A practical toolset for TERS experiments and analysis

Detalhes bibliográficos
Autor(a) principal: Hudson Luiz Silva de Miranda
Data de Publicação: 2020
Tipo de documento: Tese
Idioma: eng
Título da fonte: Repositório Institucional da UFMG
Texto Completo: http://hdl.handle.net/1843/34709
Resumo: This work proposes a set of hardware and software tools to improve the usability of tip-enhanced Raman spectroscopy (TERS) systems. TERS is capable of providing optical images with resolution beyond the light’s diffraction limit while also providing chemical and structural information, which makes it a technique of interest for nanoscience and nanotechnology applications. Specifically, this work aims to develop hardware and software solutions to better understand the TERS probe’s interaction with an electromagnetic field, providing insights on: optical probe alignment methods, optimization of probe’s constructive parameters and super-resolution. Aside from the development of the necessary instruments, this task also comprehends the study of TERS probe’s interaction with light via Finite Element Method simulations in addition to TERS experiments with graphene under a series of environmental conditions that affect the local electromagnetic field in a controlled manner. Furthermore, the work also comprehends the use of data analysis techniques, specifically Spectral Unmixing and Principal Component Analysis (PCA), with the objective of efficiently extracting information from hyperspectral images in a non supervised manner via dimensionality reduction.
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spelling Ado Jorio de Vasconceloshttp://lattes.cnpq.br/0034894070455412Jaime Arturo RamirezDavies William de Lima MonteiroLeandro Malard MoreiraEduardo Bedê BarrosBráulio Soares Arcanjohttp://lattes.cnpq.br/0605662802625493Hudson Luiz Silva de Miranda2021-01-14T21:07:29Z2021-01-14T21:07:29Z2020-11-06http://hdl.handle.net/1843/347090000-0002-9946-5224This work proposes a set of hardware and software tools to improve the usability of tip-enhanced Raman spectroscopy (TERS) systems. TERS is capable of providing optical images with resolution beyond the light’s diffraction limit while also providing chemical and structural information, which makes it a technique of interest for nanoscience and nanotechnology applications. Specifically, this work aims to develop hardware and software solutions to better understand the TERS probe’s interaction with an electromagnetic field, providing insights on: optical probe alignment methods, optimization of probe’s constructive parameters and super-resolution. Aside from the development of the necessary instruments, this task also comprehends the study of TERS probe’s interaction with light via Finite Element Method simulations in addition to TERS experiments with graphene under a series of environmental conditions that affect the local electromagnetic field in a controlled manner. Furthermore, the work also comprehends the use of data analysis techniques, specifically Spectral Unmixing and Principal Component Analysis (PCA), with the objective of efficiently extracting information from hyperspectral images in a non supervised manner via dimensionality reduction.Este trabalho propõe um conjunto de ferramentas de hardware e software para melhorar a usabilidade de sistemas de espectroscopia Raman aprimorada por ponta (TERS, do inglês Tip Enhanced Raman Spectroscopy). O TERS é capaz de fornecer imagens ópticas com resolução além do limite de difração da luz, além de fornecer informações químicas e estruturais, o que o torna uma técnica de interesse para aplicações em nanociência e nanotecnologia. Especificamente, este trabalho visa desenvolver soluções de hardware e software para melhor compreender a interação da sonda TERS com um campo eletromagnético, fornecendo informações sobre: métodos de alinhamento óptico de sonda, otimização dos parâmetros construtivos da sonda e super-resolução. Além do desenvolvimento dos instrumentos necessários, esta tarefa também compreende o estudo da interação da sonda TERS com a luz via simulações do Método dos Elementos Finitos, além de experimentos de TERS com grafeno sob uma série de condições ambientais que afetam o campo eletromagnético local de forma controlada. Além disso, o trabalho também compreende a utilização de técnicas de análise de dados, especificamente Decomposição Espectral (Spectral Unmixing) e Análise de Componentes Principais (PCA, do inglês Principal Component Analysis), com o objetivo de extrair informações de imagens hiperespectrais de forma eficiente e não supervisionada via redução de dimensionalidade.CNPq - Conselho Nacional de Desenvolvimento Científico e TecnológicoengUniversidade Federal de Minas GeraisPrograma de Pós-Graduação em Engenharia ElétricaUFMGBrasilENG - DEPARTAMENTO DE ENGENHARIA ELÉTRICAhttp://creativecommons.org/licenses/by-nc-nd/3.0/pt/info:eu-repo/semantics/openAccessEngenharia elétricaNanotecnologiaGrafenoRaman, Espectroscopia deScientific instrumentationRaman spectroscopyTip enhanced Raman spectroscopyNanotechnologyGrapheneFinite element methodA practical toolset for TERS experiments and analysisUm conjunto de ferramentas prático para experimentos e análises TERSinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/doctoralThesisreponame:Repositório Institucional da UFMGinstname:Universidade Federal de Minas Gerais (UFMG)instacron:UFMGORIGINALA_Practical_Toolset_for_TERS_Experiments_and_Analysis_Hudson_Miranda_completa_anexos.pdfA_Practical_Toolset_for_TERS_Experiments_and_Analysis_Hudson_Miranda_completa_anexos.pdfapplication/pdf5264274https://repositorio.ufmg.br/bitstream/1843/34709/5/A_Practical_Toolset_for_TERS_Experiments_and_Analysis_Hudson_Miranda_completa_anexos.pdfa05478693844c71f6013fe0db8864188MD55CC-LICENSElicense_rdflicense_rdfapplication/rdf+xml; charset=utf-8811https://repositorio.ufmg.br/bitstream/1843/34709/3/license_rdfcfd6801dba008cb6adbd9838b81582abMD53LICENSElicense.txtlicense.txttext/plain; charset=utf-82119https://repositorio.ufmg.br/bitstream/1843/34709/6/license.txt34badce4be7e31e3adb4575ae96af679MD561843/347092021-01-14 18:07:29.582oai:repositorio.ufmg.br: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Repositório de PublicaçõesPUBhttps://repositorio.ufmg.br/oaiopendoar:2021-01-14T21:07:29Repositório Institucional da UFMG - Universidade Federal de Minas Gerais (UFMG)false
dc.title.pt_BR.fl_str_mv A practical toolset for TERS experiments and analysis
dc.title.alternative.pt_BR.fl_str_mv Um conjunto de ferramentas prático para experimentos e análises TERS
title A practical toolset for TERS experiments and analysis
spellingShingle A practical toolset for TERS experiments and analysis
Hudson Luiz Silva de Miranda
Scientific instrumentation
Raman spectroscopy
Tip enhanced Raman spectroscopy
Nanotechnology
Graphene
Finite element method
Engenharia elétrica
Nanotecnologia
Grafeno
Raman, Espectroscopia de
title_short A practical toolset for TERS experiments and analysis
title_full A practical toolset for TERS experiments and analysis
title_fullStr A practical toolset for TERS experiments and analysis
title_full_unstemmed A practical toolset for TERS experiments and analysis
title_sort A practical toolset for TERS experiments and analysis
author Hudson Luiz Silva de Miranda
author_facet Hudson Luiz Silva de Miranda
author_role author
dc.contributor.advisor1.fl_str_mv Ado Jorio de Vasconcelos
dc.contributor.advisor1Lattes.fl_str_mv http://lattes.cnpq.br/0034894070455412
dc.contributor.referee1.fl_str_mv Jaime Arturo Ramirez
dc.contributor.referee2.fl_str_mv Davies William de Lima Monteiro
dc.contributor.referee3.fl_str_mv Leandro Malard Moreira
dc.contributor.referee4.fl_str_mv Eduardo Bedê Barros
dc.contributor.referee5.fl_str_mv Bráulio Soares Arcanjo
dc.contributor.authorLattes.fl_str_mv http://lattes.cnpq.br/0605662802625493
dc.contributor.author.fl_str_mv Hudson Luiz Silva de Miranda
contributor_str_mv Ado Jorio de Vasconcelos
Jaime Arturo Ramirez
Davies William de Lima Monteiro
Leandro Malard Moreira
Eduardo Bedê Barros
Bráulio Soares Arcanjo
dc.subject.por.fl_str_mv Scientific instrumentation
Raman spectroscopy
Tip enhanced Raman spectroscopy
Nanotechnology
Graphene
Finite element method
topic Scientific instrumentation
Raman spectroscopy
Tip enhanced Raman spectroscopy
Nanotechnology
Graphene
Finite element method
Engenharia elétrica
Nanotecnologia
Grafeno
Raman, Espectroscopia de
dc.subject.other.pt_BR.fl_str_mv Engenharia elétrica
Nanotecnologia
Grafeno
Raman, Espectroscopia de
description This work proposes a set of hardware and software tools to improve the usability of tip-enhanced Raman spectroscopy (TERS) systems. TERS is capable of providing optical images with resolution beyond the light’s diffraction limit while also providing chemical and structural information, which makes it a technique of interest for nanoscience and nanotechnology applications. Specifically, this work aims to develop hardware and software solutions to better understand the TERS probe’s interaction with an electromagnetic field, providing insights on: optical probe alignment methods, optimization of probe’s constructive parameters and super-resolution. Aside from the development of the necessary instruments, this task also comprehends the study of TERS probe’s interaction with light via Finite Element Method simulations in addition to TERS experiments with graphene under a series of environmental conditions that affect the local electromagnetic field in a controlled manner. Furthermore, the work also comprehends the use of data analysis techniques, specifically Spectral Unmixing and Principal Component Analysis (PCA), with the objective of efficiently extracting information from hyperspectral images in a non supervised manner via dimensionality reduction.
publishDate 2020
dc.date.issued.fl_str_mv 2020-11-06
dc.date.accessioned.fl_str_mv 2021-01-14T21:07:29Z
dc.date.available.fl_str_mv 2021-01-14T21:07:29Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/doctoralThesis
format doctoralThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/1843/34709
dc.identifier.orcid.pt_BR.fl_str_mv 0000-0002-9946-5224
url http://hdl.handle.net/1843/34709
identifier_str_mv 0000-0002-9946-5224
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv http://creativecommons.org/licenses/by-nc-nd/3.0/pt/
info:eu-repo/semantics/openAccess
rights_invalid_str_mv http://creativecommons.org/licenses/by-nc-nd/3.0/pt/
eu_rights_str_mv openAccess
dc.publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.publisher.program.fl_str_mv Programa de Pós-Graduação em Engenharia Elétrica
dc.publisher.initials.fl_str_mv UFMG
dc.publisher.country.fl_str_mv Brasil
dc.publisher.department.fl_str_mv ENG - DEPARTAMENTO DE ENGENHARIA ELÉTRICA
publisher.none.fl_str_mv Universidade Federal de Minas Gerais
dc.source.none.fl_str_mv reponame:Repositório Institucional da UFMG
instname:Universidade Federal de Minas Gerais (UFMG)
instacron:UFMG
instname_str Universidade Federal de Minas Gerais (UFMG)
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institution UFMG
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