Scientists built a wildfire model that acts like a villain, figuring out exactly how a fire would spread if its main goal was to take down the power grid.
March 20, 2026
Original Paper
Modeling Adversarial Wildfires for Power Grid Disruption
arXiv · 2603.18473
The Takeaway
Instead of just predicting where natural fires might go, this model treats the fire as an intelligent agent 'targeting' infrastructure. This helps power companies identify the most critical points in the energy system that would cause a total collapse if hit, allowing for more resilient grid designs.
From the abstract
Electric power infrastructure faces increasing risk of damage and disruption due to wildfire. Operators of power grids in wildfire-prone regions must consider the potential impacts of unpredictable fires. However, traditional wildfire models do not effectively describe worst-case, or even high-impact, fire behavior. To address this issue, we propose a mixed-integer conic program to characterize an adversarial wildfire that targets infrastructure while respecting realistic fire spread dynamics. W