = if_else(available == 0, offtake_share[available != 0], offtake_share)) %>%
ungroup() %>%
# Index everything to the state with the largest share of its resource in use. That will get the floor of the cost curve
mutate(cost_modifier = 1 - (offtake_share / max(offtake_share)),
extractioncost = if_else(grade == "grade 1",
round(extractioncost + L210.GeoGrade2Increment$value * 0.5 * cost_modifier, energy.DIGITS_COST),
extractioncost)) %>%
select(LEVEL2_DATA_NAMES[["RenewRsrcCurves"]])
# Maximum resources: currently assuming this is just set to 1, and the resource info is stored in the grades
# L210.GrdRenewRsrcMax_geo_USA: max sub resource for geothermal (placeholder)
L210.GrdRenewRsrcMax_geo_USA <- L210.GrdRenewRsrcMax_geo %>%
filter(region == gcam.USA_REGION) %>%
select(-region) %>%
repeat_add_columns(tibble(region = geo_states))
# L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA: rooftop PV resource curves in the states
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA <- L210.SmthRenewRsrcCurvesGdpElast_roofPV %>%
filter(region == gcam.USA_REGION) %>%
select(-region, -maxSubResource, -mid.price, -curve.exponent) %>%
write_to_all_states(names = c(names(.), "region")) %>%
left_join_error_no_match(L115.rsrc_state_rooftopPV, by = c("region" = "state")) %>%
rename(maxSubResource = generation, mid.price = mid_p, curve.exponent = b_exp)
# L210.ResTechShrwt_USA: To provide a shell for the technology object in the resources
L210.SmthRenewRsrcCurves_wind_USA %>%
select(region, resource = renewresource, subresource = smooth.renewable.subresource) %>%
bind_rows(select(L210.GrdRenewRsrcMax_geo_USA, region, resource = renewresource, subresource = sub.renewable.resource)) %>%
bind_rows(select(L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA, region, resource = renewresource, subresource = smooth.renewable.subresource)) %>%
bind_rows(select(L210.SmthRenewRsrcCurves_offshore_wind_USA, region, resource = renewresource, subresource = smooth.renewable.subresource)) %>%
repeat_add_columns(tibble(year = MODEL_YEARS)) %>%
mutate(technology = subresource,
share.weight = 1.0) %>%
select(LEVEL2_DATA_NAMES[["ResTechShrwt"]]) %>%
# Wind power is assumed to be infeasible in DC. Thus, it should not be assigned "onshore wind resource".
# Use anti_join to remove it from the table.
anti_join(A10.renewable_resource_delete, by = c("region", "resource" = "resource_elec_subsector")) ->
L210.ResTechShrwt_USA
# ===================================================
# Produce outputs
L210.DeleteRenewRsrc_USArsrc %>%
add_title("Remove selected renewable resources from the USA region") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered by region and resource type") %>%
add_legacy_name("L210.DeleteRenewRsrc_USArsrc") %>%
add_precursors("L210.RenewRsrc") ->
L210.DeleteRenewRsrc_USArsrc
L210.DeleteUnlimitRsrc_USArsrc %>%
add_title("Remove selected unlimited resources from the USA region") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered by region and resource type") %>%
add_legacy_name("L210.DeleteUnlimitRsrc_USArsrc") %>%
add_precursors("L210.UnlimitRsrc") ->
L210.DeleteUnlimitRsrc_USArsrc
L210.DeleteUnlimitRsrc_USAlimestone %>%
add_title("Remove limestone from the USA region") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered by region and resource type") %>%
add_legacy_name("L210.DeleteUnlimitRsrc_USAlimestone") %>%
add_precursors("L210.UnlimitRsrc") ->
L210.DeleteUnlimitRsrc_USAlimestone
L210.RenewRsrc_USA %>%
add_title("Renewable resource info in the states") %>%
add_units("NA") %>%
add_comments("L210.RenewRsrc filtered and written to all states") %>%
add_legacy_name("L210.RenewRsrc_USA") %>%
add_precursors("L210.RenewRsrc",
"gcam-usa/NREL_us_re_technical_potential",
"gcam-usa/states_subregions",
"gcam-usa/A10.renewable_resource_delete") ->
L210.RenewRsrc_USA
L210.UnlimitRsrc_USA %>%
add_title("Unlimited resource info in the states") %>%
add_units("NA") %>%
add_comments("L210.UnlimitRsrc filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrc_USA") %>%
add_precursors("L210.UnlimitRsrc",
"gcam-usa/A10.renewable_resource_delete") ->
L210.UnlimitRsrc_USA
L210.UnlimitRsrc_limestone_USA %>%
add_title("Limestone info in the states") %>%
add_units("NA") %>%
add_comments("L210.UnlimitRsrc filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrc_limestone_USA") %>%
add_precursors("L210.UnlimitRsrc",
"L1321.out_Mt_state_cement_Yh") ->
L210.UnlimitRsrc_limestone_USA
L210.UnlimitRsrcPrice_USA %>%
add_title("Unlimited resource prices in the states") %>%
add_units("1975$/GJ") %>%
add_comments("L210.UnlimitRsrcPrice filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrcPrice_USA") %>%
add_precursors("L210.UnlimitRsrcPrice",
"gcam-usa/A10.renewable_resource_delete") ->
L210.UnlimitRsrcPrice_USA
L210.UnlimitRsrcPrice_limestone_USA %>%
add_title("Limestone prices in the states") %>%
add_units("1975$/kg") %>%
add_comments("L210.UnlimitRsrcPrice filtered and written to all states") %>%
add_legacy_name("L210.UnlimitRsrcPrice_limestone_USA") %>%
add_precursors("L210.UnlimitRsrcPrice",
"L1321.out_Mt_state_cement_Yh") ->
L210.UnlimitRsrcPrice_limestone_USA
L210.SmthRenewRsrcTechChange_USA %>%
add_title("Smooth renewable resource tech change: USA") %>%
add_units("Unitless") %>%
add_comments("L210.SmthRenewRsrcTechChange filtered and written to all states") %>%
add_legacy_name("L210.SmthRenewRsrcTechChange_USA") %>%
add_precursors("L210.SmthRenewRsrcTechChange",
"energy/calibrated_techs") ->
L210.SmthRenewRsrcTechChange_USA
L210.SmthRenewRsrcTechChange_offshore_wind_USA %>%
add_title("Smooth renewable resource tech change for offshore wind: USA") %>%
add_units("Unitless") %>%
add_comments("L210.SmthRenewRsrcTechChange filtered and written to all states") %>%
add_precursors("L210.SmthRenewRsrcTechChange",
"L210.SmthRenewRsrcTechChange_offshore_wind",
"energy/calibrated_techs") ->
L210.SmthRenewRsrcTechChange_offshore_wind_USA
L210.SmthRenewRsrcCurves_wind_USA %>%
add_title("Wind resource curves in the states") %>%
add_units("maxSubResource: EJ; mid.price: 1975$/GJ") %>%
add_comments("L210.SmthRenewRsrcCurves_wind filtered and written to all states") %>%
add_legacy_name("L210.SmthRenewRsrcCurves_wind_USA") %>%
add_precursors("L210.SmthRenewRsrcCurves_wind",
"gcam-usa/us_state_wind",
"gcam-usa/A10.renewable_resource_delete") ->
L210.SmthRenewRsrcCurves_wind_USA
L210.SmthRenewRsrcCurves_offshore_wind_USA %>%
add_title("Offshore wind resource curve USA") %>%
add_units("maxSubResource: EJ; mid.price: 1975$/GJ") %>%
add_comments("Copy of L120.RsrcCurves_EJ_R_offshore_wind_USA") %>%
add_precursors("L120.RsrcCurves_EJ_R_offshore_wind_USA") ->
L210.SmthRenewRsrcCurves_offshore_wind_USA
L210.GrdRenewRsrcCurves_geo_USA %>%
add_title("Geothermal resource curves in the states") %>%
add_units("available: EJ; extractioncost: 1975$/GJ") %>%
add_comments("USA data from L210.GrdRenewRsrcCurves_geo shared out with NREL_us_re_technical_potential") %>%
add_legacy_name("L210.GrdRenewRsrcCurves_geo_USA") %>%
add_precursors("L210.GrdRenewRsrcCurves_geo",
"gcam-usa/NREL_us_re_technical_potential",
"L1231.out_EJ_state_elec_F_tech") ->
L210.GrdRenewRsrcCurves_geo_USA
L210.GrdRenewRsrcMax_geo_USA %>%
add_title("Max sub resource for geothermal (placeholder)") %>%
add_units("Unitless") %>%
add_comments("L210.GrdRenewRsrcMax_geo filtered and written to relevant states, constant value used") %>%
add_legacy_name("L210.GrdRenewRsrcMax_geo_USA") %>%
add_precursors("L210.GrdRenewRsrcMax_geo") ->
L210.GrdRenewRsrcMax_geo_USA
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA %>%
add_title("Rooftop PV resource curves by state") %>%
add_units("maxSubResource: EJ; mid.price = 1975$/GJ") %>%
add_comments("Values from L115.rsrc_state_rooftopPV added to categories from L210.SmthRenewRsrcCurvesGdpElast_roofPV") %>%
add_legacy_name("L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA") %>%
add_precursors("L210.SmthRenewRsrcCurvesGdpElast_roofPV",
"L115.rsrc_state_rooftopPV") ->
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA
L210.ResTechShrwt_USA %>%
add_title("Technology share-weights for the renewable resources") %>%
add_units("NA") %>%
add_comments("Mostly just to provide a shell of a technology for the resource to use") %>%
add_precursors("L210.SmthRenewRsrcCurves_wind",
"gcam-usa/us_state_wind",
"L210.GrdRenewRsrcMax_geo",
"L210.SmthRenewRsrcCurvesGdpElast_roofPV",
"L115.rsrc_state_rooftopPV",
"gcam-usa/A10.renewable_resource_delete") ->
L210.ResTechShrwt_USA
return_data(L210.DeleteRenewRsrc_USArsrc,
L210.DeleteUnlimitRsrc_USArsrc,
L210.RenewRsrc_USA,
L210.UnlimitRsrc_USA,
L210.UnlimitRsrcPrice_USA,
L210.SmthRenewRsrcTechChange_USA,
L210.SmthRenewRsrcTechChange_offshore_wind_USA,
L210.SmthRenewRsrcCurves_wind_USA,
L210.SmthRenewRsrcCurves_offshore_wind_USA,
L210.GrdRenewRsrcCurves_geo_USA,
L210.GrdRenewRsrcMax_geo_USA,
L210.SmthRenewRsrcCurvesGdpElast_roofPV_USA,
L210.DeleteUnlimitRsrc_USAlimestone,
L210.UnlimitRsrc_limestone_USA,
L210.UnlimitRsrcPrice_limestone_USA,
L210.ResTechShrwt_USA)
} else {
stop("Unknown command")
}
}
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