Search Page
Search results
22 results found
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
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
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
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
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
An Assessment of the Economic Potential of Offshore Wind in the United States from 2015 to 2030
Output data from an NREL report entitled "An Assessment of the Economic Potential of Offshore Wind in the United States from 2015 to 2030" (NREL/TP-6A20-67675), which analyzes the spatial variation of levelized cost of energy (LCOE) and levelized…
NREL
energy
data
offshore
wind
fixed-bottom
floating
coastal
economic
LACE
levelized cost of energy
levelized avoided cost of energy
2015-2030
USA
floating-offshore
cost reduction
economic potential
LCOE
wind technologies
2017 Annual Technology Baseline (ATB): Cost and Performance Data for Electricity Generation Technologies
Each year since 2015, NREL has presented Annual Technology Baseline (ATB) in a spreadsheet that contains detailed cost and performance data (both current and projected) for renewable and conventional technologies. The spreadsheet includes a workbook for…
NREL
energy
data
wind
PV
photovoltaic
concentrating solar power
LCOE
geothermal
hydropower
CAPEX
overnight capital cost
cost and performance
projection
RE
US
renewable energy
2018 Annual Technology Baseline ATB Cost and Performance Data for Electricity Generation Technologies - Interim Data Without Geothermal Updates
Each year since 2015 NREL has presented Annual Technology Baseline ATB in a workbook that contains detailed cost and performance data both current and projected for renewable and conventional technologies. The workbook includes a spreadsheet for each…
NREL
energy
data
wind
PV
photovoltaic
concentrating solar power
geothermal
hydropower
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
Battery inverter experimental data
The increase in power electronic based generation sources require accurate modeling of inverters. Accurate modeling requires experimental data over wider operation range. We used 30 kW off-the-shelf grid following battery inverter in the experiments. We…
battery inverter
data analysis
data visualizations
database for artificial intelligence training
database for inverter characterization
database for model validation
artificial intelligence
machine learning
reinforcement learning
tensorflow
pytorch
scikit-learn
PV inverter experimental data
The increase in power electronic based generation sources require accurate modeling of inverters. Accurate modeling requires experimental data over wider operation range. We used 20 kW off-the-shelf grid following PV inverter in the experiments. We used…
data analysis
data visualizations
database for artificial intelligence training
database for inverter characterization
database for model validation
artificial intelligence
machine learning
reinforcement learning
tensorflow
pytorch
scikit-learn
PV inverter