{"id":"https://openalex.org/W4389104618","doi":"https://doi.org/10.1109/tim.2023.3334369","title":"A Two-Layer Distributed Fault Diagnosis Method Based on Correlation Feature Transfer for Large-Scale Sequential Process Industries","display_name":"A Two-Layer Distributed Fault Diagnosis Method Based on Correlation Feature Transfer for Large-Scale Sequential Process Industries","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389104618","doi":"https://doi.org/10.1109/tim.2023.3334369"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3334369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3334369","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/A5010600433","display_name":"Chi Zhang","orcid":"https://orcid.org/0000-0003-3929-8660"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chi Zhang","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0003-3929-8660","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459936","display_name":"Jie Dong","orcid":"https://orcid.org/0000-0001-7585-6637"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Dong","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-7585-6637","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006361406","display_name":"Sikun Meng","orcid":"https://orcid.org/0009-0000-9223-7889"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sikun Meng","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0000-9223-7889","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091968516","display_name":"Zhiyu Cong","orcid":null},"institutions":[{"id":"https://openalex.org/I4210094030","display_name":"Ansteel (China)","ror":"https://ror.org/00sgtyj59","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210094030"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiyu Cong","raw_affiliation_strings":["Hot Rolling Plant, Ansteel Group Chaoyang Iron and Steel Company Ltd., Anshan, China","Hot Rolling Plant, Ansteel Group Chaoyang Iron and Steel Company Ltd, Anshan, Liaoning, China"],"raw_orcid":"https://orcid.org/0009-0009-5536-3777","affiliations":[{"raw_affiliation_string":"Hot Rolling Plant, Ansteel Group Chaoyang Iron and Steel Company Ltd., Anshan, China","institution_ids":["https://openalex.org/I4210094030"]},{"raw_affiliation_string":"Hot Rolling Plant, Ansteel Group Chaoyang Iron and Steel Company Ltd, Anshan, Liaoning, China","institution_ids":["https://openalex.org/I4210094030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016153320","display_name":"Kaixiang Peng","orcid":"https://orcid.org/0000-0001-8314-3047"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaixiang Peng","raw_affiliation_strings":["Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, China","School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0001-8314-3047","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, School of Automation and Electrical Engineering, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"National Engineering Research Center for Advanced Rolling and Intelligent Manufacturing, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]},{"raw_affiliation_string":"School of Automation and Electrical Engineering, Key Laboratory of Knowledge Automation for Industrial Processes of Ministry of Education, University of Science and Technology Beijing, Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"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":0.80831762,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9950000047683716,"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":0.9950000047683716,"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":0.9865000247955322,"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"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9660000205039978,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.6285730600357056},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5477357506752014},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5206246376037598},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4870898723602295},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4743667542934418},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.46824753284454346},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.45781248807907104},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43418294191360474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3189051151275635},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2041417956352234}],"concepts":[{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.6285730600357056},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5477357506752014},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5206246376037598},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4870898723602295},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4743667542934418},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.46824753284454346},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.45781248807907104},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43418294191360474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3189051151275635},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2041417956352234},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3334369","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3334369","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/17","score":0.5400000214576721,"display_name":"Partnerships for the goals"}],"awards":[{"id":"https://openalex.org/G1614224668","display_name":null,"funder_award_id":"62273030","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3176671857","display_name":null,"funder_award_id":"2021YFB3301200","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5182917937","display_name":null,"funder_award_id":"U21A20483","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6026731628","display_name":null,"funder_award_id":"62273031","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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W1965747377","https://openalex.org/W1977272845","https://openalex.org/W1981423574","https://openalex.org/W2068193536","https://openalex.org/W2077776048","https://openalex.org/W2123649031","https://openalex.org/W2136295067","https://openalex.org/W2140638323","https://openalex.org/W2158958729","https://openalex.org/W2275031392","https://openalex.org/W2316093926","https://openalex.org/W2318574684","https://openalex.org/W2494112937","https://openalex.org/W2514088303","https://openalex.org/W2563202971","https://openalex.org/W2608273225","https://openalex.org/W2751584934","https://openalex.org/W2886478610","https://openalex.org/W2910119232","https://openalex.org/W2995351248","https://openalex.org/W3005338624","https://openalex.org/W3018109943","https://openalex.org/W3102592431","https://openalex.org/W3129537412","https://openalex.org/W3157123770","https://openalex.org/W3166788799","https://openalex.org/W3168685493","https://openalex.org/W3208838424","https://openalex.org/W3213536868","https://openalex.org/W4206552269","https://openalex.org/W4206553297","https://openalex.org/W4210679789","https://openalex.org/W4283837614","https://openalex.org/W4285204528","https://openalex.org/W4285218753","https://openalex.org/W4312886694"],"related_works":["https://openalex.org/W2372403409","https://openalex.org/W4242726756","https://openalex.org/W3147584709","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W144832045","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W1979328687","https://openalex.org/W2256933480"],"abstract_inverted_index":{"Plant-wide":[0],"process":[1,71,84,90,234,279],"monitoring":[2,186,211,235,243],"and":[3,13,37,61,82,94,132,140,184,193,219,251,261,280],"fault":[4,45,75,259],"diagnosis":[5,46,76,260],"are":[6,148,191,198,237,256],"key":[7],"technologies":[8],"to":[9,23,112,125,145,170],"ensure":[10],"the":[11,16,24,56,63,79,83,89,103,114,127,133,141,153,159,163,166,172,182,194,208,216,242,249,262,281],"high-efficiency":[12],"safety":[14],"of":[15,66,137,165,223],"production.":[17],"This":[18],"article":[19],"pays":[20],"close":[21],"attention":[22],"new":[25],"characteristics":[26],"in":[27,228],"modern":[28],"large-scale":[29],"sequential":[30,98],"industries,":[31],"including":[32],"long":[33],"process,":[34,156],"multiunit":[35],"cooperation,":[36],"strong":[38],"coupling":[39,57,128],"among":[40,130],"subblocks.":[41,99,178],"A":[42],"two-layer":[43],"distributed":[44,74],"method":[47],"based":[48,239],"on":[49,240,273],"feature":[50,64,154,174],"transfer":[51,175],"is":[52,86,92,110,123,213,271],"proposed.":[53],"By":[54],"characterizing":[55],"correlation":[58,120],"between":[59,177],"subblocks":[60,68,131,147],"imposing":[62],"heredity":[65],"adjacent":[67,168],"into":[69],"plant-wide":[70,233],"modeling,":[72],"a":[73,229,274],"framework":[77,270],"at":[78],"subblock":[80,139,169,190,209],"layer":[81,85,210],"developed.":[87],"First,":[88],"decomposition":[91],"performed":[93],"we":[95,157],"obtain":[96],"several":[97],"For":[100],"each":[101,138,189],"subblock,":[102],"local":[104],"tangent":[105],"space":[106],"alignment":[107],"(LTSA)":[108],"algorithm":[109],"employed":[111],"perform":[113],"nonlinear":[115],"dimension":[116],"reduction.":[117],"Then,":[118],"canonical":[119],"analysis":[121],"(CCA)":[122],"used":[124],"characterize":[126],"relationships":[129],"internal":[134,183,217,250],"unique":[135],"features":[136,143,161],"external":[142,160,185,252],"related":[144],"other":[146],"extracted":[149],"by":[150,200],"CCA.":[151],"In":[152,205],"extraction":[155],"use":[158],"as":[162],"input":[164],"next":[167],"model":[171,212],"chain":[173],"effect":[176],"On":[179],"this":[180,206],"basis,":[181],"statistics":[187],"for":[188,258],"constructed":[192],"corresponding":[195],"control":[196],"limits":[197],"determined":[199],"kernel":[201],"density":[202],"estimation":[203],"(KDE).":[204],"way,":[207],"developed,":[214],"where":[215],"fluctuations":[218],"underlying":[220],"propagation":[221],"tendency":[222],"anomalies":[224],"can":[225,265],"be":[226,266],"monitored":[227],"fine-scale":[230],"manner.":[231],"The":[232,268],"results":[236,282],"reached":[238],"all":[241],"submodels":[244],"via":[245],"Bayesian":[246],"fusion.":[247],"Finally,":[248],"statistics-based":[253],"contribution":[254],"plots":[255],"designed":[257],"fault-relevant":[263],"variables":[264],"located.":[267],"proposed":[269],"testified":[272],"real":[275],"hot":[276],"strip":[277],"mill":[278],"show":[283],"its":[284],"effectiveness.":[285]},"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"}