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Grid Resilience Framework: Applications for Severe Storms and Hurricanes: Grid Resilience Planning for Severe Storms and Hurricanes Eastern/Southeastern Region Training for Public Utility Commissions and State Energy Offices
This is the second in a series of virtual, interactive regional trainings for PUCs and state energy offices throughout the country on grid resilience planning. State representatives, utilities, and Berkeley Lab researchers will discuss grid resilience planning for severe storms--a...
Collins, M. Lawrence Berkeley National Laboratory
Jun 15, 2025
U.S. Biogas-Methane Resources by County
NREL's biomethane resource dataset quantifies the 2014 methane generation potential for each U.S. county from biogas feedstocks, including landfills, livestock manure, wastewater treatment, and industrial, institutional, and commercial waste. Delivered as GIS shapefiles, the datas...
Milbrandt, A. NLR
Jan 13, 2014
Marine and Hydrokinetic Geospatial Data Tools
This NREL resource provides a suite of geospatial data layers and web based tools that support marine and hydrokinetic energy research. The tools include interactive maps of wave and tidal resources, potential deployment sites, existing infrastructure, and environmental constraint...
NLR
Nov 19, 2024
Case Study: Applying the Idaho National Laboratory Resilience Framework to Iowa Lakes Electric Cooperative Distributed Wind Systems
Describes how the Distribution Modernization Tool (DMT) structures distribution system studies from data intake and model setup to constraint screening and option evaluation to support transparent, repeatable planning. Emphasizes documenting assumptions and using scenarios to comp...
Culler, M. et al Idaho National Laboratory
Mar 01, 2022
NSRDB: National Solar Radiation Database
The National Solar Radiation Database (NSRDB) is a serially complete collection of hourly and half-hourly values of meteorological data and the three most common measurements of solar radiation: global horizontal, direct normal and diffuse horizontal irradiance. It covers the Uni...
NLR
Apr 30, 2023
Preventing and Mitigating Flood Damage to Solar Photovoltaic Systems
Like impacts from other weather and environmental forces (e.g., hail, wind, snow, wildfires), flood damage can often be prevented or at least mitigated through simple, no to low--cost measures. The following technical recommendations can be added to project specification requireme...
Program, M. U.S. Department of Energy
Dec 31, 2025
Marine Energy Atlas
NREL's Marine Energy Atlas provides high resolution spatial data on marine renewable energy resources, including wave power density, tidal streams, and ocean currents, along with bathymetry and environmental layers. Users can navigate the map to view resource intensity, identify...
NLR
Dec 31, 2025
Risk-controlled Expansion Planning with Distributed Resources (REPAIR)
Risk‑controlled Expansion Planning with Distributed Resources (REPAIR) is a modeling framework and software tool developed by Lawrence Berkeley National Laboratory to support distribution‑system expansion planning under reliability and resilience risk. REPAIR couples long‑te...
Lawrence Berkeley National Laboratories
Dec 31, 2024
Learning from Arctic Microgrids: Cost and Resiliency Projections for Renewable Energy Expansion with Hydrogen and Battery Storage
Uses real load, resource, and generation data from Kotzebue, Alaska to compare microgrid architectures that increase renewable penetration while maintaining reliability. Using HOMER Pro, it evaluates pathways to meet over 90% of annual electricity demand with renewables, comparing...
McKinley, P. et al University of Alaska
Jul 29, 2025
Global Wind Atlas
Developed by the Technical University of Denmark and the World Bank, the Global Wind Atlas offers freely accessible maps of wind resource potential worldwide. Using mesoscale modeling and microscale downscaling, the atlas provides data layers showing mean wind speeds, wind power d...
Badger, J. et al World Bank Group
Dec 31, 2024
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