{"id":"https://openalex.org/W4415444127","doi":"https://doi.org/10.1109/tr.2025.3616975","title":"Attention-Based Mask Network Model for Multirate Sampling Data Fault Diagnosis","display_name":"Attention-Based Mask Network Model for Multirate Sampling Data Fault Diagnosis","publication_year":2025,"publication_date":"2025-10-22","ids":{"openalex":"https://openalex.org/W4415444127","doi":"https://doi.org/10.1109/tr.2025.3616975"},"language":null,"primary_location":{"id":"doi:10.1109/tr.2025.3616975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2025.3616975","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","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/A5049939311","display_name":"Keke Huang","orcid":"https://orcid.org/0000-0003-3553-3424"},"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":"Keke Huang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0003-3553-3424","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101772264","display_name":"Zeyi Liu","orcid":"https://orcid.org/0009-0008-2763-3023"},"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":"Zeyi Liu","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0008-2763-3023","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023513006","display_name":"Shujie Wu","orcid":null},"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":"Shujie Wu","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101971818","display_name":"Chunhua Yang","orcid":"https://orcid.org/0000-0002-3770-9887"},"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":"Chunhua Yang","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-3770-9887","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100711520","display_name":"Weihua Gui","orcid":"https://orcid.org/0000-0002-5337-6445"},"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"],"raw_orcid":"https://orcid.org/0000-0002-5337-6445","affiliations":[{"raw_affiliation_string":"School of Automation, Central South University, Changsha, China","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I139660479"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33426282,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"74","issue":"4","first_page":"5592","last_page":"5602"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9894000291824341,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9894000291824341,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9355000257492065,"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/sampling","display_name":"Sampling (signal processing)","score":0.6204000115394592},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5633999705314636},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.5547999739646912},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5412999987602234},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.5284000039100647},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.47999998927116394},{"id":"https://openalex.org/keywords/multi-task-learning","display_name":"Multi-task learning","score":0.46209999918937683},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.38179999589920044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6837999820709229},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6204000115394592},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5633999705314636},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.5547999739646912},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5412999987602234},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.5284000039100647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.491100013256073},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.47999998927116394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4763000011444092},{"id":"https://openalex.org/C28006648","wikidata":"https://www.wikidata.org/wiki/Q6934509","display_name":"Multi-task learning","level":3,"score":0.46209999918937683},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4381999969482422},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.38179999589920044},{"id":"https://openalex.org/C2985946229","wikidata":"https://www.wikidata.org/wiki/Q49908","display_name":"Data sampling","level":2,"score":0.3619999885559082},{"id":"https://openalex.org/C7149132","wikidata":"https://www.wikidata.org/wiki/Q1377840","display_name":"Forgetting","level":2,"score":0.34860000014305115},{"id":"https://openalex.org/C52740198","wikidata":"https://www.wikidata.org/wiki/Q1539564","display_name":"Importance sampling","level":3,"score":0.31520000100135803},{"id":"https://openalex.org/C175154964","wikidata":"https://www.wikidata.org/wiki/Q380077","display_name":"Task analysis","level":3,"score":0.29440000653266907},{"id":"https://openalex.org/C104122410","wikidata":"https://www.wikidata.org/wiki/Q1416406","display_name":"Network model","level":2,"score":0.28200000524520874},{"id":"https://openalex.org/C2775846686","wikidata":"https://www.wikidata.org/wiki/Q643012","display_name":"Condition monitoring","level":2,"score":0.27880001068115234},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2671999931335449},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.25839999318122864},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.257999986410141},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.2551000118255615},{"id":"https://openalex.org/C167723999","wikidata":"https://www.wikidata.org/wiki/Q3773214","display_name":"Sampling distribution","level":2,"score":0.25029999017715454}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tr.2025.3616975","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tr.2025.3616975","pdf_url":null,"source":{"id":"https://openalex.org/S87725633","display_name":"IEEE Transactions on Reliability","issn_l":"0018-9529","issn":["0018-9529","1558-1721"],"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 Reliability","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2182726992","display_name":null,"funder_award_id":"62203472","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4523845054","display_name":null,"funder_award_id":"92467107","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W567350711","https://openalex.org/W1998745983","https://openalex.org/W2303507108","https://openalex.org/W2337363461","https://openalex.org/W2560647685","https://openalex.org/W2589171657","https://openalex.org/W2768753204","https://openalex.org/W2775523681","https://openalex.org/W2786446225","https://openalex.org/W2793408139","https://openalex.org/W2809350318","https://openalex.org/W2897534289","https://openalex.org/W2904460913","https://openalex.org/W2912687720","https://openalex.org/W2913572852","https://openalex.org/W2944544772","https://openalex.org/W2996239393","https://openalex.org/W3000533558","https://openalex.org/W3106901053","https://openalex.org/W3160682685","https://openalex.org/W3167312240","https://openalex.org/W3175492751","https://openalex.org/W3184911036","https://openalex.org/W3210349682","https://openalex.org/W3214164781","https://openalex.org/W4282942000","https://openalex.org/W4285119789","https://openalex.org/W4289538445","https://openalex.org/W4312537998","https://openalex.org/W4312641714","https://openalex.org/W4313028293","https://openalex.org/W4313133625","https://openalex.org/W4366967149","https://openalex.org/W4388672998","https://openalex.org/W4390187176","https://openalex.org/W4400448577","https://openalex.org/W4405785442","https://openalex.org/W4407595936","https://openalex.org/W4409270617"],"related_works":[],"abstract_inverted_index":{"Multirate":[0],"sampling":[1,36,95,103,155,189],"data":[2,18,26,37,40,63,76,96,156,190,206],"are":[3,126],"common":[4],"in":[5,14,219],"industrial":[6,178],"systems,":[7],"and":[8,42,58,78,113,123,176,207],"traditional":[9],"diagnostic":[10,44],"models":[11,45,69],"face":[12],"challenges":[13],"directly":[15],"handling":[16],"such":[17,205],"due":[19],"to":[20,131,152,165],"its":[21],"incomplete":[22],"characteristics.":[23],"Recently,":[24],"some":[25],"reorganization":[27],"methods":[28],"have":[29],"been":[30],"proposed,":[31,98],"which":[32,99],"divide":[33],"the":[34,60,75,101,133,140,146,150,183,202,209],"multirate":[35,94,102,154,188],"into":[38,107],"several":[39],"subsets":[41],"learn":[43],"based":[46],"on":[47],"each":[48,71],"subset":[49],"separately.":[50],"However,":[51],"they":[52],"always":[53],"treat":[54],"different":[55],"tasks":[56],"independently":[57],"ignore":[59],"correlation":[61,203],"between":[62,204],"subsets.":[64],"In":[65,82],"addition,":[66],"training":[67],"individual":[68],"for":[70,93],"task":[72],"will":[73],"decrease":[74],"available":[77],"increase":[79],"computational":[80],"resources.":[81],"this":[83],"article,":[84],"a":[85,108,158,173,194],"novel":[86],"attention-based":[87],"mask":[88],"network":[89],"fault":[90,104,143,191,220],"diagnosis":[91,105,192],"model":[92],"is":[97,149],"converts":[100],"problem":[106,112],"continual":[109,160,196],"multitask":[110,129,159,195],"learning":[111,130,161,197],"realizes":[114],"it":[115,164,200,215],"with":[116],"one":[117],"model.":[118],"Moreover,":[119],"an":[120,177],"attention":[121],"mechanism":[122],"cumulative":[124],"gradients":[125],"integrated":[127],"during":[128],"alleviate":[132],"catastrophic":[134,213],"forgetting":[135],"problem,":[136],"thus":[137],"further":[138],"guaranteeing":[139],"performance":[141],"of":[142,212],"diagnosis.":[144,221],"Notably,":[145],"proposed":[147,184],"method":[148,185],"first":[151],"approach":[153],"from":[157],"perspective,":[162],"allowing":[163],"fully":[166],"leverage":[167],"raw":[168],"data.":[169],"Extensive":[170],"experiments,":[171],"including":[172],"numerical":[174],"simulation":[175],"three-phase":[179],"flow":[180],"case,":[181],"indicate":[182],"effectively":[186],"tackles":[187],"within":[193],"framework.":[198],"Since,":[199],"takes":[201],"avoids":[208],"detrimental":[210],"effects":[211],"forgetting,":[214],"achieves":[216],"higher":[217],"accuracy":[218]},"counts_by_year":[],"updated_date":"2025-12-03T23:09:05.601824","created_date":"2025-10-24T00:00:00"}
