Journal of Guangdong University of Technology ›› 2010, Vol. 27 ›› Issue (3): 22-26.

• Comprehensive Studies • Previous Articles     Next Articles

Stability Analysis of Discrete T-S Fuzzy Control Systems

  

  1. Faculty of Applied Mathematics,Guangdong University ofTechnology,Guangzhou 51006,China
  • Online:2010-09-25 Published:2010-09-25

Abstract: Based on piecewise fuzzy Lyapunov function,the properties of fuzzy control systems employing two-over.lapped fuzzy partition inputs are studied,and the notation of maximal overlapped—rule area is also proposed.These new suficient conditions to check the stability of a T-S fuzzy control system are proposed.The conditions require finding a common positive-definite matrix in each maximal overlapped-rule area,which can reduce the conservation and dificulty of former stability analysis approaches.Finally,an example is given to show the approach is effective and advantageous.

Key words: discrete-time T-S fuzzy system;piecewise fuzzy Lyapunov function;fuzzy partition;stability

[1]Tanaka K,Sugeno M.Stability analysis and design of fuzzy control systerm[J].Fuzzy Sets and Systerm,1992,45(2):135-156.

[2]Wang H O,Tanaka K,Griffin M F.An approach to fuzzy control of nonlinear systems;Stability and design issues [J].IEEE Transactions on Fuzzy Systerms,1996,4(1):14-23.

[3]Daafouz J,Riedinger P,Lung C.Stability analysis and COBtrol synthesis for switched systerm : a switched Lyapunov function approach[J].IEEE Transactions on Automatic Control,2002,47(11):1883-1887.

[4]Tanaka K,Hori T,Wang H O.A multiple Lyapunov function approach to stability of fuzzy systems[J].IEEE Transactions on Fuzzy System,2003,11(4):582-589.

[5]Wang W J,Sun C H.A relaxed stability criterion for T-S fuzzy discrete systerm[C]//In proceeding of IEEE intemational Conference on Networking,sensing and contro1.Tai-pei,Taiwan,2004:937-942.

[6]Wang W J,Sun C H.A relaxed stability criterion for T-S fuzzy discrete systerms[J].IEEE Transactions on systems,man and Cybmetics,Part B:Cybernetics,2004,34(5):2155-2158.

[7]Johanson M,Rantzer A,Arzen K E.Piecewise quadratic stability of fuzzy systems[J].IEEE Transtations on Fuzzy systems,1999,7(6):713-722.

[8]Feng G.Stability analysis of discrete—time fuzzy dynamic systems based on piecewise Lyapunov functions[J].IEEE Transations on Fuzzy systerms,2004,12(1):22-28.

[9]修智宏,任光.T—s模糊控制系统的稳定性分析及系统化设计[J].自动化学报,2004,30(5):731-741.

[10]张松涛,任光.离散T·s模糊系统的稳定性分析与系统化设计[J].中国电机工程学报,2006,26(7):113-117.

[1 1]张松涛,任光.基于分段模糊Lyapunov方法的离散模糊系统分析与设计[J].自动化学报,2006,32(5):813-818.

[12]纪志成,周英焕,沈艳霞.基于分段模糊|yapunov函数的模糊系统稳定性分析和保守能设计[J].自动化学报,2008,34(6):721-728.

[13]王宁,孟宪尧.输入采用一般模糊划分的T—S模糊控制系统稳定性分析[J].自动化学报,2008,34(11):1441-14 5.

[14]王琦,徐式蕴,等.MATLAB基础与应用实例集萃[M].北京:人民邮电出版社,2007.
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