Turbulent collision efficiency of heavy particles relevant to cloud droplets

The collision efficiency of sedimenting cloud droplets in a turbulent air flow is a key input parameter in predicting the growth of cloud droplets by collision-coalescence. In this study, turbulent collision efficiency was directly computed, using a hybrid direct numerical simulation (HDNS) approach (Ayala et al 2007 J. Comput. Phys. 225 51-73). The HDNS results show that air turbulence enhances the collision efficiency partly due to the fact that aerodynamic interactions (AIs) become less effective in reducing the relative motion of droplets in the presence of background air turbulence. The level of increase in the collision efficiency depends on the flow dissipation rate and the droplet size ratio. For example, the collision efficiency between droplets of 18 and 20µm in radii is increased by air turbulence (relative to the stagnant air case) by a factor of 4 and 1.6 at dissipation rates of 400 and 100cm 2 s 3 , respectively. The collision efficiency for self-collisions in a bidisperse turbulent suspension can be larger than one. Such an increase in self-collisions is related to the far- field many-body AI and depends on the volumetric concentration of droplets. The total turbulent enhancement agrees qualitatively with previous results, but differs on a quantitative level. In the case of cross-size collisions between 18 and 20µm droplets, the total turbulent enhancement can be a factor of 7 and 2 at

[1]  D. Arenberg Turbulence As The Major Factor in the Growth of Cloud Drops , 1939 .

[2]  G. Batchelor Sedimentation in a dilute dispersion of spheres , 1972, Journal of Fluid Mechanics.

[3]  N. Huang,et al.  The dispersion relation for a nonlinear random gravity wave field , 1976, Journal of Fluid Mechanics.

[4]  M. Reeks On the dispersion of small particles suspended in an isotropic turbulent fluid , 1977, Journal of Fluid Mechanics.

[5]  L. R. Koenig,et al.  A Short Course in Cloud Physics , 1979 .

[6]  De Almeida,et al.  The Collisional Problem of Cloud Droplets Moving in a Turbulent Environment–Part II: Turbulent Collision Efficiencies , 1979 .

[7]  Microphysics of Clouds and Precipitation , 1980 .

[8]  J. Klett,et al.  Microphysics of Clouds and Precipitation , 1978, Nature.

[9]  H. R. Pruppacher,et al.  The Effect of Vertical Turbulent Fluctuations in the Atmosphere on the Collection of Aerosol Particles by Cloud Drops , 1985 .

[10]  M. Maxey The gravitational settling of aerosol particles in homogeneous turbulence and random flow fields , 1987, Journal of Fluid Mechanics.

[11]  J. Banavar,et al.  Computer Simulation of Liquids , 1988 .

[12]  Sangtae Kim,et al.  Microhydrodynamics: Principles and Selected Applications , 1991 .

[13]  M. Maxey,et al.  Settling velocity and concentration distribution of heavy particles in homogeneous isotropic turbulence , 1993, Journal of Fluid Mechanics.

[14]  Y. Noh,et al.  The transition in the sedimentation pattern of a particle cloud , 1993 .

[15]  H. Leighton,et al.  The Effect of Turbulence on the Collision Rates of Small Cloud Drops , 1996 .

[16]  Alexander Khain,et al.  Turbulence effects on droplet growth and size distribution in clouds—A review , 1997 .

[17]  Alexander Khain,et al.  Collisions of Small Drops in a Turbulent Flow. Part I: Collision Efficiency. Problem Formulation and Preliminary Results , 1999 .

[18]  A. Wexler,et al.  Statistical mechanical description and modelling of turbulent collision of inertial particles , 1998, Journal of Fluid Mechanics.

[19]  M. Shapiro,et al.  Collision Efficiency of Drops in a Wide Range of Reynolds Numbers: Effects of Pressure on Spectrum Evolution , 2001 .

[20]  A. Wexler,et al.  Modelling turbulent collision of bidisperse inertial particles , 2001, Journal of Fluid Mechanics.

[21]  J. C. R. Hunt,et al.  Settling of small particles near vortices and in turbulence , 2001, Journal of Fluid Mechanics.

[22]  Wojciech W. Grabowski,et al.  Theoretical Formulation of Collision Rate and Collision Efficiency of Hydrodynamically Interacting Cloud Droplets in Turbulent Atmosphere , 2005 .

[23]  Lian-Ping Wang,et al.  Reconciling the cylindrical formulation with the spherical formulation in the kinematic descriptions of collision kernel , 2005 .

[24]  Paul A. Vaillancourt,et al.  Collision Rates of Cloud Droplets in Turbulent Flow. , 2005 .

[25]  Wojciech W. Grabowski,et al.  Improved Formulations of the Superposition Method , 2005 .

[26]  Wojciech W. Grabowski,et al.  Growth of Cloud Droplets by Turbulent Collision–Coalescence , 2006 .

[27]  Lian-Ping Wang,et al.  A hybrid approach for simulating turbulent collisions of hydrodynamically-interacting particles , 2007, J. Comput. Phys..

[28]  Wojciech W. Grabowski,et al.  Effects of aerodynamic interactions on the motion of heavy particles in a bidisperse suspension , 2007 .

[29]  Paul A. Vaillancourt,et al.  Statistics and Parameterizations of the Effect of Turbulence on the Geometric Collision Kernel of Cloud Droplets , 2007 .

[30]  T. Elperin,et al.  Critical comments to results of investigations of drop collisions in turbulent clouds , 2007 .

[31]  Bogdan Rosa,et al.  Effects of turbulence on the geometric collision rate of sedimenting droplets. Part 2. Theory and parameterization , 2008 .

[32]  Bogdan Rosa,et al.  Effects of turbulence on the geometric collision rate of sedimenting droplets. Part 1. Results from direct numerical simulation , 2008 .

[33]  A. Khain,et al.  Collisions of Cloud Droplets in a Turbulent Flow. Part V: Application of Detailed Tables of Turbulent Collision Rate Enhancement to Simulation of Droplet Spectra Evolution , 2008 .