Title :
A projection approach for model reduction of large-scale time-delay systems, with application to a boundary controlled PDE
Author :
Michiels, Wim ; Jarlebring, Elias ; Meerbergen, Karl
Author_Institution :
Dept. of Comput. Sci., Katholieke Univ. Leuven, Leuven, Belgium
Abstract :
We present a model order reduction method which allows the construction of a reduced, delay free model of a given dimension for linear time-delay systems. The method builds on the equivalent representation of the time-delay system as an infinite-dimensional linear problem. It combines ideas from a finite-dimensional approximation via a spectral discretization on the one hand, and a Krylov-Padé model reduction approach on the other hand. The method exhibits a good spectral approximation of the original model, in the sense that the smallest characteristic roots are well approximated and the non-converged eigenvalues of the reduced model have a favorable location, and it preserves moments at zero and at infinity. The model reduction approach is illustrated by means of a PDE model for a heated rod with delay in the boundary control.
Keywords :
approximation theory; delays; eigenvalues and eigenfunctions; partial differential equations; Krylov-Padé model reduction approach; boundary controlled PDE; delay free model; equivalent representation; finite-dimensional approximation; infinite-dimensional linear problem; large-scale time-delay systems; linear time-delay systems; nonconverged eigenvalues; order reduction method; projection approach; spectral approximation; spectral discretization; Chebyshev approximation; Eigenvalues and eigenfunctions; Polynomials; Reduced order systems; Transfer functions; Vectors;
Conference_Titel :
Decision and Control and European Control Conference (CDC-ECC), 2011 50th IEEE Conference on
Conference_Location :
Orlando, FL
Print_ISBN :
978-1-61284-800-6
Electronic_ISBN :
0743-1546
DOI :
10.1109/CDC.2011.6160625