Parallel LSTM-Based Regional Integrated Energy System Multienergy Source-Load Information Interactive Energy Prediction

Table 6

Comparison of computational efficiency of four algorithms.

Algorithm	Training time average (sec)	Prediction time average (sec)
Parallel LSTM	4363.74	10.02
Single LSTM	12183.37	36.62
BPNN	10949.11	22.53
ARMIA	546.96	2.15