Fuzzy logic based plantwide control applied to ethanol production from potato starch
Autor(a) principal: | |
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Data de Publicação: | 2022 |
Outros Autores: | , |
Tipo de documento: | Artigo |
Idioma: | eng |
Título da fonte: | The Journal of Engineering and Exact Sciences |
Texto Completo: | https://periodicos.ufv.br/jcec/article/view/13650 |
Resumo: | Industrial plants dedicated to ethanol production have a large number of interrelated processes and operations with nonlinear dynamics, requiring a process control design method considering plantwide aspects and nonlinear control techniques application, as fuzzy logic, to overcome disturbance effects on process control performance. In this work, disturbance in an ethanol process plant were investigated in order to propose a fuzzy system to improve the plantwide control and keep process productivity. The fuzzy system was set to adapt the bioreactor temperature setpoint in case of disturbances, avoiding process deregulation. The results indicated that the fuzzy system developed was able to improve plantwide process control performance and also increasing process productivity. |
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The Journal of Engineering and Exact Sciences |
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Fuzzy logic based plantwide control applied to ethanol production from potato starchFuzzy logic based plantwide control applied to ethanol production from potato starchPlantwide controlFuzzy logicEthanol productionPlantwide Control. Fuzzy Logic. Ethanol production.Industrial plants dedicated to ethanol production have a large number of interrelated processes and operations with nonlinear dynamics, requiring a process control design method considering plantwide aspects and nonlinear control techniques application, as fuzzy logic, to overcome disturbance effects on process control performance. In this work, disturbance in an ethanol process plant were investigated in order to propose a fuzzy system to improve the plantwide control and keep process productivity. The fuzzy system was set to adapt the bioreactor temperature setpoint in case of disturbances, avoiding process deregulation. The results indicated that the fuzzy system developed was able to improve plantwide process control performance and also increasing process productivity.Industrial plants dedicated to ethanol production have a large number of interrelated processes and operations with nonlinear dynamics, requiring a process control design method considering plantwide aspects and nonlinear control techniques application, as fuzzy logic, to overcome disturbance effects on process control performance. In this work, disturbance in an ethanol process plant were investigated in order to propose a fuzzy system to improve the plantwide control and keep process productivity. The fuzzy system was set to adapt the bioreactor temperature setpoint in case of disturbances, avoiding process deregulation. The results indicated that the fuzzy system developed was able to improve plantwide process control performance and also increasing process productivity.Universidade Federal de Viçosa - UFV2022-01-20info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionapplication/pdfhttps://periodicos.ufv.br/jcec/article/view/1365010.18540/jcecvl8iss1pp13650-01-16eThe Journal of Engineering and Exact Sciences; Vol. 8 No. 1 (2022); 13650-01-16eThe Journal of Engineering and Exact Sciences; Vol. 8 Núm. 1 (2022); 13650-01-16eThe Journal of Engineering and Exact Sciences; v. 8 n. 1 (2022); 13650-01-16e2527-1075reponame:The Journal of Engineering and Exact Sciencesinstname:Universidade Federal de Viçosa (UFV)instacron:UFVenghttps://periodicos.ufv.br/jcec/article/view/13650/7134Copyright (c) 2022 The Journal of Engineering and Exact Scienceshttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessOliveira, Amanda FonsecaSantos, Félix RezendeFonseca, Rodolpho Rodrigues2022-01-30T13:19:07Zoai:ojs.periodicos.ufv.br:article/13650Revistahttp://www.seer.ufv.br/seer/rbeq2/index.php/req2/oai2527-10752527-1075opendoar:2022-01-30T13:19:07The Journal of Engineering and Exact Sciences - Universidade Federal de Viçosa (UFV)false |
dc.title.none.fl_str_mv |
Fuzzy logic based plantwide control applied to ethanol production from potato starch Fuzzy logic based plantwide control applied to ethanol production from potato starch |
title |
Fuzzy logic based plantwide control applied to ethanol production from potato starch |
spellingShingle |
Fuzzy logic based plantwide control applied to ethanol production from potato starch Oliveira, Amanda Fonseca Plantwide control Fuzzy logic Ethanol production Plantwide Control. Fuzzy Logic. Ethanol production. |
title_short |
Fuzzy logic based plantwide control applied to ethanol production from potato starch |
title_full |
Fuzzy logic based plantwide control applied to ethanol production from potato starch |
title_fullStr |
Fuzzy logic based plantwide control applied to ethanol production from potato starch |
title_full_unstemmed |
Fuzzy logic based plantwide control applied to ethanol production from potato starch |
title_sort |
Fuzzy logic based plantwide control applied to ethanol production from potato starch |
author |
Oliveira, Amanda Fonseca |
author_facet |
Oliveira, Amanda Fonseca Santos, Félix Rezende Fonseca, Rodolpho Rodrigues |
author_role |
author |
author2 |
Santos, Félix Rezende Fonseca, Rodolpho Rodrigues |
author2_role |
author author |
dc.contributor.author.fl_str_mv |
Oliveira, Amanda Fonseca Santos, Félix Rezende Fonseca, Rodolpho Rodrigues |
dc.subject.por.fl_str_mv |
Plantwide control Fuzzy logic Ethanol production Plantwide Control. Fuzzy Logic. Ethanol production. |
topic |
Plantwide control Fuzzy logic Ethanol production Plantwide Control. Fuzzy Logic. Ethanol production. |
description |
Industrial plants dedicated to ethanol production have a large number of interrelated processes and operations with nonlinear dynamics, requiring a process control design method considering plantwide aspects and nonlinear control techniques application, as fuzzy logic, to overcome disturbance effects on process control performance. In this work, disturbance in an ethanol process plant were investigated in order to propose a fuzzy system to improve the plantwide control and keep process productivity. The fuzzy system was set to adapt the bioreactor temperature setpoint in case of disturbances, avoiding process deregulation. The results indicated that the fuzzy system developed was able to improve plantwide process control performance and also increasing process productivity. |
publishDate |
2022 |
dc.date.none.fl_str_mv |
2022-01-20 |
dc.type.driver.fl_str_mv |
info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion |
format |
article |
status_str |
publishedVersion |
dc.identifier.uri.fl_str_mv |
https://periodicos.ufv.br/jcec/article/view/13650 10.18540/jcecvl8iss1pp13650-01-16e |
url |
https://periodicos.ufv.br/jcec/article/view/13650 |
identifier_str_mv |
10.18540/jcecvl8iss1pp13650-01-16e |
dc.language.iso.fl_str_mv |
eng |
language |
eng |
dc.relation.none.fl_str_mv |
https://periodicos.ufv.br/jcec/article/view/13650/7134 |
dc.rights.driver.fl_str_mv |
Copyright (c) 2022 The Journal of Engineering and Exact Sciences https://creativecommons.org/licenses/by/4.0 info:eu-repo/semantics/openAccess |
rights_invalid_str_mv |
Copyright (c) 2022 The Journal of Engineering and Exact Sciences https://creativecommons.org/licenses/by/4.0 |
eu_rights_str_mv |
openAccess |
dc.format.none.fl_str_mv |
application/pdf |
dc.publisher.none.fl_str_mv |
Universidade Federal de Viçosa - UFV |
publisher.none.fl_str_mv |
Universidade Federal de Viçosa - UFV |
dc.source.none.fl_str_mv |
The Journal of Engineering and Exact Sciences; Vol. 8 No. 1 (2022); 13650-01-16e The Journal of Engineering and Exact Sciences; Vol. 8 Núm. 1 (2022); 13650-01-16e The Journal of Engineering and Exact Sciences; v. 8 n. 1 (2022); 13650-01-16e 2527-1075 reponame:The Journal of Engineering and Exact Sciences instname:Universidade Federal de Viçosa (UFV) instacron:UFV |
instname_str |
Universidade Federal de Viçosa (UFV) |
instacron_str |
UFV |
institution |
UFV |
reponame_str |
The Journal of Engineering and Exact Sciences |
collection |
The Journal of Engineering and Exact Sciences |
repository.name.fl_str_mv |
The Journal of Engineering and Exact Sciences - Universidade Federal de Viçosa (UFV) |
repository.mail.fl_str_mv |
|
_version_ |
1808845247002705920 |