Thermal Analysis of a Developed Hybrid Nanofluid as a Sustainable Coolant for Automobile Radiator Application

Authors

  • Imhade P. Okokpujie Department of Mechanical and Mechatronics Engineering, Afe Babalola University, Ado Ekiti, 360001, Nigeria
  • Muhammad I. N. Ma'arof Mechanical Engineering Department, INTI International University, Nilai 71800, Malaysia
  • Aderonke O. Akinwumi Department of Mechanical and Mechatronics Engineering, Afe Babalola University, Ado Ekiti, 360001, Nigeria
  • Stella I. Monye Department of Mechanical and Mechatronics Engineering, Afe Babalola University, Ado Ekiti, 360001, Nigeria
  • Akintunde A. Ajayi Department of Mathematical and Physical Sciences, Afe Babalola University, Ado Ekiti, 360001, Nigeria
  • Emeka S. Nnochiri Department of Civil Engineering, Afe Babalola University, Ado Ekiti, Ekiti State, Nigeria

DOI:

https://doi.org/10.5281/zenodo.21910581

Keywords:

Hybrid Nanofluids, Energy Consumption, Coolant, Radiator, Graphene, Tio2 Nano-Coolant

Abstract

The automobile radiator's internal components are prone to scale accumulation, rust, and corrosion, which impede coolant flow and reduce efficiency. The operation of the cooling fan and pump increases the vehicle's energy consumption, which affects the battery life of electric vehicles and the fuel efficiency of conventional vehicles. To overcome these challenges, this study aimed to develop mono- and hybrid nanofluids as sustainable coolants for radiator applications. The current study used mono nanoparticles of Graphene and TiO2, and a 50% graphene/TiO2 hybrid was created. SEM-EDS XRD was employed to characterize the nanoparticles and ascertain the mass ratio of constituents in the noodles. The mass flow rate of the temperature from the various regions and the heat transfer rate of the nano-coolant were then measured experimentally. It was shown in the present study that hybrid and mono-particulate nanoparticles incorporated within pH and thermal conductivity W Mk improved the coolant. The heat transfer rate was increased when the mass concentration of TiO2 nanoparticles in the water-based TiO2 nano coolants. The heat transfer rate rose from 13186.91 W (0.3 g) to 14893.43 W (0.7 g) with the increase of the concentration of the nanoparticles from 0.3g to 0.7g it was observed from the parametric analysis of the mono and the hybrid nano coolants that the TiO2 nano-coolant performed very well compared to the graphite, having a percentage deviation of 8.2%, the hybrid nano-coolants 2.7% and the other two were reinforced. In addition, the TiO2 50% plus Graphene 50% hybrid nano coolants were superior to the graphene nano coolants by 6.3%. It follows that the development of coolants at the nanoscale — specifically, the use of nanoparticles — is a technique that contributes to the longevity of automotive parts. This also suggests less intensive maintenance and fewer changes to automotive components. Furthermore, high-conductivity nanoparticles, such as tri-hybrid (carbon/metallic) or carbon-based nanoparticles, prevent particle agglomeration and require fewer surfactants, leading to cleaner environmental conditions.

References

Afolalu, S. A., Ikumapayi, O. M., Ogedengbe, T. S., Emetere, M. E., Jen, T.-C., & Akinlabi, E. T. (2024). Experimental approach to bio-waste nanoparticles suitable for radiator coolant. Advances in Materials and Processing Technologies, 10(4), 2968-2982. https://doi.org/10.1080/2374068X.2023.2192388

Ahmed, S. A., Ozkaymak, M., Sözen, A., Menlik, T., & Fahed, A. (2018). Improving car radiator performance by using TiO2-water nanofluid. Engineering Science and Technology, an International Journal, 21(5), 996-1005. https://doi.org/10.1016/j.jestch.2018.07.008

Arora, N., & Gupta, M. (2020). An updated review on application of nanofluids in flat tubes radiators for improving cooling performance. Renewable and sustainable energy reviews, 134, 110242. https://doi.org/10.1016/j.rser.2020.110242

Bandarra Filho, E. P., do Nascimento, E. O., Farooq, M., & Cabezas-Gómez, L. (2025). Numerical Investigation on Heat Transfer and Pressure Drop in Silver/Water Nanofluids Flowing Through Tubes with Variable Expansion–Contraction Ratios. Energies, 18(1), 161. https://doi.org/10.3390/en18010161

Dada, M., & Popoola, P. (2025). Surface modification of two-dimensional materials: techniques and applications. In Polymers and Two-Dimensional Nanocomposites (pp. 155-179). Elsevier. https://doi.org/10.1016/B978-0-443-14131-7.00007-9

Esfe, M. H., Alidoust, S., Tamrabad, S. N. H., Toghraie, D., & Hatami, H. (2023). Thermal conductivity of MWCNT-TiO2/Water-EG hybrid nanofluids: Calculating the price performance factor (PPF) using statistical and experimental methods (RSM). Case Studies in Thermal Engineering, 48, 103094. https://doi.org/10.1016/j.csite.2023.103094

Feng, Y.-q., Wang, X.-x., Song, J., Liu, Z.-n., Wu, Y.-z., Tian, S.-l., Sapin, P., Yu, H.-s., & Markides, C. N. (2026). Machine learning approach for the prediction and optimization of heat transfer performance of ZnO/TiO2-R123 in ORC evaporator. International Communications in Heat and Mass Transfer, 172, 110391. https://doi.org/10.1016/j.icheatmasstransfer.2025.110391

Gosavi, G., Sivamurugan, P., Shende, M., & Pingale, A. D. (2023). Recent developments of sonication process in stability and efficiency of nanofluid-based coolants: A review. Materials Today: Proceedings. https://doi.org/10.1016/j.matpr.2023.07.068

Hai, T., Omar, I., Alizadeh, A. a., Varshney, N., Dixit, S., Sultan, A. J., Anqi, A. E., Bhatnagar, S., Rajab, H., & Singh Sawaran Singh, N. (2025). Optimization of nano-finned enclosure-shaped latent heat thermal energy storage units using CFD, RSM, and enhanced hill climbing algorithm. Scientific reports, 15(1), 12486. https://doi.org/10.1038/s41598-025-96599-y

Khare, R., & Tyagi, D. (2025). Examine the Heat Transfer Characteristics in Car Radiator Utilizing the Water/Anti-Freezing and Al2O3/Cuo/Tio2 Based Nanofluid as Coolant. International Journal of Innovations in Science, Engineering And Management, 17-30. https://doi.org/10.69968/ijisem.2025v4i117-30

Kumar, V. A., & Arivazhagan, S. (2024). Influence of hybrid nano-coolant on the performance of engine radiator coupled with nano-composite-assisted PCM cooler. Journal of Thermal Analysis and Calorimetry, 149(21), 11941-11961. https://doi.org/10.1007/s10973-024-13529-2

Lin, B., Ali, A. B., Babadoust, S., Al-Zahy, Y. M. A., Castaneda, J. L. Y., Abdullaeva, B., Salahshour, S., & Esmaeili, S. (2025). Investigating the effect of volume fraction on Brownian displacement, thermophoresis, and thermal behavior of graphene/water nanofluid by molecular dynamics simulation. International Communications in Heat and Mass Transfer, 162, 108648. https://doi.org/10.1016/j.icheatmasstransfer.2025.108648

Luo, Z., Fan, J., Hao, P., & Bao, C. (2026). Numerical investigation of dry spot evolution and heat transfer degradation in falling film evaporation over tube bundle. International Journal of Thermal Sciences, 223, 110599. https://doi.org/10.1016/j.ijthermalsci.2025.110599

Mousavi, M., Pouranfard, A., & Darvishi, P. (2024). Experimental study and modeling of thermal and rheological characteristics of water-based CuO/CaCO3/SiO2 ternary hybrid nanofluid. Colloids and Surfaces A: Physicochemical and Engineering Aspects, 686, 133367. https://doi.org/10.1016/j.colsurfa.2024.133367

Pusat, S., Karagöz, Y., Attar, A., & Karagoz, S. (2024). A study of TiO2-enhanced nanofluids in internal combustion engines using neural networks. Scientific reports, 14(1), 19251. https://doi.org/10.1038/s41598-024-68701-3

Ramalingam, S., Dhairiyasamy, R., & Govindasamy, M. (2020). Assessment of heat transfer characteristics and system physiognomies using hybrid nanofluids in an automotive radiator. Chemical Engineering and Processing-Process Intensification, 150, 107886. https://doi.org/10.1016/j.cep.2020.107886

Ramezani, A., Khorasani, A. F., & Ayoobi, A. (2025). Effect of concentration and period on the transient pool boiling heat transfer of Fe3O4-based aqueous nanofluids. Experimental Thermal and Fluid Science, 163, 111404. https://doi.org/10.1016/j.expthermflusci.2024.111404

Satpute, J., Campli, S., Sonawane, P., Gade, S., Yadav, S., Channapattana, S., Dey, T., & Hakizimana, E. (2026). Analysis of ethylene glycol (EG) based nanofluid coolant for enhancing cooling capacity of engine. Discover Applied Sciences, 8(1), 1. https://doi.org/10.1007/s42452-025-07812-6

Shankara, R. P., Banapurmath, N., D'Souza, A., Sajjan, A., Ayachit, N., Khan, T. Y., Badruddin, I. A., & Kamangar, S. (2022). An insight into the performance of radiator system using ethylene glycol-water based graphene oxide nanofluids. Alexandria Engineering Journal, 61(7), 5155-5167. https://doi.org/10.1016/j.aej.2021.10.037

Shijina, S. S., Akbar, S., & Sajith, V. (2025). Graphene functionalized nano-encapsulated composite phase change material based nanofluid for battery cooling: An experimental investigation. Applied Thermal Engineering, 259, 124893. https://doi.org/10.1016/j.applthermaleng.2024.124893

Singh, B., & Sood, S. (2024). Hybrid nanofluids preparation, thermo-physical properties, and applications: a review. Hybrid Advances, 6, 100192. https://doi.org/10.1016/j.hybadv.2024.100192

Taşkesen, E. (2026). Experimental thermal and hydrolic behavior of CuO/water and Cr/water nanofluids in a production passenger‐car radiator. Environmental Progress & Sustainable Energy, e70296. https://doi.org/10.1002/ep.70296

Tawalbeh, M., Shomope, I., & Al-Othman, A. (2024). Comprehensive review on non-Newtonian nanofluids, preparation, characterization, and applications. International Journal of Thermofluids, 22, 100705. https://doi.org/10.1016/j.ijft.2024.100705

Thirumaran, B., Dhasan, M. L., & Selvam, C. (2026). Modeling on heat transfer behavior of carbon-based nanofluids for electronics cooling applications. Energy Sources, Part A: Recovery, Utilization, and Environmental Effects, 48(1), 2611145. https://doi.org/10.1080/15567036.2025.2611145

Venkataramana, P., Kumar, V. M., Ram, N. R., & Chinka, S. S. B. (2024). Experimental investigation of air jet impingement cooling in car radiator with hollow cone nozzle plate spacing using nanofluids. Heat and Mass Transfer, 60(8), 1377-1391. https://doi.org/10.1007/s00231-024-03493-w

Wang, R.-T., Yang, C.-A., Chen, S.-L., Chang, T.-L., & Wang, J.-C. (2025). Investigations of thermoelectric properties in polymer-based hybrid nanofluids with various surfactants. Journal of Physics and Chemistry of Solids, 199, 112557. https://doi.org/10.1016/j.jpcs.2025.112557

Yaw, C. T., Koh, S., Sandhya, M., Kadirgama, K., Tiong, S. K., Ramasamy, D., Sudhakar, K., Samykano, M., Benedict, F., & Tan, C. H. (2023). Heat transfer enhancement by hybrid nano additives—graphene nanoplatelets/cellulose nanocrystal for the automobile cooling system (radiator). Nanomaterials, 13(5), 808. https://doi.org/10.3390/nano13050808

Yusaf, T., Mahamude, A. S. F., Farhana, K., Harun, W. S. W., Kadirgama, K., Ramasamy, D., Kamarulzaman, M. K., Subramonian, S., Hall, S., & Dhahad, H. A. (2022). A comprehensive review on graphene nanoparticles: Preparation, properties, and applications. Sustainability, 14(19), 12336. https://doi.org/10.3390/su141912336

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Published

2026-08-13

How to Cite

Thermal Analysis of a Developed Hybrid Nanofluid as a Sustainable Coolant for Automobile Radiator Application. (2026). Reports in Mechanical Engineering, 7(2), 15-31. https://doi.org/10.5281/zenodo.21910581