Synergistic and Antagonistic Effects of Nanoparticle Deposition in Low-Concentration Mono and Hybrid Nanofluids for Pool Boiling Heat Transfer

Main Article Content

Rahma Sh. Kadhim
Ekhlas M Fayyadh
Qahtan A. Al-Nakeeb

Abstract

The ever-increasing heat dissipation requirements of modern high-performance electronics critically demand advanced cooling techniques beyond conventional fluids. Nanofluids have emerged as a next-generation solution for enhanced boiling heat transfer. This study experimentally investigates the pool boiling performance of mono- and hybrid nanofluids at a low volume concentration of 0.01% on a smooth copper surface under saturated conditions using deionized water (DIW) as the base fluid. Three mono nanofluids (Al₂O₃/DIW, Ag/DIW, and GNPs/DIW) and three compositions of hybrid nanofluids with a constant mixing ratio of 50:50 (Al₂O₃-Ag/DIW, Al₂O₃-GNPs/DIW, and Ag-GNPs/DIW) were prepared. The critical heat flux (CHF) and heat transfer coefficient (HTC) were systematically analyzed. All nanofluids enhanced boiling performance compared with deionized water. Among the mono nanofluids, GNPs/DIW achieved the highest enhancement, increasing CHF and HTC by 40.55% and 164.8%, respectively. The hybrid nanofluid Ag-GNPs/DIW exhibited the better overall performance, enhancing CHF and HTC by 53.63% and 209.8%, respectively. Conversely, the Al₂O₃-GNPs/DIW hybrid nanofluid exhibited decreasing heat transfer performance compared with Mono-GNPs/DIW, indicating opposite deposition effects caused by the Al₂O₃ added. Characterization of the surface using SEM, EDS, XRD, contact angle, and porosity detects that GNP deposition creates a protective graphitic layer that minimizes copper oxidation and enhances surface porosity and cavity radius, consequently enhancing boiling heat transfer. In contrast, Al₂O₃ encourages oxide formation and partial pore blockage, which reduced HTC. These results provide new insights into synergistic and antagonistic nanoparticle deposition mechanisms that control the enhancement of boiling in mono- and hybrid nanofluids.

Downloads

Download data is not yet available.

Article Details

Section

Articles

How to Cite

“Synergistic and Antagonistic Effects of Nanoparticle Deposition in Low-Concentration Mono and Hybrid Nanofluids for Pool Boiling Heat Transfer” (2026) Journal of Engineering, 32(9), pp. 165–194. doi:10.31026/j.eng.2026.09.08.

References

Abid, B.A. and Getan, M.K., 2010. Heat transfer in pool boiling with surfactants. Eng. & Tech. Journal, 28(17), pp. 5421–5422.

Ajeeb, W. and Murshed, S.M.S., 2023. Pool boiling heat transfer characteristics of SiO2 and BN nanoparticles dispersed mono and hybrid nanofluids. Nanomaterials, 13(19). https://doi.org/10.3390/nano13192625.

Akbari, A., Fazel, S.A.A., Maghsoodi, S., Kootenaei, A.S., 2019. Pool boiling heat transfer characteristics of graphene-based aqueous nanofluids. Journal of Thermal Analysis and Calorimetry, 135(1), pp. 697–711. https://doi.org/10.1007/s10973-018-7182-2.

Akhtar, A.M.Z., Rahman, M.M., Kadirgama, K., Saidur, R., Safiei, W., 2022. Effects of temperature and concentration on thermophysical properties of TiO2-MWCNTs-doped graphene nanofluids. Materials Today: Proceedings, 48(January), pp. 920–925. https://doi.org/10.1016/j.matpr.2021.03.725

Ali, N., 2022. Graphene-based nanofluids : Production parameter effects on thermophysical properties and dispersion stability. nanomaterials (MDPI), 12(357). https://doi.org/10.3390/nano12030357.

AlMuhaysh, K.A., Sergis, A. and Hardalupas, Y., 2025. Effects of pH and nanoparticle concentration on Al2O3–H2O nanofluid stability. International Journal of Thermophysics. Springer US. https://doi.org/10.1007/s10765-025-03557-x

Al-obaidy, A.M.H., Fayyadh, E.M. and Al-dabagh, A.M., 2024. Effect of the geometrical parameter of open microchannel on pool boiling enhancement. Engineering and Technology Journal, 42(07), pp. 1–22. https://doi.org/10.32604/fhmt.2024.055063.

Anderson, D. A., Tannehill, J.C., Pletcher, R.H., Munipalli, R., Shankar, V., 1984. Computational Fluid Mechanics and Heat Transfer. 4th edn. Hemisphere Publishing Corporation.

Borode, A., Tshephe, T. and Olubambi, P., 2023. Stability and thermophysical properties of GNP-Fe2O3 hybrid nanofluid : Effect of volume fraction and temperature. nanomaterials, 13(1238). https://doi.org/10.3390/nano13071238.

Coleman, H.W., and Steck, W.G.J., 1989 Experimentation and Uncertainty Analysis for Engineers. New York: John Wiley and Sons, Inc.

Cooper, M.G., 1984. Heat flow rates in saturated nucleate pool boiling-a wide-ranging examination using reduced properties. Advances in heat transfer, 16, pp. 157-239. Elsevier. https://doi.org/10.1016/S0065-2717(08)70205-3

Cornwell, K. and Houston, S.D., 1994. Nucleate pool boiling on horizontal tubes : A convection- based correlation. International Journal of Heat and Mass Transfer, 37, pp. 303–309. https://doi.org/10.1016/0017-9310(94)90031-0

Du, J., Wang, Y., Yang, W., Wang, J., Cao, Z., and Sundén, B., 2024. Effect of nanoparticle concentration and surfactants on nanofluid pool boiling. International Journal of Heat and Mass Transfer, 221(125080). https://doi.org/10.1016/j.ijheatmasstransfer.2023.125080

Du, J., Yang, W., Zhu, H., Wang, J., Cao, Z., and Sundén, B., 2024. Experimental study of pool boiling performance of Fe3O4 ferromagnetic nanofluid on a copper surface. Applied Thermal Engineering, 248. https://doi.org/10.1016/j.applthermaleng.2024.123213

Ebrahim, S.A., Pradeep, E., Mukherjee, S., and Ali, N., 2023. Rheological behavior of dilute graphene-water nanofluids using various surfactants : An experimental evaluation. Journal of Molecular Liquids, 370, P. 120987. https://doi.org/10.1016/j.molliq.2022.120987

Gao, Y. XI, Y., Yang, Z., Sasmito, A.P., Mujumdar, S.A., and Wang, L., 2021. Experimental investigation of specific heat of aqueous graphene oxide Al2O3 hybrid nanofluid. Thermal Science, 25(1 Part B), pp. 515–525. https://doi.org/10.2298/TSCI190404381G

Golkar, S.H., Khayat, M. and Zareh, M., 2021. Experimental study of heat transfer characteristics of nanofluid nucleate and film boiling on horizontal flat plate. Scientia Iranica, 28(6B), pp. 3216–3231. https://doi.org/10.24200/sci.2021.56967.4997

Griffith, P. and Wallis, J.D., 1958. The role of surface conditions in nucleate boiling. Massachusetts Institute of Technology [Preprint], (14).

Gupta, S.K. and Misra, R.D., 2023. Effect of novel Cu@ ZnO hybrid nanofluids on pool boiling heat transfer performance. International Journal of Thermophysics, 44(9), P. 134. https://doi.org/10.1007/s10765-023-03240-z

Holman, J.P., 2010. Heat Transfer. 10th edn. New York: McGraw-Hill.

Jalilov, D., Juraev, T., Halimov, A., and Akhatov, J., 2026. Stability enhancement of oxidized carbon black nanofluids: effects of concentration, sonication time, and SDS surfactant. Heat and Mass Transfer, 62(2), P. 9. https://doi.org/10.1007/s00231-025-03638-5

Ji, W., Zhao, C., He, Y., and Tao, W., 2015. Experimental validation of Cooper correlation at higher heat flux. International Journal of Heat and Mass Transfer, 90, pp. 1241–1243. https://doi.org/10.1016/j.ijheatmasstransfer.2015.05.107

Jones, B.J., McHale, J.P. and Garimella, S. V., 2009. The influence of surface roughness on nucleate pool boiling heat transfer. Journal of Heat Transfer, 131(12), pp.1–14. https://doi.org/10.1115/1.3220144

Jung, D., Lee, H., Bae, D., and Oho, S., 2004. Nucleate boiling heat transfer coefficients of flammable refrigerants. International Journal of Refrigeration, 27, pp. 409–414. https://doi.org/10.1016/j.ijrefrig.2003.11.007

Kamel, M.S. and Lezsovits, F., 2020. Enhancement of pool boiling heat transfer performance using dilute cerium oxide/water nanofluid: An experimental investigation. International Communications in Heat and Mass Transfer, 114(April), P. 104587. https://doi.org/10.1016/j.icheatmasstransfer.2020.104587

Kamel, M.S., and Lezsovits, F., 2020. Experimental investigation on pool boiling heat transfer performance using Tungsten Oxide WO3 nanomaterial-basedwater nanofluids. Materials, 13(1922). https://doi.org/10.3390/ma13081922

Kamel, M.S., Lezsovits, F., Abdollah, A., and Izadi, M., 2021. Amelioration of pool boiling thermal performance in case of using a new hybrid nanofluid. Case Studies in Thermal Engineering, 24, P. 100872. https://doi.org/10.1016/j.csite.2021.100872

Karikalan, L., Poyyamozhi, B.N., and Negash, K., 2022. Experimental analysis of heat transfer by using nanofluid and impact of thermophysical properties. Journal of Nanomaterials, 2022(1), P. 5119797. https://doi.org/10.1155/2022/5119797

Kwark, S.M., Kumar, R., Moreno, G., Yoo, J., and You, S., 2010. Pool boiling characteristics of low concentration nanofluids. International Journal of Heat and Mass Transfer, 53(5–6), pp. 972–981. https://doi.org/10.1016/j.ijheatmasstransfer.2009.11.018

Li, Y., Chen, Y. and Liu, Z., 2014. A uniform correlation for predicting pool boiling heat transfer on plane surface with surface characteristics effect. International Journal of Heat and Mass Transfer, 77, pp. 809–817. https://doi.org/10.1016/j.ijheatmasstransfer.2014.05.060

Li, Z. Asadi, S., Karimipour, A., Abdollahi, A., and Tlili, I., 2020. Experimental study of temperature and mass fraction effects on thermal conductivity and dynamic viscosity of SiO2-oleic acid/liquid paraffin nanofluid. International Communications in Heat, and Mass Transfer, 110. https://doi.org/10.1016/j.icheatmasstransfer.2019.104436

Ma, X., Song, Y., Wang, Y., Zhang, Y., Xu, J., Yao, S. and Vafai, K., 2022. Experimental study of boiling heat transfer for a novel type of GNP-Fe3O4 hybrid nanofluids blended with different nanoparticles. Powder Technology, 396, pp. 92–112. https://doi.org/10.1016/j.powtec.2021.10.029

Maheshwary, P.B., Handa, C.C., Nemade, K.R., and Chaudhary, S.R., 2020. Role of nanoparticle shape in enhancing the thermal conductivity of nanofluids. Materials Today: Proceedings, 28, pp. 873–878. https://doi.org/10.1016/j.matpr.2019.12.315

Manetti, L.L., Stephen, M.T., Beck, P.A., and Cardoso, E.M., 2017. Evaluation of the heat transfer enhancement during pool boiling using low concentrations of Al2O3-water based nanofluid. Experimental Thermal and Fluid Science, 87, pp. 191–200. https://doi.org/10.1016/j.expthermflusci.2017.04.018.

Mehralizadeh, A., Shabanian, S.R. and Bakeri, G., 2020. Experimental and modeling study of heat transfer enhancement of TiO2/SiO2 hybrid nanofluids on modified surfaces in pool boiling process. European Physical Journal Plus, 135(10). https://doi.org/10.1140/epjp/s13360-020-00809-7

Mehralizadeh, A., Shabanian, S.R., and Bakeri, G., 2020. Effect of modified surfaces on bubble dynamics and pool boiling heat transfer enhancement: A review. Thermal Science and Engineering Progress, 15, P. 100451. https://doi.org/10.1016/j.tsep.2019.100451

Mohamed, S.A., Elsherbini, A.M., Alrefaey, H.R., Adelrahman, K., Moustafa, A., Egodawaththa, N.M., Crawford, K.E., Nesnas, N. and Sabra, S.A., 2025. Gum Arabic: A commodity with versatile formulations and applications. Nanomaterials, 15(4), P. 290.. https://doi.org/10.3390/nano15040290

Moldoveanu, G.M., Ibanescu, C. and Minea, A.A., 2018. Viscosity estimation of Al2O3, SiO2 nanofluids and their hybrid: An experimental study Georgiana. Journal of Molecular Liquids [Preprint]. https://doi.org/10.1016/j.molliq.2018.01.061%20MOLLIQ

Mostafizur, R.M., Rasul, M.G. and Nabi, M.N., 2022. Effect of surfactant on stability , thermal conductivity , and viscosity of aluminium oxide – methanol nanofluids for heat transfer applications. Thermal Science and Engineering Progress, 31(April), P. 101302. https://doi.org/10.1016/j.tsep.2022.101302

Mousavi, S.M., Esmaeilzadeh, F. and Wang, X.P., 2019. A detailed investigation on the thermo-physical and rheological behavior of MgO/TiO2 aqueous dual hybrid nanofluid, 282, pp. 323–339. https://doi.org/10.1016/j.molliq.2019.02.100

Mukherjee, S., Mishra, P.C. and Chaudhuri, P., 2021. Pool boiling performance of aqueous Al2O3 and TiO2 nanofluids on a horizontally placed flat polished surface: an experimental investigation. Journal of Thermal Analysis and Calorimetry, 146(1), pp. 415–433. https://doi.org/10.1007/s10973-020-09995-z.

Nazir, A., Qamar, A., Rafique, M.S., Murtaza, G., Arshad, T., Muneeb, A., Jabeen, K., Mujtaba, M.A., Fayaz, H. and Saleel, C.A., 2024. Enhanced thermal conductivity of plasma generated ZnO–MgO based hybrid nanofluids: An experimental study. Heliyon, 10(4), p. 26396. https://doi.org/10.1016/j.heliyon.2024.e26396

Parwin, S., Parui, J., 2020. Ag nanofluids synthesis in presence of citrate at different stirring rotation and their post reaction stability. Journal of Dispersion Science and Technology. https://doi.org/10.1080/01932691.2020.1789469

Pioro, I.L., Rohseno. w., Doerffer, S.S., 2004. Nucleate pool-boiling heat transfer. I: review ofparametric effects of boiling surface. International Journal of Heat and Mass Transfer, 47(23), pp. 5033–5044. https://doi.org/10.1016/j.ijheatmasstransfer.2004.06.019

Quan, X., Wang, D. and Cheng, P., 2017. An experimental investigation on wettability effects of nanoparticles in pool boiling of a nanofluid. International Journal of Heat and Mass Transfer, 108, pp. 32–40. https://doi.org/10.1016/j.ijheatmasstransfer.2016.11.098

Reddy, Y.A. and Venkatachalapathy, S., 2018. Heat transfer enhancement studies in pool boiling using hybrid nanofluids. Thermochimica Acta, P. 27. https://doi.org/10.1016/j.tca.2018.11.014

Saha, G., 2016. Heat Transfer Performance Investigation of Nanofluids Flow in Pipe. University of Glasgow. https://gla.on.worldcat.org/oclc/1547493087

Sarafraz, M.M., Pourmehran, O., Yang, B., Yang, M., and Arjomandi, R., 2020. Pool boiling heat transfer characteristics of iron oxide nano-suspension under constant magnetic field. International Journal of Thermal Sciences, 147(May 2018), P. 106131. https://doi.org/10.1016/j.ijthermalsci.2019.106131

Selvarajoo, K., Wanatasanappan, V.V., and Luon, N.Y., 2024. Experimental measurement of thermal conductivity and viscosity of Al2O3-GO (80:20) hybrid and mono nanofluids : A new correlation. SSRN, 144(111018), P. 21. https://doi.org/10.1016/j.diamond.2024.111018

Sezer, N., Khan, S.A. and Koç, M., 2020. Boiling heat transfer enhancement by self-assembled graphene/silver hybrid film for the thermal management of concentrated photovoltaics. Energy Technology, 8(11), pp. 1–14. https://doi.org/10.1002/ente.202000532

Shaik, A.H., Chakraborty, S., Saboor, S., Kumar, K.R., Majumdar, A., Rizwan, M., Arıcı, M. and Chandan, M.R., 2024. Cu-Graphene water-based hybrid nanofluids: Synthesis, stability, thermophysical characterization, and figure of merit analysis. Journal of Thermal Analysis and Calorimetry, 149(7), pp. 2953–2968. https://doi.org/10.1007/s10973-023-12875-x.

Sharma, P.O. and Unune, D.R., 2023. Amelioration of pool boiling performance using hybrid nanofluids over EDMed surfaces. Journal of Thermal Analysis and Calorimetry, 148(6), pp. 2657–2676. https://doi.org/10.1007/s10973-022-11922-3.

Sharma, P.O., Barewar, S.D. and Chougule, S.S., 2021. Experimental investigation of heat transfer enhancement in pool boiling using novel Ag/ZnO hybrid nanofluids. Journal of Thermal Analysis and Calorimetry, 143(2), pp. 1051–1061. https://doi.org/10.1007/s10973-020-09922-2

Tiwari, A.K., Pandya, N.S., Shah, H., and Said, Z., 2020. Experimental comparison of specific heat capacity of three different metal oxides with MWCNT / water ‑ based hybrid nanofluids : Proposing a new correlation. Applied Nanoscience [Preprint]. https://doi.org/10.1007/s13204-020-01578-6

Vafaei, S., 2015. Nanofluid pool boiling heat transfer phenomenon. Powder Technology, 277, pp. 181–192. https://doi.org/10.1016/j.powtec.2015.02.040

Vajjha, R.S. and Das, D.K., 2009. Experimental determination of thermal conductivity of three nanofluids and development of new correlations. International Journal of Heat and Mass Transfer, 52(21–22), pp. 4675–4682. https://doi.org/10.1016/j.ijheatmasstransfer.2009.06.027

Vicki, W. V, Abdullah, M.Z., and Gunnasegaran, P., 2020. Thermophysical properties of Al2O3-CuO hybrid nanofluid at different nanoparticle mixture ratio: An experimental approach. Journal of Molecular Liquids, P. 113458. https://doi.org/10.1016/j.molliq.2020.113458

Wang, C.H. and Dhir, V.K., 1993. On the gas entrapment and nucleation site density during pool boiling of saturated water. Heat and Mass Transfer, 115(3), pp. 670–679. https://doi.org/10.1115/1.2910738

Wen, T., Luo,J., Jiao, K., and Lu, L., 2023. Experimental study on the pool boiling performance of a highly self-dispersion TiO2 nanofluid on copper surface. International Journal of Thermal Sciences, 184, P. 107999. https://doi.org/10.1016/j.ijthermalsci.2022.107999

Xiao, L., Zhuang, Y., Wu, X., Yang, J., Lu, Y., Liu, Y. and Han, X., 2023. A review of pool-boiling processes based on bubble-dynamics parameters. Applied Sciences (Switzerland), 13(21). https://doi.org/10.3390/app132112026

You, S.M., Kim, J.H. and Kim, K.H., 2003. Effect of nanoparticles on critical heat flux of water in pool boiling heat transfer. Applied Physics Letters, 83(16), pp. 3374–3376. https://doi.org/10.1063/1.1619206

Similar Articles

You may also start an advanced similarity search for this article.