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Marine and Hydrokinetic Resource Maps and Data
This resource page consolidates maps and datasets for marine and hydrokinetic energy resources. Users can access regional and national assessments of wave energy, tidal stream energy, ocean currents, and in-stream river power. The datasets include spatially gridded resource intens...
NLR
Dec 16, 2024
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
Resilience and Economics of Microgrids with PV, Battery Storage, and Networked Diesel Generators
Current designs and assessments of microgrids have ignored component reliability, leading to significant errors in predicting a microgrid's performance while islanded. Existing life cycle cost studies on hybrid microgrids—which combine photovoltaics (PV), battery storage and net...
Marqusee, J. et al NLR
Dec 31, 2020
Optimal Operation for Resilient and Economic Modes in an Islanded Alaskan Grid
Legacy energy management systems for distribution system or microgrids are typically driven by economics. During extreme events, resiliency can be defined as ability of the system to keep supplying critical loads. Resilient operation during extreme events (e.g. avalanche in Alaska...
Pandey, S. et al NLR
Dec 31, 2019
PRAS: Probabilistic Resource Adequacy Suite
PRAS is a modeling suite developed by NREL that performs probabilistic resource adequacy assessments for power systems. It incorporates weather variability, generator outages, and demand uncertainty to estimate metrics such as loss of load expectation (LOLE). Users can explore how...
NLR
Apr 20, 2025
Solar Photovoltaic Hardening for Resilience – Wildfire
This content explores the regions in the United States facing the highest wildfire risks and provides an overview of the diverse strategies available to photovoltaic (PV) system professionals, including designers, installers, owners, and operators, to effectively manage this risk....
Program, M. U.S. Department of Energy
Mar 30, 2026
20 Year Daily Average Modeled Velocity and Discharge for Open water Season at Five Communities on Kuskokwim River, Alaska
This dataset from the University of Alaska Fairbanks provides modeled daily average river velocity and discharge data covering 20 years of open-water seasons for five communities along the Kuskokwim River in Alaska. The data support assessments of hydrokinetic energy potential and...
Brown, E. et al University of Alaska Fairbanks
Feb 02, 2023
The Interruption Cost Estimate (ICE) Calculator
Developed by the U.S. Department of Energy, Berkeley Lab, and Resource Innovations, the ICE Calculator estimates the economic costs associated with power outages for residential, commercial, and industrial customers. Users input outage duration, frequency, and customer characteris...
Lawrence Berkeley National Laboratory, R.
Dec 31, 2025
Considerations for Distributed Energy Resource Integration in Puerto Rico: Analytical Support for Interconnection and IEEE Std 1547-2018
This report documents collaborative efforts by several U.S. national laboratories to support Puerto Rico's integration of distributed energy resources (DER) into its electric grid. The multi-lab team provided technical analyses, grid modeling, and stakeholder engagement to develop...
Narang, D. et al NLR
Jan 31, 2021
REopt
REopt is a techno-economic optimization platform developed by NREL that recommends optimal sizes and dispatch strategies for distributed energy resources including solar photovoltaics, wind turbines, batteries, and thermal technologies based on site specific load profiles, utility...
NLR
Dec 31, 2025
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