A machine learning pipeline identifies and tracks storm cells in radar data then classifies their damage risk to electricity grids with random forests or neural networks.
Prestorm Estimation of Hurricane Damage to Electric Power Distribution Sys- tems
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Short-term prediction of Electricity Outages Caused by Convective Storms
A machine learning pipeline identifies and tracks storm cells in radar data then classifies their damage risk to electricity grids with random forests or neural networks.