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个人信息Personal Information
教授
博士生导师
硕士生导师
性别:男
毕业院校:大连理工大学
学位:博士
所在单位:生物工程学院
学科:生物化工. 生物工程与技术
联系方式:zhlxiu@dlut.edu.cn
电子邮箱:zhlxiu@dlut.edu.cn
Modelling and optimal control for an impulsive dynamical system in microbial fed-batch culture
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论文类型:期刊论文
发表时间:2013-07-01
发表刊物:COMPUTATIONAL & APPLIED MATHEMATICS
收录刊物:SCIE
卷号:32
期号:2
页面范围:275-290
ISSN号:1807-0302
摘要:In this paper, we consider modelling and optimal control of a microbial fed-batch culture. A nonlinear impulsive dynamical system with variable impulsive instants and volumes of feeding glycerol and alkali is proposed to formulate the fed-batch culture of 1,3-propanediol (1,3-PD). To obtain as much 1,3-PD as possible, an optimal control model involving the proposed impulsive system and subject to continuous state inequality constraints is then presented, in which the 1,3-PD concentration at the terminal moment is taken as the cost function, and impulsive instants and volumes of feeding glycerol and alkali are taken as control variables. Subsequently, the existence of the optimal control is proved. A solution approach is developed to seek the optimal impulsive strategies of glycerol and alkali based on constraint transcription and smoothing approximation techniques. Numerical results show the concentration of 1,3-PD at the terminal moment is indeed increased considerably by employing the optimal impulsive strategy.