Table 7.

Comparison results of various models on the FD001 dataset.

Models	RMSE	Score
1-FCLCNN-LSTM	11.17	204
HDNN [29]	13.02	245
DCNN [20]	12.61	274
LSTM-FNN [41]	16.14	338
LSTMBS [42]	13.27	216
Autoencoder-BLSTM [23]	13.63	261
VAE-D2GAN [40]	11.60	221
D-LSTM [43]	16.14	338
RF [44]	17.91	480
BiRNN-ED [45]	14.74	273