Bearing Defect Classification Algorithm Based on Autoencoder Neural Network

Table 3

Comparison of accuracies (%) of various methods.

Classifier	Proposed network	Three-layer BP neural network	PCA + proposed network
Accuracy	98.13	95.24	91.23

Three-layer BP denotes backpropagation and PCA denotes principle component analysis.