Research Article

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

Table 6

Classification results of rolling bearing faults at different locations.

Target classesSample sizeClassification resultsClassification rate [%]Total [%]
NormalInner raceway faultBall faultOuter raceway fault

Normal202000010098.75
Inner raceway fault200190195
Ball fault2000200100
Outer raceway fault2000020100