Radiative heat transfer and entropy generation in MHD Williamson hybrid nanofluid flow over a Darcy–Forchheimer medium with heat source
Source abstract
Abstract
Entropy generation (EG) analysis is a fundamental tool for evaluating irreversibility and thermodynamic efficiency in hybrid nanofluid (HNF) flows, as it quantifies energy losses arising from heat transfer and fluid friction. It enables the identification of dominant sources of irreversibility and the determination of optimal operating conditions. Consequently, EG analysis plays a crucial role in enhancing heat transfer performance while minimizing thermodynamic losses in advanced thermal systems. In this study, we have analyzed EG in magnetohydrodynamic Williamson HNF flow with characteristics of transfer of heat over a permeable stretched sheet along with Darcy Forchheimer effects. The impacts of radiation, dissipation, and heat source are accounted in the expression of thermal energy. The relation for concentration is reported by taking the influence of chemical reaction. The HNF is constructed by suspending copper [Formula: see text] and aluminum oxide [Formula: see text] nanoparticle into water-based Williamson liquid. For modeling of EG thermodynamics, second law is utilized. Formulation resulted system of partial differential equations (PDEs). To obtain ordinary differential equations (ODEs) from PDEs, similarity transformations are utilized. ODEs are solved via NDSolve code in Mathematica. The various variables effect on flow velocity, Bejan number, concentration, temperature, and EG are graphically studied. Engineering quantities are scrutinized numerically. The results indicate that as the magnetic variable increases, the temperature also rises. In contrast, an increase in the Prandtl number leads to a decrease in temperature. When both the magnetic parameter and porosity increase, the velocity field of the hybrid nanofluid decreases. The concentration field declines with an enhancement in both the chemical reaction and the Schmidt number. Improvements in EG are observed with higher values of diffusion, the temperature difference ratio, and Brinkman variables. The Bejan number increases with rising diffusion and temperature difference ratio, but it decreases with higher Brinkman variable values.
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Research context
OpenAlex topics: Nanofluid Flow and Heat Transfer · Fluid Dynamics and Vibration Analysis · Heat Transfer and Optimization
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
References (60)
Show source-provided references
1. Ye L, Guo H, Zhu Y, Jiang P. Large eddy simulation of film cooling flow from diffusion slot hole with crossflow coolant configuration. Phys Fluids. 2023;35(5):055101.10.1063/5.0206916 ↗
2. Liu, J., Ma, C., Li, M., He, J., Hua, C., Wang, L.,... Zhou, Y. (2026). Physics-informed hybrid digital twin framework integrating fractal contact modeling and edge-cloud artificial intelligence for dynamic thermal contact conductance prediction. Inter J Heat Mass Transfer 264:128736. https://doi.org/10.1016/j.ijheatmasstransfer.2026.12873610.1016/j.ijheatmasstransfer.2026.128736 ↗
3. Nasr S, Dinarvand S, Tamim H, Gherieb S, Kezzar M, Noeiaghdam S, et al. Modeling of EMHD ternary hybrid Williamson nanofluid flow over a stretching sheet with temperature jump and magnetic induction. Numer Heat Transfer B Fundam. 2026. https://doi.org/10.1080/10407790.2024.2384076.10.1080/10407790.2024.2384076 ↗
4. Yahya AU, Salamat N, Huang W-H, Siddique I, Abdal S, Hussain S. Thermal characteristics for the flow of Williamson hybrid nanofluid (MoS2 + ZnO) based with engine oil over a streched sheet. Case Stud Therm Eng. 2021;26:101196.10.1016/j.csite.2021.101196 ↗
5. Jamshed W, Devi SU, Nisar KS. Single phase based study of Ag-Cu/EO Williamson hybrid nanofluid flow over a stretching surface with shape factor. Phys Scr. 2021;96(6):065202.10.1088/1402-4896/abecc0 ↗
6. Vinodkumar Reddy M, Ajithkumar M, Zafar SSB, Faizan M, Ali F, Lakshminarayana P. Magnetohydrodynamic stagnation point flow of Williamson hybrid nanofluid via stretching sheet in a porous medium with heat source and chemical reaction. Proc Inst Mech Eng E J Process Mech Eng. 2024. https://doi.org/10.1177/09544089241239583.10.1177/09544089241239583 ↗
7. Sharma D, Chandel S. Comparative analysis of non-newtonian fluids over an exponentially stretching sheet with convective boundaries. ZAMM - J Appl Math Mech / Zeitschrift für Angewandte Mathematik und Mechanik. 2024;104(11):e202300904.10.1002/zamm.202300904 ↗
8. Chandel S, Sharma D. Ternary nanofluid dynamics in stagnated flow with exponential heat and inclined magnetic field: Applications in advanced cooling and aerospace system. Int J Heat Fluid Flow. 2024;109:109508.10.1016/j.ijheatfluidflow.2024.109508 ↗
9. Mumtaz M, Islam S, Aljuaydi F. Optimization of thermal performance in ternary nanofluids dynamics on curved surface through employment of active and passive strategies. Numer Heat Transf, Part A: Appl. 2026;87(1):2369926.10.1080/10407782.2024.2369926 ↗
10. Mumtaz M, Islam S, Ullah H, Shah Z. Chemically reactive MHD convective flow and heat transfer performance of ternary hybrid nanofluid past a curved stretching sheet. J Mol Liq. 2023;390:123179.10.1016/j.molliq.2023.123179 ↗
11. Mumtaz M. Hydrothermal dynamics of darcy Forchheimer ternary hybrid nanofluid flow past bended surface with active—passive controls. Adv Mech Eng. 2024;16(10):16878132241293958.10.1177/16878132241293958 ↗
12. Hussain SM. Entropy generation and thermal performance of Williamson hybrid nanofluid flow used in solar aircraft application as the main coolant in parabolic trough solar collector. Waves Random Complex Media. 2025;35(5):9930–63.10.1080/17455030.2022.2110624 ↗
13. Sagheer S, Razzaq R, Farooq U. Non-similar analysis of heat generation and thermal radiation on Eyring-Powell Hybrid nanofluid flow across a stretching surface. Adv Mech Eng. 2024;16(10):16878132241282562.10.1177/16878132241282562 ↗
14. Sagheer S, Razzaq R, Vafai K. Local non-similar solutions for EMHD nanofluid flow with radiation and variable heat flux along a stretching sheet. Numer Heat Transf, Part A: Appl. 2024;85(22):3923–40.10.1080/10407782.2024.2360082 ↗
15. Sagheer S, Farooq U, Hussain M. Non-similar investigation of enhanced thermal efficiency of Maxwell based hybrid nanofluid (MoS2+ZnO) across a linearly stretched surface. J Magn Magn Mater. 2023;565:170285.10.1016/j.jmmm.2022.170285 ↗
16. Mumtaz M, Islam S, Ullah H, Dawar A, Shah Z. A numerical approach to radiative ternary nanofluid flow on curved geometry with porous media and multiple slip constraints. ZAMM - J Appl Math Mech / Zeitschrift für Angewandte Mathematik und Mechanik. 2024;104(10):e202300914.10.1002/zamm.202300914 ↗
17. Mumtaz M, Islam S, Ullah H, Dawar A, Shah Z. A semi-analytical strategy for mixed convection non-Newtonian nanofluid flow on a stretching surface using Cattaneo-Christov model. Adv Mech Eng. 2024;16(4):16878132241245832.10.1177/16878132241245833 ↗
18. Thakur A, Sood S, Sharma D. Mixed convective flow of tri-hybrid nanofluid TiO2–Al2O3–SiO2/H2O past a variably thicked stretching sheet with Newtonian heating. J Nanofluids. 2023;12(7):1782–93.10.1166/jon.2023.2064 ↗
19. Sharma D, Sood S, Thakur A, Prasad S. Numerical analysis of Williamson-Micropolar ternary nanofluid flow through porous rotatory surface. J Nanofluids. 2023;12(8):2234–344.10.1166/jon.2023.2092 ↗
20. Prasad S, Sood S, Chandel S, Sharma D. Impacts of thermal radiation and viscous dissipation on the boundary layer flow of ferrofluid past a non-flat stretching sheet in a permeable medium: darcy-forchheimer’s model. Indian J Sci Technol. 2024;17:990–1002.10.17485/IJST/v17i11.3027 ↗
21. Razzaq R, Sagheer S, Farooq U. Local non-similar solutions of magnetohydrodynamic Casson nanofluid flow over a non-linear inclined surface with thermal radiation and heat generation effects: a utilization of up to third truncation. J Porous Media. 2024;27(6):67–83.10.1615/JPorMedia.2023049654 ↗
22. Chen, Z., Li, X., Chen, L., Huang, N., Liu, L., Du, P.,... Qiu, H. Parametric study and thermal-dynamic analysis on angles of leading bifurcations in double-layer microchannel heat sinks with nested impacting jet structure. Inter Commun Heat Mass Trans 2026;175:110945. https://doi.org/10.1016/j.icheatmasstransfer.2026.11094510.1016/j.icheatmasstransfer.2026.110945 ↗
23. Bai X, Zheng Z, Liu C, Nakayama A. An exact solution based on a three-energy equation model for gaseous transpiration cooling through a Bi-disperse porous medium. ASME J Heat Mass Transfer. 2025. https://doi.org/10.1115/1.4067610.10.1115/1.4067610 ↗
24. Dinarvand S, Nademi Rostami M, Dinarvand R, Pop I. Improvement of drug delivery micro-circulatory system with a novel pattern of CuO-Cu/blood hybrid nanofluid flow towards a porous stretching sheet. Int J Numer Meth Heat Fluid Flow. 2019;29(11):4408–29.10.1108/HFF-01-2019-0083 ↗
25. Venkateswarlu B, Satya Narayana PV. Cu-Al2O3/H2O hybrid nanofluid flow past a porous stretching sheet due to temperatue-dependent viscosity and viscous dissipation. Heat Transfer. 2021;50(1):432–49.10.1002/htj.21884 ↗
26. Nabwey HA, Mahdy A. Transient flow of micropolar dusty hybrid nanofluid loaded with Fe3O4-Ag nanoparticles through a porous stretching sheet. Res Phys. 2021;21:103777.
27. Khan U, Zaib A, Ishak A, Pop I. Hybrid nanofluid flow past an unsteady porous stretching/shrinking sheet with Newtonian heating in a porous medium. J Porous Media. 2022;25(5):77–91.10.1615/JPorMedia.2022040637 ↗
28. Kayalvizhi J, Vijaya Kumar AG. Entropy analysis of EMHD hybrid nanofluid stagnation point flow over a porous stretching sheet with melting heat transfer in the presence of thermal radiation. Energies. 2022;15(21):8317.10.3390/en15218317 ↗
29. Joshi M, Reddy G. Consideration of Ag-MgO nanoparticles into a free bio-convective flow in hybrid nanofluid generated along the porous medium. CFD Lett. 2025;17:212–22.10.37934/cfdl.17.9.212222 ↗
30. Mishra NK, Anwar S, Kumam P, Seangwattana T, Bilal M, Saeed A. Numerical investigation of chemically reacting jet flow of hybrid nanofluid under the significances of bio-active mixers and chemical reaction. Heliyon. 2023. https://doi.org/10.1016/j.heliyon.2023.e17678.10.1016/j.heliyon.2023.e17678 ↗
31. Hussain Z, Muhammad S, Anwar MS. Effects of first-order chemical reaction and melting heat on hybrid nanoliquid flow over a nonlinear stretched curved surface with shape factors. Adv Mech Eng. 2021;13(4):1687814021999526.10.1177/1687814021999526 ↗
32. Awais M, Ahmad S, Junaid MS, Ramzan M, Almehizia AA, Zen AA. An exhaustive examination of the thermal and mechanical properties of nanofluids containing graphene oxide nanoparticles through the utilization of artificial neural network. Neural Comput Appl. 2025;37(24):19839–66.10.1007/s00521-025-11428-7 ↗
33. Aslam MN, Ali A, Junaid MS, Saeed ST, Almehizia AA, Merga FE. Machine learning-assisted thermal analysis of propylene glycol nanofluid with dual flux and bioconvection over a Riga plate. Sci Rep. 2025;15(1):35327.10.1038/s41598-025-19327-6 ↗
34. Aslam MN, Junaid MS, Saeed ST, Zhang J, Almehizia AA. Analysis of MHD Williamson hybrid nanofluid flow with Cattaneo-Christov heat flux over a stretching cylinder: An artificial intelligence approach. ZAMM - J Appl Math Mech / Zeitschrift für Angewandte Mathematik und Mechanik. 2025;105(10):e70244.10.1002/zamm.70244 ↗
35. Reddy GVR, Kezzar M, Rashid FL, Sari MR, Sadeq AM, Mahariq I. Thermally radiative MHD Casson nanofluid flow over a stretching sheet with viscous and OHMIC dissipation: ANNs approach. J Mech Sci Technol. 2025;39(11):7171–84.10.1007/s12206-025-1054-z ↗
36. Reddy GVR, Ganteda C, Naseem M, Qureshi MA, Jamshed W, Eid MR, et al. Investigating the impact of thermal radiation, induced magnetic force, and convective boundary condition on MHD nanofluid flows. J Radiat Res Appl Sci. 2025;18(3):101572.
37. Sakkaravarthi K, Bala Anki Reddy P. Non-linear thermal radiation and entropy generation on MHD Casson and Williamson hybrid nanofluids across a curved stretching sheet with Cattaneo-Christov heat flux model. Radiat Eff Defects Solids. 2024;179(3–4):386–420.10.1080/10420150.2023.2283840 ↗
38. Hussain SM. Dynamics of radiative Williamson hybrid nanofluid with entropy generation: significance in solar aircraft. Sci Rep. 2022;12(1):8916.10.1038/s41598-022-13086-4 ↗
39. Khan MN, Ahmad S, Wang Z, Fadhl BM, Irshad K, Eldin SM, et al. Enhancement in the efficiency of heat recovery in a Williamson hybrid nanofluid over a vertically thin needle with entropy generation. Heliyon. 2023;9(7):e17665.10.1016/j.heliyon.2023.e17665 ↗
40. Rasool G, Zhang T, Chamkha AJ, Shafiq A, Tlili I, Shahzadi G. Entropy generation and consequences of binary chemical reaction on MHD Darcy-Forchheimer Williamson nanofluid flow over non-linearly stretching surface. Entropy. 2020;22(1):18.10.3390/e22010018 ↗
41. Ullah A, Shah Z, Kumam P, Ayaz M, Islam S, Jameel M. Viscoelastic MHD nanofluid thin film flow over an unsteady vertical stretching sheet with entropy generation. Processes. 2019;7(5):262.10.3390/pr7050262 ↗
42. Nandi S, Vajravelu K. Analysis of entropy generation in Carreau ternary hybrid nanofluid flow over a stretching sheet. Numer Heat Transf, Part A: Appl. 2024;85(19):3209–33.10.1080/10407782.2023.2233730 ↗
43. Sahoo R, Swain B, Dev A. Impact of viscous dissipation, porosity and heat source on MHD flow, thermal performance and entropy generation in Cu and TiO2 water-based Williamson nanofluids over a nonuniformly stretching surface. J Braz Soc Mech Sci Eng. 2025;48:38.10.1007/s40430-025-06082-y ↗
44. Nadeem M, Franco AT, Siddique I, Khan R, Kraiem H, Abduvalieva D, et al. Entropy generation analysis on viscoelastic hybrid nanofluid flow between coaxial pipes with Darcy-Forchheimer impact: an application of drilling fluid. J Braz Soc Mech Sci Eng. 2026;48(3):201.10.1007/s40430-025-06174-9 ↗
45. Noranuar WNN, Mohamad AQ, Zulkiflee F, Jiann LY, Shafie S, Rawi NA, Vieru, Dumitru, Khan, Ilyas. Integrating hybrid nanofluid on bioconvection flow for a Brinkman type fluid in channel. J Quality Measur Anal. 2025;21(2):259–76.10.17576/jqma.2102.2025.17 ↗
46. Noranuar WNN, Zulkiflee F, Amin WNZ, Mohamad AQ, Mahat R, Shafie S, et al. Rotating Brinkman hybrid nanofluid through an accelerated disk. J Quality Measur Anal. 2025;21(2):245–58.10.17576/jqma.2102.2025.16 ↗
47. Rahman MU, Khan MI, Haq F, Hayat T. Mathematical modeling and theoretical analysis of second-grade nanomaterial with entropy optimization. Iran J Sci Technol, Trans A: Sci. 2019;43(5):2713–23.10.1007/s40995-019-00749-7 ↗
48. Rahman MU, Khan MI, Haq F, Hayat T, Khan MI. A shear flow investigation for incompressible second grade nanomaterial: derivation and analytical solution of model. Physica A. 2020;553:124261.10.1016/j.physa.2020.124261 ↗
49. Rahman MU, Haq F, Abduvalieva D. Mixed convection flow of radiated Sutterby nanofluid by stretchable cylinder with irreversibility and heat generation. Proc Inst Mech Eng, Part N: J Nanomater, Nanoeng Nanosyst. 2024. https://doi.org/10.1177/23977914231223820.10.1177/23977914231223820 ↗
50. Haq F, Ali E, Hussain S. Optimization of the cropping pattern in central Yasin district Ghizer, Gilgit-Baltistan. J Mt Area Res. 2020;5:10–8.10.53874/jmar.v5i0.65 ↗
51. Devi MP, Rao MA, Krishnaveni B, Srinivasulu V, Sombabu A, Ramana Reddy RGV. Effect of melting heat and activation energy on MHD Williamson fluid flow over parabolic and plane surfaces: a numerical approach. Malays J Math Sci. 2025;19(3):811–35.
52. Nasr S, Dinarvand S, Tamim H, Gherieb S, Kezzar M, Noeiaghdam S, et al. Modeling of EMHD ternary hybrid Williamson nanofluid flow over a stretching sheet with temperature jump and magnetic induction. Numer Heat Transf, Part B: Fundam. 2026;87(1):2384076.10.1080/10407790.2024.2384076 ↗
53. Alhowaity A, Hamam H, Bilal M, Ali A. Numerical study of Williamson hybrid nanofluid flow with thermal characteristics past over an extending surface. Heat Transfer. 2022;51(7):6641–55.10.1002/htj.22616 ↗
54. Almaneea A. Numerical study on heat and mass transport enhancement in MHD Williamson fluid via hybrid nanoparticles. Alex Eng J. 2022;61(10):8343–54.10.1016/j.aej.2022.01.041 ↗
55. Riley KF, Hobson MP, Bence SJ. Mathematical methods for physics and engineering: a comprehensive guide. 3rd ed. Cambridge: Cambridge University Press; 2006.10.1017/CBO9780511810763 ↗
56. Wellin PR, Gaylord RJ, Kamin SN. An introduction to programming with mathematica. 3rd ed. Cambridge: Cambridge University Press; 2005.10.1017/CBO9780511801303 ↗
57. Waini I, Ishak A, Pop I. Unsteady flow and heat transfer past a stretching/shrinking sheet in a hybrid nanofluid. Int J Heat Mass Transf. 2019;136:288–97.10.1016/j.ijheatmasstransfer.2019.02.101 ↗
58. Devi SPA, Devi SSU. Numerical investigation of hydromagnetic hybrid Cu – Al2O3/water nanofluid flow over a permeable stretching sheet with suction. Int J Nonlinear Sci Numer Simul. 2016;17(5):249–57.10.1515/ijnsns-2016-0037 ↗
59. Gu, Z., Zhang, C., Cao, X., Li, P., Liu, L.,... Li, Z. (2026). Mechanistic insights into flue gas-assisted steam flooding: regulation of heat-mass transfer, energy allocation, and carbon mitigation in heavy oil reservoirs. Energy Conversion and Management, 364, 121678. doi: https://doi.org/10.1016/j.enconman.2026.12167810.1016/j.enconman.2026.121678 ↗
60. Li W X, Li H L, Li Z G, Han W, Li R N, Zhang Y. Numerical methods and failure mechanisms of ferrofluid seals in centrifugal pumps. Int J Agric Biol Eng. 2026;19(2):183–192. https://doi.org/10.25165/j.ijabe.20261902.1014610.25165/j.ijabe.20261902.10146 ↗