{"id":"https://openalex.org/W2893808042","doi":"https://doi.org/10.1109/icbea.2018.8471743","title":"Applications of Artificial Neural Networks in Process Control Applications: A Review","display_name":"Applications of Artificial Neural Networks in Process Control Applications: A Review","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2893808042","doi":"https://doi.org/10.1109/icbea.2018.8471743","mag":"2893808042"},"language":"en","primary_location":{"id":"doi:10.1109/icbea.2018.8471743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbea.2018.8471743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Biomedical Engineering and Applications (ICBEA)","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/A5048687132","display_name":"Alexander Kr\u00e4mer","orcid":"https://orcid.org/0000-0003-1056-5745"},"institutions":[{"id":"https://openalex.org/I58028834","display_name":"Universidade da Madeira","ror":"https://ror.org/0442zbe52","country_code":"PT","type":"education","lineage":["https://openalex.org/I58028834"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Alexander Kramer","raw_affiliation_strings":["MITI - Madeira Interactive Technologies Institute University of Madeira, Funchal, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MITI - Madeira Interactive Technologies Institute University of Madeira, Funchal, Portugal","institution_ids":["https://openalex.org/I58028834"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083968722","display_name":"Fernando Morgado\u2010Dias","orcid":"https://orcid.org/0000-0001-7334-3993"},"institutions":[{"id":"https://openalex.org/I58028834","display_name":"Universidade da Madeira","ror":"https://ror.org/0442zbe52","country_code":"PT","type":"education","lineage":["https://openalex.org/I58028834"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Fernando Morgado-Dias","raw_affiliation_strings":["MITI - Madeira Interactive Technologies Institute University of Madeira, Funchal, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MITI - Madeira Interactive Technologies Institute University of Madeira, Funchal, Portugal","institution_ids":["https://openalex.org/I58028834"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I58028834"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10791","display_name":"Advanced Control Systems Optimization","score":0.9987999796867371,"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":0.9987999796867371,"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":0.9955999851226807,"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":0.9890000224113464,"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":0.7907685041427612},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6553099155426025},{"id":"https://openalex.org/keywords/distillation","display_name":"Distillation","score":0.5430819392204285},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5252054333686829},{"id":"https://openalex.org/keywords/control-engineering","display_name":"Control engineering","score":0.5220006704330444},{"id":"https://openalex.org/keywords/process-control","display_name":"Process control","score":0.5219406485557556},{"id":"https://openalex.org/keywords/control-system","display_name":"Control system","score":0.46776077151298523},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.43776434659957886},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.42806506156921387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4234466254711151},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.3807567059993744},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2713336944580078}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7907685041427612},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6553099155426025},{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.5430819392204285},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5252054333686829},{"id":"https://openalex.org/C133731056","wikidata":"https://www.wikidata.org/wiki/Q4917288","display_name":"Control engineering","level":1,"score":0.5220006704330444},{"id":"https://openalex.org/C155386361","wikidata":"https://www.wikidata.org/wiki/Q1649571","display_name":"Process control","level":3,"score":0.5219406485557556},{"id":"https://openalex.org/C17500928","wikidata":"https://www.wikidata.org/wiki/Q959968","display_name":"Control system","level":2,"score":0.46776077151298523},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.43776434659957886},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.42806506156921387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4234466254711151},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.3807567059993744},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2713336944580078},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icbea.2018.8471743","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icbea.2018.8471743","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Biomedical Engineering and Applications (ICBEA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W58917231","https://openalex.org/W1593031811","https://openalex.org/W1608077302","https://openalex.org/W1971120031","https://openalex.org/W1975574027","https://openalex.org/W1977814896","https://openalex.org/W1982806664","https://openalex.org/W1997182903","https://openalex.org/W2010222480","https://openalex.org/W2021640400","https://openalex.org/W2023435054","https://openalex.org/W2027219753","https://openalex.org/W2028581960","https://openalex.org/W2050280880","https://openalex.org/W2052319262","https://openalex.org/W2061692443","https://openalex.org/W2071482510","https://openalex.org/W2073210704","https://openalex.org/W2078726283","https://openalex.org/W2087226406","https://openalex.org/W2094645196","https://openalex.org/W2104325473","https://openalex.org/W2109302642","https://openalex.org/W2145248935","https://openalex.org/W2415685565","https://openalex.org/W2666201425","https://openalex.org/W6645731537","https://openalex.org/W6665957747"],"related_works":["https://openalex.org/W2143099235","https://openalex.org/W135622916","https://openalex.org/W2121172820","https://openalex.org/W2390405001","https://openalex.org/W2366143093","https://openalex.org/W2038357898","https://openalex.org/W2548212430","https://openalex.org/W1865650232","https://openalex.org/W1572304478","https://openalex.org/W2365208199"],"abstract_inverted_index":{"This":[0],"work":[1],"provides":[2],"an":[3,67,72,84],"overview":[4],"of":[5,7,51,60,94],"applications":[6,34,47],"Artificial":[8,68,95],"Neural":[9,69,96],"Networks":[10,97],"and":[11,39,104,120],"related":[12],"solutions":[13],"such":[14,21,33],"as":[15,22],"Neuro-Fuzzy":[16],"within":[17],"different":[18],"control":[19,50,74,109],"loops":[20],"the":[23,36,49,90],"Network":[24,70],"Predictive":[25],"Control":[26],"regarding":[27,48],"energy":[28,111],"saving.":[29],"It":[30],"also":[31],"shows":[32,76],"in":[35,64,71,83,98,105],"Chemical":[37],"Industry":[38],"points":[40],"out":[41],"why":[42],"further":[43,118],"research":[44],"on":[45],"these":[46],"distillation":[52,99],"columns":[53,100],"might":[54],"be":[55],"economical":[56],"promising.":[57],"The":[58],"application":[59],"a":[61],"Generic":[62],"Algorithm":[63],"combination":[65,106],"with":[66,107],"optimal":[73],"configuration":[75],"up":[77],"to":[78,89],"almost":[79],"20%":[80],"possible":[81],"improvement":[82],"absorption":[85],"chiller":[86],"system":[87],"compared":[88],"normalized":[91],"system.":[92],"Applications":[93],"have":[101],"been":[102],"found":[103],"conventional":[108],"strategies":[110],"saving":[112],"possibilities":[113],"seem":[114],"promising":[115],"but":[116],"need":[117],"investigation":[119],"research.":[121]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
