Research Article

Mutual Information-Assisted Wavelet Function Selection for Enhanced Rolling Bearing Fault Diagnosis

Table 3

Classification results of rolling bearing faults under different severity levels.

Target classesSample sizeClassification resultsClassification rate [%]Total [%]
Normal0.18 mm hole0.36 mm hole0.53 mm hole

Normal2020000100100
0.18 mm hole2002000100
0.36 mm hole2000200100
0.53 mm hole2000020100