• DocumentCode
    3538894
  • Title

    Application of nonlinear model-order reduction to 3D eddy current problems

  • Author

    Klis, D. ; Jochum, M. ; Farle, O. ; Dyczij-Edlinger, R.

  • Author_Institution
    Lehrstuhl fur Theor. Elektrotechnik, Univ. des Saarlandes, Saarbrucken, Germany
  • fYear
    2013
  • fDate
    9-13 Sept. 2013
  • Firstpage
    344
  • Lastpage
    347
  • Abstract
    Finite-element time-domain simulations of nonlinear eddy current problems require many solutions of large, sparse systems of equations. Modelorder reduction in connection with some suitable approximation to the nonlinearity is a powerful strategy for reducing the computational effort for such systems. This paper shows that the support-vector regression algorithm is a promising choice for the approximation.
  • Keywords
    eddy currents; finite element analysis; regression analysis; time-domain analysis; 3D eddy current problems; finite-element time-domain simulations; nonlinear eddy current problems; nonlinear model-order reduction; support vector regression; Approximation methods; Coils; Computational modeling; Eddy currents; Kernel; Mathematical model; Read only memory;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Electromagnetics in Advanced Applications (ICEAA), 2013 International Conference on
  • Conference_Location
    Torino
  • Print_ISBN
    978-1-4673-5705-0
  • Type

    conf

  • DOI
    10.1109/ICEAA.2013.6632251
  • Filename
    6632251