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OPFLearnData: Dataset for Learning AC Optimal Power Flow

The datasets are resulting from OPFLearn.jl, a Julia package for creating AC OPF datasets. The package was developed to provide researchers with a standardized way to efficiently create AC OPF datasets that are representative of more of the AC OPF…
power system
load profile
machine learning
optimal power flow
nonlinear optimization
Submitted 10/26/2021 - 10:06 by Ahmed Zamzam

Solar Futures Study Databook

The Solar Futures Study explores pathways for solar energy to drive deep decarbonization of the U.S. electric grid and considers how further electrification could decarbonize the broader energy system. This workbook contains data behind most figures…
solar
rooftop solar
utility-scale solar
concentrating solar power
photovoltaics
energy analysis
Solar Futures Study
Submitted 10/27/2021 - 19:29 by Robert Margolis

U.S. Solar Photovoltaic System and Energy Storage Cost Benchmarks: Q1 2021

NREL has been modeling U.S. solar photovoltaic (PV) system costs since 2009. This year, our report benchmarks costs of U.S. PV for residential, commercial, and utility-scale systems, with and without storage, built in the first quarter of 2021 (Q1 2021)…
PV
solar
battery energy storage
capital cost
bottom-up cost model
cost analysis
utility-scale solar
commercial
Residential Solar
Submitted 11/08/2021 - 14:15 by Vignesh Ramasamy

Block Scale Rooftop Solar Technical Potential for the City of Orlando

The html maps are provided as supplementary information for the publication titled Parcel Scale Assessment of Rooftop Solar Technical Potential (NREL/PR-7A40-80780). The maps contain information on rooftop solar technical potential at the block scale for…
rooftop solar
parcel scale
solar technical potential
Orlando
PV
building roof area
Submitted 11/24/2021 - 14:56 by Ashreeta Prasanna

NREL Price Series Developed for the ARPA-E FLECCS Program

The price data for four regions (CAISO, ERCOT, MISO-W, and PJM-W) are developed using the ReEDS to PLEXOS conversion as described in (Gagnon et al. 2020). The reference ReEDS case chosen is based on the 2020 Standard Scenario Mid-case, which uses the…
Modeling
electricity price
ReEDS
PLEXOS
electricity
carbon capture
Submitted 12/23/2021 - 15:06 by Stuart Cohen

Workplace Charging Data

A data set gathered and maintained by NREL that tracks over 300 vehicles during the course of a 4-year period and how they behave in a workplace charging capacity. The data is further enriched by examining the effect of free charging versus paid charging…
Workplace Charging
EV Charging
Charging Behavior
Workplace
Charging Data
charging
NREL
energy
data
Submitted 01/04/2022 - 08:33 by Christopher Neuman

Long-run Marginal Emission Rates for Electricity - Workbooks for 2021 Cambium Data

These workbooks contain modeled estimates of long-run marginal emission rates (LRMER) for the contiguous United States. The LRMER is an estimate of the rate of emissions that would be either induced or avoided by a long-term (i.e., more than several…
greenhouse gas emissions
ReEDS
Long-run
Marginal emissions
Cambium
NREL
PLEXOS
Submitted 01/05/2022 - 16:54 by Pieter Gagnon

Planning for the evolution of the electric grid with a long-run marginal emission rate - data and code

Data and code generated for the paper "Planning for the evolution of the electric grid with a long-run marginal emission rate", Pieter Gagnon and Wesley Cole, 2022.
Long-run
ReEDS
NREL
emissions
LRMER
Cambium
Submitted 02/02/2022 - 11:38 by Pieter Gagnon

Sharing the Sun Community Solar Project Data (December 2021)

This database represents a list of community solar projects identified through various sources as of Dec 2021. The list has been reviewed but errors may exist and the list may not be comprehensive. Errors in the sources e.g. press releases may be…
NREL
community solar
solar
energy data
Submitted 02/09/2022 - 10:43 by Kaifeng Xu

Corresponding Standard Reference Material Data used in Partial Least Squares Regression Models for Sugar Composition Estimates in Biomass in: Economic Impact of Yield and Composition Variation in Bioenergy Crops: Populus trichocarpa

Corresponding Standard Reference Material Data used in Partial Least Squares Regression Models for Sugar Composition Estimates in Biomass in: Economic Impact of Yield and Composition Variation in Bioenergy Crops: Populus trichocarpa (for corresponding…
high-throughput
compositional analysis
NIST
NMR Spectra
Biomass
PLS Model
Submitted 03/16/2022 - 13:51 by Renee Happs