Publication Title: Transmission Failure Prediction Using AI and Structural Modeling Informed by Distribution Outages
Status: Complete
Publication Link: IEEE Access
Description: The Failure Prediction Model (FPM), a tree-based machine learning model, predicts transmission line vulnerabilities during extreme weather events by integrating weather, land cover, vegetation, infrastructure, and historical failure data.

Impact: This research contributed to the framework of the ISO New England (ISO) Online Weather Lookahead Study (OWLS) Model. Learn More.