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Prediction of Semi-Batch Reactor Using Multilayered Feed-Forward Neural Networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28140%2F12%3A43869325" target="_blank" >RIV/70883521:28140/12:43869325 - isvavai.cz</a>

  • Alternative codes found

    RIV/70883521:28110/12:43869325

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Prediction of Semi-Batch Reactor Using Multilayered Feed-Forward Neural Networks

  • Original language description

    The contribution focuses on artificial neural networks application for prediction of chemical semi-batch reactor output. There are studied two approaches to prediction. The first methodology uses classical time series prediction apparatus, when the prediction is based on the one signal only. The second approach uses two signals and corresponds to model predictive control methodology. Both predictors are based on artificial multilayered feed-forward neural networks.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

  • Continuities

    V - Vyzkumna aktivita podporovana z jinych verejnych zdroju

Others

  • Publication year

    2012

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Recent Researches in Circuits and Systems

  • ISBN

    978-1-61804-108-1

  • ISSN

    1790-5117

  • e-ISSN

  • Number of pages

    6

  • Pages from-to

    453-458

  • Publisher name

    WSEAS Press (GR)

  • Place of publication

    Kos

  • Event location

    Kos Island

  • Event date

    Jul 14, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article