journal article·2013-01

Hybrid Signal Processing Approach for Enhanced Detection of Defects in EC-NDE

B. Sasi, Matteo Cacciola, C. Babu Rao, T. Jayakumar, Baldev Raj

Publisher page

Abstract

Abstract In eddy current (EC) testing, presence of lift–off and material property variation makes the defect detection as a challenging task. In view of this, a signal processing approach comprising of independent component analysis (ICA) and wavelet packet analysis (WPA) is attempted. In this paper, performance of hybrid signal processing approach and the resultant improvement in signal-to-ratio (SNR) is discussed. Keywords: eddy current NDEindependent component analysiswavelet packet analysis Notes 1The root mean square (rms) is the square root of the arithmetic mean of squares of original value, .
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Research context

OpenAlex topics: Non-Destructive Testing Techniques · Blind Source Separation Techniques · Ultrasonics and Acoustic Wave Propagation

SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.

Affiliations

Nondestructive Evaluation Division, Indira Gandhi Centre for Atomic Research

University Mediterranea of Reggio Calabria, Faculty of Engineering–DIMET

References (21)

Show source-provided references
1. S. Udpa and P. O. Moore . Nondestructive Testing Handbook, Vol. 5 – Electromagnetic Testing. , 3rd ed . ASNT Edition , Columbus , OH ( 2004 ) .
2. H. L. Libby . Introduction to Electromagnetic Nondestructive Test Methods . Wiley Interscience , New York ( 1971 ).
3. 10.1007/978-94-011-5818-310.1007/978-94-011-5818-3 ↗
4. 10.1063/1.147285710.1063/1.1472857 ↗
5. 10.1109/20.66805910.1109/20.668059 ↗
6. 10.1080/09349847.2010.48879910.1080/09349847.2010.488799 ↗
7. F. C. Morabito . Materials Evaluation 58 ( 1 ): 85 – 92 ( 2000 ).
8. G. Simone and F. C. Morabito . Proc. of Int. Joint Conf. on Neural Networks V : 59 – 64 ( 2000 ).
9. 10.1063/1.171167610.1063/1.1711676 ↗
10. 10.2529/PIERS06100721501110.2529/PIERS061007215011 ↗
11. I. Daubechies . Ten Lectures on Wavelets . CBMS-NSF Series in Applied Mathematics. Society for Industrial and Applied Mathematics, Philadelphia, Pennsylvania ( 1992 ) .
12. C. K. Chen . Introduction to Wavelets . Academic Press , Boston ( 1991 ).
13. 10.1007/BF0120197510.1007/BF01201975 ↗
14. J. Gubbi Jr ., A. Khandoker , and M. Palaniswami . Computers in Cardiology 36 : 733 – 736 ( 2009 ).
15. 10.1081/SL-12001388910.1081/SL-120013889 ↗
16. 10.1016/S0893-6080(00)00026-510.1016/S0893-6080(00)00026-5 ↗
17. 10.1002/047122131710.1002/0471221317 ↗
18. 10.1016/j.neucom.2003.10.00210.1016/j.neucom.2003.10.002 ↗
19. A. Leon-Garcia . Probability and Random Processed for Electrical Engineering. , 2nd ed . Addison Wesley , New York ( 1994 ) .
20. 10.1109/72.76172210.1109/72.761722 ↗
21. 10.1162/neco.1997.9.7.148310.1162/neco.1997.9.7.1483 ↗