Intelligent monitor and control system for grinding process

被引：2
|
作者：
Liu, GJ [1 ]
Gong, YD
Wang, WS
机构：
[1] Ocean Univ China, Coll Engn, Qingdao 266701, Peoples R China
[2] Northeastern Univ, Sch Mech Engn, Shenyang 110004, Peoples R China
来源：
ADVANCES IN GRINDING AND ABRASIVE TECHNOLOGY XIII | 2006年 / 304-305卷
关键词：
grinding process; intelligent system; monitor and control; neural network;
D O I：
10.4028/www.scientific.net/KEM.304-305.535
中图分类号：
TH [机械、仪表工业];
学科分类号：
0802 ;
摘要：
The intelligent monitor and control system for grinding process is proposed in this paper, it utilizes the nonlinear modeling theory and self-learning capability of neural network to setup non-liner mapping relations between grinding conditions and AE signals, and to realize grinding process intelligent monitor and control by picking-up grinding AE signals on line. Grinding quality can be monitored on-line, starting parameters for grinding process can be selected, on-line intelligent adjustment of grinding conditions also can bee realized by using this system.
引用
收藏
页码：535 / 539
页数：5
相关论文
共 50 条
  • [41] INTELLIGENT CONTROL OF PRECISION THREAD GRINDING
    XU, ZL
    GUI, XW
    YANG, SZ
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 1995, 10 (05): : 311 - 316
  • [42] A Kind of New Intelligent Monitor and Control System Based on Sensors Technology
    Yu, Chen
    Zhao, Dongbo
    2008 INTERNATIONAL WORKSHOP ON EDUCATION TECHNOLOGY AND TRAINING AND 2008 INTERNATIONAL WORKSHOP ON GEOSCIENCE AND REMOTE SENSING, VOL 1, PROCEEDINGS, 2009, : 397 - 400
  • [43] Design and Realization of Intelligent Traffic Light Monitor and Control System Based on Wireless Control
    Tian Hai
    Zhang Yong
    Cui Gui-mei
    PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE, 2012, : 5687 - 5691
  • [44] Intelligent grinding assistant (IGA(©)) - system development part I intelligent grinding database
    R. Cai
    W. B. Rowe
    J. L. Moruzzi
    M. N. Morgan
    The International Journal of Advanced Manufacturing Technology, 2007, 35 : 75 - 85
  • [45] Intelligent grinding assistant (IGA(©)) -: system development -: part I -: intelligent grinding database
    Cai, R.
    Rowe, W. B.
    Moruzzi, J. L.
    Morgan, M. N.
    INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2007, 35 (1-2): : 75 - 85
  • [46] Observance of process forces with an intelligent grinding wheel
    Brinksmeier, E
    Heinzel, C
    Böhm, C
    ADVANCED MANUFACTURING PROCESSES, SYSTEMS, AND TECHNOLOGIES (AMPST 99), 1999, : 333 - 345
  • [47] An Intelligent system for selection of grinding wheels
    Li, Y
    Mills, B
    Rowe, WB
    PROCEEDINGS OF THE INSTITUTION OF MECHANICAL ENGINEERS PART B-JOURNAL OF ENGINEERING MANUFACTURE, 1997, 211 (08) : 635 - 641
  • [48] Generalized Intelligent Grinding Advisory System
    Choi, T.
    Shin, Y. C.
    INTERNATIONAL JOURNAL OF PRODUCTION RESEARCH, 2007, 45 (08) : 1899 - 1932
  • [49] Intelligent system for selection of grinding wheels
    Liverpool John Moores Univ, Liverpool, United Kingdom
    Proc Inst Mech Eng Part B J Eng Manuf, B8 (635-641):
  • [50] The design of Computer Control System for Grinding-classification Process
    Yu, Zhongan
    Tan, Weiqin
    Xie, Zhenghua
    MECHANICAL AND ELECTRONICS ENGINEERING III, PTS 1-5, 2012, 130-134 : 1894 - 1897
12345