Rotating Machinery Fault Identification via Adaptive Convolutional Neural Network

Table 5

Training sets and test sets of models.

Datasets	Train datasets	Test datasets	Number of training/testing samples
A	0, 1 hp	2, 3 hp	8000/8000
B	0, 2 hp	1, 3 hp	8000/8000
C	0, 3 hp	1, 2 hp	8000/8000
D	1, 2 hp	0, 3 hp	8000/8000
E	1, 3 hp	0, 2 hp	8000/8000
F	2, 3 hp	0, 1 hp	8000/8000
G	1,2, 3 hp	0 hp	12000/4000
H	0, 2, 3 hp	1 hp	12000/4000
I	0, 1, 3 hp	2 hp	12000/4000
J	0, 1, 2 hp	3 hp	12000/4000