{"id":"https://openalex.org/W2149789491","doi":"https://doi.org/10.1109/med.2013.6608742","title":"Economic model predictive control of a transport-reaction process","display_name":"Economic model predictive control of a transport-reaction process","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2149789491","doi":"https://doi.org/10.1109/med.2013.6608742","mag":"2149789491"},"language":"en","primary_location":{"id":"doi:10.1109/med.2013.6608742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2013.6608742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"21st Mediterranean Conference on Control and Automation","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/A5019654662","display_name":"Liangfeng Lao","orcid":null},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Liangfeng Lao","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043409810","display_name":"Matthew J. Ellis","orcid":"https://orcid.org/0000-0003-3764-7783"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew Ellis","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002367171","display_name":"Panagiotis D. Christofides","orcid":"https://orcid.org/0000-0002-8772-4348"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Panagiotis D. Christofides","raw_affiliation_strings":["Department of Chemical and Biomolecular Engineering and the Department of Electrical Engineering, University of California, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical and Biomolecular Engineering and the Department of Electrical Engineering, University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18332682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":null,"first_page":"329","last_page":"334"},"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/T11053","display_name":"Process Optimization and Integration","score":0.9980000257492065,"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/galerkin-method","display_name":"Galerkin method","score":0.7912201881408691},{"id":"https://openalex.org/keywords/discretization","display_name":"Discretization","score":0.6669002771377563},{"id":"https://openalex.org/keywords/partial-differential-equation","display_name":"Partial differential equation","score":0.6639219522476196},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6241031885147095},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.6102649569511414},{"id":"https://openalex.org/keywords/isothermal-process","display_name":"Isothermal process","score":0.5800965428352356},{"id":"https://openalex.org/keywords/parabolic-partial-differential-equation","display_name":"Parabolic partial differential equation","score":0.49716952443122864},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.49153026938438416},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.46741223335266113},{"id":"https://openalex.org/keywords/steady-state","display_name":"Steady state (chemistry)","score":0.45660948753356934},{"id":"https://openalex.org/keywords/model-predictive-control","display_name":"Model predictive control","score":0.4562576413154602},{"id":"https://openalex.org/keywords/chemical-reactor","display_name":"Chemical reactor","score":0.4249933660030365},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.38538506627082825},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3745969831943512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.357002317905426},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.35309791564941406},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.23779281973838806},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.19822931289672852},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.1570945382118225},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15656045079231262},{"id":"https://openalex.org/keywords/thermodynamics","display_name":"Thermodynamics","score":0.13726547360420227}],"concepts":[{"id":"https://openalex.org/C186899397","wikidata":"https://www.wikidata.org/wiki/Q1491980","display_name":"Galerkin method","level":3,"score":0.7912201881408691},{"id":"https://openalex.org/C73000952","wikidata":"https://www.wikidata.org/wiki/Q17007827","display_name":"Discretization","level":2,"score":0.6669002771377563},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.6639219522476196},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6241031885147095},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6102649569511414},{"id":"https://openalex.org/C133347239","wikidata":"https://www.wikidata.org/wiki/Q486921","display_name":"Isothermal process","level":2,"score":0.5800965428352356},{"id":"https://openalex.org/C186867907","wikidata":"https://www.wikidata.org/wiki/Q1575416","display_name":"Parabolic partial differential equation","level":3,"score":0.49716952443122864},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.49153026938438416},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.46741223335266113},{"id":"https://openalex.org/C8171440","wikidata":"https://www.wikidata.org/wiki/Q903414","display_name":"Steady state (chemistry)","level":2,"score":0.45660948753356934},{"id":"https://openalex.org/C172205157","wikidata":"https://www.wikidata.org/wiki/Q1782962","display_name":"Model predictive control","level":3,"score":0.4562576413154602},{"id":"https://openalex.org/C108213311","wikidata":"https://www.wikidata.org/wiki/Q557573","display_name":"Chemical reactor","level":2,"score":0.4249933660030365},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.38538506627082825},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3745969831943512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.357002317905426},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.35309791564941406},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.23779281973838806},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.19822931289672852},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.1570945382118225},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15656045079231262},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.13726547360420227},{"id":"https://openalex.org/C147789679","wikidata":"https://www.wikidata.org/wiki/Q11372","display_name":"Physical chemistry","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/med.2013.6608742","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med.2013.6608742","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"21st Mediterranean Conference on Control and Automation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W40130861","https://openalex.org/W1967322671","https://openalex.org/W1969895987","https://openalex.org/W1978956894","https://openalex.org/W1997138061","https://openalex.org/W2002219970","https://openalex.org/W2009814887","https://openalex.org/W2019341732","https://openalex.org/W2029281290","https://openalex.org/W2069125299","https://openalex.org/W2073787051","https://openalex.org/W2081952592","https://openalex.org/W2087736926","https://openalex.org/W2123871098","https://openalex.org/W2128163097","https://openalex.org/W2135846990","https://openalex.org/W2140563796","https://openalex.org/W2145263350","https://openalex.org/W2327846973","https://openalex.org/W4213298939","https://openalex.org/W4256005802","https://openalex.org/W6701332156"],"related_works":["https://openalex.org/W1990079087","https://openalex.org/W3202234113","https://openalex.org/W2101188133","https://openalex.org/W2386706262","https://openalex.org/W1982518058","https://openalex.org/W90573763","https://openalex.org/W2316192495","https://openalex.org/W1966168645","https://openalex.org/W2014995650","https://openalex.org/W796137708"],"abstract_inverted_index":{"This":[0],"work":[1],"focuses":[2],"on":[3,95],"the":[4,52,56,75,78,82,85,96,102,105,111,122,126,129,137,144],"development":[5],"and":[6,135],"evaluation":[7],"of":[8,55,77,84,121,147,154],"an":[9,71],"economic":[10,72,138],"model":[11],"predictive":[12],"control":[13,97],"(EMPC)":[14],"system":[15,114],"for":[16,63],"a":[17,22,88,118,132,151],"non-isothermal":[18],"tubular":[19,29],"reactor":[20,30,86],"where":[21],"second-order":[23],"chemical":[24],"reaction":[25,79],"takes":[26],"place.":[27],"The":[28,66],"is":[31,43,115],"modeled":[32],"by":[33],"two":[34],"nonlinear":[35],"parabolic":[36,57],"partial":[37],"differential":[38],"equations":[39],"(PDEs).":[40],"Galerkin's":[41],"method":[42],"initially":[44],"used":[45,62],"to":[46,93,104,117],"derive":[47],"finite-dimensional":[48],"systems":[49],"that":[50,125],"capture":[51],"dominant":[53],"dynamics":[54],"PDEs":[58,123],"which":[59,110],"are":[60],"subsequently":[61],"EMPC":[64,67,113,127],"design.":[65],"formulation":[68],"uses":[69],"as":[70],"cost":[73,139],"function":[74],"integral":[76],"rate":[80],"along":[81],"length":[83],"over":[87,140,150],"certain":[89],"operation":[90,142],"interval":[91],"subject":[92],"constraints":[94],"action":[98],"(reactant":[99],"concentration":[100],"in":[101,109,131],"feed":[103],"reactor).":[106],"Closed-loop":[107],"simulations":[108],"low-order":[112],"applied":[116],"high-order":[119],"discretization":[120],"demonstrate":[124],"operates":[128],"process":[130],"time-varying":[133],"fashion":[134],"improves":[136],"steady-state":[141],"using":[143],"same":[145],"amount":[146],"reactant":[148],"material":[149],"fixed":[152],"period":[153],"operation.":[155]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
