{"id":"https://openalex.org/W4391407176","doi":"https://doi.org/10.1109/tii.2024.3353922","title":"HmmSeNet: A Novel Single Domain Generalization Equipment Fault Diagnosis Under Unknown Working Speed Using Histogram Matching Mixup","display_name":"HmmSeNet: A Novel Single Domain Generalization Equipment Fault Diagnosis Under Unknown Working Speed Using Histogram Matching Mixup","publication_year":2024,"publication_date":"2024-01-31","ids":{"openalex":"https://openalex.org/W4391407176","doi":"https://doi.org/10.1109/tii.2024.3353922"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3353922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3353922","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/A5077344821","display_name":"Jian Tang","orcid":"https://orcid.org/0000-0001-6658-9127"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Tang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-6658-9127","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034422878","display_name":"Xiaoxi Ding","orcid":"https://orcid.org/0000-0001-5321-0894"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoxi Ding","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5321-0894","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057915888","display_name":"Chao Wei","orcid":"https://orcid.org/0000-0003-4919-7177"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chao Wei","raw_affiliation_strings":["College of Mechanical Engineering, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-4919-7177","affiliations":[{"raw_affiliation_string":"College of Mechanical Engineering, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034333151","display_name":"Jiawei Xiao","orcid":"https://orcid.org/0000-0002-8145-9846"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiawei Xiao","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8145-9846","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Liu","orcid":"https://orcid.org/0000-0001-5643-4164"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Liu","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0001-5643-4164","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101680356","display_name":"Liming Wang","orcid":"https://orcid.org/0000-0002-6108-5453"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liming Wang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-6108-5453","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":null,"display_name":"Wenbin Huang","orcid":"https://orcid.org/0000-0002-2566-4159"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Huang","raw_affiliation_strings":["State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-2566-4159","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical Transmission, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":null,"apc_paid":null,"fwci":8.4177,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.98249081,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"20","issue":"5","first_page":"7162","last_page":"7172"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9987999796867371,"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":0.9987999796867371,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9728000164031982,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.6938214898109436},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5894412994384766},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5587667226791382},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.5348820686340332},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.528151273727417},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5126299262046814},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5118154883384705},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.45259854197502136},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.4160747230052948},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33527857065200806},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3114967942237854},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.19472509622573853},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.0814652144908905}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6938214898109436},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5894412994384766},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5587667226791382},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.5348820686340332},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.528151273727417},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5126299262046814},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5118154883384705},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.45259854197502136},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.4160747230052948},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33527857065200806},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3114967942237854},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.19472509622573853},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0814652144908905},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3353922","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3353922","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/16","display_name":"Peace, Justice and strong institutions","score":0.6499999761581421}],"awards":[{"id":"https://openalex.org/G4104106602","display_name":null,"funder_award_id":"5180505","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":29,"referenced_works":["https://openalex.org/W153185079","https://openalex.org/W1672197616","https://openalex.org/W2008790887","https://openalex.org/W2015887370","https://openalex.org/W2801494623","https://openalex.org/W2900367617","https://openalex.org/W2973424371","https://openalex.org/W2998506103","https://openalex.org/W3005904504","https://openalex.org/W3009370740","https://openalex.org/W3020886907","https://openalex.org/W3031466690","https://openalex.org/W3090135004","https://openalex.org/W3167996502","https://openalex.org/W3175956495","https://openalex.org/W3190457880","https://openalex.org/W4200225090","https://openalex.org/W4206568770","https://openalex.org/W4206671026","https://openalex.org/W4214480085","https://openalex.org/W4220671629","https://openalex.org/W4224797805","https://openalex.org/W4225517134","https://openalex.org/W4292787479","https://openalex.org/W4312823897","https://openalex.org/W4318486229","https://openalex.org/W4386083140","https://openalex.org/W6750109254","https://openalex.org/W6810790459"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W2146343568","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W2013643406","https://openalex.org/W2027972911","https://openalex.org/W2157978810","https://openalex.org/W2597809628","https://openalex.org/W3157543420"],"abstract_inverted_index":{"Equipments":[0],"regularly":[1],"change":[2],"working":[3],"speeds":[4],"during":[5,108],"real-time":[6],"production":[7],"owing":[8],"to":[9,23,118,130,153,169],"process":[10],"requirements.":[11],"Applying":[12],"deep":[13],"learning":[14],"models":[15],"trained":[16,189],"in":[17],"a":[18,38,103,191],"single":[19,104,192],"speed":[20,26,116,121,147,193,204,208,220],"domain":[21,106,117],"straightforwardly":[22],"other":[24,202],"unknown":[25,55,120,203],"domains":[27],"is":[28,86,89,187],"extremely":[29],"challenging":[30],"single-domain":[31,48],"generalization":[32,49],"problem.":[33],"Therefore,":[34],"this":[35],"article":[36],"proposes":[37],"histogram":[39,62,77],"matching":[40,63,78],"mixup":[41,64],"based":[42],"sequential":[43,66],"embedding":[44,67],"network":[45],"(HmmSeNet)":[46],"for":[47,219],"of":[50,59,91,140,160,217],"intelligent":[51],"fault":[52],"diagnosis":[53],"under":[54],"speeds.":[56],"HmmSeNet":[57,218],"consists":[58],"four":[60],"components:":[61],"(HMM);":[65],"(SE);":[68],"separable":[69,161],"convolution;":[70],"and":[71,79,149,163,173,213,229],"decision":[72],"making.":[73],"First,":[74],"inspired":[75],"by":[76,146,225],"Mixup,":[80],"the":[81,95,109,114,119,132,138,151,184],"HMM":[82,88],"data":[83,93,107],"augmentation":[84],"method":[85],"proposed.":[87],"capable":[90],"synthesizing":[92],"with":[94],"same":[96],"semantic":[97],"information,":[98],"but":[99],"different":[100],"distributions":[101],"from":[102],"source":[105,115],"training":[110],"process,":[111],"thus":[112],"augmenting":[113],"domains.":[122,209],"Then,":[123],"SE":[124],"utilizes":[125],"trainable":[126],"linear":[127],"dimensional":[128,230],"boosting":[129],"approximate":[131],"distribution":[133,143],"between":[134],"samples,":[135],"which":[136],"reduces":[137],"effect":[139],"sample":[141],"amplitude":[142],"shifts":[144],"caused":[145],"changes":[148,221],"allows":[150],"model":[152],"learn":[154],"domain-invariant":[155],"features.":[156],"Finally,":[157],"three":[158,180],"layers":[159],"convolution":[162],"global":[164],"average":[165],"pooling":[166],"are":[167,222],"used":[168],"accomplish":[170],"an":[171],"accurate":[172],"robust":[174],"recognition":[175],"task.":[176],"Experimental":[177],"results":[178],"on":[179,190,201],"datasets":[181],"show":[182],"that":[183],"proposed":[185],"approach":[186],"only":[188],"domain,":[194],"while":[195],"it":[196],"has":[197],"good":[198],"diagnostic":[199],"performance":[200],"domains,":[205],"even":[206],"varying":[207],"The":[210],"powerful":[211],"generality":[212],"flexible":[214],"deployment":[215],"capability":[216],"also":[223],"demonstrated":[224],"ablation":[226],"experimental":[227],"analysis":[228],"analysis.":[231]},"counts_by_year":[{"year":2026,"cited_by_count":12},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}