Fault Diagnosis of Spindle Device in Hoist Using Variational Mode Decomposition and Statistical Features

Figure 12

The object diagram of the roller bearing: (a) outer ring fault; (b) inner ring fault; (c) rolling element fault; (d) normal.

(a)

(b)

(c)

(d)