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Applications of Artificial Neural Networks in Control of DC Drive

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61989100%3A27240%2F13%3A86088430" target="_blank" >RIV/61989100:27240/13:86088430 - isvavai.cz</a>

  • Alternative codes found

    RIV/61989100:27740/13:86088430

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-642-33018-6_36" target="_blank" >http://dx.doi.org/10.1007/978-3-642-33018-6_36</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-33018-6_36" target="_blank" >10.1007/978-3-642-33018-6_36</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    Applications of Artificial Neural Networks in Control of DC Drive

  • Original language description

    The paper deals with the applications of artificial neural networks in the control of the DC drive. In the paper three control structures are discussed. The first control structure uses a conventional PI controller. The second structure uses a neural network predictive control. The last structure is a sensorless control of the DC drive using feedforward neural network. The DC drives were simulated in program Matlab with Simulink toolbox. The main goal was to find the simplest neural network structures with minimum number of neurons, but simultaneously good control characteristics are required. Despite used neural networks, which are very simple, it was achieved satisfactory results.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    JA - Electronics and optoelectronics

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/ED1.1.00%2F02.0070" target="_blank" >ED1.1.00/02.0070: IT4Innovations Centre of Excellence</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>S - Specificky vyzkum na vysokych skolach

Others

  • Publication year

    2013

  • Confidentiality

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

Data specific for result type

  • Article name in the collection

    Advances in Intelligent Systems and Computing. Volume 189

  • ISBN

    978-3-642-33017-9

  • ISSN

    2194-5357

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    351-360

  • Publisher name

    Springer

  • Place of publication

    Berlin

  • Event location

    Ostrava

  • Event date

    Sep 5, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article

    000312969500036