An Optimal Algorithm for Renewable Energy Generation Based on Neural Network

Table 6

Comparison of the prediction time of the proposed and existing algorithms.

		Training times
Model		100	200	300
Ref. [30]	Training time	11.6 s	15.8 s	19.4 s
	Testing time	0.91 s	0.89 s	0.88 s
Ref. [31]	Training time	15.2 s	30.9 s	46.1 s
	Testing time	1.49 s	1.47 s	1.48 s
Model		25	50	75
Attention-based CNN-LSTM	Training time	17.1 s	32.3 s	47.4 s
	Testing time	1.53 s	1.49 s	1.52 s
Proposed IAM-CNN-LSTM	Training time	16.8 s	31.5 s	46.3 s
	Testing time	1.51 s	1.49 s	1.48 s