Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas

Detalhes bibliográficos
Autor(a) principal: Sitoe, Baltazar Vasco
Data de Publicação: 2016
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFU
Texto Completo: https://repositorio.ufu.br/handle/123456789/17447
http://doi.org/10.14393/ufu.di.2016.10
Resumo: Biodiesel is a renewable source of fuel that can be used in pure form or in blends with diesel. In Brazil, from November 2014, the percentage of biodiesel in blends with diesel was set at 7% (v/v), through Law No. 13.033, the mixture being called B7. However, during the transport process, storage, distribution and marketing these mixtures may be adulterated by vegetable or mineral oils and other products, in order to forge or undesirably contaminate the product, making the product quality out of specification. Thus, to ensure the quality of biodiesel/diesel blends is necessary to develop methodologies that provide rapid and efficient responses to control the quality of this fuel. In this work was applied Mid Infrared Spectrometry (MIR) associated with Multivariate Control Charts based on Net Analyte Signal (NAS) to develop methodologies able to monitor compliant and non-compliant samples of Jatropha and Crambe biodiesels in mixtures with diesel. The biodiesels studied were produced from their vegetable oils using methyl and ethyl routes. In each model three charts were constructed: (i) NAS chart referring to the analyte of interest (biodiesel); (ii) Interference chart referring to the contribution of all other components in the sample (diesel) and (iii) Residual chart referring to any non-systematic variations in the spectra (instrumental noise). In calibration step 61 samples were used within the quality specifications, while the validation were used 665 samples ―in‖ and ―out‖ of specifications not used in the calibration step. This validation was done in relation to biodiesel content B7 blends and in relation to the presence of adulterants by: (i) partial substitution of biodiesel by soybean and waste frying oils; (ii) partial substitution of diesel by residual automotive lubricant oil and gasoline, and (iii) direct addition of each adulterant to B7 blends. All samples prepared within quality specifications were correctly classified as in control samples, because they were within the statistical limits of all the charts; and the samples prepared outside the quality specifications were classified as out of control samples, because they flag out of at least one of the charts limits. Therefore, the developed methodologies were efficient for the quality control of these types of biodiesels.
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spelling Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadasEspectrometria MICartas de controle multivariadasNASBiodieselQuimiometriaEspectroscopia de infravermelhoQuímica analíticaMIR spectrometryMultivariate control chartsChemometryCNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICABiodiesel is a renewable source of fuel that can be used in pure form or in blends with diesel. In Brazil, from November 2014, the percentage of biodiesel in blends with diesel was set at 7% (v/v), through Law No. 13.033, the mixture being called B7. However, during the transport process, storage, distribution and marketing these mixtures may be adulterated by vegetable or mineral oils and other products, in order to forge or undesirably contaminate the product, making the product quality out of specification. Thus, to ensure the quality of biodiesel/diesel blends is necessary to develop methodologies that provide rapid and efficient responses to control the quality of this fuel. In this work was applied Mid Infrared Spectrometry (MIR) associated with Multivariate Control Charts based on Net Analyte Signal (NAS) to develop methodologies able to monitor compliant and non-compliant samples of Jatropha and Crambe biodiesels in mixtures with diesel. The biodiesels studied were produced from their vegetable oils using methyl and ethyl routes. In each model three charts were constructed: (i) NAS chart referring to the analyte of interest (biodiesel); (ii) Interference chart referring to the contribution of all other components in the sample (diesel) and (iii) Residual chart referring to any non-systematic variations in the spectra (instrumental noise). In calibration step 61 samples were used within the quality specifications, while the validation were used 665 samples ―in‖ and ―out‖ of specifications not used in the calibration step. This validation was done in relation to biodiesel content B7 blends and in relation to the presence of adulterants by: (i) partial substitution of biodiesel by soybean and waste frying oils; (ii) partial substitution of diesel by residual automotive lubricant oil and gasoline, and (iii) direct addition of each adulterant to B7 blends. All samples prepared within quality specifications were correctly classified as in control samples, because they were within the statistical limits of all the charts; and the samples prepared outside the quality specifications were classified as out of control samples, because they flag out of at least one of the charts limits. Therefore, the developed methodologies were efficient for the quality control of these types of biodiesels.Conselho Nacional de Desenvolvimento Científico e TecnológicoMestre em QuímicaO biodiesel trata-se de um combustível de fonte renovável que pode ser usado na sua forma pura ou em misturas com o diesel. No Brasil, a partir de novembro de 2014, o percentual do biodiesel em misturas com diesel foi fixado em 7% (v/v), através da Lei no. 13.033, sendo a mistura denominada B7. Porém, durante os processos de transporte, armazenamento, distribuição e comercialização, essas misturas podem ser adulteradas por óleos vegetais ou minerais e outros produtos, com o intuito de fraudar ou contaminar indesejadamente o produto, tornando o produto fora da especificação de qualidade. Assim, para garantir a qualidade das misturas biodiesel/diesel é necessário desenvolver metodologias que forneçam respostas rápidas, de baixo custo e eficientes para o controle da qualidade deste combustível. Neste trabalho foi aplicada a Espectrometria no Infravermelho Médio (MIR) aliada a Cartas de Controle Multivariadas baseadas no Sinal Analítico Líquido (NAS) para desenvolver metodologias capazes de monitorar amostras conformes e não conformes dos biodieseis de Pinhão Manso e Crambe em misturas com diesel. Os biodieseis estudados foram produzidos a partir de seus óleos vegetais usando as rotas etílica e metílica. Em cada modelo foram construídas três cartas: (i) Carta NAS referente ao analito de interesse (biodiesel); (ii) Carta Interferente referente à contribuição de todos os outros componentes na amostra (diesel) e (iii) Carta Resíduo referente a quaisquer variações não sistemáticas nos espectros (ruído instrumental). Na etapa de calibração foram utilizadas 61 amostras dentro das especificações de qualidade, enquanto que na validação 665 amostras dentro e fora das especificações não usadas na calibração. Essa validação foi feita em relação ao teor do biodiesel nas misturas B7, e em relação à presença de adulterantes por: (i) substituição parcial do biodiesel por óleos de soja e de fritura residual; (ii) substituição parcial do diesel por óleo lubrificante automotivo residual e por gasolina e (iii) adição direta de cada um dos adulterantes às misturas B7. Todas as amostras preparadas dentro das especificações de qualidade foram corretamente classificadas como amostras dentro de controle, porque ficaram dentro dos limites estatísticos de todas as cartas; e as preparadas fora das especificações de qualidade foram classificadas como amostras fora de controle, porque saíram dos limites de pelo menos uma das cartas. Por isso, as metodologias desenvolvidas foram eficientes para o controle de qualidade desses tipos de biodieseis.Universidade Federal de UberlândiaBRPrograma de Pós-graduação em QuímicaCiências Exatas e da TerraUFUBorges Neto, Waldomirohttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4701146T6Eiras, Sebastiao de Paulahttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4790987A6Silva, Julio César José dahttp://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4760756J8Sitoe, Baltazar Vasco2016-06-22T18:48:40Z2016-02-182016-06-22T18:48:40Z2016-01-22info:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfapplication/pdfSITOE, Baltazar Vasco. Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas. 2016. 111 f. Dissertação (Mestrado em Ciências Exatas e da Terra) - Universidade Federal de Uberlândia, Uberlândia, 2016. DOI http://doi.org/10.14393/ufu.di.2016.10https://repositorio.ufu.br/handle/123456789/17447http://doi.org/10.14393/ufu.di.2016.10porinfo:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFUinstname:Universidade Federal de Uberlândia (UFU)instacron:UFU2020-09-21T22:37:02Zoai:repositorio.ufu.br:123456789/17447Repositório InstitucionalONGhttp://repositorio.ufu.br/oai/requestdiinf@dirbi.ufu.bropendoar:2020-09-21T22:37:02Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)false
dc.title.none.fl_str_mv Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
title Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
spellingShingle Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
Sitoe, Baltazar Vasco
Espectrometria MI
Cartas de controle multivariadas
NAS
Biodiesel
Quimiometria
Espectroscopia de infravermelho
Química analítica
MIR spectrometry
Multivariate control charts
Chemometry
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA
title_short Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
title_full Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
title_fullStr Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
title_full_unstemmed Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
title_sort Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas
author Sitoe, Baltazar Vasco
author_facet Sitoe, Baltazar Vasco
author_role author
dc.contributor.none.fl_str_mv Borges Neto, Waldomiro
http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4701146T6
Eiras, Sebastiao de Paula
http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4790987A6
Silva, Julio César José da
http://buscatextual.cnpq.br/buscatextual/visualizacv.do?id=K4760756J8
dc.contributor.author.fl_str_mv Sitoe, Baltazar Vasco
dc.subject.por.fl_str_mv Espectrometria MI
Cartas de controle multivariadas
NAS
Biodiesel
Quimiometria
Espectroscopia de infravermelho
Química analítica
MIR spectrometry
Multivariate control charts
Chemometry
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA
topic Espectrometria MI
Cartas de controle multivariadas
NAS
Biodiesel
Quimiometria
Espectroscopia de infravermelho
Química analítica
MIR spectrometry
Multivariate control charts
Chemometry
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA
description Biodiesel is a renewable source of fuel that can be used in pure form or in blends with diesel. In Brazil, from November 2014, the percentage of biodiesel in blends with diesel was set at 7% (v/v), through Law No. 13.033, the mixture being called B7. However, during the transport process, storage, distribution and marketing these mixtures may be adulterated by vegetable or mineral oils and other products, in order to forge or undesirably contaminate the product, making the product quality out of specification. Thus, to ensure the quality of biodiesel/diesel blends is necessary to develop methodologies that provide rapid and efficient responses to control the quality of this fuel. In this work was applied Mid Infrared Spectrometry (MIR) associated with Multivariate Control Charts based on Net Analyte Signal (NAS) to develop methodologies able to monitor compliant and non-compliant samples of Jatropha and Crambe biodiesels in mixtures with diesel. The biodiesels studied were produced from their vegetable oils using methyl and ethyl routes. In each model three charts were constructed: (i) NAS chart referring to the analyte of interest (biodiesel); (ii) Interference chart referring to the contribution of all other components in the sample (diesel) and (iii) Residual chart referring to any non-systematic variations in the spectra (instrumental noise). In calibration step 61 samples were used within the quality specifications, while the validation were used 665 samples ―in‖ and ―out‖ of specifications not used in the calibration step. This validation was done in relation to biodiesel content B7 blends and in relation to the presence of adulterants by: (i) partial substitution of biodiesel by soybean and waste frying oils; (ii) partial substitution of diesel by residual automotive lubricant oil and gasoline, and (iii) direct addition of each adulterant to B7 blends. All samples prepared within quality specifications were correctly classified as in control samples, because they were within the statistical limits of all the charts; and the samples prepared outside the quality specifications were classified as out of control samples, because they flag out of at least one of the charts limits. Therefore, the developed methodologies were efficient for the quality control of these types of biodiesels.
publishDate 2016
dc.date.none.fl_str_mv 2016-06-22T18:48:40Z
2016-02-18
2016-06-22T18:48:40Z
2016-01-22
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.uri.fl_str_mv SITOE, Baltazar Vasco. Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas. 2016. 111 f. Dissertação (Mestrado em Ciências Exatas e da Terra) - Universidade Federal de Uberlândia, Uberlândia, 2016. DOI http://doi.org/10.14393/ufu.di.2016.10
https://repositorio.ufu.br/handle/123456789/17447
http://doi.org/10.14393/ufu.di.2016.10
identifier_str_mv SITOE, Baltazar Vasco. Controle de qualidade de biodieseis de pinhão manso e crambe usando espectrometria no infravermelho médio e cartas de controle multivariadas. 2016. 111 f. Dissertação (Mestrado em Ciências Exatas e da Terra) - Universidade Federal de Uberlândia, Uberlândia, 2016. DOI http://doi.org/10.14393/ufu.di.2016.10
url https://repositorio.ufu.br/handle/123456789/17447
http://doi.org/10.14393/ufu.di.2016.10
dc.language.iso.fl_str_mv por
language por
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Uberlândia
BR
Programa de Pós-graduação em Química
Ciências Exatas e da Terra
UFU
publisher.none.fl_str_mv Universidade Federal de Uberlândia
BR
Programa de Pós-graduação em Química
Ciências Exatas e da Terra
UFU
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFU
instname:Universidade Federal de Uberlândia (UFU)
instacron:UFU
instname_str Universidade Federal de Uberlândia (UFU)
instacron_str UFU
institution UFU
reponame_str Repositório Institucional da UFU
collection Repositório Institucional da UFU
repository.name.fl_str_mv Repositório Institucional da UFU - Universidade Federal de Uberlândia (UFU)
repository.mail.fl_str_mv diinf@dirbi.ufu.br
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