{"id":"https://openalex.org/W1544103998","doi":"https://doi.org/10.23919/ecc.1999.7099424","title":"A performance measure for constrained model predictive controllers","display_name":"A performance measure for constrained model predictive controllers","publication_year":1999,"publication_date":"1999-08-01","ids":{"openalex":"https://openalex.org/W1544103998","doi":"https://doi.org/10.23919/ecc.1999.7099424","mag":"1544103998"},"language":"en","primary_location":{"id":"doi:10.23919/ecc.1999.7099424","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.1999.7099424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1999 European Control Conference (ECC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5007423932","display_name":"Yongchun Zhang","orcid":"https://orcid.org/0000-0001-7507-7297"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yongchun Zhang","raw_affiliation_strings":["Louisiana State University Paul M Hebert Law Center, Baton Rouge, LA, US","Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA 70803-7303"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University Paul M Hebert Law Center, Baton Rouge, LA, US","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA 70803-7303","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085032105","display_name":"Michael A. Henson","orcid":"https://orcid.org/0000-0003-1969-4906"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Michael A. Henson","raw_affiliation_strings":["Louisiana State University Paul M Hebert Law Center, Baton Rouge, LA, US","Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA 70803-7303"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Louisiana State University Paul M Hebert Law Center, Baton Rouge, LA, US","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"Department of Chemical Engineering, Louisiana State University, Baton Rouge, LA 70803-7303","institution_ids":["https://openalex.org/I121820613"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I121820613"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"918","last_page":"923"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","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/T10791","display_name":"Advanced Control Systems Optimization","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/T10876","display_name":"Fault Detection and Control Systems","score":0.9995999932289124,"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/T11053","display_name":"Process Optimization and Integration","score":0.9983000159263611,"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/multivariable-calculus","display_name":"Multivariable calculus","score":0.8331238031387329},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.8294941782951355},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.7944880723953247},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.7576203346252441},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.6070795655250549},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6008794903755188},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5597758889198303},{"id":"https://openalex.org/keywords/fractionating-column","display_name":"Fractionating column","score":0.5413306951522827},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5004997253417969},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.4858643412590027},{"id":"https://openalex.org/keywords/minimum-variance-unbiased-estimator","display_name":"Minimum-variance unbiased estimator","score":0.4493374228477478},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3738686740398407},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.36310768127441406},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3544656038284302},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.22771093249320984},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20914942026138306},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.14086931943893433},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.09818574786186218},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.09266036748886108}],"concepts":[{"id":"https://openalex.org/C117312493","wikidata":"https://www.wikidata.org/wiki/Q2035437","display_name":"Multivariable calculus","level":2,"score":0.8331238031387329},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.8294941782951355},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.7944880723953247},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.7576203346252441},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.6070795655250549},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6008794903755188},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5597758889198303},{"id":"https://openalex.org/C154030694","wikidata":"https://www.wikidata.org/wiki/Q1436074","display_name":"Fractionating column","level":3,"score":0.5413306951522827},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5004997253417969},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.4858643412590027},{"id":"https://openalex.org/C165646398","wikidata":"https://www.wikidata.org/wiki/Q3755281","display_name":"Minimum-variance unbiased estimator","level":3,"score":0.4493374228477478},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3738686740398407},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.36310768127441406},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3544656038284302},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.22771093249320984},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20914942026138306},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.14086931943893433},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.09818574786186218},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.09266036748886108},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ecc.1999.7099424","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ecc.1999.7099424","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"1999 European Control Conference (ECC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1965324089","https://openalex.org/W1988918758","https://openalex.org/W2030295995","https://openalex.org/W2037208340","https://openalex.org/W2090718289","https://openalex.org/W2122512809","https://openalex.org/W2135470920","https://openalex.org/W2137464508","https://openalex.org/W2144636340","https://openalex.org/W2147844094","https://openalex.org/W2168628533"],"related_works":["https://openalex.org/W2050101066","https://openalex.org/W2081242219","https://openalex.org/W2358882807","https://openalex.org/W2733965027","https://openalex.org/W2080588234","https://openalex.org/W2707216658","https://openalex.org/W4233010931","https://openalex.org/W2366945150","https://openalex.org/W2118475386","https://openalex.org/W2143721411"],"abstract_inverted_index":{"Model":[0],"predictive":[1],"control":[2,7,46,58,98],"(MPC)":[3],"is":[4,19,105,129],"the":[5,37,78,92,108,111,115],"dominant":[6],"technology":[8],"for":[9,53,87],"constrained,":[10],"multivariable":[11,29],"chemical":[12],"processes.":[13],"Performance":[14],"assessment":[15,31],"of":[16,80,110,122],"MPC":[17,54,74,88,126],"controllers":[18,55,89],"an":[20],"important":[21],"problem":[22],"that":[23,41,90],"has":[24],"received":[25],"little":[26],"attention.":[27],"Most":[28],"controller":[30,75],"techniques":[32],"are":[33,63],"based":[34],"on":[35],"comparing":[36],"actual":[38,116],"performance":[39,68,85,100,113,117,127],"to":[40,96,114,131],"achievable":[42],"under":[43,101],"minimum":[44,66],"variance":[45,67],"(MVC).":[47],"MVC":[48,133],"measures":[49],"not":[50],"well":[51],"suited":[52],"because":[56],"inherent":[57],"limitations":[59],"imposed":[60],"by":[61,72],"constraints":[62],"neglected":[64],"and":[65],"may":[69],"be":[70],"unachievable":[71],"any":[73],"even":[76],"in":[77],"absence":[79],"constraints.":[81,102],"We":[82],"propose":[83],"a":[84,119,132,136],"measure":[86,104,128,134],"utilizes":[91],"available":[93],"process":[94],"model":[95],"determine":[97],"system":[99],"The":[103,125],"computed":[106],"as":[107],"ratio":[109],"expected":[112],"over":[118],"moving":[120],"horizon":[121],"past":[123],"information.":[124],"compared":[130],"using":[135],"linear":[137],"distillation":[138],"column":[139],"model.":[140]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
