journal article·2026-01-05

Sensitivity characteristics of single-coil dual-mode sensors for multi-type defects detection in hybrid structures

Mingrui Zhao, Xiaokang Yin, Martin Mwelango, Wei Wang, Chenyu Zhang, Ting Zhu, Xin’an Yuan, Wei Li

Publisher page

Abstract

Insulator–conductor hybrid structures are increasingly used, yet detecting defects across layers remains challenging. This work extends single-coil sensors by explicitly embedding specimen-induced capacitive coupling into the sensor’s equivalent impedance, enabling sensitivity to defects in insulated layer as well as conductive layer. Closed-form expressions for coil coupling capacitance are derived and validated against measurements with a relative error of ≈13.38%. A detail-preserving finite-element model of PCB coil characterises sensitivity to permittivity and conductivity over a broad band around resonance. Guided by these analyses, five representative excitation frequencies are selected to retain discriminative spectral features while reducing data volume and test time. Finally, experiments verify detection of multiple defect types in both layers and show that integrating multi-frequency features provides a clear advantage for identifying complex composite defects.
Source: openalex_inverted_index · Quality: baseline

Research context

OpenAlex topics: Non-Destructive Testing Techniques · Magnetic Field Sensors Techniques · Ultrasonics and Acoustic Wave Propagation

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

Affiliations

China University of Petroleum (East China)

Funding

National Natural Science Foundation of China · Taishan Scholars Project · Innovation fund project for graduate student of China University of Petroleum (East China) and the Fundamental Research Funds for the Central Universities

References (38)

Show source-provided references
1. 10.1016/j.compstruct.2021.11459510.1016/j.compstruct.2021.114595 ↗
2. 10.3390/met1204056110.3390/met12040561 ↗
3. 10.1016/j.compositesb.2019.10756710.1016/j.compositesb.2019.107567 ↗
4. 10.1038/s41467-025-63717-310.1038/s41467-025-63717-3 ↗
5. 10.1155/2020/396873710.1155/2020/3968737 ↗
6. 10.1016/j.engstruct.2021.11277810.1016/j.engstruct.2021.112778 ↗
7. 10.1080/10589759.2024.243767910.1080/10589759.2024.2437679 ↗
8. 10.1016/j.istruc.2021.07.08610.1016/j.istruc.2021.07.086 ↗
9. 10.1109/TIM.2017.266984310.1109/TIM.2017.2669843 ↗
10. 10.1080/10589759.2015.108190310.1080/10589759.2015.1081903 ↗
11. 10.1109/TIE.2023.331242210.1109/TIE.2023.3312422 ↗
12. 10.1080/10589759.2025.247768210.1080/10589759.2025.2477682 ↗
13. 10.1109/TII.2022.320158710.1109/TII.2022.3201587 ↗
14. 10.1109/TIM.2022.317849310.1109/TIM.2022.3178493 ↗
15. 10.1109/tie.2023.332373610.1109/tie.2023.3323736 ↗
16. 10.1016/j.ymssp.2025.11235010.1016/j.ymssp.2025.112350 ↗
17. 10.1016/j.nanoen.2023.10900910.1016/j.nanoen.2023.109009 ↗
18. 10.1109/tim.2025.358899310.1109/tim.2025.3588993 ↗
19. 10.1109/JSEN.2017.276738010.1109/JSEN.2017.2767380 ↗
20. 10.1016/j.ndteint.2019.10220210.1016/j.ndteint.2019.102202 ↗
21. 10.1063/5.001502810.1063/5.0015028 ↗
22. 10.1016/j.ymssp.2019.10640310.1016/j.ymssp.2019.106403 ↗
23. 10.1109/JSEN.2021.308420410.1109/JSEN.2021.3084204 ↗
24. 10.1016/j.ndteint.2023.10296210.1016/j.ndteint.2023.102962 ↗
25. 10.1016/j.compositesb.2017.01.01610.1016/j.compositesb.2017.01.016 ↗
26. 10.1016/j.ndteint.2012.08.01010.1016/j.ndteint.2012.08.010 ↗
27. 10.1016/j.conbuildmat.2023.13485310.1016/j.conbuildmat.2023.134853 ↗
28. 10.1109/JSEN.2021.307688010.1109/JSEN.2021.3076880 ↗
29. 10.1109/JSEN.2020.299547210.1109/JSEN.2020.2995472 ↗
30. 10.1016/j.ndteint.2021.10242010.1016/j.ndteint.2021.102420 ↗
31. 10.1063/1.165668010.1063/1.1656680 ↗
32. 10.1088/1361-6501/abc9f910.1088/1361-6501/abc9f9 ↗
33. 10.1109/22.78040710.1109/22.780407 ↗
34. 10.1109/TIE.2022.320376410.1109/TIE.2022.3203764 ↗
35. 10.1016/j.ndteint.2013.09.00410.1016/j.ndteint.2013.09.004 ↗
36. 10.1016/j.ndteint.2013.04.00110.1016/j.ndteint.2013.04.001 ↗
37. 10.1109/TIM.2016.251477810.1109/TIM.2016.2514778 ↗
38. 10.1109/TMTT.2023.334302810.1109/TMTT.2023.3343028 ↗