[1] Zhang L., Jing Y.Y., Qu P.P., et al., Effect of microstructure of nanoparticles and surrounding alcohol groups on energy transfer efficiency. Applied Thermal Engineering, 2022, 215: 119031.
[2] Li J.H., Zhang X.L., Xu B., et al., Nanofluid research and applications: A review. International Communications in Heat and Mass Transfer, 2021, 127: 105543.
[3] Sajid M.U., Ali H.M., Thermal conductivity of hybrid nanofluids: A critical review. International Journal of Heat and Mass Transfer, 2018, 126: 211–234.
[4] Li X.K., Wang H., Zhang H., et al., Comprehensive performance evaluation of Ti3C2 MXene/TiN composite nanofluids for photo thermal conversion. Applied Thermal Engineering, 2023, 228: 120486.
[5] Liu K., Zhang Y., Dai F., et al., Improved heat transfer of the engine oil by changing it to hybrid nanofluid: Adding hybrid nano-powders. Powder Technology, 2021, 383: 56–64.
[6] Balaji T., Rajendiran S., Selvam C., et al., Enhanced heat transfer characteristics of water based hybrid nanofluids with graphene nanoplatelets and multi walled carbon nanotubes. Powder Technology, 2021, 394: 1141–1157.
[7] Li Y.H., Zhai Y.L., Ma M.Y., et al., Using molecular dynamics simulations to investigate the effect of the interfacial nanolayer structure on enhancing the viscosity and thermal conductivity of nanofluids. International Communications in Heat and Mass Transfer, 2021, 122: 105181.
[8] Somarathna C., Samaraweera N., Jayasekara S., et al., A molecular dynamics study of thermal conductivity and viscosity in colloidal suspensions: From well-dispersed nanoparticles to nanoparticle aggregates. Applied Thermal Engineering, 2023, 229: 120651.
[9] Mahian O., Kianifar A., Kalogirou S.A., et al., A review of the applications of nanofluids in solar energy. International Journal of Heat and Mass Transfer, 2013, 57(2): 582–594.
[10] Yuan F., Li M.J., He Y.L., et al., A novel model for predicting the effective specific heat capacity of molten salt doped with nanomaterial for solar energy application. Applied Thermal Engineering, 2021, 195: 117129.
[11] Pak B.C., Cho Y.I., Hydrodynamic and Heat Transfer Study of Dispersed Fluids with Submicron Metallic Oxide Particles. Experimental Heat Transfer, 1998, 11(2): 151–170.
[12] Xuan Y.M., Roetzel W., Conceptions for heat transfer correlation of nanofluids. International Journal of Heat and Mass Transfer, 2000, 43(19): 3701–3707.
[13] Zhou L.P., Wang B.X., Peng X.F., et al., On the specific heat capacity of CuO nanofluid. Advances in Mechanical Engineering, 2015, 2: 1–4.
[14] Jamei M., Ahmadianfar I., Olumegbon I.A., et al., On the specific heat capacity estimation of metal oxide-based nanofluid for energy perspective—A comprehensive assessment of data analysis techniques. International Communications in Heat and Mass Transfer, 2021, 123: 105217.
[15] Deymi O., Hadavimoghaddam F., Atashrouz S., et al., Employing ensemble learning techniques for modeling nanofluids’ specific heat capacity. International Communications in Heat and Mass Transfer, 2023, 143: 106684.
[16] Adun H., Kavaz D., Wole-Osho I., et al., Synthesis of Fe3O4-Al2O3-ZnO/water ternary hybrid nanofluid: Investigating the effects of temperature, volume concentration and mixture ratio on Specific heat capacity, and development of Hybrid machine learning for prediction. Journal of Energy Storage, 2021, 41: 102947.
[17] Angayarkanni S.A., Sunny V., Philip J., Effect of nanoparticle size, morphology and concentration on specific heat capacity and thermal conductivity of nanofluids. Journal of Nanofluids, 2015, 4(3): 302–309.
[18] Hu Y., He Y., Zhang Z., et al., Enhanced heat capacity of binary nitrate eutectic salt-silica nanofluid for solar energy storage. Solar Energy Materials and Solar Cells, 2019, 192: 94–102.
[19] Seo J., Shin D., Size effect of nanoparticle on specific heat in a ternary nitrate (LiNO3-NaNO3-KNO3) salt eutectic for thermal energy storage. Applied Thermal Engineering, 2016, 102: 144–148.
[20] Saeedinia M., Akhavan-Behabadi M.A., Razi P., Thermal and rheological characteristics of CuO-Base oil nanofluid flow inside a circular tube. International Communications in Heat and Mass Transfer, 2012, 39(1): 152–159.
[21] Arzani H.K., Amiri A., Kazi S.N., et al., Experimental and numerical investigation of thermophysical properties, heat transfer and pressure drop of covalent and noncovalent functionalized graphene nanoplatelet-based water nanofluids in an annular heat exchanger. International Communications in Heat and Mass Transfer, 2015, 68: 267–275.
[22] Teng T.P., Hung Y.H., Estimation and experimental study of the density and specific heat for alumina nanofluid. Journal of Experimental Nanoscience, 2012, 9(7): 707–718.
[23] Shahrul I.M., Mahbubul I.M., Khaleduzzaman S.S., et al., A comparative review on the specific heat of nanofluids for energy perspective. Renewable and Sustainable Energy Reviews, 2014, 38: 88–98.
[24] Khanafer K., Tavakkoli F., Vafai K., et al., A critical investigation of the anomalous behavior of molten salt-based nanofluids. International Communications in Heat and Mass Transfer, 2015, 69: 51–58.
[25] Chen Z., Shahsavar A., Al-Rashed A.A., et al., The impact of sonication and stirring durations on the thermal conductivity of alumina-liquid paraffin nanofluid: An experimental assessment. Powder Technology, 2020, 360: 1134–1142.
[26] Zhang T., Zou Q., Cheng Z., et al., Effect of particle concentration on the stability of water-based SiO2 nanofluid. Powder Technology, 2021, 379: 457–465.
[27] Barbés B., Páramo R., Blanco E., et al., Thermal conductivity and specific heat capacity measurements of Al2O3 nanofluids. Journal of Thermal Analysis and Calorimetry, 2012, 111(2): 1615–1625.
[28] O’hanley H., Buongiorno J., Mckrell T., et al., Measurement and model validation of nanofluid specific heat capacity with differential scanning calorimetry. Advances in Mechanical Engineering, 2015, 4: 1–6.
[29] Selvam C., Mohan L.D., Harish S., Thermal conductivity and specific heat capacity of water–ethylene glycol mixture-based nanofluids with graphene nanoplatelets. Journal of Thermal Analysis and Calorimetry, 2017, 129(2): 947–955.
[30] Liu L., Wang M., Liu Y., Experimental investigation on preparation and stability of Al2O3/CuO-water nanofluids. Proceedings of the 2015 Asia-Pacific Energy Equipment Engineering Research Conference, 2015, pp: 99–102. DOI: 10.2991/AP3ER-15.2015.24
[31] Sidik N.C., Jamil M.M., Japar W.M.A., et al., A review on preparation methods, stability and applications of hybrid nanofluids. Renewable & Sustainable Energy Reviews, 2017, 80: 1112–1122.
[32] Mahbubul I.M., Saidur R., Amalina M.A., et al., Effective ultrasonication process for better colloidal dispersion of nanofluid. Ultrasonics Sonochemistry, 2015, 26: 361–369.
[33] Sidik N.C., Adamu I.M., Jamil M.M., et al., Recent progress on hybrid nanofluids in heat transfer applications: A comprehensive review. International Communications in Heat and Mass Transfer, 2016, 78: 68–79.
[34] Tarafdar A., Sirohi R., Negi T., et al., Nanofluid research advances: Preparation, characteristics and applications in food processing. Food Research International, 2021, 150: 110751.
[35] Zhu H.T., Lin Y.S., Yin Y.S., A novel one-step chemical method for preparation of copper nanofluids. Journal of Colloid and Interface Science, 2004, 277(1): 100–103.
[36] Akilu S., Baheta A.T., Sharma K.V., et al., Experimental determination of nanofluid specific heat with SiO2 nanoparticles in different base fluids. In AIP Conference Proceedings, 2017, 1877: 090001.
[37] Li Z., Kalbasi R., Nguyen Q., et al., Effects of sonication duration and nanoparticles concentration on thermal conductivity of silica-ethylene glycol nanofluid under different temperatures: An experimental study. Powder Technology, 2020, 367: 464–473.
[38] Sarsam W.S., Amiri A., Kazi S.N., et al., Stability and thermophysical properties of non-covalently functionalized graphene nanoplatelets nanofluids. Energy Conversion and Management, 2016, 116: 101–111.
[39] Zhou F.J., Yang L., Sun L., et al., The preparation, stability and heat-collection efficiency of solar nanofluids. Journal of Thermal Analysis and Calorimetry, 2023, 148(3): 591–622.
[40] Wang Q.R., Yang L., Song J.Z., Preparation, thermal conductivity, and applications of nano-enhanced phase change materials (NEPCMs) in solar heat collection: A review. Journal of Energy Storage, 2023, 63: 107047.
[41] Chen X., Wu Y.T., Zhang L.D., et al., Experimental study on the specific heat and stability of molten salt nanofluids prepared by high-temperature melting. Solar Energy Materials and Solar Cells, 2018, 176: 42–48.
[42] Chieruzzi M., Cerritelli G.F., Miliozzi A., et al., Heat capacity of nanofluids for solar energy storage produced by dispersing oxide nanoparticles in nitrate salt mixture directly at high temperature. Solar Energy Materials and Solar Cells, 2017, 167: 60–69.
[43] Sang L., Ai W., Wu Y., et al., SiO2-ternary carbonate nanofluids prepared by mechanical mixing at high temperature: Enhanced specific heat capacity and thermal conductivity. Solar Energy Materials and Solar Cells, 2019, 203: 110193.
[44] Song W.L., Lu Y.W., Wu Y.T., et al., Effect of SiO2 nanoparticles on specific heat capacity of low- melting-point eutectic quaternary nitrate salt. Solar Energy Materials and Solar Cells, 2018, 179: 66–71.
[45] Mukherjee S., Chakrabarty S., Mishra P.C., et al., Transient heat transfer characteristics and process intensification with Al2O3-water and TiO2-water nanofluids: An experimental investigation. Chemical Engineering and Processing-Process Intensification, 2020, 150: 107887.
[46] Oliveira L.R., Silva A.C.A., Dantas N.O., et al., Thermophysical properties of TiO2-PVA/water nanofluids. International Journal of Heat and Mass Transfer, 2017, 115: 795–808.
[47] Shah J., Ranjan M., Sooraj K.P., et al., Surfactant prevented growth and enhanced thermophysical properties of CuO nanofluid. Journal of Molecular Liquids, 2019, 283: 550–557.
[48] Navarrete N., Hernández L., Vela A., et al., Influence of the production method on the thermophysical properties of high temperature molten salt-based nanofluids. Journal of Molecular Liquids, 2020, 302: 112570.
[49] Li X., Chen W., Zou C., An experimental study on β-cyclodextrin modified carbon nanotubes nanofluids for the direct absorption solar collector (DASC): Specific heat capacity and photo-thermal conversion performance. Solar Energy Materials and Solar Cells, 2020, 204: 110240.
[50] Kumaresan V., Velraj R., Experimental investigation of the thermo-physical properties of water-ethylene glycol mixture based CNT nanofluids. Thermochimica Acta, 2012, 545: 180–186.
[51] Shi T., Zhang M., Liu H., et al., Phase-change nanofluids based on n-octadecane emulsion and phosphorene nanosheets for enhancing solar photothermal energy conversion and heat transportation. Solar Energy Materials and Solar Cells, 2022, 248: 112016.
[52] Vajjha R.S., Das D.K., Specific heat measurement of three nanofluids and development of new correlations. Journal of Heat Transfer, 2009, 131(7): 071601.
[53] Murshed S.M.S., Determination of effective specific heat of nanofluids. Journal of Experimental Nanoscience, 2011, 6(5): 539–546.
[54] Alshahrani S., Jassim E.I., Ahmed F., et al., Performance and environment interactivity of concentric heat exchanger practicing TiO2 nanofluid and operated near heat capacity ratio of unity. Case Studies in Thermal Engineering, 2021, 28: 101702.
[55] Kulkarni D.P., Vajjha R.S., Das D.K., et al., Application of aluminum oxide nanofluids in diesel electric generator as jacket water coolant. Applied Thermal Engineering, 2008, 28(14): 1774–1781.
[56] Hamid K.A., Azmi W.H., Nabil M.F., et al., Experimental investigation of thermal conductivity and dynamic viscosity on nanoparticle mixture ratios of TiO2-SiO2 nanofluids. International Journal of Heat and Mass Transfer, 2018, 116: 1143–1152.
[57] Chen M., Zou C., Tang W., et al., Experimental and modeling studies of N-doped carbon quantum dot nanofluids for heat transfer systems. Diamond and Related Materials, 2022, 129: 109394.
[58] Wole-Osho I., Okonkwo E.C., Kavaz D., et al., An experimental investigation into the effect of particle mixture ratio on specific heat capacity and dynamic viscosity of Al2O3-ZnO hybrid nanofluids. Powder Technology, 2020, 363: 699–716.
[59] Andreu-Cabedo P., Mondragon R., Hernandez L., et al., Increment of specific heat capacity of solar salt with SiO2 nanoparticles. Nanoscale Research Letters, 2014, 9: 582.
[60] Chieruzzi M., Cerritelli G.F., Miliozzi A., et al., Heat capacity of nanofluids for solar energy storage produced by dispersing oxide nanoparticles in nitrate salt mixture directly at high temperature. Solar Energy Materials and Solar Cells, 2017, 167: 60–69.
[61] Ma M., Zhai Y., Yao P., et al., Synergistic mechanism of thermal conductivity enhancement and economic analysis of hybrid nanofluids. Powder Technology, 2020, 373: 702–715.
[62] Singh M., Phantsi T.D., Bond theory model to study cohesive energy, thermal expansion coefficient and specific heat of nanosolids. Chinese Journal of Physics, 2018, 56(6): 2948–2957.
[63] Sang L., Liu T., The enhanced specific heat capacity of ternary carbonates nanofluids with different nanoparticles. Solar Energy Materials and Solar Cells, 2017, 169: 297–303.
[64] Sekhar Y.R., Sharma K.V., Study of viscosity and specific heat capacity characteristics of water-based Al2O3 nanofluids at low particle concentrations. Journal of Experimental Nanoscience, 2013, 10(2): 86–102.
[65] Noraldeen S.F.M., Jin L., Zhou L., Size, interface and temperature effects on specific heat capacities of Cu-water nanofluid and Cu nanoparticle: A molecular analysis. Thermal Science and Engineering Progress, 2022, 27: 101157.
[66] Dudda B., Shin D., Effect of nanoparticle dispersion on specific heat capacity of a binary nitrate salt eutectic for concentrated solar power applications. International Journal of Thermal Sciences, 2013, 69: 37–42.
[67] Ho M.X., Pan C., Optimal concentration of alumina nanoparticles in molten Hitec salt to maximize its specific heat capacity. International Journal of Heat and Mass Transfer, 2014, 70: 174–184.
[68] Żyła G., Vallejo J.P., Lugo L., Isobaric heat capacity and density of ethylene glycol based nanofluids containing various nitride nanoparticle types: An experimental study. Journal of Molecular Liquids, 2018, 261: 530–539.
[69] Marcos M.A., Podolsky N.E., Cabaleiro D., et al., MWCNT in PEG-400 nanofluids for thermal applications: A chemical, physical and thermal approach. Journal of Molecular Liquids, 2019, 294: 111616.
[70] Tiznobaik H., Shin D., Enhanced specific heat capacity of high-temperature molten salt-based nanofluids. International Journal of Heat and Mass Transfer, 2013, 57(2): 542–548.
[71] Qiao G., Lasfargues M., Alexiadis A., et al., Simulation and experimental study of the specific heat capacity of molten salt based nanofluids. Applied Thermal Engineering, 2017, 111: 1517–1522.
[72] Shi T., Zhang M., Liu H., et al., Phase-change nanofluids based on n-octadecane emulsion and phosphorene nanosheets for enhancing solar photothermal energy conversion and heat transportation. Solar Energy Materials and Solar Cells, 2022, 248: 112016.
[73] He Q.B., Wang S.F., Tong M.W., et al., Experimental study on thermophysical properties of nanofluids as phase-change material (PCM) in low temperature cool storage. Energy Conversion and Management, 2012, 64: 199–205.
[74] Zhou S.Q., Ni R., Measurement of the specific heat capacity of water-based Al2O3 nanofluid. Applied Physics Letters, 2008, 92(9): 093123.
[75] Nieto De Castro C.A., Murshed S.M.S., Lourenço M.J.V., et al., Enhanced thermal conductivity and specific heat capacity of carbon nanotubes ionanofluids. International Journal of Thermal Sciences, 2012, 62: 34–39.
[76] Sedighi M., Mohebbi A., Investigation of nanoparticle aggregation effect on thermal properties of nanofluid by a combined equilibrium and non-equilibrium molecular dynamics simulation. Journal of Molecular Liquids, 2014, 197: 14–22.
[77] Elias M.M., Mahbubul I.M., Saidur R., et al., Experimental investigation on the thermo-physical properties of Al2O3 nanoparticles suspended in car radiator coolant. International Communications in Heat and Mass Transfer, 2014, 54: 48–53.
[78] Shin D., Banerjee D., Specific heat of nanofluids synthesized by dispersing alumina nanoparticles in alkali salt eutectic. International Journal of Heat and Mass Transfer, 2014, 74: 210–214.
[79] Shin D., Banerjee D., Enhanced specific heat capacity of nanomaterials synthesized by dispersing silica nanoparticles in eutectic mixtures. Journal of Heat Transfer, 2013, 135(3): 032801.
[80] Gamal M., Radwan M.S., Elgizawy I.G., et al., Thermophysical characterization on water and ethylene glycol/water-based MgO and ZnO nanofluids at elevated temperatures: An experimental investigation. Journal of Molecular Liquids, 2023, 369: 120867.
[81] Cabaleiro D., Gracia-Fernández C., Legido J.L., et al., Specific heat of metal oxide nanofluids at high concentrations for heat transfer. International Journal of Heat and Mass Transfer, 2015, 88: 872–879.
[82] Nieh H.M., Teng T.P., Yu C.C., Enhanced heat dissipation of a radiator using oxide nano-coolant. International Journal of Thermal Sciences, 2014, 77: 252–261.
[83] Jeong S., Jo B., Understanding mechanism of enhanced specific heat of single molten salt-based nanofluids: Comparison with acid-modified salt. Journal of Molecular Liquids, 2021, 336: 116561.
[84] Shin D., Tiznobaik H., Banerjee D., Specific heat mechanism of molten salt nanofluids. Applied Physics Letters, 2014, 104(12): 121914.
[85] El Far B., Rizvi S.M.M., Nayfeh Y., et al., Study of viscosity and heat capacity characteristics of molten salt nanofluids for thermal energy storage. Solar Energy Materials and Solar Cells, 2020, 210: 110503.
[86] Tiznobaik H., Shin D., Experimental validation of enhanced heat capacity of ionic liquid-based nanomaterial. Applied Physics Letters, 2013, 102(17): 173906.
[87] Rizvi S.M.M., Shin D., Mechanism of heat capacity enhancement in molten salt nanofluids. International Journal of Heat and Mass Transfer, 2020, 161: 120260.
[88] Wang R., Feng C., Zhang Z., et al., What quantity of charge on the nanoparticle can result in a hybrid morphology of the nanofluid and a higher thermal conductivity? Powder Technology, 2023, 422: 118443.
[89] Svobodova-Sedlackova A., Calderón A., Sanuy-Morell X., et al., Using statistical analysis to create a new database of Nanofluids’ specific heat capacity. Journal of Molecular Liquids, 2023, 369: 120847.
[90] Abdelrazik A.S., Sayed M.M., Omar A.M.A, et al., Potential of molecular dynamics in the simulation of nanofluids properties and stability. Journal of Molecular Liquids, 2023, 381: 121757.
[91] Carrillo-Berdugo I., Grau-Crespo R., Zorrilla D., et al., Interfacial molecular layering enhances specific heat of nanofluids: Evidence from molecular dynamics. Journal of Molecular Liquids, 2021, 325: 115217.
[92] Alade I.O., Rahman M.A., Saleh T.A., An approach to predict the isobaric specific heat capacity of nitrides/ethylene glycol-based nanofluids using support vector regression. Journal of Energy Storage, 2020, 29: 101313.
[93] Jamei M., Karbasi M., Adewale Olumegbon I., et al., Specific heat capacity of molten salt-based nanofluids in solar thermal applications: A paradigm of two modern ensemble machine learning methods. Journal of Molecular Liquids, 2021, 335: 116434.
[94] Alade I.O., Abd Rahman M.A., Saleh T.A., Modeling and prediction of the specific heat capacity of Al2O3/water nanofluids using hybrid genetic algorithm/support vector regression model. Nano-Structures & Nano-Objects, 2019, 17: 103–111.
[95] Alade I.O., Abd Rahman M.A., Abbas Z., et al., Application of support vector regression and artificial neural network for prediction of specific heat capacity of aqueous nanofluids of copper oxide. Solar Energy, 2020, 197: 485–490.
[96] Said Z., Sharma P., Elavarasan R.M., et al., Exploring the specific heat capacity of water-based hybrid nanofluids for solar energy applications: A comparative evaluation of modern ensemble machine learning techniques. Journal of Energy Storage, 2022, 54: 105230.
[97] Jamei M., Ahmadianfar I., Olumegbon I.A., et al., On the assessment of specific heat capacity of nanofluids for solar energy applications: Application of Gaussian process regression (GPR) approach. Journal of Energy Storage, 2021, 33: 102067.
[98] Hemmat Esfe M., Motallebi S.M., Four objective optimization of aluminum nanoparticles/oil, focusing on thermo-physical properties optimization. Powder Technology, 2019, 356: 832–846.
[99] Jafari K., Fatemi M.H., A new approach to model isobaric heat capacity and density of some nitride-based nanofluids using Monte Carlo method. Advanced Powder Technology, 2020, 31(7): 3018–3027.
[100] Hassan M.A., Banerjee D., A soft computing approach for estimating the specific heat capacity of molten salt-based nanofluids. Journal of Molecular Liquids, 2019, 281: 365–375.
[101] Alade I.O., Abd Rahman M.A., Saleh T.A., Predicting the specific heat capacity of alumina/ethylene glycol nanofluids using support vector regression model optimized with Bayesian algorithm. Solar Energy, 2019, 183: 74–82.
[102] Seawram S., Nimmanterdwong P., Sema T., et al., Specific heat capacity prediction of hybrid nanofluid using artificial neural network and its heat transfer application. Energy Reports, 2022, 8: 8–15.
[103] Moldoveanu G.M., Minea A.A., Specific heat experimental tests of simple and hybrid oxide-water nanofluids: Proposing new correlation. Journal of Molecular Liquids, 2019, 279: 299–305.
[104] Jin L., Noraldeen S.F.M., Zhou L., et al., Molecular study on the role of solid/liquid interface in specific heat capacity of thin nanofluid film with different configurations. Fluid Phase Equilibria, 2021, 548: 113188.
