Abstract
Carbon nanotubes (CNTs) are inevitable due to its tremendously high thermal and electrical conductivities, strength, stiffness, and toughness characteristics. The utilization of both porous media and nanofluids with CNTs as nanoparticles can augment the thermal efficiency of typical physical systems significantly. In view of such advantages, the present study is intended to convey the influence of entropy minimization and nonlinear thermal radiation on the electromagnetic flow of nanofluids with single wall carbon nanotubes (SWCNTs) and multiwall carbon nanotubes (MWCNTs) nanoparticles suspensions past the surface of thin needle. In addition, the famous Darcy Forchheimer flow and Cattaneo-Christov heat flux models are implemented. The required numerical solution is devised pragmatically via bvp4c in MATLAB for the system of highly nonlinear ordinary differential equations. It is found that the porous matrix and local Forchheimer parameter are detrimental to the regular flow of nanofluids. Thermal fields magnify in respect of hiked porosity and temperature ratio parameters and diminish due to rise in electric and thermal relaxation parameters. Entropy minimization due to porous irreversibility is prominent for MWCNTs than SWCNTs. Bejan number upsurges due to rise in volume fraction and porosity parameter for both SWCNT-water and MWCNT-water nanofluids.
Similar content being viewed by others
Abbreviations
- \((u,v)\) :
-
Velocity components in the axial and radial directions \(\left( {{\text{m}}\,{\text{s}}^{ - 1} } \right)\)
- \(\rho_{nf}\) :
-
Effective density of the nf \(\left( {{\text{kg}}\,{\text{m}}^{ - 3} } \right)\)
- hc:
-
Heat capacitance
- nf:
-
Nanofluid
- bf:
-
Base fluid
- tc:
-
Thermal conductivity
- HT:
-
Heat transfer
- HTR:
-
Heat transfer rate
- CNT:
-
Carbon nanotube
- DFF:
-
Darcy–Forchheimer flow
- CCHF:
-
Cattaneo–Christov Heat Flux
- NLTR:
-
Nonlinear thermal radiation
- CCDDT:
-
Cattaneo–Christov double diffusion theory
- MBL:
-
Momentum boundary layer
- TBL:
-
Thermal boundary layer
- \(\left( {\rho C_{p} } \right)_{nf}\) :
-
hc of the nf \(\left( {{\text{J}}\,{\text{kg}}^{2} \,{\text{m}}^{3} {\text{K}}^{ - 1} } \right)\)
- \(\left( {\rho C_{p} } \right)_{f}\) :
-
hc of bf \(\left( {{\text{J}}\,{\text{kg}}^{2} \,{\text{m}}^{3} {\text{K}}^{ - 1} } \right)\)
- \(\left( {\rho C_{p} } \right)_{{{\text{CNT}}}}\) :
-
hc of carbon nanotubes \(\left( {{\text{J}}\,{\text{kg}}^{2} \,{\text{m}}^{3} {\text{K}}^{ - 1} } \right)\)
- \(\rho_{{{\text{CNT}}}}\) :
-
Density of carbon nanotubes \(\left( {{\text{kg}}\,{\text{m}}^{ - 3} } \right)\)
- \(\rho_{f}\) :
-
Density of bf \(\left( {{\text{kg}}\,{\text{m}}^{ - 3} } \right)\)
- \(\mu_{nf}\) :
-
Effective dynamic viscosity of the nf \(\left( {{\text{kg}}\,{\text{m}}^{ - 1} {\text{s}}^{ - 1} } \right)\)
- \(\mu_{f}\) :
-
Effective dynamic viscosity of bf \(\left( {{\text{kg}}\,{\text{m}}^{ - 1} {\text{s}}^{ - 1} } \right)\)
- \(\beta_{nf}\) :
-
Thermal expansion of nf \(\left( {{\text{K}}^{ - 1} } \right)\)
- \(\beta_{f}\) :
-
Thermal expansion of bf \(\left( {{\text{K}}^{ - 1} } \right)\)
- \(\beta_{{{\text{CNT}}}}\) :
-
Thermal expansion of carbon nanotubes \(\left( {{\text{K}}^{ - 1} } \right)\)
- \(k_{nf}\) :
-
tc of nf \(\left( {{\text{W}}\,\,{\text{m}}^{ - 1} \,{\text{K}}^{ - 1} } \right)\)
- \(k_{f}\) :
-
tc of bf \(\left( {{\text{W}}\,\,{\text{m}}^{ - 1} \,{\text{K}}^{ - 1} } \right)\)
- \(k_{{{\text{CNT}}}}\) :
-
tc of carbon nanotubes \(\left( {{\text{W}}\,\,{\text{m}}^{ - 1} \,{\text{K}}^{ - 1} } \right)\)
- \( \upsilon _{{nf}} \) :
-
Kinematic viscosity of nf \(\left( {{\text{m}}^{2} {\text{s}}^{ - 1} } \right)\)
- \(\sigma_{nf}\) :
-
Electrical conductivity of nf
- \(E_{0}\) :
-
Uniform strength of electric field
- \(B_{0}\) :
-
Uniform strength of magnetic field
- \(\sigma^{*}\) :
-
Stefan–Boltzmann constant
- \(k^{*}\) :
-
Mean absorption coefficient
- \(K\) :
-
Porous medium permeability
- \(\phi\) :
-
Solid volume fraction
- \(T\) :
-
Fluid temperature in the boundary layer (K)
- \(T_{w}\) :
-
Temperature on the surface of thin needle (K)
- \(T_{\infty }\) :
-
Ambient fluid temperature (K)
- \(\alpha_{f}\) :
-
Thermal diffusivity of the bf \(\left( {{\text{m}}^{2} {\text{s}}^{ - 1} } \right)\)
- \(\alpha_{f}\) :
-
Thermal diffusivity of the bf \(\left( {{\text{m}}^{2} {\text{s}}^{ - 1} } \right)\)
- \(F\left( { = \frac{{c_{b} }}{{\sqrt {K^{*} } }}} \right)\) :
-
Inertia coefficient in the porous medium
- \(c_{b}\) :
-
Drag coefficient
- \(F_{r} = \frac{{xc_{b} }}{{\sqrt {K^{*} } }}\) :
-
Local inertia coefficient
- \(\Gamma\) :
-
Relaxation time for heat flux
- \(Gr = \frac{{g\beta T_{\infty } \left( {\theta_{r} - 1} \right)x^{3} }}{{\upsilon_{f}^{2} }}\) :
-
Thermal Grassof number
- \({\text{Re}} = \frac{Ux}{{\upsilon_{f} }}\) :
-
Reynolds number
- \(M = \frac{{\sigma_{f} B_{0}^{2} x}}{{\rho_{f} U}}\) :
-
Hartmann number
- \(\beta = \frac{{\upsilon_{f} x}}{{K^{*} U}}\) :
-
Porosity parameter
- \(Pr = \frac{{\upsilon_{f} }}{{\alpha_{f} }}\) :
-
Prandtl number
- \(Nr = \,\frac{{k^{*} k_{f} }}{{4\sigma^{*} T_{\infty } }}\) :
-
Radiation parameter
- \(E_{c} = \frac{{U^{2} }}{{T_{\infty } \left( {\theta_{r} - 1} \right)\left( {c_{p} } \right)_{f} }}\) :
-
Eckert number
- \(\Omega = \frac{U\Gamma }{x}\) :
-
Thermal relaxation parameter
- \(\lambda = \frac{{U_{w} }}{U}\) :
-
Velocity ratio parameter
- \(Br = \Pr \cdot Ec = \frac{{\mu_{f} U^{2} }}{{k_{f} T_{\infty } \left( {\theta_{r} - 1} \right)}}\) :
-
Brinkman number
- \(\theta_{r} = \frac{{T_{w} }}{{T_{\infty } }}\) :
-
Temperature ratio parameter
- \(S^{\prime\prime\prime}_{0} = \frac{{4k_{f} \left( {T_{w} - T_{\infty } } \right)^{2} }}{{T_{\infty }^{2} x^{2} }}\) :
-
Nondimensional characteristic EG rate
References
Bejan A (1977) The concept of irreversibility in heat exchanger design: counter flow heat exchangers for Gas-to-Gas Applications. Trans ASME 99:374–380
Berrehal H, Mabood F (2020) Entropy optimized radiating water/FCNTs nanofluid boundary layer flow with convective condition. Eur Phys J Plus 135:535
Choi SUS (1995) Enhancing thermal conductivity of fluids with nanoparticles. ASME-Publ Fed 231:99–106
Dogonchi AS, Nayak MK, Karimi N, Chamkha Ali J, Ganji DD (2020) Numerical simulation of hydrothermal features of Cu–H2O nanofluid natural convection within a porous annulus considering diverse configurations of heater. J Therm Anal Cal 141:2109–2125
Eid MR, Mabood F (2020) Entropy analysis of a hydromagnetic micropolar dusty carbon NTs-kerosene nanofluid with heat generation: Darcy-Forchheimer scheme. J Therm Anal Cal. https://doi.org/10.1007/s10973-020-09928-w
Ghadikolaei SS, Hosseinzadeh K, Hatami M, Ganji DD, Armin M (2018) Investigation for squeezing flow of ethylene glycol (C2H6O2) carbon nanotubes (CNTs) in rotating stretching channel with nonlinear thermal radiation. J Mol Liq 263:10–21
Haq RU, Khan ZH, Khan WA (2014) Thermophysical effects of carbon nanotubes on MHD flow over a stretching surface. Phys E 63:215–222
Hayat T, Ijaz KM, Khan TA, Khan MI, Alsaedi A (2018a) Entropy generation in Darcy-Forchheimer bidirectional flow of water-based carbon nanotubes with convective boundary conditions. J Mol Liq 265:629–638
Hayat T, Khan MI, Khan TA, Ahmad S, Alsaedi A (2018b) Entropy generation in Darcy-Forchheimer bidirectional flow of water-based carbon nanotubes with convective boundary conditions. J Mol Liq 265:629–638
Ibrahim M, Ijaz KM (2019) Mathematical modeling and analysis of SWCNT−water and MWCNT−water flow over a stretchable sheet. Comput Meth Prog Bio. https://doi.org/10.1016/j.cmpb.2019.105222
Ijaz KM, Hayat T, Shah F, Ur RM, Haq F (2019) Physical aspects of CNTs and induced magnetic flux in stagnation point flow with quartic chemical reaction. Int J Heat Mass Transf 135:561–568
Imtiaz M, Hayat T, Alsaedi A, Ahmad B (2016) Convective flow of carbon nanotubes between rotating stretchable disks with thermal radiation effects. Int J Heat Mass Transf 101:948–957
Ishak A, Nazar R, Pop I (2007) Boundary layer flow over a continuously moving thin needle in a parallel free stream. Chin Phys Lett 24:2895
Mabood F, Ibrahim SK, Khan WA (2019) Effect of melting and heat generation/absorption on Sisko nanofluid over a stretching surface with nonlinear radiation. Phys Scr 94(6):065701
Mabood F, Yusuf AT, Khan WA (2020a) Cu-Al2O3–H2O Hybrid nanofluid flow with melting heat transfer, irreversibility analysis and non-linear thermal radiation. J Ther Anal Cal. https://doi.org/10.1007/s10973-020-09720-w
Mabood F, Muhammad T, Nayak MK, Waqas H, Makinde OD (2020b) EMHD flow of non-Newtonian nanofluids over thin needle with Robinson’s condition and Arrhenius pre-exponential factor law. Phys Scr 95:115219
Nayak MK (2016) Chemical reaction effect on MHD viscoelastic fluid over a stretching sheet through porous medium. Meccanica 51:1699–1711
Nayak MK, Mehmood R, Makinde OD, Mahian O, Chamkha AJ (2019) Magnetohydrodynamic flow and heat transfer impact on ZnO-SAE50 nanolubricant flow due to an inclined rotating disk. J Central South Univ 26:1146–1160
Nayak MK, Wakif A, Animasaun IL, Saidi Hassani Alaoui M (2020a) Numerical differential quadrature examination of steady mixed convection nanofluid flows over an isothermal thin needle conveying metallic and metallic oxide nanomaterials: a comparative investigation. Arab J Sci Eng. https://doi.org/10.1007/s13369-020-04420-x
Nayak MK, Agbaje TM, Mondal S, Sibanda P, Leach PGL (2020b) Thermodynamic effect in Darchy-Forchheimer nanofluid flow of a single-wall carbon nanotube/multi-wall carbon nanotube suspension due to a stretching/shrinking rotating disk: Buongiorno two-phase model. J Eng Math. https://doi.org/10.1007/s10665-019-10031-9
Nayak MK, Hakeem AKA, Ganga B, Ijaz KM, Waqas M, Makinde OD (2020c) Entropy optimized MHD 3D nanomaterial of non-Newtonian fluid: a combined approach to good absorber of solar energy and intensification of heat transport. Comput Meth Prog Bio 186:105131
Nayak MK, Shaw S, Ijaz KM, Pandey VS, Nazeer M (2020d) Flow and thermal analysis on Darcy-Forchheimer flow of copper-water nanofluid due to a rotating disk: a static and dynamic approach. J Mater Res Technol 9(4):7387–7408
Rasool G, Wakif A (2020) Numerical spectral examination of EMHD mixed convective flow of Second grade nanofluid towards a vertical Riga plate using an advanced version of the revised Buongiorno’s nanofluid model. J Therm Anal Cal. https://doi.org/10.1007/s10973-020-09865-8
Rasool G, Zhang T (2019) Darcy-Forchheimer nanofluidic flow manifested with Cattaneo-Christov theory of heat and mass flux over non-linearly stretching surface. PLoS ONE 14(8):e0221302
Rasool G, Shafiq A, Khalique CM, Zhang T (2019) Magnetohydrodynamic Darcy-Forchheimer nanofluid flow over a nonlinear stretching sheet. Phys Scr 94(10):105221
Rasool G, Shafiq A, Khan I, Baleanu D, Nisar KS, Shahzadi G (2020a) Entropy generation and consequences of MHD in Darcy-Forchheimer nanofluid flow bounded by non-linearly stretching surface. Symmetry 12(4):652
Rasool G, Chamkha AJ, Muhammad T, Shafiq A (2020b) Darcy-Forchheimer relation in Casson type MHD nanofluid flow over non-linear stretching surface. Propuls Power Res 9(2):159–168
Rasool G, Shafiq A, Khan I, SherifE-Sayed M, Seikh AH (2020c) Influence of single- and multi-wall carbon nanotubes on magnetohydrodynamic stagnation point nanofluid flow over variable thicker surface with concave and convex effects. Mathematics 8(1):104
Reddy GJ, Kumar M, Beg OA (2018) Effect of temperature dependent viscosity on entropy generation in transient viscoelastic polymeric fluid flow from an isothermal vertical plate. Phys A 510:426–445
Seyyedi SM, Dogonchi AS, Tilehnoee MH, Waqas M, Ganji DD (2020) Investigation of entropy generation in a square inclined cavity using control volume finite element method with aided quadratic Lagrange interpolation functions. Int Commun Heat Mass Transf 110:104398
Shafiq A, Khan I, Rasool G, Seikh AH, Sherif El-Sayed M (2019) Significance of double stratification in stagnation point flow of Third-Grade fluid towards a radiative stretching cylinder. Mathematics 7(11):1103
Shafiq A, Rasool G, Khalique CM (2020a) The Forchheimer number and porosity factors result in the enhancement of the skin friction, while both slip parameters result in a decline of skin friction. The thermal slip factor results in decreasing both the heat and mass flux rates. Symmetry 12(5):741
Shafiq A, Rasool G, Khalique CM, Aslam S (2020b) Second grade bio-convective nanofluid flow with buoyancy effect and chemical reaction. Symmetry 12(4):621
Shaw S, Dogonchi AS, Nayak MK, Makinde OD (2020) Impact of entropy generation and non-linear thermal radiation on Darchy-Forchheimer flow of -Casson/water nanofluid due to a rotating disk: An application to brain dynamics. Arab J Sci Eng. https://doi.org/10.1007/s13369-020-04453-2
Turkyilmazoglu M (2015) A note on the correspondence between certain nanofluid flows and standard fluid flows. J Heat Transf 137:024501
Waleed KM, Ahmed KM, Ijaz HT, Alsaedi A (2018) Entropy generation minimization (EGM) of nanofluid flow by a thin moving needle with nonlinear thermal radiation. Phys B 534:113–119
Waqas M, Gulzar MM, Dogonchi AS, Javed MA, Khan WA (2019) Darcy-Forchheimer stratified flow of visco-elastic nanofluid subjected to convective conditions. Appl Nanosci 9:2031–2037
Xue QZ (2005) Model for thermal conductivity of carbon nanotube-based composites. Phys B 368:302–307
Author information
Authors and Affiliations
Corresponding author
Ethics declarations
Conflict of Interest
The authors declare that they have no conflicts of interest.
Ethical approval
All procedures performed in studies involving human participants were in accordance with the ethical standards of the institutional and/or national research committee and with the 1964 Helsinki Declaration and its later amendments or comparable ethical standards.
Informed consent
Informed consent was obtained from all individual participants involved in the study.
Rights and permissions
About this article
Cite this article
Nayak, M.K., Mabood, F., Tlili, I. et al. Entropy optimization analysis on nonlinear thermal radiative electromagnetic Darcy–Forchheimer flow of SWCNT/MWCNT nanomaterials. Appl Nanosci 11, 399–418 (2021). https://doi.org/10.1007/s13204-020-01611-8
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s13204-020-01611-8