{"id":"https://openalex.org/W4323914469","doi":"https://doi.org/10.1109/tii.2023.3254601","title":"Graph-Guided Higher-Order Attention Network for Industrial Rotating Machinery Intelligent Fault Diagnosis","display_name":"Graph-Guided Higher-Order Attention Network for Industrial Rotating Machinery Intelligent Fault Diagnosis","publication_year":2023,"publication_date":"2023-03-10","ids":{"openalex":"https://openalex.org/W4323914469","doi":"https://doi.org/10.1109/tii.2023.3254601"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3254601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3254601","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5042475040","display_name":"Yilixiati Abudurexiti","orcid":"https://orcid.org/0009-0004-1245-2351"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yilixiati Abudurexiti","raw_affiliation_strings":["College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070719868","display_name":"Guangjie Han","orcid":"https://orcid.org/0000-0002-6921-7369"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangjie Han","raw_affiliation_strings":["College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-6921-7369","affiliations":[{"raw_affiliation_string":"College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100418885","display_name":"Li Liu","orcid":"https://orcid.org/0000-0003-0730-9230"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Li Liu","raw_affiliation_strings":["College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-0730-9230","affiliations":[{"raw_affiliation_string":"College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100690861","display_name":"Fan Zhang","orcid":"https://orcid.org/0000-0002-5563-7688"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Zhang","raw_affiliation_strings":["College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5563-7688","affiliations":[{"raw_affiliation_string":"College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100422319","display_name":"Zhen Wang","orcid":"https://orcid.org/0000-0002-3399-5281"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhen Wang","raw_affiliation_strings":["College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Internet of Internet of Things Engineering, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018105912","display_name":"Jinlin Peng","orcid":"https://orcid.org/0000-0002-1944-888X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jinlin Peng","raw_affiliation_strings":["Artificial Intelligence Research Center, National Innovation Institute of Defense Technology, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1944-888X","affiliations":[{"raw_affiliation_string":"Artificial Intelligence Research Center, National Innovation Institute of Defense Technology, Beijing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.3348,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.96253095,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"20","issue":"2","first_page":"1113","last_page":"1123"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.995199978351593,"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"}},"topics":[{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.9898999929428101,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9872000217437744,"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/computer-science","display_name":"Computer science","score":0.5357412695884705},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.44167348742485046},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4192931056022644},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3560442328453064},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.33956217765808105},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.16933786869049072}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5357412695884705},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.44167348742485046},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4192931056022644},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3560442328453064},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.33956217765808105},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.16933786869049072},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3254601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3254601","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.49000000953674316}],"awards":[{"id":"https://openalex.org/G511385451","display_name":null,"funder_award_id":"62002099","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2118258885","https://openalex.org/W2324044936","https://openalex.org/W2604523962","https://openalex.org/W2617137613","https://openalex.org/W2649263243","https://openalex.org/W2765317657","https://openalex.org/W2800911105","https://openalex.org/W2811131765","https://openalex.org/W2893747136","https://openalex.org/W2896451001","https://openalex.org/W2903722520","https://openalex.org/W2907492528","https://openalex.org/W2939535241","https://openalex.org/W2946048316","https://openalex.org/W2966813263","https://openalex.org/W2975932043","https://openalex.org/W2982795604","https://openalex.org/W3009370740","https://openalex.org/W3033236487","https://openalex.org/W3106586287","https://openalex.org/W3110510730","https://openalex.org/W3129366157","https://openalex.org/W3131048420","https://openalex.org/W3131799324","https://openalex.org/W3135695944","https://openalex.org/W3156676812","https://openalex.org/W3157039246","https://openalex.org/W3157110956","https://openalex.org/W3173857597","https://openalex.org/W3215193874","https://openalex.org/W4293057130","https://openalex.org/W4312081725","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6738964360","https://openalex.org/W6745537798"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Data-driven":[0],"approaches":[1],"have":[2],"gained":[3],"great":[4],"success":[5],"in":[6,21,42,79],"the":[7,24,48,61,83,87,96,148],"field":[8],"of":[9,23,89,134],"rotating":[10,73],"machinery":[11,74],"fault":[12,32,75,117],"diagnosis":[13,76,118],"for":[14,72],"its":[15],"powerful":[16],"feature":[17,99,104],"representation":[18,105],"capability.":[19],"However,":[20],"most":[22],"current":[25],"studies,":[26],"model":[27,62,94],"training":[28,125],"process":[29],"requires":[30],"massive":[31],"data":[33],"which":[34],"are":[35,55],"costly":[36],"to":[37,59,66,101],"gather":[38],"or":[39],"even":[40],"unavailable":[41],"some":[43],"extreme":[44],"operating":[45],"conditions.":[46],"At":[47],"same":[49],"time,":[50],"structural":[51],"relationships":[52],"between":[53],"samples":[54,126],"not":[56],"fully":[57],"exploited":[58],"facilitate":[60],"performance.":[63,153],"In":[64,113],"response":[65],"these":[67],"problems,":[68],"a":[69,142],"novel":[70],"GHOAN":[71,150],"is":[77],"proposed":[78,84,149],"this":[80,114],"study.":[81],"Specifically,":[82],"approach":[85],"incorporates":[86],"advantages":[88],"improved":[90],"graph":[91],"attention":[92],"network":[93],"and":[95,141],"multiorder":[97],"neighborhood":[98,111],"perception":[100],"achieve":[102,151],"richer":[103],"by":[106,122],"aggregating":[107],"features":[108],"from":[109],"multiple":[110],"domains.":[112],"way,":[115],"effective":[116],"may":[119],"be":[120],"achieved":[121],"using":[123],"fewer":[124],"based":[127],"on":[128,137],"vibration":[129],"signal":[130],"analysis.":[131],"The":[132],"results":[133],"experiments":[135],"conducted":[136],"two":[138],"benchmarking":[139],"datasets":[140],"practical":[143],"experimental":[144],"platform":[145],"show":[146],"that":[147],"superior":[152]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
