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#utilities

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papersSEP 10 04:00 UTC

Predicting Electrical Outage Restoration Times with Longitudinal Tabular Transformers

Researchers have revised a study on predicting Estimated Times of Restoration, the timelines utilities publish for storm-related power outages. The work reframes ETR prediction as a longitudinal task, using tabular transformer models instead of the static approaches used in earlier research. Because restoration estimates shape customer decisions about food storage, medical devices, and evacuation, improving their accuracy has direct practical value.

utilities/forecasting/transformers/tabular