Abstract
The initiation of leading-edge-vortex formation in unsteady airfoil flows is governed by flow criticality at the leading edge. While earlier works demonstrated the promise of criticality of leading-edge suction in governing LEV shedding, this criterion is airfoil and Reynolds number dependent. In this work, by examining results from Navier–Stokes computations for a large set of pitching airfoil cases at laminar flow conditions, we show that the onset of flow reversal at the leading edge always corresponds to the boundary-layer shape factor reaching the same critical value that governs laminar flow separation in steady airfoil flows. Further, we show that low-order prediction of this boundary-layer criticality is possible with an integral-boundary-layer calculation performed using potential-flow velocity distributions from an unsteady panel method. The low-order predictions agree well with the high-order computational results with a single empirical offset that is shown to work for multiple airfoils. This work shows that boundary-layer criticality governs LEV initiation, and that a low-order prediction approach is capable of predicting this boundary-layer criticality and LEV initiation.
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References
McCroskey, W.J.: Unsteady airfoils. Annu. Rev. Fluid Mech. 14(1), 285–311 (1982). https://doi.org/10.1146/annurev.fl.14.010182.001441
Ghosh Choudhuri, P., Knight, D., Visbal, M.R.: Two-dimensional unsteady leading-edge separation on a pitching airfoil. AIAA J. 32(4), 673–681 (1994). https://doi.org/10.2514/3.12040
Ghosh Choudhuri, P., Knight, D.D.: Effects of compressibility, pitch rate, and Reynolds number on unsteady incipient leading-edge boundary layer separation over a pitching airfoil. J. Fluid Mech. 308, 195–217 (1996). https://doi.org/10.1017/S0022112096001450
Widmann, A., Tropea, C.: Parameters influencing vortex growth and detachment on unsteady aerodynamic profiles. J. Fluid Mech. 773, 432–459 (2015). https://doi.org/10.1017/jfm.2015.259
Benton, S.I., Visbal, M.R.: The onset of dynamic stall at a high, transitional Reynolds number. J. Fluid Mech. 861, 860–885 (2019). https://doi.org/10.1017/jfm.2018.939
Li, Z.-Y., Feng, L.-H., Kissing, J., Tropea, C., Wang, J.-J.: Experimental investigation on the leading-edge vortex formation and detachment mechanism of a pitching and plunging plate. J. Fluid Mech. 901, 17 (2020)
Kissing, J., Kriegseis, J., Li, Z., Feng, L., Hussong, J., Tropea, C.: Insights into leading edge vortex formation and detachment on a pitching and plunging flat plate. Exp. Fluids 61(9), 208 (2020). https://doi.org/10.1007/s00348-020-03034-1
Jardin, T., Choi, J., Colonius, T.: An empirical correlation between lift and the properties of leading-edge vortices. Theoret. Comput. Fluid Dyn. 35(4), 437–448 (2021). https://doi.org/10.1007/s00162-021-00567-x
Ōtomo, S., Henne, S., Mulleners, K., Ramesh, K., Viola, I.M.: Unsteady lift on a high-amplitude pitching aerofoil. Exp. Fluids 62, 1–18 (2021)
Son, O., Gao, A.-K., Gursul, I., Cantwell, C.D., Wang, Z., Sherwin, S.J.: Leading-edge vortex dynamics on plunging airfoils and wings. J. Fluid Mech. (2022). https://doi.org/10.1017/jfm.2022.224
Seshadri, P.K., Aravind, A., De, A.: Leading edge vortex dynamics in airfoils: effect of pitching motion at large amplitudes. J. Fluids Struct. 116, 103796 (2023)
Evans, W.T., Mort, K.W.: Analysis of computed flow parameters for a set of sudden stalls in low speed two-dimensional flow. Technical Report TN D-85, NACA (1959)
Beddoes, T.: Onset of leading edge separation effects under dynamic conditions and low mach number. In: American Helicopter Society, Annual National Forum, 34 Th, Washington, D. C, Proceedings, Research Supported by the Ministry of Defence,(Procurement Executive), vol. 15 (1978)
Ekaterinaris, J.A., Platzer, M.F.: Computational prediction of airfoil dynamic stall. Prog. Aerosp. Sci. 33(11–12), 759–846 (1998). https://doi.org/10.1016/S0376-0421(97)00012-2
Morris, W.J., Rusak, Z.: Stall onset on aerofoils a low to moderately high Reynolds number flows. J. Fluid Mech. 733, 439–472 (2013)
Ramesh, K., Gopalarathnam, A., Granlund, K., Ol, M.V., Edwards, J.R.: Discrete-vortex method with novel shedding criterion for unsteady airfoil flows with intermittent leading-edge vortex shedding. J. Fluid Mech. 751, 500–538 (2014). https://doi.org/10.1017/jfm.2014.297
Narsipur, S., Hosangadi, P., Gopalarathnam, A., Edwards, J.R.: Variation of leading-edge suction during stall for unsteady aerofoil motions. J. Fluid Mech. 900, 25 (2020). https://doi.org/10.1017/jfm.2020.467
Ham, N.D., Garelick, M.S.: Dynamic stall considerations in helicopter rotors. J. Am. Helicopter Soc. 13(2), 49–55 (1968)
Crimi, P.: Dynamic stall. Technical report, Advisory Group for Aerospace Research and Development Paris (France) (1973)
McCroskey, W.J., McAlister, K., Carr, L., Pucci, S., Lambert, O., Indergrand, R.: Dynamic stall on advanced airfoil sections. J. Am. Helicopter Soc. 26(3), 40–50 (1981)
Muijres, F.T., Johansson, L.C., Barfield, R., Wolf, M., Spedding, G.R., Hedenström, A.: Leading-edge vortex improves lift in slow-flying bats. Science 319(5867), 1250–1253 (2008). https://doi.org/10.1126/science.1153019
Lentink, D., Dickson, W.B., Van Leeuwen, J.L., Dickinson, M.H.: Leading-edge vortices elevate lift of autorotating plant seeds. Science 324(5933), 1438–1440 (2009)
Ford, C.W.P., Babinsky, H.: Lift and the leading-edge vortex. J. Fluid Mech. 720, 280–313 (2013). https://doi.org/10.1017/jfm.2013.28
Videler, J., Stamhuis, E., Povel, G.: Leading-edge vortex lifts swifts. Science 306(5703), 1960–1962 (2004)
Krishna, S., Green, M.A., Mulleners, K.: Flowfield and force evolution for a symmetric hovering flat-plate wing. AIAA J. 56(4), 1360–1371 (2018)
Krishna, S., Green, M.A., Mulleners, K.: Effect of pitch on the flow behavior around a hovering wing. Exp. Fluids 60(5), 1–17 (2019)
Liu, Z., Lai, J.C.S., Young, J., Tian, F.-B.: Discrete vortex method with flow separation corrections for flapping-foil power generators. AIAA J. 55(2), 410–418 (2017). https://doi.org/10.2514/1.J055267
Hirato, Y., Shen, M., Gopalarathnam, A., Edwards, J.R.: Vortex-sheet representation of leading-edge vortex shedding from finite wings. J. Aircr. 56(4), 1626–1640 (2019). https://doi.org/10.2514/1.C035124
Hirato, Y., Shen, M., Gopalarathnam, A., Edwards, J.R.: Flow criticality governs leading-edge-vortex initiation on finite wings in unsteady flow. J. Fluid Mech. 910, 1 (2021). https://doi.org/10.1017/jfm.2020.896
Deparday, J., Mulleners, K.: Modeling the interplay between the shear layer and leading edge suction during dynamic stall. Phys. Fluids 31(10), 107104 (2019). https://doi.org/10.1063/1.5121312
Smith, L.R., Jones, A.R.: Vortex formation on a pitching aerofoil at high surging amplitudes. J. Fluid Mech. 905, 22 (2020). https://doi.org/10.1017/jfm.2020.741
Deparday, J., He, X., Eldredge, J.D., Mulleners, K., Williams, D.R.: Experimental quantification of unsteady leading-edge flow separation. J. Fluid Mech. 941, 60 (2022). https://doi.org/10.1017/jfm.2022.319
Sudharsan, S., Ganapathysubramanian, B., Sharma, A.: A vorticity-based criterion to characterise leading edge dynamic stall onset. J. Fluid Mech. 935, 10 (2022). https://doi.org/10.1017/jfm.2021.1149
Miotto, R., Wolf, W., Gaitonde, D., Visbal, M.: Analysis of the onset and evolution of a dynamic stall vortex on a periodic plunging aerofoil. J. Fluid Mech. (2022). https://doi.org/10.1017/jfm.2022.165
Eppler, R.A., Somers, D.M.: A computer program for the design and analysis of low-speed airfoils. Technical report, National Aeronautics and Space Administration, Scientific and Technical Information Branch (1980)
Drela, M., Giles, M.B.: Viscous-inviscid analysis of transonic and low reynolds number airfoils. AIAA J. (1987). https://doi.org/10.2514/3.9789
Selig, M.S., Maughmer, M.D.: Generalized multipoint inverse airfoil design. AIAA J. 30(11), 2618–2625 (1992)
Gendrich, C.P.: Dynamic stall of rapidly pitching airfoils: MTV experiments and navier-stokes simulations. PhD thesis, Michigan State University (1999)
Prandtl, L.: Über flussigkeitsbewegung bei sehr kleiner reibung. Verhandl. III, Internat. Math.-Kong., Heidelberg, Teubner, Leipzig, pp. 484–491 (1904)
Rott, N.: Unsteady viscous flow in the vicinity of a stagnation point. Q. Appl. Math. 13(4), 444–451 (1956)
Sears, W.: Some recent developments in airfoil theory. J. Aeronaut. Sci. 23(5), 490–499 (1956)
Moore, F.K.: On the separation of the unsteady laminar boundary layer. In: Grenzschichtforschung/Boundary Layer Research, pp. 296–311 (1958)
Haller, G.: Exact theory of unsteady separation for two-dimensional flows. J. Fluid Mech. 512, 257–311 (2004). https://doi.org/10.1017/S0022112004009929
Miron, P., Vétel, J.: Towards the detection of moving separation in unsteady flows. J. Fluid Mech. 779, 819–841 (2015). https://doi.org/10.1017/jfm.2015.461
Klose, B.F., Jacobs, G.B., Serra, M.: Kinematics of Lagrangian flow separation in external aerodynamics. AIAA J. 58(5), 1926–1938 (2020)
Matsushita, M., Murata, S., Akamatsu, T.: Studies on boundary-layer separation in unsteady flows using an integral method. J. Fluid Mech. 149, 477–501 (1984). https://doi.org/10.1017/S0022112084002767
Matsushita, M., Akamatsu, T.: Numerical computation of unsteady laminar boundary layers with separation using one-parameter integral method: 2nd report, the separation singularity in unsteady boundary layer. Bull. JSME 28(240), 1044–1049 (1985). https://doi.org/10.1299/jsme1958.28.1044
Paturle, M.L., Bose, C., Viola, I.M., Ramesh, K.K.: Dynamic detection of flow separation using integral formulation of unsteady boundary layer equations. In: AIAA Aviation 2022 Forum. American Institute of Aeronautics and Astronautics, Chicago, IL & Virtual (2022). https://doi.org/10.2514/6.2022-4138
McDonald, H., Shamroth, S.J.: An analysis and application of the time- dependent turbulent boundary-layer equations. AIAA J. 9(8), 1553–1560 (1971). https://doi.org/10.2514/3.6391
Jones, K., Platzer, M.: On the prediction of dynamic stall onset on airfoils in low speed flow. In: Proceedings of the 8th International Symposium on Unsteady Aerodynamics and Aeroelasticity of Turbomachines, pp. 797–812 (1998)
Drela, M.: Newton solution of coupled viscous/inviscid multielement airfoil flows. In: 21st Fluid Dynamics, Plasma Dynamics and Lasers Conference. American Institute of Aeronautics and Astronautics, Seattle (1990). https://doi.org/10.2514/6.1990-1470
Narsipur, S., Gopalarathnam, A., Edwards, J.R.: Low-order modeling of airfoils with massively separated flow and leading-edge vortex shedding. In: 2018 AIAA Aerospace Sciences Meeting, pp. 0813 (2018)
Narsipur, S., Gopalarathnam, A., Edwards, J.R.: Low-order model for prediction of trailing-edge separation in unsteady flow. AIAA J. 57(1), 191–207 (2019). https://doi.org/10.2514/1.J057132
Kamrani Fard, K., Ngo, V., Liburdy, J.A.: A leading-edge vortex initiation criteria for large amplitude foil oscillations using a discrete vortex model. Phys. Fluids 33(11), 115123 (2021). https://doi.org/10.1063/5.0065097
Ramanathan, H., Narsipur, S., Gopalarathnam, A.: Boundary-layer characteristics at the onset of leading-edge vortex formation on unsteady airfoils. In: AIAA Aviation 2019 Forum. American Institute of Aeronautics and Astronautics, Dallas, Texas (2019). https://doi.org/10.2514/6.2019-3590
Ramanathan, H., Gopalarathnam, A.: Prediction of vortex initiation using an unsteady panel method with an integral-boundary-layer calculation. In: AIAA Aviation 2022 Forum. American Institute of Aeronautics and Astronautics, Chicago, IL & Virtual (2022). https://doi.org/10.2514/6.2022-3897
Ramesh, K.: On the leading-edge suction and stagnation-point location in unsteady flows past thin aerofoils. J. Fluid Mech. 886, 13 (2020). https://doi.org/10.1017/jfm.2019.1070
Katz, J.: A discrete vortex method for the non-steady separated flow over an airfoil. J. Fluid Mech. 102, 315–328 (1981)
Ramesh, K., Granlund, K., Ol, M.V., Gopalarathnam, A., Edwards, J.R.: Leading-edge flow criticality as a governing factor in leading-edge vortex initiation in unsteady airfoil flows. Theoret. Comput. Fluid Dyn. 32(2), 109–136 (2018). https://doi.org/10.1007/s00162-017-0442-0
Kay, N.J., Richards, P.J., Sharma, R.N.: Low-Reynolds number behavior of the leading-edge suction parameter at low pitch rates. AIAA J. (2021). https://doi.org/10.2514/1.J060733
Ramesh, K., Gopalarathnam, A., Edwards, J.R., Ol, M.V., Granlund, K.: An unsteady airfoil theory applied to pitching motions validated against experiment and computation. Theoret. Comput. Fluid Dyn. 27(6), 843–864 (2013). https://doi.org/10.1007/s00162-012-0292-8
Hirato, Y., Shen, M., Aggarwal, S., Gopalarathnam, A., Edwards, J.R.: Initiation of leading-edge-vortex formation on finite wings in unsteady flow. In: 53rd AIAA Aerospace Sciences Meeting. American Institute of Aeronautics and Astronautics, Kissimmee, Florida (2015). https://doi.org/10.2514/6.2015-0546
SureshBabu, A., Medina, A., Rockwood, M., Bryant, M., Gopalarathnam, A.: Theoretical and experimental investigation of an unsteady airfoil in the presence of external flow disturbances. J. Fluid Mech. 921, 55 (2021). https://doi.org/10.1017/jfm.2021.484
Suresh Babu, A.V., Narsipur, S., Bryant, M., Gopalarathnam, A.: Leading-edge-vortex tailoring on unsteady airfoils using an inverse aerodynamic approach. Phys. Fluids 34(5), 057107 (2022). https://doi.org/10.1063/5.0090328
Garrick, I.E.: Propulsion of a flapping and oscillating airfoil. Technical Report NACA TR 567, NACA (1937)
Drela, M.: Xfoil: an analysis and design system for low Reynolds number airfoils. In: Low Reynolds number aerodynamics, pp. 1–12 (1989)
Eldredge, J.D., Wang, C.J., Ol, M.V.: A computational study of a canonical pitch-up, pitch-down wing maneuver. In: AIAA Paper 2009–3687 (2009)
Granlund, K.O., Ol, M.V., Bernal, L.P.: Unsteady pitching flat plates. J. Fluid Mech. 733, 5 (2013). https://doi.org/10.1017/jfm.2013.444
Cassidy, D.A., Edwards, J.R., Tian, M.: An investigation of interface-sharpening schemes for multiphase mixture flows. J. Comput. Phys. 228(16), 5628–5649 (2009)
Colella, P., Woodward, P.R.: The piecewise parabolic method (ppm) for gas-dynamic simulations. J. Comput. Phys. 54, 174–201 (1984)
Edwards, J.R., Chandra, S.: Comparison of eddy viscosity-transport turbulence models for three-dimensional, shock-separated flowfields. AIAA J. 34(4), 756–763 (1996)
Nielsen, T.B., Edwards, J.R., Chelliah, H.K., Lieber, D., Geipel, C., Goyne, C.P., Rockwell, R.D., Cutler, A.D.: Hybrid large eddy simulation/reynolds-averaged navier-stokes analysis of a premixed ethylene-fueled dual-mode scramjet combustor. AIAA J. 59(7), 2440–2456 (2021)
Leishman, J.G.: Dynamic stall experiments on the NACA 23012 aerofoil. Exp. Fluids 9(1–2), 49–58 (1990). https://doi.org/10.1007/BF00575335
Lee, T., Gerontakos, P.: Investigation of flow over an oscillating airfoil. J. Fluid Mech. (2004). https://doi.org/10.1017/S0022112004009851
Tritton, D.J.: Physical fluid dynamics. Springer (2012). https://doi.org/10.1007/978-94-009-9992-3
Doligalski, T., Smith, C., Walker, J.: Vortex interactions with walls. Annu. Rev. Fluid Mech. 26(1), 573–616 (1994)
Gupta, R., Ansell, P.J.: Unsteady flow physics of airfoil dynamic stall. AIAA J. 57(1), 165–175 (2019). https://doi.org/10.2514/1.J057257
Le Fouest, S., Mulleners, K.: The dynamic stall dilemma for vertical-axis wind turbines. Renew. Energy 198, 505–520 (2022). https://doi.org/10.1016/j.renene.2022.07.071
Hess, J.L., Smith, A.M.O.: Calculation of potential flow about arbitrary bodies. Prog. Aerosp. Sci. 8, 1–138 (1967). https://doi.org/10.1016/0376-0421(67)90003-6
Katz, J., Plotkin, A.: Low-Speed Aerodynamics. Cambridge Aerospace Series, 2nd edn. Cambridge University Press, Cambridge (2001)
Young, J.: Numerical simulation of the unsteady aerodynamics of flapping airfoils. PhD thesis, University of New South Wales, Australian Defence Force Academy, School of Aerospace, Civil and Mechanical Engineering (2005)
Müller-Vahl, H.F., Strangfeld, C., Nayeri, C.N., Paschereit, C.O., Greenblatt, D.: Control of thick airfoil, deep dynamic stall using steady blowing. AIAA J. 53(2), 277–295 (2015). https://doi.org/10.2514/1.J053090
Acknowledgements
The authors would like to gratefully acknowledge Professor Jack Edwards of North Carolina State University (NCSU) for providing the REACTMB-INS code used for numerical results in this work. We also acknowledge the computing resources provided by North Carolina State University High Performance Computing Services Core Facility (RRID:SCR_022168).
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Ramanathan, H., Gopalarathnam, A. Prediction of leading-edge-vortex initiation using criticality of the boundary layer. Theor. Comput. Fluid Dyn. 37, 397–420 (2023). https://doi.org/10.1007/s00162-023-00648-z
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DOI: https://doi.org/10.1007/s00162-023-00648-z