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Asymptotic closure model for inertial particle transport in turbulent boundary layers
Phys. Rev. Fluids 8, 014301 – Published 13 January, 2023
DOI: https://doi.org/10.1103/PhysRevFluids.8.014301
Abstract
Transport equations for heavy inertial particles in turbulent boundary layers may be derived from an underlying phase-space probability density function (PDF) equation. These equations, however, are unclosed, and the standard closure approach is to use a quasinormal approximation (QNA) in which the fourth moments are approximated as behaving as if the velocities were Normally distributed. Except for particles with weak inertia, the QNA leads to large quantitative errors, and is not consistent with the known asymptotic predictions of [D. P. Sikovsky, Flow, Turbul. Combust. 92, 41 (2014)] for the moments of the PDF in the viscous sublayer. We derive a closure approximation based on an asymptotic solution to the transport equations in regions where the effect of particle inertia is significant. The closure is consistent with the asymptotic predictions of Sikovsky, but applies even outside the viscous sublayer. Comparisons with direct numerical simulations (DNSs) show that the closure gives similar results to the QNA (with the QNA results in slightly better agreement with the DNS) when the viscous Stokes number is , but for our model is in far better agreement with the DNS than the QNA. While the predictions from our model leave room for improvement, the results suggest that our closure strategy is a very effective alternative to the traditional QNA approach, and the closure could be refined in future work.
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References (25)
- H. Rouse, Modern conceptions of the mechanics of turbulence, Trans. Am. Soc. Civ. Eng. 102, 463 (1937).
- D. H. Richter and M. Chamecki, Inertial effects on the vertical transport of suspended particles in a turbulent boundary layer, Boundary-Layer Meteorol 167, 235 (2018).
- A. D. Bragg, D. H. Richter, and G. Wang, Mechanisms governing the settling velocities and spatial distributions of inertial particles in wall-bounded turbulence, Phys. Rev. Fluids 6, 064302 (2021).
- M. W. Reeks, On a kinetic equation for the transport of particles in turbulent flows, Phys. Fluids 3, 446 (1991).
- L. Zaichik, Modelling of the motion of particles in non-uniform turbulent flow using the equation for the probability density function, J. Appl. Math. Mech. 61, 127 (1997).
- D. Swailes and K. Darbyshire, A generalized Fokker-Planck equation for particle transport in random media, Physica A 242, 38 (1997).
- M. W. Reeks, On probability density function equations for particle dispersion in a uniform shear flow, J. Fluid Mech. 522, 263 (2005).
- A. Bragg, D. C. Swailes, and R. Skartlien, Drift-free kinetic equations for turbulent dispersion, Phys. Rev. E 86, 056306 (2012).
- M. R. Maxey, The gravitational settling of aerosol particles in homogeneous turbulence and random flow fields, J. Fluid Mech. 174, 441 (1987).
- J. Tom and A. D. Bragg, Multiscale preferential sweeping of particles settling in turbulence, J. Fluid Mech. 871, 244 (2019).
- L. I. Zaichik and V. M. Alipchenkov, Modelling of transport and dispersion of arbitrary-density particles in turbulent flows, Int. J. Heat Fluid Flow 31, 850 (2010), Sixth International Symposium on Turbulence, Heat and Mass Transfer, Rome, Italy, 14-18 September 2009.
- D. Swailes, Y. Sergeev, and A. Parker, Chapman-Enskog closure approximation in the kinetic theory of dilute turbulent gas-particulate suspensions, Physica A 254, 517 (1998).
- A. Bragg and L. Collins, New insights from comparing statistical theories for inertial particles in turbulence: I. Spatial distribution of particles, New J. Phys. 16, 055013 (2014).
- A. Bragg and L. Collins, New insights from comparing statistical theories for inertial particles in turbulence: II. Relative velocities of particles, New J. Phys. 16, 055014 (2014).
- D. P. Sikovsky, Singularity of inertial particle concentration in the viscous sublayer of wall-bounded turbulent flows, Flow, Turbul. Combust. 92, 41 (2014).
- P. L. Johnson, M. Bassenne, and P. Moin, Turbophoresis of small inertial particles: Theoretical considerations and application to wall-modelled large-eddy simulations, J. Fluid Mech. 883, A27 (2020).
- D. P. Sikovsky, Particle reynolds stress model for wall turbulence with inertial particle clustering, J. Phys.: Conf. Ser. 1382, 012099 (2019).
- A. Bragg, D. C. Swailes, and R. Skartlien, Particle transport in a turbulent boundary layer: Non-local closures for particle dispersion tensors accounting for particle-wall interactions, Phys. Fluids 24, 103304 (2012).
- J.-P. Minier and E. Peirano, The pdf approach to turbulent polydispersed two-phase flows, Phys. Rep. 352, 1 (2001).
- S. B. Pope, Turbulent Flows (Cambridge University Press, New York, 2000).
- M. Reeks, D. C. Swailes, and A. D. Bragg, Is the kinetic equation for turbulent gas-particle flows ill posed? Phys. Rev. E 97, 023104 (2018).
- P. van Dijk and D. Swailes, Hermite-DG methods for pdf equations modelling particle transport and deposition in turbulent boundary layers, J. Comput. Phys. 231, 4904 (2012).
- R. Skartlien, Kinetic modeling of particles in stratified flow: Evaluation of dispersion tensors in inhomogeneous turbulence, Int. J. Multiphase Flow 33, 1006 (2007).
- L. I. Zaichik, A statistical model of particle transport and heat transfer in turbulent shear flows, Phys. Fluids 11, 1521 (1999).
- C. Marchioli, A. Soldati, J. Kuerten, B. Arcen, A. Tanière, G. Goldensoph, K. Squires, M. Cargnelutti, and L. Portela, Statistics of particle dispersion in direct numerical simulations of wall-bounded turbulence: Results of an international collaborative benchmark test, Int. J. Multiphase Flow 34, 879 (2008).