Title :
Stability analysis of fuzzy polynomial positive systems with time delay
Author :
Xiaomiao Li ; Chuang Liu ; Lam, H.K.
Author_Institution :
Yanshan Univ., Qinghuangdao, China
Abstract :
This paper investigates the stability of fuzzy polynomial positive systems with time delay by using sum-of-squares (SOS) approach. Conservative stability conditions are obtained based on the traditional stability-analysis approach for positive system represented by a fuzzy model, where the membership functions are not considered. In this paper, piecewise-linear membership functions (PLMFs) are employed to relax the stability conditions. Through the PLMFs, the specified non-linearities are able to be considered in the SOS-based stability conditions. The stability analysis result is verified and its effectiveness is demonstrated by a simulation example.
Keywords :
control nonlinearities; delays; fuzzy systems; piecewise linear techniques; polynomials; stability; PLMF; SOS-based stability conditions; fuzzy polynomial positive systems; nonlinearities; piecewise-linear membership functions; stability analysis; sum-of-squares approach; time delay; Asymptotic stability; Delay effects; Lyapunov methods; Numerical stability; Polynomials; Stability analysis; Thermal stability;
Conference_Titel :
Fuzzy Theory and Its Applications (iFUZZY), 2014 International Conference on
Print_ISBN :
978-1-4799-4590-0
DOI :
10.1109/iFUZZY.2014.7091226