Evaluating the applicability of multi-sensor equipped tamping machines for ballast condition monitoring
•A novel methodology to monitor railway track ballast condition is introduced.•Measurements from a sensor-equipped tamping machine are analysed.•Simultaneously, the condition of the bedding on the tamped sections is evaluated.•Tamping machine measurements show strong dependence on track ballast cond...
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Veröffentlicht in: | Measurement : journal of the International Measurement Confederation 2021-02, Vol.172, p.108881, Article 108881 |
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container_title | Measurement : journal of the International Measurement Confederation |
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creator | Offenbacher, Stefan Antony, Bernhard Barbir, Olja Auer, Florian Landgraf, Matthias |
description | •A novel methodology to monitor railway track ballast condition is introduced.•Measurements from a sensor-equipped tamping machine are analysed.•Simultaneously, the condition of the bedding on the tamped sections is evaluated.•Tamping machine measurements show strong dependence on track ballast condition.
Ballast is a key component of most railway tracks and fulfils crucial tasks. The strong forces induced by train operation, however, wear the stones, and in combination with external pollution the condition of the bedding gradually deteriorates. Track alignment issues arise as a consequence and these are usually corrected by use of tamping machines. The importance of a functioning ballast bed implicates the necessity for sophisticated condition monitoring. A novel approach for addressing this need is presented here. The tamping unit of a high-performance tamping machine has been equipped with multiple sensors, which measure various parameters during every tamping process. A set of recorded data is analysed and compared with the prevailing ballast condition, which is evaluated using proven methods. The results verify that the measurements correlate with the condition of the bedding, thus confirming the assumption that sensor equipped tamping units allow conclusions regarding the condition of track ballast. |
doi_str_mv | 10.1016/j.measurement.2020.108881 |
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Ballast is a key component of most railway tracks and fulfils crucial tasks. The strong forces induced by train operation, however, wear the stones, and in combination with external pollution the condition of the bedding gradually deteriorates. Track alignment issues arise as a consequence and these are usually corrected by use of tamping machines. The importance of a functioning ballast bed implicates the necessity for sophisticated condition monitoring. A novel approach for addressing this need is presented here. The tamping unit of a high-performance tamping machine has been equipped with multiple sensors, which measure various parameters during every tamping process. A set of recorded data is analysed and compared with the prevailing ballast condition, which is evaluated using proven methods. The results verify that the measurements correlate with the condition of the bedding, thus confirming the assumption that sensor equipped tamping units allow conclusions regarding the condition of track ballast.</description><identifier>ISSN: 0263-2241</identifier><identifier>EISSN: 1873-412X</identifier><identifier>DOI: 10.1016/j.measurement.2020.108881</identifier><language>eng</language><publisher>London: Elsevier Ltd</publisher><subject>Ballast ; Ballast condition ; Condition monitoring ; Correlation analysis ; Machinery condition monitoring ; Monitoring systems ; Process parameters ; Railroad ballast ; Railway infrastructure ; Railway networks ; Railway tracks ; Sensors ; Studies ; Tamping ; Tamping machine ; Tamping unit sensors ; Track ballast ; Vibration</subject><ispartof>Measurement : journal of the International Measurement Confederation, 2021-02, Vol.172, p.108881, Article 108881</ispartof><rights>2020 The Authors</rights><rights>Copyright Elsevier Science Ltd. Feb 2021</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c400t-3a82cfdc688fa1ee3a94c61d4d88cdaab36934d9c2d0fc6ca1149066be4fdf793</citedby><cites>FETCH-LOGICAL-c400t-3a82cfdc688fa1ee3a94c61d4d88cdaab36934d9c2d0fc6ca1149066be4fdf793</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://dx.doi.org/10.1016/j.measurement.2020.108881$$EHTML$$P50$$Gelsevier$$Hfree_for_read</linktohtml><link.rule.ids>314,777,781,3537,27905,27906,45976</link.rule.ids></links><search><creatorcontrib>Offenbacher, Stefan</creatorcontrib><creatorcontrib>Antony, Bernhard</creatorcontrib><creatorcontrib>Barbir, Olja</creatorcontrib><creatorcontrib>Auer, Florian</creatorcontrib><creatorcontrib>Landgraf, Matthias</creatorcontrib><title>Evaluating the applicability of multi-sensor equipped tamping machines for ballast condition monitoring</title><title>Measurement : journal of the International Measurement Confederation</title><description>•A novel methodology to monitor railway track ballast condition is introduced.•Measurements from a sensor-equipped tamping machine are analysed.•Simultaneously, the condition of the bedding on the tamped sections is evaluated.•Tamping machine measurements show strong dependence on track ballast condition.
Ballast is a key component of most railway tracks and fulfils crucial tasks. The strong forces induced by train operation, however, wear the stones, and in combination with external pollution the condition of the bedding gradually deteriorates. Track alignment issues arise as a consequence and these are usually corrected by use of tamping machines. The importance of a functioning ballast bed implicates the necessity for sophisticated condition monitoring. A novel approach for addressing this need is presented here. The tamping unit of a high-performance tamping machine has been equipped with multiple sensors, which measure various parameters during every tamping process. A set of recorded data is analysed and compared with the prevailing ballast condition, which is evaluated using proven methods. The results verify that the measurements correlate with the condition of the bedding, thus confirming the assumption that sensor equipped tamping units allow conclusions regarding the condition of track ballast.</description><subject>Ballast</subject><subject>Ballast condition</subject><subject>Condition monitoring</subject><subject>Correlation analysis</subject><subject>Machinery condition monitoring</subject><subject>Monitoring systems</subject><subject>Process parameters</subject><subject>Railroad ballast</subject><subject>Railway infrastructure</subject><subject>Railway networks</subject><subject>Railway tracks</subject><subject>Sensors</subject><subject>Studies</subject><subject>Tamping</subject><subject>Tamping machine</subject><subject>Tamping unit sensors</subject><subject>Track ballast</subject><subject>Vibration</subject><issn>0263-2241</issn><issn>1873-412X</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2021</creationdate><recordtype>article</recordtype><recordid>eNqNkMtKBDEQRYMoOI7-Q8R1j3m0Mb2UwRcIbhTchZqkohm6kzZJC_69PYwLl26qoOreW9Qh5JyzFWdcXW5XA0KZMg4Y60owsZtrrfkBWXB9LZuWi7dDsmBCyUaIlh-Tk1K2jDElO7Ug77df0E9QQ3yn9QMpjGMfLGxCH-o3TZ4OU19DUzCWlCl-TmEc0dEKw7izDGA_QsRC_bzdQN9DqdSm6EINKdIhxVBTnpWn5MhDX_Dsty_J693ty_qheXq-f1zfPDW2Zaw2ErSw3lmltQeOKKFrreKudVpbB7CRqpOt66xwzFtlgfO2Y0ptsPXOX3dySS72uWNOnxOWarZpynE-acQVk91cmJxV3V5lcyolozdjDgPkb8OZ2XE1W_OHq9lxNXuus3e99-L8xlfAbIoNGC26kNFW41L4R8oP9JKK5A</recordid><startdate>202102</startdate><enddate>202102</enddate><creator>Offenbacher, Stefan</creator><creator>Antony, Bernhard</creator><creator>Barbir, Olja</creator><creator>Auer, Florian</creator><creator>Landgraf, Matthias</creator><general>Elsevier Ltd</general><general>Elsevier Science Ltd</general><scope>6I.</scope><scope>AAFTH</scope><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>202102</creationdate><title>Evaluating the applicability of multi-sensor equipped tamping machines for ballast condition monitoring</title><author>Offenbacher, Stefan ; Antony, Bernhard ; Barbir, Olja ; Auer, Florian ; Landgraf, Matthias</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c400t-3a82cfdc688fa1ee3a94c61d4d88cdaab36934d9c2d0fc6ca1149066be4fdf793</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2021</creationdate><topic>Ballast</topic><topic>Ballast condition</topic><topic>Condition monitoring</topic><topic>Correlation analysis</topic><topic>Machinery condition monitoring</topic><topic>Monitoring systems</topic><topic>Process parameters</topic><topic>Railroad ballast</topic><topic>Railway infrastructure</topic><topic>Railway networks</topic><topic>Railway tracks</topic><topic>Sensors</topic><topic>Studies</topic><topic>Tamping</topic><topic>Tamping machine</topic><topic>Tamping unit sensors</topic><topic>Track ballast</topic><topic>Vibration</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Offenbacher, Stefan</creatorcontrib><creatorcontrib>Antony, Bernhard</creatorcontrib><creatorcontrib>Barbir, Olja</creatorcontrib><creatorcontrib>Auer, Florian</creatorcontrib><creatorcontrib>Landgraf, Matthias</creatorcontrib><collection>ScienceDirect Open Access Titles</collection><collection>Elsevier:ScienceDirect:Open Access</collection><collection>CrossRef</collection><jtitle>Measurement : journal of the International Measurement Confederation</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Offenbacher, Stefan</au><au>Antony, Bernhard</au><au>Barbir, Olja</au><au>Auer, Florian</au><au>Landgraf, Matthias</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Evaluating the applicability of multi-sensor equipped tamping machines for ballast condition monitoring</atitle><jtitle>Measurement : journal of the International Measurement Confederation</jtitle><date>2021-02</date><risdate>2021</risdate><volume>172</volume><spage>108881</spage><pages>108881-</pages><artnum>108881</artnum><issn>0263-2241</issn><eissn>1873-412X</eissn><abstract>•A novel methodology to monitor railway track ballast condition is introduced.•Measurements from a sensor-equipped tamping machine are analysed.•Simultaneously, the condition of the bedding on the tamped sections is evaluated.•Tamping machine measurements show strong dependence on track ballast condition.
Ballast is a key component of most railway tracks and fulfils crucial tasks. The strong forces induced by train operation, however, wear the stones, and in combination with external pollution the condition of the bedding gradually deteriorates. Track alignment issues arise as a consequence and these are usually corrected by use of tamping machines. The importance of a functioning ballast bed implicates the necessity for sophisticated condition monitoring. A novel approach for addressing this need is presented here. The tamping unit of a high-performance tamping machine has been equipped with multiple sensors, which measure various parameters during every tamping process. A set of recorded data is analysed and compared with the prevailing ballast condition, which is evaluated using proven methods. The results verify that the measurements correlate with the condition of the bedding, thus confirming the assumption that sensor equipped tamping units allow conclusions regarding the condition of track ballast.</abstract><cop>London</cop><pub>Elsevier Ltd</pub><doi>10.1016/j.measurement.2020.108881</doi><oa>free_for_read</oa></addata></record> |
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subjects | Ballast Ballast condition Condition monitoring Correlation analysis Machinery condition monitoring Monitoring systems Process parameters Railroad ballast Railway infrastructure Railway networks Railway tracks Sensors Studies Tamping Tamping machine Tamping unit sensors Track ballast Vibration |
title | Evaluating the applicability of multi-sensor equipped tamping machines for ballast condition monitoring |
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