{"id":"https://openalex.org/W4402436579","doi":"https://doi.org/10.1109/tim.2024.3457923","title":"Intelligent Cross-Working Condition Fault Detection and Diagnosis Using Isolation Forest and Adversarial Discriminant Domain Adaptation","display_name":"Intelligent Cross-Working Condition Fault Detection and Diagnosis Using Isolation Forest and Adversarial Discriminant Domain Adaptation","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402436579","doi":"https://doi.org/10.1109/tim.2024.3457923"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3457923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3457923","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/A5077274136","display_name":"Yaqiong Lv","orcid":"https://orcid.org/0000-0002-2953-9996"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaqiong Lv","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2953-9996","affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101070706","display_name":"Xiaoling Guo","orcid":"https://orcid.org/0009-0001-0314-3782"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoling Guo","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0001-0314-3782","affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044422170","display_name":"Shervin Shirmohammadi","orcid":"https://orcid.org/0000-0002-3973-4445"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Shervin Shirmohammadi","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada"],"raw_orcid":"https://orcid.org/0000-0002-3973-4445","affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Ottawa, Ottawa, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059978816","display_name":"Lu Qian","orcid":"https://orcid.org/0000-0001-8477-7877"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lu Qian","raw_affiliation_strings":["School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8477-7877","affiliations":[{"raw_affiliation_string":"School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014382593","display_name":"Yi Gong","orcid":"https://orcid.org/0000-0002-6291-8429"},"institutions":[{"id":"https://openalex.org/I78675632","display_name":"Beijing Information Science & Technology University","ror":"https://ror.org/04xnqep60","country_code":"CN","type":"education","lineage":["https://openalex.org/I78675632"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi Gong","raw_affiliation_strings":["School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-6291-8429","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Beijing Information Science and Technology University, Beijing, China","institution_ids":["https://openalex.org/I78675632"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042417372","display_name":"Xinjue Hu","orcid":"https://orcid.org/0000-0001-8304-9720"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjue Hu","raw_affiliation_strings":["Intelligent Transportation Systems Research Center, State Key Laboratory of Maritime Technology and Safety, Wuhan University of Technology, Wuhan, China","State Key Laboratory of Maritime Technology and Safety, Intelligent Transportation Systems Research Center, Wuhan University of Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8304-9720","affiliations":[{"raw_affiliation_string":"Intelligent Transportation Systems Research Center, State Key Laboratory of Maritime Technology and Safety, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"State Key Laboratory of Maritime Technology and Safety, Intelligent Transportation Systems Research Center, Wuhan University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I196699116"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5077274136"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":3.7863,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.93827635,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9591000080108643,"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":0.9591000080108643,"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":0.9124000072479248,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7041400671005249},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6987391710281372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6078054904937744},{"id":"https://openalex.org/keywords/isolation","display_name":"Isolation (microbiology)","score":0.6024659276008606},{"id":"https://openalex.org/keywords/discriminant","display_name":"Discriminant","score":0.598649263381958},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5962990522384644},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.5915011167526245},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.5836900472640991},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5398586988449097},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.49075087904930115},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.4605921506881714},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.42854517698287964},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4268343448638916},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3593718409538269},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18955478072166443},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.12792611122131348},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.08917263150215149},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.07371780276298523}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7041400671005249},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6987391710281372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6078054904937744},{"id":"https://openalex.org/C2775941552","wikidata":"https://www.wikidata.org/wiki/Q25212305","display_name":"Isolation (microbiology)","level":2,"score":0.6024659276008606},{"id":"https://openalex.org/C78397625","wikidata":"https://www.wikidata.org/wiki/Q192487","display_name":"Discriminant","level":2,"score":0.598649263381958},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5962990522384644},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.5915011167526245},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.5836900472640991},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5398586988449097},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.49075087904930115},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.4605921506881714},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.42854517698287964},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4268343448638916},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3593718409538269},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18955478072166443},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.12792611122131348},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.08917263150215149},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.07371780276298523},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C89423630","wikidata":"https://www.wikidata.org/wiki/Q7193","display_name":"Microbiology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3457923","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3457923","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":[{"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities","score":0.7099999785423279}],"awards":[{"id":"https://openalex.org/G3688111906","display_name":null,"funder_award_id":"72101194","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5800503845","display_name":null,"funder_award_id":"20YJC630096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6134653925","display_name":null,"funder_award_id":"2022YFB4300301","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W243674440","https://openalex.org/W1975132127","https://openalex.org/W1995443851","https://openalex.org/W2063922127","https://openalex.org/W2126584714","https://openalex.org/W2131246849","https://openalex.org/W2153635508","https://openalex.org/W2296719434","https://openalex.org/W2330534857","https://openalex.org/W2404692435","https://openalex.org/W2509236330","https://openalex.org/W2530133016","https://openalex.org/W2556013418","https://openalex.org/W2606521772","https://openalex.org/W2760451156","https://openalex.org/W2898375427","https://openalex.org/W2903580591","https://openalex.org/W2904460913","https://openalex.org/W2910881901","https://openalex.org/W2945769517","https://openalex.org/W2961333734","https://openalex.org/W2963167376","https://openalex.org/W2969828024","https://openalex.org/W2990122260","https://openalex.org/W2998115938","https://openalex.org/W3036798749","https://openalex.org/W3040413340","https://openalex.org/W3089183752","https://openalex.org/W3089874299","https://openalex.org/W3091779856","https://openalex.org/W3123146821","https://openalex.org/W3138301947","https://openalex.org/W3159802296","https://openalex.org/W3161853558","https://openalex.org/W3172306812","https://openalex.org/W3196420684","https://openalex.org/W3201753566","https://openalex.org/W3216937874","https://openalex.org/W4200134079","https://openalex.org/W4226506636","https://openalex.org/W4280555046","https://openalex.org/W4289792391","https://openalex.org/W4291961606","https://openalex.org/W4308842020","https://openalex.org/W4309768776","https://openalex.org/W4313259686","https://openalex.org/W4321016476","https://openalex.org/W4321380810","https://openalex.org/W4360596056","https://openalex.org/W4378349665","https://openalex.org/W4379206867","https://openalex.org/W4383199656","https://openalex.org/W4399096711"],"related_works":["https://openalex.org/W2350751952","https://openalex.org/W1999647744","https://openalex.org/W2362114017","https://openalex.org/W3147024994","https://openalex.org/W2063246903","https://openalex.org/W2374055396","https://openalex.org/W1978302214","https://openalex.org/W2021817983","https://openalex.org/W3008559849","https://openalex.org/W2371177901"],"abstract_inverted_index":{"The":[0],"increasing":[1],"complexity":[2],"and":[3,37,138],"varying":[4],"operational":[5,76],"conditions":[6],"of":[7,79,149],"today\u2019s":[8],"rotating":[9],"machinery":[10,160],"present":[11],"significant":[12],"challenges":[13],"for":[14],"automated":[15],"fault":[16,20,103,115,161],"diagnosis.":[17,104],"While":[18],"data-driven":[19],"diagnosis":[21],"methods":[22],"have":[23],"grown":[24],"in":[25,71,130,159],"popularity,":[26],"they":[27],"often":[28,127],"rely":[29],"heavily":[30],"on":[31,53,122],"full-cycle":[32,54],"data,":[33,55],"making":[34],"them":[35],"resource-intensive":[36],"less":[38],"adaptive":[39],"to":[40],"diverse":[41],"working":[42],"conditions.":[43],"Addressing":[44],"this":[45],"gap,":[46],"our":[47,110,144],"proposed":[48],"system":[49,145],"avoids":[50],"the":[51,62,89,107,120,136],"dependence":[52],"employing":[56],"an":[57,65,72,101,147],"efficient":[58],"two-stage":[59],"methodology.":[60],"In":[61],"initial":[63],"stage,":[64,91],"isolation":[66],"forest":[67],"(iForest)":[68],"module":[69,99],"operates":[70],"unsupervised":[73],"mode,":[74],"isolating":[75],"anomalies":[77,84],"indicative":[78],"potential":[80],"faults.":[81],"These":[82],"identified":[83],"are":[85,126],"then":[86],"channeled":[87],"into":[88],"second":[90],"where":[92],"a":[93,128,155],"adversarial":[94],"discriminant":[95],"domain":[96],"adaptation":[97],"(ADDA)":[98],"performs":[100],"in-depth":[102],"By":[105],"streamlining":[106],"diagnostic":[108],"process,":[109],"approach":[111],"not":[112],"only":[113],"accelerates":[114],"identification":[116],"but":[117],"also":[118],"reduces":[119],"reliance":[121],"extensive":[123],"datasets":[124,141],"that":[125,143],"staple":[129],"conventional":[131],"diagnostics.":[132,162],"Performance":[133],"evaluations":[134],"with":[135],"XJTU-SY":[137],"CWRU":[139],"bearing":[140],"show":[142],"reaches":[146],"accuracy":[148],"95.67%,":[150],"affirming":[151],"its":[152],"superiority":[153],"as":[154],"cost-efficient,":[156],"data-lean":[157],"solution":[158]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
