Multisensor-based condition monitoring of CNC machine tools

被引：0

作者：

Hu, W ^{[1
]}

Starr, AG ^{[1
]}

Leung, AYT ^{[1
]}

Qiu, J ^{[1
]}

机构：

[1] Univ Manchester, Sch Engn, Manchester, Lancs, England

来源：

INTEGRATING DYNAMICS, CONDITION MONITORING AND CONTROL FOR THE 21ST CENTURY - DYMAC 99 | 1999年

关键词：

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Modem Computer Numerically Controlled (CNC) machine tool is a potential application of condition monitoring which is a research area of increasing importance. This paper proposes a multisensor-based condition monitoring scheme for CNC machine tools. It concentrates on some critical aspects in the design of a practical monitoring system, such as the choice of parameters, feature extraction and decisionmaking. The concrete methods and algorithms are presented in detail. The multisensor-based monitoring technique has been implemented in an existing condition monitoring system for a CNC machining center, and has achieved good results.

引用

页码：139 / 144

页数：4

共 50 条

[21] Research on the Machining Status Monitoring of CNC Machine Tools Based on Artificial Neural Network
Li, Jinhua
Liu, Yongxian
Yi, Dengli
Zhang, Deqiang
PRODUCT DESIGN AND MANUFACTURING, 2011, 338 : 685 - +
[22] The Research of GPRS-based Remote Fault Monitoring System for CNC Machine Tools
Wu, Ming Liang
Wang, Xiao Bing
Yu, Shu Rong
MECHATRONICS AND MATERIALS PROCESSING I, PTS 1-3, 2011, 328-330 : 393 - 397
[23] Condition Based Maintenance of Machine Tools: Vibration Monitoring of Spindle Units
Rastegari, Ali
Archenti, Andreas
Mobin, Mohammadsadegh
2017 ANNUAL RELIABILITY AND MAINTAINABILITY SYMPOSIUM, 2017,
[24] Multisensor Information Fusion for Condition Based Environment Monitoring
Reyana, A.
Vijayalakshmi, P.
INTELLIGENT AUTOMATION AND SOFT COMPUTING, 2023, 36 (01): : 1013 - 1025
[25] A multisensor-based collision avoidance system with application to a military HMMWV
Cheok, KC
Smid, GE
McCune, DJ
2000 IEEE INTELLIGENT TRANSPORTATION SYSTEMS PROCEEDINGS, 2000, : 288 - 292
[26] Multilevel multisensor-based intelligent recharging system for mobile robot
Luo, Ren C.
Su, Kuo L.
IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2008, 55 (01) : 270 - 279
[27] Multisensor-based collision avoidance system with application to a military HMMWV
Cheok, Ka C.
Smid, G.E.
McCune, D.J.
IEEE Conference on Intelligent Transportation Systems, Proceedings, ITSC, 2000, : 288 - 292
[28] A Sensor Reduced Machine Learning Approach for Condition-based Energy Monitoring for Machine Tools
Sossenheimer, Johannes
Walther, Jessica
Fleddermann, Jan
Abele, Eberhard
52ND CIRP CONFERENCE ON MANUFACTURING SYSTEMS (CMS), 2019, 81 : 570 - 575
[29] Condition Monitoring of Single Point Cutting Tools Based on Machine Learning Approach
Gangadhar, N.
Kumar, Hemantha
Narendranath, S.
Sugumaran, V.
INTERNATIONAL JOURNAL OF ACOUSTICS AND VIBRATION, 2018, 23 (02): : 131 - 137
[30] Multisensor-based monitoring of weld deposition and plate distortion for various torch angles in pulsed MIG welding
Kamal Pal
Sandip Bhattacharya
Surjya K. Pal
The International Journal of Advanced Manufacturing Technology, 2010, 50 : 543 - 556

← 1 2 3 4 5 →