Analytical structures and analysis of the simplest fuzzy PI controllers

被引:67
作者
Patel, AV
Mohan, BM [1 ]
机构
[1] Indian Inst Technol, Dept Elect Engn, Kharagpur 721302, W Bengal, India
[2] Aeronaut Dev Agcy, IFC Directorates Off, Bangalore 560017, Karnataka, India
关键词
fuzzy PI control; T-norms; T-conorms; fuzzy implications; analytical structures; BIBO stability;
D O I
10.1016/S0005-1098(01)00297-7
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
This paper deals with simplest fuzzy PI controllers which employ two fuzzy numbers on the universe of discourse (UOD) of each input variable, and three fuzzy numbers on the UOD of output variable. Analytical structures of such controllers are derived using triangular membership functions for fuzzification, different combinations of T-norms and T-conorms, different inference methods, and center of area (COA) method for defuzzification. Properties of these controllers are investigated. A comparative study is made on (i) the fuzzy PI controllers derived, and (ii) on the fuzzy PI controllers and their counterpart-conventional PI controller. Moreover, sufficient conditions for bounded-input bounded-output (BIBO) stability of fuzzy PI control systems are established using the well-known small gain theorem. (C) 2002 Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:981 / 993
页数:13
相关论文
共 14 条
[1]  
[Anonymous], 1995, INTELLIGENT CONTROL
[2]  
Cheng X, 1997, METHODS BIOTECHNOLOG, V3, P1
[3]  
Desoer CA., 1975, FEEDBACK SYSTEMS INP
[4]  
Driankov D., 1993, INTRO FUZZY CONTROL
[5]   FUZZY-LOGIC IN CONTROL-SYSTEMS - FUZZY-LOGIC CONTROLLER .1. [J].
LEE, CC .
IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS, 1990, 20 (02) :404-418
[6]  
MAMDANI EH, 1974, INT J MAN MACH STUD, V7, P1
[7]   FUZZY CONTROLS UNDER VARIOUS FUZZY-REASONING METHODS [J].
MIZUMOTO, M .
INFORMATION SCIENCES, 1988, 45 (02) :129-151
[8]  
Pedrycz W, 1993, FUZZY CONTROL FUZZY
[9]  
SHEARER JL, 1990, DYNAMIC MODELLING CO
[10]  
Sugeno M., 1985, IND APPL FUZZY CONTR