{"id":"https://openalex.org/W4409019594","doi":"https://doi.org/10.1109/jiot.2025.3555688","title":"DRSC: Dual-Reweighted Siamese Contrastive Learning Network for Cross-Domain Rotating Machinery Fault Diagnosis With Multisource Domain Imbalanced Data","display_name":"DRSC: Dual-Reweighted Siamese Contrastive Learning Network for Cross-Domain Rotating Machinery Fault Diagnosis With Multisource Domain Imbalanced Data","publication_year":2025,"publication_date":"2025-03-31","ids":{"openalex":"https://openalex.org/W4409019594","doi":"https://doi.org/10.1109/jiot.2025.3555688"},"language":"en","primary_location":{"id":"doi:10.1109/jiot.2025.3555688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3555688","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","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/A5085493660","display_name":"Yuanguo Bi","orcid":"https://orcid.org/0000-0002-8424-8542"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuanguo Bi","raw_affiliation_strings":["School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083675916","display_name":"Rao Fu","orcid":"https://orcid.org/0000-0003-2240-9213"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rao Fu","raw_affiliation_strings":["School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109740591","display_name":"Cunyu Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cunyu Jiang","raw_affiliation_strings":["School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100385986","display_name":"Xiaoling Zhang","orcid":"https://orcid.org/0000-0002-6369-9424"},"institutions":[{"id":"https://openalex.org/I157507598","display_name":"Shenyang University of Technology","ror":"https://ror.org/00d7f8730","country_code":"CN","type":"education","lineage":["https://openalex.org/I157507598"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoling Zhang","raw_affiliation_strings":["Institute of Artificial Intelligence, Shenyang University of Technology, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Shenyang University of Technology, Shenyang, China","institution_ids":["https://openalex.org/I157507598"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055790240","display_name":"Fengyun Li","orcid":"https://orcid.org/0000-0002-8995-8463"},"institutions":[{"id":"https://openalex.org/I9224756","display_name":"Northeastern University","ror":"https://ror.org/03awzbc87","country_code":"CN","type":"education","lineage":["https://openalex.org/I9224756"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fengyun Li","raw_affiliation_strings":["School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","School of Computer Science and Engineering, Northeastern University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering and the Engineering Research Center of Security Technology of Complex Network System, Ministry of Education, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Northeastern University, Shenyang, China","institution_ids":["https://openalex.org/I9224756"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061568038","display_name":"Liang Zhao","orcid":"https://orcid.org/0000-0001-5829-6850"},"institutions":[{"id":"https://openalex.org/I125904092","display_name":"Shenyang Aerospace University","ror":"https://ror.org/02423gm04","country_code":"CN","type":"education","lineage":["https://openalex.org/I125904092"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Zhao","raw_affiliation_strings":["School of Computer Science, Shenyang Aerospace University, Shenyang, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Shenyang Aerospace University, Shenyang, China","institution_ids":["https://openalex.org/I125904092"]}]},{"author_position":"last","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":["Key Laboratory of Maritime Intelligent Network Information Technology, Ministry of Education, Hohai University, Nanjing, China","Ministry of Education, Key Laboratory of Maritime Intelligent Network Information Technology, Hohai University, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Maritime Intelligent Network Information Technology, Ministry of Education, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"Ministry of Education, Key Laboratory of Maritime Intelligent Network Information Technology, Hohai University, China","institution_ids":["https://openalex.org/I163340411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5085493660"],"corresponding_institution_ids":["https://openalex.org/I9224756"],"apc_list":null,"apc_paid":null,"fwci":7.9416,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.97424018,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"12","issue":"13","first_page":"23678","last_page":"23693"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9944999814033508,"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":0.9944999814033508,"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/T13050","display_name":"Oil and Gas Production Techniques","score":0.9661999940872192,"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"}},{"id":"https://openalex.org/T13891","display_name":"Engineering Diagnostics and Reliability","score":0.949999988079071,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7919573187828064},{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.6263628005981445},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6079719066619873},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5767230987548828},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4935826063156128},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.455203115940094},{"id":"https://openalex.org/keywords/source-model","display_name":"Source model","score":0.4130741059780121},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41215693950653076},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32252931594848633},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.1251908540725708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7919573187828064},{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.6263628005981445},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6079719066619873},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5767230987548828},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4935826063156128},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.455203115940094},{"id":"https://openalex.org/C2985998994","wikidata":"https://www.wikidata.org/wiki/Q3644502","display_name":"Source model","level":2,"score":0.4130741059780121},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41215693950653076},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32252931594848633},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.1251908540725708},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0},{"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jiot.2025.3555688","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jiot.2025.3555688","pdf_url":null,"source":{"id":"https://openalex.org/S2480266640","display_name":"IEEE Internet of Things Journal","issn_l":"2327-4662","issn":["2327-4662","2372-2541"],"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 Internet of Things Journal","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2885366803","display_name":null,"funder_award_id":"2022YFE0114200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G6074469635","display_name":null,"funder_award_id":"62471121","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8732661346","display_name":null,"funder_award_id":"N2424010-18","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328373","display_name":"National Key Laboratory Foundation of China","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W2010619950","https://openalex.org/W2017774918","https://openalex.org/W2480364715","https://openalex.org/W2530133016","https://openalex.org/W2584994008","https://openalex.org/W2603304445","https://openalex.org/W2783453232","https://openalex.org/W2798149494","https://openalex.org/W2915377492","https://openalex.org/W2963118547","https://openalex.org/W2964288524","https://openalex.org/W2985655471","https://openalex.org/W2994835796","https://openalex.org/W3008309516","https://openalex.org/W3014057330","https://openalex.org/W3020886907","https://openalex.org/W3021496598","https://openalex.org/W3026881828","https://openalex.org/W3100777112","https://openalex.org/W3106901053","https://openalex.org/W3119665018","https://openalex.org/W3157123770","https://openalex.org/W3167996502","https://openalex.org/W3200337201","https://openalex.org/W3209651137","https://openalex.org/W4200381196","https://openalex.org/W4220864965","https://openalex.org/W4312260220","https://openalex.org/W4320181720","https://openalex.org/W4323363550","https://openalex.org/W4362500637","https://openalex.org/W4379382323","https://openalex.org/W4379984247","https://openalex.org/W4383031951","https://openalex.org/W4385194769","https://openalex.org/W4386586216","https://openalex.org/W4389068084","https://openalex.org/W4389509589","https://openalex.org/W4391528297","https://openalex.org/W6600284362","https://openalex.org/W6789380839"],"related_works":["https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2393949104","https://openalex.org/W4236344264","https://openalex.org/W3046201198","https://openalex.org/W4293061921","https://openalex.org/W2807441102","https://openalex.org/W2009424630","https://openalex.org/W2372693287"],"abstract_inverted_index":{"To":[0,73],"enhance":[1],"the":[2,39,66,116,150,171],"reliability":[3],"of":[4,41],"rotating":[5],"machinery,":[6],"cross-domain":[7,42,87,186],"fault":[8,43,88,187],"diagnosis":[9,89],"becomes":[10],"vital":[11],"for":[12,86],"detecting":[13],"faults":[14],"under":[15],"unknown":[16],"operating":[17],"conditions.":[18],"However,":[19],"multisource":[20,91],"domain":[21,92],"imbalanced":[22,93],"data":[23],"present":[24],"significant":[25],"challenges,":[26,76],"as":[27],"divergent":[28],"label":[29,58],"distributions":[30],"across":[31],"domains":[32],"cause":[33],"complex":[34],"domain-class":[35,125,132,138],"shifts":[36],"and":[37,114],"degrade":[38,65],"performance":[40,67],"diagnosis.":[44,188],"Moreover,":[45],"diagnostic":[46,151],"models":[47,184],"often":[48],"struggle":[49],"to":[50,57,110,123,148,153,170],"learn":[51,154],"features":[52],"from":[53,155],"minority":[54,71,156,172],"classes":[55],"due":[56],"imbalance":[59],"within":[60],"each":[61],"domain,":[62],"which":[63],"may":[64],"in":[68,118,185],"diagnosing":[69],"these":[70,75],"classes.":[72,173],"address":[74],"we":[77,97,127],"propose":[78],"a":[79,99,105,129,159],"dual-reweighted":[80],"Siamese":[81,100],"contrastive":[82,131],"learning":[83],"network":[84,109],"(DRSC)":[85],"with":[90],"data.":[94],"In":[95],"DRSC,":[96],"design":[98,128],"feature":[101],"extractor":[102],"based":[103],"on":[104,176],"wide-kernel":[106],"convolutional":[107],"neural":[108],"capture":[111],"short-term":[112],"characteristics":[113],"leverage":[115],"convenience":[117],"extracting":[119],"domain-invariant":[120],"features.":[121],"Subsequently,":[122],"alleviate":[124],"shifts,":[126],"reweighted":[130,160],"alignment":[133],"mechanism":[134],"that":[135],"strategically":[136],"pulls":[137],"pairs":[139],"together":[140],"while":[141],"pushing":[142],"other":[143],"health":[144,157,161],"conditions":[145],"away.":[146],"Finally,":[147],"enable":[149],"model":[152],"conditions,":[158],"condition":[162],"classifier":[163],"is":[164],"developed":[165],"by":[166],"assigning":[167],"higher":[168],"weights":[169],"Evaluation":[174],"results":[175],"two":[177],"public":[178],"datasets":[179],"illustrate":[180],"DRSC":[181],"outperforms":[182],"comparison":[183]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}