Model Predictive Control of Glucose Feeding for Fed-batch Candida utilis Biomass Production

被引:0
|
作者
Guo Qingqiang [1 ,2 ]
Liu Guoli [1 ,3 ]
Dong Nannan [1 ,4 ]
Li Qiqiang [2 ]
Lin Jianqun [1 ]
Lin Jianqiang [1 ]
机构
[1] Shandong Univ, State Key Lab Microbial Technol, Jinan 250100, Peoples R China
[2] Shandong Univ, Sch Control Sci & Engn, Jinan 250061, Peoples R China
[3] Liaoning Acad Agr Sci, Res Ctr Microbial Engn, Shenyang 110161, Peoples R China
[4] Tsingtao Brewery Jinan Co Ltd, Jinan 250104, Peoples R China
来源
RESEARCH JOURNAL OF BIOTECHNOLOGY | 2013年 / 8卷 / 07期
关键词
Fermentation; model predictive control; mathematical model; on-line monitoring; Candida utilis; LACTIC-ACID; FERMENTATION; OPTIMIZATION; CELLS;
D O I
暂无
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
In this work model predictive control (MPC) is used for control of glucose feeding rate of fed-batch culture for production of Candida utilis cell mass. A two layer hierarchical control system with the upper level for supervision and lower level for conventional control is designed which realizes automatic control, storage and refresh of kinetic model, data collection and on-line monitoring, data analysis and processing. The model stored in supervision computer is refreshed using genetic algorithm (GA) when the predictive error is over the limit. The results show that this method can control glucose concentration well and increase cell mass production effectively.
引用
收藏
页码:3 / 7
页数:5
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