{"id":"https://openalex.org/W4400042994","doi":"https://doi.org/10.1109/tim.2024.3417592","title":"Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data","display_name":"Digital Twin-Assisted Fault Diagnosis of Rotating Machinery Without Measured Fault Data","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400042994","doi":"https://doi.org/10.1109/tim.2024.3417592"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3417592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3417592","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5086550148","display_name":"Jingyan Xia","orcid":"https://orcid.org/0000-0002-1328-9208"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingyan Xia","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-1328-9208","affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082065343","display_name":"Ruyi Huang","orcid":"https://orcid.org/0000-0003-0586-1195"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Ruyi Huang","raw_affiliation_strings":["Department of Industrial Engineering and Decision Analytics, The Hong Kong University of Science and Technology, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-0586-1195","affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering and Decision Analytics, The Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037156903","display_name":"Jipu Li","orcid":"https://orcid.org/0000-0002-9113-1465"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jipu Li","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9113-1465","affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102729596","display_name":"Zhuyun Chen","orcid":"https://orcid.org/0000-0002-6100-7332"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuyun Chen","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6100-7332","affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010684849","display_name":"Weihua Li","orcid":"https://orcid.org/0000-0002-7493-1399"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Li","raw_affiliation_strings":["School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7493-1399","affiliations":[{"raw_affiliation_string":"School of Mechanical and Automotive Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":14.1949,"has_fulltext":false,"cited_by_count":62,"citation_normalized_percentile":{"value":0.9973243,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9699000120162964,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9688000082969666,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/fault","display_name":"Fault (geology)","score":0.664021372795105},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4732435643672943},{"id":"https://openalex.org/keywords/fault-indicator","display_name":"Fault indicator","score":0.4637131690979004},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.30884701013565063},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.18591228127479553},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.11888882517814636},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.11608973145484924},{"id":"https://openalex.org/keywords/actuator","display_name":"Actuator","score":0.10188013315200806}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.664021372795105},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4732435643672943},{"id":"https://openalex.org/C21267803","wikidata":"https://www.wikidata.org/wiki/Q5438159","display_name":"Fault indicator","level":4,"score":0.4637131690979004},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.30884701013565063},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.18591228127479553},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.11888882517814636},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.11608973145484924},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.10188013315200806}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2024.3417592","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3417592","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:repository.hkust.edu.hk:1783.1-141295","is_oa":false,"landing_page_url":"http://repository.hkust.edu.hk/ir/Record/1783.1-141295","pdf_url":null,"source":{"id":"https://openalex.org/S4306401796","display_name":"Rare & Special e-Zone (The Hong Kong University of Science and Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200769079","host_organization_name":"Hong Kong University of Science and Technology","host_organization_lineage":["https://openalex.org/I200769079"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.5199999809265137,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G397272184","display_name":null,"funder_award_id":"52205100","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4711370879","display_name":null,"funder_award_id":"QT-2024-28","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G5927682106","display_name":null,"funder_award_id":"52205101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6206169322","display_name":null,"funder_award_id":"2023A1515240021","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G6290907087","display_name":null,"funder_award_id":"2021A1515110708","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G8837241273","display_name":null,"funder_award_id":"52275111","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2000982976","https://openalex.org/W2904138018","https://openalex.org/W2910597635","https://openalex.org/W2956467153","https://openalex.org/W2976301483","https://openalex.org/W2998506103","https://openalex.org/W3009370740","https://openalex.org/W3088297322","https://openalex.org/W3116250684","https://openalex.org/W3153320774","https://openalex.org/W3184578020","https://openalex.org/W3201753566","https://openalex.org/W3209651137","https://openalex.org/W4205400837","https://openalex.org/W4206199419","https://openalex.org/W4210940432","https://openalex.org/W4285121936","https://openalex.org/W4285245107","https://openalex.org/W4285294865","https://openalex.org/W4289950773","https://openalex.org/W4292387424","https://openalex.org/W4308001098","https://openalex.org/W4313214316","https://openalex.org/W4313562176","https://openalex.org/W4319997954","https://openalex.org/W4320035132","https://openalex.org/W4321016476","https://openalex.org/W4322102361","https://openalex.org/W4322774658","https://openalex.org/W4379382323","https://openalex.org/W4380451824","https://openalex.org/W4382281483","https://openalex.org/W4384345368","https://openalex.org/W4385288539","https://openalex.org/W4385765375","https://openalex.org/W4386608683","https://openalex.org/W4390716021","https://openalex.org/W4392798869"],"related_works":["https://openalex.org/W2575775159","https://openalex.org/W2517701025","https://openalex.org/W2026330267","https://openalex.org/W4311537696","https://openalex.org/W2050630979","https://openalex.org/W2386166483","https://openalex.org/W2620568181","https://openalex.org/W2387459476","https://openalex.org/W3015409655","https://openalex.org/W2350226881"],"abstract_inverted_index":{"Timely":[0],"and":[1,14,139,149,195],"accurate":[2],"data-driven":[3],"fault":[4,28,38,75,84,94,103,135,155,164,198,211,220],"diagnosis":[5,85,95,156,212],"approaches":[6],"are":[7],"essential":[8],"for":[9,97,210],"ensuring":[10],"the":[11,65,80,106,133,143,161,177,180,197],"reliable":[12],"operation":[13],"efficient":[15],"maintenance":[16],"of":[17,64,82,109,116,179],"rotating":[18,98],"machinery.":[19],"However,":[20],"practical":[21],"applications":[22],"face":[23],"challenges":[24,68],"in":[25,30,213],"obtaining":[26],"sufficient":[27],"samples":[29],"advance,":[31],"making":[32],"it":[33],"difficult":[34],"to":[35,50,71,78,175],"construct":[36],"effective":[37],"identification":[39],"models.":[40],"The":[41,184],"digital":[42],"twin":[43],"(DT)":[44],"methodology":[45],"offers":[46],"a":[47,56,91,110,170,203],"potential":[48],"solution":[49],"overcome":[51],"this":[52,88,189],"obstacle":[53],"by":[54],"providing":[55],"training":[57],"dataset":[58],"through":[59],"simulation":[60],"techniques.":[61],"Currently,":[62],"one":[63],"most":[66],"critical":[67],"is":[69,113,137,158,173],"how":[70],"effectively":[72,138],"leverage":[73],"virtual":[74,107,118,134,163],"diagnostic":[76,185],"knowledge":[77],"boost":[79],"development":[81],"DT-assisted":[83,92,182],"methods.":[86],"Thus,":[87],"article":[89],"develops":[90],"intelligent":[93,154],"approach":[96],"machinery":[99],"without":[100,217],"any":[101,218],"measured":[102,219],"data.":[104,221],"First,":[105],"model":[108,157],"monitored":[111],"device":[112],"developed,":[114],"capable":[115],"generating":[117],"vibration":[119],"signals":[120],"with":[121],"multiple":[122],"health":[123],"states":[124],"under":[125],"varying":[126],"working":[127],"conditions.":[128],"Second,":[129],"valuable":[130],"information":[131],"from":[132],"data":[136],"automatically":[140],"mined":[141],"using":[142,160],"variational":[144],"mode":[145],"decomposition":[146],"(VMD)":[147],"technique":[148],"kurtosis":[150],"calculation.":[151],"Finally,":[152],"an":[153],"constructed":[159],"extracted":[162],"information.":[165],"A":[166],"case":[167],"study":[168],"involving":[169],"classical":[171],"gearbox":[172],"conducted":[174],"verify":[176],"feasibility":[178],"proposed":[181],"approach.":[183],"results":[186],"indicate":[187],"that":[188,202],"method":[190],"can":[191,207],"detect":[192],"occurring":[193],"faults":[194],"identify":[196],"types":[199],"reliably,":[200],"demonstrating":[201],"new":[204],"application":[205],"paradigm":[206],"be":[208],"applied":[209],"real-world":[214],"scenarios":[215],"even":[216]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":39},{"year":2024,"cited_by_count":8}],"updated_date":"2026-06-27T08:28:00.272161","created_date":"2025-10-10T00:00:00"}
