{"id":"https://openalex.org/W4389610422","doi":"https://doi.org/10.1109/tie.2023.3337553","title":"SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems","display_name":"SIR-Aided Dynamic Canonical Correlation Analysis for Fault Detection and Isolation of Industrial Automation Systems","publication_year":2023,"publication_date":"2023-12-12","ids":{"openalex":"https://openalex.org/W4389610422","doi":"https://doi.org/10.1109/tie.2023.3337553"},"language":"en","primary_location":{"id":"doi:10.1109/tie.2023.3337553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3337553","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","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/A5101986951","display_name":"Long Gao","orcid":"https://orcid.org/0000-0002-4825-2878"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Long Gao","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-4825-2878","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336696","display_name":"Donghui Li","orcid":"https://orcid.org/0000-0002-7810-4286"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghui Li","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-7810-4286","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100741331","display_name":"Zhiwen Chen","orcid":"https://orcid.org/0000-0002-4759-0904"},"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":"Zhiwen Chen","raw_affiliation_strings":["School of Automation, Central South University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0002-4759-0904","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/A5046071840","display_name":"Steven X. Ding","orcid":"https://orcid.org/0000-0002-5149-5918"},"institutions":[{"id":"https://openalex.org/I62318514","display_name":"University of Duisburg-Essen","ror":"https://ror.org/04mz5ra38","country_code":"DE","type":"education","lineage":["https://openalex.org/I62318514"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Steven X. Ding","raw_affiliation_strings":["Institute for Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Duisburg, Germany"],"raw_orcid":"https://orcid.org/0000-0002-5149-5918","affiliations":[{"raw_affiliation_string":"Institute for Automatic Control and Complex Systems (AKS), University of Duisburg-Essen, Duisburg, Germany","institution_ids":["https://openalex.org/I62318514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087736924","display_name":"Hao Luo","orcid":"https://orcid.org/0000-0003-2143-2438"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Luo","raw_affiliation_strings":["Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China"],"raw_orcid":"https://orcid.org/0000-0003-2143-2438","affiliations":[{"raw_affiliation_string":"Department of Control Science and Engineering, Harbin Institute of Technology, Harbin, China","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3085,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.80905024,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"71","issue":"9","first_page":"11560","last_page":"11570"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10220","display_name":"Machine Fault Diagnosis Techniques","score":0.9708999991416931,"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/T12282","display_name":"Mineral Processing and Grinding","score":0.9625999927520752,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.8122613430023193},{"id":"https://openalex.org/keywords/residual","display_name":"Residual","score":0.7080846428871155},{"id":"https://openalex.org/keywords/canonical-correlation","display_name":"Canonical correlation","score":0.6164125800132751},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.5766716599464417},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5600599646568298},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4316534399986267},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.41560444235801697},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.3750128448009491},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.335005521774292},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.26914793252944946},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2041969895362854},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.07440346479415894}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.8122613430023193},{"id":"https://openalex.org/C155512373","wikidata":"https://www.wikidata.org/wiki/Q287450","display_name":"Residual","level":2,"score":0.7080846428871155},{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.6164125800132751},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.5766716599464417},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5600599646568298},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4316534399986267},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.41560444235801697},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3750128448009491},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.335005521774292},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.26914793252944946},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2041969895362854},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.07440346479415894},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"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/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tie.2023.3337553","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tie.2023.3337553","pdf_url":null,"source":{"id":"https://openalex.org/S58031724","display_name":"IEEE Transactions on Industrial Electronics","issn_l":"0278-0046","issn":["0278-0046","1557-9948"],"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 Electronics","raw_type":"journal-article"},{"id":"pmh:oai:bibliographie.ub.uni-due.de:ubo_mods_00214784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/TIE.2023.3337553","pdf_url":null,"source":{"id":"https://openalex.org/S7407055102","display_name":"Universit\u00e4tsbibliographie, Universit\u00e4t Duisburg-Essen","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2892021754","display_name":null,"funder_award_id":"62273253","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4088926814","display_name":null,"funder_award_id":"2022BKY104","funder_id":"https://openalex.org/F4320336754","funder_display_name":"Tianjin Research Innovation Project for Postgraduate Students"},{"id":"https://openalex.org/G7170994555","display_name":null,"funder_award_id":"2022JJ20076","funder_id":"https://openalex.org/F4320322843","funder_display_name":"Natural Science Foundation of\u00a0Hunan Province"},{"id":"https://openalex.org/G7609955883","display_name":null,"funder_award_id":"62173349","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"},{"id":"https://openalex.org/F4320322843","display_name":"Natural Science Foundation of\u00a0Hunan Province","ror":null},{"id":"https://openalex.org/F4320336754","display_name":"Tianjin Research Innovation Project for Postgraduate Students","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1970537494","https://openalex.org/W1988581389","https://openalex.org/W1989199053","https://openalex.org/W1991203474","https://openalex.org/W1997616741","https://openalex.org/W2007831174","https://openalex.org/W2025735965","https://openalex.org/W2042342113","https://openalex.org/W2065313971","https://openalex.org/W2065636071","https://openalex.org/W2072664415","https://openalex.org/W2086072340","https://openalex.org/W2087285421","https://openalex.org/W2088683982","https://openalex.org/W2170797631","https://openalex.org/W2217088832","https://openalex.org/W2234690043","https://openalex.org/W2741385306","https://openalex.org/W2803866832","https://openalex.org/W2806395723","https://openalex.org/W2895200754","https://openalex.org/W2901910304","https://openalex.org/W2903070594","https://openalex.org/W2912687720","https://openalex.org/W2950426297","https://openalex.org/W2962041866","https://openalex.org/W3035533777","https://openalex.org/W3045588285","https://openalex.org/W3094086031","https://openalex.org/W3104233578","https://openalex.org/W3109994442","https://openalex.org/W3134093839","https://openalex.org/W3154687200","https://openalex.org/W3159622438","https://openalex.org/W3214649496","https://openalex.org/W4205093092","https://openalex.org/W4231980343","https://openalex.org/W4235178178","https://openalex.org/W4285040511"],"related_works":["https://openalex.org/W1565185441","https://openalex.org/W1968846550","https://openalex.org/W302711736","https://openalex.org/W2313359725","https://openalex.org/W2375550484","https://openalex.org/W2619932150","https://openalex.org/W4385301753","https://openalex.org/W2171501125","https://openalex.org/W2770006443","https://openalex.org/W2617234683"],"abstract_inverted_index":{"In":[0,73],"this":[1,57,74],"work,":[2],"fault":[3,113,128,133,139],"detection":[4],"and":[5,25,122,172],"isolation":[6,134],"(FDI)":[7],"of":[8,22,33,51,53,85,142,153],"industrial":[9],"automation":[10],"systems":[11],"with":[12,30,164],"a":[13,39,59,150,169,173,184],"closed-loop":[14,54,87],"configuration":[15],"is":[16,28,71,78,108,144,147,160],"under":[17],"consideration.":[18],"Specifically,":[19],"the":[20,23,31,34,43,86,94,100,112,117,127,138,154,180,189],"mean":[21],"input":[24,121],"output":[26],"vectors":[27,84],"time-varying":[29,101],"variation":[32],"reference":[35],"vectors.":[36],"This":[37],"brings":[38],"great":[40],"challenge":[41],"to":[42,98],"existing":[44],"multivariate":[45],"analysis-based":[46],"methods,":[47],"which":[48,110],"are":[49,89],"lack":[50],"consideration":[52],"dynamics.":[55],"To":[56],"end,":[58],"stable":[60],"image":[61],"representation":[62],"(SIR)-aided":[63],"dynamic":[64,88],"canonical":[65],"correlation":[66,118],"analysis":[67,152],"(SD-CCA)-based":[68],"FDI":[69,186],"method":[70,135,182],"proposed.":[72,145],"method,":[75,156],"residual":[76,106],"generation":[77],"performed":[79],"in":[80],"two":[81],"steps.":[82],"Residual":[83],"first":[90],"generated":[91],"based":[92,136],"on":[93,137,168],"identified":[95],"data-driven":[96],"SIR":[97],"remove":[99],"mean.":[102],"Then,":[103],"an":[104,131],"SD-CCA-based":[105],"generator":[107],"established,":[109],"enhances":[111],"detectability":[114],"by":[115,125,149,162],"considering":[116],"between":[119],"zero-mean":[120],"output.":[123],"Finally,":[124],"maximizing":[126],"direction":[129,140],"angle,":[130],"optimal":[132],"angle":[141],"SD-CCA":[143],"It":[146],"followed":[148],"sensitivity":[151],"proposed":[155,181],"furthermore,":[157],"whose":[158],"performance":[159,187],"evaluated":[161],"comparing":[163],"several":[165],"state-of-the-art":[166],"methods":[167],"numerical":[170],"simulation":[171],"real":[174],"chiller":[175],"system.":[176],"Results":[177],"show":[178],"that":[179],"has":[183],"better":[185],"than":[188],"compared":[190],"methods.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}