Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria
| Ano de defesa: | 2019 |
|---|---|
| Autor(a) principal: | |
| Orientador(a): | |
| Banca de defesa: | , |
| Tipo de documento: | Dissertação |
| Tipo de acesso: | Acesso aberto |
| Idioma: | por |
| Instituição de defesa: |
Universidade Federal de Alfenas
|
| Programa de Pós-Graduação: |
Programa de Pós-Graduação em Química
|
| Departamento: |
Instituto de Química
|
| País: |
Brasil
|
| Palavras-chave em Português: | |
| Área do conhecimento CNPq: | |
| Link de acesso: | https://repositorio.unifal-mg.edu.br/handle/123456789/1718 |
Resumo: | Brazil is the country with largest production and export of coffee beans, being a globally consumed product with high economic values. This way may be tampered with in a fraudulent or accidental manner. Fraudulent tampering is characterized by the use of cheaper products that are difficult for consumers to detect. The main adulterants that can be found in the coffee mix are corn, rye, rice, barley, wheat and also husks and straw for the coffee benefit, due to the low economic cost, some similarity with coffee and the high availability. Several techniques are already used for the detection of such adulterants, as well as infrared spectroscopy, electron microscopy, high performance liquid chromatography. Among the most used thermal analysis is the differential scanning calorimetry. Therefore, the present work aimed to determine the adulteration in coffee samples by thermogravimetric analysis technique, associated with chemometric methods. Thermogravimetric (TG) analysis is a technique in which determine mass loss or mass gain or mass percentage as a function of temperature or time. The samples were prepared in various mixtures containing the main contaminants such different proportions (1%, 2%, 3%, 5%, 8%, 10%, 12%, 15%, 18%, 20%, 22%, 25%, 28%, 30%, 32%, 35%, 38%, 40%, 42%, 45%, 50%) (w / w) with coffee powder. The thermal degradation studies of these materials were performed in TG, to perform the analyzes the atmospheres employed were in nitrogen and synthetic air. To quantify the level of tampering, PLS (Partial Least Squares) models were built using the Matlab software. Results of calibration errors for nitrogen gas atmosphere (corn 2.34; husk 3.91; straw 3.57), prediction errors (corn 2.63; husk 1.40; straw 7.70), latent variables (corn 4; husk 3; straw 4) and calibration errors for synthetic air atmosphere (corn 2.54; husk 3.56; straw 2.66), latent variables (corn 4; husk 5; straw 4) with the application of chemometric models, it was possible to confirm the previous results obtained by the technique, thermogravimetry and thus the PLS chemometric tool is promising for the study of adulteration in adulterated coffee samples |
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Pereira, Lucas Henricohttp://lattes.cnpq.br/6509414402989975Catelani, Tiago AugustoAlmeida, Eduardo Tonon DeAragão, Cícero Flávio SoaresTrevisan, Marcello Garciahttp://lattes.cnpq.br/23478978613148562021-02-04T14:45:10Z2019-11-21PEREIRA, Lucas Henrico. Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria. 2019. 79 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas/MG, 2019.https://repositorio.unifal-mg.edu.br/handle/123456789/1718Brazil is the country with largest production and export of coffee beans, being a globally consumed product with high economic values. This way may be tampered with in a fraudulent or accidental manner. Fraudulent tampering is characterized by the use of cheaper products that are difficult for consumers to detect. The main adulterants that can be found in the coffee mix are corn, rye, rice, barley, wheat and also husks and straw for the coffee benefit, due to the low economic cost, some similarity with coffee and the high availability. Several techniques are already used for the detection of such adulterants, as well as infrared spectroscopy, electron microscopy, high performance liquid chromatography. Among the most used thermal analysis is the differential scanning calorimetry. Therefore, the present work aimed to determine the adulteration in coffee samples by thermogravimetric analysis technique, associated with chemometric methods. Thermogravimetric (TG) analysis is a technique in which determine mass loss or mass gain or mass percentage as a function of temperature or time. The samples were prepared in various mixtures containing the main contaminants such different proportions (1%, 2%, 3%, 5%, 8%, 10%, 12%, 15%, 18%, 20%, 22%, 25%, 28%, 30%, 32%, 35%, 38%, 40%, 42%, 45%, 50%) (w / w) with coffee powder. The thermal degradation studies of these materials were performed in TG, to perform the analyzes the atmospheres employed were in nitrogen and synthetic air. To quantify the level of tampering, PLS (Partial Least Squares) models were built using the Matlab software. Results of calibration errors for nitrogen gas atmosphere (corn 2.34; husk 3.91; straw 3.57), prediction errors (corn 2.63; husk 1.40; straw 7.70), latent variables (corn 4; husk 3; straw 4) and calibration errors for synthetic air atmosphere (corn 2.54; husk 3.56; straw 2.66), latent variables (corn 4; husk 5; straw 4) with the application of chemometric models, it was possible to confirm the previous results obtained by the technique, thermogravimetry and thus the PLS chemometric tool is promising for the study of adulteration in adulterated coffee samplesO Brasil é o país com maior produção e exportação de grãos de café, sendo um produto mundialmente consumido e com altos valores econômicos. Desta maneira pode sofrer algum tipo de adulteração de forma fraudulenta ou acidental. As adulterações fraudulentas caracterizam-se pela utilização de produtos mais baratos e que sejam difíceis sua detecção pelo consumidor. Os principais adulterantes que podem ser encontrados na mistura com o café são o milho, centeio, arroz, cevada, trigo e também cascas e paus provenientes do benefício do café, devido ao baixo custo econômico, certa similaridade com o café e a grande disponibilidade. Diversas técnicas já são utilizadas para a detecção de tais adulterantes, bem como a espectroscopia no infravermelho, microscopia eletrônica e cromatografia liquida de alta eficiência. Dentre as análises térmicas a mais utilizada é a calorimetria exploratória diferencial. Portanto o presente trabalho teve como objetivo determinar a adulteração em amostra de café pela técnica de análise termogravimétrica, associado aos métodos quimiométricos. A análise Termogravimétrica (TG) é uma técnica na qual determina a perda de massa ou ganho de massa ou percentual de massa em função da temperatura ou do tempo. As amostras foram preparadas em várias misturas contendo casca e palha de café e milho. Estes materiais foram torrados, moídos e preparados em diferentes proporções (1%, 2%, 3%, 5%, 8%, 10%, 12%, 15%, 18%, 20%, 22%, 25%, 28%, 30%, 32%, 35%, 38%, 40%, 42%, 45%, 48%, 50%) (m/m) com o pó de café. Os estudos de degradação térmica desses materiais foram realizados em TG, para a realização das análises as atmosferas empregadas foram em nitrogênio e ar sintético. Para quantificar o nível de adulteração, foram construídos modelos PLS (Partial Least Squares) utilizado o software Matlab. Os resultados dos erros de calibração para atmosfera de gás nitrogênio (milho 2,34, casca 3,91 e palha 3,57), erros de predição (milho: 2,63, casca 1,40, palha 7,70), variáveis latentes (milho 4, casca 3, palha 4 ) e os erros de calibração para atmosfera de ar sintético (milho 2,54, casca 3,56, palha 2,66), variáveis latentes (milho 4, casca 5, palha 4) com a aplicação dos modelos quimiométricos, foi possível confirmar os resultados anteriores obtidos pela técnica de termogravimetria e, desta forma, a ferramenta quimiométrica PLS é promissora para o estudo da adulteração em amostras de café por vários adulterantes.application/pdfporUniversidade Federal de AlfenasPrograma de Pós-Graduação em QuímicaUNIFAL-MGBrasilInstituto de Químicainfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/CaféQuimiometriaAnálise TermogravimétricaQUIMICA ANALITICA::INSTRUMENTACAO ANALITICADesenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometriainfo:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersion13282530788267823066006001143264510063203452reponame:Repositório Institucional da Universidade Federal de Alfenas - RiUnifalinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALPereira, Lucas HenricoORIGINALDissertação de Lucas Henrico Pereira.pdfDissertação de Lucas Henrico Pereira.pdfapplication/pdf2833197https://repositorio.unifal-mg.edu.br/bitstreams/596bbbcc-4917-4b47-9d13-288f1c016836/downloada9e256d7367761c19f5a35d64c3b8a0eMD55LICENSElicense.txtlicense.txttext/plain; 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| dc.title.pt-BR.fl_str_mv |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| title |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| spellingShingle |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria Pereira, Lucas Henrico Café Quimiometria Análise Termogravimétrica QUIMICA ANALITICA::INSTRUMENTACAO ANALITICA |
| title_short |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| title_full |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| title_fullStr |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| title_full_unstemmed |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| title_sort |
Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria |
| author |
Pereira, Lucas Henrico |
| author_facet |
Pereira, Lucas Henrico |
| author_role |
author |
| dc.contributor.author.fl_str_mv |
Pereira, Lucas Henrico |
| dc.contributor.advisor1Lattes.fl_str_mv |
http://lattes.cnpq.br/6509414402989975 |
| dc.contributor.advisor-co1.fl_str_mv |
Catelani, Tiago Augusto |
| dc.contributor.referee1.fl_str_mv |
Almeida, Eduardo Tonon De |
| dc.contributor.referee2.fl_str_mv |
Aragão, Cícero Flávio Soares |
| dc.contributor.advisor1.fl_str_mv |
Trevisan, Marcello Garcia |
| dc.contributor.authorLattes.fl_str_mv |
http://lattes.cnpq.br/2347897861314856 |
| contributor_str_mv |
Catelani, Tiago Augusto Almeida, Eduardo Tonon De Aragão, Cícero Flávio Soares Trevisan, Marcello Garcia |
| dc.subject.por.fl_str_mv |
Café Quimiometria Análise Termogravimétrica |
| topic |
Café Quimiometria Análise Termogravimétrica QUIMICA ANALITICA::INSTRUMENTACAO ANALITICA |
| dc.subject.cnpq.fl_str_mv |
QUIMICA ANALITICA::INSTRUMENTACAO ANALITICA |
| description |
Brazil is the country with largest production and export of coffee beans, being a globally consumed product with high economic values. This way may be tampered with in a fraudulent or accidental manner. Fraudulent tampering is characterized by the use of cheaper products that are difficult for consumers to detect. The main adulterants that can be found in the coffee mix are corn, rye, rice, barley, wheat and also husks and straw for the coffee benefit, due to the low economic cost, some similarity with coffee and the high availability. Several techniques are already used for the detection of such adulterants, as well as infrared spectroscopy, electron microscopy, high performance liquid chromatography. Among the most used thermal analysis is the differential scanning calorimetry. Therefore, the present work aimed to determine the adulteration in coffee samples by thermogravimetric analysis technique, associated with chemometric methods. Thermogravimetric (TG) analysis is a technique in which determine mass loss or mass gain or mass percentage as a function of temperature or time. The samples were prepared in various mixtures containing the main contaminants such different proportions (1%, 2%, 3%, 5%, 8%, 10%, 12%, 15%, 18%, 20%, 22%, 25%, 28%, 30%, 32%, 35%, 38%, 40%, 42%, 45%, 50%) (w / w) with coffee powder. The thermal degradation studies of these materials were performed in TG, to perform the analyzes the atmospheres employed were in nitrogen and synthetic air. To quantify the level of tampering, PLS (Partial Least Squares) models were built using the Matlab software. Results of calibration errors for nitrogen gas atmosphere (corn 2.34; husk 3.91; straw 3.57), prediction errors (corn 2.63; husk 1.40; straw 7.70), latent variables (corn 4; husk 3; straw 4) and calibration errors for synthetic air atmosphere (corn 2.54; husk 3.56; straw 2.66), latent variables (corn 4; husk 5; straw 4) with the application of chemometric models, it was possible to confirm the previous results obtained by the technique, thermogravimetry and thus the PLS chemometric tool is promising for the study of adulteration in adulterated coffee samples |
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2019 |
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2019-11-21 |
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2021-02-04T14:45:10Z |
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PEREIRA, Lucas Henrico. Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria. 2019. 79 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas/MG, 2019. |
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PEREIRA, Lucas Henrico. Desenvolvimento de metodologia analítica para a determinação de adulterantes em café por termogravimetria e quimiometria. 2019. 79 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas/MG, 2019. |
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| repository.name.fl_str_mv |
Repositório Institucional da Universidade Federal de Alfenas - RiUnifal - Universidade Federal de Alfenas (UNIFAL) |
| repository.mail.fl_str_mv |
repositorio@unifal-mg.edu.br |
| _version_ |
1859830875058864128 |