Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico

Detalhes bibliográficos
Autor(a) principal: Carvalho, Rodrigo Rodrigues Victor de
Data de Publicação: 2015
Tipo de documento: Dissertação
Idioma: por
Título da fonte: Repositório Institucional da UFSCAR
Texto Completo: https://repositorio.ufscar.br/handle/ufscar/7584
Resumo: In this study, laser induced breakdown spectroscopy was combined with chemometric tools to study the chemical composition of WEEE discarded. For this, three samples of printed circuit board were chosen for analysis: PCBs samples of mobile phone, mouse and memory stick. The first sample with an area of 30 x 40 mm was forwarded to the LIBS, laser pulses were made in 1200 points generating a total of 12,000 spectra. Normalizing the data, initial exploratory analysis was conducted in which 18 emission lines were separated corresponding to Al, Au, Ba, Ca, Co, Cu, Fe, K, Li, Mg, Mn, Na, Ni, Sb, Si, Sn Ti and Zn. Semi quantitative information were acquired with scanning electron microscopy with X-ray microanalysis. In a second step, the data were normalized by the relative intensity and self-scaled, where principal component analysis was performed. Scores maps were generated with PC1 containing 19 and 16% of variance explained by the pulses 1 and 10. In the mouse sample, a small area containing 5 x 15 mm was analyzed, and investigated the presence of Pb, the five more intense emission lines of Pb were separated. Data were normalized by the relative intensity and self scaled, PCA was used and scores of maps were generated, with PC1 containing 88% of the explained variance. The Pb element was quantified by Flame Atomic Absorption Spectrometry finding a con-centration of 25% (w/w). Small areas of 10 x 10 mm were analyzed in the memory stick using laser ablation inductively coupled plasma mass spectrometer. Data were normalized, scores were generated and maps the elements Cr and Pb were identified and quantified by Inductively coupled plasma optical emission spectrometry, with concentrations of 7 and 70 mg/kg, respectively
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spelling Carvalho, Rodrigo Rodrigues Victor dePereira Filho, Edenir Rodrigueshttp://lattes.cnpq.br/3394181280355442http://lattes.cnpq.br/15590798519745856905ef3a-84f6-49d7-9e28-0fb7e9a94f932016-09-30T14:22:05Z2016-09-30T14:22:05Z2015-02-27CARVALHO, Rodrigo Rodrigues Victor de. Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico. 2015. Dissertação (Mestrado em Química) – Universidade Federal de São Carlos, São Carlos, 2015. Disponível em: https://repositorio.ufscar.br/handle/ufscar/7584.https://repositorio.ufscar.br/handle/ufscar/7584In this study, laser induced breakdown spectroscopy was combined with chemometric tools to study the chemical composition of WEEE discarded. For this, three samples of printed circuit board were chosen for analysis: PCBs samples of mobile phone, mouse and memory stick. The first sample with an area of 30 x 40 mm was forwarded to the LIBS, laser pulses were made in 1200 points generating a total of 12,000 spectra. Normalizing the data, initial exploratory analysis was conducted in which 18 emission lines were separated corresponding to Al, Au, Ba, Ca, Co, Cu, Fe, K, Li, Mg, Mn, Na, Ni, Sb, Si, Sn Ti and Zn. Semi quantitative information were acquired with scanning electron microscopy with X-ray microanalysis. In a second step, the data were normalized by the relative intensity and self-scaled, where principal component analysis was performed. Scores maps were generated with PC1 containing 19 and 16% of variance explained by the pulses 1 and 10. In the mouse sample, a small area containing 5 x 15 mm was analyzed, and investigated the presence of Pb, the five more intense emission lines of Pb were separated. Data were normalized by the relative intensity and self scaled, PCA was used and scores of maps were generated, with PC1 containing 88% of the explained variance. The Pb element was quantified by Flame Atomic Absorption Spectrometry finding a con-centration of 25% (w/w). Small areas of 10 x 10 mm were analyzed in the memory stick using laser ablation inductively coupled plasma mass spectrometer. Data were normalized, scores were generated and maps the elements Cr and Pb were identified and quantified by Inductively coupled plasma optical emission spectrometry, with concentrations of 7 and 70 mg/kg, respectivelyA espectrometria de emissão em plasma induzido por laser foi combinada com ferramentas quimiométricas para estudar a composição química de lixo eletrônico. Três amostras de placas de circuito impresso foram escolhidas para análise: amostras de PCIs de celular, mouse e pente de memória. A primeira amostra com uma área de 30 mm x 40 mm foi analisada por LIBS. Pulsos de lasers foram efetuados em 1200 pontos gerando um total de 12000 espectros. Normalizando-se os dados, foi realizada uma análise exploratória quando 18 linhas de emissão foram separadas: Al, Au, Ba, Ca, Co, Cu, Fe K, Li, Mg, Mn, Na, Ni, Sb, Si, Sn, Ti e Zn. Informações semiquantitativas foram adquiridas com microscópio eletrônico de varredura com energia dispersiva de raios x. Em uma segunda etapa, os dados foram normalizados pela intensidade relativa e auto-escalados, e uma nova PCA foi executada. Mapas de escores foram gerados com PC1 contendo 19 e 16% de variância explicada para os pulsos 1 e 10, respectivamente. Na amostra de mouse, uma pequena área de 5 mm x 15 mm foi analisada, sendo investigada a presença do elemento Pb e as cinco linhas de emissão mais intensas foram separadas. Os dados foram normalizados pela intensidade relativa e auto escalados, PCA foi empregada e mapas de escores foram gerados, com PC1 contendo 88% de variância explicada. O elemento Pb foi quantificado por espectrometria de absorção atômica em chama, encontrando-se uma concentração de 25% (m/m). Pequenas áreas de 10 mm x 10 mm foram analisadas no pente de memória utilizando espectrometria de massas com plasma indutivamente acoplado com ablação por laser, os dados foram normalizados e mapas de escores foram gerados, sendo que os elementos Cr e Pb foram identificados e quantificados por espectrometria de emissão ótica com plasma indutivamente acoplado, apresentando teores de 7 e 70 ppm, respectivamente.Conselho Nacional de Desenvolvimento Científico e Tecnológico (CNPq)Fundação de Amparo à Pesquisa do Estado de São Paulo (FAPESP)FAPESP: 2012/01769-3porUniversidade Federal de São CarlosCâmpus São CarlosPrograma de Pós-Graduação em Química - PPGQUFSCarQuímica analíticaEspectrometria de emissão óptica com plasma induzido por laserQuimiometriaCIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICAEmprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônicoEmployment of hyperespectral imaging and laser induced breakdown spectroscopy in direct analysis of waste electrical and electronic equipmentinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisOnline600cc86aeec-dd0e-4a5e-9ae0-d3a038091433info:eu-repo/semantics/openAccessreponame:Repositório Institucional da UFSCARinstname:Universidade Federal de São Carlos (UFSCAR)instacron:UFSCARORIGINALDissRRVC.pdfDissRRVC.pdfapplication/pdf21311519https://repositorio.ufscar.br/bitstream/ufscar/7584/1/DissRRVC.pdfdb7b93e3eba71a6955aa174283a5d883MD51LICENSElicense.txtlicense.txttext/plain; charset=utf-81957https://repositorio.ufscar.br/bitstream/ufscar/7584/2/license.txtae0398b6f8b235e40ad82cba6c50031dMD52TEXTDissRRVC.pdf.txtDissRRVC.pdf.txtExtracted texttext/plain87121https://repositorio.ufscar.br/bitstream/ufscar/7584/3/DissRRVC.pdf.txt2d4299a8ca181f262c79182d128d0248MD53THUMBNAILDissRRVC.pdf.jpgDissRRVC.pdf.jpgIM Thumbnailimage/jpeg10183https://repositorio.ufscar.br/bitstream/ufscar/7584/4/DissRRVC.pdf.jpgc49f942f4f275eebe0941c7157e7bf54MD54ufscar/75842023-09-18 18:31:39.941oai:repositorio.ufscar.br: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Repositório InstitucionalPUBhttps://repositorio.ufscar.br/oai/requestopendoar:43222023-09-18T18:31:39Repositório Institucional da UFSCAR - Universidade Federal de São Carlos (UFSCAR)false
dc.title.por.fl_str_mv Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
dc.title.alternative.eng.fl_str_mv Employment of hyperespectral imaging and laser induced breakdown spectroscopy in direct analysis of waste electrical and electronic equipment
title Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
spellingShingle Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
Carvalho, Rodrigo Rodrigues Victor de
Química analítica
Espectrometria de emissão óptica com plasma induzido por laser
Quimiometria
CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICA
title_short Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
title_full Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
title_fullStr Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
title_full_unstemmed Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
title_sort Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico
author Carvalho, Rodrigo Rodrigues Victor de
author_facet Carvalho, Rodrigo Rodrigues Victor de
author_role author
dc.contributor.authorlattes.por.fl_str_mv http://lattes.cnpq.br/1559079851974585
dc.contributor.author.fl_str_mv Carvalho, Rodrigo Rodrigues Victor de
dc.contributor.advisor1.fl_str_mv Pereira Filho, Edenir Rodrigues
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/3394181280355442
dc.contributor.authorID.fl_str_mv 6905ef3a-84f6-49d7-9e28-0fb7e9a94f93
contributor_str_mv Pereira Filho, Edenir Rodrigues
dc.subject.por.fl_str_mv Química analítica
Espectrometria de emissão óptica com plasma induzido por laser
Quimiometria
topic Química analítica
Espectrometria de emissão óptica com plasma induzido por laser
Quimiometria
CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICA
dc.subject.cnpq.fl_str_mv CIENCIAS EXATAS E DA TERRA::QUIMICA::QUIMICA ANALITICA
description In this study, laser induced breakdown spectroscopy was combined with chemometric tools to study the chemical composition of WEEE discarded. For this, three samples of printed circuit board were chosen for analysis: PCBs samples of mobile phone, mouse and memory stick. The first sample with an area of 30 x 40 mm was forwarded to the LIBS, laser pulses were made in 1200 points generating a total of 12,000 spectra. Normalizing the data, initial exploratory analysis was conducted in which 18 emission lines were separated corresponding to Al, Au, Ba, Ca, Co, Cu, Fe, K, Li, Mg, Mn, Na, Ni, Sb, Si, Sn Ti and Zn. Semi quantitative information were acquired with scanning electron microscopy with X-ray microanalysis. In a second step, the data were normalized by the relative intensity and self-scaled, where principal component analysis was performed. Scores maps were generated with PC1 containing 19 and 16% of variance explained by the pulses 1 and 10. In the mouse sample, a small area containing 5 x 15 mm was analyzed, and investigated the presence of Pb, the five more intense emission lines of Pb were separated. Data were normalized by the relative intensity and self scaled, PCA was used and scores of maps were generated, with PC1 containing 88% of the explained variance. The Pb element was quantified by Flame Atomic Absorption Spectrometry finding a con-centration of 25% (w/w). Small areas of 10 x 10 mm were analyzed in the memory stick using laser ablation inductively coupled plasma mass spectrometer. Data were normalized, scores were generated and maps the elements Cr and Pb were identified and quantified by Inductively coupled plasma optical emission spectrometry, with concentrations of 7 and 70 mg/kg, respectively
publishDate 2015
dc.date.issued.fl_str_mv 2015-02-27
dc.date.accessioned.fl_str_mv 2016-09-30T14:22:05Z
dc.date.available.fl_str_mv 2016-09-30T14:22:05Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
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dc.identifier.citation.fl_str_mv CARVALHO, Rodrigo Rodrigues Victor de. Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico. 2015. Dissertação (Mestrado em Química) – Universidade Federal de São Carlos, São Carlos, 2015. Disponível em: https://repositorio.ufscar.br/handle/ufscar/7584.
dc.identifier.uri.fl_str_mv https://repositorio.ufscar.br/handle/ufscar/7584
identifier_str_mv CARVALHO, Rodrigo Rodrigues Victor de. Emprego de imagens hiperspectrais e espectrometria de emissão em plasma introduzido por laser na análise direta de amostras de lixo eletrônico. 2015. Dissertação (Mestrado em Química) – Universidade Federal de São Carlos, São Carlos, 2015. Disponível em: https://repositorio.ufscar.br/handle/ufscar/7584.
url https://repositorio.ufscar.br/handle/ufscar/7584
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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 Química - PPGQ
dc.publisher.initials.fl_str_mv UFSCar
publisher.none.fl_str_mv Universidade Federal de São Carlos
Câmpus São Carlos
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