- Access by Xinjiang University
Numerical study of turbulent channel flow perturbed by spanwise topographic heterogeneity: Amplitude and frequency modulation within low- and high-momentum pathways
Phys. Rev. Fluids 3, 044602 – Published 9 April, 2018
DOI: https://doi.org/10.1103/PhysRevFluids.3.044602
Abstract
We have studied the effects of topographically driven secondary flows on inner-outer interaction in turbulent channel flow. Recent studies have revealed that large-scale motions in the logarithmic region impose an amplitude and frequency modulation on the dynamics of small-scale structures near the wall. This led to development of a predictive model for near-wall dynamics, which has practical relevance for large-eddy simulations. Existing work on amplitude modulation has focused on smooth-wall flows; however, Anderson [J. Fluid Mech. 789, 567 (2016)] addressed the problem of rough-wall turbulent channel flow in which the correlation profiles for amplitude modulation showed trends similar to those reported by Mathis et al. [Phys. Fluids 21, 111703 (2009)]. For the present study, we considered flow over surfaces with a prominent spanwise heterogeneity, such that domain-scale turbulent secondary flows in the form of counter-rotating vortices are sustained within the flow. (We also show results for flow over a homogeneous roughness, which serves as a benchmark against the spanwise-perturbed cases.) The vortices are anchored to the topography such that prominent upwelling and downwelling occur above the low and high roughness, respectively. We have quantified the extent to which such secondary flows disrupt the distribution of spectral density across constituent wavelengths throughout the depth of the flow, which has direct implications for the existence of amplitude and frequency modulation. We find that the distinct outer peak associated with large-scale motions—the “modulators”—is preserved within the upwelling zone but vanishes in the downwelling zone. Within the downwelling zones, structures are steeper and shorter. Single- and two-point correlations for inner-outer amplitude and frequency modulation demonstrate insensitivity to resolution across cases. We also show a pronounced crossover between the single- and two-point correlations, a product of modulation quantification based upon Parseval's theorem (i.e., spectral density, but not the wavelength at which energy resides, defines the strength of modulation).
Physics Subject Headings (PhySH)
Article Text
References (84)
- A. A. Townsend, The Structure of Turbulent Shear Flow (Cambridge University Press, Cambridge, UK, 1976).
- S. J. Kline, W. C. Reynolds, F. A. Schraub, and P. W. Runstadler, The structure of turbulent boundary layers, J. Fluid Mech. 30, 741 (1967).
- K. N. Rao, R. Narasimha, and M. A. Badri Narayanan, The bursting phenomena in a turbulent boundary layer, J. Fluid Mech. 48, 339 (1971).
- P. R. Bandyopadhyay and A. K. M. F. Hussain, The coupling between scales in shear flows, Phys. Fluids 27, 2221 (1984).
- W. Schoppa and F. Hussain, Coherent structure generation in near-wall turbulence, J. Fluid Mech. 453, 57 (2002).
- C. D. Meinhart and R. J. Adrian, On the existence of uniform momentum zones in a turbulent boundary layer, Phys. Fluids 7, 694 (1995).
- N. Hutchins and I. Marusic, Evidence of very long meandering features in the logarithmic region of turbulent boundary layers, J. Fluid Mech. 579, 1 (2007).
- R. J. Adrian, C. D. Meinhart, and C. D. Tomkins, Vortex organization in the outer region of the turbulent boundary layer, J. Fluid Mech. 422, 1 (2000).
- R. J. Adrian, Hairpin vortex organization in wall turbulence, Phys. Fluids 19, 041301 (2007).
- A. J. Grass, Structural features of turbulent flow over smooth and rough boundaries, J. Fluid Mech. 50, 233 (1971).
- M. R. Raupach, R. A. Antonia, and S. Rajagopalan, Rough-wall turbulent boundary layers, Appl. Mech. Rev. 44, 1 (1991).
- R. Mejia-Alvarez and K. T. Christensen, Low-order representations of irregular surface roughness and their impact on a turbulent boundary layer, Phys. Fluids 22, 015106 (2010).
- J. Jimenez, Turbulent flow over rough wall, Annu. Rev. Fluid Mech. 36, 173 (2004).
- I. P. Castro, Rough-wall boundary layers: Mean flow universality, J. Fluid Mech. 585, 469 (2007).
- B. Ganapathisubramani, E. K. Longmire, and I. Marusic, Characteristics of vortex packets in turbulent boundary layers, J. Fluid Mech. 478, 35 (2003).
- R. J. Volino, M. P. Schultz, and K. A. Flack, Turbulence structure in rough- and smooth-wall boundary layers, J. Fluid Mech. 592, 263 (2007).
- Y. Wu and K. T. Christensen, Outer-layer similarity in the presence of a practical rough-wall topology, Phys. Fluids 19, 085108 (2007).
- J. Hong, J. Katz, C. Meneveau, and M. Schultz, Coherent structures and associated subgrid-scale energy transfer in a rough-wall channel flow, J. Fluid Mech. 712, 92 (2012).
- K. C. Kim and R. J. Adrian, Very large-scale motion in the outer layer, Phys. Fluids 11, 417 (1999).
- B. J. Balakumar and R. J. Adrian, Large- and very-large-scale motions in channel and boundary-layer flows, Philos. Trans. R. Soc. A 365, 665 (2007).
- D. J. C. Dennis and T. B. Nickels, Experimental measurement of large-scale three-dimensional structures in a turbulent boundary layer. Part 1. Vortex packets, J. Fluid Mech. 673, 180 (2011).
- D. J. C. Dennis and T. B. Nickels, Experimental measurement of large-scale three-dimensional structures in a turbulent boundary layer. Part 2. Long structures, J. Fluid Mech. 673, 218 (2011).
- J. Ahn, J. H. Lee, J. Lee, J.-H. Kang, and H. J. Sung, Direct numerical simulation of a 30R long turbulent pipe flow at , Phys. Fluids 27, 065110 (2015).
- L. H. O. Hellström, B. Ganapathisubramania, and A. J. Smits, The evolution of large-scale motions in turbulent pipe flow, J. Fluid Mech. 779, 701 (2015).
- J. Fang and F. Porté-Agel, Large-eddy simulation of very-large-scale motions in the neutrally stratified atmospheric boundary layer, Boundary-Layer Meteorol. 155, 397 (2015).
- C. Jacob and W. Anderson, Conditionally averaged large-scale motions in the neutral atmospheric boundary layer: Insights for aeolian processes, Boundary-Layer Meteorol. 162, 21 (2017).
- Y. Wu and K. T. Christensen, Spatial structure of a turbulent boundary layer with irregular surface roughness, J. Fluid Mech. 655, 380 (2010).
- I. Marusic, R. Mathis, and N. Hutchins, Predictive model for wall-bounded turbulent flow, Science 329, 193 (2010).
- R. Mathis, N. Hutchins, and I. Marusic, Large-scale amplitude modulation of the small-scale structures in turbulent boundary layers, J. Fluid Mech. 628, 311 (2009).
- R. Mathis, N. Hutchins, and I. Marusic, A predictive inner-outer model for streamwise turbulence statistics in wall-bounded flows, J. Fluid Mech. 681, 537 (2011).
- R. Mathis, I. Marusic, S. I. Chernyshenko, and N. Hutchins, Estimating wall-shear-stress fluctuations given an outer region input, J. Fluid Mech. 715, 163 (2013).
- K. M. Talluru, R. Baidya, N. Hutchins, and I. Marusic, Amplitude modulation of all three velocity components in turbulent boundary layers, J. Fluid Mech. 746, R1 (2014).
- B. Ganapathisubramani, N. Hutchins, J. P. Monty, D. Chung, and I. Marusic, Amplitude and frequency modulation in wall turbulence, J. Fluid Mech. 712, 61 (2012).
- W. J. Baars, M. K. Talluru, N. Hutchins, and I. Marusic, Wavelet analysis of wall turbulence to study large-scale modulation of small scales, Exp. Fluids 56, 188 (2015).
- G. Pathikonda and K. T. Christensen, Inner-outer interactions in a turbulent boundary layer overlying complex roughness, Phys. Rev. Fluids 2, 044603 (2017).
- W. Anderson, Amplitude modulation of streamwise velocity fluctuations in the roughness sublayer: Evidence from large-eddy simulations, J. Fluid Mech. 789, 567 (2016).
- D. T. Squire, W. J. Baars, N. Hutchins, and I. Marusic, Inner-outer interactions in rough-wall turbulence, J. Turbul. 17, 1159 (2016).
- D. B. Goldstein and T.-C. Tuan, Secondary flow induced by riblets, J. Fluid Mech. 363, 115 (1998).
- R. Mejia-Alvarez and K. T. Christensen, Wall-parallel stereo particle-image velocimetry measurements in the roughness sublayer of turbulent flow overlying highly irregular roughness, Phys. Fluids 25, 115109 (2013).
- B. Nugroho, N. Hutchins, and J. P. Monty, Large-scale spanwise periodicity in a turbulent boundary layer induced by highly ordered and directional surface roughness, Int. J. Heat Fluid Flow 41, 90 (2013).
- D. Willingham, W. Anderson, K. T. Christensen, and J. Barros, Turbulent boundary layer flow over transverse aerodynamic roughness transitions: Induced mixing and flow characterization, Phys. Fluids 26, 025111 (2013).
- J. M. Barros and K. T. Christensen, Observations of turbulent secondary flows in a rough-wall boundary layer, J. Fluid Mech. 748, R1 (2014).
- W. Anderson, J. M. Barros, K. T. Christensen, and A. Awasthi, Numerical and experimental study of mechanisms responsible for turbulent secondary flows in boundary layer flows over spanwise heterogeneous roughness, J. Fluid Mech. 768, 316 (2015).
- J. Yang and W. Anderson, Numerical study of turbulent channel flow over surfaces with variable spanwise heterogeneities: Topographically-driven secondary flows affect outer-layer similarity of turbulent length scales, Flow, Turbul. Combust. 100, 1 (2017).
- T. Medjnoun, C. Vanderwel, and B. Ganapathisubramani, Characteristics of turbulent boundary layers over smooth surfaces with spanwise heterogeneities, J. Fluid Mech. 838, 516 (2018).
- H. G. Hwang and J. H. Lee, Secondary flows in turbulent boundary layers over longitudinal surface roughness, Phys. Rev. Fluids 3, 014608 (2018).
- P. Bradshaw, Turbulent secondary flows, Annu. Rev. Fluid Mech. 19, 53 (1987).
- L. Prandtl, Essentials of Fluid Dynamics (Springer, New York, NY, 1952).
- J. Nikuradse, Laws of flow in rough pipes, NACA Technical Memorandum 1292, 1933 (unpublished).
- E. Brundrett and W. D. Baines, The production and diffusion of vorticity in duct flow, J. Fluid Mech. 19, 375 (1964).
- J. O. Hinze, Secondary currents in wall turbulence, Phys. Fluids 10, S122 (1967).
- C. Vanderwel and B. Ganapathisubramani, Effects of spanwise spacing on large-scale secondary flows in rough-wall turbulent boundary layers, J. Fluid Mech. 774 (2015).
- I. Nezu and H. Nakagawa, Turbulence in Open-Channel Flows (A. A. Balkema, Brookfield, VT, 1993).
- Z.-Q. Wang and N.-S. Cheng, Secondary flows over artificial bed strips, Adv. Water Res. 28, 441 (2005).
- D. A. Vermaas, W. S. J. Uijttewaal, and A. J. F. Hoitink, Lateral transfer of streamwise momentum caused by a roughness transition across a shallow channel, Water Resour. Res. 47, W02530 (2011).
- H. J. Perkins, The formation of streamwise vorticity in turbulent flow, J. Fluid Mech. 44, 721 (1970).
- F. B. Gessner, The origin of secondary flow in turbulent flow along a corner, J. Fluid Mech. 58, 1 (1973).
- W. Anderson, Q. Li, and E. Bou-Zeid, Numerical simulation of flow over urban-like topographies and evaluation of turbulence temporal attributes, J. Turbul. 16, 809 (2015).
- B. Boashash, Estimating and interpreting the instantaneous frequency of a signal. Part 1: Fundamentals, Proc. IEEE 80, 520 (1992).
- L. Cohen, Time-frequency distributions: A review, Proc. IEEE 77, 941 (1989).
- U. Piomelli, J. Ferziger, P. Moin, and J. Kim, New approximate boundary conditions for large eddy simulations of wall-bounded flows, Phys. Fluids A 1, 1061 (1989).
- J. Albertson and M. Parlange, Surface length scales and shear stress: Implications for land-atmosphere interaction over complex terrain, Water Resour. Res. 35, 2121 (1999).
- F. Porte-Agel, C. Meneveau, and M. B. Parlange, A scale-dependent dynamic model for large-eddy simulation: Application to a neutral atmospheric boundary layer, J. Fluid Mech. 415, 261 (2000).
- W. Anderson and C. Meneveau, A large-eddy simulation model for boundary-layer flow over surfaces with horizontally resolved but vertically unresolved roughness elements, Boundary-Layer Meteorol. 137, 397 (2010).
- W. Anderson, An immersed boundary method wall model for high-Reynolds number channel flow over complex topography, Int. J. Numer. Methods Fluids 71, 1588 (2012).
- E. Bou-Zeid, C. Meneveau, and M. B. Parlange, A scale-dependent lagrangian dynamic model for large eddy simulation of complex turbulent flows, Phys. Fluids 17, 025105 (2005).
- S. Chester, C. Meneveau, and M. B. Parlange, Modelling of turbulent flow over fractal trees with renormalized numerical simulation, J. Comput. Phys. 225, 427 (2007).
- M. Calaf, C. Meneveau, and J. Meyers, Large eddy simulation study of fully developed wind-turbine array boundary layers, Phys. Fluids 22, 015110 (2010).
- M. Calaf, M. B. Parlange, and C. Meneveau, Large eddy simulation study of scalar transport in fully developed wind-turbine array boundary layers, Phys. Fluids 23, 126603 (2011).
- W. Anderson, P. Passalacqua, F. Porté-Agel, and C. Meneveau, Large-eddy simulation of atmospheric boundary layer flow over fluvial-like landscapes using a dynamic roughness model, Boundary-Layer Meteorol. 144, 263 (2012).
- J. Graham and C. Meneveau, Modeling turbulent flow over fractal trees using renormalized numerical simulation: Alternate formulations and numerical experiments, Phys. Fluids 24, 125105 (2012).
- W. Anderson and M. Chamecki, Numerical study of turbulent flow over complex aeolian dune fields: The White Sands National Monument, Phys. Rev. E 89, 013005 (2014).
- 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. Wilczek, R. J. A. M. Stevens, and C. Meneveau, Spatio-temporal spectra in the logarithmic layer of wall turbulence: Large-eddy simulations and simple models, J. Fluid Mech. 769, R1 (2015).
- M. Germano, Turbulence—the filtering approach, J. Fluid Mech. 238, 325 (1992).
- J. S. Smagorinsky, General circulation experiments with the primitive equations, Mon. Weather Rev. 91, 99 (1963).
- N. Hutchins, T. B. Nickels, I. Marusic, and M. S. Chong, Hot-wire spatial resolution issues in wall-bounded turbulence, J. Fluid Mech. 635, 103 (2009).
- I. P. Castro, H. Cheng, and R. Reynolds, Turbulence over urban-type roughness: Deductions from wind-tunnel measurements, Boundary-Layer Meteorol. 118, 109 (2006).
- O. Coceal, A. Dobre, T. G. Thomas, and S. E. Belcher, Structure of turbulent flow over regular arrays of cubical roughness, J. Fluid Mech. 589, 375 (2007).
- Y. Wu and K. T. Christensen, Population trends of spanwise vortices in wall turbulence, J. Fluid Mech. 568, 55 (2006).
- G. M. Fishpool, S. Lardeau, and M. A. Leschziner, Persistent non-homogeneous features in periodic channel-flow simulations, Flow Turbul. Combust. 83, 323 (2009).
- R. T. Reynolds, P. Hayden, I. P. Castro, and A. G. Robins, Spanwise variations in nominally two-dimensional rough-wall boundary layers, Exp. Fluids 42, 311 (2007).
- S. Pope, Turbulent Flows (Cambridge University Press, Cambridge, UK, 2000).
- N. Hutchins and I. Marusic, Large-scale influences in near-wall turbulence, Philos. Trans. R. Soc. A 365, 647 (2007).