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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

Grid Connected Functionality

Dataset demonstrating the potential benefits that residential buildings can provide for frequency regulation services in the electric power grid. In a hardware-in-the-loop (HIL) implementation, simulated homes along with a physical laboratory home are…
NREL
energy
data
frequency regulation
building-to-grid
home energy management
volttron
aggregator
connected appliances
Energy Systems Integration Facility
ESIF
Golden
colorado
electricity
power grid
residential buildings
Submitted 06/21/2016 - 13:34 by Kyri Baker

U.S. Solar Photovoltaic System Cost Benchmark Q1 2018

NREL has been modeling U.S. photovoltaic PV system costs since 2009. The U.S. Solar Photovoltaic System CostBenchmark Q1 2018 report benchmarks costs of U.S. solar PV for residential commercial and utility-scale systems built in the first quarter of 2018…
NREL
energy
data
PV photovoltaic solar energy
LCOE
capital cost
2018
Submitted 03/15/2019 - 08:50 by Ran Fu

2019 Annual Technology Baseline ATB Cost and Performance Data for Electricity Generation Technologies

Starting in 2015 NREL has presented the Annual Technology Baseline ATB in an Excel workbook that contains detailed cost and performance data both current and projected for renewable and conventional technologies. The workbook includes a spreadsheet for…
NREL
energy
data
wind
PV
photovoltaic
concentrating solar power
geothermal
hydropower
battery energy storage
CAPEX
capital expenditures
overnight capital cost
cost and performance
capacity factor
operations and maintenance
OM
projection
renewable energy
RE
United States
levelized cost of energy
LCOE
Submitted 07/23/2019 - 21:45 by Laura Vimmerstedt

Rooftop Photovoltaic Technical Potential in the United States

This data submission contains a workbook with data, and three sets of shapefiles that correspond to that data. Contact: Meghan Mooney, Meghan.Mooney@nrel.gov The workbook contains data that underlies the 2016 technical report Rooftop Solar Photovoltaic…
NREL
energy
data
rooftop
photovoltaic
PV
technical potential
Submitted 11/05/2019 - 15:20 by Meghan Mooney

2020 Annual Technology Baseline (ATB) Cost and Performance Data for Electricity Generation Technologies

Starting in 2015 NREL has presented the Annual Technology Baseline (ATB) in an Excel workbook that contains detailed cost and performance data, both current and projected, for renewable and conventional technologies. The workbook includes a spreadsheet…
NREL
energy
data
wind
PV photovoltaic solar energy
concentrating solar power
geothermal
hydropower
battery energy storage
CAPEX
capital expenditures
overnight capital cost
cost and performance
capacity factor
operations and maintenance
projection
renewable energy
United States
levelized cost of energy
LCOE
Submitted 07/28/2020 - 16:38 by Laura Vimmerstedt

Opportunities for Solar for Industrial Process Heat in the United States

Figure data for report on opportunities for solar technologies to provide industrial process heat in the United States (NREL/TP-6A20-77760).
solar industrial process heat
heat pumps
PV
technical potential
concentrating solar power
Submitted 12/24/2020 - 06:03 by Colin McMillan

U.S. Solar Photovoltaic BESS System Cost Benchmark Q1 2020 Report

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 2020 (Q1 2020)…
NREL
energy
data
PV photovoltaic solar energy
LCOE
capital cost
overnight capital cost
2020
LCOSS
levelized cost of energy
Submitted 01/26/2021 - 15:21 by David Feldman

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

Photovoltaic System Pricing Trends: Historical, Recent, and Near-Term Projections 2015 Edition

This is the fourth edition in an annual briefing prepared jointly by LBNL and NREL intended to provide a high-level overview of historical, recent, and projected near-term PV system pricing trends in the United States. The briefing draws on several…
NREL
energy
data
PV
photovoltaic
solar energy
system cost
system price
renewable energy
RE
Submitted 05/12/2016 - 15:15 by David Feldman