Table 6.

Diagnosis accuracy of AICNN-1D with different denoising processes.

Method Combination	SNR (dB)
	−2	0	2	4	6	8	10	12
DCAE-1D + AICNN-1D	96.65	99.23	99.42	99.58	99.63	99.72	99.75	99.78
DAE + AICNN-1D	94.23	97.48	98.25	98.54	98.7	98.79	98.92	99.05
AICNN-1D without denoising	91.64	95.95	98.28	99.04	99.03	99.15	99.23	99.5