LAPSE:2020.0565v1
Published Article
LAPSE:2020.0565v1
Experimental Validation of a Cascade Control Strategy for Continuously Perfused Animal Cell Cultures
Thomas Abbate, Mihaela Sbarciog, Laurent Dewasme, Alain Vande Wouwer
June 10, 2020
This paper is dedicated to the experimental validation of a cascade control strategy for simultaneously regulating the glucose and biomass levels in continuously perfused HEK-293 cell cultures. The inner loop consists of a partial feedback linearization, which requires the estimation of the biomass specific growth rate and glucose uptake rate. This latter task is achieved by sliding mode observers, which do not require a priori process knowledge in the form of a process model. The linearized process is then regulated by the outer loop, including two classical PI controllers with autotuning. The four manipulated variables are a feed flow rate with low glucose concentration, another feed flow with a higher glucose content, a bleed flow, and a perfusion stream. The experimental results demonstrate the ability of the control strategy to reach and regulate the prescribed setpoints. The main advantage of the strategy is that it can be applied in a plug and play manner and shows satisfactory robustness. To the best of our knowledge, this is the first time that such a multivariable control strategy, together with sliding mode observers, is applied at the lab scale to an industrial process in the pharmaceutical sector.
Keywords
HEK cells, linearizing control, process control, sliding mode observer, state estimation
Suggested Citation
Abbate T, Sbarciog M, Dewasme L, Vande Wouwer A. Experimental Validation of a Cascade Control Strategy for Continuously Perfused Animal Cell Cultures. (2020). LAPSE:2020.0565v1
Author Affiliations
Abbate T: Automatic Control Laboratory, University of Mons, 7000 Mons, Belgium
Sbarciog M: Automatic Control Laboratory, University of Mons, 7000 Mons, Belgium
Dewasme L: Automatic Control Laboratory, University of Mons, 7000 Mons, Belgium [ORCID]
Vande Wouwer A: Automatic Control Laboratory, University of Mons, 7000 Mons, Belgium
Journal Name
Processes
Volume
8
Issue
4
Article Number
E413
Year
2020
Publication Date
2020-04-01
Published Version
ISSN
2227-9717
Version Comments
Original Submission
Other Meta
PII: pr8040413, Publication Type: Journal Article
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LAPSE:2020.0565v1
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doi:10.3390/pr8040413
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Jun 10, 2020
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CC BY 4.0
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[v1] (Original Submission)
Jun 10, 2020
 
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Jun 10, 2020
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Original Submitter
Calvin Tsay
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