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Topology-Based Machine-Learning for Modeling Power-System Responses to Contingencies

This is the companion dataset to the presentation NREL/PR-6A20-77485, which was presented at the 2020 Joint Statistical Meeting on August 3, 2020. Developed for the machine-learning predictive modeling of power-system responses to disruptions, it…
power system
graph theory
topological data analysis
simulation
machine learning
resilience
Submitted 08/01/2020 - 08:43 by Brian W Bush

WIND Toolkit Power Data Site Index

This spreadsheet contains per-site metadata for the WIND Toolkit sites and serves as an index for the raw data hosted on Globus connect (nrel#globus:/globusro/met_data). Aside from the metadata, per site average power and capacity factor are given. This…
wind
Toolkit
power
capacity factor
wind integration
USA
Submitted 10/17/2016 - 14:35 by Caleb Phillips

WIND Toolkit Offshore Summary Dataset

This dataset contains summary statistics for offshore wind resources for the continental United States derived from the Wind Integration National Datatset (WIND) Toolkit. These data are available in two formats: GDB - Compressed geodatabases…
wind
Toolkit
offshore
United States
geodatabases
GIS
Pacific
Atlantic
Gulf
HD5F
renewable energy
RE
Bureau of Oceanic Energy Management
BOEM
energy system integration
wind integration
Submitted 07/21/2017 - 15:41 by Caleb Phillips