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Pyramid LSTM Network for Tool Condition Monitoring 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2022, 卷号: 71
作者:  Guo, Hao;  Lin, Xin;  Zhu, Kunpeng
收藏  |  浏览/下载：39/0  |  提交时间：2022/12/23
Feature extraction  Monitoring  Milling  Computational modeling  Hidden Markov models  Employee welfare  Task analysis  Auto-encoder  network structure  pyramid long short-term memory (LSTM)  tool wear monitoring  visual analysis  
Metal-Based Additive Manufacturing Condition Monitoring: A Review on Machine Learning Based Approaches 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2021
作者:  Zhu, Kunpeng;  Fuh, Jerry Ying Hsi;  Lin, Xin
收藏  |  浏览/下载：65/0  |  提交时间：2022/01/25
Feature extraction  Process monitoring  Three-dimensional printing  Powders  Condition monitoring  Buildings  Metals  Condition monitoring  machine learning  metal-based additive manufacturing (MAM)  
Tool wear estimation and life prognostics in milling: Model extension and generalization 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2021, 卷号: 155
作者:  Zhang, Yu;  Zhu, Kunpeng;  Duan, Xianyin;  Li, Si
收藏  |  浏览/下载：66/0  |  提交时间：2021/04/26
Milling  Tool wear modeling and monitoring  Adjustable coefficients  Generalization  Genetic algorithm  
Generic instantaneous force modeling and comprehensive real engagement identification in micro-milling 期刊论文
INTERNATIONAL JOURNAL OF MECHANICAL SCIENCES, 2020, 卷号: 176
作者:  Zhang, Yu;  Li, Si;  Zhu, Kunpeng
收藏  |  浏览/下载：47/0  |  提交时间：2020/11/26
Micro-milling  Force modelling  Runout effect  Tool engagement