Optimization and simulation in infrastructure projects using BIM: a systematic literature review

Detalhes bibliográficos
Autor(a) principal: Crippa, Julianna
Data de Publicação: 2024
Outros Autores: Ugaya, Cássia Maria Lie
Tipo de documento: Artigo
Idioma: eng
Título da fonte: PARC (Campinas)
Texto Completo: https://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/8674190
Resumo: This study presents a comprehensive bibliometric analysis and systematic literature review focused on optimization and simulation practices in infrastructure projects using Building Information Modeling (BIM). The main objective of this article is to systematically identify methods proposed in the literature that use optimization or simulation with BIM in infrastructure projects and subsequently analyze and correlate these applications. The analysis, involving 22 documents from various journals and conferences, concentrates on bibliometric trends, in which notable sources are "Transportation Research Procedia" and "Tunnelling and Underground Space Technology". The publication count exhibits a fluctuating trend over the years. Italy emerged as a leading contributor, actively engaging in significant international collaboration. Citation analysis reveals 197 citations, in which the most cited publication received 67 citations. Key terms extracted from abstracts included "Building Information Modeling," "Infrastructure Projects," and "Geographic Information System (GIS)". Digital Simulation was the most often applied technique, closely followed by Artificial Intelligence algorithms, particularly the Genetic Algorithm. Autodesk tools, especially Civil 3D and Revit, were widely used alongside interfaces such as Dynamo, Grasshopper and programming languages such as Python. Overall, the research sheds light on the current state of these practices in infrastructure projects using BIM and provides valuable insights for researchers and practitioners. The diverse range of objects, objectives, phases, tools, and techniques in the optimization process opens avenues for future investigations in this evolving domain, benefiting various infrastructural contexts.
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spelling Optimization and simulation in infrastructure projects using BIM: a systematic literature reviewOtimização e simulação em projetos de infraestrutura usando BIM: uma revisão sistemática da literaturaTomada de decisãoModelos matemáticosSolução ótimaModelagem da informação da construçãoDesign generativoDecision makingMathematical modelsOptimal solutionBuilding information modelingGenerative designThis study presents a comprehensive bibliometric analysis and systematic literature review focused on optimization and simulation practices in infrastructure projects using Building Information Modeling (BIM). The main objective of this article is to systematically identify methods proposed in the literature that use optimization or simulation with BIM in infrastructure projects and subsequently analyze and correlate these applications. The analysis, involving 22 documents from various journals and conferences, concentrates on bibliometric trends, in which notable sources are "Transportation Research Procedia" and "Tunnelling and Underground Space Technology". The publication count exhibits a fluctuating trend over the years. Italy emerged as a leading contributor, actively engaging in significant international collaboration. Citation analysis reveals 197 citations, in which the most cited publication received 67 citations. Key terms extracted from abstracts included "Building Information Modeling," "Infrastructure Projects," and "Geographic Information System (GIS)". Digital Simulation was the most often applied technique, closely followed by Artificial Intelligence algorithms, particularly the Genetic Algorithm. Autodesk tools, especially Civil 3D and Revit, were widely used alongside interfaces such as Dynamo, Grasshopper and programming languages such as Python. Overall, the research sheds light on the current state of these practices in infrastructure projects using BIM and provides valuable insights for researchers and practitioners. The diverse range of objects, objectives, phases, tools, and techniques in the optimization process opens avenues for future investigations in this evolving domain, benefiting various infrastructural contexts.Este estudo apresenta uma análise bibliométrica abrangente e uma revisão sistemática da literatura sobre práticas de otimização e simulação em projetos de infraestrutura usando a Modelagem da Informação da Construção (BIM). O principal objetivo deste artigo é identificar sistematicamente os métodos propostos na literatura que tenham aplicado otimização ou simulação com BIM em projetos de infraestrutura, e posteriormente analisar e correlacionar essas aplicações. A análise abordou 22 documentos de várias fontes, destacando "Transportation Research Procedia" e "Tunnelling and Underground Space Technology". O número de publicações oscilou ao longo dos anos, com a Itália liderando as contribuições e colaboração internacional. O total de citações contabilizou 197, sendo que a publicação mais citada alcançou 67. A pesquisa identificou palavras-chave como "Building Information Modeling," "Infrastructure Projects" e "Geographic Information System (GIS)". A Simulação Digital liderou como técnica mais aplicada, seguida por algoritmos de Inteligência Artificial, especialmente o Algoritmo Genético. As ferramentas da Autodesk, como Civil 3D e Revit, predominaram, junto com interfaces como Dynamo, Grasshopper, e linguagens como Python. No geral, a pesquisa esclarece o estado atual da aplicação destas práticas em projetos de infraestrutura usando o BIM e fornece insights valiosos para pesquisadores e profissionais. A ampla variedade de objetos, objetivos, fases, ferramentas e técnicas utilizadas no processo de otimização abre caminho para futuras investigações neste contexto.Universidade Estadual de Campinas2024-07-18info:eu-repo/semantics/articleinfo:eu-repo/semantics/publishedVersionTextoinfo:eu-repo/semantics/otherapplication/pdfhttps://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/867419010.20396/parc.v15i00.8674190PARC Pesquisa em Arquitetura e Construção; Vol. 15 (2024): Continuous publication; eo24010PARC Pesquisa em Arquitetura e Construção; Vol. 15 (2024): Publicação contínua; eo24010PARC Pesquisa em Arquitetura e Construção; v. 15 (2024): Publicação contínua; eo240101980-6809reponame:PARC (Campinas)instname:Universidade Estadual de Campinas (UNICAMP)instacron:UNICAMPenghttps://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/8674190/34254Global; ContemporaryGlobal; ContemporâneoCopyright (c) 2024 PARC Pesquisa em Arquitetura e Construçãohttps://creativecommons.org/licenses/by/4.0info:eu-repo/semantics/openAccessCrippa, JuliannaUgaya, Cássia Maria Lie2024-07-29T20:37:00Zoai:ojs.periodicos.sbu.unicamp.br:article/8674190Revistahttp://periodicos.sbu.unicamp.br/ojs/index.php/parcPUBhttps://periodicos.sbu.unicamp.br/ojs/index.php/parc/oai||parc@fec.unicamp.br1980-68091980-6809opendoar:2024-07-29T20:37PARC (Campinas) - Universidade Estadual de Campinas (UNICAMP)false
dc.title.none.fl_str_mv Optimization and simulation in infrastructure projects using BIM: a systematic literature review
Otimização e simulação em projetos de infraestrutura usando BIM: uma revisão sistemática da literatura
title Optimization and simulation in infrastructure projects using BIM: a systematic literature review
spellingShingle Optimization and simulation in infrastructure projects using BIM: a systematic literature review
Crippa, Julianna
Tomada de decisão
Modelos matemáticos
Solução ótima
Modelagem da informação da construção
Design generativo
Decision making
Mathematical models
Optimal solution
Building information modeling
Generative design
title_short Optimization and simulation in infrastructure projects using BIM: a systematic literature review
title_full Optimization and simulation in infrastructure projects using BIM: a systematic literature review
title_fullStr Optimization and simulation in infrastructure projects using BIM: a systematic literature review
title_full_unstemmed Optimization and simulation in infrastructure projects using BIM: a systematic literature review
title_sort Optimization and simulation in infrastructure projects using BIM: a systematic literature review
author Crippa, Julianna
author_facet Crippa, Julianna
Ugaya, Cássia Maria Lie
author_role author
author2 Ugaya, Cássia Maria Lie
author2_role author
dc.contributor.author.fl_str_mv Crippa, Julianna
Ugaya, Cássia Maria Lie
dc.subject.por.fl_str_mv Tomada de decisão
Modelos matemáticos
Solução ótima
Modelagem da informação da construção
Design generativo
Decision making
Mathematical models
Optimal solution
Building information modeling
Generative design
topic Tomada de decisão
Modelos matemáticos
Solução ótima
Modelagem da informação da construção
Design generativo
Decision making
Mathematical models
Optimal solution
Building information modeling
Generative design
description This study presents a comprehensive bibliometric analysis and systematic literature review focused on optimization and simulation practices in infrastructure projects using Building Information Modeling (BIM). The main objective of this article is to systematically identify methods proposed in the literature that use optimization or simulation with BIM in infrastructure projects and subsequently analyze and correlate these applications. The analysis, involving 22 documents from various journals and conferences, concentrates on bibliometric trends, in which notable sources are "Transportation Research Procedia" and "Tunnelling and Underground Space Technology". The publication count exhibits a fluctuating trend over the years. Italy emerged as a leading contributor, actively engaging in significant international collaboration. Citation analysis reveals 197 citations, in which the most cited publication received 67 citations. Key terms extracted from abstracts included "Building Information Modeling," "Infrastructure Projects," and "Geographic Information System (GIS)". Digital Simulation was the most often applied technique, closely followed by Artificial Intelligence algorithms, particularly the Genetic Algorithm. Autodesk tools, especially Civil 3D and Revit, were widely used alongside interfaces such as Dynamo, Grasshopper and programming languages such as Python. Overall, the research sheds light on the current state of these practices in infrastructure projects using BIM and provides valuable insights for researchers and practitioners. The diverse range of objects, objectives, phases, tools, and techniques in the optimization process opens avenues for future investigations in this evolving domain, benefiting various infrastructural contexts.
publishDate 2024
dc.date.none.fl_str_mv 2024-07-18
dc.type.driver.fl_str_mv info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
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info:eu-repo/semantics/other
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status_str publishedVersion
dc.identifier.uri.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/8674190
10.20396/parc.v15i00.8674190
url https://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/8674190
identifier_str_mv 10.20396/parc.v15i00.8674190
dc.language.iso.fl_str_mv eng
language eng
dc.relation.none.fl_str_mv https://periodicos.sbu.unicamp.br/ojs/index.php/parc/article/view/8674190/34254
dc.rights.driver.fl_str_mv Copyright (c) 2024 PARC Pesquisa em Arquitetura e Construção
https://creativecommons.org/licenses/by/4.0
info:eu-repo/semantics/openAccess
rights_invalid_str_mv Copyright (c) 2024 PARC Pesquisa em Arquitetura e Construção
https://creativecommons.org/licenses/by/4.0
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.coverage.none.fl_str_mv Global; Contemporary
Global; Contemporâneo
dc.publisher.none.fl_str_mv Universidade Estadual de Campinas
publisher.none.fl_str_mv Universidade Estadual de Campinas
dc.source.none.fl_str_mv PARC Pesquisa em Arquitetura e Construção; Vol. 15 (2024): Continuous publication; eo24010
PARC Pesquisa em Arquitetura e Construção; Vol. 15 (2024): Publicação contínua; eo24010
PARC Pesquisa em Arquitetura e Construção; v. 15 (2024): Publicação contínua; eo24010
1980-6809
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reponame_str PARC (Campinas)
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repository.name.fl_str_mv PARC (Campinas) - Universidade Estadual de Campinas (UNICAMP)
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