Title :
Model reduction via matrix pencil approach
Author :
Beke, Herbert W. ; Boley, Daniel
Author_Institution :
Dept. of Electr. Eng., Minnesota Univ., Minneapolis, MN, USA
fDate :
29 June-1 July 1994
Abstract :
In this paper, we present a novel way of model reduction based on matrix pencil theory. Using only orthogonal transformations on state space models, we construct an approximation to the smallest perturbation to the coefficients that yields a lower order system. We derive some bounds on the stability of the resulting lower order system. We illustrate our method with an example arising from large flexible space structures.
Keywords :
matrix algebra; reduced order systems; stability criteria; state-space methods; large flexible space structures; matrix pencil theory; model reduction; orthogonal transformations; stability bounds; state-space models; Analytical models; Eigenvalues and eigenfunctions; Linear approximation; Linear systems; Matrix decomposition; Reduced order systems; Stability; State-space methods; Transfer functions; Upper bound;
Conference_Titel :
American Control Conference, 1994
Print_ISBN :
0-7803-1783-1
DOI :
10.1109/ACC.1994.752402