journal article·2026-03

A magnetic flux leakage inversion model for rail white etching layer thickness integrating physical mechanism and data-driven approaches

Kailun Ji, Longhui Xiong, Wei Yuan, Ping Wang, Jianjun Qu, Pan Liu

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OpenAlex topics: Magnetic Properties and Applications · Non-Destructive Testing Techniques · Magnetic properties of thin films

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References (19)

Show source-provided references
1. Effect of wear on rolling contact fatigue crack growth in rails10.1016/j.triboint.2015.08.035 ↗
2. Critical analysis of RCF rail defects classification10.1016/j.trpro.2022.06.294 ↗
3. An attempt to generate mechanical white etching layer on rail surface on a new rolling contact test bench10.1016/j.wear.2021.203945 ↗
4. White etching layer (WEL) formation in different rail grades after grinding operations in the field
5. Investigation of the formation of corrugation-induced rail squats based on extensive field monitoring10.1016/j.ijfatigue.2018.03.002 ↗
6. On the mechanism of squat formation on train rails - part I: origination10.1016/j.ijfatigue.2012.04.023 ↗
7. Development of white etching layers on rails: simulations and experiments10.1016/j.wear.2016.03.028 ↗
8. On the mechanism of squat formation on train rails - part II: growth10.1016/j.ijfatigue.2012.04.019 ↗
9. Evolution of thermally induced white etching layer at rail surface during multiple wheel/train passages10.1016/j.ijfatigue.2022.106799 ↗
10. Surface damage on new AS60 rail caused by wheel slip10.1016/j.engfailanal.2012.01.002 ↗
11. Early stages of rail squat formation and the role of a white etching layer10.1016/j.ijfatigue.2013.02.016 ↗
12. The potential for suppressing rail defect growth through tailoring rail thermo-mechanical properties10.1016/j.wear.2016.06.022 ↗
13. Features extraction of sensor array based PMFL technology for detection of rail cracks10.1016/j.measurement.2013.09.047 ↗
14. Electromagnetic pulsed eddy current and Barkhausen noise for rail inspection: a multi-physics approach
15. Multi-microstructural characterization of white and brown etching layers in rail tracks
16. Grinding-induced martensitic white etching layer and its correlation with surface cracking in rails
17. Analytical solution of magneto-mechanical magnetic dipole model for metal magnetic memory method10.7498/aps.70.20200937 ↗
18. The microstructure analysis of white etching layer on treads of rails - ScienceDirect10.1016/j.engfailanal.2017.06.018 ↗
19. Numerical determination of hysteresis parameters for the modeling of magnetic properties using the theory of ferromagnetic hysteresis10.1109/20.119813 ↗