Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)

Detalhes bibliográficos
Ano de defesa: 2020
Autor(a) principal: Cavalcanti, Marcello Henrique Da Silva lattes
Orientador(a): Virtuoso, Luciano Sindra lattes
Banca de defesa: Borges, Diogo Gontijo, Tavano, Olga Luisa
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/123456789/1811
Resumo: The immobilization of enzymes in magnetic nanoparticles is a strategy that enables the recovery of conjugated nanoparticles enzymes from the selection of material immobilized by centrifugation or by the application of an external magnetic field. In this context, the present work used the magnetic nanoparticles (Fe3O4) as a support for immobilization of the lipase applied by Thermomyces lanuginosus (TLL). This lipase has important applications in the industry, such as, for example, in the production of biodiesel, pesticides, food, among others. Specifically, in the first stage of the work, it was magnetic nanoparticles (NPM) through the coprecipitation method using sodium hydrogen as a reducing agent. As the NPM were characterized by TEM, AFM, XRD,FTIR, TGA, DLS and potential zeta and results by different techniques used in the treatment of small NPM, for example, the TEM images showed displays of 8.3 ± 2,7 nm, the AFM showing a size of 12,0 ± 2,0 nm and the DLS showing a DH 34,19 ± 0,91 nm, with a load surface varying between + 35,0 mV at pH 3,0 to – 35,0 mV at pH 12,0. A characterization by XRD proven as NPM in the type Fe3O4, by FTIR it was determined the display of captures of the type Fe-O and O-H in material and by TGA it was observed how NPM is the temperature range of 400°C to 900°C. In a second step, the charge surface for the TLL enzyme was computationally evaluated using the information obtained in the PDB, and the differentiation of the electrostatic potential in each region of the macromolecule was verified. Finally, 3 pH control conditions were chosen in order to modify the loading surfaces of the enzyme and NPM and evaluate its adsorption process. Thus, the immobilized material showed 99,49% of the enzyme adsorption to the support, recovering 62,3% of the hydrolytic activity, in relation to the initial activity of the free lipase. And the catalytic efficiency in the synthesis of the ethyl oleate ester was 80% after 12 cycles of reuse.
id UNIFAL_96037f3268cb914e02b47d5b5b1b346c
oai_identifier_str oai:repositorio.unifal-mg.edu.br:123456789/1811
network_acronym_str UNIFAL
network_name_str Biblioteca Digital de Teses e Dissertações da UNIFAL
repository_id_str
spelling Cavalcanti, Marcello Henrique Da Silvahttp://lattes.cnpq.br/5842400772128330Silva, José Maurício Schennerdorf Ferreira Da.Borges, Diogo GontijoTavano, Olga LuisaVirtuoso, Luciano Sindrahttp://lattes.cnpq.br/63090551578487602021-06-15T13:59:13Z2020-02-27CAVALCANTI, Marcello Henrique da Silva. Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL). 2020. 86 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas/MG, 2020.https://repositorio.unifal-mg.edu.br/handle/123456789/1811The immobilization of enzymes in magnetic nanoparticles is a strategy that enables the recovery of conjugated nanoparticles enzymes from the selection of material immobilized by centrifugation or by the application of an external magnetic field. In this context, the present work used the magnetic nanoparticles (Fe3O4) as a support for immobilization of the lipase applied by Thermomyces lanuginosus (TLL). This lipase has important applications in the industry, such as, for example, in the production of biodiesel, pesticides, food, among others. Specifically, in the first stage of the work, it was magnetic nanoparticles (NPM) through the coprecipitation method using sodium hydrogen as a reducing agent. As the NPM were characterized by TEM, AFM, XRD,FTIR, TGA, DLS and potential zeta and results by different techniques used in the treatment of small NPM, for example, the TEM images showed displays of 8.3 ± 2,7 nm, the AFM showing a size of 12,0 ± 2,0 nm and the DLS showing a DH 34,19 ± 0,91 nm, with a load surface varying between + 35,0 mV at pH 3,0 to – 35,0 mV at pH 12,0. A characterization by XRD proven as NPM in the type Fe3O4, by FTIR it was determined the display of captures of the type Fe-O and O-H in material and by TGA it was observed how NPM is the temperature range of 400°C to 900°C. In a second step, the charge surface for the TLL enzyme was computationally evaluated using the information obtained in the PDB, and the differentiation of the electrostatic potential in each region of the macromolecule was verified. Finally, 3 pH control conditions were chosen in order to modify the loading surfaces of the enzyme and NPM and evaluate its adsorption process. Thus, the immobilized material showed 99,49% of the enzyme adsorption to the support, recovering 62,3% of the hydrolytic activity, in relation to the initial activity of the free lipase. And the catalytic efficiency in the synthesis of the ethyl oleate ester was 80% after 12 cycles of reuse.A imobilização de enzimas em nanopartículas magnéticas é uma estratégia que viabiliza a recuperação do conjugado nanopartícula-enzima a partir da separação do material imobilizado por centrifugação ou pela aplicação de um campo magnético externo. Nesse contexto, o presente trabalho avaliou o uso de nanopartículas magnéticas (Fe3O4) como suporte para imobilização da lipase produzida por Thermomyces lanuginosus (TLL). Essa lipase possui importantes aplicações na indústria, como, por exemplo, na produção de biodiesel, pesticidas, alimentos, entre outros. De forma específica, na primeira etapa do trabalho, foram obtidas nanopartículas magnéticas (NPM) através do método de coprecipitação usando hidróxido de sódio como agente redutor. As NPM foram caracterizadas por TEM, AFM, DRX, FTIR, TGA, DLS e potencial zeta e os resultados mostraram por diferentes técnicas se tratar de NPM pequenas, devido as imagens de TEM apresentarem partículas de 8,3 ± 2,7 nm; de AFM apresentarem um tamanho de 12,0 ± 2,0 nm e os dados de DLS mostrarem um DH 34,19 ± 0,91 nm, com superfície de carga variando entre + 35,0 mV em pH 3,0 à – 35,0 mV em pH 12,0. A caracterização por DRX comprovou que as NPM são do tipo Fe3O4, por FTIR foi determinado a existência de ligações do tipo Fe-O e O-H no material e por TGA foi observado que as NPM são estáveis na faixa de temperatura de 400°C a 900°C. Numa segunda etapa, a superfície de carga para a enzima TLL foi avaliada computacionalmente por meio das informações obtidas no PDB, sendo verificada a diferenciação do potencial eletrostático em cada região da macromolécula. Por fim, foram escolhidos 3 condições de controle de pH de forma a modificar as superfícies de carga da enzima e da NPM e avaliar o seu processo de adsorção. Assim, o material imobilizado apresentou 99,49% de adsorção da enzima ao suporte, recuperando 62,3% da atividade hidrolítica, em relação à atividade inicial da lipase livre. E a eficiência catalítica na síntese do éster oleato de etila foi de aproximadamente 80% após 12 ciclos de reutilizaçãoCoordenação de Aperfeiçoamento de Pessoal de Nível Superior - CAPESapplication/pdfporUniversidade Federal de AlfenasPrograma de Pós-Graduação em QuímicaUNIFAL-MGBrasilInstituto de Químicainfo:eu-repo/semantics/openAccesshttp://creativecommons.org/licenses/by-nc-nd/4.0/Enzimas imobilizadasNanopartículas de MagnetitaThermomyces lanuginosusLipase / EnzimologiaAdsorçãoQUIMICA::FISICO-QUIMICASíntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)info:eu-repo/semantics/masterThesisinfo:eu-repo/semantics/publishedVersion1328253078826782306600600600-67940694632270714842075167498588264571reponame:Biblioteca Digital de Teses e Dissertações da UNIFALinstname:Universidade Federal de Alfenas (UNIFAL)instacron:UNIFALCavalcanti, Marcello Henrique Da SilvaLICENSElicense.txtlicense.txttext/plain; charset=utf-81987https://repositorio.unifal-mg.edu.br/bitstreams/bad64ec8-b4f7-4c3f-93d1-89351d010c69/download31555718c4fc75849dd08f27935d4f6bMD51CC-LICENSElicense_urllicense_urltext/plain; charset=utf-849https://repositorio.unifal-mg.edu.br/bitstreams/1064ae38-3cc1-4f47-86fb-3298666c624a/download4afdbb8c545fd630ea7db775da747b2fMD52license_textlicense_texttext/html; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/fbe95409-fd09-47d9-9287-950346e53b6b/downloadd41d8cd98f00b204e9800998ecf8427eMD53license_rdflicense_rdfapplication/rdf+xml; charset=utf-80https://repositorio.unifal-mg.edu.br/bitstreams/0e3b90b1-56a2-4f99-afa8-bee837ef9725/downloadd41d8cd98f00b204e9800998ecf8427eMD54ORIGINALDissertação de Marcello Henrique da Silva Cavalcanti.pdfDissertação de Marcello Henrique da Silva Cavalcanti.pdfapplication/pdf2325534https://repositorio.unifal-mg.edu.br/bitstreams/93beef53-794a-4a34-b813-311f21a7c3ed/download1fba1192f90d7bd93e673c99cec9a880MD55TEXTDissertação de Marcello Henrique da Silva Cavalcanti.pdf.txtDissertação de Marcello Henrique da Silva Cavalcanti.pdf.txtExtracted texttext/plain103595https://repositorio.unifal-mg.edu.br/bitstreams/baf6d42b-8656-4d13-89f6-4b183c704841/downloaddd761791d33f5f5ec48c1f326d52db2cMD58THUMBNAILDissertação de Marcello Henrique da Silva Cavalcanti.pdf.jpgDissertação de Marcello Henrique da Silva Cavalcanti.pdf.jpgGenerated Thumbnailimage/jpeg2685https://repositorio.unifal-mg.edu.br/bitstreams/365ae492-12d2-456d-82d2-3cc021aea79e/download6ebd64737cdf26809236d6f60cbc78b4MD59123456789/18112025-04-14 09:53:33.349http://creativecommons.org/licenses/by-nc-nd/4.0/open.accessoai:repositorio.unifal-mg.edu.br:123456789/1811https://repositorio.unifal-mg.edu.brBiblioteca Digital de Teses e DissertaçõesPUBhttps://bdtd.unifal-mg.edu.br:8443/oai/requestbdtd@unifal-mg.edu.br || bdtd@unifal-mg.edu.bropendoar:2025-04-14T12:53:33Biblioteca Digital de Teses e Dissertações da UNIFAL - Universidade Federal de Alfenas (UNIFAL)falseTElDRU7Dh0EgREUgRElTVFJJQlVJw4fDg08gTsODTy1FWENMVVNJVkEKCkNvbSBhIGFwcmVzZW50YcOnw6NvIGRlc3RhIGxpY2Vuw6dhLCBvIGF1dG9yIG91IG8gdGl0dWxhciBkb3MgZGlyZWl0b3MgZGUgYXV0b3IgY29uY2VkZSDDoCBVbml2ZXJzaWRhZGUgCkZlZGVyYWwgZGUgQWxmZW5hcyAgKFVOSUZBTC1NRykgbyBkaXJlaXRvIG7Do28tZXhjbHVzaXZvIGRlIHJlcHJvZHV6aXIsICB0cmFkdXppciAoY29uZm9ybWUgZGVmaW5pZG8gYWJhaXhvKSwgZS9vdSAKZGlzdHJpYnVpciBhIHN1YSB0ZXNlIG91IGRpc3NlcnRhw6fDo28gKGluY2x1aW5kbyBvIHJlc3VtbykgcG9yIHRvZG8gbyBtdW5kbyBubyBmb3JtYXRvIGltcHJlc3NvIGUgZWxldHLDtG5pY28gZSAKZW0gcXVhbHF1ZXIgbWVpbywgaW5jbHVpbmRvIG9zIGZvcm1hdG9zIMOhdWRpbyBvdSB2w61kZW8uCgpWb2PDqiBjb25jb3JkYSBxdWUgYSBVTklGQUwtTUcgcG9kZSwgc2VtIGFsdGVyYXIgbyBjb250ZcO6ZG8sIHRyYW5zcG9yIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyAKcGFyYSBxdWFscXVlciBtZWlvIG91IGZvcm1hdG8gcGFyYSBmaW5zIGRlIHByZXNlcnZhw6fDo28uCgpWb2PDqiB0YW1iw6ltIGNvbmNvcmRhIHF1ZSBhICBVTklGQUwtTUcgcG9kZSBtYW50ZXIgbWFpcyBkZSB1bWEgY8OzcGlhIGRlIHN1YSB0ZXNlIG91IApkaXNzZXJ0YcOnw6NvIHBhcmEgZmlucyBkZSBzZWd1cmFuw6dhLCBiYWNrLXVwIGUgcHJlc2VydmHDp8Ojby4KClZvY8OqIGRlY2xhcmEgcXVlIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyDDqSBvcmlnaW5hbCBlIHF1ZSB2b2PDqiB0ZW0gbyBwb2RlciBkZSBjb25jZWRlciBvcyBkaXJlaXRvcyBjb250aWRvcyAKbmVzdGEgbGljZW7Dp2EuIFZvY8OqIHRhbWLDqW0gZGVjbGFyYSBxdWUgbyBkZXDDs3NpdG8gZGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBuw6NvLCBxdWUgc2VqYSBkZSBzZXUgCmNvbmhlY2ltZW50bywgaW5mcmluZ2UgZGlyZWl0b3MgYXV0b3JhaXMgZGUgbmluZ3XDqW0uCgpDYXNvIGEgc3VhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBjb250ZW5oYSBtYXRlcmlhbCBxdWUgdm9jw6ogbsOjbyBwb3NzdWkgYSB0aXR1bGFyaWRhZGUgZG9zIGRpcmVpdG9zIGF1dG9yYWlzLCB2b2PDqiAKZGVjbGFyYSBxdWUgb2J0ZXZlIGEgcGVybWlzc8OjbyBpcnJlc3RyaXRhIGRvIGRldGVudG9yIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBwYXJhIGNvbmNlZGVyIMOgICBVTklGQUwtTUcgCm9zIGRpcmVpdG9zIGFwcmVzZW50YWRvcyBuZXN0YSBsaWNlbsOnYSwgZSBxdWUgZXNzZSBtYXRlcmlhbCBkZSBwcm9wcmllZGFkZSBkZSB0ZXJjZWlyb3MgZXN0w6EgY2xhcmFtZW50ZSAKaWRlbnRpZmljYWRvIGUgcmVjb25oZWNpZG8gbm8gdGV4dG8gb3Ugbm8gY29udGXDumRvIGRhIHRlc2Ugb3UgZGlzc2VydGHDp8OjbyBvcmEgZGVwb3NpdGFkYS4KCkNBU08gQSBURVNFIE9VIERJU1NFUlRBw4fDg08gT1JBIERFUE9TSVRBREEgVEVOSEEgU0lETyBSRVNVTFRBRE8gREUgVU0gUEFUUk9Dw41OSU8gT1UgCkFQT0lPIERFIFVNQSBBR8OKTkNJQSBERSBGT01FTlRPIE9VIE9VVFJPIE9SR0FOSVNNTyBRVUUgTsODTyBTRUpBIEEgIFVOSUZBTC1NRywgClZPQ8OKIERFQ0xBUkEgUVVFIFJFU1BFSVRPVSBUT0RPUyBFIFFVQUlTUVVFUiBESVJFSVRPUyBERSBSRVZJU8ODTyBDT01PIApUQU1Cw4lNIEFTIERFTUFJUyBPQlJJR0HDh8OVRVMgRVhJR0lEQVMgUE9SIENPTlRSQVRPIE9VIEFDT1JETy4KCkEgVU5JRkFMLU1HIHNlIGNvbXByb21ldGUgYSBpZGVudGlmaWNhciBjbGFyYW1lbnRlIG8gc2V1IG5vbWUgKHMpIG91IG8ocykgbm9tZShzKSBkbyhzKSAKZGV0ZW50b3IoZXMpIGRvcyBkaXJlaXRvcyBhdXRvcmFpcyBkYSB0ZXNlIG91IGRpc3NlcnRhw6fDo28sIGUgbsOjbyBmYXLDoSBxdWFscXVlciBhbHRlcmHDp8OjbywgYWzDqW0gZGFxdWVsYXMgCmNvbmNlZGlkYXMgcG9yIGVzdGEgbGljZW7Dp2EuCg==
dc.title.pt-BR.fl_str_mv Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
title Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
spellingShingle Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
Cavalcanti, Marcello Henrique Da Silva
Enzimas imobilizadas
Nanopartículas de Magnetita
Thermomyces lanuginosus
Lipase / Enzimologia
Adsorção
QUIMICA::FISICO-QUIMICA
title_short Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
title_full Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
title_fullStr Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
title_full_unstemmed Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
title_sort Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL)
author Cavalcanti, Marcello Henrique Da Silva
author_facet Cavalcanti, Marcello Henrique Da Silva
author_role author
dc.contributor.author.fl_str_mv Cavalcanti, Marcello Henrique Da Silva
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/5842400772128330
dc.contributor.advisor-co1.fl_str_mv Silva, José Maurício Schennerdorf Ferreira Da.
dc.contributor.referee1.fl_str_mv Borges, Diogo Gontijo
dc.contributor.referee2.fl_str_mv Tavano, Olga Luisa
dc.contributor.advisor1.fl_str_mv Virtuoso, Luciano Sindra
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/6309055157848760
contributor_str_mv Silva, José Maurício Schennerdorf Ferreira Da.
Borges, Diogo Gontijo
Tavano, Olga Luisa
Virtuoso, Luciano Sindra
dc.subject.por.fl_str_mv Enzimas imobilizadas
Nanopartículas de Magnetita
Thermomyces lanuginosus
Lipase / Enzimologia
Adsorção
topic Enzimas imobilizadas
Nanopartículas de Magnetita
Thermomyces lanuginosus
Lipase / Enzimologia
Adsorção
QUIMICA::FISICO-QUIMICA
dc.subject.cnpq.fl_str_mv QUIMICA::FISICO-QUIMICA
description The immobilization of enzymes in magnetic nanoparticles is a strategy that enables the recovery of conjugated nanoparticles enzymes from the selection of material immobilized by centrifugation or by the application of an external magnetic field. In this context, the present work used the magnetic nanoparticles (Fe3O4) as a support for immobilization of the lipase applied by Thermomyces lanuginosus (TLL). This lipase has important applications in the industry, such as, for example, in the production of biodiesel, pesticides, food, among others. Specifically, in the first stage of the work, it was magnetic nanoparticles (NPM) through the coprecipitation method using sodium hydrogen as a reducing agent. As the NPM were characterized by TEM, AFM, XRD,FTIR, TGA, DLS and potential zeta and results by different techniques used in the treatment of small NPM, for example, the TEM images showed displays of 8.3 ± 2,7 nm, the AFM showing a size of 12,0 ± 2,0 nm and the DLS showing a DH 34,19 ± 0,91 nm, with a load surface varying between + 35,0 mV at pH 3,0 to – 35,0 mV at pH 12,0. A characterization by XRD proven as NPM in the type Fe3O4, by FTIR it was determined the display of captures of the type Fe-O and O-H in material and by TGA it was observed how NPM is the temperature range of 400°C to 900°C. In a second step, the charge surface for the TLL enzyme was computationally evaluated using the information obtained in the PDB, and the differentiation of the electrostatic potential in each region of the macromolecule was verified. Finally, 3 pH control conditions were chosen in order to modify the loading surfaces of the enzyme and NPM and evaluate its adsorption process. Thus, the immobilized material showed 99,49% of the enzyme adsorption to the support, recovering 62,3% of the hydrolytic activity, in relation to the initial activity of the free lipase. And the catalytic efficiency in the synthesis of the ethyl oleate ester was 80% after 12 cycles of reuse.
publishDate 2020
dc.date.issued.fl_str_mv 2020-02-27
dc.date.accessioned.fl_str_mv 2021-06-15T13:59:13Z
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
format masterThesis
status_str publishedVersion
dc.identifier.citation.fl_str_mv CAVALCANTI, Marcello Henrique da Silva. Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL). 2020. 86 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas/MG, 2020.
dc.identifier.uri.fl_str_mv https://repositorio.unifal-mg.edu.br/handle/123456789/1811
identifier_str_mv CAVALCANTI, Marcello Henrique da Silva. Síntese e caracterização de nanopartículas magnéticas (Fe3O4) e seu uso como suporte para imobilização de lipase Thermomyces lanuginosus (TLL). 2020. 86 f. Dissertação (Mestrado em Química) - Universidade Federal de Alfenas, Alfenas/MG, 2020.
url https://repositorio.unifal-mg.edu.br/handle/123456789/1811
dc.language.iso.fl_str_mv por
language por
dc.relation.department.fl_str_mv 1328253078826782306
dc.relation.confidence.fl_str_mv 600
600
600
dc.relation.cnpq.fl_str_mv -6794069463227071484
dc.relation.sponsorship.fl_str_mv 2075167498588264571
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
http://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/4.0/
dc.format.none.fl_str_mv application/pdf
dc.publisher.none.fl_str_mv Universidade Federal de Alfenas
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Química
dc.publisher.initials.fl_str_mv UNIFAL-MG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv Instituto de Química
publisher.none.fl_str_mv Universidade Federal de Alfenas
dc.source.none.fl_str_mv reponame:Biblioteca Digital de Teses e Dissertações da UNIFAL
instname:Universidade Federal de Alfenas (UNIFAL)
instacron:UNIFAL
instname_str Universidade Federal de Alfenas (UNIFAL)
instacron_str UNIFAL
institution UNIFAL
reponame_str Biblioteca Digital de Teses e Dissertações da UNIFAL
collection Biblioteca Digital de Teses e Dissertações da UNIFAL
bitstream.url.fl_str_mv https://repositorio.unifal-mg.edu.br/bitstreams/bad64ec8-b4f7-4c3f-93d1-89351d010c69/download
https://repositorio.unifal-mg.edu.br/bitstreams/1064ae38-3cc1-4f47-86fb-3298666c624a/download
https://repositorio.unifal-mg.edu.br/bitstreams/fbe95409-fd09-47d9-9287-950346e53b6b/download
https://repositorio.unifal-mg.edu.br/bitstreams/0e3b90b1-56a2-4f99-afa8-bee837ef9725/download
https://repositorio.unifal-mg.edu.br/bitstreams/93beef53-794a-4a34-b813-311f21a7c3ed/download
https://repositorio.unifal-mg.edu.br/bitstreams/baf6d42b-8656-4d13-89f6-4b183c704841/download
https://repositorio.unifal-mg.edu.br/bitstreams/365ae492-12d2-456d-82d2-3cc021aea79e/download
bitstream.checksum.fl_str_mv 31555718c4fc75849dd08f27935d4f6b
4afdbb8c545fd630ea7db775da747b2f
d41d8cd98f00b204e9800998ecf8427e
d41d8cd98f00b204e9800998ecf8427e
1fba1192f90d7bd93e673c99cec9a880
dd761791d33f5f5ec48c1f326d52db2c
6ebd64737cdf26809236d6f60cbc78b4
bitstream.checksumAlgorithm.fl_str_mv MD5
MD5
MD5
MD5
MD5
MD5
MD5
repository.name.fl_str_mv Biblioteca Digital de Teses e Dissertações da UNIFAL - Universidade Federal de Alfenas (UNIFAL)
repository.mail.fl_str_mv bdtd@unifal-mg.edu.br || bdtd@unifal-mg.edu.br
_version_ 1850508383531040768