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

被引：8

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

页码：307 / 318

页数：12

共 14 条

[1]

Bopaya B., 1994, COMPUT IND ENG, V26, P48

[2]

Bradley C., 1992, ANN CIRP MANUFACTURI, V41, P437

[3] REVERSE ENGINEERING OF PLANAR PARTS USING MACHINE VISION [J].

HUANG, CN ;

MOTAVALLI, S .

COMPUTERS & INDUSTRIAL ENGINEERING, 1994, 26 (02) :369-379

[4] Construction of self-learning fuzzy controllers using autonomous adaptive control methodology [J].

Karavaev, M. V. ;

Zhdanov, A. A. .

JOURNAL OF COMPUTER AND SYSTEMS SCIENCES INTERNATIONAL, 2007, 46 (02) :255-261

[5]

Li J., 2001, MEAS TECH, V42, P8

[6]

Lin L.Z., 2000, J DALIAN U TECHNOLOG, V40, P190

[7]

LIU SG, 2001, FUZZY CONTROL THEORY

[8]

LIU SX, 2006, THESIS DALIAN U TECH, P1

[9]

Lu J-C, 1998, J DALIAN U TECHNOL, V38, P296

[10]

WANG CH, 2007, THESIS DALIAN U TECH

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