{"id":"https://openalex.org/W4412164361","doi":"https://doi.org/10.1109/tim.2025.3587368","title":"Fault Diagnosis Method for Rotating Machinery Based on MSCNN-MGAT","display_name":"Fault Diagnosis Method for Rotating Machinery Based on MSCNN-MGAT","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412164361","doi":"https://doi.org/10.1109/tim.2025.3587368"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3587368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3587368","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/A5086917524","display_name":"Cheng Peng","orcid":"https://orcid.org/0000-0002-1920-7488"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Peng","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan, China","School of Computer Science, Hunan University of Technology, Zhuzhou Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-1920-7488","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan, China","institution_ids":["https://openalex.org/I49934816"]},{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Zhuzhou Hunan, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066437995","display_name":"Huaijun Li","orcid":"https://orcid.org/0000-0003-2785-5378"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Li","raw_affiliation_strings":["School of Computer Science and Artificial Intelligence, Hunan University of Technology, Zhuzhou, China","omputer technology at Hunan University of technology, China"],"raw_orcid":"https://orcid.org/0000-0003-2785-5378","affiliations":[{"raw_affiliation_string":"School of Computer Science and Artificial Intelligence, Hunan University of Technology, Zhuzhou, China","institution_ids":["https://openalex.org/I49934816"]},{"raw_affiliation_string":"omputer technology at Hunan University of technology, China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100711519","display_name":"Weihua Gui","orcid":"https://orcid.org/0000-0002-4374-4291"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihua Gui","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China","Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-4374-4291","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109119703","display_name":"Zhiruo Tang","orcid":"https://orcid.org/0000-0003-2403-163X"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Tang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China","Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-2403-163X","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]},{"raw_affiliation_string":"Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030927477","display_name":"Xiao Yuan","orcid":"https://orcid.org/0000-0002-1672-683X"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpan Yuan","raw_affiliation_strings":["School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan, China","School of Computer Science, Hunan University of Technology, Zhuzhou Hunan, China"],"raw_orcid":"https://orcid.org/0000-0002-1672-683X","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Zhuzhou, Hunan, China","institution_ids":["https://openalex.org/I49934816"]},{"raw_affiliation_string":"School of Computer Science, Hunan University of Technology, Zhuzhou Hunan, China","institution_ids":["https://openalex.org/I49934816"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.8894,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.93794713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9467999935150146,"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/T14225","display_name":"Advanced Sensor and Control Systems","score":0.9467999935150146,"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/T14474","display_name":"Industrial Technology and Control Systems","score":0.9301999807357788,"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/T13717","display_name":"Advanced Algorithms and Applications","score":0.911300003528595,"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":0.4374033808708191},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4325066804885864},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.39770013093948364},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.38557595014572144},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20872387290000916},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.18424779176712036}],"concepts":[{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4374033808708191},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4325066804885864},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.39770013093948364},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.38557595014572144},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20872387290000916},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.18424779176712036}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2025.3587368","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3587368","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"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.550000011920929,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1033112384","display_name":null,"funder_award_id":"2023JJ50200","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G4817121283","display_name":null,"funder_award_id":"62476085","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8327477797","display_name":null,"funder_award_id":"CX20240917","funder_id":"https://openalex.org/F4320336035","funder_display_name":"Shanxi Provincial Key Research and Development Project"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320336035","display_name":"Shanxi Provincial Key Research and Development Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W2783918566","https://openalex.org/W2887782657","https://openalex.org/W2898760173","https://openalex.org/W2966008650","https://openalex.org/W3019762726","https://openalex.org/W3033236487","https://openalex.org/W3087813748","https://openalex.org/W3110074784","https://openalex.org/W3142292878","https://openalex.org/W3157123770","https://openalex.org/W3167593903","https://openalex.org/W3213433258","https://openalex.org/W4229368182","https://openalex.org/W4281733075","https://openalex.org/W4282916371","https://openalex.org/W4327718158","https://openalex.org/W4365801660","https://openalex.org/W4381149313","https://openalex.org/W4385453220","https://openalex.org/W4385548165","https://openalex.org/W4386737260","https://openalex.org/W4389727115","https://openalex.org/W4390343440","https://openalex.org/W4401148311","https://openalex.org/W4402125218","https://openalex.org/W4403723234","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6738964360"],"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":{"Currently,":[0],"the":[1,10,13,19,28,72,75,80],"field":[2],"of":[3,22,30,82,88,108,125],"rotating":[4],"machinery":[5],"fault":[6,23,50,97],"diagnosis":[7,51,98],"still":[8],"faces":[9],"following":[11],"problems:":[12],"inability":[14],"to":[15,77,102,127],"simultaneously":[16,78],"focus":[17],"on":[18,54],"performance":[20],"patterns":[21],"features":[24],"at":[25],"different":[26],"scales,":[27],"lack":[29],"description":[31],"for":[32],"complex":[33,89,119],"structural":[34],"relationships":[35,90],"among":[36,91],"features,":[37],"and":[38,57,68,86],"poor":[39],"real-time":[40],"performance.":[41],"To":[42],"address":[43,79],"these":[44],"challenges,":[45],"we":[46],"propose":[47],"a":[48,95],"novel":[49],"method":[52,73,114],"based":[53],"Multi-scale":[55],"Convolutional":[56],"Multi-head":[58],"Graph":[59],"Attention":[60],"Network":[61],"(MSCNN-MGAT).":[62],"By":[63],"combining":[64],"multi-scale":[65,83],"convolutional":[66],"network":[67],"multi-graph":[69],"attention":[70],"network,":[71],"is":[74],"first":[76],"issues":[81],"feature":[84],"extraction":[85],"modeling":[87],"features.":[92],"It":[93],"constructs":[94],"complete":[96],"framework":[99],"from":[100],"signal":[101],"graph":[103],"structure.":[104],"A":[105],"large":[106],"number":[107],"comparative":[109],"experiments":[110],"demonstrate":[111],"that":[112],"our":[113],"performs":[115],"well":[116],"in":[117],"various":[118],"industrial":[120],"scenarios,":[121],"achieving":[122],"an":[123],"accuracy":[124],"up":[126],"98%":[128],"with":[129],"extremely":[130],"low":[131],"latency.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
