Table 10: The results of recognition of vibration signals—the MSAF-RATIO-50-SFC-EXPANDED and the backpropagation neural network were used.

Type of vibration signal (%)

Healthy CM75
CM with broken rotor coil87.5
CM with broken tooth on sprocket75
79.16