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Modulation of interphase, cross-scale momentum transfer of turbulent flows by preferentially concentrated inertial particles
Phys. Rev. Fluids 7, 044305 – Published 27 April, 2022
DOI: https://doi.org/10.1103/PhysRevFluids.7.044305
Abstract
Wavelet multiresolution analysis is extended to describe interphase, cross-scale interactions involving turbulence kinetic energy (TKE) of particle-laden turbulence. Homogeneous isotropic turbulence (HIT) suspended with inertial particles at the Stokes number of unity (critical particles) is analyzed. Direct numerical simulation is performed for decaying HIT coupled via the Stokes drag law in two ways with the dispersed phase. The effects of two-way coupling on spectral TKE transfer are examined. Clustering of the critical particles in thin, filamentlike regions is observed, and mean wavelet statistics are similar to those of the Fourier analysis. However, spatially local wavelet analysis demonstrates the complexities of the preferential concentration in interphase, interscale energy transfer and associated challenges in subgrid-scale (SGS) modeling of particle-laden turbulence. Two-way coupling enhances correlations between local particle concentration and local interphase TKE transfer. However, particle concentration alone does not indicate a definite direction of interphase energy transfer. Rather, particle clusters behave as an energy source or sink with similar probabilities. A similar argument is made for correlations between particle concentration and cross-scale energy transfer. Wavelet statistics conditioned on coarse-grained number density support the same conclusions. In addition, the joint statistics show the qualitative consistency of the SGS Stokes number in describing the two-way interactions, which should be considered in the SGS modeling of two-way coupled particle-laden turbulence.
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References (51)
- S. Balachandar and J. K. Eaton, Turbulent dispersed multiphase flow, Annu. Rev. Fluid Mech. 42, 111 (2010).
- A. Y. Varaksin, Turbulent Particle-laden Gas Flows (Springer, Berlin, Heidelberg, 2007).
- A. Prosperetti and G. Tryggvason, Computational Methods for Multiphase Flow (Cambridge University Press, Cambridge, 2009).
- C. T. Crowe, J. D. Schwarzkopf, M. Sommerfeld, and Y. Tsuji, Multiphase Flows with Droplets and Particles (CRC, Boca Raton, FL, 2011).
- S. P. Arya et al., Air Pollution Meteorology and Dispersion (Oxford University Press New York, 1999), Vol. 6.
- A. W. Woods, Turbulent plumes in nature, Annu. Rev. Fluid Mech. 42, 391 (2010).
- D. Lewis and T. Pedley, Planktonic contact rates in homogeneous isotropic turbulence: Theoretical predictions and kinematic simulations, J. Theor. Biol. 205, 377 (2000).
- M. Abkarian, S. Mendez, N. Xue, F. Yang, and H. A. Stone, Speech can produce jet-like transport relevant to asymptomatic spreading of virus, Proc. Natl. Acad. Sci. (USA) 117, 25237 (2020).
- D. W. Rouson and J. K. Eaton, On the preferential concentration of solid particles in turbulent channel flow, J. Fluid Mech. 428, 149 (2001).
- S. L. Post and J. Abraham, Modeling the outcome of drop–drop collisions in diesel sprays, Int. J. Multiphase Flow 28, 997 (2002).
- M. R. Maxey and J. Riley, Equation of motion for a small rigid sphere in a turbulent fluid flow, Phys. Fluids 26, 883 (1983).
- S. Tenneti and S. Subramaniam, Particle-resolved direct numerical simulation for gas-solid flow model development, Annu. Rev. Fluid Mech. 46, 199 (2014).
- S. Subramaniam, Multiphase flows: Rich physics, challenging theory, and big simulations, Phys. Rev. Fluids 5, 110520 (2020).
- J. G. Kuerten, Point-particle DNS and LES of particle-laden turbulent flow—a state-of-the-art review, Flow Turbul. Combust. 97, 689 (2016).
- C. Marchioli, Large-eddy simulation of turbulent dispersed flows: a review of modelling approaches, Acta Mech. 228, 741 (2017).
- C. Meneveau and J. Katz, Scale-invariance and turbulence models for large-eddy simulation, Annu. Rev. Fluid Mech. 32, 1 (2000).
- J. Urzay, M. Bassenne, G. I. Park, and P. Moin, Characteristic regimes of subgrid-scale coupling in LES of particle-laden turbulent flows, Annual Research Briefs (Center for Turbulence Research, Stanford University, 2014), p. 3.
- K. D. Squires and J. K. Eaton, Particle response and turbulence modification in isotropic turbulence, Phys. Fluids 2, 1191 (1990).
- A. Ferrante and S. Elghobashi, On the physical mechanisms of two-way coupling in particle-laden isotropic turbulence, Phys. Fluids 15, 315 (2003).
- A. H. Abdelsamie and C. Lee, Decaying versus stationary turbulence in particle-laden isotropic turbulence: Heavy particle statistics modifications, Phys. Fluids 25, 033303 (2013).
- G. Wang and D. H. Richter, Two mechanisms of modulation of very-large-scale motions by inertial particles in open channel flow, J. Fluid Mech. 868, 538 (2019).
- M. Farge, Wavelet transforms and their applications to turbulence, Annu. Rev. Fluid Mech. 24, 395 (1992).
- K. Schneider and O. V. Vasilyev, Wavelet methods in computational fluid dynamics, Annu. Rev. Fluid Mech. 42, 473 (2010).
- M. Farge and K. Schneider, Wavelet transforms and their applications to MHD and plasma turbulence: a review, J. Plasma Phys. 81, 435810602 (2015).
- J. G. Brasseur and Q. Wang, Structural evolution of intermittency and anisotropy at different scales analyzed using three-dimensional wavelet transforms, Phys. Fluids 4, 2538 (1992).
- R. Camussi and G. Guj, Orthonormal wavelet decomposition of turbulent flows: Intermittency and coherent structures, J. Fluid Mech. 348, 177 (1997).
- W. J. Baars, K. M. Talluru, N. Hutchins, and I. Marusic, Wavelet analysis of wall turbulence to study large-scale modulation of small scales, Exp. Fluids 56, 188 (2015).
- C. Meneveau, Analysis of turbulence in the orthonormal wavelet representation, J. Fluid Mech. 232, 469 (1991).
- S. G. Mallat, A theory for multiresolution signal decomposition: The wavelet representation, IEEE Trans. Pattern Anal. 11, 674 (1989).
- D. C. Dunn and J. F. Morrison, Anisotropy and energy flux in wall turbulence, J. Fluid Mech. 491, 353 (2003).
- J. Kim, M. Bassenne, C. A. Z. Towery, P. E. Hamlington, A. Y. Poludnenko, and J. Urzay, Spatially localized multi-scale energy transfer in turbulent premixed combustion, J. Fluid Mech. 848, 78 (2018).
- A. Freund and A. Ferrante, Wavelet-spectral analysis of droplet-laden isotropic turbulence, J. Fluid Mech. 875, 914 (2019).
- M. Bassenne, P. Moin, and J. Urzay, Wavelet multiresolution analysis of particle-laden turbulence, Phys. Rev. Fluids 3, 084304 (2018).
- H. Pouransari, M. Mortazavi, and A. Mani, Parallel variable-density particle-laden turbulence simulation, Annual Research Briefs (Center for Turbulence Research, Stanford University, 2015).
- T. Passot and A. Pouquet, Numerical simulation of compressible homogeneous flows in the turbulent regime, J. Fluid Mech. 181, 441 (1987).
- M. Bassenne, J. Urzay, G. I. Park, and P. Moin, Constant-energetics physical-space forcing methods for improved convergence to homogeneous-isotropic turbulence with application to particle-laden flows, Phys. Fluids 28, 035114 (2016).
- S. Tenneti, R. Garg, and S. Subramaniam, Drag law for monodisperse gas–solid systems using particle-resolved direct numerical simulation of flow past fixed assemblies of spheres, Int. J. Multiphase Flow 37, 1072 (2011).
- J. Urzay, A. Doostmohammadi, and J. M. Yeomans, Multi-scale statistics of turbulence motorized by active matter, J. Fluid Mech. 822, 762 (2017).
- S. Mallat, A Wavelet Tour of Signal Processing (Elsevier, Amsterdam, 1999).
- S. Elghobashi and G. C. Truesdell, On the two-way interaction between homogeneous turbulence and dispersed solid particles. I: Turbulence modification, Phys. Fluids 5, 1790 (1993).
- A. H. Abdelsamie and C. Lee, Decaying versus stationary turbulence in particle-laden isotropic turbulence: Turbulence modulation mechanism, Phys. Fluids 24, 015106 (2012).
- H. Aluie, Scale decomposition in compressible turbulence, Physica D 247, 54 (2013).
- G. I. Park, M. Bassenne, J. Urzay, and P. Moin, A simple dynamic subgrid-scale model for LES of particle-laden turbulence, Phys. Rev. Fluids 2, 044301 (2017).
- A. M. Ahmed and S. Elghobashi, On the mechanisms of modifying the structure of turbulent homogeneous shear flows by dispersed particles, Phys. Fluids 12, 2906 (2000).
- P. Gualtieri, F. Picano, G. Sardina, and C. M. Casciola, Exact regularized point particle method for multiphase flows in the two-way coupling regime, J. Fluid Mech. 773, 520 (2015).
- J. A. K. Horwitz and A. Mani, Accurate calculation of Stokes drag for point-particle tracking in two-way coupled flows, J. Comput. Phys. 318, 85 (2016).
- P. J. Ireland and O. Desjardins, Improving particle drag predictions in Euler-Lagrange simulations with two-way coupling, J. Comput. Phys. 338, 405 (2017).
- M. Esmaily and J. A. K. Horwitz, A correction scheme for two-way coupled point-particle simulations on anisotropic grids, J. Comput. Phys. 375, 960 (2018).
- S. Balachandar, K. Liu, and M. Lakhote, Self-induced velocity correction for improved drag estimation in Euler–Lagrange point-particle simulations, J. Comput. Phys. 376, 160 (2019).
- G. Mallouppas, W. K. George, and B. G. M. van Wachem, New forcing scheme to sustain particle-laden homogeneous and isotropic turbulence, Phys. Fluids 25, 083304 (2013).
- Y. Yao and J. Capecelatro, Deagglomeration of cohesive particles by turbulence, J. Fluid Mech. 911, A10 (2021).