A self-learning fuzzy controller for wire rupture prevention in WEDM

被引：16
|
作者：
Yan, MT [1 ]
Liao, YS [1 ]
机构：
[1] NATL TAIWAN UNIV,DEPT MECH ENGN,TAIPEI 10764,TAIWAN
来源：
INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY | 1996年 / 11卷 / 04期
关键词：
self-learning fuzzy controller; sparking frequency; wire breaking; wire electrical discharge machining;
D O I：
10.1007/BF01351284
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
Wire breaking is a serious problem in the application of wire electrical discharge machining (WEDM). A WEDM sparking frequency monitoring and control system based on the characteristics of the voltage waveform of WEDM is developed. Two types of wire breaking phenomena are categorised according to the duration of the symptoms: a sudden rise of sparking frequency, and a sluggish rise of sparking frequency. Based on these results, a new self-learning fuzzy controller (SLFC) is proposed. The pulse off-time is regulated in real-time to keep the sparking frequency at a safe level so that wire breaking can be prevented. Experimental results show that this monitoring and control system can control the sparking frequency at an optimal high metal removal rate level without the risk of wire rupture.
引用
收藏
页码：267 / 275
页数：9
相关论文
共 50 条
  • [1] Monitoring and self-learning fuzzy control for wire rupture prevention in wire electrical discharge machining
    Yan, MT
    Liao, YS
    [J]. INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 1996, 36 (03): : 339 - 353
  • [2] Self-tuning fuzzy control with a grey prediction for wire rupture prevention in WEDM
    W. M. Lee
    Y. S. Liao
    [J]. The International Journal of Advanced Manufacturing Technology, 2003, 22 : 481 - 490
  • [3] Self-tuning fuzzy control with a grey prediction for wire rupture prevention in WEDM
    Lee, WM
    Liao, YS
    [J]. INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 2003, 22 (7-8): : 481 - 490
  • [4] Self-learning fuzzy controller with a fuzzy supervisor
    Perng, CF
    Chen, YY
    [J]. 1998 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AT THE IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE - PROCEEDINGS, VOL 1-2, 1998, : 331 - 336
  • [5] A practical and useful self-learning fuzzy controller
    Barra, W
    Barreiros, JAL
    [J]. UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 290 - 295
  • [6] A self-learning fuzzy controller for embedded applications
    Tan, WW
    Dexter, AL
    [J]. AUTOMATICA, 2000, 36 (08) : 1189 - 1198
  • [7] Robot Action Acquisition by Self-Learning Fuzzy Controller
    Piao, Songhao
    Sun, Lining
    [J]. FIFTH INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS AND KNOWLEDGE DISCOVERY, VOL 3, PROCEEDINGS, 2008, : 241 - 244
  • [8] A heuristic criterion algorithm of the self-learning fuzzy controller
    Perng, CF
    Chen, YY
    [J]. 1997 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY - NAFIPS, 1997, : 112 - 117
  • [9] Adaptive fuzzy self-learning controller for robotic manipulators
    Mahanta, Chitralekha
    Bhagat, P. J.
    [J]. 2006 IEEE CONFERENCE ON ROBOTICS, AUTOMATION AND MECHATRONICS, VOLS 1 AND 2, 2006, : 750 - +
  • [10] Self-learning fuzzy PID controller based on neural networks
    Li, QQ
    Cheng, ZQ
    Qian, JX
    [J]. PROCEEDINGS OF THE 1998 AMERICAN CONTROL CONFERENCE, VOLS 1-6, 1998, : 1860 - 1861
12345