{"id":"https://openalex.org/W4393139844","doi":"https://doi.org/10.1109/tii.2024.3372023","title":"A Fault-Targeted Gated Recurrent Unit-Canonical Correlation Analysis Method for Incipient Fault Detection","display_name":"A Fault-Targeted Gated Recurrent Unit-Canonical Correlation Analysis Method for Incipient Fault Detection","publication_year":2024,"publication_date":"2024-03-25","ids":{"openalex":"https://openalex.org/W4393139844","doi":"https://doi.org/10.1109/tii.2024.3372023"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2024.3372023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3372023","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/A5006084228","display_name":"Bing Song","orcid":"https://orcid.org/0000-0003-1379-245X"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bing Song","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-1379-245X","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054974260","display_name":"Chengfeng Zheng","orcid":"https://orcid.org/0009-0005-2411-5341"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengfeng Zheng","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0009-0005-2411-5341","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102811708","display_name":"Yuting Jin","orcid":"https://orcid.org/0000-0003-0192-5833"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuting Jin","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0003-0192-5833","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091670895","display_name":"Hongbo Shi","orcid":"https://orcid.org/0000-0001-9400-1415"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongbo Shi","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9400-1415","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002718892","display_name":"Yang Tao","orcid":"https://orcid.org/0000-0002-5058-8899"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Tao","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-5058-8899","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043646485","display_name":"Shuai Tan","orcid":"https://orcid.org/0000-0001-9626-7831"},"institutions":[{"id":"https://openalex.org/I143593769","display_name":"East China University of Science and Technology","ror":"https://ror.org/01vyrm377","country_code":"CN","type":"education","lineage":["https://openalex.org/I143593769"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuai Tan","raw_affiliation_strings":["Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0001-9626-7831","affiliations":[{"raw_affiliation_string":"Key Laboratory of Advanced Control and Optimization for Chemical Processes of the Ministry of Education, East China University of Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I143593769"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5006084228"],"corresponding_institution_ids":["https://openalex.org/I143593769"],"apc_list":null,"apc_paid":null,"fwci":8.6332,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.98293323,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"20","issue":"6","first_page":"8739","last_page":"8748"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9871000051498413,"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":0.9871000051498413,"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/canonical-correlation","display_name":"Canonical correlation","score":0.7365847826004028},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.57363361120224},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.5420634746551514},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.5216798782348633},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5145835280418396},{"id":"https://openalex.org/keywords/unit","display_name":"Unit (ring theory)","score":0.4172065556049347},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3727116584777832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28215697407722473},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23004865646362305},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1284303069114685},{"id":"https://openalex.org/keywords/seismology","display_name":"Seismology","score":0.07564166188240051}],"concepts":[{"id":"https://openalex.org/C153874254","wikidata":"https://www.wikidata.org/wiki/Q115542","display_name":"Canonical correlation","level":2,"score":0.7365847826004028},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.57363361120224},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.5420634746551514},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.5216798782348633},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5145835280418396},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.4172065556049347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3727116584777832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28215697407722473},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23004865646362305},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1284303069114685},{"id":"https://openalex.org/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.07564166188240051},{"id":"https://openalex.org/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C145420912","wikidata":"https://www.wikidata.org/wiki/Q853077","display_name":"Mathematics education","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2024.3372023","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2024.3372023","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/13","score":0.4699999988079071,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G1303259276","display_name":null,"funder_award_id":"62103149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3260839939","display_name":null,"funder_award_id":"62073140","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5432695292","display_name":null,"funder_award_id":"62273147","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G80225601","display_name":null,"funder_award_id":"62073141","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8716484130","display_name":null,"funder_award_id":"21QA1401800","funder_id":"https://openalex.org/F4320327803","funder_display_name":"Shanghai Rising-Star Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327803","display_name":"Shanghai Rising-Star Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W567350711","https://openalex.org/W1966863755","https://openalex.org/W1981586857","https://openalex.org/W2019648171","https://openalex.org/W2036172078","https://openalex.org/W2103711750","https://openalex.org/W2136848157","https://openalex.org/W2217088832","https://openalex.org/W2322097696","https://openalex.org/W2326696126","https://openalex.org/W2593600534","https://openalex.org/W2741385306","https://openalex.org/W2754051771","https://openalex.org/W2767464971","https://openalex.org/W2801396593","https://openalex.org/W2804922673","https://openalex.org/W2908658073","https://openalex.org/W2914474532","https://openalex.org/W2941788244","https://openalex.org/W2954948446","https://openalex.org/W2965875348","https://openalex.org/W2968227736","https://openalex.org/W2977049471","https://openalex.org/W3020138377","https://openalex.org/W3043820883","https://openalex.org/W3088872406","https://openalex.org/W3091068909","https://openalex.org/W3109469345","https://openalex.org/W3126794061","https://openalex.org/W3154687200","https://openalex.org/W3194223064","https://openalex.org/W3208459708","https://openalex.org/W4290960142","https://openalex.org/W4318953216"],"related_works":["https://openalex.org/W2367413540","https://openalex.org/W1968846550","https://openalex.org/W2070623039","https://openalex.org/W1991315556","https://openalex.org/W4387164999","https://openalex.org/W2006749424","https://openalex.org/W3131670725","https://openalex.org/W2334424990","https://openalex.org/W2354853260","https://openalex.org/W2389459357"],"abstract_inverted_index":{"To":[0],"solve":[1],"the":[2,46,51,54,74,77,88,91,105,114,117,124],"problem":[3],"of":[4,53,76],"incipient":[5,47],"fault":[6,9,24,55,60,82,99,108],"detection,":[7],"a":[8,32,59,80],"targeted":[10,25],"gated":[11,26],"recurrent":[12,27],"unit-canonical":[13],"correlation":[14],"analysis":[15],"(CCA)":[16],"method":[17,110,120,126],"is":[18,63,85,95,100,111,121],"proposed.":[19,86],"First,":[20],"this":[21,103],"article":[22],"proposed":[23,118,125],"unit":[28],"(FTGRU)":[29],"to":[30,45,72],"establish":[31],"temporal":[33],"feature":[34],"extraction":[35],"model.":[36,57],"The":[37],"features":[38],"extracted":[39],"by":[40,65,132],"FTGRU":[41],"are":[42,130],"more":[43],"sensitive":[44],"faults,":[48],"thus":[49],"increasing":[50],"accuracy":[52],"detection":[56,61,78,83,109,128],"Then,":[58],"model":[62,94],"established":[64],"CCA":[66,93],"method.":[67],"In":[68,113],"addition,":[69],"in":[70],"order":[71],"ensure":[73],"universality":[75],"model,":[79],"multilayer":[81],"strategy":[84,129],"At":[87],"first":[89],"layer,":[90,104,116],"basic":[92],"used.":[96,122],"When":[97],"no":[98],"detected":[101],"at":[102],"second":[106,115],"layer":[107],"enabled.":[112],"FTGRU-CCA":[119],"Finally,":[123],"and":[127],"validated":[131],"two":[133],"different":[134],"industrial":[135],"cases.":[136]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":22},{"year":2024,"cited_by_count":3}],"updated_date":"2026-05-07T13:39:58.223016","created_date":"2025-10-10T00:00:00"}