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
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;
Journal_Title :
Sensors Journal, IEEE
DOI :
10.1109/JSEN.2004.839129