Details

Title

Surrogate synthesis of frame eddy current probes with uniform sensitivity in the testing zone

Journal title

Metrology and Measurement Systems

Yearbook

2021

Affiliation

Halchenko, Volodymyr Ya. : Cherkasy State Technological University, Instrumentation, Mechatronics and Computer Technologies Department, Blvd. Shevchenka, 460, 18006, Cherkasy, Ukraine ; Trembovetska, Ruslana : Cherkasy State Technological University, Instrumentation, Mechatronics and Computer Technologies Department, Blvd. Shevchenka, 460, 18006, Cherkasy, Ukraine ; Tychkov, Volodymyr : Cherkasy State Technological University, Instrumentation, Mechatronics and Computer Technologies Department, Blvd. Shevchenka, 460, 18006, Cherkasy, Ukraine

Authors

Keywords

eddy current probe ; uniform sensitivity ; metamodel ; additive neural network regression ; surrogate optimization ; global extremum

Divisions of PAS

Nauki Techniczne

Coverage

551-564

Publisher

Polish Academy of Sciences Committee on Metrology and Scientific Instrumentation

Bibliography

[1] Rosado, L. S., Gonzalez, J. C., Santos, T. G., Ramos, P. M., & Pieda, M. (2013). Geometric optimization of a differential planar eddy currents probe for non-destructive testing. Sensors and Actuators A: Physical., 197, 96–105. https://doi.org/10.1016/j.sna.2013.04.010
[2] Su, Z., Efremov, A., Safdarnejad, M., Tamburrino, A., Udpa, L., & Udpa, S. (2015). Optimization of coil design for near uniform interrogating field generation. AIP Conference Proceedings, 1650, 405–413. https://doi.org/10.1063/1.4914636
[3] Su, Z.,Ye, C., Tamburrino, A., Udpa, L.,&Udpa, S. (2016). Optimization of coil design for eddy current testing of multi-layer structures. International Journal of Applied Electromagnetics and Mechanics, 52(1–2), 315–322. https://doi.org/10.3233/JAE-162030
[4] Liu, Z., Yao, J., He, C., Li, Z., Liu, X., & Wu, B. (2018). Development of a bidirectional-excitation eddy-current sensor with magnetic shielding: Detection of subsurface defects in stainless steel. IEEE Sensors J., 18(15), 6203–6216. https://doi.org/10.1109/JSEN.2018.2844957
[5] Ye, C., Udpa, L., & Udpa, S. (2016). Optimization and Validation of Rotating Current Excitation with GMR Array Sensors for Riveted Structures Inspection. Sensors, 16(9), 1512. https://doi.org/10.3390/s16091512
[6] Rekanos, I. T., Antonopoulos, C. S., & Tsiboukis, T. D. (1999). Shape design of cylindrical probe coils for the induction of specified eddy current distributions. IEEE Transactions Magnetics, 35(3), 1797–1800. https://doi.org/10.1109/20.767380
[7] Li, Y., Ren, S., Yan, B., Zainal Abidin, I. M., & Wang, Y. (2017). Imaging of subsurface corrosion using gradient-field pulsed eddy current probes with uniform field excitation. Sensors, 17, 1747. https://doi.org/10.3390/s17081747
[8] Hashimoto, M., Kosaka, D., Ooshima, K., & Nagata, Y. (2002). Numerical analysis of eddy current testing for tubes using uniform eddy current distribution. International Journal of Applied Electromagnetics and Mechanics, 15(1–4), 27–32. https://doi.org/10.3233/JAE-2002-511
[9] Repelianto, A. S., Kasai, N., Sekino, K., & Matsunaga, M. (2019). A Uniform Eddy Current Probe with a Double-Excitation Coil for Flaw Detection on Aluminium Plates. Metals, 9(10), 1116. https://doi.org/10.3390/met9101116
[10] Halchenko, V. Ya., Trembovetskaya, R. V., & Tychkov, V. V. (2020). Surface eddy current probes: excitation systems of the optimal electromagnetic field (review). Devices and Methods of Measurements, 11(2), 91–104. https://doi.org/10.21122/2220-9506-2020-11-2-91-104
[11] Trembovetska, R. V., Halchenko, V. Ya., Tychkov, V. V., & Storchak, A. V. (2020). Linear Synthesis of Uniform Anaxial Eddy Current Probes with a Volumetric Structure of the Excitation System. International Journal “NDT Days”, 3(4), 184–190. https://www.bg-s-ndt.org/journal/ vol3/JNDTD-v3-n4-a01.pdf (in Russian)
[12] Halchenko, V. Ya., Yakimov, A. N., & Ostapuschenko, D. L. (2010). Global optimum search of functions with using of multiagent swarm optimization hybrid with evolutional composition formation of population. Information Technology, 10, 9–16. http://novtex.ru/IT/it2010/It1010.pdf (in Russian)
[13] Itaya, T., Ishida, K., Kubota, Y., Tanaka, A., & Takehira, N. (2016). Visualization of Eddy Current Distributions for Arbitrarily Shaped Coils Parallel to a Moving Conductor Slab. Progress In Electromagnetics Research M, 47, 1–12. https://doi.org/10.2528/PIERM16011204
[14] Itaya, T., Ishida, K., Tanaka, A., Takehira, N., & Miki, T. (2012). Eddy Current Distribution for a Rectangular Coil Arranged Parallel to a Moving Conductor Stab. IET Science, Measurement & Technology, 6(2), 43–51. https://doi.org/10.1049/iet-smt.2011.0015
[15] Kozieł, S., & Bekasiewicz, A. (2017). Multi-objective design of antennas using surrogate models, World Scientific Publishing Europe Ltd. [16] Forrester, A. I. J., Sóbester, A., & Keane, A. J. (2008). Engineering design via surrogate modelling: a practical guide. Chichester: Wiley.
[17] Burnaev, E. V., Erofeev, P., Zaitsev, A., Kononenko, D., & Kapushev E. (2015). Surrogate modeling and optimization of the airplane wing profile based on Gaussian processes. http://itas2012.iitp.ru/pdf/ 1569602325.pdf (in Russian)
[18] Koziel, S., Echeverría Ciaurri, D., & Leifsson L. (2011). Surrogate-based methods. In Koziel S., Yang XS. (Eds.), Computational Optimization, Methods and Algorithms. Studies in Computational Intelligence, 356, Springer-Verlag. https://doi.org/10.1007/978-3-642-20859-1_3
[19] Halchenko, V. Ya., Trembovetska, R. V., Tychkov, V. V., & Storchak, A. V. (2019). Nonlinear surrogate synthesis of the surface circular eddy current probes. Przegla˛d Elektrotechniczny, 9, 76–82. https://doi.org/10.15199/48.2019.09.15
[20] Halchenko,V. Ya., Trembovetska, R. V.,&Tychkov, V. V. (2019). Linear synthesis of non-axial surface eddy current probes. International Journal “NDT Days”, 2(3), 259–268. https://www.ndt.net/article/ NDTDays2019/papers/JNDTD-v2-n3-a03.pdf (in Russian)
[21] Trembovetska, R. V., Halchenko, V. Y., & Tychkov, V. V. (2019). Multiparameter hybrid neural network metamodel of eddy current probes with volumetric structure of excitation system. International Scientific Journal Mathematical Modeling, 4(3), 113–116. https://stumejournals.com/journals/ mm/2019/4/113
[22] Koshevoy, N. D., Gordienko, V. A., & Sukhobrus, Ye. A. (2014). Optimization for the design matrix realization value with the aim to investigate technological processes. Telecommunications and radio engineering, 73(15), 1383–1386. https://doi.org/10.1615/TelecomRadEng.V73.i15.60 (in Russian)
[23] Halchenko, V. Ya., Trembovetska, R. V., Tychkov, V. V., & Storchak, A. V. (2020). The Construction of Effective Multidimensional Computer Designs of Experiments Based on a Quasi-random Additive Recursive Rd–sequence. Applied Computer Systems, 25(1), 70–76. https://doi.org/10.2478/ acss-2020-0009
[24] Brink, H., Richards, J., & Fetherolf, M. (2017). Real-World Machine Learning. Manning Publications Co.
[25] Kuznetsov, B. I., Nikitina, T. B.,& Bovdui, I. V. (2020). Active shielding of magnetic field of overhead power line with phase conductors of triangle arrangement. Tekhnichna elektrodynamika, 4, 25–28. https://doi.org/10.15407/techned2020.04.025

Date

2021.09.06

Type

Article

Identifier

DOI: 10.24425/mms.2021.137128
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