Some remarks on the stability of Mamdani fuzzy control systems

被引：70

作者：

Calcev, G ^{[1
]}

机构：

[1] Motorola Inc, Schaumburg, IL 60196 USA

来源：

IEEE TRANSACTIONS ON FUZZY SYSTEMS | 1998年 / 6卷 / 03期

关键词：

fuzzy control; nonlinear control; passivity; stability;

D O I：

10.1109/91.705511

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

This paper presents a passivity approach to the stability analysis of Mamdani fuzzy control systems. The main idea of the paper is that the fuzzy controller can be considered from an input-output viewpoint as a nonlinear dissipative operator. An input-output approach is provided by considering a dynamical dependency of inputs of the fuzzy controller. Then the passivity theory is applied in order to obtain conditions for absolute stability of the closed-loop control system.

引用

页码：436 / 442

页数：7

共 21 条

[1] ABRAMOVITCH D, 1994, P AM CONTR C, V1, P168
[2] ATHERTON DP, 1993, P AM CONTR C, V3, P765
[3] PASSIVITY, FEEDBACK EQUIVALENCE, AND THE GLOBAL STABILIZATION OF MINIMUM PHASE NONLINEAR-SYSTEMS
BYRNES, CI
ISIDORI, A
WILLEMS, JC
[J]. IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1991, 36 (11) : 1228 - 1240
[4] Passivity approach to fuzzy control systems
Calcev, G
Gorez, R
De Neyer, M
[J]. AUTOMATICA, 1998, 34 (03) : 339 - 344
[5] CALCEV G, 1993, P CSCS1, P252
[6] CALCEV G, 1994, 2 S INT COMP INSTR C, P89
[7] Practical design of nonlinear fuzzy controllers with stability analysis for regulating processes with unknown mathematical models - Comment
DeNeyer, M
Gorez, R
[J]. AUTOMATICA, 1996, 32 (11) : 1613 - 1614
[8] Desoer CA., 1975, FEEDBACK SYSTEMS INP
[9] FARINWATA SS, 1995, PROCEEDINGS OF THE 1995 AMERICAN CONTROL CONFERENCE, VOLS 1-6, P2267
[10] HILL DJ, 1992, PROCEEDINGS OF THE 31ST IEEE CONFERENCE ON DECISION AND CONTROL, VOLS 1-4, P3259, DOI 10.1109/CDC.1992.371225

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