Fig. 11

LSTM network and prediction strategy architecture. This architecture includes an LSTM network with an input layer, an LSTM layer, a dropout layer and an output layer and an energy prediction strategy, which includes a preprocessing layer, an iterative algorithm, and a reprocessing layer.