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Predictive Control Using Artificial Neural Networks

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F70883521%3A28110%2F03%3A63501239" target="_blank" >RIV/70883521:28110/03:63501239 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Predictive Control Using Artificial Neural Networks

  • Original language description

    Artificial neural networks are a part of artificial intelligence that simulates a function of human brain. These progressive algorithms are used in prediction, pattern recognition (sound, image), process control and other branches. Neural networks have compared to classic methods advantage that they do not need to know model of predicted system for their function. In addition, they are tolerant of time series noise. There are many different approaches to the use of neural networks in predictive controlsystems. This contribution presents one method based on multilayer feedforward networks.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BC - Theory and management systems

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/GA102%2F03%2F0070" target="_blank" >GA102/03/0070: Application of advanced control methods</a><br>

  • Continuities

    Z - Vyzkumny zamer (s odkazem do CEZ)

Others

  • Publication year

    2003

  • 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 Carpathian Control Conference ICCC' 2003

  • ISBN

    80-7099-509-2

  • ISSN

  • e-ISSN

  • Number of pages

    2

  • Pages from-to

    731-732

  • Publisher name

    Technická univerzita v Košiciach

  • Place of publication

    Košice

  • Event location

    Tatranská Lomnica

  • Event date

    May 26, 2003

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article