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Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses

This paper presents methods for continuous condition monitoring of railway switches and crossings (S&C, turnout) via sleeper-mounted accelerometers at the crossing transition. The methods are developed from concurrently measured sleeper accelerations and scanned crossing geometries from six in s...

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Autores principales: Milosevic, Marko D. G., Pålsson, Björn A., Nissen, Arne, Nielsen, Jens C. O., Johansson, Håkan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838570/
https://www.ncbi.nlm.nih.gov/pubmed/35161758
http://dx.doi.org/10.3390/s22031012
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author Milosevic, Marko D. G.
Pålsson, Björn A.
Nissen, Arne
Nielsen, Jens C. O.
Johansson, Håkan
author_facet Milosevic, Marko D. G.
Pålsson, Björn A.
Nissen, Arne
Nielsen, Jens C. O.
Johansson, Håkan
author_sort Milosevic, Marko D. G.
collection PubMed
description This paper presents methods for continuous condition monitoring of railway switches and crossings (S&C, turnout) via sleeper-mounted accelerometers at the crossing transition. The methods are developed from concurrently measured sleeper accelerations and scanned crossing geometries from six in situ crossing panels. These measurements combined with a multi-body simulation (MBS) model with a structural track model and implemented scanned crossing geometries are used to derive the link between the crossing geometry condition and the resulting track excitation. From this analysis, a crossing condition indicator [Formula: see text] is proposed. The indicator is defined as the root mean square (RMS) of a track response signal γ that has been band-passed between frequencies corresponding to track deformation wavelength bounds of [Formula: see text] and [Formula: see text] for the vehicle passing speed (f = v/ [Formula: see text]). In this way, the indicator ignores the quasi-static track response with wavelengths predominantly above [Formula: see text] and targets the dynamic track response caused by the kinematic wheel-crossing interaction governed by the crossing geometry. For the studied crossing panels, the indicator [Formula: see text] ([Formula: see text] and [Formula: see text]) was evaluated for γ = u, v, or a as in displacements, velocities, and accelerations, respectively. It is shown that this condition indicator has a strong correlation with vertical wheel–rail contact forces that is sustained for various track conditions. Further, model calibrations were performed to measured sleeper displacements for the six investigated crossing panels. The calibrated models show (1) a good agreement between measured and simulated sleeper displacements for the lower frequency quasi-static track response and (2) improved agreement for the dynamic track response at higher frequencies. The calibration also improved the agreement between measurements and simulation for the crossing condition indicator demonstrating the value of model calibration for condition monitoring purposes.
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spelling pubmed-88385702022-02-13 Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses Milosevic, Marko D. G. Pålsson, Björn A. Nissen, Arne Nielsen, Jens C. O. Johansson, Håkan Sensors (Basel) Article This paper presents methods for continuous condition monitoring of railway switches and crossings (S&C, turnout) via sleeper-mounted accelerometers at the crossing transition. The methods are developed from concurrently measured sleeper accelerations and scanned crossing geometries from six in situ crossing panels. These measurements combined with a multi-body simulation (MBS) model with a structural track model and implemented scanned crossing geometries are used to derive the link between the crossing geometry condition and the resulting track excitation. From this analysis, a crossing condition indicator [Formula: see text] is proposed. The indicator is defined as the root mean square (RMS) of a track response signal γ that has been band-passed between frequencies corresponding to track deformation wavelength bounds of [Formula: see text] and [Formula: see text] for the vehicle passing speed (f = v/ [Formula: see text]). In this way, the indicator ignores the quasi-static track response with wavelengths predominantly above [Formula: see text] and targets the dynamic track response caused by the kinematic wheel-crossing interaction governed by the crossing geometry. For the studied crossing panels, the indicator [Formula: see text] ([Formula: see text] and [Formula: see text]) was evaluated for γ = u, v, or a as in displacements, velocities, and accelerations, respectively. It is shown that this condition indicator has a strong correlation with vertical wheel–rail contact forces that is sustained for various track conditions. Further, model calibrations were performed to measured sleeper displacements for the six investigated crossing panels. The calibrated models show (1) a good agreement between measured and simulated sleeper displacements for the lower frequency quasi-static track response and (2) improved agreement for the dynamic track response at higher frequencies. The calibration also improved the agreement between measurements and simulation for the crossing condition indicator demonstrating the value of model calibration for condition monitoring purposes. MDPI 2022-01-28 /pmc/articles/PMC8838570/ /pubmed/35161758 http://dx.doi.org/10.3390/s22031012 Text en © 2022 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
Milosevic, Marko D. G.
Pålsson, Björn A.
Nissen, Arne
Nielsen, Jens C. O.
Johansson, Håkan
Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses
title Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses
title_full Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses
title_fullStr Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses
title_full_unstemmed Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses
title_short Condition Monitoring of Railway Crossing Geometry via Measured and Simulated Track Responses
title_sort condition monitoring of railway crossing geometry via measured and simulated track responses
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8838570/
https://www.ncbi.nlm.nih.gov/pubmed/35161758
http://dx.doi.org/10.3390/s22031012
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