Automatic generation of a fuzzy rule base for constant turning force

被引：9

作者：

Tarng, YS

Lin, CY

Nian, CY

机构：

[1] Department of Mechanical Engineering, National Taiwan Institute of Technology

来源：

JOURNAL OF INTELLIGENT MANUFACTURING | 1996年 / 7卷 / 01期

关键词：

fuzzy control; genetic algorithms; turning;

D O I：

10.1007/BF00114140

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

An automatic fuzzy rule base generation method is proposed to control nonlinear and time-varying turning processes with constant cutting forces. Based on this study, the optimum fuzzy rule base for the control of turning processes can be self-organized without the need for experienced manufacturing engineers. A fuzzy logic controller based on these fuzzy rules can adjust feed rate on line to achieve an optimal production rate in turning operations.

引用

页码：77 / 84

页数：8

共 8 条

[1]

[Anonymous], 1991, Handbook of genetic algorithms

[2]

Golberg D.E., 1989, Genetic Algorithm in Search, Optimization and Machine Learning

[3]

Holland J. H., 1975, Adaptation in natural and artificial system, DOI DOI 10.7551/MITPRESS/1090.001.0001

[4]

Koren Y., 1983, Computer Control of Manufacturing Systems

[5]

Lin C-Y., 1992, ENG OPTIMIZ, V19, P309, DOI DOI 10.1080/03052159208941234

[6]

PEDRYCZ W, 1989, FUZZY CONTROL FUZZY

[7] A NEW ADAPTIVE CONTROLLER FOR CONSTANT TURNING FORCE [J].

TARNG, YS ;

WANG, YS .

INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY, 1994, 9 (04) :211-216

[8] AN ADAPTIVE FUZZY CONTROL-SYSTEM FOR TURNING OPERATIONS [J].

TARNG, YS ;

WANG, YS .

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE, 1993, 33 (06) :761-771

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