Palavras-chave
modelos matemáticos
solução ótima
modelagem da informação da construção
design generativo
Como Citar
Resumo
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.
Referências
ABBONDATI, F.; BIANCARDO, S. A.; SICIGNANO, G.; OLIVEIRA, S. G.; TIBAUT, A.; DELL’ACQUA, G. Bim parametric modelling of a railway underpass. Ingegneria Ferroviaria, v. 75, n. 6, p. 443-459, 2020a.
ABBONDATI, F.; BIANCARDO, S.; PALAZZO, S.; CAPALDO, F. S.; VISCIONE, N. I-BIM for existing airport infrastructures. Transportation Research Procedia, v. 45, p. 596-603, 2020b. DOI: https://doi.org/10.1016/j.trpro.2020.03.052.
ALMOMANI, H.; ALMUTAIRI, O. N. Life-cycle maintenance management strategies for bridges in Kuwait. Journal of Environmental Treatment Techniques, v. 8, n. 4, p. 1556-1562, Sept. 2020. Disponível em: https://web.archive.org/web/20201103092754id_/http://www.jett.dormaj.com/docs/Volume8/Issue%204/Life-Cycle%20Maintenance%20Management%20Strategies%20for%20Bridges%20in%20Kuwait.pdf. Acesso em: 30 jan. 2024.
BARONE, G.; BUONOMANO, A.; FORZANO, C.; GIUZIO, G. F.; PALOMBO, A. Improving the efficiency of maritime infrastructures through a Bim-based building energy modelling approach: A case study in Naples, Italy. Energies, v. 14, n. 16, P. 4854, Aug. 2021. DOI: https://doi.org/10.3390/en14164854.
BIANCARDO, S. A.; ORETO, C.; VISCIONE, N.; RUSSO, F.; AUSIELLO, G.; DELL’ACQUA, G. Stone Pavement Analysis using Building Information Modeling. Transportation Research Record: Journal of the Transportation Research Board, v. 2676, n. 1, p. 105-117, Aug. 2022. DOI: https://doi.org/10.1177/0361198121103575.
BOSURGI, G.; PELLEGRINO, O.; SOLLAZZO, G. Pavement condition information modeling in an I-BIM environment. International Journal of Pavement Engineering, v. 23, n. 13, p. 4803-4818, Sept. 2021. DOI: https://doi.org/10.1080/10298436.2021.1978442.
BOYKOV, V. N.; SKVORTSOV, A. V.; GUREV, V. A. InfraBIM Open paradigm as the driver of informatization of the road sector in Russia. IOP Conference Series: Materials Science and Engineering, v. 832, p. 012045, June 2020. Disponível em: https://iopscience.iop.org/article/10.1088/1757-899X/832/1/012045/pdf. Acesso em: 10 jan. 2024.
BRADLEY, A.; LI, H.; LARK, R.; DUNN, S. BIM for infrastructure: An overall review and constructor perspective. Automation in Construction, v. 71, part 2, p. 139-152, Nov. 2016. DOI: https://doi.org/10.1016/j.autcon.2016.08.019.
CASTAÑEDA, K.; SÁNCHEZ, O.; HERRERA, R. F.; PELLICER, E.; PORRAS, H. BIM-based traffic analysis and simulation at road intersection design. Automation in Construction, v. 131, p. 103911, Nov. 2021. DOI: https://doi.org/10.1016/j.autcon.2021.103911.
COLLAO, J.; LOZZANO-GALANT, F.; LOZANO-GALANT, J. A.; TURMO, J. BIM Visual Programming Tools Applications in Infrastructure Projects: A State-of-the-Art Review. Applied Sciences, v. 11, n. 18, p. 8343, Jan. 2021. DOI: https://doi.org/10.3390/app11188343.
COSTIN, A.; ADIBFAR, A.; HU, H.; CHEN, S. S. Building Information Modeling (BIM) for transportation infrastructure - Literature review, applications, challenges, and recommendations. Automation in Construction, v. 94, p. 257-281, Oct. 2018. DOI: https://doi.org/10.1016/j.autcon.2018.07.001.
CRIPPA, Julianna; UGAYA, Cassia Maria Lie. Optimization in Life Cycle Sustainability Assessment (LCSA): A Systematic Literature Review. Journal of Management and Sustainability, v. 13, n. 2, p. 68, July 2023. DOI: https://doi.org/10.5539/jms.v13n2p68.
DRESCH, A.; LACERDA, D. P.; ANTUNES, J. A. V. Design Science Research: Research Method for Advancing Science and Technology. New York: Springer, 2015. 161 p.
DURDYEV, S.; ASHOUR, M.; CONNELLY, S.; MAHDIYAR, A. Barriers to the implementation of Building Information Modelling (BIM) for facility management. Journal of Building Engineering, v. 46, p. 103736, Apr. 1, 2022. DOI: https://doi.org/10.1016/j.jobe.2021.103736.
EASTMAN, C. General purpose building description systems. Computer-Aided Design, v. 8, n. 1, p. 17-26, Jan. 1976. DOI: https://doi.org/10.1016/0010-4485(76)90005-1.
EOM, S.; KIM, E. A Survey of Decision Support System Applications (1995-2001). Journal of the Operational Research Society, v. 57, n. 11, p. 1264-1278, Dec. 2006. DOI: https://doi.org/10.1057/palgrave.jors.2602140.
FAN, L.; YAMAMURA, S.; SUN, Y. Conceptual framework for optimal urban energy planning tool with an intelligent system through integration of BIM and GIS technology. In: PLEA INTERNATIONAL CONFERENCE PLEA: DESIGN TO THRIVE, 33.; 2017, Edinburgh. Proceedings […]. Edinburgh: NCEUB, 2017. v. 1, p. 1.400-1.407.
FERRANTE, C; CIAMPOLI, L. B.; DE FALCO, M. C.; D’ASCANIO, L.; PRESTA, D.; SCHIATTARELLA, E. Can a fully integrated approach enclose the drainage system design and the flood risk analysis? Transportation Research Procedia. v. 45, p. 811-818, 2020. DOI: https://doi.org/10.1016/j.trpro.2020.02.089.
HALIM, E.; MOHAMED, A.; FATHI, M. S. Building Information Modelling (BIM) Implementation for Highway Project from Consultant's Perspectives in Malaysia. IOP Conference Series: Earth and Environmental Science, v. 971, n. 1, p. 012003, Jan. 2022. Disponível em: https://iopscience.iop.org/article/10.1088/1755-1315/971/1/012003/pdf. Acesso em: 20 mar. 2024.
HALL, A. T.; DURDYEV, S.; KOC, K.; EKMEKCOIGLU, O.; TUPENAITE, L. Multi-criteria analysis of barriers to building information modeling (BIM) adoption for SMEs in New Zealand construction industry. Engineering, Construction and Architectural Management, v. 30, n. 9, p. 3798-3816, June 2022. DOI: https://doi.org/10.1108/ECAM-03-2022-0215.
HARZING, A.-W. Publish or Perish: Explains the use of Publish or Perish and its metrics. 2023. Disponível em https://harzing.com/resources/publish-or-perish. Acesso em: jun. 2022.
HEO, J.; MOON, H.; CHANG, S.; HAN, S.; LEE, D-E. Case study of solar photovoltaic power-plant site selection for infrastructure planning using a bim-gis-based approach. Applied Sciences, v. 11, n. 18, Sept. 2021. DOI: https://doi.org/10.3390/app11188785.
HUANG, M. Q.; NINIĆ, J.; ZHANG, Q. B. BIM, machine learning and computer vision techniques in underground construction: Current status and future perspectives. Tunnelling and Underground Space Technology, v. 108, p. 103677, Feb. 2021. DOI: https://doi.org/10.1016/j.tust.2020.103677.
HUANG, M. Q.; ZHU, H. M.; NINIĆ, J.; ZHANG, Q. B. Multi-LOD BIM for subway metro station: Interoperability and design-to-design enhancement. Tunnelling and Underground Space Technology, v. 119, p. 10432, Jan. 2022. DOI: https://doi.org/10.1016/j.tust.2021.104232.
JANG, D.-J.; KIM, S.-A. Optimization design method for noise barrier tunnel junction on merging lanes using quad meshes. Journal of Asian Architecture and Building Engineering, v. 21, n. 2, p. 211-223, Mar. 2022. DOI: https://doi.org/10.1080/13467581.2020.1869011.
KCAY, E. C. Analysis of Challenges to BIM Adoption in Mega Construction Projects. IOP Conference Series: Materials Science and Engineering, v. 1218, p. 012020, Jan. 2022. Disponível em: https://iopscience.iop.org/article/10.1088/1757-899X/1218/1/012020. Acesso em: 20 jan. 2024.
KHALIL, I. G.; MOHAMED, A.; SMAIL, Z. Building Information Modeling for rural road design: A case study. In: INTERNATIONAL CONFERENCE ON ELECTRONICS COMPUTER AND COMPUTATION, ICECCO, 16.; 2021, Kaskelen. Proceedings […]. Kaskelen: IEEE, 2021. p. 1-7.
KORUS, K.; SALAMAK, M.; JASIŃSKI, M. Optimization of geometric parameters of arch bridges using visual programming FEM components and genetic algorithm. Engineering Structures, v. 241, Aug. 2021. DOI: https://doi.org/10.1016/j.engstruct.2021.112465.
LI, H.; CHEN, W.-Z.; TAN, X.-J.; CHEN, E.-C. Digital design and stability simulation for large underground powerhouse caverns with parametric model based on BIM-based framework. Tunnelling and Underground Space Technology, v. 123, May 2022. DOI: https://doi.org/10.1016/j.tust.2022.104375.
MAO, X.; ZHANG, X. Construction process reengineering by integrating lean principles and computer simulation techniques. Journal of construction Engineering and Management, v. 134, n. 5, p. 371-38, May 2008. DOI: https://doi.org/10.1061/(ASCE)0733-9364(2008)134:5(371).
MORENO BAZÁN, Á.; ALBERTI, M. G.; ARCO ÁLVAREZ, A.; ALONSO TRIGUEROS, J. New Perspectives for BIM Usage in Transportation Infrastructure Projects. Applied Sciences, v. 10, n. 20, p. 7072, Oct. 2020. DOI: https://doi.org/10.3390/app10207072.
NARAIN, A. GEOBIM Market in AEC Industry Report: Technology Trends, Value Propositions, Market Size, Readiness Index and Maturity Model Noida: Geospatial Media Communication, 2021. Disponível em: https://geospatialmedia.net/reports/geobim-market-in-aec-industry-report/pdf/AEC-Report-Description.pdf. Acesso em: 10 jan. 2024.
ORETO, C.; MASSOTTI, L.; BIANCARDO, S. A.; VEROPALUMBO, R.; VISCIONE, N.; RUSSO, F. Bim-based pavement management tool for scheduling urban road maintenance. Infrastructures, v. 6, n. 11, p. 148, Oct. 2021. DOI: https://doi.org/10.3390/infrastructures6110148.
ROCHER, W.; RUBIO, E.; MORALES, N. Eight-dimensional planning: Construction of an integrated model for mine planning involving constructability. In: SYMPOSIUM ON APPLICATION OF COMPUTERS AND OPERATIONS RESEARCH IN THE MINERALS INDUSTRY, 35., 2011, Wollongong. Proceedings […]. Wollongong: Australian Institute of Mining and Metallurgy, 2011. p. 393-406. Disponível em: https://delphoslab.cl/Publicaciones/2019/RGM_GMP2019.pdf. Acesso em: 15 fev. 2024.
SHOU, W.; WANG, J.; WANG, X.; CHONG, H. A Comparative Review of Building Information Modeling Implementation in Building and Infrastructure Industries. Archives of Computational Methods in Engineering, v. 22, n. 2, p. 291-308, Apr., 2015. DOI: https://doi.org/10.1007/s11831-014-9125-9.
SUCCAR, B. The Five Components of BIM Performance Measurement. In: CIB WORLD CONGRESS, 10., 2010, Salford. Proceedings […]. Salford: CIB, 2010. v. 14. Disponível em: https://www.irbnet.de/daten/iconda/CIB18885.pdf. Acesso em: 12 jan. 2024.
SUCCAR, B.; KASSEM, M. Macro-BIM adoption: Conceptual structures. Automation in Construction, v. 57, p. 64-79, Sep. 2015. DOI: https://doi.org/10.1016/j.autcon.2015.04.018.
VILUTIENĖ, T.; ŠARKIENĖ, E.; ŠARKA, V.; KIAULAKIS, A. BIM Application in Infrastructure Projects. The Baltic Journal of Road and Bridge Engineering, v. 15, n. 3, p. 74-92, Aug. 2020. DOI: https://doi.org/10.7250/bjrbe.2020-15.485.
WANG, T.; WANG, J. Optimization of evacuation path decision with BIM and psychological support. In: CHINESE CONTROL AND DECISION CONFERENCE, 29., 2017, Chongqing. Proceedings […]. Chongqing: CCDC, 2017. p. 814-821.
YAMAMURA, S.; FAN, L.; SUZUKI, Y. Assessment of Urban Energy Performance through Integration of BIM and GIS for Smart City Planning. Procedia Engineering, v. 180, p. 1462-1472, 2017a. DOI: https://doi.org/10.1016/j.proeng.2017.04.309.
YAMAMURA, S.; FAN, L.; SUZUKI, Y. A Proposal of comprehensive urban infrastructure planning model for smart city planning with GIS and 3D modelling - Case study in urban area of Tokyo. In: PROCEEDINGS OF 33RD PLEA INTERNATIONAL CONFERENCE: DESIGN TO THRIVE, PLEA 2017b.
YANG, X.-S.; KOZIEL, S. (ed.) Computational Optimization and Applications in Engineering and Industry. Heidelberg: Springer, 2011. (Studies in Computational Intelligence, v. 359). 287 p.
ZHANG, Q. Research on the Construction Schedule and Cost Optimization of Grid Structure based on BIM and Genetic Algorithm. JOURNAL OF PHYSICS: CONFERENCE SERIES. v. 1744, p. 022065, 2021. Disponível em: https://iopscience.iop.org/article/10.1088/1742-6596/1744/2/022065/pdf. Acesso em: 20 fev. 2024.
ZHAO, L.; LIU, Z.; MBACHU, J. Highway alignment optimization: An integrated BIM and GIS approach. ISPRS International Journal of Geo-Information, v. 8, n. 4, Apr. 2019. DOI: https://doi.org/10.3390/ijgi8040172.
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