Robust parameter identification using parallel global optimization for a batch nonlinear enzyme-catalytic time-delayed process presenting metabolic discontinuities

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作者信息关键词期刊信息基础信息归属信息摘要

成果类型：

期刊论文

作者：

Yuan, Jinlong;Zhang, Yuduo;Ye, Jianxiong;Xie, Jun;Teo, Kok Lay;...

通讯作者：

Zhu, Xi

作者机构：

[Yin, Hongchao; Yuan, Jinlong] Dalian Univ Technol, Sch Energy & Power Engn, Dalian 116024, Liaoning, Peoples R China.

[Yuan, Jinlong; Feng, Enmin] Dalian Univ Technol, Sch Math Sci, Dalian 116024, Liaoning, Peoples R China.

[Xiu, Zhilong; Yuan, Jinlong] Dalian Univ Technol, Sch Life Sci & Biotechnol, Dalian 116024, Liaoning, Peoples R China.

[Zhang, Yuduo] Dalian Nationalities Univ, Coll Sci, Dalian 116600, Liaoning, Peoples R China.

[Ye, Jianxiong] Fujian Normal Univ, Sch Math & Comp Sci, Fuzhou 350007, Fujian, Peoples R China.

通讯机构：

[Zhu, Xi] T

Tianjin Univ Technol, Sch Management, Tianjin 300384, Peoples R China.

语种：

英文

关键词：

Nonlinear time-delayed switched system;Biological robustness;Parallel optimization;Batch culture;Convergence analysis

期刊：

Applied Mathematical Modelling

ISSN：

0307-904X

年：

2017

卷：

页码：

554-571

DOI：

10.1016/j.apm.2017.01.079

基金类别：

National Natural Science Foundation of China#&#&#11371164#&#&#DUT15LK25#&#&#11301051#&#&#11301081#&#&#11501574#&#&#11401073#&#&#DP140100289#&#&#201506060121#&#&#2014J05001 Fundamental Research Funds for the Central Universities#&#&#11371164#&#&#DUT15LK25#&#&#11301051#&#&#11301081#&#&#11501574#&#&#11401073#&#&#DP140100289#&#&#201506060121#&#&#2014J05001 National Youth Foundation of China#&#&#11371164#&#&#DUT15LK25#&#&#11301051#&#&#11301081#&#&#11501574#&#&#11401073#&#&#DP140100289#&#&#201506060121#&#&#2014J05001 Australian Research Council#&#&#11371164#&#&#DUT15LK25#&#&#11301051#&#&#11301081#&#&#11501574#&#&#11401073#&#&#DP140100289#&#&#201506060121#&#&#2014J05001 China Scholarship Council#&#&#11371164#&#&#DUT15LK25#&#&#11301051#&#&#11301081#&#&#11501574#&#&#11401073#&#&#DP140100289#&#&#201506060121#&#&#2014J05001 Natural Science Foundation of Fujian Province#&#&#11371164#&#&#DUT15LK25#&#&#11301051#&#&#11301081#&#&#11501574#&#&#11401073#&#&#DP140100289#&#&#201506060121#&#&#2014J05001

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院系归属：

数学与统计学院

摘要：

In this paper, a nonlinear enzyme-catalytic time-delayed switched dynamical system is considered to describe batch culture of glycerol bioconversion to 1,3-propanediol induced by Klebsiella pneumoniae. This system can not only predict the exponential growth phase but also the lag and the stationary growth phases of batch culture since it contains two switching times for representing the starting moment of lag growth phase and the time when the cell specified growth rate reaches the maximum. The biological robustness is expressed in terms of the...

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Robust parameter identification using parallel global optimization for a batch nonlinear enzyme-catalytic time-delayed process presenting metabolic discontinuities

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