Table 2.

Experimental dataset.

Label	Type	Fault description	Number of training/testing samples
1	Normal	Healthy	700/300
2	SC2T	Short circuit of 2 turns	700/300
3	SC4T	Short circuit of 4 turns	700/300
4	SC8T	Short circuit of 8 turns	700/300
5	AE	Air-gap eccentricity	700/300
6	RBB	Rotor bar broken	700/300
7	BCB	Bearing cage broken	700/300
8	BAF	Bearing abrasion fault	700/300
Total			5600/2400