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Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements
Railway switches and crossings (S&C) are among the most important high-value components in a railway network and a failure of such an asset could result in severe network disturbance. Therefore, potential defects need to be detected at an early stage to prevent traffic-disturbing downtime or eve...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098786/ https://www.ncbi.nlm.nih.gov/pubmed/37050726 http://dx.doi.org/10.3390/s23073666 |
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author | Zuo, Yang Lundberg, Jan Najeh, Taoufik Rantatalo, Matti Odelius, Johan |
author_facet | Zuo, Yang Lundberg, Jan Najeh, Taoufik Rantatalo, Matti Odelius, Johan |
author_sort | Zuo, Yang |
collection | PubMed |
description | Railway switches and crossings (S&C) are among the most important high-value components in a railway network and a failure of such an asset could result in severe network disturbance. Therefore, potential defects need to be detected at an early stage to prevent traffic-disturbing downtime or even severe accidents. A squat is a common defect of S&Cs that has to be monitored and repaired to reduce such risks. In this study, a testbed including a full-scale S&C and a bogie wagon was developed. Vibrations were measured for different squat sizes by an accelerometer mounted at the point machine. A method of processing the vibration data and the speed data is proposed to investigate the possibility of detecting and quantifying the severity of a squat. One key technology used is wavelet denoising. The study shows that it is possible to monitor the development of the squat size on the rail up to around 13 m from the point machine. The relationships between the normalised peak-to-peak amplitude of the vibration signal and the squat depth were also estimated. |
format | Online Article Text |
id | pubmed-10098786 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100987862023-04-14 Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements Zuo, Yang Lundberg, Jan Najeh, Taoufik Rantatalo, Matti Odelius, Johan Sensors (Basel) Article Railway switches and crossings (S&C) are among the most important high-value components in a railway network and a failure of such an asset could result in severe network disturbance. Therefore, potential defects need to be detected at an early stage to prevent traffic-disturbing downtime or even severe accidents. A squat is a common defect of S&Cs that has to be monitored and repaired to reduce such risks. In this study, a testbed including a full-scale S&C and a bogie wagon was developed. Vibrations were measured for different squat sizes by an accelerometer mounted at the point machine. A method of processing the vibration data and the speed data is proposed to investigate the possibility of detecting and quantifying the severity of a squat. One key technology used is wavelet denoising. The study shows that it is possible to monitor the development of the squat size on the rail up to around 13 m from the point machine. The relationships between the normalised peak-to-peak amplitude of the vibration signal and the squat depth were also estimated. MDPI 2023-03-31 /pmc/articles/PMC10098786/ /pubmed/37050726 http://dx.doi.org/10.3390/s23073666 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Zuo, Yang Lundberg, Jan Najeh, Taoufik Rantatalo, Matti Odelius, Johan Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements |
title | Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements |
title_full | Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements |
title_fullStr | Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements |
title_full_unstemmed | Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements |
title_short | Squat Detection of Railway Switches and Crossings Using Point Machine Vibration Measurements |
title_sort | squat detection of railway switches and crossings using point machine vibration measurements |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10098786/ https://www.ncbi.nlm.nih.gov/pubmed/37050726 http://dx.doi.org/10.3390/s23073666 |
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