Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar

Detalhes bibliográficos
Autor(a) principal: Souza, Renata Beraldo Alencar de
Data de Publicação: 2016
Tipo de documento: Tese
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/8489
Resumo: The complex cell wall structure of lignocellulosic biomass makes pretreatment one of the most relevant 2G ethanol production process steps due to the difficulty of hydrolyzing lignocellulose to fermentable sugars and the cost of the process as a whole. The optimization of enzymatic hydrolysis conditions is crucial for reaching high yields that make the process feasible. In this way, the aim of this work is to assess the stages of pretreatment and enzymatic hydrolysis of the cellulosic fraction of straw sugarcane. All samples were chemically characterized before and after the pretreatment step. Hydrothermally pretreatment was evaluated in four conditions: 170ºC / 5 min, 170ºC / 15 min, 220°C / 5 min, 220°C / 5 min, and 195ºC / 10 min. Higher hemicellulose removal (85.58%) was found at 195ºC / 10 min. This operational condition was set as a reference. Hydrolysis experiments were carried out in Erlenmeyer flasks at 50ºC, 250 rpm and pH 4.8, with a reaction volume of 50 mL. Two sets of experiments were performed. In the first, the effect of substrate concentration was evaluated varying solid load (5; 10; 15; 20% msolid/vsolution) with enzyme load constant in 13 FPU.gbiomass. At 72h of enzymatic reaction, cellulose conversions were: 72% (5% of solids), 84% (10% of solids), 72% (15% of solids), and 59% (20% solids). In the second set, the enzyme (Cellic®CTec2) load effect (3; 7; 10; 13; 16; 40 FPU/gbiomass) with solid load settled at 15% (msolid/vsolution), was assessed. For assays with 15% of solid load, cellulose conversions were: 48% (3 FPU/gbiomass), 58% (7 FPU/gbiomass), 66% (10 FPU/gbiomass), 72% (13 FPU/gbiomass), 71% (16 FPU/gbiomass), and 74% (40 FPU/gbiomass). A trade-off between solid load and enzyme dosage was found (15% m/v and 13 FPU/gbiomass) which results in 72,4% of cellulose to glucose conversion. After that it was studied the products inhibition effect on hydrolysis was assessed. glucose and cellobiose (10 and 30g.L-1) caused a higher inhibitory effect. Xylose did not show the significant inhibitory effect on β-glucosidase. However, glucose and cellobiose had significant inhibitory effects on endoglucanase and exoglucanase as well as on β-glucosidase. Hydrolysis experiments were conducted in the batch reactor (3 L) with 10% solids to compare the performance with the hydrolysis conducted in Erlenmeyer flasks. At 72h hydrolysis cellulose to glucose, conversion was obtained in 84.8% (Erlenmeyer flask) and 80.2% (in the reactor); hydrolysis profiles obtained were similar in both conditions evaluated. In face of this, it was opted by conduct experiments in bioreactor (50 mL) using solid loads of 15 and 20% showed the best cellulose to glucose conversions when compared to those carried out in shake flasks in the same conditions.
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spelling Souza, Renata Beraldo Alencar deCruz, Antonio José Gonçalves dahttp://lattes.cnpq.br/1812806190521028http://lattes.cnpq.br/8409898535548523ec1a2393-8fd8-487f-b57c-233025aa682e2017-02-08T11:18:20Z2017-02-08T11:18:20Z2016-04-08SOUZA, Renata Beraldo Alencar de. Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar. 2016. Tese (Doutorado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2016. Disponível em: https://repositorio.ufscar.br/handle/ufscar/8489.https://repositorio.ufscar.br/handle/ufscar/8489The complex cell wall structure of lignocellulosic biomass makes pretreatment one of the most relevant 2G ethanol production process steps due to the difficulty of hydrolyzing lignocellulose to fermentable sugars and the cost of the process as a whole. The optimization of enzymatic hydrolysis conditions is crucial for reaching high yields that make the process feasible. In this way, the aim of this work is to assess the stages of pretreatment and enzymatic hydrolysis of the cellulosic fraction of straw sugarcane. All samples were chemically characterized before and after the pretreatment step. Hydrothermally pretreatment was evaluated in four conditions: 170ºC / 5 min, 170ºC / 15 min, 220°C / 5 min, 220°C / 5 min, and 195ºC / 10 min. Higher hemicellulose removal (85.58%) was found at 195ºC / 10 min. This operational condition was set as a reference. Hydrolysis experiments were carried out in Erlenmeyer flasks at 50ºC, 250 rpm and pH 4.8, with a reaction volume of 50 mL. Two sets of experiments were performed. In the first, the effect of substrate concentration was evaluated varying solid load (5; 10; 15; 20% msolid/vsolution) with enzyme load constant in 13 FPU.gbiomass. At 72h of enzymatic reaction, cellulose conversions were: 72% (5% of solids), 84% (10% of solids), 72% (15% of solids), and 59% (20% solids). In the second set, the enzyme (Cellic®CTec2) load effect (3; 7; 10; 13; 16; 40 FPU/gbiomass) with solid load settled at 15% (msolid/vsolution), was assessed. For assays with 15% of solid load, cellulose conversions were: 48% (3 FPU/gbiomass), 58% (7 FPU/gbiomass), 66% (10 FPU/gbiomass), 72% (13 FPU/gbiomass), 71% (16 FPU/gbiomass), and 74% (40 FPU/gbiomass). A trade-off between solid load and enzyme dosage was found (15% m/v and 13 FPU/gbiomass) which results in 72,4% of cellulose to glucose conversion. After that it was studied the products inhibition effect on hydrolysis was assessed. glucose and cellobiose (10 and 30g.L-1) caused a higher inhibitory effect. Xylose did not show the significant inhibitory effect on β-glucosidase. However, glucose and cellobiose had significant inhibitory effects on endoglucanase and exoglucanase as well as on β-glucosidase. Hydrolysis experiments were conducted in the batch reactor (3 L) with 10% solids to compare the performance with the hydrolysis conducted in Erlenmeyer flasks. At 72h hydrolysis cellulose to glucose, conversion was obtained in 84.8% (Erlenmeyer flask) and 80.2% (in the reactor); hydrolysis profiles obtained were similar in both conditions evaluated. In face of this, it was opted by conduct experiments in bioreactor (50 mL) using solid loads of 15 and 20% showed the best cellulose to glucose conversions when compared to those carried out in shake flasks in the same conditions.A complexa estrutura da parede celular da biomassa lignocelulósica torna o pré-tratamento uma das etapas operacionais do processo de produção do etanol 2G mais relevantes, devido tanto à dificuldade de se hidrolisar lignocelulose a açúcares fermentescíveis quanto ao custo do processo como um todo. A otimização das condições de pré-tratamento hidrotérmico e hidrólise enzimática é crucial, para atingir altos rendimentos que tornem o processo de produção de etanol 2G viável. Assim, o objetivo deste trabalho foi estudar as etapas de pré-tratamento hidrotérmico e hidrólise enzimática da fração celulósica da palha de cana-de-açúcar. Todas as amostras foram caracterizadas quimicamente antes e após o pré-tratamento. Neste estudo foram avaliadas quatro condições de pré-tratamento: 170oC/5 min., 170oC/15 min., 220ºC/5 min, 220ºC/15 min e 195oC/10 min. A amostra proveniente do tratamento a 195oC/10 min. foi a que obteve maior remoção de hemicelulose, 85,58%, sendo essa condição de tratamento empregada como referência. Os experimentos de hidrólise enzimática foram realizados em frascos de Erlenmeyer a 50oC, 250 rpm e pH 4,8 (volume reacional de 50 mL). Foram avaliados o efeito da carga de sólidos (5, 10, 15 e 20% m/v) mantendo a carga enzimática em 13 FPU/gbiomassa. Em 72h de hidrólise as conversões de celulose obtidas foram: 72% (5% de sólidos), 84% (10% de sólidos), 72 % (15% de sólidos) e 59% (20% de sólidos). Em seguida foram avaliados o efeito da carga de enzima (3, 7, 10, 13, 16, e 40 FPU/gbiomasssa) mantendo a carga de sólidos em 15%. Nos experimentos realizados com 15% de sólidos as conversões obtidas foram: 48% (3 FPU/gbiomasssa), 58% (7 FPU/gbiomasssa), 66% (10 FPU/gbiomasssa), 72% (13 FPU/gbiomasssa), 71% (16 FPU/gbiomasssa) e 74% (40 FPU/gbiomasssa). Considerou-se como melhor resultado o ensaio com 15% de sólidos e 13 FPU/gcelulose, que resultou em 72,4% de conversão de celulose em glicose. Em seguida foi estudado o efeito de inibição dos produtos durante a hidrólise obtendo-se um maior efeito inibidor para a glicose e celobiose (10 e 30g.L-1). A xilose não apresentou efeito inibidor significativo sobre a -glicosidase, porém a glicose e a celobiose apresentaram efeitos inibitórios significativos tanto nas endoglucanase e exoglucanase quanto na -glicosidase. Foram realizados experimentos de hidrólises em reator de bancada (3 L) com 10% de sólidos para comparar o desempenho com as hidrólises realizadas em frascos de Erlenmeyer. Em 72h de hidrólise as conversões de celulose a glicose obtidas foram de 84,8% (em frasco de Erlenmeyer) e de 80,2% (em reator), os perfis de hidrólises obtidos foram similares em ambas às condições avaliadas. Diante do que foi colocado, optou-se pela realização de experimentos em reator (50 mL) nas cargas de sólidos de (15 e 20%) que então apresentaram melhores conversões de celulose a glicose quando comparados com os resultados de experimentos realizados em frascos de Erlenmeyer nas mesmas cargas de sólidos.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)porUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Engenharia Química - PPGEQUFSCarPalha de cana-de-açúcarPré-tratamento hidrotérmicoHidrólise enzimáticaBioetanolSugarcane strawHydrothermal pretreatmentEnzymatic hydrolysisBioethanolENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICAEstudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcarinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisOnline600600cc85fc8c-d20f-462f-9a6a-335621c3374ainfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALTeseRBAS.pdfTeseRBAS.pdfapplication/pdf3071110https://repositorio.ufscar.br/bitstream/ufscar/8489/1/TeseRBAS.pdf4bc20655670d1f098b42e903740d3795MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://repositorio.ufscar.br/bitstream/ufscar/8489/2/license.txtae0398b6f8b235e40ad82cba6c50031dMD52TEXTTeseRBAS.pdf.txtTeseRBAS.pdf.txtExtracted texttext/plain249116https://repositorio.ufscar.br/bitstream/ufscar/8489/3/TeseRBAS.pdf.txt460d29fd45b4871ae869a8ced398e6a9MD53THUMBNAILTeseRBAS.pdf.jpgTeseRBAS.pdf.jpgIM Thumbnailimage/jpeg7123https://repositorio.ufscar.br/bitstream/ufscar/8489/4/TeseRBAS.pdf.jpgaec814e881dee206f51c3a1a8f7cb461MD54ufscar/84892023-09-18 18:31:06.525oai:repositorio.ufscar.br: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Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:31:06Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
title Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
spellingShingle Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
Souza, Renata Beraldo Alencar de
Palha de cana-de-açúcar
Pré-tratamento hidrotérmico
Hidrólise enzimática
Bioetanol
Sugarcane straw
Hydrothermal pretreatment
Enzymatic hydrolysis
Bioethanol
ENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
title_short Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
title_full Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
title_fullStr Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
title_full_unstemmed Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
title_sort Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar
author Souza, Renata Beraldo Alencar de
author_facet Souza, Renata Beraldo Alencar de
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/8409898535548523
dc.contributor.author.fl_str_mv Souza, Renata Beraldo Alencar de
dc.contributor.advisor1.fl_str_mv Cruz, Antonio José Gonçalves da
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/1812806190521028
dc.contributor.authorID.fl_str_mv ec1a2393-8fd8-487f-b57c-233025aa682e
contributor_str_mv Cruz, Antonio José Gonçalves da
dc.subject.por.fl_str_mv Palha de cana-de-açúcar
Pré-tratamento hidrotérmico
Hidrólise enzimática
Bioetanol
Sugarcane straw
Hydrothermal pretreatment
Enzymatic hydrolysis
Bioethanol
topic Palha de cana-de-açúcar
Pré-tratamento hidrotérmico
Hidrólise enzimática
Bioetanol
Sugarcane straw
Hydrothermal pretreatment
Enzymatic hydrolysis
Bioethanol
ENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
dc.subject.cnpq.fl_str_mv ENGENHARIAS::ENGENHARIA QUIMICA::PROCESSOS INDUSTRIAIS DE ENGENHARIA QUIMICA
description The complex cell wall structure of lignocellulosic biomass makes pretreatment one of the most relevant 2G ethanol production process steps due to the difficulty of hydrolyzing lignocellulose to fermentable sugars and the cost of the process as a whole. The optimization of enzymatic hydrolysis conditions is crucial for reaching high yields that make the process feasible. In this way, the aim of this work is to assess the stages of pretreatment and enzymatic hydrolysis of the cellulosic fraction of straw sugarcane. All samples were chemically characterized before and after the pretreatment step. Hydrothermally pretreatment was evaluated in four conditions: 170ºC / 5 min, 170ºC / 15 min, 220°C / 5 min, 220°C / 5 min, and 195ºC / 10 min. Higher hemicellulose removal (85.58%) was found at 195ºC / 10 min. This operational condition was set as a reference. Hydrolysis experiments were carried out in Erlenmeyer flasks at 50ºC, 250 rpm and pH 4.8, with a reaction volume of 50 mL. Two sets of experiments were performed. In the first, the effect of substrate concentration was evaluated varying solid load (5; 10; 15; 20% msolid/vsolution) with enzyme load constant in 13 FPU.gbiomass. At 72h of enzymatic reaction, cellulose conversions were: 72% (5% of solids), 84% (10% of solids), 72% (15% of solids), and 59% (20% solids). In the second set, the enzyme (Cellic®CTec2) load effect (3; 7; 10; 13; 16; 40 FPU/gbiomass) with solid load settled at 15% (msolid/vsolution), was assessed. For assays with 15% of solid load, cellulose conversions were: 48% (3 FPU/gbiomass), 58% (7 FPU/gbiomass), 66% (10 FPU/gbiomass), 72% (13 FPU/gbiomass), 71% (16 FPU/gbiomass), and 74% (40 FPU/gbiomass). A trade-off between solid load and enzyme dosage was found (15% m/v and 13 FPU/gbiomass) which results in 72,4% of cellulose to glucose conversion. After that it was studied the products inhibition effect on hydrolysis was assessed. glucose and cellobiose (10 and 30g.L-1) caused a higher inhibitory effect. Xylose did not show the significant inhibitory effect on β-glucosidase. However, glucose and cellobiose had significant inhibitory effects on endoglucanase and exoglucanase as well as on β-glucosidase. Hydrolysis experiments were conducted in the batch reactor (3 L) with 10% solids to compare the performance with the hydrolysis conducted in Erlenmeyer flasks. At 72h hydrolysis cellulose to glucose, conversion was obtained in 84.8% (Erlenmeyer flask) and 80.2% (in the reactor); hydrolysis profiles obtained were similar in both conditions evaluated. In face of this, it was opted by conduct experiments in bioreactor (50 mL) using solid loads of 15 and 20% showed the best cellulose to glucose conversions when compared to those carried out in shake flasks in the same conditions.
publishDate 2016
dc.date.issued.fl_str_mv 2016-04-08
dc.date.accessioned.fl_str_mv 2017-02-08T11:18:20Z
dc.date.available.fl_str_mv 2017-02-08T11:18:20Z
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dc.identifier.citation.fl_str_mv SOUZA, Renata Beraldo Alencar de. Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar. 2016. Tese (Doutorado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2016. Disponível em: https://repositorio.ufscar.br/handle/ufscar/8489.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/8489
identifier_str_mv SOUZA, Renata Beraldo Alencar de. Estudo do pré-tratamento hidrotérmico e hidrólise enzimática da palha de cana-de-açúcar. 2016. Tese (Doutorado em Engenharia Química) – Universidade Federal de São Carlos, São Carlos, 2016. Disponível em: https://repositorio.ufscar.br/handle/ufscar/8489.
url https://repositorio.ufscar.br/handle/ufscar/8489
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dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
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dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Química - PPGEQ
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
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instname_str Universidade Federal de São Carlos (UFSCAR)
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institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
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