Title :
A sum-of-squares approach to the stability and control of interconnected systems using vector Lyapunov functions
Author :
Kundu, Soumya ; Anghel, Marian
Author_Institution :
Center for Nonlinear Studies & Inf. Sci. Group (CCS-3), Los Alamos Nat. Lab., Los Alamos, NM, USA
Abstract :
Stability analysis tools are essential to understanding and controlling any engineering system. Recently, sum-of-squares (SOS) based methods have been used to compute Lyapunov based estimates for the region-of-attraction (ROA) of polynomial dynamical systems. But for a real-life large scale dynamical system this method becomes inapplicable because of growing computational burden. In such a case, it is important to develop a subsystem based stability analysis approach which is the focus of the work presented here. A parallel and scalable algorithm is used to infer stability of an interconnected system, with the help of the subsystem Lyapunov functions. Locally computable control laws are proposed to guarantee asymptotic stability under a given disturbance.
Keywords :
Lyapunov methods; asymptotic stability; interconnected systems; vectors; ROA; SOS based methods; asymptotic stability; interconnected systems; large scale dynamical system; polynomial dynamical systems; region-of-attraction; subsystem based stability analysis approach; sum-of-squares approach; vector Lyapunov functions; Algorithm design and analysis; Asymptotic stability; Interconnected systems; Lyapunov methods; Oscillators; Polynomials; Stability analysis;
Conference_Titel :
American Control Conference (ACC), 2015
Conference_Location :
Chicago, IL
Print_ISBN :
978-1-4799-8685-9
DOI :
10.1109/ACC.2015.7172121