The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications

Detalhes bibliográficos
Autor(a) principal: Ferrer, Eva Sofia Gonçalves
Data de Publicação: 2024
Tipo de documento: Dissertação
Idioma: eng
Título da fonte: Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
Texto Completo: http://hdl.handle.net/10362/164186
Resumo: Dissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics, specialization in Business Analytics
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spelling The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article PublicationsBibliometric analysisWeb of scienceSecondary batteriesCircular economyText miningDomínio/Área Científica::Ciências Naturais::Ciências da Computação e da InformaçãoDissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics, specialization in Business AnalyticsThe energy storage research field has shown increased interest in technologies that can tackle the challenges brought on by lithium-ion batteries. However, there is limited information on what subjects are actually being studied, what publication trends look like and who are the scientific sponsors of those movements. This study relies on bibliometric and text mining approaches to analyze scientific publications on five emergent alternatives to lithium-ion, specifically, redox-flow, lead-acid, solid-state, lithium-sulfur and sodium-ion. The goal is to uncover publication trends between 2000 and 2021, identify what countries, authors and journals are contributing the most to this research, what topics are being investigated and discussed in each technology and to what extent these technologies are interrelated with the circular economy. There was an increase in the scientific outputs of all batteries throughout the time period, with China clearly leading the scene in terms of publication volume. The majority of authors and institutions publishing on redox-flow, solid-state, lithium-sulfur and sodium-ion were associated with Asian countries. On the other hand, lead-acid publications were mainly dominated by authors and affiliations associated with Europe. Most articles were either published on the Journal of Power Sources or on the Journal of Materials Chemistry A. The text mining analysis confirmed that rechargeable batteries have been growing in importance in the energy storage field. Circularity related publications have also increased, with most authors and affiliations being connected to the USA. All batteries, except solid-state, showed evidence of being highly related to circular economy approaches. Intrinsically, this study contributes to a thorough overview of the research framework on these technologies in the last two decades, while also shedding light on opportunities for further investigation, both from a scientific and circular economy standpoint.Damásio, Bruno Miguel PintoSilva, JoséRUNFerrer, Eva Sofia Gonçalves2024-02-27T16:49:37Z2024-01-312024-01-31T00:00:00Zinfo:eu-repo/semantics/publishedVersioninfo:eu-repo/semantics/masterThesisapplication/pdfhttp://hdl.handle.net/10362/164186TID:203530624enginfo:eu-repo/semantics/openAccessreponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãoinstacron:RCAAP2024-03-11T05:51:10Zoai:run.unl.pt:10362/164186Portal AgregadorONGhttps://www.rcaap.pt/oai/openaireopendoar:71602024-03-20T04:00:04.728208Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informaçãofalse
dc.title.none.fl_str_mv The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
title The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
spellingShingle The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
Ferrer, Eva Sofia Gonçalves
Bibliometric analysis
Web of science
Secondary batteries
Circular economy
Text mining
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
title_short The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
title_full The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
title_fullStr The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
title_full_unstemmed The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
title_sort The Evolutionary Dynamics of Battery Technology: A Knowledge-Based Assessment from Article Publications
author Ferrer, Eva Sofia Gonçalves
author_facet Ferrer, Eva Sofia Gonçalves
author_role author
dc.contributor.none.fl_str_mv Damásio, Bruno Miguel Pinto
Silva, José
RUN
dc.contributor.author.fl_str_mv Ferrer, Eva Sofia Gonçalves
dc.subject.por.fl_str_mv Bibliometric analysis
Web of science
Secondary batteries
Circular economy
Text mining
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
topic Bibliometric analysis
Web of science
Secondary batteries
Circular economy
Text mining
Domínio/Área Científica::Ciências Naturais::Ciências da Computação e da Informação
description Dissertation presented as the partial requirement for obtaining a Master's degree in Data Science and Advanced Analytics, specialization in Business Analytics
publishDate 2024
dc.date.none.fl_str_mv 2024-02-27T16:49:37Z
2024-01-31
2024-01-31T00:00:00Z
dc.type.status.fl_str_mv info:eu-repo/semantics/publishedVersion
dc.type.driver.fl_str_mv info:eu-repo/semantics/masterThesis
format masterThesis
status_str publishedVersion
dc.identifier.uri.fl_str_mv http://hdl.handle.net/10362/164186
TID:203530624
url http://hdl.handle.net/10362/164186
identifier_str_mv TID:203530624
dc.language.iso.fl_str_mv eng
language eng
dc.rights.driver.fl_str_mv info:eu-repo/semantics/openAccess
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
instname:Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron:RCAAP
instname_str Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
instacron_str RCAAP
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reponame_str Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
collection Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos)
repository.name.fl_str_mv Repositório Científico de Acesso Aberto de Portugal (Repositórios Cientìficos) - Agência para a Sociedade do Conhecimento (UMIC) - FCT - Sociedade da Informação
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