Title :
On subspace balanced realization and model order reduction for nonlinear interconnected systems
Author_Institution :
Dept. of Aerosp. Engineeirng, Kyoto Univ., Kyoto, Japan
Abstract :
This paper is concerned with a nonlinear extension of the author´s former result on balanced realization and model order reduction for feedback interconnected systems. This paper proposes novel notions of subspace balanced realization, subspace singular values and subspace singular vectors. They characterize the balanced realization of a subsystem with respect to an input-output map of the whole feedback system. Balanced truncation based on the proposed subspace balanced realization gives us a reduced order subsystem in such a way that the reduced feedback system maintains its stability. It can be readily applicable to a controller reduction problem.
Keywords :
feedback; nonlinear control systems; reduced order systems; vectors; balanced truncation; controller reduction problem; feedback interconnected system; feedback system; model order reduction; nonlinear interconnected system; reduced order subsystem; subspace balanced realization notion; subspace singular value notion; subspace singular vectors notion; Asymptotic stability; Controllability; Equations; Observability; Observers; Stability analysis; Vectors;
Conference_Titel :
Decision and Control (CDC), 2012 IEEE 51st Annual Conference on
Conference_Location :
Maui, HI
Print_ISBN :
978-1-4673-2065-8
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2012.6426255