Modeling and control of a plastic film manufacturing web process
Hur, Sung-ho and Katebi, R. and Taylor, A. (2010) Modeling and control of a plastic film manufacturing web process. IEEE Transactions on Industrial Informatics, 7 (2). pp. 171-178. (https://doi.org/10.1109/TII.2010.2089060)
Full text not available in this repository.Request a copyAbstract
This paper is concerned with the modelling of aplastic film manufacturing process and the development and implementation of a model-based Cross-Directional (CD) controller. The model is derived from first-principles and some empirical relationships. The final validated nonlinear model could provide a useful off-line platform for developing control and monitoring algorithms.A new controller is designed which has a similar structureto that of Internal Model Control (IMC) with the addition ofan observer whose gain is designed to minimise process andmodel mis-match. The observer gain is obtained by solving amulti-objective optimisation problem through the application of a genetic algorithm. The controller is applied to the nonlinear model and simulation results are presented demonstrating improvements that can be achieved by the proposed controller over two existing CD controllers.
-
-
Item type: Article ID code: 27498 Dates: DateEvent28 October 2010PublishedNotes: DuPont Teijin Films U.K. Ltd., U.K. EPSRC Industrial CASE Award, and U.K. EPSRC Platform Grant (GR/R04683/01). Paper no. 10-04-0073 Subjects: Technology > Electrical engineering. Electronics Nuclear engineering Department: Faculty of Engineering > Electronic and Electrical Engineering Depositing user: Dr Reza Katebi Date deposited: 23 Sep 2010 15:28 Last modified: 08 Apr 2024 18:29 Related URLs: URI: https://strathprints.strath.ac.uk/id/eprint/27498