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Profiles of high-order moments of longitudinal velocity explained by the random sweeping decorrelation hypothesis
Phys. Rev. Fluids 7, 044603 – Published 19 April, 2022
DOI: https://doi.org/10.1103/PhysRevFluids.7.044603
Abstract
Under the assumptions that the random sweeping decorrelation hypothesis applies and that the velocity statistics are near Gaussian, the logarithmic variation of high-order moments of longitudinal velocity with distance from a boundary in the inertial region (where the logarithmic law holds for the mean longitudinal velocity) is explained by the existence of a power law in the longitudinal velocity spectrum. During the idealized horizontal planar array study for quantifying surface heterogeneity, measurements and profiles of longitudinal velocity were collected within the first meter from the surface under mild atmospheric thermal stratification. These measurements show good agreement with the proposed theory. Further investigation into the validity of the random sweeping decorrelation hypothesis reveals that it is not strictly valid across all scales but can be viewed as operationally viable due to inherent cancellation in its interaction terms. More importantly, deviations from the random sweeping decorrelation hypothesis predictions appear consistent across the logarithmic region and captured by a quasiconstant, suggesting possible avenues for correction in the modeling of high-order moments.
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References (59)
- L. Prandtl, Bericht über untersuchungen zur ausgebildeten turbulenz, J. Appl. Math. Mech. 5, 136 (1925).
- T. Von Kármán, Mechanische ähnlichkeit und turbulenz, in Proceedings of the Third International Congress of Applied Mechanics (Sveriges Litografiska Tryckerier, Stockholm, 1930), Vol. 1, pp. 79–93.
- I. Marusic, J. P. Monty, M. Hultmark, and A. J. Smits, On the logarithmic region in wall turbulence, J. Fluid Mech. 716, R3 (2013).
- A. J. Smits, B. J. McKeon, and I. Marusic, High-Reynolds number wall turbulence, Annu. Rev. Fluid Mech. 43, 353 (2011).
- J. Jiménez, Cascades in wall-bounded turbulence, Annu. Rev. Fluid Mech. 44, 27 (2012).
- A. Townsend, The Structure of Turbulent Shear Flow (Cambridge University Press, Cambridge, 1976)
- M. Hultmark, M. Vallikivi, S. C. C. Bailey, and A. J. Smits, Turbulent Pipe Flow at Extreme Reynolds Numbers, Phys. Rev. Lett. 108, 094501 (2012).
- T. Banerjee and G. G. Katul, Logarithmic scaling in the longitudinal velocity variance explained by a spectral budget, Phys. Fluids 25, 125106 (2013).
- A. Yaglom, Fluctuation spectra and variances in convective turbulent boundary layers: A reevaluation of old models, Phys. Fluids 6, 962 (1994).
- T. Banerjee, G. G. Katul, S. T. Salesky, and M. Chamecki, Revisiting the formulations for the longitudinal velocity variance in the unstable atmospheric surface layer, Q. J. R. Meteorol. Soc. 141, 1699 (2015).
- A. E. Perry and C. J. Abell, Asymptotic similarity of turbulence structures in smooth-and rough-walled pipes, J. Fluid Mech. 79, 785 (1977).
- A. E. Perry, S. Henbest, and M. S. Chong, A theoretical and experimental study of wall turbulence, J. Fluid Mech. 165, 163 (1986).
- A. E. Perry and J. D. Li, Experimental support for the attached-eddy hypothesis in zero-pressure-gradient turbulent boundary layers, J. Fluid Mech. 218, 405 (1990).
- J. Jimenez and S. Hoyas, Turbulent fluctuations above the buffer layer of wall-bounded flows, J. Fluid Mech. 611, 215 (2008).
- J. Kaminsky, J. Klewicki, and B. Birnir, Application of the stochastic closure theory to the Townsend-Perry constants, Phys. Rev. E 100, 061101(R) (2019).
- R. Örlü, A. Segalini, J. Klewicki, and P. H. Alfredsson, High-order generalisation of the diagnostic scaling for turbulent boundary layers, J. Turbul. 17, 664 (2016).
- I. Marusic and G. J. Kunkel, Streamwise turbulence intensity formulation for flat-plate boundary layers, Phys. Fluids 15, 2461 (2003).
- R. J. Stevens, M. Wilczek, and C. Meneveau, Large-eddy simulation study of the logarithmic law for second- and higher-order moments in turbulent wall-bounded flow, J. Fluid Mech. 757, 888 (2014).
- A. Morales, M. Wächter, and J. Peinke, Characterization of wind turbulence by higher-order statistics, Wind Energy 15, 391 (2012).
- C. Meneveau and I. Marusic, Generalized logarithmic law for high-order moments in turbulent boundary layers, J. Fluid Mech. 719, R1 (2013).
- G. G. Katul, T. Banerjee, D. Cava, M. Germano, and A. Porporato, Generalized logarithmic scaling for high-order moments of the longitudinal velocity component explained by the random sweeping decorrelation hypothesis, Phys. Fluids 28, 095104 (2016).
- H. Tennekes, Eulerian and lagrangian time microscales in isotropic turbulence, J. Fluid Mech. 67, 561 (1975).
- G. I. Taylor, The spectrum of turbulence, Proc. R. Soc. London A 164, 476 (1938).
- A. N. Kolmogorov, The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers, Proc. R. Soc. London A 434, 9 (1991).
- J. A. Dutton and D. G. Deaven, Some observed properties of atmospheric turbulence, in Statistical Models and Turbulence (Springer, Berlin, Heidelberg, 1972), pp. 352–383.
- A. N. Kolmogorov, The local structure of turbulence in incompressible viscous fluid for very large Reynolds numbers, Dokl. Acad. Nauk SSSR 30, 299 (1941).
- C. W. Van Atta and J. Wyngaard, On higher-order spectra of turbulence, J. Fluid Mech. 72, 673 (1975).
- G. G. Katul and C.-R. Chu, A theoretical and experimental investigation of energy-containing scales in the dynamic sublayer of boundary-layer flows, Bound.-Layer Meteorol. 86, 279 (1998).
- T. Banerjee, D. Li, J.-Y. Juang, and G. Katul, A spectral budget model for the longitudinal turbulent velocity in the stable atmospheric surface layer, J. Atmos. Sci. 73, 145 (2016).
- C. M. Tchen, On the spectrum of energy in turbulent shear flow, J. Res. Natl. Bur. Stand. 50, 51 (1953).
- C. M. Tchen, Transport processes as foundations of the Heisenberg and Obukhoff theories of turbulence, Phys. Rev. 93, 4 (1954).
- M. Chamecki and N. L. Dias, The local isotropy hypothesis and the turbulent kinetic energy dissipation rate in the atmospheric surface layer, Q. J. R. Meteorol. Soc. 130, 2733 (2004).
- B. A. Kader and A. M. Yaglom, Spectra and correlation functions of surface layer atmospheric turbulence in unstable thermal stratification, in Turbulence and Coherent Structures (Springer, Dordrecht, 1991) pp. 387–412.
- S. Pond, S. Smith, P. Hamblin, and R. Burling, Spectra of velocity and temperature fluctuations in the atmospheric boundary layer over the sea, J. Atmos. Sci. 23, 376 (1966).
- P. S. Klebanoff, Characteristics of turbulence in a boundary layer with zero pressure gradient, Tech. Rep. ( National Bureau of Standards, 1955).
- G. G. Katul, C. R. Chu, M. B. Parlange, J. D. Albertson, and T. A. Ortenburger, Low-wavenumber spectral characteristics of velocity and temperature in the atmospheric surface layer, J. Geophys. Res. Atmos. 100, 14243 (1995).
- A. A. Praskovsky, E. B. Gledzer, M. Y. Karyakin, and Y. Zhou, The sweeping decorrelation hypothesis and energy–inertial scale interaction in high Reynolds number flows, J. Fluid Mech. 248, 493 (1993).
- T. Morrison, M. Calaf, C. W. Higgins, S. A. Drake, A. Perelet, and E. Pardyjak, The impact of surface temperature heterogeneity on near-surface heat transport, Bound.-Layer Meteorol. 180, 247 (2021).
- J. C. Klewicki, J. F. Foss, and J. M. Wallace, High Reynolds number [= O()] boundary layer turbulence in the atmospheric surface layer above western Utah's salt flats, in Flow at Ultra-High Reynolds and Rayleigh Numbers (Springer, New York, 1998), pp. 450–466.
- M. M. Metzger and J. C. Klewicki, A comparative study of near-wall turbulence in high and low Reynolds number boundary layers, Phys. Fluids 13, 692 (2001).
- M. Vallikivi and A. J. Smits, Fabrication and characterization of a novel nanoscale thermal anemometry probe, J. Microelectromech. Syst. 23, 899 (2014).
- Y. Fan, G. Arwatz, T. W. Van Buren, D. E. Hoffman, and M. Hultmark, Nanoscale sensing devices for turbulence measurements, Exp. Fluids 56, 138 (2015).
- G. Arwatz, Y. Fan, C. Bahri, and M. Hultmark, Development and characterization of a nano-scale temperature sensor (T-NSTAP) for turbulent temperature measurements, Meas. Sci. Technol. 26, 035103 (2015).
- K. Y. Huang, C. E. Brunner, M. K. Fu, K. Kokmanian, T. J. Morrison, A. O. Perelet, M. Calaf, E. Pardyjak, and M. Hultmark, Investigation of the atmospheric surface layer using a novel high-resolution sensor array, Exp. Fluids 62, 76 (2021).
- K. Y. Huang, G. G. Katul, and M. Hultmark, Velocity and temperature dissimilarity in the surface layer uncovered by the telegraph approximation, Bound.-Layer Meteorol. 180, 385 (2021).
- N. Hutchins, K. Chauhan, I. Marusic, J. Monty, and J. Klewicki, Towards reconciling the large-scale structure of turbulent boundary layers in the atmosphere and laboratory, Bound.-Layer Meteorol. 145, 273 (2012).
- J. S. Bendat and A. G. Piersol, Random Data: Analysis and Measurement Procedures (Wiley, Hoboken, New Jersey, 2011).
- M. Hultmark and A. J. Smits, Temperature corrections for constant temperature and constant current hot-wire anemometers, Meas. Sci. Technol. 21, 105404 (2010).
- G. G. Katul, A. G. Konings, and A. Porporato, Mean Velocity Profile in a Sheared and Thermally Stratified Atmospheric Boundary Layer, Phys. Rev. Lett. 107, 268502 (2011).
- S. Salesky, G. Katul, and M. Chamecki, Buoyancy effects on the integral lengthscales and mean velocity profile in atmospheric surface layer flows, Phys. Fluids 25, 105101 (2013).
- J. C. Wyngaard, Turbulence in the Atmosphere (Cambridge University Press, Cambridge, 2010).
- S. Zilitinkevich, S. Tyuryakov, Y. I. Troitskaya, and E. Mareev, Theoretical models of the height of the atmospheric boundary layer and turbulent entrainment at its upper boundary, Izv. Atmos. Ocean. Phys. 48, 133 (2012).
- M. Raupach, Conditional statistics of reynolds stress in rough-wall and smooth-wall turbulent boundary layers, J. Fluid Mech. 108, 363 (1981).
- M. Heisel, G. G. Katul, M. Chamecki, and M. Guala, Velocity asymmetry and turbulent transport closure in smooth-and rough-wall boundary layers, Phys. Rev. Fluids 5, 104605 (2020).
- H. Fernholz and P. Finleyt, The incompressible zero-pressure-gradient turbulent boundary layer: an assessment of the data, Prog. Aerosp. Sci. 32, 245 (1996).
- T. Wei, P. Fife, J. Klewicki, and P. McMurtry, Properties of the mean momentum balance in turbulent boundary layer, pipe and channel flows, J. Fluid Mech. 522, 303 (2005).
- M. Vallikivi, M. Hultmark, and A. J. Smits, Turbulent boundary layer statistics at very high Reynolds number, J. Fluid Mech. 779, 371 (2015).
- G. G. Katul, C. Manes, A. Porporato, E. Bou-Zeid, and M. Chamecki, Bottlenecks in turbulent kinetic energy spectra predicted from structure function inflections using the von Kármán-Howarth equation, Phys. Rev. E 92, 033009 (2015).
- R. A. Antonia and M. R. Raupach, Spectral scaling in a high Reynolds number laboratory boundary layer, Bound.-Layer Meteorol. 65, 289 (1993).