A Graphical Analysis Method of Guided Wave Modes in Rails
Source abstract
Abstract
The cross-section of a rail has a complex geometry, and there are many propagating modes of ultrasonic guided waves in a rail. The analysis of mode shapes or the cross-sectional wave structure is of high significance to the design of an appropriate wave excitation approach for long-range defect detection of a rail. Traditionally, the semi-analytical finite elements (SAFE) method is used to obtain ultrasonic guided waves’ dispersion curves of a rail. Then, through solving the eigenvectors, it is able to calculate the displacement values of discrete nodes in three degrees of freedom (DOFs) and further obtain the wave structures. In this paper, a graphical analysis method of guided wave mode shapes is proposed. The displacements of each node in three DOFs are converted into Red Green Blue (RGB) image pixels, and the complex vibration vector data is expressed by an image. Therefore, the graphical analysis of mode shapes can be realized by using conventional image processing methods without the design of special data processing algorithms. This will improve the processing efficiency, and it is more intuitive and easier to analyze the vibration displacements represented by the image. The simulation results show that the proposed graphical analysis method can quickly and precisely locate the excitation position of the guided wave mode in the rail. By adopting image processing methods, such as the K-means clustering algorithm, the guided wave modes at a 35 kHz frequency in a rail are classified according to their mode shapes. Classification is essential for exploring the relations and fundamentals of vibrations in modes. The graphical analysis method proposed in this paper provides a novel method for the mode analysis of guided waves in rails.
Source: crossref · Quality: baseline
Research context
OpenAlex topics: Ultrasonics and Acoustic Wave Propagation · Non-Destructive Testing Techniques · Welding Techniques and Residual Stresses
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
School of Mechanical, Electronic, and Control Engineering, Beijing Jiaotong University, Beijing 100044, China
Key Laboratory of Vehicle Advanced Manufacturing, Measuring, and Control Technology, Beijing Jiaotong University, Ministry of Education, Beijing 100044, China
Funding
This research was funded by the National Key Research and Development Program of China
References (25)
Show source-provided references
1. Practical long range guided wave testing: Application to pipes and rails
2. The reflection of guided waves from notches in pipes: A guide for interpreting corrosion measurements10.1016/j.ndteint.2003.09.004 ↗
3. Excitation and Propagation of Nonaxisymmetric Guided Waves in a Hollow Cylinder10.1121/1.1315290 ↗
4. Rose, J.L. (2014). Ultrasonic Guided Waves in Solid Media, Cambridge University Press.10.1017/CBO9781107273610 ↗
5. Loveday, P.W. (2008, January 2–5). Modeling and Measurement of Piezoelectric Ultrasonic Transducers for Transmitting Guided Waves in Rails. Proceedings of the IEEE International Ultrasonics Symposium, Beijing, China.10.1109/ULTSYM.2008.0101 ↗
6. Development of piezoelectric transducers for a railway integrity monitoring system
7. A semi-analytical approach for the geometrically nonlinear analysis of trapezoidal plates10.1016/j.ijmecsci.2010.07.008 ↗
8. Fei, D., and Chimenti, D.E. (2001). Single-Scan Elastic Property Estimation in Plates. Acoust. Res. Lett. Online, 49–55.10.1121/1.1353376 ↗
9. Guided wave dispersion curves for a bar with an arbitrary cross-section, a rod and rail example10.1016/S0041-624X(03)00097-0 ↗
10. Laser vibrometer measurement of guided wave modes in rail track10.1016/j.ultras.2014.11.010 ↗
11. Mode repulsion of ultrasonic guided waves in rails10.1016/j.ultras.2017.11.014 ↗
12. Assessment of Quantitative and Qualitative Characteristics of Ultrasonic Guided Wave Phase Velocity Measurement Technique10.1007/s10921-017-0404-x ↗
13. Otero, J., Galarza, N., Rubio, B., and Moreno, E. (2009, January 20–23). Semi-analytical finite elements methods for dispersion curves using higher order elements for long range ultrasonic testing. Proceedings of the IEEE International Ultrasonics Symposium, Rome, Italy.10.1109/ULTSYM.2009.5441644 ↗
14. Ultrasonic Field Modeling: A Comparison of Analytical, Semi-Analytical, and Numerical Techniques10.1109/TUFFC.2010.1753 ↗
15. Semi-analytical finite element analysis of elastic waveguides subjected to axial loads10.1016/j.ultras.2008.10.018 ↗
16. Guided wave propagation in metallic and resin plates loaded with water on single surface10.1063/1.4940475 ↗
17. Wave structure analysis of guided waves in a bar with an arbitrary cross-section10.1016/j.ultras.2005.06.006 ↗
18. Time–transient response for ultrasonic guided waves propagating in damped cylinders10.1016/j.ijsolstr.2008.07.028 ↗
19. Stress dependence of guided waves in rails
20. Energy consumption optimization of train operation for railway systems: Algorithm development and real-world case study10.1016/j.jclepro.2019.01.023 ↗
21. Research on method for mode selection of guided ultrasonic waves in stress measurement of rails
22. An Ultrasonic Guided Wave Mode Excitation Method in Rails10.1109/ACCESS.2018.2875123 ↗
23. Novel Registration and Fusion Algorithm for Multimodal Railway Images with Different Field of Views10.1155/2018/7836169 ↗
24. Modeling wave propagation in damped waveguides of arbitrary cross-section10.1016/j.jsv.2006.01.021 ↗
25. Massive face image retrieval based on depth feature clustering