Milling Tool Wear Prediction Based on 1DCNN-LSTM

Author:

Xia Wanliang,Zhou Jin,Jia Wenju,Guo Miaoxian

Publisher

Springer Nature Singapore

Reference11 articles.

1. Zhaopeng H, Tielin S, Jianpeng X et al (2021) Research on tool wear prediction based on temperature signals and deep learning. Wear 478–479:203902

2. Shan G, Lihong Y, Chang P (2015) Application of LS-SVM regression algorithm in tool wear prediction. China Mech Eng 26(02):217–222

3. Xiaohong S (2016) Tool wear prediction based on wavelet analysis and neural network. Agric Dev Equip 10:67–69

4. Ying D, Weixi J, Jiahui L (2021) Research on milling tool wear state recognition technology based on convolutional neural network. Mod Manuf Eng 5:116–124

5. Jintao Z, Xu Z, Jing G (2019) Tool remaining useful life prediction method based on LSTM under variable working conditions. Int J Adv Manuf Technol 104(9–12):4715–4726

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