{"id":"https://openalex.org/W3040611656","doi":"https://doi.org/10.1109/sose50414.2020.9130425","title":"Neural Network Controllers in Chemical Technologies","display_name":"Neural Network Controllers in Chemical Technologies","publication_year":2020,"publication_date":"2020-06-01","ids":{"openalex":"https://openalex.org/W3040611656","doi":"https://doi.org/10.1109/sose50414.2020.9130425","mag":"3040611656"},"language":"en","primary_location":{"id":"doi:10.1109/sose50414.2020.9130425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose50414.2020.9130425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference of System of Systems Engineering (SoSE)","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/A5074128570","display_name":"Karol Ki\u0161","orcid":"https://orcid.org/0000-0002-8294-9871"},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN","SK"],"is_corresponding":false,"raw_author_name":"Karol Ki\u0161","raw_affiliation_strings":["Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology,Bratislava","Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology, Bratislava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology,Bratislava","institution_ids":["https://openalex.org/I110757952"]},{"raw_affiliation_string":"Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology, Bratislava","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009958418","display_name":"Martin Klau\u010do","orcid":"https://orcid.org/0000-0003-0098-2625"},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN","SK"],"is_corresponding":false,"raw_author_name":"Martin Klau\u010do","raw_affiliation_strings":["Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology,Bratislava","Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology, Bratislava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology,Bratislava","institution_ids":["https://openalex.org/I110757952"]},{"raw_affiliation_string":"Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology, Bratislava","institution_ids":["https://openalex.org/I4210156404"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5112796411","display_name":"Alajos M\u00e9sz\u00e1ros","orcid":null},"institutions":[{"id":"https://openalex.org/I110757952","display_name":"Slovak University of Technology in Bratislava","ror":"https://ror.org/0561ghm58","country_code":"SK","type":"education","lineage":["https://openalex.org/I110757952"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN","SK"],"is_corresponding":false,"raw_author_name":"Alajos M\u00e9sz\u00e1ros","raw_affiliation_strings":["Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology,Bratislava","Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology, Bratislava"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology,Bratislava","institution_ids":["https://openalex.org/I110757952"]},{"raw_affiliation_string":"Institute of Information Engineering, Automation, and Mathematics, Slovak University of Technology, Bratislava","institution_ids":["https://openalex.org/I4210156404"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5957,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.66897466,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"397","last_page":"402"},"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":0.9994999766349792,"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/T11081","display_name":"Advanced Control Systems Design","score":0.992900013923645,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.6934859156608582},{"id":"https://openalex.org/keywords/controller","display_name":"Controller (irrigation)","score":0.6840985417366028},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6768383383750916},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.49054354429244995},{"id":"https://openalex.org/keywords/optimal-control","display_name":"Optimal control","score":0.42893943190574646},{"id":"https://openalex.org/keywords/control-theory","display_name":"Control theory (sociology)","score":0.38790541887283325},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.3752307891845703},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.23264384269714355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22985294461250305},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1972113847732544},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12318378686904907}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6934859156608582},{"id":"https://openalex.org/C203479927","wikidata":"https://www.wikidata.org/wiki/Q5165939","display_name":"Controller (irrigation)","level":2,"score":0.6840985417366028},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6768383383750916},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.49054354429244995},{"id":"https://openalex.org/C91575142","wikidata":"https://www.wikidata.org/wiki/Q1971426","display_name":"Optimal control","level":2,"score":0.42893943190574646},{"id":"https://openalex.org/C47446073","wikidata":"https://www.wikidata.org/wiki/Q5165890","display_name":"Control theory (sociology)","level":3,"score":0.38790541887283325},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.3752307891845703},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.23264384269714355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22985294461250305},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1972113847732544},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12318378686904907},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sose50414.2020.9130425","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sose50414.2020.9130425","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 IEEE 15th International Conference of System of Systems Engineering (SoSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1561941139","https://openalex.org/W1978956894","https://openalex.org/W1988555782","https://openalex.org/W1994299715","https://openalex.org/W1997930041","https://openalex.org/W2150436340","https://openalex.org/W2213594914","https://openalex.org/W2412422379","https://openalex.org/W2503553006","https://openalex.org/W2519014630","https://openalex.org/W2536620281","https://openalex.org/W2971063739","https://openalex.org/W2982698168","https://openalex.org/W4237355213"],"related_works":["https://openalex.org/W2391251536","https://openalex.org/W1892002403","https://openalex.org/W4309005041","https://openalex.org/W2362198218","https://openalex.org/W1982750869","https://openalex.org/W2019521278","https://openalex.org/W1984922432","https://openalex.org/W2962746246","https://openalex.org/W2086351220","https://openalex.org/W2000675896"],"abstract_inverted_index":{"Chemical":[0],"technologies":[1],"benefit":[2],"greatly":[3],"from":[4],"optimization-based":[5],"control":[6,78],"strategies.":[7],"This":[8],"paper":[9],"addressed":[10],"the":[11,15,44,66,69,72,77,88],"problem":[12,67],"of":[13,68,71],"substituting":[14],"optimization":[16],"based":[17],"controller":[18,26,58],"with":[19],"a":[20],"neural":[21,73],"network":[22],"(NN).":[23],"The":[24,60],"NN-based":[25],"offers":[27],"several":[28],"advantages,":[29],"first":[30],"it":[31,41],"can":[32,42],"be":[33],"derived":[34],"in":[35],"an":[36],"analytical":[37],"form":[38],"and":[39,85],"second,":[40],"make":[43],"closed-loop":[45],"implementation":[46],"tunable.":[47],"It":[48],"is":[49,62],"not":[50],"possible":[51],"to":[52,64],"incorporate":[53],"these":[54],"aspects":[55],"into":[56],"optimizationbased":[57],"easily.":[59],"contribution":[61],"also":[63],"address":[65],"quality":[70],"net,":[74],"that":[75],"approximates":[76],"law.":[79],"We":[80],"show,":[81],"which":[82],"activation":[83],"functions":[84],"structure":[86],"yield":[87],"best":[89],"approximation.":[90]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}