A Train-Borne Laser Vibrometer Solution Based on Multisignal Fusion for Self-Contained Railway Track Monitoring
This article develops and tests a self-contained railway track monitoring system that fits in existing vehicles without the need for speed and load control. Combining a train-borne laser Doppler vibrometer and axle box accelerometers enables synchronized measurements of train-track response under operational conditions. Utilizing a GPS antenna and video camera, we propose the multisignal processing method to obtain train-track vibrations with train position and speed. Then, we fuse the multiple signals to extract an impact index and a resonance index and further propose an interpretable anomaly detection strategy. We test the system on an operational line at 20–60 km/h under different working conditions and verify the detection results using information from conventional technologies. The impact index peaks near joints and welds, and the resonance index yields a good correlation with the measured track geometry. The developed solution achieves the detection, localization, and quantification of surface and support anomalies in railway tracks.
Authors
- Yuanchen Zeng (ORCID: https://orcid.org/0000-0003-2332-3729)
- Rolf Dollevoet (ORCID: https://orcid.org/0000-0002-8279-8284)
- Arjen Zoeteman
- Alfredo Núñez (ORCID: https://orcid.org/0000-0001-5610-6689)
- Zili Li (ORCID: https://orcid.org/0000-0003-0507-9101)
Institutions
- Delft University of Technology (NL)
Publication Details
- Journal
- IEEE Transactions on Industrial Informatics
- Published
- 2024-11-25
- DOI
- https://doi.org/10.1109/tii.2024.3485764
- Citations
- 4
- Primary Topic
- Railway Engineering and Dynamics
- Type
- article
- Field-Weighted Citation Impact
- 0.85