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
来源：
TRANSACTIONS OF THE INSTITUTE OF MEASUREMENT AND CONTROL | 2010年 / 32卷 / 03期
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
  • [31] Fuzzy self-learning control algorithm for errors compensation of lead screw cycle
    Xu, Huibin
    Huazhong Ligong Daxue Xuebao/Journal Huazhong (Central China) University of Science and Technology, 2000, 28 (03): : 16 - 18
  • [32] Model reference self-learning fuzzy control method for automated mechanical clutch
    Wang, Xiangyu (18810567146@163.com), 1600, Springer London (94): : 9 - 12
  • [33] Self-learning fuzzy neural networks and computer vision for control of pulsed GTAW
    Chen, S.B.
    Wu, L.
    Wang, Q.L.
    Liu, Y.C.
    Welding Journal (Miami, Fla), 1997, 76 (05): : 201 - 209
  • [34] Self-learning fuzzy sliding-mode control for antilock braking systems
    Lin, CM
    Hsu, CF
    IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2003, 11 (02) : 273 - 278
  • [35] Sensitivity-based self-learning fuzzy logic control for a servo system
    Kovacic, Z
    Balenovic, M
    Bogdan, S
    IEEE CONTROL SYSTEMS MAGAZINE, 1998, 18 (03): : 41 - 51
  • [36] Self-learning neural network fuzzy control applied to the synthetic ammonia production
    Li, SY
    Xi, YG
    Wang, XY
    PROCEEDINGS OF THE 2000 IEEE INTERNATIONAL CONFERENCE ON CONTROL APPLICATIONS, 2000, : 339 - 342
  • [37] A self-learning fuzzy controller for embedded applications
    Tan, WW
    Dexter, AL
    AUTOMATICA, 2000, 36 (08) : 1189 - 1198
  • [38] Model reference self-learning fuzzy control method for automated mechanical clutch
    Yong Chen
    Xiangyu Wang
    Kai He
    Cai Yang
    The International Journal of Advanced Manufacturing Technology, 2018, 94 : 3163 - 3172
  • [39] Design of Self-Learning Hierarchical Fuzzy Logic for Guidance and Control of Multirobot Systems
    Mohammadian, Masoud
    Journal of Advanced Computational Intelligence and Intelligent Informatics, 1999, 3 (06): : 446 - 450
  • [40] Construction of self-learning fuzzy controllers using autonomous adaptive control methodology
    Karavaev, M. V.
    Zhdanov, A. A.
    JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2007, 46 (02) : 255 - 261
12345