Self-learning fuzzy control of scan tracking measurement in copying manufacture

被引:7
|
作者
Jia Zhenyuan [1 ]
Lu Xiaohong [1 ]
Yang Jiangyuan [1 ]
机构
[1] Dalian Univ Technol, Sch Mech & Engn, Minist Educ, Key Lab Precis & Nontradit Machining Technol, Dalian 116024, Liaoning Prov, Peoples R China
关键词
copying manufacture; freeform surface; fuzzy control; scan tracking measurement; self-learning;
D O I
10.1177/0142331209342907
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Aiming at the effect of the geometric shape of the model surface on the precision of scan tracking control, technologies of model surface geometric feature extraction and predictive control technology are researched. A self-learning fuzzy controller is designed and realized, which automatically adjusts the scan tracking velocity according to the smoothness of the model surface. Finally, through the Matlab simulation experiment, the realizability and application effect of the studied self-learning control method of surface scan tracking velocity are verified.
引用
收藏
页码:307 / 318
页数:12
相关论文
共 50 条
  • [21] Sewage pumping stations control system based on fuzzy self-learning
    Wang, XH
    Shi, HG
    Wang, K
    ICEMI'2003: PROCEEDINGS OF THE SIXTH INTERNATIONAL CONFERENCE ON ELECTRONIC MEASUREMENT & INSTRUMENTS, VOLS 1-3, 2003, : 54 - 59
  • [22] Constructing rule-bases by self-learning in fuzzy control systems
    Armensky, EV
    Neroda, VY
    JOINT CONFERENCE - 1996: IEEE INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE & IMEKO TECHNICAL COMMITTEE 7, CONFERENCE PROCEEDINGS, VOLS I AND II: QUALITY MEASUREMENTS: THE INDISPENSABLE BRIDGE BETWEEN THEORY AND REALITY (NO MEASUREMENTS? NO SCIENCE!), 1996, : 1135 - 1137
  • [23] Self-learning fuzzy neural networks for control of the arc welding process
    Chen, SB
    Wu, L
    Wang, QL
    ICNN - 1996 IEEE INTERNATIONAL CONFERENCE ON NEURAL NETWORKS, VOLS. 1-4, 1996, : 1209 - 1214
  • [24] A portable self-learning fuzzy logic control system for muscle relaxation
    Edwards, ND
    Mason, DG
    Ross, JJ
    ANAESTHESIA, 1998, 53 (02) : 136 - 139
  • [25] Self-testing and self-learning fuzzy expert system for technological process control
    Lekova, A
    Batanov, D
    COMPUTERS IN INDUSTRY, 1998, 37 (02) : 135 - 141
  • [26] Self-learning fuzzy stabilizer for a synchronous machine
    Univ of Calgary, Calgary, Canada
    Int J Eng Intell Syst Electic Eng Commun, 3 (157-162):
  • [27] A self-learning neuro-fuzzy system
    DeClaris, N
    Su, MC
    HYBRID SYSTEMS II, 1995, 999 : 106 - 127
  • [28] Self-learning fuzzy navigation of mobile vehicle
    Yung, NHC
    Ye, C
    ICSP '96 - 1996 3RD INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING, PROCEEDINGS, VOLS I AND II, 1996, : 1465 - 1468
  • [29] A practical and useful self-learning fuzzy controller
    Barra, W
    Barreiros, JAL
    UKACC INTERNATIONAL CONFERENCE ON CONTROL '98, VOLS I&II, 1998, : 290 - 295
  • [30] A self-learning fuzzy stabilizer for a synchronous machine
    Hariri, A
    Malik, OP
    ENGINEERING INTELLIGENT SYSTEMS FOR ELECTRICAL ENGINEERING AND COMMUNICATIONS, 1997, 5 (03): : 157 - 162