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论文类型：期刊论文
发表时间：2013-11-01
发表刊物：INTERNATIONAL JOURNAL OF BIOMATHEMATICS
收录刊物：SCIE、Scopus
卷号：6
期号：6
ISSN号：1793-5245
关键字：Multistage dynamic system; microbial batch fermentation; parameter identification
摘要：Based on 1,3-propanediol production from batch fermentation of glycerol by Klebsiella pneumoniae, a multistage dynamic system and its parameter identification are discussed in this paper. The batch fermentation process is divided into three stages exhibiting different dynamic behaviors and characteristics, from which a corresponding nonlinear multistage dynamic system is built. We then propose a parameter identification optimization model whose objective function is the average relative error. The model is solved by particle swarm optimization weighted by inertia, and the result shows that the relative error of our proposed model is 2-10% smaller than those of existing models.