Linear parameter-varying control of a copolymerization reactor

S. Rahme, Hossam Abbas, N. Meskin, C. Hoffman, Roland Tóth, J. Mohammadpour

Research output: Contribution to journalConference articlepeer-review

79 Downloads (Pure)

Abstract

This paper demonstrates the application of the linear parameter-varying (LPV) framework to control a copolymerization reactor. An LPV model representation is first developed for a nonlinear model of the process. The LPV model complexity in terms of the model order and the number of scheduling variables is then reduced by truncating those system states that have insignificant direct influence on the input-output behavior of the system and do not directly appear in the output equations of the model. It is important to note that these truncated states are still preserved in the reduced model by affecting the scheduling parameters and hence enabling the representation of the input-output map. Using the derived model, a linear fractional transformation (LFT) based LPV controller synthesis approach is used to synthesize a controller for the process. Simulation based studies of the closed-loop behavior of the system regulated by the designed LPV controller demonstrate that the LPV controller solution outperforms a model predicative control designed previously for this system in terms of the achieved control performance and the online computational effort.
Original languageEnglish
Pages (from-to)200-206
JournalIFAC-PapersOnLine
Volume48
Issue number26
DOIs
Publication statusPublished - Oct 2015
Event1st IFAC Workshop on Linear Parameter Varying Systems (LPVS 2015), October 7-9, 2015, Grenoble, France - Grenoble, France
Duration: 7 Oct 20159 Oct 2015
http://www.ifac-control.org/events/linear-parameter-varying-systems-1st-lpvs-2015

Fingerprint Dive into the research topics of 'Linear parameter-varying control of a copolymerization reactor'. Together they form a unique fingerprint.

Cite this