Experimental research on short-term forecasting based on DOA-BiLSTM model
Precise short-term electric load prediction plays a vital role in power system analysis, scheduling, generation planning and secure grid operation. Nevertheless, load sequences typically show nonlinear fluctuations, time-dependent correlations and noise interference, which bring challenges to direct forecasting tasks....