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CONTROL OF PH NEUTRALIZATION PLANT USING MODEL PREDICTIVE CONTROL AND LOCAL MODEL NETWORK

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F07%3A63505839" target="_blank" >RIV/70883521:28140/07:63505839 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    CONTROL OF PH NEUTRALIZATION PLANT USING MODEL PREDICTIVE CONTROL AND LOCAL MODEL NETWORK

  • Original language description

    The paper addresses the application of Local Model Networks (LMN) in the field of identification and control of nonlinear systems. LMN are networks which are composed of locally accurate models, where output is interpolated by smooth locally active validity functions. This divide-and-conquer strategy is a general way of coping with complex systems. The architecture of LMN benefits from being able to incorporate a priori knowledge and conventional system identification methodology. The LMN structure alsogives transparent and simple representation of the nonlinear system. In an initial off-line identification phase the structure and parameters of local model have to be identified. The obtained global model is then used for prediction of future outputs in Model Predictive Control (MPC) of the pH neutralization plant.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2007

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Proceeding of the 26th IASTED International Conference on Modelling, Identification and Control

  • ISBN

    978-0-88986-633-1

  • ISSN

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

  • Publisher name

    IASTED

  • Place of publication

    Innsbruck

  • Event location

    Innsbruck

  • Event date

    Jan 1, 2007

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article