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Model structure simplification of a biological reactor

Authors :
Gilles Mourot
Benoît Marx
Anca Maria Nagy
Georges Schutz
José Ragot
Ragot, José
Centre de Recherche en Automatique de Nancy (CRAN)
Université Henri Poincaré - Nancy 1 (UHP)-Institut National Polytechnique de Lorraine (INPL)-Centre National de la Recherche Scientifique (CNRS)
Laboratoire des Technologies Industrielles (LTI)
Centre de Recherche Public Henri-Tudor [Luxembourg] (CRP Henri-Tudor)
Mourot, Gilles
Laboratoire des Technologies Industrielles et Matériaux (LTI)
Source :
15th IFAC Symposium on System Identification, SYSID 2009, 15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. pp.CDROM, 16th IFAC Symposium on System Identification, SYSID'09, 16th IFAC Symposium on System Identification, SYSID'09, Jul 2009, Saint Malo, France. pp.CDROM
Publication Year :
2012
Publisher :
HAL CCSD, 2012.

Abstract

International audience; This article proposes an analytical method for decomposing a dynamic nonlinear system into a multiple model form in order to reduce its complexity and to study more easily identification, stability analysis and controller design problems. The majority of existing methods are order reduction based techniques, which come with an information loss of the initial system, whereas the method proposed here avoids this particular loss. The multiple model constitutes an efficient tool to represent nonlinear systems. These are decomposed into several linear time invariant systems (LTI) which are weighted and aggregated that allows to benefit from important analysis tools. This method is applied to a simplified activated sludge reactor model.

Details

Language :
English
Database :
OpenAIRE
Journal :
15th IFAC Symposium on System Identification, SYSID 2009, 15th IFAC Symposium on System Identification, SYSID 2009, Jul 2009, Saint-Malo, France. pp.CDROM, 16th IFAC Symposium on System Identification, SYSID'09, 16th IFAC Symposium on System Identification, SYSID'09, Jul 2009, Saint Malo, France. pp.CDROM
Accession number :
edsair.doi.dedup.....9a779c87dec85373cd3d870ebf5c45da