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Wildfire Risk Evaluation of the System Tool (WREST)
WREST helps utilities stay ahead of wildfires by mapping outage risks and guiding smarter grid resilience decisions—before disaster strikes.
The Wildfire Risk Evaluation of the System Tool (WREST)—developed by PNNL—is a performance-based, geospatial framework that quantifies wildfire threats to electrical infrastructure by translating weather-driven and preemptive shutoff events into line outage probabilities and visually mapping at-risk grid segments.
Key features include:
- Probabilistic modeling of transmission-line outages due to extreme weather and public safety power shutoffs (PSPS), delivering cumulative outage probabilities at fine spatial resolution
- Interactive geography-aware dashboard—overlays outage risks on a 50 km grid across the WECC region, enabling filtering by probability thresholds and exploration of socioeconomic and biophysical context
- Integrated contingency evaluation—connects with Python and PowerWorld tools to evaluate system impacts and inform mitigation strategies via real-world scenario analysis
WREST empowers grid operators and planners with predictive insights to prioritize wildfire resilience investments by visualizing where and how wildfire-related outages are most likely to occur—and what they might cascade into.

List of publications, media or references:
- Chalishazar V. H., et al., 2023. "Wildfire Risk Evaluation Framework for Grid Operations and Planning," 2023 IEEE Power & Energy Society General Meeting (PESGM), Orlando, FL, USA, , pp. 1-5, doi: 10.1109/PESGM52003.2023.10252841.
- Datta S., et al., 2024. "Enhancing Grid Resilience during Wildfires in Socioeconomic Vulnerable Regions using Powered and Non-Powered Hydro Dams," 2024 IEEE Power & Energy Society General Meeting (PESGM), Seattle, WA, USA, pp. 1-5, doi: 10.1109/PESGM51994.2024.10688862.
Contacts
Grid Resilience Team Leader and Electrical Engineer