AUMENTO DA VIABILIDADE ECONÔMICA DE OBRAS RODOVIÁRIAS POR MEIO DE UM MODELO MULTICRITÉRIO BASEADO EM LÓGICA FUZZY
DOI:
https://doi.org/10.15628/holos.2025.15774Palavras-chave:
Economia aplicada, engenharia 4.0, simulação, sistema especialistaResumo
Devido à sua relevância a infraestrutura de transportes tem sido objeto de extensas pesquisas. No Brasil, o transporte rodoviário interliga toda a cadeia produtiva e incorre em custos substanciais. Assim, este estudo teve como objetivo propor um modelo multicritério baseado em lógica fuzzy para auxiliar na redução dos custos de construção de obras rodoviárias. As variáveis de entrada consideradas no modelo foram o número de o número de fatores que agregam custo à construção, a extensão do trecho a ser construído e os níveis de estresse térmico ambiental sofridos pelos trabalhadores durante o trabalho. A variável de saída representou a viabilidade econômica do projeto rodoviário. Os resultados demonstraram a eficiência do modelo proposto na avaliação da viabilidade da construção de rodovias, contribuindo de forma interdisciplinar com os setores produtivo, econômico e social do Brasil. Cada variável envolvida no modelo desempenhou um papel relevante na composição geral do custo.
Downloads
Referências
Acheampong, A. O., Opoku, E. E. O., Dzator, J., & Kufuor, N. K. (2022). Enhancing human development in developing regions: Do ICT and transport infrastructure matter? Technological Forecasting and Social Change, 180, 121725. https://doi.org/10.1016/j.techfore.2022.121725
Agrawal, H. P., Bansal, H. O., Kumar, R., & Sisodia, Y. S. (2022). Design and real-time validation of PI and Fuzzy Logic tuned photovoltaic integrated DSTATCOM to improve power quality. Environmental Science and Pollution Research, 29(60), 90158–90177. https://doi.org/10.1007/s11356-022-21910-7
Alvand, A., Mirhosseini, S. M., Ehsanifar, M., Zeighami, E., & Mohammadi, A. (2023). Identification and assessment of risk in construction projects using the integrated FMEA-SWARA-WASPAS model under fuzzy environment: A case study of a construction project in Iran. International Journal of Construction Management, 23(3), 392–404. https://doi.org/10.1080/15623599.2021.1877875
Alvares, C. A., Stape, J. L., Sentelhas, P. C., & de Moraes Gonçalves, J. L. (2013). Modeling monthly mean air temperature for Brazil. Theoretical and Applied Climatology, 113(3), 407–427. https://doi.org/10.1007/s00704-012-0796-6
Barreto, A. C., & Amorim, E. F. (2020). Avaliação do desempenho técnico de diferentes misturas de solo com resíduos de construção (RCD) para uso em obras viárias. HOLOS, 7, 1–20. https://doi.org/10.15628/holos.2020.9696
Bektaş, N., & Kegyes-Brassai, O. (2023). Development in Fuzzy Logic-Based Rapid Visual Screening Method for Seismic Vulnerability Assessment of Buildings. Geosciences, 13(1), Artigo 1. https://doi.org/10.3390/geosciences13010006
Broniewicz, E., & Ogrodnik, K. (2020). Multi-criteria analysis of transport infrastructure projects. Transportation Research Part D: Transport and Environment, 83, 102351. https://doi.org/10.1016/j.trd.2020.102351
Cesca, R. S., Santos, R. C., Goes, R. H. de T. e B. de, Favarim, A. P. C., Oliveira, M. S. G. de, & Silva, N. C. da. (2021). Thermal comfort of beef cattle in the state of Mato Grosso do Sul, Brazil. Ciência e Agrotecnologia, 45, e008321. https://doi.org/10.1590/1413-7054202145008321
Chen, W., & Zheng, M. (2021). Multi-objective optimization for pavement maintenance and rehabilitation decision-making: A critical review and future directions. Automation in Construction, 130, 103840. https://doi.org/10.1016/j.autcon.2021.103840
Costa, Á., Cruz, C. O., Sarmento, J. M., & Sousa, V. F. (2023). Bundling Road and Railway Infrastructure Operators: Analysis of the Impact on Efficiency. Journal of Infrastructure Systems, 29(1), 04023001. https://doi.org/10.1061/JITSE4.ISENG-2106
Da Silva Júnior, W. da S., Martins, F. S., & Librantz, A. F. H. (2021). Resistance in processes of change in information technology: A Fuzzy AHP approach. HOLOS, 3, 1–17. https://doi.org/10.15628/holos.2021.10355
DNIT. (2010). Manual de Implantação Básica de Rodovia. 3. Ed. - Rio de Janeiro, (IPR. Publ. 742), 617p. IPR. Publ.
Elmousalami, H. H. (2020). Artificial Intelligence and Parametric Construction Cost Estimate Modeling: State-of-the-Art Review. Journal of Construction Engineering and Management, 146(1), 03119008. https://doi.org/10.1061/(ASCE)CO.1943-7862.0001678
Feng, H., & Zhang, Y. (2022). Research on the Multi-attribute Evaluation Model for the Investment Results of County-level Highways in New Urbanization. KSCE Journal of Civil Engineering, 26(12), 4893–4911. https://doi.org/10.1007/s12205-022-1687-8
Gao, Y., & Zhu, J. (2022). Characteristics, Impacts and Trends of Urban Transportation. Encyclopedia, 2(2), Artigo 2. https://doi.org/10.3390/encyclopedia2020078
Gomes, C., Silva, M. L., & Silva, A. C. da. (2019). Monitoramento da qualidade do ar e conforto ambiental urbano da avenida treze de maio em Fortaleza, Ceará / Air quality monitoring and urban environmental comfort from may thirteen avenue in Fortaleza, Ceará. Brazilian Journal of Development, 5(10), Artigo 10. https://doi.org/10.34117/bjdv5n10-373
Harbiankova, A., & Gertsberg, L. (2022). Information Model for Sustainable Rural Development. Energies, 15(11), Artigo 11. https://doi.org/10.3390/en15114009
Jahani, N., Sepehri, A., Vandchali, H. R., & Tirkolaee, E. B. (2021). Application of Industry 4.0 in the Procurement Processes of Supply Chains: A Systematic Literature Review. Sustainability, 13(14), Artigo 14. https://doi.org/10.3390/su13147520
Kalra, D., & Al-Qassem, A. (2023). Assessing the environmental and economic feasibility of using recycled materials in urban cities projects for sustainable development. Journal of Namibian Studies: History Politics Culture, 33, 1772–1787. https://doi.org/10.59670/jns.v33i.815
Karthick, S., Kermanshachi, S., Pamidimukkala, A., & Namian, M. (2023). A review of construction workforce health challenges and strategies in extreme weather conditions. International Journal of Occupational Safety and Ergonomics, 29(2), 773–784. https://doi.org/10.1080/10803548.2022.2082138
Kassa, Y. F. (2020). Determinants of Infrastructure Project Delays and Cost Escalations: The Cases of Federal Road and Railway Construction Projects in Ethiopia. 63(1).
Khanani, R. S., Adugbila, E. J., Martinez, J. A., & Pfeffer, K. (2021). The Impact of Road Infrastructure Development Projects on Local Communities in Peri-Urban Areas: The Case of Kisumu, Kenya and Accra, Ghana. International Journal of Community Well-Being, 4(1), 33–53. https://doi.org/10.1007/s42413-020-00077-4
Lanzaro, G., & Andrade, M. (2023). A fuzzy expert system for setting Brazilian highway speed limits. International Journal of Transportation Science and Technology, 12(2), 505–524. https://doi.org/10.1016/j.ijtst.2022.05.003
Lima, C. E. de, Amorim, E. F., Oliveira, H. da S., & Moura, L. F. de. (2021). Concreto asfáltico a quente dosado com resíduos de construção e demolição (RCD) aplicado em pavimento flexível. HOLOS, 1, 1–18. https://doi.org/10.15628/holos.2021.9576
Lovatto, J., Santos, R. C., Souza, C., Zucca, R., Lovatto, F., & Geisenhoff, L. O. (2020). Use of linear programming for decision making: An analysis of cost, time and comfort of rural housing dwellings. Revista Brasileira de Engenharia Agrícola e Ambiental, 24, 622-629. https://doi.org/10.1590/1807-1929/agriambi.v24n9p622-629
MATLAB. (2017). MATLAB [Computer software]. Version 9.2 R2017a. Natick, Massachusetts: The MathWorks Inc., 2017 (9.2) [Win]. The MathWorks Inc.
Moghbel, M. (2020). Evaluation of the human thermal discomfort index in different phases of North-Caspian Sea Patterns (NCP) in southern coasts of Caspian Sea, Iran. Climate Change Research, 1(4), 1–9. https://doi.org/10.30488/ccr.2020.236996.1007
Oliveira, A. L., & Araujo, R. da C. de. (2023). Estabilização do solo com adição de cimento para fins de pavimentação em vias de baixo volume de tráfego. Revista de Engenharia e Tecnologia, 15(1), Artigo 1. https://revistas.uepg.br/index.php/ret/article/view/21120
Olowosulu, A. T., Kaura, J. M., Murana, A. A., & Adeke, P. T. (2022). Development of framework for performance prediction of flexible road pavement in Nigeria using Fuzzy logic theory. International Journal of Pavement Engineering, 23(11), 3809–3818. https://doi.org/10.1080/10298436.2021.1922907
Palit, T., Bari, A. B. M. M., & Karmaker, C. L. (2022). An integrated Principal Component Analysis and Interpretive Structural Modeling approach for electric vehicle adoption decisions in sustainable transportation systems. Decision Analytics Journal, 4, 100119. https://doi.org/10.1016/j.dajour.2022.100119
Patcharachavalit, N., Limsawasd, C., & Athigakunagorn, N. (2023). Multiobjective Optimization for Improving Sustainable Equipment Options in Road Construction Projects. Journal of Construction Engineering and Management, 149(1), 04022160. https://doi.org/10.1061/JCEMD4.COENG-12544
Patel, D., Patel, S., Patel, P., & Shah, M. (2022). Solar radiation and solar energy estimation using ANN and Fuzzy logic concept: A comprehensive and systematic study. Environmental Science and Pollution Research, 29(22), 32428–32442. https://doi.org/10.1007/s11356-022-19185-z
Prado Lima, J. A., Mendonça, W. D. F., Vergilio, S. R., & Assunção, W. K. G. (2022). Cost-effective learning-based strategies for test case prioritization in continuous integration of highly-configurable software. Empirical Software Engineering, 27(6), 133. https://doi.org/10.1007/s10664-021-10093-3
Reges, J. P., Silva, J. L. N. da, Bezerra, L. C. da S., & Alexandria, A. R. de. (2017). Controle fuzzy de robô diferencial. Holos, 7, 98–109. https://doi.org/10.15628/holos.2017.3089
Rezaee Arjroody, A., Hosseini, S. azim, Akhbari, M., Safa, E., & Asadpour, J. (2023). Accurate estimation of cost and time utilizing risk analysis and simulation (case study: Road construction projects in Iran). International Journal of Construction Management, 1–12. https://doi.org/10.1080/15623599.2023.2210476
Santos, R. C., Lopes, A. L. N., Sanches, A. C., Gomes, E. P., Silva, E. A. S. da, & Silva, J. L. B. da. (2023). Intelligent automated monitoring integrated with animal production facilities. Engenharia Agrícola, 43, e20220225. https://doi.org/10.1590/1809-4430-Eng.Agric.v43n2e20220225/2023
Štilić, A., & Puška, A. (2023). Integrating Multi-Criteria Decision-Making Methods with Sustainable Engineering: A Comprehensive Review of Current Practices. Eng, 4(2), Artigo 2. https://doi.org/10.3390/eng4020088
Wang, T., Qu, Z., Yang, Z., Nichol, T., Dimitriu, D., Clarke, G., & Bowden, D. (2019). How can the UK road system be adapted to the impacts posed by climate change? By creating a climate adaptation framework. Transportation Research Part D: Transport and Environment, 77, 403–424. https://doi.org/10.1016/j.trd.2019.02.007
Wang, X., Chen, Y., Jin, J., & Zhang, B. (2022). Fuzzy-clustering and fuzzy network based interpretable fuzzy model for prediction. Scientific Reports, 12(1), Artigo 1. https://doi.org/10.1038/s41598-022-20015-y
Zhang, W., Li, B., Liu, Z., & Zhang, B. (2021). Application of improved fuzzy comprehensive evaluation method in karst groundwater quality evaluation: A case study of Cengong county. Earth Science Informatics, 14(2), 1101–1109. https://doi.org/10.1007/s12145-021-00611-8
Zhao, J., Sun, G., & Webster, C. (2022). Does China-Pakistan Economic Corridor improve connectivity in Pakistan? A protocol assessing the planned transport network infrastructure. Journal of Transport Geography, 100, 103327. https://doi.org/10.1016/j.jtrangeo.2022.103327
Downloads
Publicado
Como Citar
Edição
Seção
Licença
Este trabalho está licenciado sob uma licença Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
Português (Brasil)
English
Español (España)
Français (France)
