Abstract
The computational approaches of CFD are more powerful than the analytical solutions for high-speed compressible flows over a flat plate. A small number of expensive experimental data can be generated to aid high-speed vehicle design. However, CFD can be used to simulate a large variety of flows with different freestream and wall conditions in a cost-effective manner. The current work aims to numerically calculate the turbulent boundary layer flows over a flat plate at different Mach numbers in the range of 2–8 at different wall conditions and unit Reynolds numbers. The Reynolds-averaged Navier–Stokes method with k − ω turbulence model is applied to resolve the flow over the flat plate at zero angle of attack. The computed skin friction coefficient and Stanton number are compared with the available experimental data in the literature. The calculated results indicate some agreement with the experimental data. An increase in the Mach number and wall temperature decreases the skin friction and the Stanton number. A polynomial curve fit data estimation is proposed for skin friction under adiabatic wall conditions for Mach numbers in the range of 2–8. Numerical simulations over compression corner flows are also presented in the present work. The freestream Mach number influences the thickness of the subsonic layer in the undisturbed boundary layer on the flat plate in compression corner flows. The higher freestream Mach number results in a lower subsonic thickness near the wall, leading to a small separation bubble and lower peak heat transfer in shock/boundary-layer interaction flows.
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Abbreviations
- C f :
-
Skin friction coefficient (–)
- C h :
-
Stanton number (–)
- H :
-
Shape factor (–)
- K :
-
Turbulent kinetic energy (m2 s−2)
- M ∞ :
-
Freestream Mach number (–)
- P w :
-
Wall pressure (Pa)
- P ∞ :
-
Freestream pressure (Pa)
- Pr:
-
Prandtl number (–)
- q w :
-
Wall heat flux (W m−2)
- Re∞ :
-
Reynolds number based on plate length (–)
- Re1 :
-
Freestream unit Reynolds number (m−1)
- T ∞ :
-
Freestream temperature (K)
- T wad :
-
Adiabatic wall temperature (K)
- T w :
-
Wall Temperature (K)
- T r :
-
Recovery wall temperature (K)
- V ∞ :
-
Local velocity (m s−1)
- V ∞ :
-
Freestream velocity (m s−1)
- δ :
-
Boundary-layer thickness at end of a flat plate (m)
- δ 0 :
-
Upstream boundary-layer thickness (m)
- Θ:
-
Momentum thickness (m)
- δ * :
-
Displacement thickness (m)
- τ w :
-
Wall shear stress (N m−2)
- ρ :
-
Density (kg m−3)
- ω :
-
Turbulent kinetic energy dissipation rate (m2 s−3)
- wad:
-
Adiabatic wall condition
- w:
-
Wall condition
- ∞:
-
Freestream condition
- r:
-
Recovery
References
Goyne, C.P.; Stalker, R.J.; Paull, A.: Skin-friction measurements in high-enthalpy hypersonic boundary layers. J. Fluid Mech. (2003). https://doi.org/10.1017/S0022112003003975
van Driest, E.R.: Turbulent boundary layer in compressible fluids. J. Aeronaut. Sci. 18, 145–160 (1951). https://doi.org/10.2514/8.1895
Spalding, D.B.; Chi, S.W.: The drag of a compressible turbulent boundary layer on a smooth flat plate with and without heat transfer. J. Fluid Mech. 18, 117–143 (1964). https://doi.org/10.1017/S0022112064000088
Cary Jr, A.M.: Summary of available information on Reynolds analogy for zero-pressure-gradient, compressible, turbulent-boundary-layer flow. NASA TN D-5560, Langley Research Center, Langley Station, Hampton (1970)
Cary Jr, A.M.; Bertram, M.H.: Engineering prediction of turbulent skin friction and heat transfer in high-speed flow (1974)
Kornilov, V.I.: Transition of the boundary layer on a flat plate at supersonic and hypersonic velocities. Thermophys. Aeromech. 16, 347–354 (2009). https://doi.org/10.1134/S0869864309030032
Orlik, E.; Kornilov, V.; Ferrier, M.; Fedioun, I.; Davidenko, D.: Hypersonic laminar/turbulent transition: computations and experiments. Prog. Flight Phys. 3, 243–252 (2012). https://doi.org/10.1051/eucass/201203243
Narasimha, R.: The laminar-turbulent transition zone in the boundary layer. Prog. Aerosp. Sci. 22, 29–80 (1985). https://doi.org/10.1016/0376-0421(85)90004-1
Raghunath, S.; Khoo, B.C.: Characteristics of turbulent spots in a hypersonic transitional boundary layer inferred from dense arrays of thin-film heat transfer Gauges, pp. 2509–2516 (2019). https://doi.org/10.3850/978-981-11-2730-4
Mee, D.J.: Boundary-layer transition measurements in hypervelocity flows in a shock tunnel. AIAA J. (2002). https://doi.org/10.2514/2.1851
Duan, L.; Martín, M.P.: Direct numerical simulation of hypersonic turbulent boundary layers. Part 4. Effect of high enthalpy. J Fluid Mech. 684, 25–59 (2011). https://doi.org/10.1017/jfm.2011.252
Bertin, J.J.; Cummings, R.M.: Fifty years of hypersonics: where we’ve been, where we’re going. Prog. Aerosp. Sci. 39, 511–536 (2003). https://doi.org/10.1016/S0376-0421(03)00079-4
Fauci, R.; Aerospace, I.; Factor, O.; Time, A.; Engineer, S.D.; Systems, T.; Researcher, S.: Hypersonic laminar-turbulent transition experiment. Presented at the (2010)
Zhou, Y.Y.; Zhao, Y.L.; Zhao, Y.X.: A study on the separation length of shock wave/turbulent boundary layer interaction. Int. J. Aerosp. Eng. (2019). https://doi.org/10.1155/2019/8323787
Kays, W.M., Crawford, M.E., and Weigand, W. Convective Heat and Mass Transfer. McGraw Hill, 4th edition (2004)
Duan, L.; Beekman, I.; Martín, M.P.: Direct numerical simulation of hypersonic turbulent boundary layers. Part 2. Effect of wall temperature. J Fluid Mech. 655, 419–445 (2010). https://doi.org/10.1017/S0022112010000959
Zhang, C.; Duan, L.; Choudhari, M.M.: Direct numerical simulation database for supersonic and hypersonic turbulent boundary layers. AIAA J. 56, 4297–4311 (2018). https://doi.org/10.2514/1.J057296
Maeder, T.; Adams, N.A.; Kleiser, L.: Direct simulation of turbulent supersonic boundary layers by an extended temporal approach. J. Fluid Mech. (2001). https://doi.org/10.1017/S0022112000002718
Rizzetta, D.P.; Visbal, M.R.: Large-eddy simulation of supersonic boundary-layer flow by a high-order method. Int. J. Comput. Fluid Dyn. (2004). https://doi.org/10.1080/10618560310001614926
Smits, A.J.; Martin, M.P.: Turbulence in supersonic and hypersonic boundary layers. In: Solid Mechanics and its Applications (2006)
Martin, M.P.: Direct numerical simulation of hypersonic turbulent boundary layers. Part 1. Initialization and comparison with experiments. J. Fluid Mech. 570, 347–364 (2007). https://doi.org/10.1017/S0022112006003107
Li, X.L., Fu, D.X., Ma, Y.W., Liang, X.: Direct numerical simulation of compressible turbulent flows. Acta Mech. Sin. 26, 795–806 (2010). https://doi.org/10.1007/s10409-010-0394-8
Lagha, M.; Kim, J.; Eldredge, J.D.; Zhong, X.: A numerical study of compressible turbulent boundary layers. Phys. Fluids (2011). https://doi.org/10.1063/1.3541841
Duan, L.; Beekman, I.; Martín, M.P.: Direct numerical simulation of hypersonic turbulent boundary layers. Part 3. Effect of Mach number. J Fluid Mech. 672, 245–267 (2011). https://doi.org/10.1017/S0022112010005902
Pope, S.B.: Turbulent Flows. Cambridge University Press, Cambridge (2000)
Hadjadj, A.; Ben-Nasr, O.; Shadloo, M.S.; Chaudhuri, A.: Effect of wall temperature in supersonic turbulent boundary layers: a numerical study. Int. J. Heat Mass Transf. (2015). https://doi.org/10.1016/j.ijheatmasstransfer.2014.10.025
Yan, H.; Knight, D.; Zheltovodov, A.A.: Large-eddy simulation of supersonic flat-plate boundary layers using the monotonically integrated large-eddy simulation (MILES) technique. J. Fluids Eng. Trans. ASME. 124, 868–875 (2002). https://doi.org/10.1115/1.1516578
Martin, P.: DNS/LES database of hypersonic turbulent boundary layers. In: 33rd AIAA Fluid Dynamics Conference and Exhibit. AIAA, Orlando, Florida (2003)
Roy, C.J.; Blottner, F.G.: Review and assessment of turbulence models for hypersonic flows. Prog. Aerosp. Sci. 42, 469–530 (2006). https://doi.org/10.1016/j.paerosci.2006.12.002
Stemmer, C.; Adams, N.A.: Supersonic and hypersonic boundary-layer flows. Notes Numer. Fluid Mech. Multidiscip. Design. (2009). https://doi.org/10.1007/978-3-642-00262-5_4
Bardina, J.E.; Huang, P.G.; Coakley, T.J.: Turbulence modeling validation, testing, and development. NASA Tech. Memo. (1997). https://doi.org/10.2514/6.1997-2121
Rumsey, C.L.: Turbulence models in hypersonic boundary layer applications. NASA Report (2009)
Wilcox, D.C.: Turbulence modeling for CFD. DCW industries La Canada, CA, Canada (2000)
Bertin, J.J.: Hypersonic Aerothermodynamics. In: AIAA Education Series, AIAA, Washington, DC (1994)
Schneider, S.P.: Hypersonic laminar-turbulent transition on circular cones and scramjet forebodies. Prog. Aerosp. Sci. 40, 1–50 (2004). https://doi.org/10.1016/j.paerosci.2003.11.001
Smits, A.J.; Martin, M.P.: Turbulence in supersonic and hypersonic boundary layers. In: Solid Mechanics and its Applications, pp. 221–230. Springer (2006)
Cousteix, T.C.J.; Cebeci, J.: Modeling and Computation of Boundary-Layer Flows. Springer, Berlin (2005)
Watson, R.D.: Wall cooling effects on hypersonic transitional/turbulent boundary layers at high Reynolds numbers cooling effects on hypersonic transitional/turbulent boundary layers at high Reynolds numbers. AIAA J. 15, 1455–1461 (1977)
Roussel, A.; Prince, S.; Viguer, M.; Kshitij, A.; Stollery, J.; Garry, K.: The development of a simple method for drag estimation for wedge-like fairings in hypersonic flow. In: ICAS. ICAS (2016)
Pasha, A.A.; Sinha, K.: Shock-unsteadiness model applied to oblique shock wave/turbulent boundary-layer interaction. Int. J. Comput. Fluid Dyn. 22, 569–582 (2008). https://doi.org/10.1080/10618560802290284
Pasha, A.A.; Sinha, K.: Simulation of hypersonic shock/turbulent boundary-layer interactions using shock-unsteadiness model. J. Propul. Power 28, 46–60 (2012)
Pasha, A.A.: Study of parameters affecting separation bubble size in high speed flows using k-ω turbulence model. J Appl Comput Mech 4, 95–104 (2018). https://doi.org/10.22055/jacm.2017.22761.1140
Ali Pasha, A.; Juhany, K.A.; Khalid, M.: Numerical prediction of shock/boundary-layer interactions at high Mach numbers using a modified Spalart-Allmaras model. Eng. Appl. Comput. Fluid Mech. 12, 459–472 (2018)
Pasha, A.A.; Juhany, K.A.; Pillai, S.N.: One-equation turbulence models applied to practical scramjet inlet. Int. J. Turbo Jet Eng. (2021). https://doi.org/10.1515/tjj-2021-0013
Wilcox, D.C.: Reassessment of the scale-determining equation for advanced turbulence models. AIAA J. 26, 1299–1310 (1988)
Roy, S.; Sinha, K.: Variable turbulent Prandtl number model applied to hypersonic shock/boundary-layer interactions, pp. 1–18 (2018). https://doi.org/10.2514/6.2018-3728
Sinha, K.; Candler, G.: Convergence improvement of two-equation turbulence model calculations. In: In 29th AIAA Fluid Dynamics Conference, Albuquerque, NM. aper No. AIAA-Paper-1998–2649 (1998)
Pasha, A.A.: Application of shock-unsteadiness model to hypersonic shock/turbulent boundary-layer interaction (2011)
Menter, F.R.: Two-equation eddy-viscosity turbulence models for engineering applications. AIAA J. 32, 1598–1605 (1994). https://doi.org/10.2514/3.12149
Anderson, J.D., Jr.: Hypersonic and High-Temperature Gas Dynamics, 2nd edn. McGraw Hill, New York (2006)
Boelter, L.M.K.: An investigation of aircraft heaters II: properties of gases (1942)
Brown, J.: Turbulence model validation for hypersonic flows. In: 8th AIAA/ASME Joint Thermophysics and Heat Transfer Conference. St. Louis, Missouri (2002)
Kumar, P.P.; Dey, J.: Shape factor of the turbulent boundary layer on a flat plate and the Reynolds shear stress in the outer region. Phys. Rev. Fluids. 4, 24605 (2019)
Elfstrom, G.M.: Turbulent separation in hypersonic flow (1971)
Elfstrom, G.M.: Turbulent hypersonic flow at a wedge-compression corner. J. Fluid Mech. 53, 113–127 (1972)
Sinha, K.; Mahesh, K.; Candler, G.V.: Modeling shock unsteadiness in shock/turbulence interaction. Phys Fluids. 15, 2290–2297 (2003). https://doi.org/10.1063/1.1588306
Veera, V.K.; Sinha, K.: Modeling the effect of upstream temperature fluctuations on shock/homogeneous turbulence interaction. Phys. Fluids. (2009). https://doi.org/10.1063/1.3073744
Pasha, A.A.; Juhany, K.A.: Numerical simulation of compression corner flows at Mach number 9. Chin. J. Aeronaut. 33, 1611–1624 (2020). https://doi.org/10.1016/j.cja.2020.01.005
Coleman, G.T.: Hypersonic turbulent boundary layer studies (1973)
Acknowledgements
The project was funded by the Deanship of Scientific Research (DSR), King Abdulaziz University, Jeddah, under Grant No. D-177-135-1442. The authors, therefore, gratefully acknowledge DSR technical and financial support. We would like to thank the high-performance center (HPC) staff for providing us the Aziz supercomputing facility (http://hpc.kau.edu.sa) to perform the numerical simulations. The authors would also like to thank Professor Krishnendu Sinha from the Department of Aerospace Engineering, Indian Institute of Technology Bombay for his kind help.
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Pasha, A.A., Reddy, D.S.K., Abdulla, M.M. et al. Numerical Analysis to Evaluate the Effect of Wall Temperature on Skin Friction and Stanton Number for Turbulent Flows over a Flat Plate from Mach 2–8. Arab J Sci Eng 47, 8243–8256 (2022). https://doi.org/10.1007/s13369-021-06170-w
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DOI: https://doi.org/10.1007/s13369-021-06170-w