Bearing Intelligent Fault Diagnosis Based on Wavelet Transform and Convolutional Neural Network

Table 3

Average recognition rate and time.

Model	Recognition rate (%)	Training time (s)	Test time (ms)
CNN	96.8	51.53	7.9
D-CNN	99.9	216.32	33.8