Local Stabilization of Polynomial Fuzzy Model with Time Delay: SOS Approach

被引:11
作者
Gassara, Hamdi [1 ,2 ]
Siala, Fatma [2 ]
El Hajjaji, Ahmed [1 ]
Chaabane, Mohamed [2 ]
机构
[1] Univ Picardie Jules Verne, MIS Lab, F-80000 Amiens, France
[2] Natl Sch Engineers Sfax, STA Lab, Sfax, Tunisia
关键词
Domain Of Attraction (DOA); local stability; polynomial fuzzy systems; polynomial Lyapunov Krasovskii functional; sum of squares (SOS); time delay; STABILITY ANALYSIS; NONLINEAR-SYSTEMS; SUM;
D O I
10.1007/s12555-014-0575-5
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
In this paper, a design method of control for Polynomial Fuzzy Models (PFM) with time delay is developed. By using a Polynomial Lyapunov Krasovskii Functional (PLKF) with double integral and by imposing bounds on the derivatives of each state, less conservative sufficient conditions are established to ensure the local stability of the closed loop system. Furthermore, a Domain Of Attraction (DOA) in which the initial states are ensured to converge asymptotically to the origin is estimated. The resulting conditions are formulated in terms of Sum-Of- Squares (SOS) which can be numerically (partially symbolically) solved via the recently developed SOSTOOLS. Some examples are provided to show the effectiveness and the merit of the design procedure.
引用
收藏
页码:385 / 393
页数:9
相关论文
共 18 条
[1]  
Boyd S., 1994, SIAM STUDIES APPL MA LINEAR MATRIX INEQUA, V15
[2]   Analysis of stability and robust stability of polynomial fuzzy model-based control systems using a sum-of-squares approach [J].
Cao, Kairui ;
Gao, X. Z. ;
Vasilakos, T. ;
Pedrycz, W. .
SOFT COMPUTING, 2014, 18 (03) :433-442
[3]   Fuzzy guaranteed cost control for nonlinear systems with time-varying delay [J].
Chen, B ;
Liu, XP .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2005, 13 (02) :238-249
[4]   Stability Analysis and Region-of- Attraction Estimation Using Piecewise Polynomial Lyapunov Functions: Polynomial Fuzzy Model Approach [J].
Chen, Ying-Jen ;
Tanaka, Motoyasu ;
Tanaka, Kazuo ;
Wang, Hua O. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2015, 23 (04) :1314-1322
[5]  
Gahinet P., 1995, LMI Control Toolbox
[6]   Robust control of T-S fuzzy systems with time-varying delay using new approach [J].
Gassara, Hamdi ;
El Hajjaji, Ahmed ;
Chaabane, Mohamed .
INTERNATIONAL JOURNAL OF ROBUST AND NONLINEAR CONTROL, 2010, 20 (14) :1566-1578
[7]   An analysis and design method for linear systems subject to actuator saturation and disturbance [J].
Hu, TS ;
Lin, ZL ;
Chen, BM .
AUTOMATICA, 2002, 38 (02) :351-359
[8]   Stability Analysis of Polynomial-Fuzzy-Model-Based Control Systems Using Switching Polynomial Lyapunov Function [J].
Lam, H. K. ;
Narimani, Mohammad ;
Li, Hongyi ;
Liu, Honghai .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (05) :800-813
[9]   Output Regulation of Polynomial-Fuzzy-Model-Based Control Systems [J].
Lam, H. K. ;
Lo, J. C. .
IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2013, 21 (02) :262-274
[10]  
Li WH, 2012, PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012), P1806, DOI 10.1109/WCICA.2012.6358170