{"id":"https://openalex.org/W4250085152","doi":"https://doi.org/10.1109/wsc.2008.4736249","title":"Nonlinear process modeling and optimization based on Multiway Kernel Partial Least Squares model","display_name":"Nonlinear process modeling and optimization based on Multiway Kernel Partial Least Squares model","publication_year":2008,"publication_date":"2008-12-01","ids":{"openalex":"https://openalex.org/W4250085152","doi":"https://doi.org/10.1109/wsc.2008.4736249"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2008.4736249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736249","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-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/A5072300975","display_name":"Liqing Di","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liqing Di","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018470147","display_name":"Zhihua Xiong","orcid":"https://orcid.org/0000-0001-8796-1004"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihua Xiong","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110249158","display_name":"Xianhui Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianhui Yang","raw_affiliation_strings":["Department of Automation, Tsinghua University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Automation, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I99065089"],"apc_list":null,"apc_paid":null,"fwci":1.5926,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87058824,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"1645","last_page":"1651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9995999932289124,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9984999895095825,"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/T14249","display_name":"Water Quality Monitoring and Analysis","score":0.9779000282287598,"subfield":{"id":"https://openalex.org/subfields/2311","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sequential-quadratic-programming","display_name":"Sequential quadratic programming","score":0.7675666809082031},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6744507551193237},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5868417024612427},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5702247619628906},{"id":"https://openalex.org/keywords/quadratic-programming","display_name":"Quadratic programming","score":0.5217331647872925},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.4467608332633972},{"id":"https://openalex.org/keywords/optimization-problem","display_name":"Optimization problem","score":0.4253215193748474},{"id":"https://openalex.org/keywords/least-squares-function-approximation","display_name":"Least-squares function approximation","score":0.41624781489372253},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.40994518995285034},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27978506684303284}],"concepts":[{"id":"https://openalex.org/C198927703","wikidata":"https://www.wikidata.org/wiki/Q4373881","display_name":"Sequential quadratic programming","level":3,"score":0.7675666809082031},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6744507551193237},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5868417024612427},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5702247619628906},{"id":"https://openalex.org/C81845259","wikidata":"https://www.wikidata.org/wiki/Q290117","display_name":"Quadratic programming","level":2,"score":0.5217331647872925},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.4467608332633972},{"id":"https://openalex.org/C137836250","wikidata":"https://www.wikidata.org/wiki/Q984063","display_name":"Optimization problem","level":2,"score":0.4253215193748474},{"id":"https://openalex.org/C9936470","wikidata":"https://www.wikidata.org/wiki/Q6510405","display_name":"Least-squares function approximation","level":3,"score":0.41624781489372253},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.40994518995285034},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27978506684303284},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C185429906","wikidata":"https://www.wikidata.org/wiki/Q1130160","display_name":"Estimator","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2008.4736249","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2008.4736249","pdf_url":null,"source":{"id":"https://openalex.org/S4363608392","display_name":"2008 Winter Simulation Conference","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 Winter Simulation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.434.5421","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.434.5421","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc08papers/202.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.41999998688697815,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1803053306","https://openalex.org/W1965747377","https://openalex.org/W1974222754","https://openalex.org/W1978686015","https://openalex.org/W1979218512","https://openalex.org/W1979612645","https://openalex.org/W2004046805","https://openalex.org/W2009270776","https://openalex.org/W2030570659","https://openalex.org/W2042810309","https://openalex.org/W2044772846","https://openalex.org/W2084431767","https://openalex.org/W2111206974","https://openalex.org/W2139269942","https://openalex.org/W2162158212","https://openalex.org/W2163297595","https://openalex.org/W6676602738","https://openalex.org/W6680508596"],"related_works":["https://openalex.org/W4206704743","https://openalex.org/W4313119266","https://openalex.org/W2164807043","https://openalex.org/W4231448069","https://openalex.org/W2019128690","https://openalex.org/W2128461291","https://openalex.org/W2355907103","https://openalex.org/W1495847109","https://openalex.org/W2270789747","https://openalex.org/W2390817143"],"abstract_inverted_index":{"MKPLS":[0,52,68],"(multiway":[1],"kernel":[2],"partial":[3],"least":[4],"squares)":[5],"methods":[6],"are":[7,71],"used":[8,55,72],"to":[9,56],"model":[10,53,69],"the":[11,20,31,34,37,58,62,67,92,101],"batch":[12,44],"processes":[13],"from":[14],"process":[15],"operational":[16],"data.":[17],"To":[18],"improve":[19],"optimization":[21,25,41,59,93],"performance,":[22],"a":[23,82],"batch-to-batch":[24],"strategy":[26,78],"is":[27,54,79],"proposed":[28,77],"based":[29],"on":[30,81],"idea":[32],"of":[33,66,86,100],"similarity":[35],"between":[36],"iterations":[38],"during":[39],"numerical":[40],"and":[42,61],"successive":[43],"runs.":[45],"SQP":[46],"(Sequential":[47],"Quadratic":[48],"Programming)":[49],"coupling":[50],"with":[51],"solve":[57],"problem,":[60],"plant":[63],"data,":[64],"instead":[65],"predictions,":[70],"in":[73,98],"gradient":[74],"calculation.":[75],"The":[76,88],"illustrated":[80],"simulated":[83],"bulk":[84],"polymerization":[85],"styrene.":[87],"results":[89],"demonstrate":[90],"that":[91],"performance":[94],"has":[95],"been":[96],"improved":[97],"spite":[99],"model-plant":[102],"mismatches.":[103]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
