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Ethanol regulation in yeast fed-batch cultures by stabilizing extremum seeking
Dewasme, Laurent; Vande wouwer, Alain
2024In IFAC-PapersOnLine
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Keywords :
Data-driven control; stabilization; extremum seeking; averaging; switching system
Abstract :
[en] In this study, an original model-free stabilizing extremum seeking (STAB-ESC) strategy is applied to optimize yeast fed-batch culture productivity. To this end, the ethanol concentration is tracked at a low level, to approach the yeast growth optimal conditions. Overflow metabolism effects, resulting from the cell's limited respiratory capacity, are considered using a macroscopic model with discontinuous kinetics. The detrimental impact of input saturation on the proposed STAB-ESC stability is overcome using a state-dependent switching control strategy. The resulting methodology is illustrated with numerical results where the robustness of the controller to measurement noise is also highlighted.
Disciplines :
Electrical & electronics engineering
Biotechnology
Author, co-author :
Dewasme, Laurent  ;  Université de Mons - UMONS > Faculté Polytechnique > Service Systèmes, Estimation, Commande et Optimisation
Vande wouwer, Alain  ;  Université de Mons - UMONS > Faculté Polytechnique > Service Systèmes, Estimation, Commande et Optimisation
Language :
English
Title :
Ethanol regulation in yeast fed-batch cultures by stabilizing extremum seeking
Publication date :
September 2024
Event name :
4th IFAC Conference of Modelling, Identification and Control of Nonlinear Systems MICNON 2024
Event date :
4-6 September 2024
Audience :
International
Journal title :
IFAC-PapersOnLine
ISSN :
2405-8971
eISSN :
2405-8963
Publisher :
Elsevier, Kidlington, United Kingdom
Peer review/Selection committee :
Peer Reviewed verified by ORBi
Research unit :
F107 - Systèmes, Estimation, Commande et Optimisation
Research institute :
R100 - Institut des Biosciences
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since 09 September 2024

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