Fault-tolerant control synthesis for a class of nonlinear systems: Sum of squares optimization approach

被引:60
作者
Ma, Hong-Jun [1 ,2 ]
Yang, Guang-Hong [1 ,2 ]
机构
[1] Northeastern Univ, Coll Informat Sci & Engn, Shenyang 110004, Liaoning, Peoples R China
[2] Northeastern Univ, Minist Educ, Key Lab Integrated Automat Proc Ind, Shenyang 110004, Liaoning, Peoples R China
关键词
nonlinear control systems; fault-tolerant control; H-infinity performance; semi-definite programming; sum of squares; state feedback control; FLIGHT TRACKING CONTROL; STATE-FEEDBACK; DESIGN;
D O I
10.1002/rnc.1346
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 studies the fault-tolerant control (FTC) problem for nonlinear systems, with guaranteed cost or H-infinity performance objective in the presence of actuator faults. The faulty mode is built as a mufti-model framework of the typical aberration in actuator effectiveness. The novelty of this paper is that the effect of the nonlinear terms is described as an index in order to transform the FTC design problem into a semi-definite programming. The proposed optimization approach is to find zero optimum for this index. Combined with other performance indexes, the conceived mufti-objective optimization problem is solved by using Sum of squares method in a reliable and efficient manner. Numerical examples are included to verify the applicability of this new approach for the nonlinear FTC synthesis. Copyright (c) 2008 John Wiley & Sons, Ltd.
引用
收藏
页码:591 / 610
页数:20
相关论文
共 38 条
[1]  
[Anonymous], P IEEE C DEC CONTR L
[2]  
[Anonymous], P AS CONTR C
[3]  
Boskovic J. D., 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251), P1920, DOI 10.1109/ACC.1999.786187
[4]  
Boskovic JD, 2002, IEEE DECIS CONTR P, P1257, DOI 10.1109/CDC.2002.1184687
[5]  
Boyd S., 1994, LINEAR MATRIX INEQUA
[6]  
Demetriou MA, 2001, IEEE DECIS CONTR P, P1879, DOI 10.1109/CDC.2001.981179
[7]   Analysis and design of polynomial control systems using dissipation inequalities and sum of squares [J].
Ebenbauer, Christian ;
Allgoewer, Frank .
COMPUTERS & CHEMICAL ENGINEERING, 2006, 30 (10-12) :1590-1602
[8]   STABILITY OF THE PSEUDO-INVERSE METHOD FOR RECONFIGURABLE CONTROL-SYSTEMS [J].
GAO, ZQ ;
ANTSAKLIS, PJ .
INTERNATIONAL JOURNAL OF CONTROL, 1991, 53 (03) :717-729
[9]   Symmetry groups, semidefinite programs, and sums of squares [J].
Gatermann, K ;
Parrilo, PA .
JOURNAL OF PURE AND APPLIED ALGEBRA, 2004, 192 (1-3) :95-128
[10]  
HUANG Y, 1999, THESIS CALTECH PASAD