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dc.contributor.authorLiu, Chongyang
dc.contributor.authorGong, Z.
dc.contributor.authorTeo, Kok Lay
dc.contributor.authorSun, Jie
dc.contributor.authorCaccetta, Louis
dc.date.accessioned2017-11-24T05:24:31Z
dc.date.available2017-11-24T05:24:31Z
dc.date.created2017-11-24T04:48:52Z
dc.date.issued2017
dc.identifier.citationLiu, C. and Gong, Z. and Teo, K.L. and Sun, J. and Caccetta, L. 2017. Robust multi-objective optimal switching control arising in 1,3-propanediol microbial fed-batch process. Nonlinear Analysis: Hybrid Systems. 25: pp. 1-20.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/58238
dc.identifier.doi10.1016/j.nahs.2017.01.006
dc.description.abstract

This paper considers optimal control of glycerol producing 1,3-propanediol (1,3-PD) via microbial fed-batch fermentation. The fed-batch process is formulated as a nonlinear switched time-delay system. In general, the time-delay in the fed-batch process cannot be exactly estimated. Our goal is to design an optimal switching control scheme to simultaneously maximize 1,3-PD productivity and 1,3-PD yield under time-delay uncertainty. Accordingly, we propose a robust multi-objective optimal switching control model, in which two objectives, i.e., 1,3-PD productivity and 1,3-PD yield, and their sensitivities with respect to uncertain time-delay are considered in the objective vector. The control variables in this problem are the feeding rate of glycerol, the switching instants and the terminal time of the process. By introducing an auxiliary dynamic system to calculate the objective sensitivities and performing a time-scaling transformation, we obtain an equivalent multi-objective optimal switching control problem in standard form. We then convert the equivalent multi-objective optimal control problem into a sequence of single-objective optimal switching control problems by using a modified normal boundary intersection method. A novel gradient-based single-objective solver combining control parameterization with constraint transcription technique is developed to solve these resulting single-objective optimal control problems. Finally, numerical results are provided to verify the effectiveness of the proposed solution approach.

dc.publisherElsevier
dc.titleRobust multi-objective optimal switching control arising in 1,3-propanediol microbial fed-batch process
dc.typeJournal Article
dcterms.source.volume25
dcterms.source.startPage1
dcterms.source.endPage20
dcterms.source.issn1751-570X
dcterms.source.titleNonlinear Analysis: Hybrid Systems
curtin.departmentDepartment of Mathematics and Statistics
curtin.accessStatusOpen access


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