- Editors' Suggestion
- Open Access
- Access by Xinjiang University
Bifurcations in droplet collisions
Phys. Rev. Fluids 7, 064401 – Published 16 June, 2022
DOI: https://doi.org/10.1103/PhysRevFluids.7.064401
Abstract
Saffman and Turner [P. G. Saffman and J. S. Turner, J. Fluid Mech. 1, 16 (1956)] argued that the collision rate for droplets in turbulence increases as the turbulent strain rate increases. However, the numerical simulations of Dhanasekaran et al. [J. Dhanasekaran et al., J. Fluid Mech. 910, A10 (2021)] in a steady straining flow showed that the Saffman-Turner model is oversimplified because it neglects droplet-droplet interactions. These result in a complex dependence of the collision rate on the strain rate and on the differential settling speed. Here we show that this dependence is explained by a sequence of bifurcations in the collision dynamics. We compute the bifurcation diagram when strain is aligned with gravity and show that it yields important insights into the collision dynamics. First, the steady-state collision rate remains nonzero in the limit , contrary to the common assumption that the collision rate tends to zero in this limit (Kn is a nondimensional measure of the mean free path of air). Second, the nonmonotonic dependence of the collision rate on the differential settling speed is explained by a grazing bifurcation. Third, the bifurcation analysis explains why so-called closed trajectories appear and disappear. Fourth, our analysis predicts strong spatial clustering near certain saddle points, where the effects of strain and differential settling cancel.
Physics Subject Headings (PhySH)
Article Text
References (38)
- H. R. Pruppacher and J. D. Klett, Microphysics of Clouds and Precipitation (Springer Netherlands, Dordrecht, 2010).
- A. Johansen, J. Blum, H. Tanaka, C. Ormel, M. Bizzaro, and H. Rickman, in Protostars and Planets VI, edited by H. Beuther, R. S. Klessen, C. P. Dullemond, and T. Henning (University of Arizona Press, Tucson, 2014).
- M. Wilkinson, B. Mehlig, and V. Uski, Stokes trapping and planet formation, Astrophys. J. Suppl. Ser. 176, 484 (2008).
- K. Gustavsson and B. Mehlig, Relative velocities of inertial particles in turbulent aerosols, J. Turbul. 15, 34 (2014).
- P. G. Saffman and J. S. Turner, On the collision of drops in turbulent clouds, J. Fluid Mech. 1, 16 (1956).
- G. Magnusson, A. Dubey, R. Kearney, G. P. Bewley, and B. Mehlig, Collisions of micron-sized charged water droplets in still air, Phys. Rev. Fluids 7, 043601 (2022).
- S. Kim and S. J. Karrila, Microhydrodynamics: Principles and Selected Applications (Butterworth-Heinemann, Boston, 1991).
- R. R. Sundararajakumar and D. L. Koch, Non-continuum lubrication flows between particles colliding in a gas, J. Fluid Mech. 313, 283 (1996).
- K. Gustavsson and B. Mehlig, Statistical models for spatial patterns of heavy particles in turbulence, Adv. Phys. 65, 1 (2016).
- J. D. Klett and M. H. Davis, Theoretical collision efficiencies of cloud droplets at small Reynolds numbers, J. Atmos. Sci. 30, 107 (1973).
- J. Dhanasekaran, A. Roy, and D. L. Koch, Collision rate of bidisperse spheres settling in a compressional non-continuum gas flow, J. Fluid Mech. 910, A10 (2021).
- L. M. Hocking, The effect of slip on the motion of a sphere close to a wall and of two adjacent spheres, J. Eng. Math. 7, 207 (1973).
- R. H. Davis, The rate of coagulation of a dilute polydisperse system of sedimenting spheres, J. Fluid Mech. 145, 179 (1984).
- A. Pumir and M. Wilkinson, Collisional aggregation due to turbulence, Annu. Rev. Condens. Matter Phys. 7, 141 (2016).
- G. K. Batchelor and J. T. Green, The hydrodynamic interaction of two small freely-moving spheres in a linear flow field, J. Fluid Mech. 56, 375 (1972).
- G. R. Zeichner and W. R. Schowalter, Use of trajectory analysis to study stability of colloidal dispersions in flow fields, AIChE J. 23, 243 (1977).
- B. K. Brunk, D. L. Koch, and L. W. Lion, Turbulent coagulation of colloidal particles, J. Fluid Mech. 364, 81 (1998).
- M. di Bernardo Laurea, A. R. Champneys, C. J. Budd, and P. Kowalczyk, Piecewise-Smooth Dynamical Systems (Springer, London, 2008).
- B. Brogliato, Nonsmooth Mechanics (Springer, Cham, 2016).
- S. Foale and S. R. Bishop, Bifurcations in impact oscillations, Nonlinear Dyn. 6, 285 (1994).
- M. di Bernardo and S. J. Hogan, Discontinuity-induced bifurcations of piecewise smooth dynamical systems, Philos. Trans. Royal Soc. A 368, 4915 (2010).
- G. Falkovich, A. Fouxon, and G. Stepanov, Acceleration of rain initiation by cloud turbulence, Nature (London) 419, 151 (2002).
- M. Wilkinson and B. Mehlig, Caustics in turbulent aerosols, Europhys. Lett. 71, 186 (2005).
- M. Wilkinson, B. Mehlig, and V. Bezuglyy, Caustic Activation of Rain Showers, Phys. Rev. Lett. 97, 048501 (2006).
- K. Gustavsson, B. Mehlig, and M. Wilkinson, Collisions of particles advected in random flows, New J. Phys. 10, 075014 (2008).
- D. J. Jeffrey and Y. Onishi, Calculation of the resistance and mobility functions for two unequal rigid spheres in low-Reynolds-number flow, J. Fluid Mech. 139, 261 (1984).
- A. K. Townsend, Generating, from scratch, the near-field asymptotic forms of scalar resistance functions for two unequal rigid spheres in low-Reynolds-number flow, arXiv:1802.08226.
- H. Wang, A. Z. Zinchenko, and R. H. Davis, The collision rate of small drops in linear flow fields, J. Fluid Mech. 265, 161 (1994).
- M. L. S. How, D. L. Koch, and L. R. Collins, Non-continuum tangential lubrication gas flow between two spheres, J. Fluid Mech. 920, A2 (2021).
- S. H. Strogatz, Nonlinear Dynamics and Chaos: With Applications to Physics, Biology, Chemistry and Engineering (Westview, Boulder, 2000).
- E. Ott, Chaos in Dynamical Systems, 2nd ed. (Cambridge University Press, Cambridge, 2002).
- J. Dhanasekaran, A. Roy, and D. L. Koch, Collision rate of bidisperse, hydrodynamically interacting spheres settling in a turbulent flow, J. Fluid Mech. 912, A5 (2021).
- A. D. Bragg, A. L. Hammond, R. Dhariwal, and H. Meng, Hydrodynamic interactions and extreme particle clustering in turbulence, J. Fluid Mech. 933, A31 (2022).
- M. R. Jeffrey and S. J. Hogan, The geometry of generic sliding bifurcations, SIAM Rev. 53, 505 (2011).
- J. Bec, C. Siewert, and R. Vallee, Effect of gravitational settling on the collisions of small inertial particles with a sphere, arXiv:2009.03154.
- M. A. Yavuz, R. P. J. Kunnen, G. J. F. van Heijst, and H. J. H. Clercx, Extreme Small-Scale Clustering of Droplets in Turbulence Driven by Hydrodynamic Interactions, Phys. Rev. Lett. 120, 244504 (2018).
- T. Takahashi, Measurement of electric charge of cloud droplets, drizzle, and raindrops, Rev. Geophys. 11, 903 (1973).
- G. K. Batchelor, Sedimentation in a dilute polydisperse system of interacting spheres. Part 1. General Theory, J. Fluid Mech. 119, 379 (1982).