{"id":"https://openalex.org/W4392980840","doi":"https://doi.org/10.1109/icaiic60209.2024.10463208","title":"Fault Diagnosis of High-Speed Railway Track Grinding Motor Using Convolutional Neural Network","display_name":"Fault Diagnosis of High-Speed Railway Track Grinding Motor Using Convolutional Neural Network","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392980840","doi":"https://doi.org/10.1109/icaiic60209.2024.10463208"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic60209.2024.10463208","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaiic60209.2024.10463208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"},"type":"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/A5066610564","display_name":"Qicai Zhou","orcid":"https://orcid.org/0000-0003-3311-7638"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qicai Zhou","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University,Shanghai,China","School of Mechanical Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026482574","display_name":"Xiaoyong Zhong","orcid":"https://orcid.org/0000-0002-8169-7633"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyong Zhong","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University,Shanghai,China","School of Mechanical Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110212589","display_name":"Xiaolei Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolei Xiong","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University,Shanghai,China","School of Mechanical Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087998338","display_name":"Jiong Zhao","orcid":"https://orcid.org/0000-0002-7411-0734"},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiong Zhao","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University,Shanghai,China","School of Mechanical Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101320518","display_name":"Jiewu Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiewu Huang","raw_affiliation_strings":["School of Mechanical Engineering, Tongji University,Shanghai,China","School of Mechanical Engineering, Tongji University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University,Shanghai,China","institution_ids":["https://openalex.org/I116953780"]},{"raw_affiliation_string":"School of Mechanical Engineering, Tongji University, Shanghai, China","institution_ids":["https://openalex.org/I116953780"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066610564"],"corresponding_institution_ids":["https://openalex.org/I116953780"],"apc_list":null,"apc_paid":null,"fwci":0.274,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.49967583,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"46","issue":null,"first_page":"286","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9236999750137329,"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"}},"topics":[{"id":"https://openalex.org/T12482","display_name":"Tunneling and Rock Mechanics","score":0.9236999750137329,"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9107999801635742,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6685278415679932},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6668648719787598},{"id":"https://openalex.org/keywords/grinding","display_name":"Grinding","score":0.6569001078605652},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.6090903282165527},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5625860691070557},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5596675276756287},{"id":"https://openalex.org/keywords/track-circuit","display_name":"Track circuit","score":0.4413762390613556},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38812464475631714},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.3293613791465759},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3281779885292053},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19263619184494019},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11462128162384033},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1025012731552124},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09429508447647095}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6685278415679932},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6668648719787598},{"id":"https://openalex.org/C2777571299","wikidata":"https://www.wikidata.org/wiki/Q3680646","display_name":"Grinding","level":2,"score":0.6569001078605652},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.6090903282165527},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5625860691070557},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5596675276756287},{"id":"https://openalex.org/C191926282","wikidata":"https://www.wikidata.org/wiki/Q1150115","display_name":"Track circuit","level":3,"score":0.4413762390613556},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38812464475631714},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.3293613791465759},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3281779885292053},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19263619184494019},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11462128162384033},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1025012731552124},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09429508447647095},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic60209.2024.10463208","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icaiic60209.2024.10463208","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1995366504","https://openalex.org/W2005934359","https://openalex.org/W2037325790","https://openalex.org/W2045186954","https://openalex.org/W2063922127","https://openalex.org/W2069439031","https://openalex.org/W2086913204","https://openalex.org/W2102920058","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2195063230","https://openalex.org/W2211449781","https://openalex.org/W2324044936","https://openalex.org/W2575828067","https://openalex.org/W2905166565","https://openalex.org/W4376607823","https://openalex.org/W4387640769"],"related_works":["https://openalex.org/W2558687676","https://openalex.org/W3095125374","https://openalex.org/W2055172913","https://openalex.org/W809204907","https://openalex.org/W229325496","https://openalex.org/W2362187882","https://openalex.org/W3146813792","https://openalex.org/W4388687885","https://openalex.org/W649146757","https://openalex.org/W4313016539"],"abstract_inverted_index":{"Electric":[0],"motors":[1,57,67,115,141,186,206,241],"are":[2,68],"common":[3,144],"devices":[4],"widely":[5],"used":[6],"in":[7,31,212,270],"the":[8,12,32,55,87,95,131,136,164,199,217,221,235,247],"industrial":[9],"sector,":[10],"making":[11],"study":[13],"of":[14,38,46,82,89,124,139,168,181,220,234,249],"motor":[15,100],"fault":[16,110,122,157,191,201,236,252],"diagnosis":[17,111,123,158,192,202,237,253],"highly":[18],"representative.":[19],"In":[20],"particular,":[21],"for":[22,113,120,194,204,239,255],"rail":[23,59,90,271],"grinding":[24,56,60,91,114,140,169,185,205,240,272],"vehicles,":[25],"which":[26,76],"play":[27],"a":[28,105,109,118,156,178,189,231,250],"significant":[29],"role":[30],"preventive":[33],"maintenance":[34,96,137,268],"and":[35,71,93,116,147,149,175,266],"periodic":[36],"upkeep":[37],"railway":[39,74],"tracks,":[40],"ensuring":[41],"optimal":[42],"train":[43],"operation":[44],"is":[45,104,160,173,207,228],"paramount":[47],"importance.":[48],"However,":[49],"due":[50],"to":[51,79,107,142,187,209,246,262],"harsh":[52],"operating":[53],"conditions,":[54],"on":[58,163],"vehicles":[61],"frequently":[62],"experience":[63],"failures.":[64],"Typically,":[65],"these":[66,125,213,256],"periodically":[69],"inspected":[70],"repaired":[72],"by":[73],"workers,":[75],"often":[77],"leads":[78],"delayed":[80],"handling":[81],"faulty":[83],"motors,":[84,214],"thereby":[85,215],"compromising":[86],"efficiency":[88,265],"operations":[92],"increasing":[94],"costs":[97,269],"associated":[98],"with":[99],"repairs.":[101],"Consequently,":[102],"there":[103],"need":[106],"investigate":[108],"model":[112,159,172,193,203],"establish":[117],"system":[119,254],"remote":[121,251],"motors.":[126,170,257],"To":[127],"address":[128],"this":[129,195,225,259],"issue,":[130],"first":[132],"step":[133],"involves":[134],"analyzing":[135],"records":[138],"identify":[143],"failure":[145,166],"locations":[146],"types,":[148],"subsequently":[150],"collecting":[151],"corresponding":[152],"vibration":[153,182],"data.":[154],"Next,":[155],"developed":[161,200],"based":[162],"specific":[165,196],"characteristics":[167],"This":[171],"trained":[174],"optimized":[176],"using":[177],"data":[179,183],"set":[180],"from":[184],"determine":[188],"suitable":[190],"application.":[197],"Finally,":[198],"applied":[208],"diagnose":[210],"faults":[211],"validating":[216],"practical":[218],"effectiveness":[219],"model.":[222],"By":[223],"conducting":[224],"research,":[226],"it":[227],"anticipated":[229],"that":[230],"comprehensive":[232],"understanding":[233],"process":[238],"can":[242],"be":[243],"achieved,":[244],"leading":[245],"implementation":[248],"Ultimately,":[258],"will":[260],"contribute":[261],"improved":[263],"operational":[264],"reduced":[267],"operations.":[273]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-22T23:10:17.713674","created_date":"2025-10-10T00:00:00"}