AN ADAPTIVE FUZZY CONTROL-SYSTEM FOR TURNING OPERATIONS

被引：20

作者：

TARNG, YS

WANG, YS

机构：

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

来源：

INTERNATIONAL JOURNAL OF MACHINE TOOLS & MANUFACTURE | 1993年 / 33卷 / 06期

关键词：

D O I：

10.1016/0890-6955(93)90036-T

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

In the paper, an adaptive fuzzy control system is developed and then applied to control turning processes with highly non-linear and time-varying cutting characteristics. The control system employs linguistic rules to obtain a constant turning force under varying cutting conditions. In order to improve the performance of the non-adaptive fuzzy logic controller, an adaptive algorithm using a turning process identifier to adapt the output scaling factor of the fuzzy logic controller is included. It is shown, by experimentation, that the adaptive fuzzy control system is capable of providing an effective solution to the control of the constant turning force under varying cutting conditions.

引用

页码：761 / 771

页数：11

共 12 条

[1]

Zadeh, Fuzzy sets, Information Control, 8, pp. 338-353, (1965)

[2]

Mamdani, Applications of fuzzy algorithms for control of simple dynamic plant, Proc. IEE, 10, pp. 8-20, (1974)

[3]

Pedrycz, Fuzzy Control and Fuzzy Systems, (1989)

[4]

Chen, Chang, Robust PI controller design for a constant turning force system, Int. J. Mach. Tools Manufact., 31, pp. 257-272, (1991)

[5]

Chen, Chang, Constant turning force adaptive controller desing, Trans ASME J. Engng Ind., 111, pp. 125-132, (1989)

[6]

Chang, Chen, The VSS controller design and implementation for the constant turning force adaptive control, Int. J. Mach. Tools Manufact., 28, pp. 373-387, (1988)

[7]

Daneshmend, Pak, Model reference adaptive control of freed force in turning, J. Dyn. Syst. Measurem. Cont., Trans ASME, 108, pp. 215-222, (1986)

[8]

Ulsoy, Koren, Rasmussen, Principle developments in the adaptive control of machine tools, J. Dyn. Syst. Measurem. Cont., Trans ASME, 105, pp. 107-112, (1983)

[9]

Masory, Koren, Adaptive control system for turning, Ann. CIRP, 29, pp. 281-284, (1980)

[10]

Mizumoto, Fuzzy controls under various fuzzy reasoning methods, Inf. Sci., 45, pp. 129-151, (1988)

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