TY - JOUR
T1 - Pulsed Eddy Current: Feature Extraction Enabling In-situ Calibration and Improved Estimation for Ferromagnetic Application
AU - Izzuddin, Faris
AU - Osman, Mohammad
AU - Zhao, Zhanfang
AU - Duan, Fang
PY - 2020/6/30
Y1 - 2020/6/30
N2 - Steel pipes in process plant applications are often covered with insulation or weather protection that make inspection di_cult because the additional layers need to be penetrated to inspect the pipes' structure. The pulsed eddy current (PEC) method was devised as a means of inspection through the surface layers. However, the performance of a PEC system is dependent on the electrical and magnetic properties of the pipe material, which are generally unknown. Therefore, the use of a calibration block from a different steel will give inaccurate results. The concept of calibrating using 0 values obtained during inspection has undoubtedly been discussed in the literature. However, no comprehensive work was dedicated to using -1 to carry out calibration on inspected structure. The linear relationship of the -1 feature with the thickness squared, d2, is first established using analytical solutions, and the calibration is carried out using the feature values obtained in air and the reference signal. The performance of this technique is assessed and compared with the conventional 0 technique. Although both features exhibit similar immunity towards lift-off, 0 technique requires normalisation procedure, which contributes to determining more configuration parameters. Experimental results also suggest the relative advantage of using -1 feature in both wall thickness estimation and influences of noises.
AB - Steel pipes in process plant applications are often covered with insulation or weather protection that make inspection di_cult because the additional layers need to be penetrated to inspect the pipes' structure. The pulsed eddy current (PEC) method was devised as a means of inspection through the surface layers. However, the performance of a PEC system is dependent on the electrical and magnetic properties of the pipe material, which are generally unknown. Therefore, the use of a calibration block from a different steel will give inaccurate results. The concept of calibrating using 0 values obtained during inspection has undoubtedly been discussed in the literature. However, no comprehensive work was dedicated to using -1 to carry out calibration on inspected structure. The linear relationship of the -1 feature with the thickness squared, d2, is first established using analytical solutions, and the calibration is carried out using the feature values obtained in air and the reference signal. The performance of this technique is assessed and compared with the conventional 0 technique. Although both features exhibit similar immunity towards lift-off, 0 technique requires normalisation procedure, which contributes to determining more configuration parameters. Experimental results also suggest the relative advantage of using -1 feature in both wall thickness estimation and influences of noises.
KW - Ferromagnetic Application
KW - Pulsed Eddy Current
KW - Feature Extraction
KW - Pipeline Inspection
KW - Non-destructive Testing
U2 - 10.1007/s10921-020-00699-w
DO - 10.1007/s10921-020-00699-w
M3 - Article
SN - 0195-9298
JO - Journal of Nondestructive Evaluation
JF - Journal of Nondestructive Evaluation
ER -