{"id":"https://openalex.org/W4396542252","doi":"https://doi.org/10.1109/tii.2024.3393137","title":"Multisensor Fusion on Hypergraph for Fault Diagnosis","display_name":"Multisensor Fusion on Hypergraph for Fault Diagnosis","publication_year":2024,"publication_date":"2024-05-01","ids":{"openalex":"https://openalex.org/W4396542252","doi":"https://doi.org/10.1109/tii.2024.3393137"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3393137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3393137","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":true,"oa_status":"green","oa_url":"http://dspace.imech.ac.cn/handle/311007/95065","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5028940427","display_name":"Xunshi Yan","orcid":"https://orcid.org/0000-0002-0372-7120"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xunshi Yan","raw_affiliation_strings":["Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-0372-7120","affiliations":[{"raw_affiliation_string":"Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101694182","display_name":"Zhengang Shi","orcid":"https://orcid.org/0000-0002-9244-6207"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhengang Shi","raw_affiliation_strings":["Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-9244-6207","affiliations":[{"raw_affiliation_string":"Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007860314","display_name":"Zhe Sun","orcid":"https://orcid.org/0000-0002-1482-5201"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhe Sun","raw_affiliation_strings":["Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Tsinghua University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-1482-5201","affiliations":[{"raw_affiliation_string":"Institute of Nuclear and New Energy Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Key Laboratory of Advanced Reactor Engineering and Safety of Ministry of Education, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112602815","display_name":"Chen-An Zhang","orcid":"https://orcid.org/0000-0003-0119-7100"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210157653","display_name":"Institute of Mechanics","ror":"https://ror.org/057jnjd73","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210157653"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chen-An Zhang","raw_affiliation_strings":["State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-0119-7100","affiliations":[{"raw_affiliation_string":"State Key Laboratory of High Temperature Gas Dynamics, Institute of Mechanics, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210157653","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5028940427"],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":7.2361,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.97981792,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"20","issue":"8","first_page":"10008","last_page":"10018"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9567999839782715,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13731","display_name":"Advanced Computing and Algorithms","score":0.9484999775886536,"subfield":{"id":"https://openalex.org/subfields/3322","display_name":"Urban Studies"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9322999715805054,"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/hypergraph","display_name":"Hypergraph","score":0.9317695498466492},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.7009623646736145},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.6119025349617004},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6053094863891602},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5332690477371216},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5276145935058594},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5068343281745911},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5008492469787598},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.48852694034576416},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.4871661365032196},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4490474462509155},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.43682754039764404},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14054960012435913}],"concepts":[{"id":"https://openalex.org/C2781221856","wikidata":"https://www.wikidata.org/wiki/Q840247","display_name":"Hypergraph","level":2,"score":0.9317695498466492},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.7009623646736145},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.6119025349617004},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6053094863891602},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5332690477371216},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5276145935058594},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5068343281745911},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5008492469787598},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.48852694034576416},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.4871661365032196},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4490474462509155},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.43682754039764404},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14054960012435913},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C118615104","wikidata":"https://www.wikidata.org/wiki/Q121416","display_name":"Discrete mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/tii.2024.3393137","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3393137","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"},{"id":"pmh:oai:dspace.imech.ac.cn:311007/95063","is_oa":false,"landing_page_url":"http://dspace.imech.ac.cn/handle/311007/95063","pdf_url":null,"source":{"id":"https://openalex.org/S4306400463","display_name":"\u4e2d\u56fd\u79d1\u5b66\u9662\u529b\u5b66\u7814\u7a76\u6240","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"\u671f\u520a\u8bba\u6587"},{"id":"pmh:oai:dspace.imech.ac.cn:311007/95065","is_oa":true,"landing_page_url":"http://dspace.imech.ac.cn/handle/311007/95065","pdf_url":null,"source":{"id":"https://openalex.org/S4306400463","display_name":"\u4e2d\u56fd\u79d1\u5b66\u9662\u529b\u5b66\u7814\u7a76\u6240","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u671f\u520a\u8bba\u6587"}],"best_oa_location":{"id":"pmh:oai:dspace.imech.ac.cn:311007/95065","is_oa":true,"landing_page_url":"http://dspace.imech.ac.cn/handle/311007/95065","pdf_url":null,"source":{"id":"https://openalex.org/S4306400463","display_name":"\u4e2d\u56fd\u79d1\u5b66\u9662\u529b\u5b66\u7814\u7a76\u6240","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"\u671f\u520a\u8bba\u6587"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Climate action","id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G8742103699","display_name":null,"funder_award_id":"XDB0620402","funder_id":"https://openalex.org/F4320321133","funder_display_name":"Chinese Academy of Sciences"}],"funders":[{"id":"https://openalex.org/F4320321133","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W2059518577","https://openalex.org/W2170057991","https://openalex.org/W2530133016","https://openalex.org/W2892880750","https://openalex.org/W2906256948","https://openalex.org/W2964715068","https://openalex.org/W3085990079","https://openalex.org/W3104355095","https://openalex.org/W3116250684","https://openalex.org/W3125955391","https://openalex.org/W3149994345","https://openalex.org/W3193670021","https://openalex.org/W3197058104","https://openalex.org/W4205730437","https://openalex.org/W4282926996","https://openalex.org/W4285157114","https://openalex.org/W4292793852","https://openalex.org/W4297095628","https://openalex.org/W4306885081","https://openalex.org/W4309474635","https://openalex.org/W4310477904","https://openalex.org/W4312696610","https://openalex.org/W4313611903","https://openalex.org/W4317861409","https://openalex.org/W4362472347","https://openalex.org/W4381185947","https://openalex.org/W4381235725","https://openalex.org/W6720006811","https://openalex.org/W6726873649","https://openalex.org/W6752110883","https://openalex.org/W6762490134"],"related_works":["https://openalex.org/W2132659060","https://openalex.org/W2031992971","https://openalex.org/W2515288625","https://openalex.org/W3214791684","https://openalex.org/W2353265673","https://openalex.org/W2152662039","https://openalex.org/W3088112989","https://openalex.org/W2392793229","https://openalex.org/W2355579697","https://openalex.org/W2103761320"],"abstract_inverted_index":{"Multisensor":[0],"information":[1,80],"fusion":[2,44,75,87,92],"techniques":[3],"based":[4],"on":[5,81,134],"deep":[6],"learning":[7],"are":[8,16],"crucial":[9],"for":[10,137],"machinery":[11,55],"fault":[12,101],"diagnosis.":[13],"However,":[14],"there":[15],"two":[17,67,117,135],"major":[18],"issues":[19],"in":[20,94],"previous":[21],"research.":[22],"First,":[23],"the":[24,36,40,43,65,95,100,116,121,125],"relationship":[25],"between":[26],"multisensor":[27,74,79,91],"samples":[28,102,126],"is":[29,32,112,132],"disregarded,":[30],"which":[31],"important":[33],"to":[34,98,114,119],"enhance":[35],"diagnostic":[37],"performance.":[38,139],"Second,":[39],"structure":[41],"of":[42,61,124],"algorithm":[45,131],"becomes":[46],"extremely":[47],"complex":[48],"with":[49,54,57],"prolonged":[50],"training":[51],"when":[52],"dealing":[53],"equipped":[56],"a":[58,72,85,90,107],"large":[59],"number":[60],"sensors.":[62],"To":[63],"address":[64],"aforementioned":[66],"issues,":[68],"our":[69],"study":[70],"proposes":[71],"new":[73],"mechanism":[76],"that":[77],"fuses":[78],"hypergraphs,":[82],"by":[83],"building":[84],"single-sensor":[86],"hypergraph":[88,93,109],"and":[89,127],"sensor":[96],"space":[97],"embed":[99],"as":[103],"nodes.":[104],"In":[105],"addition,":[106],"dual-branch":[108],"neural":[110],"network":[111],"designed":[113],"compute":[115],"hypergraphs":[118],"obtain":[120],"feature":[122],"representation":[123],"diagnose":[128],"faults.":[129],"The":[130],"validated":[133],"datasets":[136],"its":[138]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}
