Optimal strategies for biomass productivity maximization in a photobioreactor using natural light

We address the question of the optimization of the microalgal biomass long term productivity in the framework of production in photobioreactors under the influence of day/night cycles. For that, we propose a simple bioreactor model accounting for light attenuation in the reactor due to biomass density and we obtain the control law that optimizes productivity over a single day through the application of Pontryagin's maximum principle. The dilution rate is the main control, the input concentration being only used as the secondary control to maintain the substrate concentration high. An important constraint on the obtained solution is that the biomass in the reactor should be at the same level at the beginning and at the end of the day so that the same control can be applied everyday and optimizes some form of long term productivity. Several scenarios are possible depending on the microalgae's strain parameters and the maximal admissible value of the dilution rate: bang-bang or bang-singular-bang control or, if the growth rate of the algae is very strong in the presence of light, constant maximal dilution. A bifurcation diagram is presented to illustrate for which values of the parameters these different behaviors occur. Finally, a simple sub-optimal bang-bang strategy is proposed that numerically achieves productivity levels that almost match those of the optimal strategy.

[1]  P. Spolaore,et al.  Commercial applications of microalgae. , 2006, Journal of bioscience and bioengineering.

[2]  S. Lippemeier,et al.  A photobioreactor system for computer controlled cultivation of microalgae , 2005, Journal of Applied Phycology.

[3]  Frédéric Grognard,et al.  Microalgal Biomass Surface Productivity Optimization Based on a Photobioreactor Model , 2010 .

[4]  James B. Rawlings,et al.  Tutorial overview of model predictive control , 2000 .

[5]  Lansun Chen,et al.  Optimal harvesting policies for periodic Gompertz systems , 2007 .

[6]  K C Chen,et al.  On‐line optimal control for fed‐batch culture of baker's yeast production , 1985, Biotechnology and bioengineering.

[7]  Didier Dumur,et al.  Nonlinear predictive control for continuous microalgae cultivation process in a photobioreactor , 2008, 2008 10th International Conference on Control, Automation, Robotics and Vision.

[8]  Y. Chisti Biodiesel from microalgae. , 2007, Biotechnology advances.

[9]  Frédéric Grognard,et al.  Optimization of a photobioreactor biomass production using natural light , 2010, 49th IEEE Conference on Decision and Control (CDC).

[10]  J. Grobbelaar,et al.  Respiration losses in planktonic green algae cultivated in raceway ponds , 1985 .

[11]  In Soo Suh,et al.  Photobioreactor engineering: Design and performance , 2003 .

[12]  Colin W. Clark,et al.  Mathematical Bioeconomics: The Optimal Management of Renewable Resources. , 1993 .

[13]  L. S. Pontryagin,et al.  Mathematical Theory of Optimal Processes , 1962 .

[14]  Elmer G. Gilbert Optimal Periodic Control: A General Theory of Necessary Conditions , 1977 .

[15]  F.-S. Wang,et al.  Optimal feed policy for fed-batch fermentation of ethanol production by Zymomous mobilis , 1997 .

[16]  O. Bernard Hurdles and challenges for modelling and control of microalgae for CO2 mitigation and biofuel production , 2011 .

[17]  B. Tartakovsky,et al.  Optimal Control of Fed‐Batch Fermentation with Autoinduction of Metabolite Production , 1995 .

[18]  F. Grognard,et al.  Periodic optimal control for biomass productivity maximization in a photobioreactor using natural light , 2012, 1204.2906.

[19]  Ilse Smets,et al.  Optimal adaptive control of (bio)chemical reactors: past, present and future , 2004 .

[20]  James P. Hoffmann,et al.  WASTEWATER TREATMENT WITH SUSPENDED AND NONSUSPENDED ALGAE , 1998 .

[21]  J. Huisman,et al.  Principles of the light-limited chemostat: theory and ecological applications , 2002, Antonie van Leeuwenhoek.

[22]  Michael A. Borowitzka,et al.  Micro-algal biotechnology. , 1988 .

[23]  M. Huntley,et al.  CO2 Mitigation and Renewable Oil from Photosynthetic Microbes: A New Appraisal , 2007 .

[24]  M. R. Droop,et al.  Vitamin B12 and Marine Ecology. IV. The Kinetics of Uptake, Growth and Inhibition in Monochrysis Lutheri , 1968, Journal of the Marine Biological Association of the United Kingdom.

[25]  J. Monod,et al.  Recherches sur la croissance des cultures bactériennes , 1942 .

[26]  H. Sussmann,et al.  A maximum principle for hybrid optimal control problems , 1999, Proceedings of the 38th IEEE Conference on Decision and Control (Cat. No.99CH36304).

[27]  S. Rinaldi,et al.  Status of periodic optimization of dynamical systems , 1974 .