A PI-type fuzzy controller with self-tuning scaling factors

被引：53

作者：

Chung, HY ^{[1
]}

Chen, BC ^{[1
]}

Lin, JJ ^{[1
]}

机构：

[1] Natl Cent Univ, Dept Elect Engn, Chungli 32054, Taiwan

来源：

FUZZY SETS AND SYSTEMS | 1998年 / 93卷 / 01期

关键词：

fuzzy; self-tuning; scaling factor;

D O I：

10.1016/S0165-0114(96)00215-1

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

In this paper, a self-tuning fuzzy controller with a smart and easy structure is presented. The tuning schemes allow us to tune the scaling factors by only seven rules. The aim of a controller is to obtain a satisfactory performance, such as the rise time, the overshoot, the steady-state error for the step response. Simulation results of a third order system with time-delay show a better performance and ability of curbing the effect of load disturbance on the control process. (C) 1998 Elsevier Science B.V.

引用

页码：23 / 28

页数：6

共 7 条

[1] EXPERT FUZZY CONTROLLER [J].

BUCKLEY, JJ ;

YING, H .

FUZZY SETS AND SYSTEMS, 1991, 44 (03) :373-390

[2] A HEURISTIC SELF-TUNING FUZZY CONTROLLER [J].

CHOU, CH ;

LU, HC .

FUZZY SETS AND SYSTEMS, 1994, 61 (03) :249-264

[3]

FEI J, 1992, P IEEE INT C FUZZ SY, P399

[4] FUZZY-LOGIC IN CONTROL-SYSTEMS - FUZZY-LOGIC CONTROLLER .1. [J].

LEE, CC .

IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1990, 20 (02) :404-418

[5] A SELF-TUNING FUZZY CONTROLLER [J].

MAEDA, M ;

MURAKAMI, S .

FUZZY SETS AND SYSTEMS, 1992, 51 (01) :29-40

[6]

Wong C.C, 1994, IEEE INT C FUZZ SYST, P30

[7]

Zheng Li, 1992, IEEE INT C FUZZ SYST, P633

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