Title :
Convenient representations of structured systems for model order reduction
Author :
Sootla, Aivar ; Rantzer, Anders
Author_Institution :
Autom. Control, Lund Univ., Lund, Sweden
Abstract :
In control theory there exist two convenient representations of a model, which are transfer functions and state-space matrices. However, structure in the transfer functions is not clearly seen in the state-space form, and on the other hand structure in the state-space form is not clearly seen in the transfer functions. The main reason for this is that Laplace transformation destroys most types of structures. The goal of this paper was introducing such representations that clearly reflect structure in both frequency and time domain. Such representations are obtained by introducing auxiliary signals which define the interactions within the structure. The auxiliary signals lower level of abstraction of input-output mappings, thus providing an insight into physical properties of a system.
Keywords :
matrix algebra; reduced order systems; signal processing; state-space methods; transfer functions; auxiliary signals; control theory; frequency domain; input-output mappings; model order reduction; physical properties; state-space matrices; structured systems; time domain; transfer functions; Approximation methods; Equations; Mathematical model; Optimization; Reduced order systems; Stability analysis; Transfer functions; Interconnected systems; coprirne factorization; model order reduction; structured systems;
Conference_Titel :
American Control Conference (ACC), 2012
Conference_Location :
Montreal, QC
Print_ISBN :
978-1-4577-1095-7
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2012.6315485