• DocumentCode
    1715581
  • Title

    Current controller with artificial neural networks for active filter

  • Author

    Villalva, Marcelo Gradella ; de Siqueira, T.G. ; de Oliveira, M.E. ; Ruppert, F.E.

  • Author_Institution
    Univ. of Campinas, Brazil
  • Volume
    2
  • fYear
    2004
  • Firstpage
    626
  • Abstract
    The focus of this paper is the development of a three-phase four-wire current controller with neural networks. A brief discussion about active filters and current controllers is followed by an explanation of the three-dimensional space vector modulation algorithm. Then a detailed discussion about the use of multilayer feedforward neural networks is done. Practical and simulation results are presented.
  • Keywords
    PWM invertors; electric current control; feedforward neural nets; power conversion harmonics; power engineering computing; power harmonic filters; active filter; current controller; feedforward neural network; three-dimensional space vector modulation; three-leg inverter; three-phase four-wire current controller;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Power Electronics, Machines and Drives, 2004. (PEMD 2004). Second International Conference on (Conf. Publ. No. 498)
  • Conference_Location
    Edinburgh, UK
  • ISSN
    0537-9989
  • Print_ISBN
    0-86341-383-8
  • Type

    conf

  • DOI
    10.1049/cp:20040361
  • Filename
    1350096