Optimal Parameter Selection of Multistage Time-Delay Systems
Chongyang Liu and
Zhaohua Gong
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Chongyang Liu: Shandong Institute of Business and Technology
Zhaohua Gong: Shandong Institute of Business and Technology
Chapter Chapter 9 in Optimal Control of Switched Systems Arising in Fermentation Processes, 2014, pp 123-142 from Springer
Abstract:
Abstract In this chapter, we propose a multistage time-delay system to model the fed-batch fermentation. Then, due to the effect of time delay and the high number of the kinetic parameters in the system, parametric sensitivity analysis is used to determine the key parameters. On this basis, an optimal parameter selection model involving the multistage time-delay system is presented. A numerical algorithm is developed to seek the optimal key parameters. Numerical results show that the proposed multistage time-delay system can describe the fed-batch fermentation process reasonably.
Keywords: Particle Swarm Optimization; Fermentation Process; Sensitivity Function; Parametric Sensitivity Analysis; Ordinary Differential Equation Model (search for similar items in EconPapers)
Date: 2014
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Persistent link: https://EconPapers.repec.org/RePEc:spr:spochp:978-3-662-43793-3_9
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DOI: 10.1007/978-3-662-43793-3_9
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