Maynooth University

Maynooth University ePrints and eTheses Archive

Maynooth University Library

A Robust Multi-Model Predictive Controller for Distributed Parameter Systems

García, Míriam R. and Vilas, Carlos and Santos, Lino O. and Alonso, Antonio A. (2012) A Robust Multi-Model Predictive Controller for Distributed Parameter Systems. Journal of Process Control, 22 (1). pp. 60-71. ISSN 0959-1524

[img] Download (698kB)

Abstract

In this work a robust nonlinear model predictive controller for nonlinear convection-diusion-reaction systems is presented. The controller makes use of a collection of reduced order approximations of the plant (models) reconstructed on-line by projection methods on POD (Proper Orthogonal Decomposition) basis functions. The model selection and model update step is based on a sucient condition that determines the maximum allowable process-model mismatch to guarantee stable control performance despite process uncertainty and disturbances. Proofs on the existence of a sequence of feasible approximations and control stability are given. Since plant approximations are built on-line based on actual measurements the proposed controller can be interpreted as a multi-model nonlinear predictive control (MMPC). The performance of the MMPC strategy is illustrated by simulation experiments on a problem that involves reactant concentration control of a tubular reactor with recycle.

Item Type: Article
Additional Information: Preprint version of original published article. The definitive version of this article is available from http://www.sciencedirect.com/ at DOI: http://dx.doi.org/10.1016/j.jprocont.2011.10.008
Keywords: Plant Model Mismatch; Proper Orthogonal Decomposition; Controller Stability; Projection methods;
Subjects: Science & Engineering > Hamilton Institute
Item ID: 3623
Depositing User: Miriam Garcia
Date Deposited: 01 May 2012 15:30
Journal or Publication Title: Journal of Process Control
Publisher: Elsevier
Refereed: No
URI:

Repository Staff Only(login required)

View Item Item control page

Document Downloads

More statistics for this item...