ANÁLISIS COMPARATIVO ENTRE VEHÍCULOS HÍBRIDOS CON GRAFENO COMPUESTO, APLICANDO EL MÉTODO SAPEVO H2
Resumen
Desde su descubrimiento en 2004, el grafeno ha adquirido una creciente relevancia industrial, incluyendo aplicaciones en el sector automotriz. Sin embargo, un análisis de más de 120 artículos indexados en Scopus entre 2020 y 2024 muestra que la mayoría de los estudios se centran únicamente en propiedades ventajosas aisladas del grafeno, sin comparar parámetros similares en diferentes aplicaciones vehiculares. Para abordar esta deficiencia, se seleccionaron 15 estudios para respaldar una evaluación comparativa de vehículos híbridos mejorados con aditivos a base de grafeno. El objetivo fue evaluar el costo de adquisición, el consumo de combustible y el consumo de aceite mediante el método de decisión multicriterio SAPEVO-H². Se modeló un escenario hipotético para cuatro vehículos híbridos con precios entre R$120.000 y R$150.000, incorporando 0,1-0,3% de grafeno (por volumen) al refrigerante, lo que resulta en un aumento del 6-8% en el calor específico, y 0,15-0,20% de grafeno (por masa) al aceite del motor, lo que produce una reducción del 33-39% en el coeficiente de fricción. El análisis indicó que el rendimiento del refrigerante tuvo la mayor relevancia (44,6%), seguido del costo de adquisición (33,4%) y el rendimiento del aceite del motor (22,0%). Entre las alternativas, el Vehículo 1 (R$120.000) se identificó como la mejor opción, mientras que el Vehículo 4 (R$150.000) fue el menos favorable.
Biografía del autor/a
Department of Industrial Engineering of Fluminense Federal University / Department of Materials and Metallurgical Engineering of the Polythecnical School of the University of São Paulo. São Paulo – SP, Brazil.
Department of Industrial Engineering of Fluminense Federal University. Rio de Janeiro – RJ, Brazil.
Referencias
ABVE - ASSOCIAÇÃO BRASILEIRA DO VEÍCULO ELÉTRICO. ABVE Data: Vendas de eletrificados em 2024 já ultrapassam total de 2023. São Paulo: ABVE, 2024. https://abve.org.br/vendas-de- eletrificadosem-2024-ja-ultrapassam-total-de-2023/. Accessed on Nov 20th 2025.
AJUKA, L. O.; IKUMAPAYI, O. M.; AKINLABI, E. T. "Entropy Generation of Graphene Nanoplatelets in Micro and Mini Channels: Nanofluid Flow in Automotive Cooling Applications." International Journal of Heat & Technology, v. 40, n. 4, 2022. https://www.iieta.org/journals/ijht/paper/10.18280/ijht.400408 Accessed on Nov 26th 2025. DOI: https://doi.org/10.18280/ijht.400408
ARAVINDAN, V.; SUBRAMANIAM, N.; BAJA, H. C. "Template-free synthesis of carbon hollow spheres and reduced graphene oxide from spent lithium-ion batteries towards efficient gas storage." Journal of Materials Chemistry A, v. 7, 32443252, 2019. https://pubs.rsc.org/en/content/articlelanding/2019/ta/c8ta11521d . Accessed on Nov 29th 2025.
ELMASRY, A.; AZOTI, W.; ELMARAKBI, A. "Modelling and design of hierarchical fibre-graphene nanoplatelets reinforced elasto-viscoplastic polymer matrix composites to improve crashworthiness and energy absorption." Composite Structures, v. 310, 116705, 2023. https://www.sciencedirect.com/science/article/pii/S0263822323000491?via%3Dihub . Accessed on Dec 4th 2025. DOI: https://doi.org/10.1016/j.compstruct.2023.116705
HAO, H. N.; WEI, T. T.; LIK, L. T. K.; JONG, N. H. "Experimental study on convective heat transfer enhancement of automotive radiator with graphene-nanoplatelet suspension." Journal of Advanced Research in Fluid Mechanics and Thermal Sciences, v. 101, n. 2, p. 60-72, 2023. https://semarakilmu.com.my/journals/index.php/fluid_mechanics_thermal_sciences/article/view/1108 . Accessed on Dec 10th 2025. DOI: https://doi.org/10.37934/arfmts.101.2.6072
IREZ, A. B.; BAYRAKTAR, E.; MISKKIOGLU, I. "Fracture toughness analysis of epoxy-recycled rubber-based composite reinforced with graphene nanoplatelets for structural applications in automotive and aeronautics." Polymers, v. 12, n. 2, 448, 2020. https://www.mdpi.com/2073-4360/12/2/448 . Accessed on Nov 30th 2025. https://doi.org/10.3390/polym12020448 DOI: https://doi.org/10.3390/polym12020448
KAUSAR, A. "Shape memory polymer/graphene nanocomposites: State-of-the-art." ePolymers, v. 22, n. 1, p. 165-181, 2022. https://www.researchgate.net/publication/358226762_Shape_Memory_PolymerGraphene_Nanocomposites-State-of-the-art/link/63fdea910cf1030a565c1af4/download Accessed on Dec 11th, 2025. https://doi.org/10.1515/epoly-2022-0024 DOI: https://doi.org/10.1515/epoly-2022-0024
KOGOVŠEK, J.; KALIN, M. "Comparison of graphene as an oil additive with conventional automotive additives for the lubrication of steel and DLC-coated surfaces." Tribology International, v. 180, 108220, 2023. https://www.sciencedirect.com/science/article/pii/S0301679X23000075?via%3Dihub . Accessed on Dec 10th 2025. https://doi.org/10.1016/j.triboint.2023.108220 DOI: https://doi.org/10.1016/j.triboint.2023.108220
LEE, P.; KIM, S. Y.; KO, Y. K.; HA, J. U.; JEOUNG, S. K.; SHIN, D.; KIM, J. H.; KIM, M. "Tribological properties of polyamide 46/graphene nanocomposites." Polymers, v. 14, n. 6, 1139, 2022. https://www.mdpi.com/2073-4360/14/6/1139 . Accessed on Dec 12th 2025. https://doi.org/10.3390/polym14061139 DOI: https://doi.org/10.3390/polym14061139
MALIK, K.; AHMAD, F.; DAWWOOD, M. S.; ISLAM, M. S.; ALI, S.; RAZA, A.; SHAHED, C. A. "Mechanical property enhancement of graphene-kenaf-epoxy multiphase composites for automotive applications." Composites Part A: Applied Science and Manufacturing, v. 177, 107916, 2024. https://www.sciencedirect.com/science/article/pii/S1359835X2300492X?via%3Dihub . Accessed on Nov 30th 2025. https://doi.org/10.1016/j.compositesa.2023.107916 DOI: https://doi.org/10.1016/j.compositesa.2023.107916
MAQBOOL, Q.; BARUCCA, G.; SABBATINI, S.; PARLAPIANO, M.; RUELLO, M. L..; TITTARELLI, F. "Transformation of industrial and organic waste into titanium doped activated carbon–cellulose nanocomposite for rapid removal of organic pollutants." Journal of Hazardous Materials, v. 423, 126958, 2022. https://www.sciencedirect.com/science/article/pii/S0304389421019269?via%3Dihub . Accessed on Dec 10th 2025. https://doi.org/10.1016/j.jhazmat.2021.126958 DOI: https://doi.org/10.1016/j.jhazmat.2021.126958
MOREIRA, M. A. L.; SILVA, F. C. A.; COSTA, I. P. A.; GOMES, C. F. S.; SANTOS, M. "SAPEVO-H² a Multi-Criteria Systematic Based on a Hierarchical Structure: Decision-Making Analysis for Assessing Anti-RPAS Strategies in Sensing Environments." Processes, v. 11, n. 2, 352, 2023. https://www.mdpi.com/2227-9717/11/2/352 . Accessed on Nov 29th, 2025. https://doi.org/10.3390/pr11020352 DOI: https://doi.org/10.3390/pr11020352
NOGUEIRA, E. "Thermal-hydraulic performance of Graphene Nanoribbon and Silicon Carbide nanoparticles in the multi-louvered radiator for cooling diesel engine." Journal of Engineering Sciences, v. 7, n. 1, p. F22–F29, 2020. https://essuir.sumdu.edu.ua/handle/123456789/77635 . Accessed on Dec 01st 2025. https://doi.org/10.21272/jes.2020.7(1).f2 DOI: https://doi.org/10.21272/jes.2020.7(1).f2
OKAN, B. S.; MENCELOGLU, Y.; OZUNLU, B. G.; YAGCI, Y. E. "Graphene from waste tire by recycling technique for costeffective and light-weight automotive plastic part production." AIP Conference Proceedings, v. 2205, n. 1. 2020. https://pubs.aip.org/aip/acp/article/2205/1/020046/889420/Graphene-from-waste-tire-by-recycling-technique . Accessed on Dec 03rd, 2025. https://doi.org/10.1063/1.5142961 DOI: https://doi.org/10.1063/1.5142961
QURESHI, T.; OOTIM, S. "Multifunctional concrete with graphene-based nanomaterials and superabsorbent polymer." Journal of Materials in Civil Engineering, v. 35, n. 4, 04023046, 2023. https://ascelibrary.org/doi/10.1061/%28ASCE%29MT.1943-5533.0004699 . Accessed on Dec 6th 2025. https://doi.org/10.1061/(ASCE)MT.1943-5533.0004699 DOI: https://doi.org/10.1061/(ASCE)MT.1943-5533.0004699
REDDY, S. R. R.; REDDY, P. B. A. "Entropy generation analysis on MHD flow with a binary mixture of ethylene glycol and water based silver-graphene hybrid nanoparticles in automotive cooling systems." Int. J. Heat Technol., v. 39, p. 1781-1790, 2021. https://www.iieta.org/journals/ijht/paper/10.18280/ijht.390611 . Accessed on Nov 28th 2025. https://doi.org/10.18280/ijht.390611 DOI: https://doi.org/10.18280/ijht.390611
SILVA, M, C.; GOMES, C. F. S.; JUNIOR, C. L. C. "A hybrid multicriteria methodology Topsis-Macbeth-2n applied in the ordering of technology transfer offices." Pesquisa Operacional., v. 38, n. 3, p. 413-439, 2018. https://www.researchgate.net/publication/329487644_A_hybrid_multicriteria_methodology_topsis-macbeth-2n_applied_in_the_ordering_of_technology_transfer_offices . Acessed on Nov 26th 2025. https://doi.org/10.1590/01017438.2018.038.03.0413 DOI: https://doi.org/10.1590/0101-7438.2018.038.03.0413
TENG, T. P.; CHEN, W. J.; CHANG, C. H. "Enhanced heat dissipation performance of automotive led lamps using graphene coatings." Polymers, v. 14, n. 1, 50, 2021. https://www.mdpi.com/2073-4360/14/1/50 . Accessed on Dec 05th 2025. https://doi.org/10.3390/polym14010050 DOI: https://doi.org/10.3390/polym14010050
XAVIER, J. R.; RAMESH, B. "Experimental investigation of polymer matrix filled with silanized cerium carbide nanofillers and graphene oxide in automotive components." Applied Nanoscience, v. 13, n. 9, 6133-6149, 2023. https://link.springer.com/article/10.1007/s13204-023-02849-8#citeas . Accessed on Dec 8th 2025. https://doi.org/10.1007/s13204-023-02849-8 DOI: https://doi.org/10.1007/s13204-023-02849-8
ZHANG, X.; JIN, L.; DAI, X.; CHEN, G.; LIU, G. "A record-high ion storage capacity of T-graphene as twodimensional anode material for Li-ion and Na-ion batteries." Applied Surface Science, v. 527, 146849, 2020. https://www.sciencedirect.com/science/article/pii/S0169433220316068?via%3Dihub . Accessed on Dec 7th 2025. https://doi.org/10.1016/j.apsusc.2020.146849 DOI: https://doi.org/10.1016/j.apsusc.2020.146849
