Title :
SOS methods for demonstrating dissipativity for switched systems
Author :
McCourt, M.J. ; Antsaklis, P.J.
Author_Institution :
Res. & Eng. Educ. Facility (REEF), Univ. of Florida, Gainesville, FL, USA
Abstract :
Dissipativity is a valuable tool for analysis and synthesis of dynamical systems, however, the search for an appropriate storage function to show the property is often not straightforward. This paper uses sum of squares (SOS) optimization methods to determine whether a nonlinear or switched system is dissipative. This is especially useful for switched systems where notions of dissipativity involve finding multiple storage functions. Examples and relevant software code are provided to illustrate these methods.
Keywords :
nonlinear control systems; nonlinear dynamical systems; optimisation; time-varying systems; SOS methods; dissipativity; dynamical system analysis; dynamical system synthesis; nonlinear system; storage functions; sum of squares optimization methods; switched systems; Energy storage; Lyapunov methods; Nonlinear systems; Optimization; Polynomials; Stability analysis; Switched systems; Computational methods; Nonlinear systems; Switched systems;
Conference_Titel :
American Control Conference (ACC), 2014
Conference_Location :
Portland, OR
Print_ISBN :
978-1-4799-3272-6
DOI :
10.1109/ACC.2014.6858757