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Model-based versus model-free control designs for improving microalgae growth in a closed photobioreactor: Some preliminary comparisons

Sihem Tebbani 1, 2 Mariana Titica 3 Cédric Join 4, 5, 6 Michel Fliess 6, 7 Didier Dumur 2, 1
1 L2S - Laboratoire des signaux et systèmes
2 E3S - Supélec Sciences des Systèmes
3 GEPEA-BAM - Bioprocédés Appliqués aux Microalgues
GEPEA - Laboratoire de génie des procédés - environnement - agroalimentaire
4 NON-A - Non-Asymptotic estimation for online systems
Inria Lille - Nord Europe, CRIStAL - Centre de Recherche en Informatique, Signal et Automatique de Lille - UMR 9189
5 CRAN - Centre de Recherche en Automatique de Nancy
6 AL.I.E.N. - ALgèbre pour Identification & Estimation Numériques
7 LIX - Laboratoire d'informatique de l'École polytechnique [Palaiseau]
Abstract : Controlling microalgae cultivation, i.e., a crucial industrial topic today, is a challenging task since the corresponding modeling is complex, highly uncertain and time-varying. A model-free control setting is therefore introduced in order to ensure a high growth of microalgae in a continuous closed photobioreactor. Computer simulations are displayed in order to compare this design to an input-output feedback linearizing control strategy, which is widely used in the academic literature on photobioreactors. They assess the superiority of the model-free standpoint both in terms of performances and implementation simplicity.
Keywords : intelligent proportional controller input-output feedback linearizing controller model-free control microalgae photobioreactor
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Last modification on : Monday, December 14, 2020 - 12:38:07 PM
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CNRS | X | CRAN | TDS-MACS | LIX | INSMI | L2S | SUP_LSS | UNIV-LORRAINE | X-LIX | INRIA | CENTRALESUPELEC | SUP_SYSTEMES | UNAM | UNIV-NANTES | GEPEA | CRISTAL | X-DEP-INFO | UNIV-LILLE | INSTITUT-TELECOM

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Sihem Tebbani, Mariana Titica, Cédric Join, Michel Fliess, Didier Dumur. Model-based versus model-free control designs for improving microalgae growth in a closed photobioreactor: Some preliminary comparisons. 24th Mediterranean Conference on Control and Automation, MED 2016, Jun 2016, Athènes, Greece. ⟨10.1109/med.2016.7535870⟩. ⟨hal-01312251v2⟩

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