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Correlation Analysis and Verification of Railway Crossing Condition Monitoring
This paper presents a correlation analysis of the structural dynamic responses and weather conditions of a railway crossing. Prior to that, the condition monitoring of the crossing as well as the indicators for crossing condition assessment are briefly introduced. In the correlation analysis, strong...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806185/ https://www.ncbi.nlm.nih.gov/pubmed/31561524 http://dx.doi.org/10.3390/s19194175 |
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author | Liu, X. Markine, V. L. |
author_facet | Liu, X. Markine, V. L. |
author_sort | Liu, X. |
collection | PubMed |
description | This paper presents a correlation analysis of the structural dynamic responses and weather conditions of a railway crossing. Prior to that, the condition monitoring of the crossing as well as the indicators for crossing condition assessment are briefly introduced. In the correlation analysis, strong correlations are found between acceleration responses with irregular contact ratios and the fatigue area. The correlation results between the dynamic responses and weather variables indicate the influence of weather on the performance of the crossing, which is verified using a numerical vehicle-crossing model developed using the multi-body system (MBS) method. The combined correlation and simulation results also indicate degraded track conditions of the monitored crossing. In the condition monitoring of railway crossings, the findings of this study can be applied to data measurement simplification and regression, as well as to assessing the conditions of railway crossings. |
format | Online Article Text |
id | pubmed-6806185 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-68061852019-11-07 Correlation Analysis and Verification of Railway Crossing Condition Monitoring Liu, X. Markine, V. L. Sensors (Basel) Article This paper presents a correlation analysis of the structural dynamic responses and weather conditions of a railway crossing. Prior to that, the condition monitoring of the crossing as well as the indicators for crossing condition assessment are briefly introduced. In the correlation analysis, strong correlations are found between acceleration responses with irregular contact ratios and the fatigue area. The correlation results between the dynamic responses and weather variables indicate the influence of weather on the performance of the crossing, which is verified using a numerical vehicle-crossing model developed using the multi-body system (MBS) method. The combined correlation and simulation results also indicate degraded track conditions of the monitored crossing. In the condition monitoring of railway crossings, the findings of this study can be applied to data measurement simplification and regression, as well as to assessing the conditions of railway crossings. MDPI 2019-09-26 /pmc/articles/PMC6806185/ /pubmed/31561524 http://dx.doi.org/10.3390/s19194175 Text en © 2019 by the authors. 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 (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, X. Markine, V. L. Correlation Analysis and Verification of Railway Crossing Condition Monitoring |
title | Correlation Analysis and Verification of Railway Crossing Condition Monitoring |
title_full | Correlation Analysis and Verification of Railway Crossing Condition Monitoring |
title_fullStr | Correlation Analysis and Verification of Railway Crossing Condition Monitoring |
title_full_unstemmed | Correlation Analysis and Verification of Railway Crossing Condition Monitoring |
title_short | Correlation Analysis and Verification of Railway Crossing Condition Monitoring |
title_sort | correlation analysis and verification of railway crossing condition monitoring |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6806185/ https://www.ncbi.nlm.nih.gov/pubmed/31561524 http://dx.doi.org/10.3390/s19194175 |
work_keys_str_mv | AT liux correlationanalysisandverificationofrailwaycrossingconditionmonitoring AT markinevl correlationanalysisandverificationofrailwaycrossingconditionmonitoring |