Bearing Fault Diagnosis Based on Multiscale Convolutional Neural Network Using Data Augmentation

Figure 13

Confusion matrix of the proposed model (a), 1D-CNN (b), 2D-CNN (c), and proposed model without data augmentation (d)—CWRU.

(a)

(b)

(c)

(d)