Reduced order models for diffusion systems using singular perturbations

Citation
B. Bhikkaji et T. Soderstrom, Reduced order models for diffusion systems using singular perturbations, ENERG BLDG, 33(8), 2001, pp. 769-781
Citations number
12
Categorie Soggetti
Environmental Engineering & Energy
Journal title
ENERGY AND BUILDINGS
ISSN journal
03787788 → ACNP
Volume
33
Issue
8
Year of publication
2001
Pages
769 - 781
Database
ISI
SICI code
0378-7788(200110)33:8<769:ROMFDS>2.0.ZU;2-C
Abstract
In this paper, we consider a special case of the one dimensional heat diffu sion across a homogeneous wall. This physical system is modeled by a linear partial differential equation, which can be thought of as an infinite dime nsional dynamic system. To simulate this physical system, one has to approx imate the underlying infinite order system by a finite order approximation. In this paper we first construct a simple and straight forward approximate finite order model for the true system. The proposed approximate models ma y require large model order to approximate the true system dynamics in the high frequency regions. To avoid the usage of higher order models, we use a scheme similar to singular perturbations to further reduce the model order . (C) 2001 Elsevier Science B.V. All rights reserved.