• DocumentCode
    1354479
  • Title

    Sizing of 3-D Arbitrary Defects Using Magnetic Flux Leakage Measurements

  • Author

    Ravan, Maryam ; Amineh, Reza Khalaj ; Koziel, Slawomir ; Nikolova, Natalia K. ; Reilly, James P.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
  • Volume
    46
  • Issue
    4
  • fYear
    2010
  • fDate
    4/1/2010 12:00:00 AM
  • Firstpage
    1024
  • Lastpage
    1033
  • Abstract
    In this paper, we propose a new procedure to estimate the shape of the opening and the depth profile of an arbitrary three-dimensional (3-D) defect from magnetic flux leakage (MFL) measurements. We first use the Canny edge detection algorithm to estimate the shape of the defect opening. Then we use an inversion procedure based on the space mapping (SM) methodology in order to approximate the defect depth profile efficiently. To demonstrate the accuracy of the proposed inversion technique, we reconstruct defects of arbitrary shapes from simulated MFL signals. The procedure is then tested with experimental data of two metal-loss defects. In both cases, the proposed approach shows good agreement between the actual and estimated defect parameters.
  • Keywords
    edge detection; magnetic flux; magnetic leakage; sizing (materials processing); 3-D arbitrary defects; Canny edge detection algorithm; depth profile; inversion technique; magnetic flux leakage measurements; metal-loss defects; sizing; space mapping methodology; Arbitrary defect; edge detection; magnetic flux leakage (MFL); sizing; space mapping optimization;
  • fLanguage
    English
  • Journal_Title
    Magnetics, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9464
  • Type

    jour

  • DOI
    10.1109/TMAG.2009.2037008
  • Filename
    5352340