Title :
Krylov Subspace Methods for Linear Infinite-Dimensional Systems
Author :
Harkort, Christian ; Deutscher, Joachim
Author_Institution :
Dept. of Autom. Control, Univ. of Erlangen-Nuremberg, Erlangen, Germany
Abstract :
The well-known Krylov subspace methods for model order reduction of large-scale lumped parameter systems are generalized such that they can be applied directly to a large class of linear infinite-dimensional systems including distributed parameter systems as well as delay systems. The proposed approach allows to derive finite-dimensional approximations of these infinite-dimensional systems without recourse to a large-scale lumped parameter approximation. The resulting finite-dimensional model has the usual property that prescribed moments of its transfer function coincide with the moments of the infinite-dimensional system. As in the finite-dimensional case the approach allows for a numerical efficient implementation. The results of the article are demonstrated by means of a simple example.
Keywords :
delay systems; distributed parameter systems; large-scale systems; linear systems; multidimensional systems; Krylov subspace method; delay; distributed parameter system; large scale lumped parameter system; linear infinite dimensional system; Krylov subspaces; linear infinite-dimensional systems; model order reduction;
Journal_Title :
Automatic Control, IEEE Transactions on
DOI :
10.1109/TAC.2010.2090063