Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo

Detalhes bibliográficos
Autor(a) principal: Pinto, Vitor Debiazzi Pereira
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFG
Texto Completo: http://repositorio.bc.ufg.br/tede/handle/tede/6887
Resumo: From the economic point of view it is important to process high charges of solid in enzimatic hydrolysis of the lignocellulosic residues for the production of 2G ethanol, but batch operation with high initial charges of substrate can cause inefficient mixture, damaging the reactional process. An attractive alternative is operating the reactors in fed batch. The aim of this work was to determine, applying the theory of optimal control, the optimal feeding profile of substrate in bench reactor. For this, it was tested two kinetic of Michaelis-Menten: pseudo-homogeneous Michaelis-Menten kinetic and Michaelis Menten kinetic with inhibition by the product, in the last kinetic was obtained the best fit to experimental data. The developed algorithm was run in Matlab® software and the simulation results were experimentally validated. Enzymatic hydrolysis assays were performed with hydrothermally pre-treated sugar cane straw followed by the alkaline delignification. It was obtained good fiting of the simulation data with respect to the experimental data, with values of glucose final concentration close to 164.647 g/L (triplicate average) and in simulation the concentration was 174.93 g/L. Proving that the sugar cane straw, besides being a good feedstock cheap and abundant, it has a great energetic potential. Furthermore, the optimal control strategy was very efficient in optimization of the proposed problem.
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spelling Montano, Inti Doraci Cavalcantihttp://lattes.cnpq.br/8547423775951223Suarez, Carlos Alberto Galeanohttp://lattes.cnpq.br/5911055089145779Montano, Inti Doraci Cavalcantihttp://lattes.cnpq.br/8547423775951223Suarez, Carlos Alberto Galeanohttp://lattes.cnpq.br/5911055089145779Sousa Junior, Ruy deFreitas, Fernanda FerreiraHorta, Antonio Carlos Lupernihttp://lattes.cnpq.br/9859139430892938Pinto, Vitor Debiazzi Pereira2017-03-03T11:37:17Z2016-09-30PINTO, V. D. P. Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo. 2016. 57 f. Dissertação (Mestrado em Engenharia Química) - Universidade Federal de Goiás, Goiânia, 2016.http://repositorio.bc.ufg.br/tede/handle/tede/6887From the economic point of view it is important to process high charges of solid in enzimatic hydrolysis of the lignocellulosic residues for the production of 2G ethanol, but batch operation with high initial charges of substrate can cause inefficient mixture, damaging the reactional process. An attractive alternative is operating the reactors in fed batch. The aim of this work was to determine, applying the theory of optimal control, the optimal feeding profile of substrate in bench reactor. For this, it was tested two kinetic of Michaelis-Menten: pseudo-homogeneous Michaelis-Menten kinetic and Michaelis Menten kinetic with inhibition by the product, in the last kinetic was obtained the best fit to experimental data. The developed algorithm was run in Matlab® software and the simulation results were experimentally validated. Enzymatic hydrolysis assays were performed with hydrothermally pre-treated sugar cane straw followed by the alkaline delignification. It was obtained good fiting of the simulation data with respect to the experimental data, with values of glucose final concentration close to 164.647 g/L (triplicate average) and in simulation the concentration was 174.93 g/L. Proving that the sugar cane straw, besides being a good feedstock cheap and abundant, it has a great energetic potential. Furthermore, the optimal control strategy was very efficient in optimization of the proposed problem.Do ponto de vista econômico é importante processar elevadas cargas de sólidos na hidrólise enzimática dos resíduos lignocelulósicos para a produção de etanol 2G, mas operação em batelada com altas cargas iniciais de substrato pode causar uma mistura ineficiente, prejudicando o processo reacional. Uma alternativa atraente é operar os reatores em batelada alimentada. O objetivo deste trabalho foi determinar, aplicando a teoria do controle ótimo, o perfil ótimo de alimentação de substrato em reator de bancada. Para isso, foram testadas duas cinéticas de Michaelis-Menten, a cinética de Michaelis Menten psêudo-homôgenea e a cinética de Michaelis Menten com inibição competitiva pelo produto, onde nesta última cinética foi obtido o melhor ajuste aos dados obtidos experimentalmente. O algoritmo desenvolvido foi executado no software Matlab® e os resultados das simulações foram experimentalmente validados. Os ensaios de hidrólise enzimática foram realizados com palha de cana-de-açúcar pré- tratada hidrotérmicamente, seguido pela deslignificação alcalina com NaOH. Foram obtidos bons ajustes dosdados simulados com respeito aos dados experimentais, com valores de concentração final de glicose de 164,647 g / L (média da triplicata) e na simulação a concentração foi 174,93 g / L. Provando que a palha de cana-de-açúcar, além de ser uma matéria-prima barata e abundante, tem um grande potencial energético. Além disso, a estratégia de controle ótimo foi eficiente na otimização do problema proposto.Submitted by JÚLIO HEBER SILVA (julioheber@yahoo.com.br) on 2017-03-02T19:40:52Z No. of bitstreams: 2 Dissertação - Vitor Debiazzi Pereira Pinto - 2016.pdf: 2426609 bytes, checksum: f2521c3bf3a568b508c24d06c318197a (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Approved for entry into archive by Luciana Ferreira (lucgeral@gmail.com) on 2017-03-03T11:37:17Z (GMT) No. of bitstreams: 2 Dissertação - Vitor Debiazzi Pereira Pinto - 2016.pdf: 2426609 bytes, checksum: f2521c3bf3a568b508c24d06c318197a (MD5) license_rdf: 0 bytes, checksum: d41d8cd98f00b204e9800998ecf8427e (MD5)Made available in DSpace on 2017-03-03T11:37:17Z (GMT). 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dc.title.por.fl_str_mv Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
dc.title.alternative.eng.fl_str_mv Fed batch reactor otimization to hydrolysis of sugar cane straw applying optimal control theory
title Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
spellingShingle Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
Pinto, Vitor Debiazzi Pereira
Hidrólise enzimática
Controle ótimo
Palha de cana de açúcar
Sugarcane straw
Enzimatic hydrolysis
Optimal control
ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
title_short Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
title_full Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
title_fullStr Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
title_full_unstemmed Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
title_sort Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo
author Pinto, Vitor Debiazzi Pereira
author_facet Pinto, Vitor Debiazzi Pereira
author_role author
dc.contributor.advisor1.fl_str_mv Montano, Inti Doraci Cavalcanti
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/8547423775951223
dc.contributor.advisor-co1.fl_str_mv Suarez, Carlos Alberto Galeano
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/5911055089145779
dc.contributor.referee1.fl_str_mv Montano, Inti Doraci Cavalcanti
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/8547423775951223
dc.contributor.referee2.fl_str_mv Suarez, Carlos Alberto Galeano
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/5911055089145779
dc.contributor.referee3.fl_str_mv Sousa Junior, Ruy de
dc.contributor.referee4.fl_str_mv Freitas, Fernanda Ferreira
dc.contributor.referee5.fl_str_mv Horta, Antonio Carlos Luperni
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/9859139430892938
dc.contributor.author.fl_str_mv Pinto, Vitor Debiazzi Pereira
contributor_str_mv Montano, Inti Doraci Cavalcanti
Suarez, Carlos Alberto Galeano
Montano, Inti Doraci Cavalcanti
Suarez, Carlos Alberto Galeano
Sousa Junior, Ruy de
Freitas, Fernanda Ferreira
Horta, Antonio Carlos Luperni
dc.subject.por.fl_str_mv Hidrólise enzimática
Controle ótimo
Palha de cana de açúcar
Sugarcane straw
topic Hidrólise enzimática
Controle ótimo
Palha de cana de açúcar
Sugarcane straw
Enzimatic hydrolysis
Optimal control
ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
dc.subject.eng.fl_str_mv Enzimatic hydrolysis
Optimal control
dc.subject.cnpq.fl_str_mv ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
description From the economic point of view it is important to process high charges of solid in enzimatic hydrolysis of the lignocellulosic residues for the production of 2G ethanol, but batch operation with high initial charges of substrate can cause inefficient mixture, damaging the reactional process. An attractive alternative is operating the reactors in fed batch. The aim of this work was to determine, applying the theory of optimal control, the optimal feeding profile of substrate in bench reactor. For this, it was tested two kinetic of Michaelis-Menten: pseudo-homogeneous Michaelis-Menten kinetic and Michaelis Menten kinetic with inhibition by the product, in the last kinetic was obtained the best fit to experimental data. The developed algorithm was run in Matlab® software and the simulation results were experimentally validated. Enzymatic hydrolysis assays were performed with hydrothermally pre-treated sugar cane straw followed by the alkaline delignification. It was obtained good fiting of the simulation data with respect to the experimental data, with values of glucose final concentration close to 164.647 g/L (triplicate average) and in simulation the concentration was 174.93 g/L. Proving that the sugar cane straw, besides being a good feedstock cheap and abundant, it has a great energetic potential. Furthermore, the optimal control strategy was very efficient in optimization of the proposed problem.
publishDate 2016
dc.date.issued.fl_str_mv 2016-09-30
dc.date.accessioned.fl_str_mv 2017-03-03T11:37:17Z
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dc.identifier.citation.fl_str_mv PINTO, V. D. P. Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo. 2016. 57 f. Dissertação (Mestrado em Engenharia Química) - Universidade Federal de Goiás, Goiânia, 2016.
dc.identifier.uri.fl_str_mv http://repositorio.bc.ufg.br/tede/handle/tede/6887
identifier_str_mv PINTO, V. D. P. Otimização de reator batelada alimentada para hidrolise de palha de cana de açúcar aplicando a teoria do controle ótimo. 2016. 57 f. Dissertação (Mestrado em Engenharia Química) - Universidade Federal de Goiás, Goiânia, 2016.
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dc.publisher.none.fl_str_mv Universidade Federal de Goiás
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dc.publisher.initials.fl_str_mv UFG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Química - IQ (RG)
publisher.none.fl_str_mv Universidade Federal de Goiás
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