Surface Representation of Pulsed Eddy Current Sensor Signals for Improved Ferromagnetic Material Thickness Quantification

被引:18
|
作者
Ulapane, Nalika [1 ]
Thiyagarajan, Karthick [2 ]
Miro, Jaime Valls [2 ]
Kodagoda, Sarath [2 ]
机构
[1] Univ Melbourne, Dept Elect & Elect Engn, Melbourne Sch Engn, Parkville, Vic 3010, Australia
[2] Univ Technol Sydney, UTS Robot Inst, Fac Engn & Informat Technol, Sydney, NSW 2007, Australia
关键词
Detectors; Eddy currents; Robot sensing systems; Shape; Ferromagnetic materials; Feature extraction; Detector coil; eddy current; NDE; NDT; PEC; Pulsed eddy current; sensing; signal;
D O I
10.1109/JSEN.2020.3034571
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Pulsed eddy current (PEC) sensing is a nondestructive testing and evaluation technique widely used for detecting and quantification of flaws and properties of metallic test pieces. In recent years, the use of the technique for the assessment of ferromagnetic materials, specifically, for the purpose of thickness quantification of ferromagnetic plates, or wall-like structures, has risen. The detector coil-based PEC sensor architecture has been the most commonly used sensor architecture for the purpose. Recent works have demonstrated the effectiveness of the detector coil voltage decay rate for this purpose. The decay rate signal feature has been used to construct a linear functional relationship between thickness and the feature value. This functional relationship has eventually been used for thickness estimation. However, this method has proven to come with a limitation of accuracy in thickness estimates. Therefore, we present in this article a method for surface representation of PEC sensor signals. In this method, the thickness varies as a surface-like function in 3D, relying on two signal feature values provided as independent variables. We demonstrate how the surface representation yields a 2% improvement in accuracy (with respect to correlation coefficient) in previous results (i.e., thickness estimates) through a case-study of quantifying wall thickness of a gray cast iron pipe. Such an improvement in accuracy has significant cost-saving implications in the field of structural health monitoring, especially in managing critical pipes in sectors such as water and energy. Cost savings result by enabling infrastructure managers to optimize rehabilitation and thereby provide improved services.
引用
收藏
页码:5413 / 5422
页数:10
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