Minimal time control of fed-batch bioreactor with product inhibition

This paper is devoted to the minimal time control problem for fed-batch bioreactors, in presence of an inhibitory product, which is released by the biomass proportionally to its growth. We first consider a growth rate with substrate saturation and product inhibition, and we prove that the optimal strategy is fill and wait (bang-bang). We then investigate the case of the Jin growth rate which takes into account substrate and product inhibition. For this type of growth function, we can prove the existence of singular arc paths defining singular strategies. Several configurations are addressed depending on the parameter set. For each case, we provide an optimal feedback control of the problem (of type bang-bang or bang-singular-bang). These results are obtained gathering the initial system into a planar one by using conservation laws. Thanks to Pontryagin maximum principle, Green’s theorem, and properties of the switching function, we obtain the optimal synthesis. A methodology is also proposed in order to implement the optimal feeding strategies.

[1]  H. Robbins A generalized legendre-clebsch condition for the singular cases of optimal control , 1967 .

[2]  Shaw-Shyan Wang,et al.  Steady state analysis of the enhancement in ethanol productivity of a continuous fermentation process employing a protein-phospholipid complex as a protecting agent , 1981 .

[3]  Chongyang Liu,et al.  Optimal control for nonlinear dynamical system of microbial fed-batch culture , 2009, J. Comput. Appl. Math..

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

[5]  J Hong,et al.  Optimal substrate feeding policy for a fed batch fermentation with substrate and product inhibition kinetics , 1986, Biotechnology and bioengineering.

[6]  Denis Dochain,et al.  Minimal Time Control of Fed-Batch Processes With Growth Functions Having Several Maxima , 2011, IEEE Transactions on Automatic Control.

[7]  Lamberto Cesari,et al.  Optimization-Theory And Applications , 1983 .

[8]  Pedro Gajardo,et al.  Optimal Synthesis for the Minimum Time Control Problems of Fed-Batch Bioprocesses for Growth Functions with Two Maxima , 2013, J. Optim. Theory Appl..

[9]  M. L. Chambers The Mathematical Theory of Optimal Processes , 1965 .

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

[11]  Paul Waltman,et al.  The Theory of the Chemostat: Dynamics of Microbial Competition , 1995 .

[12]  Denis Dochain,et al.  Minimal time control of fed-batch processes for growth functions with several maxima , 2010 .

[13]  Angelo Miele APPLICATION OF GREEN'S THEOREM TO THE EXTREMIZATION OF LINEAR INTEGRALS , 1961 .

[14]  Pauline M. Doran,et al.  Bioprocess Engineering Principles , 1995 .

[15]  Germán Buitrón,et al.  Event‐driven time‐optimal control for a class of discontinuous bioreactors , 2006, Biotechnology and bioengineering.

[16]  Alain Rapaport,et al.  Minimal Time Sequential Batch Reactors with Bounded and Impulse Controls for One or More Species , 2008, SIAM J. Control. Optim..

[17]  Jean-Baptiste Caillau,et al.  Second order optimality conditions in the smooth case and applications in optimal control , 2007 .

[18]  Sunwon Park,et al.  Control of fed-batch fermentations. , 1999, Biotechnology advances.

[19]  E O Powell,et al.  Theory of the chemostat. , 1965, Laboratory practice.

[20]  D. E. Contois Kinetics of bacterial growth: relationship between population density and specific growth rate of continuous cultures. , 1959, Journal of general microbiology.

[21]  H. Kelley A Transformation Approach to Singular Subarcs in Optimal Trajectory and Control Problems , 1964 .

[22]  M. Guay,et al.  On-line optimization of fedbatch bioreactors by adaptive extremum seeking control , 2011 .

[23]  J. Ball OPTIMIZATION—THEORY AND APPLICATIONS Problems with Ordinary Differential Equations (Applications of Mathematics, 17) , 1984 .

[24]  Jaime A. Moreno Optimal time control of bioreactors for the wastewater treatment , 1999 .

[25]  John F. Andrews,et al.  A mathematical model for the continuous culture of microorganisms utilizing inhibitory substrates , 1968 .