Intelligent Fault Severity Detection of Rotating Machines Based on VMD-WVD and Parameter-Optimized DBN

Table 2

Four operating states of rolling bearing.

Running state	Training data	Testing data	Status labels
Normal	100	50	1000
Inner race fault	100	50	0100
Ball fault	100	50	0010
Outer race fault	100	50	0001