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.
Probabilistic forecasts of service outage counts from severe weather in a distribution grid
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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.