Research Article

Transfer Learning-Based Condition Monitoring of Single Point Cutting Tool

Table 1

Related works on deep learning-based methods for mechanical systems.

ReferenceDeep learning techniqueMechanical system

[31]CNN with wavelet transformMotor bearing
[32]Hierarchical CNNRoller bearing
[33]CNN
[27]Deep belief network and sparse autoencoder
[34]Recurrent neural network
[35]Stacked autoencoderGear box
[36]Generative adversarial network
[37]CNNCentrifugal pump
[38]Deep learningCutting tool
[39]PCA and decision tree
[40]SVM
[41]FFBP, FFBPNN, and ANNBFIS