• DocumentCode
    1512303
  • Title

    A neural network model of magnetic hysteresis for computational magnetics

  • Author

    Saliah, H.H. ; Lowther, D.A. ; Forghani, B.

  • Author_Institution
    McGill Univ., Montreal, Que., Canada
  • Volume
    33
  • Issue
    5
  • fYear
    1997
  • fDate
    9/1/1997 12:00:00 AM
  • Firstpage
    4146
  • Lastpage
    4148
  • Abstract
    A neural network to implement a hysteresis model for a magnetic material within a finite element program is described. It is shown that such a system can match the results produced by a Preisach model but the time overhead can be considerably reduced thus making feasible the solution of large problems involving hysteretic materials
  • Keywords
    finite element analysis; magnetic hysteresis; neural nets; Preisach model; computational magnetics; finite element program; magnetic hysteresis; magnetic material; neural network model; Artificial neural networks; Computer networks; Finite element methods; Magnetic analysis; Magnetic fields; Magnetic hysteresis; Magnetic materials; Magnetization; Neural networks; Training data;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/20.619691
  • Filename
    619691
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1512303