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Design of a Robust Lipschitz Observer - Application to monitoring of culture of micro-algae Scenesdesmus obliquus
Feudjio Letchindjio, Christian; Bogaerts, Philippe; Deschênes, Jean-Sébastien et al.
2016
 

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Abstract :
[en] In this study, the application of Lipschitz observers to the monitoring of cultures of micro-algae in photo-bioreactors is investigated. To design the observer, the dynamic model has to be structured into an observable linear part and a nonlinear Lipschitz part. A systematic method is proposed for the definition of the linear part, so as to ensure that it is stable and observable. The observer is tested in a real-life application, namely cultures of micro-algae Scenesdesmus obliquus, where the internal quota has to be estimated from either biomass measurements only or biomass and medium substrate concentrations. The Lipschitz observer shows robust performance, as compared to the extended Kalman filter.
Research center :
BIOSYS - Biosys
Disciplines :
Electrical & electronics engineering
Biotechnology
Author, co-author :
Feudjio Letchindjio, Christian ;  Université de Mons > Faculté Polytechnique > Systèmes, Estimation, Commande et Optimisation
Bogaerts, Philippe
Deschênes, Jean-Sébastien
Vande Wouwer, Alain  ;  Université de Mons > Faculté Polytechnique > Service Systèmes, Estimation, Commande et Optimisation
Language :
English
Title :
Design of a Robust Lipschitz Observer - Application to monitoring of culture of micro-algae Scenesdesmus obliquus
Publication date :
06 June 2016
Event name :
11th IFAC Symposium on Dynamics and Control of Process Systems, including Biosystems (DYCOPS-CAB 2016)
Event place :
Trondheim, Norway
Event date :
2016
Research unit :
F107 - Systèmes, Estimation, Commande et Optimisation
Research institute :
R100 - Institut des Biosciences
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since 13 January 2017

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