Uneingeschränkter Zugang

Eddy Current Microsensor and RBF Neural Networks for Detection and Characterization of Small Surface Defects


Zitieren

[1] Li, K., Li, L., Wang, P., Liu, J., Shi, Y., Zhen, Y., Dong, S. (2020). A fast and non-destructive method to evaluate yield strength of cold-rolled steel via incremental permeability. Journal of Magnetism and Magnetic Materials, 498, 166087. https://doi.org/10.1016/j.jmmm.2019.16608710.1016/j.jmmm.2019.166087 Search in Google Scholar

[2] Velicheti, D., Nagy, P.B., Hassan, W. (2021). Residual stress and cold work assessment in shot-peened IN718 using a dual-mode electromagnetic technique. NDT & E International, 121, 102463. https://doi.org/10.1016/j.ndteint.2021.10246310.1016/j.ndteint.2021.102463 Search in Google Scholar

[3] Obeidat, O., Yu, Q., Favro, L., Han, X. (2021). The effect of heating duration on the quantitative estimation of defect depth using sonic infrared imaging. Journal of Nondestructive Evaluation, Diagnostics and Prognostics of Engineering Systems, 4 (4), 044501. https://doi.org/10.1115/1.405035310.1115/1.4050353 Search in Google Scholar

[4] Yu, Q., Obeidat, O., Han, X. (2018). Ultrasound wave excitation in thermal NDE for defect detection. NDT & E International, 100, 153-165. https://doi.org/10.1016/j.ndteint.2018.09.00910.1016/j.ndteint.2018.09.009 Search in Google Scholar

[5] Lu, M., Peyton, A., Yin, W. (2017). Acceleration of frequency sweeping in eddy-current computation. IEEE Transactions on Magnetics, 53 (7). DOI: 10.1109/TMAG.2017.2688326.10.1109/TMAG.2017.2688326 Search in Google Scholar

[6] Wendler, F., Munjal, R., Waqas, M., Laue, R., Härtel, S., Awiszus, B., Kanoun, O. (2021). Eddy current sensor system for tilting independent in-process measurement of magnetic anisotropy. Sensors, 21 (8), 2652. https://doi.org/10.3390/s2108265210.3390/s21082652806922333918959 Search in Google Scholar

[7] Chen, X., Lei, Y. (2015). Electrical conductivity measurement of ferromagnetic metallic materials using pulsed eddy current method. NDT & E International, 75, 33. https://doi.org/10.1016/j.ndteint.2015.06.00510.1016/j.ndteint.2015.06.005 Search in Google Scholar

[8] Li, K., Qiu, P., Wang, P., Lu, Z., Zhang, Z. (2021). Estimation method of yield strength of ferromagnetic materials based on pulsed eddy current testing. Journal of Magnetism and Magnetic Materials, 523, 167647. https://doi.org/10.1016/j.jmmm.2020.16764710.1016/j.jmmm.2020.167647 Search in Google Scholar

[9] Lu, M., Meng, X., Chen, L., Huang, R., Yin, W., Peyton, A. (2020). Measurement of ferromagnetic slabs permeability based on a novel planar triple-coil sensor. IEEE Sensors Journal, 20 (6), 2904-2910. DOI: 10.1109/JSEN.2019.2957212.10.1109/JSEN.2019.2957212 Search in Google Scholar

[10] Zhang, H., Ma, L., Xie, F. (2019). A method of steel ball surface quality inspection based on flexible arrayed eddy current sensor. Measurement, 144, 192-202. https://doi.org/10.1016/j.measurement.2019.05.05610.1016/j.measurement.2019.05.056 Search in Google Scholar

[11] Machado, M.A., Antin, K.-N., Rosado, L.S., Vilaca, P., Santos, T.G. (2019). Contactless high-speed eddy current inspection of unidirectional carbon fiber reinforced polymer. Composites Part B: Engineering, 168, 226-235. https://doi.org/10.1016/j.compositesb.2018.12.02110.1016/j.compositesb.2018.12.021 Search in Google Scholar

[12] Fava, J.O., Lanzani, L., Ruch, M.C. (2009). Multilayer planar rectangular coils for eddy current testing: Design considerations. NDT & E International, 42 (8), 713-720. https://doi.org/10.1016/j.ndteint.2009.06.00510.1016/j.ndteint.2009.06.005 Search in Google Scholar

[13] Mirzaei, M., Ripka, P., Chirtsov, A., Grim, V. (2020). Eddy current speed sensor with magnetic shielding. Journal of Magnetism and Magnetic Materials, 502, 166568. https://doi.org/10.1016/j.jmmm.2020.16656810.1016/j.jmmm.2020.166568 Search in Google Scholar

[14] Mizukami, K., bin Ibrahim, A.S., Ogi, K., Matvieieva, N., Kharabet, I., Schulz, M., Heuer, H. (2019). Enhancement of sensitivity to delamination in eddy current testing of carbon fiber composites by varying probe geometry. Composite Structures, 226, 111227. https://doi.org/10.1016/j.compstruct.2019.11122710.1016/j.compstruct.2019.111227 Search in Google Scholar

[15] Ye, C., Wang, Y., Wang, M., Udpa, L., Udpa, S.S. (2020). Frequency domain analysis of magnetic field images obtained using TMR array sensors for subsurface defect detection and quantification. NDT & E International, 116, 102284. https://doi.org/10.1016/j.ndteint.2020.10228410.1016/j.ndteint.2020.102284 Search in Google Scholar

[16] Kuang, Y., Chew, Z.J., Ruan, T., Lane, T., Allen, B., Nayar, B., Zhu, M. (2021). Magnetic field energy harvesting from the traction return current in rail tracks. Applied Energy, 292, 116911. https://doi.org/10.1016/j.apenergy.2021.11691110.1016/j.apenergy.2021.116911 Search in Google Scholar

[17] She, S., Chen, Y., He, Y., Zhou, Z., Zou, X. (2021). Optimal design of remote field eddy current testing probe for ferromagnetic pipeline inspection. Measurement, 168, 108306. https://doi.org/10.1016/j.measurement.2020.10830610.1016/j.measurement.2020.108306 Search in Google Scholar

[18] Mizukami, K., Watanabe, Y. (2018). A simple inverse analysis method for eddy current-based measurement of through-thickness conductivity of carbon fiber composites. Polymer Testing, 69, 320-324. https://doi.org/10.1016/j.polymertesting.2018.05.04310.1016/j.polymertesting.2018.05.043 Search in Google Scholar

[19] Velicheti, D., Nagy, P.B., Hassan, W. (2019). Inversion procedure for dual-mode electromagnetic nondestructive characterization of shot-peened IN718. NDT & E International, 101, 17-28. https://doi.org/10.1016/j.ndteint.2018.09.01310.1016/j.ndteint.2018.09.013 Search in Google Scholar

[20] Meshkin, R., Maghsoodi, M., Saberkari, A., Niaboli-Guilani, M. (2013). High efficient CMOS class-E power amplifier with a new output power control scheme. Journal of Electrical and Electronics Engineering, 6 (1), 77-82. Search in Google Scholar

[21] Madenci, E., Guven, I. (2015). The Finite Element Method and Applications in Engineering Using ANSYS®. Second Edition. Springer, ISBN 978-1-4899-7549-2.10.1007/978-1-4899-7550-8 Search in Google Scholar

[22] Sadowski, N., Lefevre, Y., Lajoie-Mazenc, M., Cros, J. (1992). Finite element torque calculation in electrical machines while considering the movement. IEEE Transactions on Magnetics, 28 (2), 1410-1413. DOI: 10.1109/20.123957.10.1109/20.123957 Search in Google Scholar

[23] Ren, Z. (1996). Auto-gauging of vector potential by iterative solver-numerical evidence. In 3rd International Workshop on Electric and Magnetic Fields. AIM, 119-124. Search in Google Scholar

[24] Ren, Z., Razek, A. (2000). Comparison of some 3D eddy current formulations in dual systems. IEEE Transactions on Magnetics, 36 (4), 751-755. DOI: 10.1109/20.877556.10.1109/20.877556 Search in Google Scholar

[25] Ren, Z., Razek, A. (1996). Computation of 3-D electromagnetic field using differential forms based elements and dual formulations. International Journal of Numerical Modelling, 9 (1-2), 81-98.10.1002/(SICI)1099-1204(199601)9:1/2<81::AID-JNM229>3.0.CO;2-J Search in Google Scholar

[26] Le Bihan, Y., Pávó, J., Marchand, C. (2008). Characterization of small cracks in eddy current testing. The European Physical Journal Applied Physics, 43 (2), 231-237. https://doi.org/10.1051/epjap:200811210.1051/epjap:2008112 Search in Google Scholar

[27] Wang, Z., Yang, B., Kang, Y., Yang, Y. (2016). Development of a prediction model based on RBF neural network for sheet metal fixture locating layout design and optimization. Computational Intelligence and Neuroscience, 2016, 7620438. https://doi.org/10.1155/2016/762043810.1155/2016/7620438 Search in Google Scholar

[28] Demuth, H., Beale, M. (2001). Neural network toolbox: For use with MATLAB. User’s guide, Version 4. MathWorks, Inc. Search in Google Scholar

eISSN:
1335-8871
Sprache:
Englisch
Zeitrahmen der Veröffentlichung:
6 Hefte pro Jahr
Fachgebiete der Zeitschrift:
Technik, Elektrotechnik, Mess-, Steuer- und Regelungstechnik