{"id":"https://openalex.org/W2466525474","doi":"https://doi.org/10.1109/eais.2016.7502506","title":"Model-based optimization of in-silico fed-batch ethanol production process using genetic algorithm","display_name":"Model-based optimization of in-silico fed-batch ethanol production process using genetic algorithm","publication_year":2016,"publication_date":"2016-05-01","ids":{"openalex":"https://openalex.org/W2466525474","doi":"https://doi.org/10.1109/eais.2016.7502506","mag":"2466525474"},"language":"en","primary_location":{"id":"doi:10.1109/eais.2016.7502506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2016.7502506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","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/A5085196884","display_name":"Hanniel Ferreira Sarmento de Freitas","orcid":"https://orcid.org/0000-0002-9883-0947"},"institutions":[{"id":"https://openalex.org/I107371206","display_name":"Federal Institute of S\u00e3o Paulo","ror":"https://ror.org/005pn5z34","country_code":"BR","type":"education","lineage":["https://openalex.org/I107371206"]},{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"H. F. S. Freitas","raw_affiliation_strings":["Science and Technology - Apodi Campus, Federal Institute of Education, Apodi, RN, Brazil","State University of Maring\u00e1, Maring\u00e1, PR, Brazil"],"affiliations":[{"raw_affiliation_string":"Science and Technology - Apodi Campus, Federal Institute of Education, Apodi, RN, Brazil","institution_ids":["https://openalex.org/I107371206"]},{"raw_affiliation_string":"State University of Maring\u00e1, Maring\u00e1, PR, Brazil","institution_ids":["https://openalex.org/I123443094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073404611","display_name":"Cid Marcos Gon\u00e7alves Andrade","orcid":"https://orcid.org/0000-0003-3101-1709"},"institutions":[{"id":"https://openalex.org/I123443094","display_name":"Universidade Estadual de Maring\u00e1","ror":"https://ror.org/04bqqa360","country_code":"BR","type":"education","lineage":["https://openalex.org/I123443094"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"C. M. G. Andrade","raw_affiliation_strings":["State University of Maring\u00e1, Maring\u00e1, PR, Brazil"],"affiliations":[{"raw_affiliation_string":"State University of Maring\u00e1, Maring\u00e1, PR, Brazil","institution_ids":["https://openalex.org/I123443094"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5085196884"],"corresponding_institution_ids":["https://openalex.org/I107371206","https://openalex.org/I123443094"],"apc_list":null,"apc_paid":null,"fwci":0.2678,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.5777102,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"47","issue":null,"first_page":"151","last_page":"156"},"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/T10932","display_name":"Microbial Metabolic Engineering and Bioproduction","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9961000084877014,"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/maximization","display_name":"Maximization","score":0.7021518349647522},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5744143724441528},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5550940036773682},{"id":"https://openalex.org/keywords/in-silico","display_name":"In silico","score":0.5424696803092957},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5422651767730713},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5017111301422119},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4544163644313812},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.43847498297691345},{"id":"https://openalex.org/keywords/batch-processing","display_name":"Batch processing","score":0.4373130202293396},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.43586140871047974},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42347270250320435},{"id":"https://openalex.org/keywords/process-optimization","display_name":"Process optimization","score":0.41762956976890564},{"id":"https://openalex.org/keywords/exponential-function","display_name":"Exponential function","score":0.41620680689811707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25852081179618835},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19745337963104248}],"concepts":[{"id":"https://openalex.org/C2776330181","wikidata":"https://www.wikidata.org/wiki/Q18358244","display_name":"Maximization","level":2,"score":0.7021518349647522},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5744143724441528},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5550940036773682},{"id":"https://openalex.org/C2775905019","wikidata":"https://www.wikidata.org/wiki/Q192572","display_name":"In silico","level":3,"score":0.5424696803092957},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5422651767730713},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5017111301422119},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4544163644313812},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.43847498297691345},{"id":"https://openalex.org/C172658912","wikidata":"https://www.wikidata.org/wiki/Q661613","display_name":"Batch processing","level":2,"score":0.4373130202293396},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.43586140871047974},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42347270250320435},{"id":"https://openalex.org/C115952470","wikidata":"https://www.wikidata.org/wiki/Q332172","display_name":"Process optimization","level":2,"score":0.41762956976890564},{"id":"https://openalex.org/C151376022","wikidata":"https://www.wikidata.org/wiki/Q168698","display_name":"Exponential function","level":2,"score":0.41620680689811707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25852081179618835},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19745337963104248},{"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eais.2016.7502506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eais.2016.7502506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Conference on Evolving and Adaptive Intelligent Systems (EAIS)","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":27,"referenced_works":["https://openalex.org/W194077520","https://openalex.org/W598409026","https://openalex.org/W1845845085","https://openalex.org/W1955660753","https://openalex.org/W1965900495","https://openalex.org/W1982339489","https://openalex.org/W1988054515","https://openalex.org/W2007591844","https://openalex.org/W2023524753","https://openalex.org/W2026278854","https://openalex.org/W2027700190","https://openalex.org/W2029711470","https://openalex.org/W2034186621","https://openalex.org/W2035198185","https://openalex.org/W2038400413","https://openalex.org/W2038767742","https://openalex.org/W2040017146","https://openalex.org/W2081131069","https://openalex.org/W2082477725","https://openalex.org/W2086290254","https://openalex.org/W2110114082","https://openalex.org/W2111442058","https://openalex.org/W2112621676","https://openalex.org/W2135925912","https://openalex.org/W2146292423","https://openalex.org/W2149717386","https://openalex.org/W6640934501"],"related_works":["https://openalex.org/W2912862995","https://openalex.org/W3129816939","https://openalex.org/W2985427592","https://openalex.org/W2101501829","https://openalex.org/W2003194288","https://openalex.org/W2400569965","https://openalex.org/W2060263731","https://openalex.org/W3137342217","https://openalex.org/W2071760975","https://openalex.org/W4384789970"],"abstract_inverted_index":{"In":[0,75],"the":[1,29,53,56,66,73,99,103,114,119,132],"present":[2],"work":[3,95],"a":[4,20,45,83],"Non-Linear":[5],"Model":[6],"Predictive":[7],"Control":[8],"(NLMPC)":[9],"procedure":[10],"for":[11,19,50,79,118],"in-silico":[12],"ethanol":[13],"production":[14],"maximization":[15,130],"will":[16],"be":[17,125],"presented":[18,101],"fed-batch":[21],"process,":[22],"configuration":[23],"which":[24],"is":[25],"widespread":[26],"found":[27],"in":[28,44,63,72,93,102,127],"industrial":[30],"scope,":[31],"using":[32],"an":[33],"Genetic":[34],"Algorithm":[35],"(GA)":[36],"routine.":[37],"The":[38,90,111],"dynamic":[39],"optimization":[40],"problem":[41],"was":[42,60,88],"subdivided":[43],"series":[46],"of":[47,55,58,65,113,129,131],"sequential":[48],"intervals":[49,59],"optimization,":[51],"and":[52,69,105],"influence":[54],"number":[57],"also":[61],"studied":[62],"terms":[64,128],"final":[67,133],"yield":[68],"productivity":[70],"obtained":[71,92],"NLMPC.":[74],"order":[76],"to":[77,98,107,124],"ensure":[78],"smooth":[80],"feed":[81],"profiles,":[82],"exponential":[84],"bioreactor":[85],"feeding":[86],"profile":[87],"evaluated.":[89],"results":[91],"this":[94],"are":[96],"coherent":[97],"other":[100],"literature,":[104],"superior":[106],"some":[108],"published":[109],"values.":[110],"utilization":[112],"in-house":[115],"GA":[116],"routine":[117],"NLMPC":[120],"control":[121],"has":[122],"proven":[123],"efficient":[126],"process":[134],"productivity.":[135]},"counts_by_year":[{"year":2019,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}