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Khadir, Mohamed Tarek and Ringwood, John (2003) Application of Generalised Predictive Control to a Milk Pasteurisation Process. In: IASTED Conference On Intelligent Systems and Control, 25-27 June 2003, Salzburg.
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Abstract
In this paper, Generalised Predictive Control (GPC) is applied
to a milk pasteurisation process, in order to improve
pasteurisation temperature control. The controller robustness
to plant/model mismatch is investigated, as the process
is simulated by a nonlinear Artificial Neural Network
(ANN) based model, while the embedded internal model
is given by a linear First Principles (FP) model. The GPC
controller is furthermore compared to an optimally tuned
PID controller.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Keywords: | Milk pasteurisation; nonlinear modelling; generalised predictive control; artificial neural networks; |
| Academic Unit: | Faculty of Science and Engineering > Electronic Engineering |
| Item ID: | 9505 |
| Depositing User: | Professor John Ringwood |
| Date Deposited: | 01 Jun 2018 14:49 |
| Refereed: | Yes |
| URI: | https://mural.maynoothuniversity.ie/id/eprint/9505 |
| Use Licence: | This item is available under a Creative Commons Attribution Non Commercial Share Alike Licence (CC BY-NC-SA). Details of this licence are available here |
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