A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos

Detalhes bibliográficos
Autor(a) principal: Silva, Diego Aleixo da
Data de Publicação: 2019
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/11223
Resumo: The chemical characteristics of lignocellulosic residues influence the quality of biofuel. Higher heating value (PCS) and proximate analysis (volatile matter (TMV), fixed carbon (TCF) and ash content (TC)) give information of the biomass for burning. In literary works it is common for authors to create PCS models based on proximate analysis. However, the linear correlation of these variables is not well demonstrated. Thus, the objective of this research was to analyze the correlation of PCS as a function of the variables of the proximate analysis of different lignocellulosic biomasses. The work was divided into chapters. Chapter 1 presents a literature review on biomass, energy characterization, standard, correlations between PCS and proximate analysis. In Chapter 2 was tested whether there is a difference between the use of different TMV standards. In Chapter 3 a database was created for different pyrolysed biomasses. The bivariate correlations between the PCS and the variables of the proximate analysis were analyzed. With sub-objectives of this chapter residual biomass of Eucalytpus urograndis pyrolyzed in different temperatures (100, 200, 300, 400, 500 and 600 ° C). Ten different lignocellulosic materials were also pyrolyzed at 300 ° C for two hours. In the first sub-objective, the influence of temperature on the energy characteristics of the same material (PCS, TCF, TMV, TCF and Thermal Degradation Time (DTT)) was tested, and in the second, the influence of different materials on the energy characteristics was tested. In Chapter 4, a database for "in natura" biomass was created. The bivariate correlations between the PCS and the variables of proximate analysis were tested. With sub-objectives of this chapter 10 "in natura" biomass were collected and the accuracy of six PCS models of the literature were tested. Energy characteristics were analyzed in addition to bulk density (DG) and peak thermal degradation (PDT). The influences of these parameters were analyzed through a linear correlation matrix. A general conclusion was given in Chapter 5. The results showed that care should be taken when comparing TMV standards, since four different standards resulted in values with different mean values for the same material. Only two standards presented sames values to 5% of siginificance. The literature data showed a linear population correlation between PCS and TCF for different pyrolysed biomasses, however there is no correlation between PCS and TMV. The use of different temperatures in the pyrolysis of a same material improved the energetic characteristics of the material. There was also a positive linear correlation between DTT and PCS and TCF and a negative linear correlation with TMV. For different materials DTT did not correlate with any analyzed variable. Only TCF and PCS presented positive linear correlation when considering different pyrolysed biomasses. It is concluded that there is linear interdependence between the PCS and the variables of the proximate analysis for different "in natura" biomasses. And there is linear interdependence between PCS and TMV for different pyrolysed biomasses under the same conditions.
id SCAR_f86e79d57d1ffb8af0f8bfdeb07f60e7
oai_identifier_str oai:repositorio.ufscar.br:ufscar/11223
network_acronym_str SCAR
network_name_str Repositório Institucional da UFSCAR
repository_id_str 4322
spelling Silva, Diego Aleixo daYamaji, Fabio Minoruhttp://lattes.cnpq.br/4787449634914831Pádua, Franciane Andrade dehttp://lattes.cnpq.br/2945447364979913http://lattes.cnpq.br/435077008348072267630513-c9ac-4019-ad17-78eac875f70f2019-04-12T18:43:15Z2019-04-12T18:43:15Z2019-03-01SILVA, Diego Aleixo da. A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos. 2019. Dissertação (Mestrado em Planejamento e Uso de Recursos Renováveis) – Universidade Federal de São Carlos, Sorocaba, 2019. Disponível em: https://repositorio.ufscar.br/handle/ufscar/11223.https://repositorio.ufscar.br/handle/ufscar/11223The chemical characteristics of lignocellulosic residues influence the quality of biofuel. Higher heating value (PCS) and proximate analysis (volatile matter (TMV), fixed carbon (TCF) and ash content (TC)) give information of the biomass for burning. In literary works it is common for authors to create PCS models based on proximate analysis. However, the linear correlation of these variables is not well demonstrated. Thus, the objective of this research was to analyze the correlation of PCS as a function of the variables of the proximate analysis of different lignocellulosic biomasses. The work was divided into chapters. Chapter 1 presents a literature review on biomass, energy characterization, standard, correlations between PCS and proximate analysis. In Chapter 2 was tested whether there is a difference between the use of different TMV standards. In Chapter 3 a database was created for different pyrolysed biomasses. The bivariate correlations between the PCS and the variables of the proximate analysis were analyzed. With sub-objectives of this chapter residual biomass of Eucalytpus urograndis pyrolyzed in different temperatures (100, 200, 300, 400, 500 and 600 ° C). Ten different lignocellulosic materials were also pyrolyzed at 300 ° C for two hours. In the first sub-objective, the influence of temperature on the energy characteristics of the same material (PCS, TCF, TMV, TCF and Thermal Degradation Time (DTT)) was tested, and in the second, the influence of different materials on the energy characteristics was tested. In Chapter 4, a database for "in natura" biomass was created. The bivariate correlations between the PCS and the variables of proximate analysis were tested. With sub-objectives of this chapter 10 "in natura" biomass were collected and the accuracy of six PCS models of the literature were tested. Energy characteristics were analyzed in addition to bulk density (DG) and peak thermal degradation (PDT). The influences of these parameters were analyzed through a linear correlation matrix. A general conclusion was given in Chapter 5. The results showed that care should be taken when comparing TMV standards, since four different standards resulted in values with different mean values for the same material. Only two standards presented sames values to 5% of siginificance. The literature data showed a linear population correlation between PCS and TCF for different pyrolysed biomasses, however there is no correlation between PCS and TMV. The use of different temperatures in the pyrolysis of a same material improved the energetic characteristics of the material. There was also a positive linear correlation between DTT and PCS and TCF and a negative linear correlation with TMV. For different materials DTT did not correlate with any analyzed variable. Only TCF and PCS presented positive linear correlation when considering different pyrolysed biomasses. It is concluded that there is linear interdependence between the PCS and the variables of the proximate analysis for different "in natura" biomasses. And there is linear interdependence between PCS and TMV for different pyrolysed biomasses under the same conditions.As características químicas dos resíduos lignocelulósicos influenciam diretamente na qualidade de um biocombustível. O poder calorífico superior (PCS) e a análise imediata (teores de materiais voláteis (TMV), teor de carbono fixo (TCF) e teor de cinzas (TC)) oferecem informações importantes da biomassa destinada a queima. Em trabalhos literários é comum os autores criarem modelos de PCS em função da análise imediata. Entretanto, a correlação linear dessas variáveis não está bem demonstrada. Assim, o objetivo dessa pesquisa foi analisar a correlação do PCS em função das variáveis da análise imediata de diferentes biomassas lignocelulósicas. O trabalho foi dividido em capítulos. O Capítulo 1 apresenta uma revisão bibliográfica sobre a biomassa, a caracterização para fins energéticos, normatizações, correlações entre PCS e a análise imediata. No Capítulo 2 foram testadas se há diferença entre o uso de diferentes normas de TMV. No Capítulo 3 foi criado um banco de dados para diferentes biomassas pirolisadas. Foram analisadas as correlações bivariadas entre o PCS e as variáveis da análise imediata. Como sub-objetivos deste capítulo foram pirolisadas biomassas residuais de Eucalytpus urograndis em diferentes temperaturas (100, 200, 300, 400, 500 e 600 º C). Também foram pirolisados 10 materiais lignocelulósicos diferentes a 300 º C, por duas horas. No primeiro sub-objetivo foi testada a influência da temperatura nas características energéticas de um mesmo material (PCS, TCF, TMV, TC e Tempo de Degradação Térmica (TDT)) e no segundo a influência de diferentes matérias nas características energéticas. No Capítulo 4 foi criado um banco de dados para biomassas “in natura”. Foram analisadas as correlaçãoes bivariadas entre o PCS e as variáveis da análise imediata. Com sub-objetivos deste capítulo foram coletadas 10 biomassas “in natura” e testados a precisão de seis modelos de PCS disponíveis na literatura. Foram analisadas características energéticas, além da densidade a granel (DG) e o pico de degradação térmica (PDT). Foram analisadas as influências destes parâmetros através de uma matriz de correlação linear. No Capítulo 5 foi apresentado uma conclusão geral. Os resultados motraram que se deve tomar cuidado ao comparar normas de TMV, pois quatro normas diferentes resultaram em valores com médias diferentes para um mesmo material. Somente duas normas apresentaram valores iguais a 5% de siginificância. Os dados da literatura mostraram haver uma correlação linear populacional entre o PCS e o TCF para diferentes biomassas pirolisadas, entretanto não há correlação entre o PCS e o TMV. O uso de temperaturas diferentes na pirólise de um mesmo material melhorou as características energéticas do material. Também houve correlação linear positiva do TDT com o PCS e TCF e uma correlação linear negativa com o TMV. Para materiais diferentes o TDT não se correlacionou com nenhuma variável analisada. Somente o TCF e o PCS apresentaram correlação linear positiva ao considerar diferentes biomassas pirolisadas. Conclui-se se que há interdependência linear entre o PCS e as variáveis da análise imediata para diferentes biomassas “in natura”. E há interdependência linear entre o PCS e o TMV para diferentes biomassas pirolisadas sobre as mesmas condições.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior (CAPES)CAPES 001porUniversidade Federal de São CarlosCâmpus SorocabaPrograma de Pós-Graduação em Planejamento e Uso de Recursos Renováveis - PPGPUR-SoUFSCarBioenergia, carbono fixo, teor de materiais voláteisCIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTALA interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicoslinear interdependence of the higher heating value regarding proximate analysis in lignocellulosic materialsinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisOnline600600c2194a66-c652-4085-8d61-a94327601c24info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALQualificação final_completa.pdfQualificação final_completa.pdfapplication/pdf1147094https://repositorio.ufscar.br/bitstream/ufscar/11223/1/Qualifica%c3%a7%c3%a3o%20final_completa.pdfefc60d1726eb1ffb526f8c5a47eafd9dMD51Carta comprovante de versão final_aval orientador.jpegCarta comprovante de versão final_aval orientador.jpegimage/jpeg307477https://repositorio.ufscar.br/bitstream/ufscar/11223/3/Carta%20comprovante%20de%20vers%c3%a3o%20final_aval%20orientador.jpeg461fc64c43ae8200c0d1f61a913201d5MD53LICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://repositorio.ufscar.br/bitstream/ufscar/11223/4/license.txtae0398b6f8b235e40ad82cba6c50031dMD54TEXTQualificação final_completa.pdf.txtQualificação final_completa.pdf.txtExtracted texttext/plain215415https://repositorio.ufscar.br/bitstream/ufscar/11223/5/Qualifica%c3%a7%c3%a3o%20final_completa.pdf.txt4c3435200acede357b89f7d2a7e15f98MD55THUMBNAILCarta comprovante de versão final_aval orientador.jpeg.jpgCarta comprovante de versão final_aval orientador.jpeg.jpgGenerated Thumbnailimage/jpeg1717https://repositorio.ufscar.br/bitstream/ufscar/11223/6/Carta%20comprovante%20de%20vers%c3%a3o%20final_aval%20orientador.jpeg.jpg2b990733725c2b6721a8b65c7585d22fMD56Qualificação final_completa.pdf.jpgQualificação final_completa.pdf.jpgIM Thumbnailimage/jpeg6206https://repositorio.ufscar.br/bitstream/ufscar/11223/7/Qualifica%c3%a7%c3%a3o%20final_completa.pdf.jpg5313bd98eaa8bd6218c5f016ce0f5b8fMD57ufscar/112232023-09-18 18:31:21.681oai:repositorio.ufscar.br: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Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:31:21Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
dc.title.alternative.por.fl_str_mv linear interdependence of the higher heating value regarding proximate analysis in lignocellulosic materials
title A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
spellingShingle A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
Silva, Diego Aleixo da
Bioenergia, carbono fixo, teor de materiais voláteis
CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
title_short A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
title_full A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
title_fullStr A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
title_full_unstemmed A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
title_sort A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos
author Silva, Diego Aleixo da
author_facet Silva, Diego Aleixo da
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/4350770083480722
dc.contributor.author.fl_str_mv Silva, Diego Aleixo da
dc.contributor.advisor1.fl_str_mv Yamaji, Fabio Minoru
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/4787449634914831
dc.contributor.advisor-co1.fl_str_mv Pádua, Franciane Andrade de
dc.contributor.advisor-co1Lattes.fl_str_mv http://lattes.cnpq.br/2945447364979913
dc.contributor.authorID.fl_str_mv 67630513-c9ac-4019-ad17-78eac875f70f
contributor_str_mv Yamaji, Fabio Minoru
Pádua, Franciane Andrade de
dc.subject.por.fl_str_mv Bioenergia, carbono fixo, teor de materiais voláteis
topic Bioenergia, carbono fixo, teor de materiais voláteis
CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
dc.subject.cnpq.fl_str_mv CIENCIAS AGRARIAS::RECURSOS FLORESTAIS E ENGENHARIA FLORESTAL
description The chemical characteristics of lignocellulosic residues influence the quality of biofuel. Higher heating value (PCS) and proximate analysis (volatile matter (TMV), fixed carbon (TCF) and ash content (TC)) give information of the biomass for burning. In literary works it is common for authors to create PCS models based on proximate analysis. However, the linear correlation of these variables is not well demonstrated. Thus, the objective of this research was to analyze the correlation of PCS as a function of the variables of the proximate analysis of different lignocellulosic biomasses. The work was divided into chapters. Chapter 1 presents a literature review on biomass, energy characterization, standard, correlations between PCS and proximate analysis. In Chapter 2 was tested whether there is a difference between the use of different TMV standards. In Chapter 3 a database was created for different pyrolysed biomasses. The bivariate correlations between the PCS and the variables of the proximate analysis were analyzed. With sub-objectives of this chapter residual biomass of Eucalytpus urograndis pyrolyzed in different temperatures (100, 200, 300, 400, 500 and 600 ° C). Ten different lignocellulosic materials were also pyrolyzed at 300 ° C for two hours. In the first sub-objective, the influence of temperature on the energy characteristics of the same material (PCS, TCF, TMV, TCF and Thermal Degradation Time (DTT)) was tested, and in the second, the influence of different materials on the energy characteristics was tested. In Chapter 4, a database for "in natura" biomass was created. The bivariate correlations between the PCS and the variables of proximate analysis were tested. With sub-objectives of this chapter 10 "in natura" biomass were collected and the accuracy of six PCS models of the literature were tested. Energy characteristics were analyzed in addition to bulk density (DG) and peak thermal degradation (PDT). The influences of these parameters were analyzed through a linear correlation matrix. A general conclusion was given in Chapter 5. The results showed that care should be taken when comparing TMV standards, since four different standards resulted in values with different mean values for the same material. Only two standards presented sames values to 5% of siginificance. The literature data showed a linear population correlation between PCS and TCF for different pyrolysed biomasses, however there is no correlation between PCS and TMV. The use of different temperatures in the pyrolysis of a same material improved the energetic characteristics of the material. There was also a positive linear correlation between DTT and PCS and TCF and a negative linear correlation with TMV. For different materials DTT did not correlate with any analyzed variable. Only TCF and PCS presented positive linear correlation when considering different pyrolysed biomasses. It is concluded that there is linear interdependence between the PCS and the variables of the proximate analysis for different "in natura" biomasses. And there is linear interdependence between PCS and TMV for different pyrolysed biomasses under the same conditions.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-04-12T18:43:15Z
dc.date.available.fl_str_mv 2019-04-12T18:43:15Z
dc.date.issued.fl_str_mv 2019-03-01
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv SILVA, Diego Aleixo da. A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos. 2019. Dissertação (Mestrado em Planejamento e Uso de Recursos Renováveis) – Universidade Federal de São Carlos, Sorocaba, 2019. Disponível em: https://repositorio.ufscar.br/handle/ufscar/11223.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/11223
identifier_str_mv SILVA, Diego Aleixo da. A interdependência linear do poder calorífico superior em função da análise imediata em materiais lignocelulósicos. 2019. Dissertação (Mestrado em Planejamento e Uso de Recursos Renováveis) – Universidade Federal de São Carlos, Sorocaba, 2019. Disponível em: https://repositorio.ufscar.br/handle/ufscar/11223.
url https://repositorio.ufscar.br/handle/ufscar/11223
dc.language.iso.fl_str_mv por
language por
dc.relation.confidence.fl_str_mv 600
600
dc.relation.authority.fl_str_mv c2194a66-c652-4085-8d61-a94327601c24
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus Sorocaba
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Planejamento e Uso de Recursos Renováveis - PPGPUR-So
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus Sorocaba
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFSCAR
instname:Universidade Federal de São Carlos (UFSCAR)
instacron:UFSCAR
instname_str Universidade Federal de São Carlos (UFSCAR)
instacron_str UFSCAR
institution UFSCAR
reponame_str Repositório Institucional da UFSCAR
collection Repositório Institucional da UFSCAR
bitstream.url.fl_str_mv https://repositorio.ufscar.br/bitstream/ufscar/11223/1/Qualifica%c3%a7%c3%a3o%20final_completa.pdf
https://repositorio.ufscar.br/bitstream/ufscar/11223/3/Carta%20comprovante%20de%20vers%c3%a3o%20final_aval%20orientador.jpeg
https://repositorio.ufscar.br/bitstream/ufscar/11223/4/license.txt
https://repositorio.ufscar.br/bitstream/ufscar/11223/5/Qualifica%c3%a7%c3%a3o%20final_completa.pdf.txt
https://repositorio.ufscar.br/bitstream/ufscar/11223/6/Carta%20comprovante%20de%20vers%c3%a3o%20final_aval%20orientador.jpeg.jpg
https://repositorio.ufscar.br/bitstream/ufscar/11223/7/Qualifica%c3%a7%c3%a3o%20final_completa.pdf.jpg
bitstream.checksum.fl_str_mv efc60d1726eb1ffb526f8c5a47eafd9d
461fc64c43ae8200c0d1f61a913201d5
ae0398b6f8b235e40ad82cba6c50031d
4c3435200acede357b89f7d2a7e15f98
2b990733725c2b6721a8b65c7585d22f
5313bd98eaa8bd6218c5f016ce0f5b8f
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)
repository.mail.fl_str_mv
_version_ 1802136355637035008