{"id":"https://openalex.org/W4386495188","doi":"https://doi.org/10.1109/tim.2023.3312751","title":"Cross-Layer Alignment Network With Norm Constraints for Fault Diagnosis Under Varying Working Conditions","display_name":"Cross-Layer Alignment Network With Norm Constraints for Fault Diagnosis Under Varying Working Conditions","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386495188","doi":"https://doi.org/10.1109/tim.2023.3312751"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3312751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3312751","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/A5044425176","display_name":"Xilin Yang","orcid":"https://orcid.org/0009-0002-9717-4631"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xilin Yang","raw_affiliation_strings":["School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0009-0002-9717-4631","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035287663","display_name":"Xianfeng Yuan","orcid":"https://orcid.org/0000-0002-6217-6429"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianfeng Yuan","raw_affiliation_strings":["School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0002-6217-6429","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025193505","display_name":"Tianyi Ye","orcid":"https://orcid.org/0009-0004-4097-2864"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyi Ye","raw_affiliation_strings":["School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0009-0004-4097-2864","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038384093","display_name":"Qingyang Xu","orcid":"https://orcid.org/0000-0003-3870-5551"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyang Xu","raw_affiliation_strings":["School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0003-3870-5551","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100651809","display_name":"Yong Song","orcid":"https://orcid.org/0000-0003-2505-2766"},"institutions":[{"id":"https://openalex.org/I154099455","display_name":"Shandong University","ror":"https://ror.org/0207yh398","country_code":"CN","type":"education","lineage":["https://openalex.org/I154099455"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Song","raw_affiliation_strings":["School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China"],"raw_orcid":"https://orcid.org/0000-0003-2505-2766","affiliations":[{"raw_affiliation_string":"School of Mechanical, Electrical and Information Engineering, Shandong University, Weihai, China","institution_ids":["https://openalex.org/I154099455"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080328538","display_name":"Jiong Jin","orcid":"https://orcid.org/0000-0002-0306-2691"},"institutions":[{"id":"https://openalex.org/I57093077","display_name":"Swinburne University of Technology","ror":"https://ror.org/031rekg67","country_code":"AU","type":"education","lineage":["https://openalex.org/I57093077"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jiong Jin","raw_affiliation_strings":["School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Melbourne, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0002-0306-2691","affiliations":[{"raw_affiliation_string":"School of Science, Computing and Engineering Technologies, Swinburne University of Technology, Melbourne, VIC, Australia","institution_ids":["https://openalex.org/I57093077"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9814,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.75683133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"72","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9976000189781189,"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":0.9976000189781189,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9480999708175659,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.9272000193595886,"subfield":{"id":"https://openalex.org/subfields/3614","display_name":"Radiological and Ultrasound Technology"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6634230613708496},{"id":"https://openalex.org/keywords/maximization","display_name":"Maximization","score":0.6199769377708435},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5450416803359985},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5005242824554443},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46867212653160095},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4594515264034271},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4516902267932892},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.4435182809829712},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43135446310043335},{"id":"https://openalex.org/keywords/minification","display_name":"Minification","score":0.4222796559333801},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3583683967590332},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34937185049057007},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.33794933557510376},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.15191856026649475},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12539851665496826}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634230613708496},{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.6199769377708435},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5450416803359985},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5005242824554443},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46867212653160095},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4594515264034271},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4516902267932892},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.4435182809829712},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43135446310043335},{"id":"https://openalex.org/C147764199","wikidata":"https://www.wikidata.org/wiki/Q6865248","display_name":"Minification","level":2,"score":0.4222796559333801},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3583683967590332},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34937185049057007},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.33794933557510376},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.15191856026649475},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12539851665496826},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3312751","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3312751","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":0.6899999976158142,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1698707434","display_name":"\u8f6e\u5f0f\u4e91\u670d\u52a1\u673a\u5668\u4eba\u5065\u5eb7\u72b6\u6001\u81ea\u4e3b\u8ba4\u77e5\u6a21\u578b\u53ca\u5176\u8fdb\u5316\u673a\u5236\u7814\u7a76","funder_award_id":"61803227","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G391265824","display_name":null,"funder_award_id":"ZR2023MF005","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G3996356350","display_name":null,"funder_award_id":"20820211010","funder_id":"https://openalex.org/F4320311026","funder_display_name":"Shandong University"},{"id":"https://openalex.org/G8399268607","display_name":null,"funder_award_id":"61973184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320311026","display_name":"Shandong University","ror":"https://ror.org/0207yh398"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1731081199","https://openalex.org/W2143668817","https://openalex.org/W2165698076","https://openalex.org/W2194775991","https://openalex.org/W2626967530","https://openalex.org/W2795155917","https://openalex.org/W2889945482","https://openalex.org/W2895281799","https://openalex.org/W2964278684","https://openalex.org/W2964288524","https://openalex.org/W2988299412","https://openalex.org/W2989818023","https://openalex.org/W2993397516","https://openalex.org/W3025171967","https://openalex.org/W3031466690","https://openalex.org/W3090682168","https://openalex.org/W3134162419","https://openalex.org/W3152682522","https://openalex.org/W3174102142","https://openalex.org/W3201753566","https://openalex.org/W3206703725","https://openalex.org/W4200082711","https://openalex.org/W4206057957","https://openalex.org/W4206146696","https://openalex.org/W4206394499","https://openalex.org/W4206473795","https://openalex.org/W4221141639","https://openalex.org/W4288032326","https://openalex.org/W4289515705","https://openalex.org/W4292622317","https://openalex.org/W4307955272","https://openalex.org/W4312592225","https://openalex.org/W4367663293","https://openalex.org/W6637618735","https://openalex.org/W6688325169","https://openalex.org/W6713955831","https://openalex.org/W6720111944","https://openalex.org/W6739651123","https://openalex.org/W6750109254"],"related_works":["https://openalex.org/W2811390910","https://openalex.org/W2146076056","https://openalex.org/W4308262314","https://openalex.org/W2144059113","https://openalex.org/W3003836766","https://openalex.org/W1964120219","https://openalex.org/W2000165426","https://openalex.org/W2385132419","https://openalex.org/W2772780115","https://openalex.org/W2546942002"],"abstract_inverted_index":{"The":[0],"changes":[1],"in":[2,34,38,54,85,94,140],"rotating":[3],"speed":[4],"and":[5,30,154,174,183,196,202],"load":[6],"of":[7,15,28,60,79,98,110,193,204,211,229],"mechanical":[8],"systems":[9],"cause":[10],"the":[11,55,58,65,72,75,80,87,99,104,117,123,145,151,167,190,200,205,209,226],"varying":[12,217],"working":[13,218],"conditions":[14],"gearboxes":[16],"or":[17],"bearings,":[18],"so":[19],"deep":[20],"learning-based":[21,48],"fault":[22,49,90,148,168,214],"diagnosis":[23,39,50,215],"models":[24],"face":[25],"inconsistent":[26],"distribution":[27,73],"training":[29],"test":[31],"sets,":[32],"resulting":[33],"a":[35,126,171],"great":[36],"reduction":[37],"accuracy.":[40],"To":[41,121,207],"solve":[42],"this":[43,141],"problem,":[44],"various":[45],"effective":[46],"transfer":[47],"methods":[51],"are":[52,222],"proposed":[53,231],"literature.":[56],"However,":[57],"majority":[59],"current":[61],"works":[62],"still":[63],"suffer":[64],"following":[66],"drawbacks:":[67],"First,":[68],"they":[69],"usually":[70],"align":[71,166],"at":[74,170],"same":[76,88,146,152],"level":[77,89,96,147,153,156,173],"layer":[78],"parameter-shared":[81],"feature":[82,100],"extractor,":[83],"but":[84],"fact,":[86],"features":[91,149,169],"may":[92],"distribute":[93],"different":[95,155],"layers":[97],"extraction":[101],"network.":[102],"Second,":[103],"model":[105,157],"trained":[106],"under":[107,216],"supervised":[108],"information":[109],"source":[111,194],"domain":[112,119,195],"cannot":[113],"guarantee":[114],"discriminability":[115,201],"for":[116,213],"target":[118,197],"samples.":[120],"address":[122],"above":[124],"issues,":[125],"novel":[127],"unsupervised":[128],"adaptive":[129],"cross-layer":[130,162],"alignment":[131],"network":[132],"with":[133],"norm":[134],"constraints":[135],"(ACLAN-NC)":[136],"framework":[137],"is":[138,186],"developed":[139],"paper,":[142],"which":[143],"aligns":[144],"among":[150],"layers.":[158],"By":[159],"using":[160],"those":[161],"pairs,":[163],"we":[164],"can":[165],"fine-grained":[172],"reduce":[175],"inappropriate":[176],"knowledge":[177],"transfer.":[178],"Moreover,":[179],"batch":[180],"nuclear-norm":[181],"minimization":[182],"maximization":[184],"technique":[185],"used":[187],"to":[188,224],"restrict":[189],"predictions":[191],"output":[192],"domain,":[198],"ensuring":[199],"diversity":[203],"model.":[206],"demonstrate":[208],"effectiveness":[210],"ACLAN-NC":[212,232],"conditions,":[219],"extensive":[220],"experiments":[221],"conducted":[223],"manifest":[225],"superior":[227],"performance":[228],"our":[230],"framework.":[233]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}