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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
Authors:  Zhu, Kunpeng;  Zhang, Yu
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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
Authors:  Zhu, Kunpeng;  Zhang, Yu
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Big data analytics  condition monitoring  cyber-physical production system (CPPS)  machining process  
In situ monitoring of selective laser melting using plume and spatter signatures by deep belief networks 期刊论文
ISA TRANSACTIONS, 2018, 卷号: 81, 页码: 96-104
Authors:  Ye, Dongsen;  Fuh, Jerry Ying Hsi;  Zhang, Yingjie;  Hong, Geok Soon;  Zhu, Kunpeng
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Deep belief network  Selective laser melting  Melted state recognition  Plume and patter  Process monitoring  
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
Authors:  Liu, Tongshun;  Zhu, Kunpeng;  Zeng, Liangcai
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Degradation process  forward-backward algorithm  health monitoring  Hidden semi-Markov  remaining useful life (RUL)  
Defect detection in selective laser melting technology by acoustic signals with deep belief networks 期刊论文
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2018, 卷号: 96, 期号: 5-8, 页码: 2791-2801
Authors:  Ye, Dongsen;  Hong, Geok Soon;  Zhang, Yingjie;  Zhu, Kunpeng;  Fuh, Jerry Ying Hsi
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Additive manufacturing  Deep belief networks  Fast Fourier transform  Defect detection  
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
Authors:  Dai, Yiquan;  Zhu, Kunpeng
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Tool wear  Tool condition monitoring  Machine vision  Micro milling  Digital image processing  
Relative validity of an indirect calorimetry device for measuring resting energy expenditure and respiratory quotient 期刊论文
ASIA PACIFIC JOURNAL OF CLINICAL NUTRITION, 2018, 卷号: 27, 期号: 1, 页码: 72-77
Authors:  Wang, Xi;  Wang, Yuan;  Ding, Zenghui;  Cao, Guangbei;  Hu, Fusong;  Sun, Yining;  Ma, Zuchang;  Zhou, Duoqi;  Su, Benyue
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indirect calorimetry  resting energy expenditure  respiratory quotient  oxygen consumption  validation  
The monitoring of micro milling tool wear conditions by wear area estimation 期刊论文
MECHANICAL SYSTEMS AND SIGNAL PROCESSING, 2017, 卷号: 93, 期号: 无, 页码: 80-91
Authors:  Zhu, Kunpeng;  Yu, Xiaolong
View  |  Adobe PDF(1224Kb)  |  Favorite  |  View/Download:13/0  |  Submit date:2018/07/26
Micro Milling  Tool Wear Area Estimation  Morphological Component Analysis  Region Growing  
Modeling of the instantaneous milling force per tooth with tool run-out effect in high speed ball-end milling 期刊论文
INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 2017, 卷号: 118, 期号: 无, 页码: 37-48
Authors:  Zhu, Kunpeng;  Zhang, Yu
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Milling Force Per Tooth Ball-end Milling Tool Run-out Tool Wear Per Tooth  
Image edge detection based tool condition monitoring with morphological component analysis 期刊论文
ISA TRANSACTIONS, 2017, 卷号: 69, 期号: 无, 页码: 315-322
Authors:  Yu, Xiaolong;  Lin, Xin;  Dai, Yiquan;  Zhu, Kunpeng
View  |  Adobe PDF(1284Kb)  |  Favorite  |  View/Download:20/1  |  Submit date:2018/07/27
Tool Condition Monitoring  Image Edge Detection  Morphological Component Analysis