Title :
Input-output analysis of distributed parameter systems using convex optimization
Author :
Ahmadi, Mohamadreza ; Valmorbida, Giorgio ; Papachristodoulou, Antonis
Author_Institution :
Dept. of Eng. Sci., Univ. of Oxford, Oxford, UK
Abstract :
This paper investigates input-output properties of systems described by partial differential equations (PDEs). Analogous to systems described by ordinary differential equations (ODEs), dissipation inequalities are used to establish input-output properties for PDE systems. Dissipation inequalities pertaining to passivity, induced L2-norm, reachability, and input-to-state stability (ISS) are formulated. For PDE systems with polynomial data, the dissipation inequalities are solved via polynomial optimization. The results are illustrated with an example.
Keywords :
convex programming; partial differential equations; polynomials; ISS; ODE; PDE; convex optimization; dissipation inequalities; distributed parameter systems; input-output analysis; input-output properties; input-to-state stability; ordinary differential equations; partial differential equations; polynomial data; polynomial optimization; Numerical stability; Polynomials; Programming; Stability analysis; Symmetric matrices; Tin;
Conference_Titel :
Decision and Control (CDC), 2014 IEEE 53rd Annual Conference on
Conference_Location :
Los Angeles, CA
Print_ISBN :
978-1-4799-7746-8
DOI :
10.1109/CDC.2014.7040061