Fermentation Process Modeling with Levenberg-Marquardt Algorithm and Runge-Kutta Method on Ethanol Production by Saccharomyces cerevisiae

Joint Authors

Jiang, Lihua
Lin, Chi-Chung
Zhang, Hong-Tao
Liu, Dengfeng
Xu, Bao-guo
Xu, Ling
Xiong, Weili

Source

Mathematical Problems in Engineering

Issue

Vol. 2014, Issue 2014 (31 Dec. 2014), pp.1-10, 10 p.

Publisher

Hindawi Publishing Corporation

Publication Date

2014-06-19

Country of Publication

Egypt

No. of Pages

10

Main Subjects

Civil Engineering

Abstract EN

The core of the Chinese rice wine making is a typical simultaneous saccharification and fermentation (SSF) process.

In order to control and optimize the SSF process of Chinese rice wine brewing, it is necessary to construct kinetic model and study the influence of temperature on the Chinese rice wine brewing process.

An unstructured kinetic model containing 12 kinetics parameters was developed and used to describe the changing of kinetic parameters in Chinese rice wine fermentation at 22, 26, and 30°C.

The effects of substrate and product inhibitions were included in the model, and four variable, including biomass, ethanol, sugar and substrate were considered.

The R-square values for the model are all above 0.95 revealing that the model prediction values could match experimental data very well.

Our model conceivably contributes significantly to the improvement of the industrial process for the production of Chinese rice wine.

American Psychological Association (APA)

Liu, Dengfeng& Xu, Ling& Xiong, Weili& Zhang, Hong-Tao& Lin, Chi-Chung& Jiang, Lihua…[et al.]. 2014. Fermentation Process Modeling with Levenberg-Marquardt Algorithm and Runge-Kutta Method on Ethanol Production by Saccharomyces cerevisiae. Mathematical Problems in Engineering،Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1044149

Modern Language Association (MLA)

Liu, Dengfeng…[et al.]. Fermentation Process Modeling with Levenberg-Marquardt Algorithm and Runge-Kutta Method on Ethanol Production by Saccharomyces cerevisiae. Mathematical Problems in Engineering No. 2014 (2014), pp.1-10.
https://search.emarefa.net/detail/BIM-1044149

American Medical Association (AMA)

Liu, Dengfeng& Xu, Ling& Xiong, Weili& Zhang, Hong-Tao& Lin, Chi-Chung& Jiang, Lihua…[et al.]. Fermentation Process Modeling with Levenberg-Marquardt Algorithm and Runge-Kutta Method on Ethanol Production by Saccharomyces cerevisiae. Mathematical Problems in Engineering. 2014. Vol. 2014, no. 2014, pp.1-10.
https://search.emarefa.net/detail/BIM-1044149

Data Type

Journal Articles

Language

English

Notes

Includes bibliographical references

Record ID

BIM-1044149