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HFCAS OpenIR

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Interpretable deep learning approach for tool wear monitoring in high-speed milling 期刊论文
COMPUTERS IN INDUSTRY, 2022, 卷号: 138
作者:  Guo, Hao;  Zhang, Yu;  Zhu, Kunpeng
收藏  |  浏览/下载：57/0  |  提交时间：2022/05/16
Tool wear monitoring  Interpretability  Deep learning  Attention  
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  
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  
A Switching Hidden Semi-Markov Model for Degradation Process and Its Application to Time-Varying Tool Wear Monitoring 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2021, 卷号: 17
作者:  Liu, Tongshun;  Zhu, Kunpeng
收藏  |  浏览/下载：62/0  |  提交时间：2021/03/15
Condition monitoring  degradation process  remaining useful life (RUL)  switching hidden semi-Markov model (SHSMM)  tool wear monitoring (TWM)  
Micro-milling tool wear monitoring under variable cutting parameters and runout using fast cutting force coefficient identification method 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2020
作者:  Liu, Tongshun;  Zhu, Kunpeng;  Wang, Gang
收藏  |  浏览/下载：75/0  |  提交时间：2020/12/28
Micro-milling  Cutting force model  Tool runout  Cutting force coefficient identification  Tool wear monitoring  
A generic tool wear model and its application to force modeling and wear monitoring in high speed milling 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2019, 卷号: 115, 期号: 无, 页码: 147-161
作者:  Zhu, Kunpeng;  Zhang, Yu
浏览  |  Adobe PDF(2066Kb)  |  收藏  |  浏览/下载：159/58  |  提交时间：2019/12/25
Tool wear monitoring  Adjustable coefficients  Tool life  High speed milling  Milling force  
A machine vision system for micro-milling tool condition monitoring 期刊论文
PRECISION ENGINEERING-JOURNAL OF THE INTERNATIONAL SOCIETIES FOR PRECISION ENGINEERING AND NANOTECHNOLOGY, 2018, 卷号: 52, 期号: 无, 页码: 183-191
作者:  Dai, Yiquan;  Zhu, Kunpeng
浏览  |  Adobe PDF(1750Kb)  |  收藏  |  浏览/下载：137/64  |  提交时间：2019/11/11
Tool wear  Tool condition monitoring  Machine vision  Micro milling  Digital image processing