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.
Estimation of Overhead Distribution System Outages Caused by Wind and Lightning Using an Artificial Neural Network
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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.