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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
Bilevel parameters identification for the multi-stage nonlinear impulsive system in microorganisms fed-batch cultures
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论文类型:期刊论文
发表时间:2008-07-01
发表刊物:NONLINEAR ANALYSIS-REAL WORLD APPLICATIONS
收录刊物:SCIE、EI
卷号:9
期号:3
页面范围:1068-1077
ISSN号:1468-1218
关键字:bilevel identification; multi-stage impulsive system; optimal algorithm; fed-batch cultures
摘要:Considering the abrupt jump of the substrate and different characters of the bacterial in the lag phase, the exponential phase and the stationary phase this paper proposes the multi-stage nonlinear impulsive system for the fed-batch fermentation from glycerol to 1,3-propanediol (1,3-PD) and establishes the bilevel identification system for its sensitive parameters. The properties of the solutions for the nonlinear multi-stage dynamical system are investigated and identifiability of the parameters is proved. Finally an optimal algorithm is constructed to obtain the optimal solution of the identification model and the numerical example is then discussed to illustrate the algorithm. (C) 2007 Elsevier Ltd. All rights reserved.