Fuzzy feedback linearizing controller and its equivalence with the fuzzy nonlinear internal model control structure

被引:18
作者
Boukezzoula, Reda [1 ]
Alichet, Sylvie [1 ]
Foulloy, Laurent [1 ]
机构
[1] Univ Savoie, Lab Informat Syst Traitement Informat & Connaissa, F-74944 Annecy Le Vieux, France
关键词
fuzzy control; inverse control; feedback linearization; internal model control;
D O I
10.2478/v10006-007-0021-4
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 examines the inverse control problem of nonlinear systems with stable dynamics using a fuzzy modeling approach. Indeed. based on the ability of fuzzy systems to approximate any nonlinear mapping, the nonlinear system is represented by a Thkagi-Sugeno (TS) fuzzy system, which is then inverted for designing a fuzzy controller. As an application of the proposed inverse control methodology. two popular control structures, namely, feedback linearization and Nonlinear Internal Model Control (NIMC) are investigated, Moreover, the paper points out that, under some conditions, both of the control structures are equivalent and naturally implement a Smith predictor in the presence of time delays.
引用
收藏
页码:233 / 248
页数:16
相关论文
共 43 条
[1]  
[Anonymous], 1990, IEEE T NEURAL NETWOR
[2]  
[Anonymous], FUZZY MODELING CONTR
[3]   A method to invert a linguistic fuzzy model [J].
Baranyi, P ;
Bavelaar, IM ;
Babuska, R ;
Koczy, LT ;
Titli, A ;
Verbruggen, HB .
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 1998, 29 (07) :711-721
[4]   Inverse controller design for fuzzy interval systems [J].
Boukezzoula, R ;
Foulloy, L ;
Galichet, S .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2006, 14 (01) :111-124
[5]   Observer-based fuzzy adaptive control for a class of nonlinear systems: Real-time implementation for a robot wrist [J].
Boukezzoula, R ;
Galichet, S ;
Foulloy, L .
IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY, 2004, 12 (03) :340-351
[6]   Nonlinear internal model control: Application of inverse model based fuzzy control [J].
Boukezzoula, R ;
Galichet, S ;
Foulloy, L .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2003, 11 (06) :814-829
[7]   Fuzzy Nonlinear Adaptive Internal Model Control (FNAIMC) [J].
Boukezzoula, R ;
Galichet, S ;
Foulloy, L .
EUROPEAN JOURNAL OF CONTROL, 2001, 7 (05) :523-540
[8]   Issues in the application of neural networks for tracking based on inverse control [J].
Cabrera, JBD ;
Narendra, KS .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1999, 44 (11) :2007-2027
[9]   ADAPTIVE-CONTROL OF A CLASS OF NONLINEAR DISCRETE-TIME-SYSTEMS USING NEURAL NETWORKS [J].
CHEN, FC ;
KHALIL, HK .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1995, 40 (05) :791-801
[10]   INTERNAL MODEL CONTROL .5. EXTENSION TO NONLINEAR-SYSTEMS [J].
ECONOMOU, CG ;
MORARI, M ;
PALSSON, BO .
INDUSTRIAL & ENGINEERING CHEMISTRY PROCESS DESIGN AND DEVELOPMENT, 1986, 25 (02) :403-411