Characterization of subsurface defects in aeronautical riveted lap-joints using multi-frequency eddy current imaging

被引:43
作者
Le Diraison, Yohan [1 ]
Joubert, Pierre-Yves [1 ]
Placko, Dominique [1 ]
机构
[1] Univ Sud, CNRS, ENS Cachan, SATIE, F-94235 Cachan, France
关键词
Eddy current; Imaging; Magneto-optic; Defect characterization; Signal processing; Buried defects; Aircraft structures; MAGNETOOPTIC IMAGER; AGING AIRCRAFT; NDT;
D O I
10.1016/j.ndteint.2008.10.005
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
The authors present an original eddy current imager (ECI) designed for the fast and accurate non-destructive evaluation of defects buried next to rivets in aeronautical lap Joints. The ECI is associated to a signal processing method based on a principal component analysis (PCA) followed by a maximum likelihood (ML) approach. The PCA was implemented using EC images obtained with selected excitation frequencies. These images are considered as resulting from a linear mixing of different sources including the presence of rivets and defects, and the PCA is used to separate these sources thanks to an eigen decomposition of the EC data covariance matrix. As a result, the defect signatures are enhanced and used to implement an automatic defect characterization. This characterization is carried out by the means of an ML approach which allows the length and depth of the defects to be estimated. The method was implemented for the evaluation of a laboratory made riveted lap joint mock-up featuring buried defects. It was experimentally optimized and successfully implemented for the characterization of calibrated defects ranging from 2 to 10 mm in length and 2 to 8 mm in depth. (C) 2008 Elsevier Ltd. All rights reserved.
引用
收藏
页码:133 / 140
页数:8
相关论文
共 17 条
[1]  
[Anonymous], 2002, PRINCIPAL COMPONENT
[2]   Improvement in the detection of subsurface fatigue cracks under airframe fasteners using improved rotating giant magneto-resistance magnetometer head [J].
Dolabdjian, C. ;
Wache, G. ;
Perez, L. .
INSIGHT, 2007, 49 (03) :133-136
[3]  
FITZPATRICK GL, 1993, MATER EVAL, V51, P1402
[4]   Magnetic imaging films [J].
Grechishkin, Rostislav ;
Chigirinsiky, Sergey ;
Gusev, Mikhail ;
Cugat, Orphee ;
Dempsey, Nora M. .
MAGNETIC NANOSTRUCTURES IN MODERN TECHNOLOGY: SPINTRONICS, MAGNETIC MEMS AND RECORDING, 2008, :195-+
[5]   Linear magneto-optic imager for non-destructive evaluation [J].
Joubert, PY ;
Pinassaud, J .
SENSORS AND ACTUATORS A-PHYSICAL, 2006, 129 (1-2) :126-130
[6]  
LEDIRAISON Y, 2006, P 7 INT S EL MAGN FI, P99
[7]  
Libby H.L., 1979, INTRO ELECTROMAGNETI
[8]   Automatic detecting and classifying defects during eddy current inspection of riveted lap-joints [J].
Lingvall, F ;
Stepinski, T .
NDT & E INTERNATIONAL, 2000, 33 (01) :47-55
[9]  
Mardia K.V., 2000, MULTIVARIATE ANAL, VSeventh edn
[10]   A magneto-optic imager for NDT applications [J].
Novotny, P ;
Sajdl, P ;
Machác, P .
NDT & E INTERNATIONAL, 2004, 37 (08) :645-649