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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...

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Autores principales: Zuo, Yang, Lundberg, Jan, Najeh, Taoufik, Rantatalo, Matti, Odelius, Johan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
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.
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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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