{"id":"https://openalex.org/W2167039445","doi":"https://doi.org/10.1109/acc.2001.946018","title":"A systematic synthesis of optimal process control with neural networks","display_name":"A systematic synthesis of optimal process control with neural networks","publication_year":2001,"publication_date":"2001-01-01","ids":{"openalex":"https://openalex.org/W2167039445","doi":"https://doi.org/10.1109/acc.2001.946018","mag":"2167039445"},"language":"en","primary_location":{"id":"doi:10.1109/acc.2001.946018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2001.946018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148)","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/A5021266881","display_name":"Radhakant Padhi","orcid":"https://orcid.org/0000-0003-2406-4917"},"institutions":[{"id":"https://openalex.org/I20382870","display_name":"Missouri University of Science and Technology","ror":"https://ror.org/00scwqd12","country_code":"US","type":"education","lineage":["https://openalex.org/I20382870"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. Padhi","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering and Engineering Mechanics, University of Missouri, Rolla, MO, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering and Engineering Mechanics, University of Missouri, Rolla, MO, USA","institution_ids":["https://openalex.org/I20382870"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053354229","display_name":"S.N. Balakishnan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S.N. Balakishnan","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.5301,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.92710607,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1910","last_page":"1915 vol.3"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11110","display_name":"Stability and Controllability of Differential Equations","score":0.9994000196456909,"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/T11110","display_name":"Stability and Controllability of Differential Equations","score":0.9994000196456909,"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/T11206","display_name":"Model Reduction and Neural Networks","score":0.9973000288009644,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10305","display_name":"Power System Optimization and Stability","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/control-theory","display_name":"Control theory (sociology)","score":0.6971733570098877},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6969812512397766},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6790887117385864},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.6535654067993164},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6097794771194458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6040006875991821},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5885025858879089},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5083650946617126},{"id":"https://openalex.org/keywords/adaptive-control","display_name":"Adaptive control","score":0.47685086727142334},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.4494403004646301},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.44281649589538574},{"id":"https://openalex.org/keywords/partial-differential-equation","display_name":"Partial differential equation","score":0.43993017077445984},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3423711657524109},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3261547088623047},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26084354519844055},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.18203753232955933},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17047694325447083}],"concepts":[{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.6971733570098877},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6969812512397766},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6790887117385864},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.6535654067993164},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6097794771194458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6040006875991821},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5885025858879089},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5083650946617126},{"id":"https://openalex.org/C107464732","wikidata":"https://www.wikidata.org/wiki/Q235781","display_name":"Adaptive control","level":3,"score":0.47685086727142334},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.4494403004646301},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.44281649589538574},{"id":"https://openalex.org/C93779851","wikidata":"https://www.wikidata.org/wiki/Q271977","display_name":"Partial differential equation","level":2,"score":0.43993017077445984},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3423711657524109},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3261547088623047},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26084354519844055},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.18203753232955933},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17047694325447083},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acc.2001.946018","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acc.2001.946018","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2001 American Control Conference. (Cat. No.01CH37148)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W1538686203","https://openalex.org/W1641941314","https://openalex.org/W1976089113","https://openalex.org/W2013184330","https://openalex.org/W2040686643","https://openalex.org/W2085632315"],"related_works":["https://openalex.org/W1892002403","https://openalex.org/W4309005041","https://openalex.org/W2962746246","https://openalex.org/W1989531755","https://openalex.org/W1967384683","https://openalex.org/W1991810297","https://openalex.org/W1819950161","https://openalex.org/W2032253950","https://openalex.org/W2101148463","https://openalex.org/W1027657725"],"abstract_inverted_index":{"Infinite-time":[0],"optimal":[1,35,81,99],"controllers":[2,100],"have":[3],"been":[4],"designed":[5],"for":[6,101],"a":[7,84,93],"dispersion-type":[8],"tubular":[9],"reactor":[10,21],"model":[11],"within":[12],"the":[13,20,53,56,59,62,68,71,74,80],"framework":[14],"of":[15,44,49,65],"adaptive-critic-based":[16],"neuro-controller":[17],"design.":[18],"For":[19],"control":[22],"problem,":[23],"which":[24],"is":[25,39],"governed":[26],"by":[27],"two":[28,42],"coupled":[29],"nonlinear":[30],"partial":[31],"differential":[32],"equations,":[33],"an":[34],"controller":[36,82],"synthesis":[37],"scheme":[38],"presented":[40],"using":[41],"sets":[43],"neural":[45,50],"networks.":[46],"One":[47],"set":[48,64],"networks":[51,66],"captures":[52,67],"relationship":[54,69],"between":[55,70],"states":[57,72],"and":[58,73],"control,":[60],"whereas":[61],"other":[63],"co-states.":[75],"This":[76,87],"innovative":[77],"approach":[78],"solves":[79],"in":[83,97,105],"feedback":[85],"form.":[86],"methodology":[88],"can":[89],"be":[90],"viewed":[91],"as":[92],"practical":[94],"computational":[95],"tool":[96],"designing":[98],"distributed":[102],"parameter":[103],"systems":[104],"general.":[106]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}