Evaluating Large Language Models for Forced Outage Risk Prediction: Benefits and Comparison to Machine Learning

Christos Petridis, Zoran Obradovic, Mladen Kezunovic

This study examines the ability of large language models (LLMs) to predict the risk of weather-related forced outages in the distribution grid in a zero-shot framework, without lab…