Magnetic non-destructive evaluation of the silicon distribution in a Si-gradient silicon steel lamination
Source abstract
Abstract
Electrical steel, characterised by high permeability and low core loss, is essential for producing electrical converters. While adding silicon enhances its magnetic properties, higher silicon content reduces ductility, complicating traditional manufacturing processes. To address this, chemical vapour deposition (CVD) has been introduced to increase silicon content without mechanical contact. The local evaluation of CVD-treated steel is critical to prevent process-related issues and unexpected magnetic behaviours. Low-frequency magnetic incremental permeability (LF-MIP) has emerged as a promising non-destructive, localised surface method for this purpose. Although the correlation between magnetic indicators and silicon content is well-established under standard conditions, real-time, localised evaluation remains largely unexplored. In this work, we combine LF-MIP measurements with simulation results to propose an innovative method for assessing the complete silicon diffusion profile. Experimental results and simulations were integrated into a reference chart for post-processing, enabling precise predictions of silicon profiles in blind tests. With a relative Euclidean distance of less than 2% between our method’s predictions and destructive tests on CVD-treated 10JNHF600 specimens, the method is considered validated.
Source: openalex_inverted_index · Quality: baseline
Research context
OpenAlex topics: Magnetic Properties and Applications · Microstructure and Mechanical Properties of Steels · Metallic Glasses and Amorphous Alloys
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Univ. Lyon, INSA Lyon, LGEF EA682, F-69621
Tohoku University
University of Buea
References (41)
Show source-provided references
1. 10.1049/ip-a-2.1990.003910.1049/ip-a-2.1990.0039 ↗
2. 10.1016/j.jmmm.2008.07.00310.1016/j.jmmm.2008.07.003 ↗
3. MarketsandMarkets. ‘Electrical steel market by type (non-grain-oriented and grain-oriented) application (transformer motors inductors) end-user industry (automotive energy manufacturing household appliances) and region - global forecast to 2028’. MarketsandMarkets. 2024 [cited 2025 Feb 27]. Available from: https://www.marketsandmarkets.com
4. 10.1016/j.jmmm.2019.02.08910.1016/j.jmmm.2019.02.089 ↗
5. 10.1109/20.70646910.1109/20.706469 ↗
6. 10.1109/978047054462410.1109/9780470544624 ↗
7. 10.1002/047134608X.W4504.pub210.1002/047134608X.W4504.pub2 ↗
8. 10.1080/02670836.2017.129551910.1080/02670836.2017.1295519 ↗
9. 10.1016/0304-8853(96)00128-X10.1016/0304-8853(96)00128-X ↗
10. 10.1063/1.34237310.1063/1.342373 ↗
11. 10.1016/j.matchar.2016.11.00610.1016/j.matchar.2016.11.006 ↗
12. 10.1016/j.jmmm.2007.05.03010.1016/j.jmmm.2007.05.030 ↗
13. Mattox DM. Handbook of physical vapor deposition (PVD) processing. Oxford, United Kingdom: William Andrew; 2010.
14. 10.1007/978-94-017-0369-710.1007/978-94-017-0369-7 ↗
15. 10.1063/1.500719010.1063/1.5007190 ↗
16. 10.1617/s11527-014-0292-910.1617/s11527-014-0292-9 ↗
17. 10.1007/978-4-431-66988-3_410.1007/978-4-431-66988-3_4 ↗
18. 10.1016/B978-0-323-91150-4.00009-410.1016/B978-0-323-91150-4.00009-4 ↗
19. 10.1784/insi.2018.60.8.45110.1784/insi.2018.60.8.451 ↗
20. Ducharne B, Deffo YAT, Zhang S, et al. Carburization depth evaluation from magnetic non-destructive testing. Vol. 137. NDT E Inter; 2023. p. 102864.
21. Lberni H, Ducharne B, Petitpré H, et al. Low-frequency magnetic incremental permeability for the non-destructive evaluation of hardness profile after carburization treatment with large case hardening depth. NDT E Inter; 2024. p. 103248.
22. 10.1016/j.jmmm.2023.17123610.1016/j.jmmm.2023.171236 ↗
23. 10.1016/j.jmmm.2024.17264310.1016/j.jmmm.2024.172643 ↗
24. 10.1063/1.165668010.1063/1.1656680 ↗
25. 10.1016/j.jmmm.2020.16669510.1016/j.jmmm.2020.166695 ↗
26. 10.1016/j.ndteint.2019.03.00610.1016/j.ndteint.2019.03.006 ↗
27. 10.1016/j.ndteint.2020.10239910.1016/j.ndteint.2020.102399 ↗
28. 10.1007/978-1-4613-0979-6_7110.1007/978-1-4613-0979-6_71 ↗
29. 10.1016/j.jmmm.2019.01.10310.1016/j.jmmm.2019.01.103 ↗
30. 10.1007/s42835-022-01318-610.1007/s42835-022-01318-6 ↗
31. JFE Steel Corporation. Electrical steel sheets: grain-oriented and non-oriented electrical steel. Technical Catalog No. F1E-001-08. Tokyo Japan: JFE Steel Corporation; 2018. Available from: https://www.jfe-steel.co.jp/en/products/electrical/catalog/f1e-001.pdf
32. 10.1016/B978-0-444-53770-6.00005-810.1016/B978-0-444-53770-6.00005-8 ↗
33. Lazarus D. Diffusion in metals Frederick, S, David, T (eds). In: Solid state physics. Vol. 10. New York: Academic Press; 1960. p. 71–126.
34. Stark JP. Solid state diffusion. (New York): Wiley; 1976. p. 1–25.
35. Ivanov OA. Easy as p?: An introduction to higher mathematics. Berlin, Germany: Springer Science & Business Media; 1999.
36. 10.1109/TIM.2022.319919810.1109/TIM.2022.3199198 ↗
37. Pattanaik AK, Sarin VK. Basic principles of CVD thermodynamics and kinetics Michael, LH, Jens-Olof, C (eds). In: Chemical vapor deposition. Vol. 2. Materials Park: ASM International; 2001. p. 23–43.
38. Crank J. The mathematics of diffusion. Oxford, United Kingdom: Oxford University Press; 1979.
39. Ohring M. Materials science of thin films: depositon and structure. San Diego, California, USA: Academic Press; 2002.
40. Glicksman ME. Diffusion in solids: field theory, solid-state principles, and applications. Hoboken, New Jersey, USA: John Wiley & Sons; 2022.
41. 10.1007/978-3-540-71488-010.1007/978-3-540-71488-0 ↗