Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada

Detalhes bibliográficos
Ano de defesa: 2019
Autor(a) principal: Frescura, Lucas Mironuk lattes
Orientador(a): Rosa, Marcelo Barcellos da lattes
Banca de defesa: Machado, Ênio Leandro lattes, Kunz, Simone Noremberg lattes
Tipo de documento: Dissertação
Tipo de acesso: Acesso aberto
Idioma: por
Instituição de defesa: Universidade Federal de Santa Maria
Centro de Ciências Naturais e Exatas
Programa de Pós-Graduação: Programa de Pós-Graduação em Química
Departamento: Química
País: Brasil
Palavras-chave em Português:
Palavras-chave em Inglês:
Área do conhecimento CNPq:
Link de acesso: http://repositorio.ufsm.br/handle/1/19178
Resumo: Naphthalene is the PAH with the simplest chemical structure, it has two aromatic rings. Thus, it serves as a standard for studies concerning this class of compounds, which present potential prejudicial to human health and are one of the main contaminants of water. Adsorption is a widely used technique for the removal of PAHs, and in recent years, different adsorbent materials have been developed for this purpose. With this increase, it's necessary to establish standards in adsorption by statistical methods, in order to reduce costs, waste generation and research time. This work used data obtained from a wide literature review of the last four decades of naphthalene adsorption of aqueous solutions with different adsorbents, searching for the greatest possible information of process. From the data obtained, Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA) were performed. PCA results it was observed that the surface area of the adsorbents and the initial concentration of naphthalene are the main factors that influence the adsorption capacity of the material, this information has a proven reliability level by the explained value of variance of the technique if of 70.57%. With HCA, it was possible to establish standards of the different classes of adsorbents based on their chemical similarities and the characteristics involved in the technique, presenting four groups of different similarities.Thus, the techniques of multivariate statistics were able to define similar behaviors in the processes studies with different adsorbent materials, so it is possible to use such techniques to facilitate the study of PAHs removal, especially naphthalene.
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spelling 2019-12-18T15:20:39Z2019-12-18T15:20:39Z2019-07-31http://repositorio.ufsm.br/handle/1/19178Naphthalene is the PAH with the simplest chemical structure, it has two aromatic rings. Thus, it serves as a standard for studies concerning this class of compounds, which present potential prejudicial to human health and are one of the main contaminants of water. Adsorption is a widely used technique for the removal of PAHs, and in recent years, different adsorbent materials have been developed for this purpose. With this increase, it's necessary to establish standards in adsorption by statistical methods, in order to reduce costs, waste generation and research time. This work used data obtained from a wide literature review of the last four decades of naphthalene adsorption of aqueous solutions with different adsorbents, searching for the greatest possible information of process. From the data obtained, Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA) were performed. PCA results it was observed that the surface area of the adsorbents and the initial concentration of naphthalene are the main factors that influence the adsorption capacity of the material, this information has a proven reliability level by the explained value of variance of the technique if of 70.57%. With HCA, it was possible to establish standards of the different classes of adsorbents based on their chemical similarities and the characteristics involved in the technique, presenting four groups of different similarities.Thus, the techniques of multivariate statistics were able to define similar behaviors in the processes studies with different adsorbent materials, so it is possible to use such techniques to facilitate the study of PAHs removal, especially naphthalene.O naftaleno é o Hidrocarboneto Policíclico Aromático (HPA) com estrutura química mais simples, possui dois anéis aromáticos. Dessa forma, serve como padrão para estudos referentes a esses compostos, que apresentam potencial nocivo à saúde humana e são um dos principais contaminantes de águas. A adsorção é uma técnica amplamente utilizada na remoção de HPAs, e nos últimos anos foram desenvolvidos diferentes materiais adsorventes com esta finalidade. Com esse aumento, é necessário estabelecer padrões na adsorção por métodos estatísticos, a fim de reduzir custos, geração de resíduos e tempo de pesquisas. Este trabalho utilizou dados obtidos de uma ampla revisão da literatura das últimas quatro décadas envolvendo trabalhos de adsorção de naftaleno em soluções aquosas, buscando o maior número de informações possíveis do processo. A partir dos dados obtidos, foram realizadas Análises de Componentes Principais (PCA) e Análise de Cluster Hierárquicos (HCA). A partir dos resultados da PCA foi observado que a área superficial dos adsorventes e a concentração inicial de naftaleno são os principais fatores que influenciam na capacidade de adsorção do material, essa informação possui um nível de confiabilidade comprovada visto que, obteve 70,57% de variância explicada. Com a HCA, foi possível estipular padrões das diferentes classes de adsorventes baseados em suas similaridades químicas e nas características envolvidas na técnica, apresentando quatro grupos de similaridades distintas. Assim, as técnicas de estatística multivariada mostraram-se capazes de definir comportamentos similares nos estudos com diferentes materiais adsorventes, sendo assim, é possível utilizar tais técnicas para facilitar o estudo de remoção de HPAs, especialmente o naftaleno.Coordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESporUniversidade Federal de Santa MariaCentro de Ciências Naturais e ExatasPrograma de Pós-Graduação em QuímicaUFSMBrasilQuímicaAttribution-NonCommercial-NoDerivatives 4.0 Internationalhttp://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessHidrocarbonetos policíclicos aromáticosNaftalenoAdsorçãoAnálise multivariadaPolycyclic aromatic hydrocarbonsNaphthaleneAdsorptionMultivariate analysisCNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICAProcesso de adsorção de naftaleno em soluções aquosas: uma abordagem multivariadaNaphthalene adsorption process in aqueous solutions: a multivariate approachinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisRosa, Marcelo Barcellos dahttp://lattes.cnpq.br/0308293154958870Machado, Ênio Leandrohttp://lattes.cnpq.br/6922571767923420Kunz, Simone Noremberghttp://lattes.cnpq.br/0979416016892842http://lattes.cnpq.br/0907539763536975Frescura, Lucas Mironuk1006000000006008b5ece49-3859-41c1-a27a-94fe03364b5ad10d50a7-0736-4a0f-ab02-2b3c6917c48d83525661-81e2-4c1d-bbde-36daa91d84421499c66e-9598-4b75-aa53-e49c95d1597creponame:Biblioteca Digital de Teses e Dissertações do UFSMinstname:Universidade Federal de Santa Maria (UFSM)instacron:UFSMORIGINALDIS_PPGQUIMICA_2019_FRESCURA_LUCAS.pdfDIS_PPGQUIMICA_2019_FRESCURA_LUCAS.pdfDissertação de Mestradoapplication/pdf2338539http://repositorio.ufsm.br/bitstream/1/19178/1/DIS_PPGQUIMICA_2019_FRESCURA_LUCAS.pdf7261a4a29ac0069bbc8f130872580d3cMD51CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; 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dc.title.por.fl_str_mv Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
dc.title.alternative.eng.fl_str_mv Naphthalene adsorption process in aqueous solutions: a multivariate approach
title Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
spellingShingle Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
Frescura, Lucas Mironuk
Hidrocarbonetos policíclicos aromáticos
Naftaleno
Adsorção
Análise multivariada
Polycyclic aromatic hydrocarbons
Naphthalene
Adsorption
Multivariate analysis
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA
title_short Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
title_full Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
title_fullStr Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
title_full_unstemmed Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
title_sort Processo de adsorção de naftaleno em soluções aquosas: uma abordagem multivariada
author Frescura, Lucas Mironuk
author_facet Frescura, Lucas Mironuk
author_role author
dc.contributor.advisor1.fl_str_mv Rosa, Marcelo Barcellos da
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0308293154958870
dc.contributor.referee1.fl_str_mv Machado, Ênio Leandro
dc.contributor.referee1Lattes.fl_str_mv http://lattes.cnpq.br/6922571767923420
dc.contributor.referee2.fl_str_mv Kunz, Simone Noremberg
dc.contributor.referee2Lattes.fl_str_mv http://lattes.cnpq.br/0979416016892842
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0907539763536975
dc.contributor.author.fl_str_mv Frescura, Lucas Mironuk
contributor_str_mv Rosa, Marcelo Barcellos da
Machado, Ênio Leandro
Kunz, Simone Noremberg
dc.subject.por.fl_str_mv Hidrocarbonetos policíclicos aromáticos
Naftaleno
Adsorção
Análise multivariada
topic Hidrocarbonetos policíclicos aromáticos
Naftaleno
Adsorção
Análise multivariada
Polycyclic aromatic hydrocarbons
Naphthalene
Adsorption
Multivariate analysis
CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA
dc.subject.eng.fl_str_mv Polycyclic aromatic hydrocarbons
Naphthalene
Adsorption
Multivariate analysis
dc.subject.cnpq.fl_str_mv CNPQ::CIENCIAS EXATAS E DA TERRA::QUIMICA
description Naphthalene is the PAH with the simplest chemical structure, it has two aromatic rings. Thus, it serves as a standard for studies concerning this class of compounds, which present potential prejudicial to human health and are one of the main contaminants of water. Adsorption is a widely used technique for the removal of PAHs, and in recent years, different adsorbent materials have been developed for this purpose. With this increase, it's necessary to establish standards in adsorption by statistical methods, in order to reduce costs, waste generation and research time. This work used data obtained from a wide literature review of the last four decades of naphthalene adsorption of aqueous solutions with different adsorbents, searching for the greatest possible information of process. From the data obtained, Principal Component Analysis (PCA) and Hierarchical Cluster Analysis (HCA) were performed. PCA results it was observed that the surface area of the adsorbents and the initial concentration of naphthalene are the main factors that influence the adsorption capacity of the material, this information has a proven reliability level by the explained value of variance of the technique if of 70.57%. With HCA, it was possible to establish standards of the different classes of adsorbents based on their chemical similarities and the characteristics involved in the technique, presenting four groups of different similarities.Thus, the techniques of multivariate statistics were able to define similar behaviors in the processes studies with different adsorbent materials, so it is possible to use such techniques to facilitate the study of PAHs removal, especially naphthalene.
publishDate 2019
dc.date.accessioned.fl_str_mv 2019-12-18T15:20:39Z
dc.date.available.fl_str_mv 2019-12-18T15:20:39Z
dc.date.issued.fl_str_mv 2019-07-31
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dc.publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Ciências Naturais e Exatas
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Química
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dc.publisher.department.fl_str_mv Química
publisher.none.fl_str_mv Universidade Federal de Santa Maria
Centro de Ciências Naturais e Exatas
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