Interval observer-based estimator of specific growth rate in bioreactors

Francis Mairet 1 Marcello Moisan 2 Olivier Bernard 1
1 COMORE - Modeling and control of renewable resources
LOV - Laboratoire d'océanographie de Villefranche, CRISAM - Inria Sophia Antipolis - Méditerranée
Abstract : This paper proposes a new interval observer aiming at the estimation of the specific growth rate in a bioreactor. The observer is based on a high gain bounded error observer, which is able to estimate the unknown input. This observer is useful when an accurate model and noise-free measurements are available. An interval observer can be derived from this high gain observer, guarantying bounds on the prediction error. This observer is then applied when reaction rate is considered as an unknown input. We nevertheless use the knowledge of the (uncertain) growth rate to bound the growth rate derivative using the available state interval. Then, we run in parallel various observers and we take the best estimates. The method is applied to the specific growth rate estimation of a simple bioreactor model.
Type de document :
Article dans une revue
Journal Européen des Systèmes Automatisés (JESA), Lavoisier, 2010, 44 (4-5), pp.493-507. 〈10.3166/jesa.44.493-507〉
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https://hal.inria.fr/hal-00847295
Contributeur : Jean-Luc Gouzé <>
Soumis le : mardi 23 juillet 2013 - 11:23:05
Dernière modification le : mardi 11 décembre 2018 - 01:21:22

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Francis Mairet, Marcello Moisan, Olivier Bernard. Interval observer-based estimator of specific growth rate in bioreactors. Journal Européen des Systèmes Automatisés (JESA), Lavoisier, 2010, 44 (4-5), pp.493-507. 〈10.3166/jesa.44.493-507〉. 〈hal-00847295〉

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