Bearing Fault Diagnosis in the Mixed Domain Based on Crossover-Mutation Chaotic Particle Swarm

Table 5

Fault diagnosis accuracy and time under different iteration number working conditions.

Fault type	Number of iterations
	50		100		150		200
	Accuracy	Time	Accuracy	Time	Accuracy	Time	Accuracy (%)	Time (s)
BR	97.26	30.25	100	55.37	97.47	75.35	95.25	105.62
LBR	97.01	33.51	96	52.96	96.29	77.64	96.32	112.31
OR	96.59	37.65	100	52.13	97.02	79.26	96.54	99.86
LOR	98.37	38.01	100	50.64	97.64	70.66	95.91	102.45
IR	97.05	34.55	100	54.75	96.65	80.51	96.56	103.34
LIR	96.34	33.19	96	52.12	96.11	78.96	97.79	105.75
Average	97.10	34.53	98.67	52.99	96.86	77.06	96.40	104.89