Short-Term Load Forecasting Based on EEMD-WOA-LSTM Combination Model.The purpose of this study was to better apply artificial intelligence algorithm to load forecasting and effectively improve the forecasting accuracy. 
EEMD-WOA-LSTM
Compared with the prediction results of EEMD-ARMA model, RNN model, LSTM model, and WOA-LSTM model, the combined prediction model optimized by whale bionics has less prediction error and higher prediction accuracy.
EEMD-ARMA
Compared with the prediction results of EEMD-ARMA model, RNN model, LSTM model, and WOA-LSTM model, the combined prediction model optimized by whale bionics has less prediction error and higher prediction accuracy.
RNN
Short-Term Load Forecasting Based on EEMD-WOA-LSTM Combination Model.The purpose of this study was to better apply artificial intelligence algorithm to load forecasting and effectively improve the forecasting accuracy.  Compared with the prediction results of EEMD-ARMA model, RNN model, LSTM model, and WOA-LSTM model, the combined prediction model optimized by whale bionics has less prediction error and higher prediction accuracy.
LSTM
Short-Term Load Forecasting Based on EEMD-WOA-LSTM Combination Model.The purpose of this study was to better apply artificial intelligence algorithm to load forecasting and effectively improve the forecasting accuracy.  Compared with the prediction results of EEMD-ARMA model, RNN model, LSTM model, and WOA-LSTM model, the combined prediction model optimized by whale bionics has less prediction error and higher prediction accuracy.
WOA-LSTM