Processing math: 100%
EI、Scopus 收录
中文核心期刊
Meng Xiang, Lu Zhaolin, Li Dong, Zhang Kai. An integral method for estimating wall friction velocity in turbulent boundary layers. Chinese Journal of Theoretical and Applied Mechanics, 2025, 57(1): 43-54. DOI: 10.6052/0459-1879-24-343
Citation: Meng Xiang, Lu Zhaolin, Li Dong, Zhang Kai. An integral method for estimating wall friction velocity in turbulent boundary layers. Chinese Journal of Theoretical and Applied Mechanics, 2025, 57(1): 43-54. DOI: 10.6052/0459-1879-24-343

AN INTEGRAL METHOD FOR ESTIMATING WALL FRICTION VELOCITY IN TURBULENT BOUNDARY LAYERS

  • Received Date: July 18, 2024
  • Accepted Date: December 01, 2024
  • Available Online: December 01, 2024
  • Published Date: December 03, 2024
  • Turbulent boundary layer (TBL) flows widely exist in nature, as well as in aerospace and environmental engineering applications. Wall friction velocity serves as an important parameter for both theoretical analysis and practical applications in TBL, and its accurate prediction holds significant value from scientific and engineering perspectives. Based on an integral analysis of the Reynolds-averaged momentum equation, an integral method is proposed to determine the wall friction velocity in TBL using the wall-normal profiles of the mean velocity and Reynolds shear stress. The method only requires the mean profiles in the outer layer of the TBL at a single streamwise location, which significantly reduces the dependence on the near-wall data. A number of direct numerical simulation and experimental data available in the literature are used to evaluate the performance of the proposed method. The wall friction velocities obtained using the present method agree with those published values, typically within ±3%. In addition, it is found that the lower and upper integration limits, as well as the boundary layer thickness have insignificant effects on the accuracy of the method. We also compared the present approach with other integral methods in the literature, demonstrating that the predictive accuracy of wall friction velocity in TBL is highly dependent on the total shear stress model used. In summary, the proposed method shows high accuracy and good robustness in both the incompressible smooth- and rough-wall TBL under zero pressure gradient. The present study provides theoretical guidance for the accurate prediction and control of turbulent wall friction drag in the major engineering applications, such as aerospace, and energy and power systems.
  • [1]
    陶智, 马遥, 由儒全等. 边界层理论研究进展综述. 中国科学: 技术科学, 2024, 54(6): 979-1002 (Tao Zhi, Ma Yao, You Ruquan, et al. A review of the research progress of boundary layer theory. Scientia Sinica Technologica, 2024, 54(6): 979-1002 (in Chinese)

    Tao Zhi, Ma Yao, You Ruquan, et al. A review of the research progress of boundary layer theory. Scientia Sinica Technologica, 2024, 54(6): 979-1002 (in Chinese)
    [2]
    郑海涛, 刘建国, 罗涛等. 近海海洋边界层大气污染综合立体探测技术研究进展. 环境工程, 2024, 42(3): 1-16 (Zheng Haitao, Liu Jianguo, Luo Tao, et al. Research progress on integrated three-dimensional detection technology for atmospheric pollution in coastal ocean boundary layer. Environmental Engineering, 2024, 42(3): 1-16 (in Chinese)

    Zheng Haitao, Liu Jianguo, Luo Tao, et al. Research progress on integrated three-dimensional detection technology for atmospheric pollution in coastal ocean boundary layer. Environmental Engineering, 2024, 42(3): 1-16 (in Chinese)
    [3]
    王同光, 田琳琳, 钟伟等. 风能利用中的空气动力学研究进展Ⅱ: 入流和尾流特性. 空气动力学学报, 2022, 40(4): 22-50 (Wang Tongguang, Tian Linlin, Zhong Wei, et al. Aerodynamic research progress in wind energy Ⅱ: Inflow and wake characteristics. Acta Aerodynamica Sinica, 2022, 40(4): 22-50 (in Chinese)

    Wang Tongguang, Tian Linlin, Zhong Wei, et al. Aerodynamic research progress in wind energy Ⅱ: Inflow and wake characteristics. Acta Aerodynamica Sinica, 2022, 40(4): 22-50 (in Chinese)
    [4]
    郑晓静, 王国华. 高雷诺数壁湍流的研究进展及挑战. 力学进展, 2020, 50: 1-49 (Zheng Xiaojing, Wang Guohua. Progresses and challenges of high Reynolds number wall-bounded turbulence. Advances in Mechanics, 2020, 50: 1-49 (in Chinese)

    Zheng Xiaojing, Wang Guohua. Progresses and challenges of high Reynolds number wall-bounded turbulence. Advances in Mechanics, 2020, 50: 1-49 (in Chinese)
    [5]
    Schultz MP, Bendick J, Holm E, et al. Economic impact of biofouling on a naval surface ship. Biofouling, 2011, 27(1): 87-98 doi: 10.1080/08927014.2010.542809
    [6]
    Perlin M, Dowling DR, Ceccio SL. Freeman scholar review: Passive and active skin-friction drag reduction in turbulent boundary layers. Journal of Fluids Engineering, 2016, 138(9): 091104 doi: 10.1115/1.4033295
    [7]
    Winter K. An outline of the techniques available for the measurement of skin friction in turbulent boundary layers. Progress in Aerospace Sciences, 1979, 18(1): 1-57
    [8]
    Fernholz H, Janke G, Schober M, et al. New developments and applications of skin-friction measuring techniques. Measurement Science and Technology, 1996, 7(10): 1396 doi: 10.1088/0957-0233/7/10/010
    [9]
    Naughton JW, Sheplak M. Modern developments in shear-stress measurement. Progress in Aerospace Sciences, 2002, 38(6-7): 515-570 doi: 10.1016/S0376-0421(02)00031-3
    [10]
    Örlü R, Vinuesa R. Instantaneous wall-shear-stress measurements: Advances and application to near-wall extreme events. Measurement Science and Technology, 2020, 31(11): 112001 doi: 10.1088/1361-6501/aba06f
    [11]
    高南, 刘玄鹤. 实用化壁面切应力测量技术的综述与展望. 空气动力学学报, 2023, 41(3): 1-24 (Gao Nan, Liu Xuanhe. A review of wall-shear-stress measurement techniques for practical applictions. Acta Aerodynamica Sinica, 2023, 41(3): 1-24 (in Chinese)

    Gao Nan, Liu Xuanhe. A review of wall-shear-stress measurement techniques for practical applictions. Acta Aerodynamica Sinica, 2023, 41(3): 1-24 (in Chinese)
    [12]
    Shen J, Pan C, Wang J. Accurate measurement of wall skin friction by single-pixel ensemble correlation. Science China Physics, Mechanics & Astronomy, 2014, 57(7): 1352-1362
    [13]
    Kähler CJ, Scholz U, Ortmanns J. Wall-shear-stress and near-wall turbulence measurements up to single pixel resolution by means of long-distance micro-PIV. Experiments in Fluids, 2006, 41(2): 327-341 doi: 10.1007/s00348-006-0167-0
    [14]
    Bailey S, Hultmark M, Monty JP, et al. Obtaining accurate mean velocity measurements in high Reynolds number turbulent boundary layers using Pitot tubes. Journal of Fluid Mechanics, 2013, 715: 642-670 doi: 10.1017/jfm.2012.538
    [15]
    Vagt J, Fernholz H. Use of surface fences to measure wall shear stress in three-dimensional boundary layers. Aeronautical Quarterly, 1973, 24(2): 87-91 doi: 10.1017/S0001925900006478
    [16]
    Marusic I, McKeon BJ, Monkewitz PA, et al. Wall-bounded turbulent flows at high Reynolds numbers: Recent advances and key issues. Physics of Fluids, 2010, 22(6): 065103 doi: 10.1063/1.3453711
    [17]
    Segalini A, Rüedi JD, Monkewitz PA. Systematic errors of skin-friction measurements by oil-film interferometry. Journal of Fluid Mechanics, 2015, 773: 298-326 doi: 10.1017/jfm.2015.237
    [18]
    Ruedi J, Nagib H, Österlund J, et al. Evaluation of three techniques for wall-shear measurements in three-dimensional flows. Experiments in Fluids, 2003, 35(5): 389-396 doi: 10.1007/s00348-003-0650-9
    [19]
    Ligrani P, Bradshaw P. Spatial resolution and measurement of turbulence in the viscous sublayer using subminiature hot-wire probes. Experiments in Fluids, 1987, 5(6): 407-417 doi: 10.1007/BF00264405
    [20]
    Örlü R, Alfredsson PH. On spatial resolution issues related to time-averaged quantities using hot-wire anemometry. Experiments in Fluids, 2010, 49(1): 101-110 doi: 10.1007/s00348-009-0808-1
    [21]
    Alfredsson PH, Örlü R, Schlatter P. The viscous sublayer revisited–exploiting self-similarity to determine the wall position and friction velocity. Experiments in Fluids, 2011, 51(1): 271-280 doi: 10.1007/s00348-011-1048-8
    [22]
    Clauser FH. Turbulent boundary layers in adverse pressure gradients. Journal of the Aeronautical Sciences, 1954, 21(2): 91-108 doi: 10.2514/8.2938
    [23]
    Nagib HM, Chauhan KA. Variations of von Kármán coefficient in canonical flows. Physics of Fluids, 2008, 20(10): 101518 doi: 10.1063/1.3006423
    [24]
    Hites M, Nagib H, Wark C, et al. Velocity and wall shear-stress measurements in high-Reynolds-number turbulent boundary layers//28th Fluid Dynamics Conference, June 29-July 02, 1997, Snowmass Village, CO, USA, https://doi.org/10.2514/6.1997-1873
    [25]
    Brzek B, Cal RB, Johansson G, et al. Inner and outer scalings in rough surface zero pressure gradient turbulent boundary layers. Physics of Fluids, 2007, 19(6): 065101 doi: 10.1063/1.2732439
    [26]
    Ligrani PM, Moffat RJ. Structure of transitionally rough and fully rough turbulent boundary layers. Journal of Fluid Mechanics, 1986, 162: 69-98 doi: 10.1017/S0022112086001933
    [27]
    Volino RJ, Schultz MP. Determination of wall shear stress from mean velocity and Reynolds shear stress profiles. Physical Review Fluids, 2018, 3(3): 034606 doi: 10.1103/PhysRevFluids.3.034606
    [28]
    Xia Z, Zhang P, Yang XI. On skin friction in wall-bounded turbulence. Acta Mechanica Sinica, 2021, 37(4): 589-598 doi: 10.1007/s10409-020-01024-4
    [29]
    Li D, Liu Y, Luo K, et al. An integral method to determine mean skin friction in turbulent boundary layers. Physics of Fluids, 2023, 35(3): 035127 doi: 10.1063/5.0142609
    [30]
    Fukagata K, Iwamoto K, Kasagi N. Contribution of Reynolds stress distribution to the skin friction in wall-bounded flows. Physics of Fluids, 2002, 14(11): L73-L76 doi: 10.1063/1.1516779
    [31]
    Mehdi F, White CM. Integral form of the skin friction coefficient suitable for experimental data. Experiments in Fluids, 2011, 50(1): 43-51 doi: 10.1007/s00348-010-0893-1
    [32]
    Mehdi F, Johansson TG, White CM, et al. On determining wall shear stress in spatially developing two-dimensional wall-bounded flows. Experiments in Fluids, 2013, 55(1): 1-9
    [33]
    Kumar P, Mahesh K. Simple model for mean stress in turbulent boundary layers. Physical Review Fluids, 2021, 6(2): 024603 doi: 10.1103/PhysRevFluids.6.024603
    [34]
    Chen X, She ZS. Analytic prediction for planar turbulent boundary layers. Science China Physics, Mechanics & Astronomy, 2016, 59(11): 114711
    [35]
    Xia QJ, Huang WX, Xu CX, et al. Direct numerical simulation of spatially developing turbulent boundary layers with opposition control. Fluid Dynamics Research, 2015, 47(2): 025503 doi: 10.1088/0169-5983/47/2/025503
    [36]
    Hou Y, Somandepalli VS, Mungal M. A technique to determine total shear stress and polymer stress profiles in drag reduced boundary layer flows. Experiments in Fluids, 2006, 40(4): 589-600 doi: 10.1007/s00348-005-0098-1
    [37]
    Schlatter P, Örlü R. Assessment of direct numerical simulation data of turbulent boundary layers. Journal of Fluid Mechanics, 2010, 659: 116-126 doi: 10.1017/S0022112010003113
    [38]
    Chen X, Hussain F, She ZS. Non-universal scaling transition of momentum cascade in wall turbulence. Journal of Fluid Mechanics, 2019, 871: R2 doi: 10.1017/jfm.2019.309
    [39]
    Sillero JA, Jiménez J, Moser RD. One-point statistics for turbulent wall-bounded flows at Reynolds numbers up to δ + ≈ 2000. Physics of Fluids, 2013, 25(10): 105102 doi: 10.1063/1.4823831
    [40]
    Morrill-Winter C, Klewicki J, Baidya R, et al. Temporally optimized spanwise vorticity sensor measurements in turbulent boundary layers. Experiments in Fluids, 2015, 56(12): 1-14
    [41]
    Morrill-Winter C, Squire D, Klewicki J, et al. Reynolds number and roughness effects on turbulent stresses in sandpaper roughness boundary layers. Physical Review Fluids, 2017, 2(5): 054608 doi: 10.1103/PhysRevFluids.2.054608
    [42]
    Li D, Luo K, Fan J. Direct numerical simulation of heat transfer in a spatially developing turbulent boundary layer. Physics of Fluids, 2016, 28(10): 105104 doi: 10.1063/1.4964686
    [43]
    Vallikivi M, Hultmark M, Smits AJ. Turbulent boundary layer statistics at very high Reynolds number. Journal of Fluid Mechanics, 2015, 779: 371-389 doi: 10.1017/jfm.2015.273
    [44]
    Schultz M, Flack K. The rough-wall turbulent boundary layer from the hydraulically smooth to the fully rough regime. Journal of Fluid Mechanics, 2007, 580: 381-405 doi: 10.1017/S0022112007005502
    [45]
    Monkewitz P, Chauhan K, Nagib H. Self-consistent high-Reynolds number asymptotics for ZPG turbulent boundary layers. Physics of Fluids, 2007, 19(11): 115105 doi: 10.1063/1.2780195
    [46]
    Wu X, Moin P, Wallace JM, et al. Transitional-turbulent spots and turbulent-turbulent spots in boundary layers. Proceedings of the National Academy of Sciences, 2017, 114(27): E5292-E5299
    [47]
    Jiménez J, Hoyas S, Simens MP, et al. Turbulent boundary layers and channels at moderate Reynolds numbers. Journal of Fluid Mechanics, 2010, 657: 335-360 doi: 10.1017/S0022112010001370
    [48]
    Efros V, Krogstad PÅ. Development of a turbulent boundary layer after a step from smooth to rough surface. Experiments in Fluids, 2011, 51(6): 1563-1575 doi: 10.1007/s00348-011-1167-2
    [49]
    Österlund JM. Experimental studies of zero pressure-gradient turbulent boundary layer flow. [PhD Thesis]. Stockholm: KTH Royal Institute of Technology, 1999
    [50]
    Harun Z. The structure of adverse and favourable pressure gradient turbulent boundary layers. [PhD Thesis]. Melbourne: University of Melbourne, 2012
    [51]
    Harun Z, Monty JP, Mathis R, et al. Pressure gradient effects on the large-scale structure of turbulent boundary layers. Journal of Fluid Mechanics, 2013, 715: 477-498 doi: 10.1017/jfm.2012.531
    [52]
    Erm LP, Joubert PN. Low-Reynolds-number turbulent boundary layers. Journal of Fluid Mechanics, 1991, 230: 1-44 doi: 10.1017/S0022112091000691
    [53]
    Fernholz H, Krause E, Nockemann M, et al. Comparative measurements in the canonical boundary layer at Reδ2 ≤ 6 × 104 on the wall of the German-Dutch windtunnel. Physics of Fluids, 1995, 7(6): 1275-1281 doi: 10.1063/1.868516
    [54]
    Saddoughi SG, Veeravalli SV. Local isotropy in turbulent boundary layers at high Reynolds number. Journal of Fluid Mechanics, 1994, 268: 333-372 doi: 10.1017/S0022112094001370
    [55]
    Schultz M, Flack K. Outer layer similarity in fully rough turbulent boundary layers. Experiments in Fluids, 2005, 38(3): 328-340 doi: 10.1007/s00348-004-0903-2
    [56]
    Perry A, Li JD. Experimental support for the attached-eddy hypothesis in zero-pressure-gradient turbulent boundary layers. Journal of Fluid Mechanics, 1990, 218: 405-438 doi: 10.1017/S0022112090001057
    [57]
    Mehdi F, Klewicki J, White C. Mean force structure and its scaling in rough-wall turbulent boundary layers. Journal of Fluid Mechanics, 2013, 731: 682-712 doi: 10.1017/jfm.2013.385
    [58]
    Kumar P, Mahesh K. A method to determine wall shear stress from mean profiles in turbulent boundary layers. Experiments in Fluids, 2022, 63(1): 6 doi: 10.1007/s00348-021-03352-y

Catalog

    Article Metrics

    Article views (212) PDF downloads (73) Cited by()
    Related

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return