Citation
Tan, Wooi Haw and Cham, Chin Leei and Tan, Ai Hui (2020) Identification of a Parameter-Varying Mist Reactor for Cell Culture. IFAC-PapersOnLine, 53 (1). pp. 622-627. ISSN 2405-8963
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Official URL: https://www.sciencedirect.com/science/article/pii/...
Abstract
The identification of a multivariable mist reactor for cell culture is considered, for application in model predictive control. A unified identification framework for linear parameter-varying systems is proposed based on a combination of local and global approaches. The technique is able to achieve high model accuracy with low computational complexity. The model is applied in a model predictive controller to control the temperature and humidity of the reactor. It achieves an average of 40% and 28% improvement in the integral absolute error with respect to the linear approach and a competing parameter-varying approach, respectively.
Item Type: | Article |
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Uncontrolled Keywords: | Model predictive control |
Subjects: | T Technology > TJ Mechanical Engineering and Machinery > TJ212-225 Control engineering systems. Automatic machinery (General) |
Divisions: | Faculty of Engineering (FOE) |
Depositing User: | Ms Suzilawati Abu Samah |
Date Deposited: | 21 Oct 2021 04:16 |
Last Modified: | 21 Oct 2021 04:16 |
URII: | http://shdl.mmu.edu.my/id/eprint/8313 |
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