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    Process Dynamic Modelling Using Continuous Time Local Model Networks


    McLoone, Seamus and Irwin, George W. (1998) Process Dynamic Modelling Using Continuous Time Local Model Networks. IFAC Proceedings Volumes, 31 (4). pp. 149-154. ISSN 1474-6670

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    Abstract

    The capabilities of the continuous-time Local Model (LM) network for representing a non-linear dynamic process are studied by simulation of a coupled tank system. The paper shows how normalisation of the network weighting functions limits the modelling accuracy and proposes a solution via the addition of constant bias terms to each of the individual local models.

    Item Type: Article
    Keywords: Multiple model; continuous-time modelling; non-linear modelling; Local Model Networks;
    Academic Unit: Faculty of Science and Engineering > Electronic Engineering
    Item ID: 8786
    Identification Number: https://doi.org/10.1016/S1474-6670(17)42149-5
    Depositing User: Dr. Seamus McLoone
    Date Deposited: 11 Sep 2017 13:25
    Journal or Publication Title: IFAC Proceedings Volumes
    Publisher: Elsevier
    Refereed: Yes
    URI:

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