Application of LCD-SVD Technique and CRO-SVM Method to Fault Diagnosis for Roller Bearing

Table 2

Identification results of 1st dataset based on LCD-SVD and CRO-SVM method.

Test samples	Fault feature vector					LCD-SVD-CRO-SVM1	LCD-SVD-CRO-SVM2	Identification results
IR fault	240.63	89.30	48.28	34.71	28.26	(+1)		IR fault
IR fault	302.66	84.41	55.63	44.05	47.09	(+1)		IR fault
OR fault	90.89	25.87	18.16	13.79	9.37	(−1)	(+1)	OR fault
OR fault	72.79	55.61	45.84	23.41	19.05	(−1)	(+1)	OR fault
Normal	55.01	25.37	18.03	14.16	13.85	(−1)	(−1)	Normal
Normal	58.28	27.41	20.71	14.70	10.53	(−1)	(−1)	Normal