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

Figure 16

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

(a)

(b)

(c)

(d)