DocumentCode :
1213928
Title :
Multiple sensors on pulsed eddy-current detection for 3-D subsurface crack assessment
Author :
Tian, Gui Yun ; Sophian, Ali ; Taylor, David ; Rudlin, John
Author_Institution :
Univ. of Huddersfield, UK
Volume :
5
Issue :
1
fYear :
2005
Firstpage :
90
Lastpage :
96
Abstract :
This paper proposes the use of multiple sensors in pulsed eddy-current detection for three-dimensional (3-D) subsurface flaw imaging. A normalization technique has been proposed to eliminate the characteristic variation among the Hall devices used in the probe and lift off effects. A principal component analysis-based feature extraction that provides orthogonal information for multiple sensor fusion has been introduced and investigated. Using the features of multiple projection coefficients, 3-D surface flaws can be measured and reconstructed. The experimental tests have illustrated that the proposed method has delivered more defect information than the conventional peak value and time for pulsed eddy-current sensors.
Keywords :
crack detection; eddy current testing; electric current measurement; electric sensing devices; feature extraction; image reconstruction; principal component analysis; sensor fusion; 3D subsurface crack assessment; 3D surface flaws; Hall devices; characteristic variation; feature extraction; feature fusion; multiple projection coefficients; multiple sensors; normalization technique; principal component analysis; pulsed eddy-current detection; Coils; Feature extraction; Image sensors; Principal component analysis; Probes; Sensor fusion; Sensor phenomena and characterization; Signal resolution; Surface cracks; Surface impedance;
fLanguage :
English
Journal_Title :
Sensors Journal, IEEE
Publisher :
ieee
ISSN :
1530-437X
Type :
jour
DOI :
10.1109/JSEN.2004.839129
Filename :
1386227
Link To Document :
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