- Access by Xinjiang University
Scaling laws of velocity gradient moments of attached eddies
Phys. Rev. Fluids 9, 094602 – Published 3 September, 2024
DOI: https://doi.org/10.1103/PhysRevFluids.9.094602
Abstract
Townsend's attached-eddy model (AEM) is one of the most widely used models in explaining and predicting the logarithmic region of wall turbulence. Townsend pioneered the postulate that wall-attached eddies exhibit self-similar velocity distributions. This premise has led to the derivation of velocity variance scalings in the logarithmic region. In particular, the attached eddies have been extracted at moderate scales and have been illustrated to contain the most kinetic energies in the logarithmic region. In the present contribution, we derive analytically the scalings of the moments of velocity gradients of attached eddies by using the AEM. The direct numerical simulation data with the moderate-scale extraction of attached eddies show good agreement with the derived scalings. Moreover, the contributions of different-scale structures to the moments of velocity gradients are compared, showing that the wall scalings of all-scale velocity gradients are interestingly half of moderate-scale attached eddies. This also indicates the non-negligible influence of the small-scale eddies on the velocity gradients in the logarithmic region. In addition, there are departures in the moments of velocity Hessian, inspiring future improvement in the extraction method of attached eddies.
Physics Subject Headings (PhySH)
Article Text
References (61)
- A. J. Smits, B. J. McKeon, and I. Marusic, High Reynolds number wall turbulence, Annu. Rev. Fluid Mech. 43, 353 (2011).
- 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. A. Townsend, The Structure of Turbulent Shear Flow (Cambridge University Press, Cambridge, UK, 1976).
- A. E. Perry and M. S. Chong, On the mechanism of wall turbulence, J. Fluid Mech. 119, 173 (1982).
- J. D. Woodcock and I. Marusic, The statistical behaviour of attached eddies, Phys. Fluids 27, 015104 (2015).
- I. Marusic and J. P. Monty, Attached eddy model of wall turbulence, Annu. Rev. Fluid Mech. 51, 49 (2019).
- X. I. A. Yang and C. Meneveau, Hierarchical random additive model for wall-bounded flows at high Reynolds numbers, Fluid Dyn. Res. 51, 011405 (2019).
- R. Hu, D. Dong, and R. Vinuesa, General attached eddies: Scaling laws and cascade self-similarity, Phys. Rev. Fluids 8, 044603 (2023).
- L. Wang, R. Hu, and X. Zheng, A scaling improved inner-outer decomposition of near-wall turbulent motions, Phys. Fluids 33, 045120 (2021).
- C. Meneveau and I. Marusic, Generalized logarithmic law for high-order moments in turbulent boundary layers, J. Fluid Mech. 719, R1 (2013).
- C. M. de Silva, I. Marusic, J. D. Woodcock, and C. Meneveau, Scaling of second-and higher-order structure functions in turbulent boundary layers, J. Fluid Mech. 769, 654 (2015).
- X. I. A. Yang, I. Marusic, and C. Meneveau, Moment generating functions and scaling laws in the inertial layer of turbulent wall-bounded flows, J. Fluid Mech. 791, R2 (2016).
- X. I. A. Yang, I. Marusic, and C. Meneveau, Hierarchical random additive process and logarithmic scaling of generalized high order, two-point correlations in turbulent boundary layer flow, Phys. Rev. Fluids 1, 024402 (2016).
- X. I. A. Yang, R. Baidya, P. Johnson, I. Marusic, and C. Meneveau, Structure function tensor scaling in the logarithmic region derived from the attached eddy model of wall-bounded turbulent flows, Phys. Rev. Fluids 2, 064602 (2017).
- J. H. Xie, C. de Silva, R. Baidya, X. I. A. Yang, and R. Hu, Third-order structure function in the logarithmic layer of boundary-layer turbulence, Phys. Rev. Fluids 6, 074602 (2021).
- J. Jiménez and S. Hoyas, Turbulent fluctuations above the buffer layer of wall-bounded flows, J. Fluid Mech. 611, 215 (2008).
- 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).
- R. J. A. M. 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).
- M. K. Lee and R. D. Moser, Direct numerical simulation of turbulent channel flow up to , J. Fluid Mech. 774, 395 (2015).
- Y. Yamamoto and Y. Tsuji, Numerical evidence of logarithmic regions in channel flow at , Phys. Rev. Fluids 3, 012602(R) (2018).
- A. Mehrez, J. Philip, Y. Yamamoto, and Y. Tsuji, Pressure and spanwise velocity fluctuations in turbulent channel flows: Logarithmic behavior of moments and coherent structures, Phys. Rev. Fluids 4, 044601 (2019).
- W. J. Baars and I. Marusic, Data-driven decomposition of the streamwise turbulence kinetic energy in boundary layers. Part 2. Integrated energy and , J. Fluid Mech. 882, A26 (2020).
- R. Hu, X. I. A. Yang, and X. Zheng, Wall-attached and wall-detached eddies in wall-bounded turbulent flows, J. Fluid Mech. 885, A30 (2020).
- R. Deshpande, J. P. Monty, and I. Marusic, Active and inactive components of the streamwise velocity in wall-bounded turbulence, J. Fluid Mech. 914, A5 (2021).
- S. Pirozzoli, J. Romero, M. Fatica, R. Verzicco, and P. Orlandi, One-point statistics for turbulent pipe flow up to , J. Fluid Mech. 926, A28 (2021).
- L. Wang, C. Pan, J. Wang, and Q. Gao, Statistical signatures of component wall-attached eddies in proper orthogonal decomposition modes of a turbulent boundary layer, J. Fluid Mech. 944, A26 (2022).
- M. Puccioni, M. Calaf, E. R. Pardyjak, S. Hoch, T. J. Morrison, A. Perelet, and G. V. Iungo, Identification of the energy contributions associated with wall-attached eddies and very-large-scale motions in the near-neutral atmospheric surface layer through wind LiDAR measurements, J. Fluid Mech. 955, A39 (2023).
- J. Yao, S. Rezaeiravesh, P. Schlatter, and F. Hussain, Direct numerical simulation of turbulent pipe flow up to , J. Fluid Mech. 956, A18 (2023).
- A. Lozano-Durán, O. Flores, and J. Jiménez, The three-dimensional structure of momentum transfer in turbulent channels, J. Fluid Mech. 694, 100 (2012).
- Y. Hwang, Statistical structure of self-sustaining attached eddies in turbulent channel flow, J. Fluid Mech. 767, 254 (2015).
- J. Hwang and H. J. Sung, Wall-attached structures of velocity fluctuations in a turbulent boundary layer, J. Fluid Mech. 856, 958 (2018).
- C. Cheng, W. Li, A. Lozano-Durán, and H. Liu, Identity of attached eddies in turbulent channel flows with bidimensional empirical mode decomposition, J. Fluid Mech. 870, 1037 (2019).
- B. J. McKeon, Self-similar hierarchies and attached eddies, Phys. Rev. Fluids 4, 082601(R) (2019).
- Q. Yang, A. P. Willis, and Y. Hwang, Exact coherent states of attached eddies in channel flow, J. Fluid Mech. 862, 1029 (2019).
- R. Hu, X. Zheng, and S. Dong, Extracting discrete hierarchies of Townsend's wall-attached eddies, Phys. Fluids 34, 061701 (2022).
- G. Wu, L. Fang, and J. Zhang, Numerical investigation and parametric analysis of an attached eddy model applied to inlet condition, Phys. Fluids 34, 115143 (2022).
- J. Jiménez, Cascades in wall-bounded turbulence, Annu. Rev. Fluid Mech. 44, 27 (2012).
- X. I. A. Yang and A. Lozano-Duran, A multifractal model for the momentum transfer process in wall-bounded flows, J. Fluid Mech. 824, R2 (2017).
- Y. Mizuno, Spectra of energy transport in turbulent channel flows for moderate Reynolds numbers, J. Fluid Mech. 805, 171 (2016).
- M. Cho, Y. Hwang, and H. Choi, Scale interactions and spectral energy transfer in turbulent channel flow, J. Fluid Mech. 854, 474 (2018).
- M. Lee and R. D. Moser, Spectral analysis of the budget equation in turbulent channel flows at high Reynolds number, J. Fluid Mech. 860, 886 (2019).
- W. Wang, C. Pan, and J. Wang, Energy transfer structures associated with large-scale motions in a turbulent boundary layer, J. Fluid Mech. 906, A14 (2021).
- H. Wang, Z. Yang, T. Wu, and S. Wang, Coherent structures associated with interscale energy transfer in turbulent channel flows, Phys. Rev. Fluids 6, 104601 (2021).
- T. R. Gungor, Y. Maciel, and A. G. Gungor, Energy transfer mechanisms in adverse pressure gradient turbulent boundary layers: Production and inter-component redistribution, J. Fluid Mech. 948, A5 (2022).
- G. K. Batchelor, The Theory of Homogeneous Turbulence (Cambridge University Press, Cambridge, UK, 1953).
- W. J. T. Bos, L. Chevillard, J. F. Scott, and R. Rubinstein, Reynolds number effect on the velocity increment skewness in isotropic turbulence, Phys. Fluids 24, 015108 (2012).
- H. K. Zhao, Y. W. Liu, L. Shao, L. Fang, and M. Dong, Existence of positive skewness of velocity gradient in early transition, Phys. Rev. Fluids 6, 104608 (2021).
- G. X. Cui, H. B. Zhou, Z. S. Zhang, and L. Shao, A new dynamic subgrid eddy viscosity model with application to turbulent channel flow, Phys. Fluids 16, 2835 (2004).
- X. Shao, J. Fang, and L. Fang, Non-equilibrium dissipation laws in a minimal two-scale wake model, Phys. Fluids 35, 085105 (2023).
- J. Graham, K. Kanov, X. I. A. Yang, M. Lee, N. Malaya, C. C. Lalescu, R. Burns, G. Eyink, A. Szalay, R. D. Moser, and C. Meneveau, A web services accessible database of turbulent channel flow and its use for testing a new integral wall model for LES, J. Turbul. 17, 181 (2016).
- S. Hoyas and J. Jiménez, Scaling of the velocity fluctuations in turbulent channels up to , Phys. Fluids 18, 011702 (2006).
- A. E. Perry and I. Marusic, A wall-wake model for the turbulence structure of boundary layers. Part 1. Extension of the attached eddy hypothesis, J. Fluid Mech. 298, 361 (1995).
- I. Marušić and A. E. Perry, A wall-wake model for the turbulence structure of boundary layers. Part 2. Further experimental support, J. Fluid Mech. 298, 389 (1995).
- W. J. Baars and I. Marusic, Data-driven decomposition of the streamwise turbulence kinetic energy in boundary layers. Part 1. Energy spectra, J. Fluid Mech. 882, A25 (2020).
- J. Jiménez and R. D. Moser, What are we learning from simulating wall turbulence? Philos. Trans. R. Soc. A 365, 715 (2007).
- J. Klewicki, P. Fife, and T. Wei, On the logarithmic mean profile, J. Fluid Mech. 638, 73 (2009).
- M. Lesieur, Turbulence in Fluids (Kluwer Academic, Dordrecht, 1997).
- S. L. Tang and R. A. Antonia, Similarity for dissipation-scaled wall turbulence, J. Fluid Mech. 960, A18 (2023).
- C. W. Van Atta and R. A. Antonia, Reynolds number dependence of skewness and flatness factors of turbulent velocity derivatives, Phys. Fluids 23, 252 (1980).
- P. F. Yang, J. Fang, L. Fang, A. Pumir, and H. T. Xu, Low-order moments of the velocity gradient in homogeneous compressible turbulence, J. Fluid Mech. 947, R1 (2022).
- C. S. Luo, P. F. Yang, and L. Fang, Low-order moments of velocity gradient tensors in two-dimensional isotropic turbulence, Symmetry 16, 175 (2022).