Title :
Improvements on local non-quadratic stability of Takagi-Sugeno models
Author :
Sala, Antonio ; Bernal, Miguel ; Jaadari, Abdelhafidh ; Guerra, Thierry-Marie
Author_Institution :
Dept. of Syst. Eng. & Control, Tech. Univ. of Valencia, Valencia, Spain
Abstract :
The present paper proposes simple and effective ways to improve recent results on the estimation of the region of attraction of continuous-time Takagi-Sugeno (TS) models. These estimates are obtained via a novel non-quadratic local stability approach that overcomes infeasible global quadratic conditions. In order to ameliorate these solutions two techniques are proposed to successively obtain better estimations of the stability domain: if a nonlinear model is available, an algorithm alternating closer modeling areas and bigger estimates comes in handy; if not, an algorithm alternating closer polytopes and bigger estimates proves useful. Conditions are expressed as linear matrix inequalities (LMIs) and progressively better estimates of the region of attraction are obtained via linear programming techniques. Some examples are included to illustrate the improvements.
Keywords :
continuous time systems; linear matrix inequalities; linear programming; nonlinear systems; stability; continuous-time Takagi-Sugeno models; linear matrix inequalities; linear programming techniques; local nonquadratic stability approach; nonlinear model; Asymptotic stability; Control systems; Estimation; Lyapunov method; Modeling; Stability criteria; Linear Matrix Inequalities (LMI); Local Asymptotic Stability; Stability Domain; Takagi-Sugeno models;
Conference_Titel :
Intelligent Control (ISIC), 2010 IEEE International Symposium on
Conference_Location :
Yokohama
Print_ISBN :
978-1-4244-5360-3
Electronic_ISBN :
2158-9860
DOI :
10.1109/ISIC.2010.5612899