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Reactor Furnace Control using Artificial Neural Networks and Genetic Algorithm

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F60461373%3A22340%2F09%3A00022112" target="_blank" >RIV/60461373:22340/09:00022112 - isvavai.cz</a>

  • Alternative codes found

    RIV/00216275:25530/09:00009502

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Reactor Furnace Control using Artificial Neural Networks and Genetic Algorithm

  • Original language description

    Reactor furnace control design is described in this paper. Reactor furnace, as controlled plant, is significantly nonlinear system and control objectives are strict. Thus, special control technique has to be applied. In this case, discrete PID controllertuned by artificial intelligence techniques is chosen. After reactor furnace description and first principle model derivation, the control method is closely defined. Then, nonlinear neural model of the furnace is designed and control loop is connected.Lastly, control performance is shown and compared to performance derived by conventional control method.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JD - Use of computers, robotics and its application

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2009

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Proceedings of International Conference Applied Electronics 2009

  • ISBN

    978-80-7043-781-0

  • ISSN

  • e-ISSN

  • Number of pages

    4

  • Pages from-to

  • Publisher name

    University of West Bohemia

  • Place of publication

    Plzeň

  • Event location

    Plzeň

  • Event date

    Sep 9, 2009

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article

    000273977300020