LAPSE:2023.2696
Published Article
LAPSE:2023.2696
Optimal Darwinian Selection of Microorganisms with Internal Storage
Walid Djema, Térence Bayen, Olivier Bernard
February 21, 2023
In this paper, we investigate the problem of species separation in minimal time. Droop model is considered to describe the evolution of two distinct populations of microorganisms that are in competition for the same resource in a photobioreactor. We focus on an optimal control problem (OCP) subject to a five-dimensional controlled system in which the control represents the dilution rate of the chemostat. The objective is to select the desired species in minimal-time and to synthesize an optimal feedback control. This is a very challenging issue, since we are are dealing with a ten-dimensional optimality system. We provide properties of optimal controls allowing the strain of interest to dominate the population. Our analysis is based on the Pontryagin Maximum Principle (PMP), along with a thorough study of singular arcs that is crucial in the synthesis of optimal controls. These theoretical results are also extensively illustrated and validated using a direct method in optimal control (via the Bocop software for numerically solving optimal control problems). The approach is illustrated with numerical examples with microalgae, reflecting the complexity of the optimal control structure and the richness of the dynamical behavior.
Keywords
chemostat, Droop model, microalgae, Modelling, nonlinear control, optimal control, photobioreactor, Pontryagin’s principle, singular control
Subject
Suggested Citation
Djema W, Bayen T, Bernard O. Optimal Darwinian Selection of Microorganisms with Internal Storage. (2023). LAPSE:2023.2696
Author Affiliations
Djema W: Inria, INRAE, Université Côte d’Azur, Sophia Antipolis, 06902 Valbonne, France; Biocore Team, CNRS, Sorbonne Université, 06230 Villefranche-sur-Mer, France [ORCID]
Bayen T: Laboratoire de Mathématiques d’Avignon (EA 2151), Avignon Université, 84018 Avignon, France
Bernard O: Inria, INRAE, Université Côte d’Azur, Sophia Antipolis, 06902 Valbonne, France; Biocore Team, CNRS, Sorbonne Université, 06230 Villefranche-sur-Mer, France; Laboratoire d’Océanographie de Villefranche (LOV), CNRS, Sorbonne University, IMEV, 06230 [ORCID]
Journal Name
Processes
Volume
10
Issue
3
First Page
461
Year
2022
Publication Date
2022-02-24
Published Version
ISSN
2227-9717
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Original Submission
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PII: pr10030461, Publication Type: Journal Article
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LAPSE:2023.2696
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doi:10.3390/pr10030461
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Feb 21, 2023
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