A New Bearing Fault Diagnosis Method Based on Refined Composite Multiscale Global Fuzzy Entropy and Self-Organizing Fuzzy Logic Classifier

Table 2

Classification results of different methods.

Method	Classification accuracy (%)
	Maximum	Minimum	Average	Std
MFE-SOF	96	90.5	93.5	1.7
MGFE-SOF	98.5	94	96.6	1.34
RCMFE-SOF	99.5	97	98.2	0.78
Proposed method	100	96.5	98.4	1.07
RCMGFE-KNN	98.5	95	97.4	0.97
RCMGFE-ELM	98.5	95	96.75	1.03
RCMGFE-LSSVM	99	94.5	97	1.38
RCMGFE-KELM	99	96.5	98	0.87