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    Application of Generalised Predictive Control to a Milk Pasteurisation Process


    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:

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