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Identifiability Analysis of a Liquid-Liquid Phase-Transfer Catalyzed Reaction System

Authors :
Amos Ben-Zvi
P. James McLellan
Kim B. McAuley
Source :
IFAC Proceedings Volumes. 37:29-34
Publication Year :
2004
Publisher :
Elsevier BV, 2004.

Abstract

Identifiability is a structural property of mathematical models. A model is identifiable if the model parameters can be uniquely identified from input-output behaviour. This work focuses on the application of a novel methodology for testing differential algebraic equation systems for identifiability. In this work, a non-linear, differential algebraic model of a liquid-liquid phase-transfer reactor is tested for identifiability using a linearization-based approach. This approach is shown to be useful for the testing of identifiability even for inherently non-linear models. Furthermore, this approach allows the effect of system parameters on the non-linear system to be qualitatively analyzed.

Details

ISSN :
14746670
Volume :
37
Database :
OpenAIRE
Journal :
IFAC Proceedings Volumes
Accession number :
edsair.doi...........3ac7de127cd6daa1b9b81fdb03cc02bb