journal article·2012-07

Time and Frequency Domain Feature Fusion for Defect Classification Based on Pulsed Eddy Current NDT

Qi Zhang, Tian-lu Chen, Guang Yang, Li Liu

Publisher page

Abstract

Pulsed Eddy current (PEC) is an emerging nondestructive evaluation (NDT) technique excited with a broadband pulse that consists of rich frequency information. This technique generally uses the response peak value and peak arrival time to detect and quantify defects, which is not sufficient to achieve enough information associated with flaw quantification. This article introduces the application of empirical mode decomposition and Hilbert transform in extracting a new frequency domain feature from PEC responses. Time and frequency features are combined to enhance the accuracy of defect classification. The validation and robustness of the new feature and the improved classification by experimental studies are presented.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Non-Destructive Testing Techniques · Ultrasonics and Acoustic Wave Propagation · Welding Techniques and Residual Stresses

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

References (16)

Show source-provided references
1. Bar-Cohen Y. · Mater. Eval. · 2000 · 58 · 17
2. 10.1016/j.sna.2009.11.01210.1016/j.sna.2009.11.012 ↗
3. Bowler J. · Electromagnet Nondestruct. Eval. · 1997 · 9 · 263
4. Smith R. A. · Insight · 2001 · 43 · 14
5. 10.1109/20.76739910.1109/20.767399 ↗
6. Sophian A. · Insight · 2001 · 43 · 302
7. 10.1016/j.ndteint.2009.10.00310.1016/j.ndteint.2009.10.003 ↗
8. 10.1016/j.ndteint.2009.04.00110.1016/j.ndteint.2009.04.001 ↗
9. 10.1016/j.ndteint.2004.06.00110.1016/j.ndteint.2004.06.001 ↗
10. 10.1016/S0963-8695(02)00069-510.1016/S0963-8695(02)00069-5 ↗
11. 10.1016/j.ndteint.2004.09.00710.1016/j.ndteint.2004.09.007 ↗
12. 10.1049/ip-smt:2004501110.1049/ip-smt:20045011 ↗
13. 10.1007/978-1-4615-3344-3_3010.1007/978-1-4615-3344-3_30 ↗
14. 10.1109/LSP.2003.82166210.1109/LSP.2003.821662 ↗
15. 10.1098/rspa.1998.019310.1098/rspa.1998.0193 ↗
16. Chen T. L. · Review of Scientific Instruments · 2005 · 76 · 314