IDEAS home Printed from https://ideas.repec.org/a/eee/matcom/v38y1995i4p311-322.html
   My bibliography  Save this article

Simulation of a neural net controller for motor drives

Author

Listed:
  • Borges da Silva, Luiz Eduardo
  • Torres, Germano Lambert
  • Saturno, Ernesto Castillo
  • Alves da Silva, Alexandre P.
  • Do, Xuan Dai

Abstract

This paper describes the use of neural networks in a speed control loop applied to a DC motor. The proposed technique makes use of the learning capability of neural networks to implement an auto-adaptive control structure. Such capability allows the network to learn the dynamic behavior of the SCR-driven DC motor. This identification network is then used to train another network as the process controller, so that the process output follows the reference signal. An adaptation scheme for working conditions is also presented. Its performance is verified through testing of physical parameter variations and noise presence, showing the applicability of the system.

Suggested Citation

  • Borges da Silva, Luiz Eduardo & Torres, Germano Lambert & Saturno, Ernesto Castillo & Alves da Silva, Alexandre P. & Do, Xuan Dai, 1995. "Simulation of a neural net controller for motor drives," Mathematics and Computers in Simulation (MATCOM), Elsevier, vol. 38(4), pages 311-322.
    • Handle: RePEc:eee:matcom:v:38:y:1995:i:4:p:311-322
    DOI: 10.1016/0378-4754(95)00041-U
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/037847549500041U
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/0378-4754(95)00041-U?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:matcom:v:38:y:1995:i:4:p:311-322. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/mathematics-and-computers-in-simulation/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.