An Antinoise Fault Diagnosis Method Based on Multiscale 1DCNN

Table 2

Diagnosis accuracy of noise and no-noise input training models.

SNR/db	−6	−4	−2	0	2	4	6	8	10
With noise	92.55%	97.27%	99.03%	99.53%	99.58%%	99.64%	99.60%	99.68%	99.72%
With no noise	61.81%	78.17%	89.01%	95.43%	98.17%%	99.19%	99.64%	99.79%	99.87%