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
fDate :
1/1/2010 12:00:00 AM
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;
Journal_Title :
Science, Measurement & Technology, IET
DOI :
10.1049/iet-smt.2009.0054