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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)  
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 Cyber-Physical Production System Framework of Smart CNC Machining Monitoring System 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2018, 卷号: 23, 期号: 6, 页码: 2579-2586
作者:  Zhu, Kunpeng;  Zhang, Yu
浏览  |  Adobe PDF(1948Kb)  |  收藏  |  浏览/下载：137/73  |  提交时间：2019/12/25
Big data analytics  condition monitoring  cyber-physical production system (CPPS)  machining process  
Diagnosis and Prognosis of Degradation Process via Hidden Semi-Markov Model 期刊论文
IEEE-ASME TRANSACTIONS ON MECHATRONICS, 2018, 卷号: 23, 期号: 3, 页码: 1456-1466
作者:  Liu, Tongshun;  Zhu, Kunpeng;  Zeng, Liangcai
浏览  |  Adobe PDF(2521Kb)  |  收藏  |  浏览/下载：119/38  |  提交时间：2019/11/12
Degradation process  forward-backward algorithm  health monitoring  Hidden semi-Markov  remaining useful life (RUL)  
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