Efficient stability prediction of milling process with arbitrary tool-holder combinations based on transfer learning

Author:

Deng Congying,Tang Jielin,Miao Jianguo,Zhao Yang,Chen Xiang,Lu ShengORCID

Funder

National Natural Science Foundation of China

China Postdoctoral Science Foundation Funded Project

Chongqing Special Postdoctoral Science Foundation

Chongqing Graduate Scientific Research Innovation Project

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence,Industrial and Manufacturing Engineering,Software

Cited by 9 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Transfer Learning in CNC Milling Machines for Chatter Detection using LSTM-AutoEncoders;2024 IEEE International Conference on Advanced Intelligent Mechatronics (AIM);2024-07-15

2. Multi-fidelity modeling supported prediction of position and overhang length-dependent tool tip dynamics with limited labeled data;Journal of Manufacturing Processes;2024-07

3. Multiple operational mode prediction at milling tool-tip based on transfer learning;Journal of Intelligent Manufacturing;2024-03-15

4. Research on dynamic characteristics of turning process system based on finite element generalized dynamics space;The International Journal of Advanced Manufacturing Technology;2024-02-27

5. Using GANs to predict milling stability from limited data;Journal of Intelligent Manufacturing;2024-01-13

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