Design of robust predictive fault-tolerant control for Takagi-Sugeno fuzzy systems: Application to the twin-rotor system

被引:0
作者
Witczak, Piotr [1 ]
Witczak, Marcin [1 ]
Patan, Krzysztof [1 ]
Stetter, Ralf [2 ]
机构
[1] Univ Zielona Gora, Inst Control & Computat Engn, Zielona Gora, Poland
[2] Univ Appl Sci Ravensburg Weingarten, Fac Mech Engn, Ravensburg, Germany
来源
2014 IEEE INTERNATIONAL SYMPOSIUM ON INTELLIGENT CONTROL (ISIC) | 2014年
关键词
LINEAR-SYSTEMS; STATE; INPUT;
D O I
暂无
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
The paper deals with the problem of robust predictive fault-tolerant control for non-linear discrete-time systems described by the Takagi-Sugeno models as well as application to the so-called Twin-Rotor system. Approach proposed in this paper is in fact series of three, i.e. it starts from fault estimation, which is subsequently compensated with a robust controller. While robust controller is designed without taking into account the input constraints, compensation feasibility is proven by introducing invariant set of states, which takes into account the input constraints. If the current state do not belong to a robust invariant set, appropriate predictive control actions are performed. This appealing phenomenon makes it possible to enlarge the domain of attraction, making the proposed approach an efficient solution for the fault-tolerant control. The final part of the paper shows an illustrative example of proposed approach to the Twin-Rotor system.
引用
收藏
页码:1113 / 1118
页数:6
相关论文
共 29 条
[1]   Design of state estimators for uncertain linear systems using quadratic boundedness [J].
Alessandri, A ;
Baglietto, M ;
Battistelli, G .
AUTOMATICA, 2006, 42 (03) :497-502
[2]  
[Anonymous], 2003, FAULT TOLERANT CONTR
[3]  
[Anonymous], 2014, LECT NOTES ELECT ENG
[4]   Set invariance in control [J].
Blanchini, F .
AUTOMATICA, 1999, 35 (11) :1747-1767
[5]   A new discrete-time robust stability conditions [J].
de Oliveira, MC ;
Bernussou, J ;
Geromel, JC .
SYSTEMS & CONTROL LETTERS, 1999, 37 (04) :261-265
[6]  
Derinkuyu K, 2006, MATH METHOD OPER RES, V64, P55, DOI [10.1007/s00186-006-0070-8, 10.1007/S00186-006-0070-8]
[7]   Active fault-tolerant control design for Takagi-Sugeno fuzzy systems [J].
Dziekan, L. ;
Witczak, M. ;
Korbicz, J. .
BULLETIN OF THE POLISH ACADEMY OF SCIENCES-TECHNICAL SCIENCES, 2011, 59 (01) :93-102
[8]  
Feedback Instruments Limited, 1998, TWIN ROT MIMO SYST A
[9]   LINEAR-SYSTEMS WITH STATE AND CONTROL CONSTRAINTS - THE THEORY AND APPLICATION OF MAXIMAL OUTPUT ADMISSIBLE-SETS [J].
GILBERT, EG ;
TAN, KT .
IEEE TRANSACTIONS ON AUTOMATIC CONTROL, 1991, 36 (09) :1008-1020
[10]   Unbiased minimum-variance input and state estimation for linear discrete-time systems [J].
Gillijns, Steven ;
De Moor, Bart .
AUTOMATICA, 2007, 43 (01) :111-116