Research Article

Research on Rolling Bearing Fault Diagnosis Based on Volterra Kernel Identification and KPCA

Table 1

Bearing details and failure frequency.

Bearing typesFault locationsInner ring passing frequency (Hz)Outer ring passing frequency (Hz)Cage passing frequency (Hz)Rolling body passing frequency (Hz)

SKF 6205-2RS JEMDrive side5.4153.5850.39832.375
SKF 6203-2RS JEMFan end4.9473.0530.38161.994