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Climate Data Online
Climate Data Online (CDO), operated by NOAA's National Centers for Environmental Information, offers public access to a vast archive of weather and climate data collected from thousands of stations worldwide. Users can search and download datasets covering daily, hourly, and month...
National Oceanic and Atmospheric Administration
Dec 31, 2025
Solar Photovoltaic Hardening for Resilience – Winter Weather
Produced by FEMP, this guide offers recommendations for hardening solar photovoltaic systems against winter weather hazards such as snow loads, ice buildup, and low temperatures. It covers design considerations, equipment selection, structural reinforcement, and maintenance practi...
Program, M. U.S. Department of Energy
Dec 31, 2025
A Fast and Scalable Genetic Algorithm-Based Approach for Planning of Microgrids in Distribution Networks
As a result of climate change, extreme weather events are occurring more frequently and with increasing impact. This trend poses a significant challenge for distribution utilities and system operators to ensure that there is uninterrupted power supply to critical loads in their ne...
Sahu, A. et al NLR
Dec 31, 2021
Distribution Optimal Resilience Design Tool “LPNORM”
The Distribution Optimal Resilience Design Tool, known as LPNORM, is a software module distributed through NRECA’s Open Modeling Framework that helps utilities plan resilience investments on distribution circuits. Users can import detailed circuit and pole models, define extreme...
Pinney, D. National Rural Electric Cooperative Association
Oct 31, 2024
Self-Organizing Map-Based Resilience Quantification and Resilient Control of Distribution Systems Under Extreme Events
Due to climate change, extreme weather events are occurring more frequently and with increasing impact. This trend poses a significant challenge for distribution system operators (DSO) to ensure that there is uninterrupted power supply to critical loads in their networks. To embed...
Utkarsh, K. and Ding, F. NLR
May 01, 2022
Severe Weather Resilience in Solar Photovoltaic System Design
This DOE report, authored by a consortium of national laboratories including Los Alamos, PNNL, LBNL, Sandia, Lawrence Livermore, Oak Ridge, and NREL, reviews state-of-the-art models and tools for microgrid planning, design, and operational analysis. It categorizes tools by functio...
Program, M. U.S. Department of Energy
Dec 31, 2025
Solar Photovoltaics in Severe Weather: Cost Considerations for Storm Hardening PV Systems for Resilience
Solar photovoltaic (PV) power has many advantages as a resilient power source, including the ability to provide power after a natural disaster. While solar arrays often survive severe weather events, systems are occasionally compromised and left unable to provide power. For PV sy...
Elsworth, J. and Van Geet, O. NLR
May 31, 2020
Integration of Electrolysis Systems Into Isolated Microgrid Systems at Extreme Cold Climates
Isolated microgrid systems are generally used to power communities in remote locations where transmission line installations are cost prohibitive. These systems are usually powered by diesel generators, delivering expensive energy with high carbon emissions. However, most of these...
Nemsow, N. et al Karlsruche Institute of Technology
Dec 31, 2024
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
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
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