{"id":"https://openalex.org/W2888874594","doi":"https://doi.org/10.1109/icphm.2018.8448864","title":"Condition monitoring of wheel wear for high-speed trains: A data-driven approach","display_name":"Condition monitoring of wheel wear for high-speed trains: A data-driven approach","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2888874594","doi":"https://doi.org/10.1109/icphm.2018.8448864","mag":"2888874594"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2018.8448864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049812349","display_name":"Peiwen Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Peiwen Xu","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026898193","display_name":"Weiran Yao","orcid":"https://orcid.org/0000-0002-6570-3888"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Weiran Yao","raw_affiliation_strings":["Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering, Carnegie Mellon University, Pittsburgh, PA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115565883","display_name":"Yang Zhao","orcid":"https://orcid.org/0000-0003-1571-5394"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Yang Zhao","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100611984","display_name":"Cai Yi","orcid":"https://orcid.org/0000-0001-5641-6791"},"institutions":[{"id":"https://openalex.org/I102345215","display_name":"Xihua University","ror":"https://ror.org/04gwtvf26","country_code":"CN","type":"education","lineage":["https://openalex.org/I102345215"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cai Yi","raw_affiliation_strings":["School of Automobile and Transportation, Xihua University, Chengdu, Sichuan"],"affiliations":[{"raw_affiliation_string":"School of Automobile and Transportation, Xihua University, Chengdu, Sichuan","institution_ids":["https://openalex.org/I102345215"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072153786","display_name":"Lishuai Li","orcid":"https://orcid.org/0000-0002-0990-5119"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Lishuai Li","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071321838","display_name":"Jianhui Lin","orcid":"https://orcid.org/0000-0002-5868-9360"},"institutions":[{"id":"https://openalex.org/I4800084","display_name":"Southwest Jiaotong University","ror":"https://ror.org/00hn7w693","country_code":"CN","type":"education","lineage":["https://openalex.org/I4800084"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhui Lin","raw_affiliation_strings":["Traction Power State Key Laboratory, Southwest Jiaotong University, Chengdu, Sichuan"],"affiliations":[{"raw_affiliation_string":"Traction Power State Key Laboratory, Southwest Jiaotong University, Chengdu, Sichuan","institution_ids":["https://openalex.org/I4800084"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002878668","display_name":"Kwok\u2010Leung Tsui","orcid":"https://orcid.org/0000-0002-0558-2279"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Kwok Leung Tsui","raw_affiliation_strings":["Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Systems Engineering and Engineering Management, City University of Hong Kong, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]}],"institution_assertions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.686,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":8,"citation_normalized_percentile":{"value":0.837529,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":83,"max":84},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10842","display_name":"Railway Engineering and Dynamics","score":0.9999,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9812,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11568","display_name":"Railway Systems and Energy Efficiency","score":0.9696,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/condition-monitoring","display_name":"Condition Monitoring","score":0.7359812},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.50527793},{"id":"https://openalex.org/keywords/degradation","display_name":"Degradation","score":0.44302452}],"concepts":[{"id":"https://openalex.org/C190839683","wikidata":"https://www.wikidata.org/wiki/Q2448197","display_name":"Train","level":2,"score":0.89940804},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.7359812},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.7139696},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6241217},{"id":"https://openalex.org/C198394728","wikidata":"https://www.wikidata.org/wiki/Q3695508","display_name":"Vibration","level":2,"score":0.54558504},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.52073765},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5072279},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.50527793},{"id":"https://openalex.org/C70452415","wikidata":"https://www.wikidata.org/wiki/Q3182448","display_name":"Predictive maintenance","level":2,"score":0.49278882},{"id":"https://openalex.org/C2779679103","wikidata":"https://www.wikidata.org/wiki/Q5251805","display_name":"Degradation (telecommunications)","level":2,"score":0.44302452},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.43294936},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3870777},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2540623},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icphm.2018.8448864","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.65}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":20,"referenced_works":["https://openalex.org/W143940889","https://openalex.org/W1964551425","https://openalex.org/W1977278824","https://openalex.org/W1990351237","https://openalex.org/W2002214834","https://openalex.org/W2007221293","https://openalex.org/W2018545313","https://openalex.org/W2020997493","https://openalex.org/W2034562813","https://openalex.org/W2034646071","https://openalex.org/W2055233264","https://openalex.org/W2056686018","https://openalex.org/W2067376192","https://openalex.org/W2081618016","https://openalex.org/W2081724912","https://openalex.org/W2100213030","https://openalex.org/W2129249398","https://openalex.org/W2137570937","https://openalex.org/W2237245042","https://openalex.org/W2498631646"],"related_works":["https://openalex.org/W57526933","https://openalex.org/W4361274616","https://openalex.org/W3195564279","https://openalex.org/W2908973203","https://openalex.org/W2538175343","https://openalex.org/W2527510741","https://openalex.org/W2495537019","https://openalex.org/W2337958200","https://openalex.org/W1996858460","https://openalex.org/W1660921355"],"abstract_inverted_index":{"Condition":[0],"monitoring,":[1],"as":[2],"part":[3],"of":[4,17,40,61,73],"the":[5,12,38,58,94,99,119,145],"intelligent":[6],"infrastructure":[7,22],"concept,":[8],"can":[9,23,124,134],"significantly":[10],"improve":[11],"reliability,":[13],"safety":[14],"and":[15,43,77,82,92,123,148],"efficiency":[16],"rail":[18],"operations.":[19,33,131],"Degradation":[20],"in":[21,109],"be":[24,125,135],"detected":[25],"before":[26],"a":[27,71,113],"problem":[28],"occurs,":[29],"without":[30],"interrupting":[31],"normal":[32],"This":[34],"paper":[35],"contributes":[36],"to":[37,56,84,128,137],"development":[39],"analytics":[41],"tools":[42],"methods":[44,79],"for":[45],"condition":[46],"monitoring":[47],"using":[48,64,101],"sensor":[49],"data.":[50],"A":[51],"data-driven":[52],"method":[53,100,120,133],"is":[54,121],"proposed":[55],"monitor":[57],"wheel":[59,95],"wear":[60],"high-speed":[62,107],"trains":[63,108],"onboard":[65],"vibration":[66,90],"sensors.":[67],"In":[68],"this":[69],"method,":[70],"number":[72],"signal":[74],"processing":[75],"techniques":[76],"statistical":[78],"are":[80],"applied":[81,127],"extended":[83,136],"extract":[85],"useful":[86],"information":[87],"from":[88,106],"multi-location":[89],"data":[91,104],"estimate":[93],"wear.":[96],"We":[97],"test":[98],"real":[102,129],"operational":[103],"collected":[105],"China":[110],"over":[111],"half":[112],"year.":[114],"Preliminary":[115],"results":[116],"show":[117],"that":[118],"accurate":[122],"easily":[126],"world":[130],"The":[132],"provide":[138],"fault":[139],"or":[140],"degradation":[141],"predictions,":[142],"which":[143],"reduces":[144],"in-service":[146],"failures,":[147],"enables":[149],"predictive":[150],"maintenance.":[151]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2888874594","counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":1}],"updated_date":"2024-12-31T10:57:19.488190","created_date":"2018-09-07"}