Table 4 The fault diagnosis accuracy of each model on CWRU testing dataset under condition1.

From: TFDFNet: a dual-branch fault diagnosis model for bearings under noisy and complex industrial environments

 

−8

−6

0

6

8

DResnet

51.69

53.85

68.97

86.15

87.25

ECANet

53.38

59.69

84.31

94.08

94.46

MRCFN

81.99

93.21

97.72

98.95

98.83

OURS

99.55

99.77

100.00

100.00

100.00

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