Table 2: Acquisition information of the rolling bearing from the bearing data center of CWRU.

Fault typesSize of fault (; inch)Approximate rotational speed (r/min)Theoretical fault characteristic frequency (Hz)

Inner race1797162.2
Outer race1730103.4
Rolling element1772139.2