EN
Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor
Abstract
This work presents several issues concerning the modelling, kinetic estimation and nonlinear control of a baker’s yeast process that takes place inside a fed-batch bioreactor (FBB). First, a nonlinear model of the bioprocess is presented taking into consideration two approaches: the classical modelling scheme and the bond graph method. Second, to reconstruct the missing on-line kinetic information, estimation strategies are proposed. Finally, by using the process dynamical model and the on-line estimation strategies, an adaptive control scheme is designed in order to maintain a certain level of ethanol concentration, regardless of uncertainties and disturbances. This objective is attained by designing an adaptive controller as a combination between a linearizing control law and a high-gain observer. Numerical simulations are provided to illustrate the behaviour of the proposed estimation and control techniques.
Keywords
References
- Bastin G. and Dochain D. On-line Estimation and Adaptive Control of Bioreactors, Elsevier, Amsterdam, 1990.
- Dochain D., Ed. Automatic Control of Bioprocesses, ISTE and John Wiley & Sons, London, 2008.
- Sonnleitner B. and Käppeli O. Growth of Saccharomyces cerevisiae is controlled by its limited respiratory capacity: Formulation and verification of a hypothesis, Biotechnology and Bioengineering, Vol. 28, No. 6, 1986, pp. 927-937.
- Ferreira E.C. Identification and adaptive control of biotechnological processes, PhD thesis, University of Porto, 1995.
- Ignatova M., Patarinska T., Ljubenova V., Bucha J., Bohm J. and Nedoma P. Adaptive stabilisation of ethanol production during the continuous fermentation of Saccharomyces cerevisiae, IEE Proc. Control Theory and Applications, Vol. 150, No. 6, 2003, pp. 666-672.
- Georgieva P., Ilchmann A. and Weiring M.F. Modelling and adaptive control of aerobic continuous stirred tank reactors, European Journal of Control, Vol. 7, No. 5, 2001, pp. 476-491.
- Karakuzu C., Türker M. and Öztürk S. Modelling, on-line state estimation and fuzzy control of production scale fed-batch baker's yeast fermentation, Control Engineering Practice, Vol. 14, 2006, pp. 959-974.
- Selişteanu D., Petre E., Roman M., Şendrescu D. Estimation of kinetic rates in a baker’s yeast fed-batch bioprocess by using nonlinear observers, IET Control Theory & Applications, Vol. 6, No. 2, 2012, pp. 243-253.
Details
Primary Language
English
Subjects
-
Journal Section
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Publication Date
December 4, 2015
Submission Date
October 30, 2015
Acceptance Date
-
Published in Issue
Year 2015 Volume: 3 Number: 4
APA
Selisteanu, D., Roman, M., Petre, E., & Sendrescu, D. (2015). Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor. International Journal of Applied Mathematics Electronics and Computers, 3(4), 237-243. https://doi.org/10.18100/ijamec.96711
AMA
1.Selisteanu D, Roman M, Petre E, Sendrescu D. Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor. International Journal of Applied Mathematics Electronics and Computers. 2015;3(4):237-243. doi:10.18100/ijamec.96711
Chicago
Selisteanu, Dan, Monica Roman, Emil Petre, and Dorin Sendrescu. 2015. “Modelling and Adaptive Control of a Yeast Fermentation Process Inside a Fed-Batch Bioreactor”. International Journal of Applied Mathematics Electronics and Computers 3 (4): 237-43. https://doi.org/10.18100/ijamec.96711.
EndNote
Selisteanu D, Roman M, Petre E, Sendrescu D (December 1, 2015) Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor. International Journal of Applied Mathematics Electronics and Computers 3 4 237–243.
IEEE
[1]D. Selisteanu, M. Roman, E. Petre, and D. Sendrescu, “Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor”, International Journal of Applied Mathematics Electronics and Computers, vol. 3, no. 4, pp. 237–243, Dec. 2015, doi: 10.18100/ijamec.96711.
ISNAD
Selisteanu, Dan - Roman, Monica - Petre, Emil - Sendrescu, Dorin. “Modelling and Adaptive Control of a Yeast Fermentation Process Inside a Fed-Batch Bioreactor”. International Journal of Applied Mathematics Electronics and Computers 3/4 (December 1, 2015): 237-243. https://doi.org/10.18100/ijamec.96711.
JAMA
1.Selisteanu D, Roman M, Petre E, Sendrescu D. Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor. International Journal of Applied Mathematics Electronics and Computers. 2015;3:237–243.
MLA
Selisteanu, Dan, et al. “Modelling and Adaptive Control of a Yeast Fermentation Process Inside a Fed-Batch Bioreactor”. International Journal of Applied Mathematics Electronics and Computers, vol. 3, no. 4, Dec. 2015, pp. 237-43, doi:10.18100/ijamec.96711.
Vancouver
1.Dan Selisteanu, Monica Roman, Emil Petre, Dorin Sendrescu. Modelling and Adaptive Control of a Yeast Fermentation Process inside a Fed-batch Bioreactor. International Journal of Applied Mathematics Electronics and Computers. 2015 Dec. 1;3(4):237-43. doi:10.18100/ijamec.96711