Vibration-Based Fault Diagnosis of Commutator Motor

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 CM	75
CM with broken rotor coil	87.5
CM with broken tooth on sprocket	75
	79.16