Table 7: The results of recognition of vibration signals—the MSAF-RATIO-50-SFC-EXPANDED and the LDA classifier were used.

Type of vibration signal (%)

Healthy CM81.25
CM with broken rotor coil75
CM with broken tooth on sprocket93.75
85.41