title: Nonlinear predictive control for maximization of CO₂ bio-fixation by microalgae in a photobioreactor.
abstract: In the framework of environment preservation, microalgae biotechnology appears as a promising alternative for CO₂ mitigation. Advanced control strategies can be further developed to maximize biomass productivity, by maintaining these microorganisms in bioreactors at optimal operating conditions. This article proposes the implementation of Nonlinear Predictive Control combined with an on-line estimation of the biomass concentration, using dissolved carbon dioxide concentration measurements. First, optimal culture conditions are determined so that biomass productivity is maximized. To cope with the lack of on-line biomass concentration measurements, an interval observer for biomass concentration estimation is built and described. This estimator provides a stable accurate interval for the state trajectory and is further included in a nonlinear model predictive control framework that regulates the biomass concentration at its optimal value. The proposed methodology is applied to cultures of the microalgae Chlorella vulgaris in a laboratory-scale continuous photobioreactor. Performance and robustness of the proposed control strategy are assessed through experimental results.
authors.affiliation: Control Department, SUPELEC, Systems Sciences (E3S), 91192, Gif sur Yvette cedex, France, sihem.tebbani@supelec.fr.
authors.forename: Sihem
authors.initials: S
authors.lastname: Tebbani
authors.forename: Filipa
authors.initials: F
authors.lastname: Lopes
authors.forename: Rayen
authors.initials: R
authors.lastname: Filali
authors.forename: Didier
authors.initials: D
authors.lastname: Dumur
authors.forename: Dominique
authors.initials: D
authors.lastname: Pareau
mesh_terms: D000465:Algorithms; D018533:Biomass; D001709:Biotechnology; D002245:Carbon Dioxide / Q000737:chemistry*; D018929:Cell Culture Techniques; D048408:Chlorella vulgaris / Q000378:metabolism; D004867:Equipment Design; D006863:Hydrogen-Ion Concentration; D058086:Microalgae / Q000378:metabolism*; D008962:Models, Theoretical; D058433:Photobioreactors; D013997:Time Factors
chemical_list: D002245:Carbon Dioxide