Deep sequence to sequence Bi-LSTM neural networks for day ...
Deep sequence to sequence Bi-LSTM neural networks for day-ahead peak load forecasting Highlights•First attempt on using deep Bi-LSTM S2S regression for "peak" load forecasting.•First attempt on forecasting peak demand of a residential area supplied by FESCO.•Challenge of accurately forecasting load on special days is effectively addressed.•Model is effective for grossly limited ...