journal article·2026-10

Research on a stress detection method based on magnetization-enhanced metal magnetic memory

Wan Wan, Fupeng Zhou, Benniu Zhang, Tian Zhao, Liangshuo Zhang, Xin Li, Jinglin Pan

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OpenAlex topics: Magnetic Properties and Applications · Magnetic properties of thin films · Magnetic Field Sensors Techniques

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References (22)

Show source-provided references
1. Research progress of residual stress measurement methods
2. Residual stress and distortion in fusion welding: key advances, challenges and future opportunities
3. A study of metal properties using the method of magnetic memory10.1007/BF02469065 ↗
4. Overview of researches on the nondestructive testing method of metal magnetic memory: Status and challenges10.1007/s10921-020-00688-z ↗
5. A review of metal magnetic memory technology in civil engineering10.1016/j.jmmm.2024.172231 ↗
6. Research progress on magnetic memory nondestructive testing10.1016/j.jmmm.2022.170245 ↗
7. Pipeline damage detection based on metal magnetic memory10.1109/TMAG.2021.3084808 ↗
8. Crack propagation characterization and statistical evaluation of fatigue life for locally corroded bridge steel based on metal magnetic memory method10.1016/j.jmmm.2021.168136 ↗
9. Quantitative Evaluation of Corrosion Defects on Structural Steel Plates via Metal Magnetic Memory Method10.1080/09349847.2023.2221196 ↗
10. Experiment and simulation of metal magnetic memory testing on the bending steel beam with surface defects10.1016/j.jmmm.2025.173536 ↗
11. Fatigue damage detection and assessment of standard plate specimens via metal magnetic memory testing10.1016/j.ndteint.2026.103656 ↗
12. A systematic review of advanced sensor Technologies for non-Destructive Testing and Structural Health Monitoring10.3390/s23042204 ↗
13. Residual magnetic field testing system with tunneling magneto-resistive arrays for crack inspection in ferromagnetic pipes10.3390/s24113259 ↗
14. Difference between stress and magnetism relationships of ferromagnetic materials under tensile and compressive stresses10.1016/j.rinp.2021.104572 ↗
15. Quantitative measurement of stress in steel bars under repetitive tensile load based on force-magnetic coupling effect10.1016/j.measurement.2022.111820 ↗
16. Effect of tensile stress on metal magnetic memory signals during on-line measurement in ferromagnetic steel10.1016/j.ndteint.2020.102378 ↗
17. Influence of tensile stress on magnetic flux leakage signal of ferromagnetic steel after overcoming initial magnetization disturbance10.1016/j.ndteint.2022.102758 ↗
18. Flexible anisotropic magnetoresistive sensors for novel magnetic flux leakage testing capabilities10.1016/j.ndteint.2024.103160 ↗
19. Evaluation of Pipe Thickness by Magnetic Hammer Test with a Tunnel Magnetoresistive Sensor10.3390/s24051620 ↗
20. Numerical analysis of physics-informed neural networks and related models in physics-informed machine learning10.1017/S0962492923000089 ↗
21. Physics‐Informed Deep‐Learning For Elasticity: Forward, Inverse, and Mixed Problems
22. Physics-informed neural networks for solving inverse problems in phase field models10.1016/j.neunet.2025.107665 ↗