{"id":"https://openalex.org/W2901709667","doi":"https://doi.org/10.1177/0142331218807271","title":"New online kernel method with the Tabu search algorithm for process monitoring","display_name":"New online kernel method with the Tabu search algorithm for process monitoring","publication_year":2018,"publication_date":"2018-11-12","ids":{"openalex":"https://openalex.org/W2901709667","doi":"https://doi.org/10.1177/0142331218807271","mag":"2901709667"},"language":"en","primary_location":{"id":"doi:10.1177/0142331218807271","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331218807271","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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/A5020069052","display_name":"Hajer Lahdhiri","orcid":null},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"id":"https://openalex.org/I4391012590","display_name":"Ecole Nationale d'Ing\u00e9nieurs de Monastir","ror":"https://ror.org/045yr8682","country_code":null,"type":"education","lineage":["https://openalex.org/I166928557","https://openalex.org/I4391012590"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Hajer Lahdhiri","raw_affiliation_strings":["Research Laboratory of Automation, Signal Processing and Image (LARATSI), National Engineering School of Monastir, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory of Automation, Signal Processing and Image (LARATSI), National Engineering School of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557","https://openalex.org/I4391012590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044366157","display_name":"Khaoula Ben Abdellafou","orcid":"https://orcid.org/0000-0002-4691-5121"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Khaoula Ben Abdellafou","raw_affiliation_strings":["MARS (Modeling of Automated Reasoning Systems) Research Lab LR17ES05, Higher Institute of Computer Sciences and Communication Technologies (ISITCom), University of Sousse, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MARS (Modeling of Automated Reasoning Systems) Research Lab LR17ES05, Higher Institute of Computer Sciences and Communication Technologies (ISITCom), University of Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079213618","display_name":"Okba Taouali","orcid":"https://orcid.org/0000-0003-4610-7885"},"institutions":[{"id":"https://openalex.org/I166928557","display_name":"University of Monastir","ror":"https://ror.org/00nhtcg76","country_code":"TN","type":"education","lineage":["https://openalex.org/I166928557"]},{"id":"https://openalex.org/I4391012590","display_name":"Ecole Nationale d'Ing\u00e9nieurs de Monastir","ror":"https://ror.org/045yr8682","country_code":null,"type":"education","lineage":["https://openalex.org/I166928557","https://openalex.org/I4391012590"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Okba Taouali","raw_affiliation_strings":["Research Laboratory of Automation, Signal Processing and Image (LARATSI), National Engineering School of Monastir, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Research Laboratory of Automation, Signal Processing and Image (LARATSI), National Engineering School of Monastir, Tunisia","institution_ids":["https://openalex.org/I166928557","https://openalex.org/I4391012590"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043479229","display_name":"Majdi Mansouri","orcid":"https://orcid.org/0000-0001-6390-4304"},"institutions":[{"id":"https://openalex.org/I58152225","display_name":"Texas A&M University at Qatar","ror":"https://ror.org/03vb4dm14","country_code":"QA","type":"education","lineage":["https://openalex.org/I58152225","https://openalex.org/I91045830"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Majdi Mansouri","raw_affiliation_strings":["Electrical and Computer Engineering Program, Texas A&M University, Doha, Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Program, Texas A&M University, Doha, Qatar","institution_ids":["https://openalex.org/I58152225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085758758","display_name":"Ouajdi Korbaa","orcid":"https://orcid.org/0000-0003-4462-1805"},"institutions":[{"id":"https://openalex.org/I8636806","display_name":"University of Sousse","ror":"https://ror.org/00dmpgj58","country_code":"TN","type":"education","lineage":["https://openalex.org/I8636806"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Ouajdi Korbaa","raw_affiliation_strings":["MARS (Modeling of Automated Reasoning Systems) Research Lab LR17ES05, Higher Institute of Computer Sciences and Communication Technologies (ISITCom), University of Sousse, Tunisia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MARS (Modeling of Automated Reasoning Systems) Research Lab LR17ES05, Higher Institute of Computer Sciences and Communication Technologies (ISITCom), University of Sousse, Tunisia","institution_ids":["https://openalex.org/I8636806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5079213618"],"corresponding_institution_ids":["https://openalex.org/I166928557","https://openalex.org/I4391012590"],"apc_list":null,"apc_paid":null,"fwci":2.3739,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.89567465,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"41","issue":"10","first_page":"2687","last_page":"2698"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":1.0,"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":1.0,"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":0.9955999851226807,"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":0.9929999709129333,"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/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.791438639163971},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.6575074791908264},{"id":"https://openalex.org/keywords/fault-detection-and-isolation","display_name":"Fault detection and isolation","score":0.6175162196159363},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5322867035865784},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5181928277015686},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.5081787109375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.470889151096344},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44099441170692444},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32016313076019287},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.31394827365875244},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.23028677701950073},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1479870080947876}],"concepts":[{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.791438639163971},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.6575074791908264},{"id":"https://openalex.org/C152745839","wikidata":"https://www.wikidata.org/wiki/Q5438153","display_name":"Fault detection and isolation","level":3,"score":0.6175162196159363},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5322867035865784},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5181928277015686},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.5081787109375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.470889151096344},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44099441170692444},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32016313076019287},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.31394827365875244},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.23028677701950073},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1479870080947876},{"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/C172707124","wikidata":"https://www.wikidata.org/wiki/Q423488","display_name":"Actuator","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1177/0142331218807271","is_oa":false,"landing_page_url":"https://doi.org/10.1177/0142331218807271","pdf_url":null,"source":{"id":"https://openalex.org/S24148485","display_name":"Transactions of the Institute of Measurement and Control","issn_l":"0142-3312","issn":["0142-3312","1477-0369"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320017","host_organization_name":"SAGE Publishing","host_organization_lineage":["https://openalex.org/P4310320017"],"host_organization_lineage_names":["SAGE Publishing"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Transactions of the Institute of Measurement and Control","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":0.4399999976158142}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1526146785","https://openalex.org/W1965733010","https://openalex.org/W1969158915","https://openalex.org/W1971713304","https://openalex.org/W1971737252","https://openalex.org/W1972820141","https://openalex.org/W1978994389","https://openalex.org/W1986280275","https://openalex.org/W1994505190","https://openalex.org/W1998306559","https://openalex.org/W1998640076","https://openalex.org/W1999022704","https://openalex.org/W2004186751","https://openalex.org/W2011054000","https://openalex.org/W2013178156","https://openalex.org/W2014241185","https://openalex.org/W2026542340","https://openalex.org/W2030927677","https://openalex.org/W2047644361","https://openalex.org/W2048407872","https://openalex.org/W2057115194","https://openalex.org/W2068193536","https://openalex.org/W2068561554","https://openalex.org/W2072405524","https://openalex.org/W2083798553","https://openalex.org/W2084611828","https://openalex.org/W2099242680","https://openalex.org/W2108236032","https://openalex.org/W2110977463","https://openalex.org/W2140095548","https://openalex.org/W2149298154","https://openalex.org/W2152632846","https://openalex.org/W2170797631","https://openalex.org/W2263682090","https://openalex.org/W2334931264","https://openalex.org/W2337906410","https://openalex.org/W2440684443","https://openalex.org/W2471656365","https://openalex.org/W2576659527","https://openalex.org/W2769355916","https://openalex.org/W2779378862","https://openalex.org/W4390545247"],"related_works":["https://openalex.org/W2534878021","https://openalex.org/W2543923804","https://openalex.org/W2398887903","https://openalex.org/W2118232727","https://openalex.org/W2127229869","https://openalex.org/W1552109592","https://openalex.org/W4256035990","https://openalex.org/W2391961537","https://openalex.org/W2106786767","https://openalex.org/W2004465977"],"abstract_inverted_index":{"Process":[0,157],"monitoring":[1],"is":[2,22,64,107],"an":[3,43],"integral":[4],"part":[5],"of":[6,19,35,75,113,124],"chemical":[7],"process,":[8],"required":[9],"higher":[10],"product":[11],"quality":[12],"and":[13,28,97,109,134],"safety":[14],"operation.":[15],"Therefore,":[16],"the":[17,25,31,69,87,94,99,111,122,125,131,135,137,150],"objective":[18],"this":[20],"paper":[21],"to":[23,29,55,67,85,92],"ensure":[24],"suitable":[26],"functioning":[27],"improve":[30],"fault":[32,138],"detection":[33,139],"performance":[34],"conventional":[36,132],"kernel":[37],"Principal":[38],"Components":[39],"Analysis":[40],"(KPCA).":[41],"Thus,":[42],"online":[44,96],"Reduced":[45],"Rank":[46],"KPCA":[47,133],"(OnRR-KPCA)":[48],"with":[49,127],"adaptive":[50,128],"model":[51,101,129],"has":[52],"been":[53],"developed":[54,62],"monitor":[56,93],"a":[57,103,153],"dynamic":[58],"nonlinear":[59],"process.":[60],"The":[61],"method":[63],"proposed.":[65],"Firstly,":[66],"extract":[68],"useful":[70,105],"observations,":[71],"from":[72],"large":[73],"amount":[74],"training":[76],"data":[77],"registered":[78],"in":[79,83,117],"normal":[80],"operating":[81],"conditions,":[82],"order":[84],"construct":[86],"reduced":[88],"reference":[89,100],"model.":[90],"Secondly,":[91],"process":[95],"update":[98],"if":[102],"new":[104],"observation":[106],"available":[108],"satisfies":[110],"condition":[112],"independencies":[114],"between":[115],"variables":[116],"feature":[118],"space.":[119],"To":[120],"demonstrate":[121],"effectiveness":[123],"OnRR-KPCA":[126],"over":[130],"RR-KPCA,":[136],"performances":[140],"are":[141],"illustrated":[142],"through":[143],"two":[144],"examples:":[145],"one":[146],"using":[147,152],"synthetic":[148],"data,":[149],"second":[151],"simulated":[154],"Tennessee":[155],"Eastman":[156],"(TEP)":[158],"data.":[159]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}