• DocumentCode
    1361229
  • Title

    Sizing of multiple cracks using magnetic flux leakage measurements

  • Author

    Ravan, M. ; Amineh, Reza K. ; Koziel, Slawomir ; Nikolova, Natalia K. ; Reilly, J.P.

  • Author_Institution
    Dept. of Electr. & Comput. Eng., McMaster Univ., Hamilton, ON, Canada
  • Volume
    4
  • Issue
    1
  • fYear
    2010
  • fDate
    1/1/2010 12:00:00 AM
  • Firstpage
    1
  • Lastpage
    11
  • Abstract
    This study presents an approach to estimate the characteristics of multiple narrow-opening cracks from magnetic flux leakage (MFL) signals. The number, locations, orientations and lengths of the cracks are the objective of the inversion process. The proposed procedure provides a reliable estimation of crack parameters in two separate consecutive steps. In the first step, the Canny edge detection algorithm is used to estimate the number, locations, orientations and lengths of the cracks. Then, an inversion procedure based on space mapping is used in order to estimate the crack depths efficiently. The accuracy of the proposed algorithm is examined via simulations based on the finite element method as well as real experimental MFL data.
  • Keywords
    cracks; edge detection; finite element analysis; magnetic flux; magnetic leakage; parameter estimation; Canny edge detection algorithm; crack depths; crack parameter estimation; finite element method; magnetic flux leakage measurements; multiple crack sizing; multiple narrow-opening cracks; space mapping;
  • fLanguage
    English
  • Journal_Title
    Science, Measurement & Technology, IET
  • Publisher
    iet
  • ISSN
    1751-8822
  • Type

    jour

  • DOI
    10.1049/iet-smt.2009.0054
  • Filename
    5357029