{"id":"https://openalex.org/W4206063007","doi":"https://doi.org/10.1080/23307706.2021.2024459","title":"Adaptive LII-RMPLS based data-driven process monitoring scheme for quality-relevant fault detection","display_name":"Adaptive LII-RMPLS based data-driven process monitoring scheme for quality-relevant fault detection","publication_year":2022,"publication_date":"2022-01-13","ids":{"openalex":"https://openalex.org/W4206063007","doi":"https://doi.org/10.1080/23307706.2021.2024459"},"language":"en","primary_location":{"id":"doi:10.1080/23307706.2021.2024459","is_oa":false,"landing_page_url":"https://doi.org/10.1080/23307706.2021.2024459","pdf_url":null,"source":{"id":"https://openalex.org/S2475925340","display_name":"Journal of Control and Decision","issn_l":"2330-7706","issn":["2330-7706","2330-7714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control and Decision","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/A5013494616","display_name":"Xiaowei Feng","orcid":"https://orcid.org/0000-0002-5123-2069"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Feng","raw_affiliation_strings":["Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","Xi'an Research Institute of High Technology, Xi'an, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-5123-2069","affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"Xi'an Research Institute of High Technology, Xi'an, People's Republic of China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033624629","display_name":"Xiangyu Kong","orcid":"https://orcid.org/0000-0003-2084-7826"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiangyu Kong","raw_affiliation_strings":["Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","Xi'an Research Institute of High Technology, Xi'an, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-2084-7826","affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"Xi'an Research Institute of High Technology, Xi'an, People's Republic of China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053004844","display_name":"Boyang Du","orcid":"https://orcid.org/0000-0002-7101-9425"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyang Du","raw_affiliation_strings":["Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","Xi'an Research Institute of High Technology, Xi'an, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0002-7101-9425","affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"Xi'an Research Institute of High Technology, Xi'an, People's Republic of China","institution_ids":["https://openalex.org/I4210130660"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011262638","display_name":"Jiayu Luo","orcid":"https://orcid.org/0000-0003-3453-2286"},"institutions":[{"id":"https://openalex.org/I4210130660","display_name":"Xi'an High Tech University","ror":"https://ror.org/03vt7za95","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210130660"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiayu Luo","raw_affiliation_strings":["Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","Xi'an Research Institute of High Technology, Xi'an, People's Republic of China"],"raw_orcid":"https://orcid.org/0000-0003-3453-2286","affiliations":[{"raw_affiliation_string":"Xi\u2019an Research Institute of High Technology, Xi\u2019an, People\u2019s Republic of China","institution_ids":["https://openalex.org/I4210130660"]},{"raw_affiliation_string":"Xi'an Research Institute of High Technology, Xi'an, People's Republic of China","institution_ids":["https://openalex.org/I4210130660"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5033624629"],"corresponding_institution_ids":["https://openalex.org/I4210130660"],"apc_list":null,"apc_paid":null,"fwci":1.2902,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.77974809,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"9","issue":"4","first_page":"477","last_page":"488"},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9937000274658203,"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"}},{"id":"https://openalex.org/T12282","display_name":"Mineral Processing and Grinding","score":0.9918000102043152,"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":0.7386412620544434},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7179293632507324},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6585058569908142},{"id":"https://openalex.org/keywords/constant-false-alarm-rate","display_name":"Constant false alarm rate","score":0.6022527813911438},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.5412260293960571},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4769286513328552},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43199318647384644},{"id":"https://openalex.org/keywords/fault","display_name":"Fault (geology)","score":0.416096031665802},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41565608978271484},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22221088409423828}],"concepts":[{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.7386412620544434},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7179293632507324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6585058569908142},{"id":"https://openalex.org/C77052588","wikidata":"https://www.wikidata.org/wiki/Q644307","display_name":"Constant false alarm rate","level":2,"score":0.6022527813911438},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.5412260293960571},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4769286513328552},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43199318647384644},{"id":"https://openalex.org/C175551986","wikidata":"https://www.wikidata.org/wiki/Q47089","display_name":"Fault (geology)","level":2,"score":0.416096031665802},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41565608978271484},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22221088409423828},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C165205528","wikidata":"https://www.wikidata.org/wiki/Q83371","display_name":"Seismology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/23307706.2021.2024459","is_oa":false,"landing_page_url":"https://doi.org/10.1080/23307706.2021.2024459","pdf_url":null,"source":{"id":"https://openalex.org/S2475925340","display_name":"Journal of Control and Decision","issn_l":"2330-7706","issn":["2330-7706","2330-7714"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Control and Decision","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.5199999809265137}],"awards":[{"id":"https://openalex.org/G417141083","display_name":null,"funder_award_id":"61903375","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5504500574","display_name":null,"funder_award_id":"61673387","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8220464591","display_name":null,"funder_award_id":"2020JM-3","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1800730412","https://openalex.org/W1965747377","https://openalex.org/W1970537494","https://openalex.org/W2001255689","https://openalex.org/W2018201690","https://openalex.org/W2050274333","https://openalex.org/W2052828853","https://openalex.org/W2079577972","https://openalex.org/W2103711750","https://openalex.org/W2150788038","https://openalex.org/W2270231073","https://openalex.org/W2314981543","https://openalex.org/W2322097696","https://openalex.org/W2413579316","https://openalex.org/W2560143868","https://openalex.org/W2765130047","https://openalex.org/W2766957975","https://openalex.org/W2792056293","https://openalex.org/W2801599031","https://openalex.org/W2897150309","https://openalex.org/W2928156582","https://openalex.org/W2969865487","https://openalex.org/W3034346624"],"related_works":["https://openalex.org/W2998914036","https://openalex.org/W2388326001","https://openalex.org/W2770593030","https://openalex.org/W1977671905","https://openalex.org/W4281727072","https://openalex.org/W2390565185","https://openalex.org/W2560201613","https://openalex.org/W3154990682","https://openalex.org/W2171975302","https://openalex.org/W4388853665"],"abstract_inverted_index":{"The":[0],"partial":[1],"least":[2],"squares":[3],"(PLS)":[4],"method":[5,76,93,104,137],"has":[6,138],"been":[7],"successfully":[8],"applied":[9],"for":[10,29,77],"fault":[11,35,56,79],"diagnosis":[12],"in":[13,43],"industrial":[14],"production.":[15],"Compared":[16],"with":[17,123,147],"the":[18,22,47,54,72,88,96,101,112,127,135],"traditional":[19,124],"PLS":[20,24],"methods,":[21],"modified":[23],"(MPLS)":[25],"approach":[26,132],"is":[27,105],"available":[28],"slow-time-varying":[30],"data":[31],"processing":[32],"and":[33,46,81,85,119,141],"quality-relevant":[34,78,108],"detecting.":[36],"However,":[37],"it":[38],"encounters":[39],"heavy":[40],"computational":[41,82,143],"load":[42],"model":[44,130],"updating,":[45],"static":[48],"control":[49,98],"limits":[50],"often":[51],"lead":[52],"to":[53,94,116],"low":[55],"detection":[57,80],"rate":[58,64],"(FDR)":[59],"or":[60],"high":[61],"false":[62],"alarm":[63],"(FAR).":[65],"In":[66],"this":[67],"article,":[68],"we":[69],"first":[70],"introduce":[71],"recursive":[73],"MPLS":[74],"(RMPLS)":[75],"complexity":[83,144],"reducing,":[84],"then":[86],"combine":[87],"local":[89],"information":[90],"increment":[91],"(LII)":[92],"obtain":[95],"time-varying":[97,148],"limits.":[99],"First,":[100],"proposed":[102,136],"LII-RMPLS":[103],"capable":[106],"of":[107],"faults":[109],"detection.":[110],"Second,":[111],"adaptive":[113,128],"threshold":[114],"leads":[115],"higher":[117],"FDRs":[118],"lower":[120,142],"FARs":[121],"compared":[122],"methods.":[125],"Third,":[126],"parameter-matrices-based":[129],"updating":[131],"ensures":[133],"that":[134],"better":[139],"robustness":[140],"when":[145],"dealing":[146],"factors.":[149]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}