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Modeling and Parameter Identification Involving 3-Hydroxypropionaldehyde Inhibitory Effects in Glycerol Continuous Fermentation
Joint Authors
Liu, Chongyang
Gong, Zhaohua
Yu, Yongsheng
Source
Mathematical Problems in Engineering
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-18, 18 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2012-11-14
Country of Publication
Egypt
No. of Pages
18
Main Subjects
Abstract EN
Mathematical modeling and parameter estimation are critical steps in the optimization of biotechnological processes.
In the 1,3-propanediol (1,3-PD) production by glycerol fermentation process under anaerobic conditions, 3-hydroxypropionaldehyde (3-HPA) accumulation would arouse an irreversible cessation of the fermentation process.
Considering 3-HPA inhibitions to cells growth and to activities of enzymes, we propose a novel mathematical model to describe glycerol continuous cultures.
Some properties of the above model are discussed.
On the basis of the concentrations of extracellular substances, a parameter identification model is established to determine the kinetic parameters in the presented system.
Through the penalty function technique combined with an extension of the state space method, an improved genetic algorithm is then constructed to solve the parameter identification model.
An illustrative numerical example shows the appropriateness of the proposed model and the validity of optimization algorithm.
Since it is difficult to measure the concentrations of intracellular substances, a quantitative robustness analysis method is given to infer whether the model is plausible for the intracellular substances.
Numerical results show that the proposed model is of good robustness.
American Psychological Association (APA)
Gong, Zhaohua& Liu, Chongyang& Yu, Yongsheng. 2012. Modeling and Parameter Identification Involving 3-Hydroxypropionaldehyde Inhibitory Effects in Glycerol Continuous Fermentation. Mathematical Problems in Engineering،Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-1001830
Modern Language Association (MLA)
Gong, Zhaohua…[et al.]. Modeling and Parameter Identification Involving 3-Hydroxypropionaldehyde Inhibitory Effects in Glycerol Continuous Fermentation. Mathematical Problems in Engineering No. 2012 (2012), pp.1-18.
https://search.emarefa.net/detail/BIM-1001830
American Medical Association (AMA)
Gong, Zhaohua& Liu, Chongyang& Yu, Yongsheng. Modeling and Parameter Identification Involving 3-Hydroxypropionaldehyde Inhibitory Effects in Glycerol Continuous Fermentation. Mathematical Problems in Engineering. 2012. Vol. 2012, no. 2012, pp.1-18.
https://search.emarefa.net/detail/BIM-1001830
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-1001830