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    Control of milk pasteurization process using model predictive approach

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    Publication date
    2014-07-04
    Author
    Niamsuwan, S.
    Kittisupakorn, P.
    Mujtaba, Iqbal M.
    Keyword
    Model predictive control; Generic model control; Milk pasteurization process
    Rights
    © 2014 Elsevier B.V. Full-text reproduced in accordance with the publisher’s self-archiving policy. This manuscript version is made available under the CC-BY-NC-ND 4.0 license http://creativecommons.org/licenses/by-nc-nd/4.0/
    Peer-Reviewed
    Yes
    
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    Abstract
    A milk pasteurization process, a nonlinear process and multivariable interacting system, is difficult to control by the conventional on-off controllers since the on-off controller can handled the temperature profiles for milk and water oscillating over the plant requirements. The multi-variable control approach with model predictive control (MPC) is proposed in this study. The proposed algorithm was tested for control of a milk pasteurization process in three cases of simulation such as set point tracking, model mismatch, difference control and prediction horizons, and time sample. The results for the proposed algorithm show the well performance in keeping both the milk and water temperatures at the desired set points without any oscillation and overshoot and giving less drastic control action compared to the cascade generic model control (GMC) strategy.
    URI
    http://hdl.handle.net/10454/7985
    Version
    Accepted Manuscript
    Citation
    Niamsuwan S, Kittisupakorn P and Mujtaba IM (2014) Control of milk pasteurization process using model predictive approach. Computers and Chemical Engineering. 66: 2-11.
    Link to publisher’s version
    http://dx.doi.org/10.1016/j.compchemeng.2014.01.018
    Type
    Article
    Collections
    Engineering and Informatics Publications

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