Publication:
Bioreactor shape optimisation. Modeling, simulation, and shape optimization of a simple bioreactor for water treatment

Loading...
Thumbnail Image
Full text at PDC
Publication Date
2011
Advisors (or tutors)
Journal Title
Journal ISSN
Volume Title
Publisher
Transvalor; Presses des Mines
Citations
Google Scholar
Research Projects
Organizational Units
Journal Issue
Abstract
In this paper, we focus on the modeling, simulation and shape optimization of a dispersive bio-reactor in which a substrate is degraded by a microbial ecosystem in an non homogeneous environment. Two different modeling approaches are used in order to obtain a low computational model to quickly evaluate the behavior of our bio-reactor. The first one is based on coupled spatial and time dependent EDPs. The second one, obtained by optimization, is based on two interconnected systems of ODEs with coefficient calibrated using the first PDE model. Preliminary results assuming a Monod kinetics are presented.
Dans cet article, nous étudions la conception optimale d'un réacteur biologique dans lequel un substrat est dégradé par un écosystème microbien dans un environnement non homogène. Dans le but d'obtenir un modèle entrée-sortie simple sous la forme d'un système d'EDOs mais prenant en compte le caractère non homogène du réacteur, un premier modèle de dimension infini est approximé par une interconnection de chemostats. Les résultats préliminaires en considérant une cinétique de Monod sont présentés.
Description
Keywords
Citation
L. Debiane, B. Ivorra, B. Mohammadi, F. Nicoud, A. Ern, T. Poinsot, H. Pitsch (2006) A low-complexity global optimization algorithm for temperature and pollution control in flames with complex chemistry. International Journal of Computational Fluid Dynamics, 20(2):93–98. L. Dumas, V. Herbert, F. Muyl. Hybrid method for aerodynamic shape optimization in automotive industry. Computers and Fluids, 33(5):849–858, 2004. D. Goldberg. Genetic algorithms in search, optimization and machine learning. Addison Wesley, 1989. Grivet J.-P., Nonlinear Population Dynamics in the Chemostat, Computing in Science and Engineering, 3, 2001, 48-55, IEEE Computer Society Harmand J., Rapaport A. Trofino A., Optimal design of interconnected bioreactors: New results , AIChE J., 49, 2003, 1433–1450, Wiley Subscription Services, Inc., A Wiley Company. Harmand J. Dochain D., The optimal design of two interconnected (bio)chemical reactors revisited , Computers & Chemical Engineering, 30, 1, 2005, 70 – 82. Hill G. A. Robinson C. W., Minimum tank volumes for CFST bioreactors in series , Can. J. Chem. Eng., 67, 1989, 818–824, Wiley Subscription Services, Inc., A Wiley Company. J. A. Infante, B. Ivorra, A.M. Ramos del Olmo, J. M. Rey. On the Modeling and Simulation of High Pressure Processes and Inactivation of Enzymes in Food Engineering. Mathematical Models and Methods in Applied Sciences, 19(12), 2203–2229 (2009). D. Isebe, P. Azerad, F. Bouchette, B. Ivorra, B. Mohammadi.Shape Optimization of Geotextile Tubes for Sandy Beach Protection. International Journal of Numerical Method in Engineering, 74(8): 1262–1277, 2008. B. Ivorra. Optimisation globale semi-deterministe et applications industrielles. ANRT-Grenoble. Reference: 06/MON2/0061, 2006. Ivorra B., Hertzog D. E., Mohammadi B. Santiago J. G., Semi-deterministic and genetic algorithms for global optimization of microfluidic protein-folding devices. , Int. J. Numer. Methods Eng., 66, 2, 2006, 319–333. B. Ivorra, B. Mohammadi, L. Dumas, O. Durand, P. Redont, Semi–deterministic vs. genetic algorithms for global optimization of multichannel optical filters, International Journal of Computational Science for Engineering, 2(3), 170–178 (2006). Ivorra B., A.M. Ramos, and B.Mohammadi. Semideterministic global optimization method: Application to a control problem of the burgers equation. Journal of Optimization Theory and Applications, 135(3):549-561, 2007. B. Ivorra, B. Mohammadi, A.M. Ramos, Optimization strategies in credit portfolio management. Journal Of Global Optimization, 43(2):415–427 (2009). Luyben K. C. A. M. Tramper J., Optimal design for continuous stirred tank reactors in series using Michaelis-Menten kinetics, Biotechnol. Bioeng., 24, 1982, 1217–1220, Wiley Subscription Services, Inc., A Wiley Company. Nelson M. Sidhu H., Evaluating the performance of a cascade of two bioreactors, Chemical Engineering Science, 61, 10, 2006, 3159–3166.