A numerical and statistical analysis of the unsteady ternary hybrid nanofluid flow and heat transfer over a generalized stretching/shrinking wall
Nur Syahirah Wahid
Department of Mathematics and Statistics, Faculty of Science, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
Search for more papers by this authorCorresponding Author
Natalia C. Roşca
Department of Mathematics, Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania
Correspondence
Natalia C. Roşca, Department of Mathematics, Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania.
Email: [email protected]
Search for more papers by this authorAlin V. Roşca
Department of Statistics-Forecasts-Mathematics, Faculty of Economics and Business Administration, Babeş-Bolyai University, Cluj-Napoca, Romania
Search for more papers by this authorIoan Pop
Department of Mathematics, Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania
Search for more papers by this authorNur Syahirah Wahid
Department of Mathematics and Statistics, Faculty of Science, Universiti Putra Malaysia, Serdang, Selangor, Malaysia
Search for more papers by this authorCorresponding Author
Natalia C. Roşca
Department of Mathematics, Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania
Correspondence
Natalia C. Roşca, Department of Mathematics, Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania.
Email: [email protected]
Search for more papers by this authorAlin V. Roşca
Department of Statistics-Forecasts-Mathematics, Faculty of Economics and Business Administration, Babeş-Bolyai University, Cluj-Napoca, Romania
Search for more papers by this authorIoan Pop
Department of Mathematics, Faculty of Mathematics and Computer Science, Babeş-Bolyai University, Cluj-Napoca, Romania
Search for more papers by this authorAbstract
This study analyzes unsteady ternary hybrid nanofluid flow and heat transfer over a generalized stretching/shrinking wall using both analytical and numerical methods. By applying similarity transformations, the governing nonlinear partial differential equations are reduced to a system of ordinary differential equations, which are numerically solved using the MATLAB bvp4c function. We find that the system exhibits two solution branches—an upper and a lower—within certain parameter ranges. A detailed stability analysis is conducted to determine the stability of these solutions. Additionally, the study presents analytical solutions for specific cases, which are relevant to heat exchangers in low-velocity environments. Next, MINITAB software is used to statistically model the interactions of the parameters and assess their impact on the heat transfer performance (measured through the local Nusselt number), identifying low, medium, or strong effects through regression analysis. Finally, a sensitivity analysis is performed on the regression function obtained in MINITAB, focusing on key input parameters. To the best of our knowledge, this study is novel, as no previous work has explored this problem, making both the analytical and numerical results original.
CONFLICT OF INTEREST STATEMENT
None of the authors have a conflict of interest to disclose.
REFERENCES
- 1Choi, S.U.S., Eastman, J.A.: Enhancing thermal conductivity of fluids with nanoparticles. ASME Fluids Eng. Div. 231, 99–106 (1995)
- 2Gorla, R.S.R., Chamkha, A.: Natural convective boundary layer flow over a horizontal plate embedded in a porous medium saturated with a nanofluid. Transp. Porous Med. 02, 62–71 (2011). https://doi.org/10.4236/jmp.2011.22011
10.4236/jmp.2011.22011 Google Scholar
- 3Gorla, R.S.R., Chamkha, A.J., Rashad, A.M.: Mixed convective boundary layer flow over a vertical wedge embedded in a porous medium saturated with a nanofluid: Natural Convection Dominated Regime. Nanoscale Res. Lett. 6, 207 (2011). https://doi.org/10.1186/1556-276X-6-207
- 4Bachok, N., Ishak, A., Pop, I.: Flow and heat transfer characteristics on a moving plate in a nanofluid. Int. J. Heat Mass Transfer 55, 642–648 (2012). https://doi.org/10.1016/j.ijheatmasstransfer.2011.10.047
- 5Ariffin, N.M., Arifin, N.M., Bachok, N.: Radiation effects on MHD marangoni boundary layer flow past a flat plate in nanofluid with permeable surface. Adv. Appl. Fluid Mech. 20, 407–420 (2017). https://doi.org/10.17654/FM020030407
10.17654/FM020030407 Google Scholar
- 6Gangadhar, K., Kumari, M.A., Chamkha, A.J.: EMHD flow of radiative second-grade nanofluid over a riga plate due to convective heating: Revised Buongiorno's Nanofluid Model. Arab J. Sci. Eng. 47, 8093–8103 (2022). https://doi.org/10.1007/s13369-021-06092-7
- 7Huminic, G., Huminic, A.: Hybrid nanofluids for heat transfer applications—A state-of-the-art review. Int. J. Heat Mass Transf. 125, 82–103 (2018). https://doi.org/10.1016/j.ijheatmasstransfer.2018.04.059
- 8Rafique, K., Mahmood, Z., Alqahtani, A.M., Elsiddieg, A.M.A., Khan, U., Deebani, W., Shutaywi, M.: Impacts of thermal radiation with nanoparticle aggregation and variable viscosity on unsteady bidirectional rotating stagnation point flow of nanofluid. Mater. Today Commun. 36, 106735 (2023). https://doi.org/10.1016/j.mtcomm.2023.106735
- 9Yasir, M., Khan, M., Alqahtani, A.S., Malik, M.Y.: Numerical study of axisymmetric hybrid nanofluid MgO-Ag/H2O flow with non-uniform heat source/sink. Alex. Eng. J. 75, 439–446 (2023). https://doi.org/10.1016/j.aej.2023.05.062
- 10Sreedevi, P., Reddy, P.S.: Entropy generation and heat transfer analysis of alumina and carbon nanotubes based hybrid nanofluid inside a cavity. Phys. Scr. 96, 085210 (2021). https://doi.org/10.1088/1402-4896/ac0077
- 11Reddy, P.S., Sreedevi, P., Reddy, V.N.: Entropy generation and heat transfer analysis of magnetic nanofluid flow inside a square cavity filled with carbon nanotubes. Chem. Thermodyn. Therm. Anal. 6, 100045 (2022). https://doi.org/10.1016/j.ctta.2022.100045
10.1016/j.ctta.2022.100045 Google Scholar
- 12Sreedevi, P., Sudarsana Reddy, P., Chamkha, A.J.: Entropy and heat transfer analysis of magnetic hybrid nanofluid inside a porous square cavity with thermal radiation. Special Topics Rev. Porous Media 16(2), 59–94 (2025). https://doi.org/10.1615/SpecialTopicsRevPorousMedia.2024048494
10.1615/SpecialTopicsRevPorousMedia.2024048494 Google Scholar
- 13Rabby, M.I.I., Uddin, M.W., Hassan, N.M.S., Al Nur, M., Uddin, R., Istiaque, S., Mahmud Abir, M.M.: Recent progresses in tri-hybrid nanofluids: A comprehensive review on preparation, stability, thermo-hydraulic properties, and applications. J. Mol. Liq. 408, 125257 (2024). https://doi.org/10.1016/j.molliq.2024.125257
- 14Priyadharshini, P., Archana, M.V., Shah, N.A., Alshehri, M.H.: Ternary hybrid nanofluid flow emerging on a symmetrically stretching sheet optimization with machine learning prediction scheme. Symmetry 15, 1225 (2023). https://doi.org/10.3390/sym15061225
- 15Riaz, S., Afzaal, M.F., Wang, Z., Jan, A., Farooq, U.: Numerical heat transfer of non-similar ternary hybrid nanofluid flow over linearly stretching surface. Numer. Heat Transf.; A: Appl. 1–15 (2023). https://doi.org/10.1080/10407782.2023.2251093
- 16Wahid, N.S., Arifin, N.M., Yahaya, R.I., Khashi'ie, N.S., Pop, I.: Impact of suction and thermal radiation on unsteady ternary hybrid nanofluid flow over a biaxial shrinking sheet. Alex. Eng. J. 96, 132–141 (2024). https://doi.org/10.1016/j.aej.2024.03.079
- 17Wahid, N.S., Zamri, N.E., Jamaludin, S.Z.M., Norzawary, N.H.A., Kasihmuddin, M.S.M., Mansor, M.A., Arifin, N.M., Pop, I.: Melting ternary hybrid nanofluid stagnation point flow with velocity slip past a stretching/shrinking sheet: Numerical simulation and validation via P2SATRA. Alex. Eng. J. 112, 74–83 (2025). https://doi.org/10.1016/j.aej.2024.10.082
- 18Yahaya, R.I., Mustafa, M.S., Md Arifin, N., Md Ali, F., Mohamed Isa, S.S.P.: Response surface methodology on MHD stagnation-point flow of ternary hybrid nanofluid over a permeable radially shrinking disk. Numer. Heat Transf.; A: Appl. 1–29 (2024). https://doi.org/10.1080/10407782.2024.2318000
- 19Al Ruwaili, S.G., Raju, S.S.K., Kumar, M.D., Al Mukahal, F.H.H.: Heat transfer analysis for 3d ternary hybrid nanofluid flow with MHD and non-fourier flux impact over a linearly stretching surface: Response surface optimization. Case Stud. Therm. Eng. 55, 104095 (2024). https://doi.org/10.1016/j.csite.2024.104095
- 20Hussain, Z., Aljuaydi, F., Ayaz, M., Islam, S.: Enhancing thermal efficiency in MHD kerosene oil-based ternary hybrid nanofluid flow over a stretching sheet with convective boundary conditions. Results Eng. 22, 102151 (2024). https://doi.org/10.1016/j.rineng.2024.102151
- 21Usafzai, W.K., Aly, E.H.: Exact multiple solutions of 2-D bidirectional moving plate micropolar hybrid nanofluid flow with heat transfer. Chin. J. Phys. 80, 414–426 (2022). https://doi.org/10.1016/j.cjph.2022.10.009
- 22Alharbi, K.A.M., Ahmed, A.E.-S., Ould Sidi, M., Ahammad, N.A., Mohamed, A., El-Shorbagy, M.A., Bilal, M., Marzouki, R.: Computational valuation of darcy ternary-hybrid nanofluid flow across an extending cylinder with induction effects. Micromachines 13, 588 (2022). https://doi.org/10.3390/mi13040588
- 23Manjunatha, S., Puneeth, V., Gireesha, B.J., Chamkha, A.J.: Theoretical study of convective heat transfer in ternary nanofluid flowing past a stretching sheet. J. Appl. Comput. Mech. 8, 1279–1286 (2022). https://doi.org/10.22055/jacm.2021.37698.3067
- 24Jakeer, S., Reddy, S.R.R., Rashad, A.M., Lakshmi Rupa, M., Manjula, C.: Nonlinear analysis of Darcy-Forchheimer flow in EMHD ternary hybrid nanofluid (Cu-CNT-Ti/water) with radiation effect. Forces Mech. 10, 100177 (2023). https://doi.org/10.1016/j.finmec.2023.100177
- 25Mahmood, Z., Eldin, S.M., Rafique, K., Khan, U.: Numerical analysis of MHD tri-hybrid nanofluid over a nonlinear stretching/shrinking sheet with heat generation/absorption and slip conditions. Alex. Eng. J. 76, 799–819 (2023). https://doi.org/10.1016/j.aej.2023.06.081
- 26Daba, M., Devaraj, P.: Unsteady boundary layer flow of a nanofluid over a stretching sheet with variable fluid properties in the presence of thermal radiation. Thermophys. Aeromech. 23, 403–413 (2016). https://doi.org/10.1134/S0869864316030100
- 27Merkin, J.H.: On dual solutions occurring in mixed convection in a porous medium. J. Eng. Math. 20, 171–179 (1986). https://doi.org/10.1007/BF00042775
- 28Weidman, P.D., Kubitschek, D.G., Davis, A.M.J.: The effect of transpiration on self-similar boundary layer flow over moving surfaces. Int. J. Eng. Sci. 44, 730–737 (2006). https://doi.org/10.1016/j.ijengsci.2006.04.005
- 29Roşca, A.V., Roşca, N.C., Pop, I.: Mixed convection stagnation point flow of a hybrid nanofluid past a vertical flat plate with a second order velocity model. Int. J. Numer. Methods Heat Fluid Flow 31, 75–91 (2021). https://doi.org/10.1108/HFF-03-2020-0152
- 30Harris, S.D., Ingham, D.B., Pop, I.: Mixed convection boundary-layer flow near the stagnation point on a vertical surface in a porous medium: Brinkman model with slip. Transp. Porous Med. 77, 267–285 (2009). https://doi.org/10.1007/s11242-008-9309-6
- 31Usafzai, W.K., Pop, I., Revnic, C.: Dual solutions for the two-dimension copper oxide with silver (CuO–Αg) and zinc oxide with silver (ΖnO–Αg) hybrid nanofluid flow past a permeable shrinking sheet in a dusty fluid with velocity slip. Int. J. Numer. Methods Heat Fluid Flow 34, 259–279 (2024). https://doi.org/10.1108/HFF-08-2023-0473
10.1108/HFF-08-2023-0473 Google Scholar
- 32Wang, C.Y.: Free convection on a vertical stretching surface. Z. Angew. Math. Mech. 69, 418–420 (1989). https://doi.org/10.1002/zamm.19890691115
- 33Khan, W.A., Pop, I.: Boundary-layer flow of a nanofluid past a stretching sheet. Int. J. Heat Mass Transf. 53, 2477–2483 (2010). https://doi.org/10.1016/j.ijheatmasstransfer.2010.01.032
- 34Devi, S.U., Devi, S.A.: Heat transfer enhancement of Cu-Al2O3/water hybrid nanofluid flow over a stretching sheet. J. Nigerian Math. Soc. 36, 419–433 (2017)
- 35Waini, I., Ishak, A., Pop, I.: Unsteady flow and heat transfer past a stretching/shrinking sheet in a hybrid nanofluid. Int. J. Heat Mass Transf. 136, 288–297 (2019). https://doi.org/10.1016/j.ijheatmasstransfer.2019.02.101