Export citation

Export citation

Choose format for download:

Download Citation
  • Access by Xinjiang University

Cluster formation during particle settling in stratified fluid

David Deepwell1 and Bruce R. Sutherland1,2,*

  • 1Department of Physics, University of Alberta, Edmonton, Alberta T6G 2E1, Canada
  • 2Department of Earth & Atmospheric Sciences, University of Alberta, Edmonton, Alberta T6G 2E3, Canada

  • *bruce.sutherland@ualberta.ca; https://sites.ualberta.ca/~bsuther

Phys. Rev. Fluids 7, 014302 – Published 5 January, 2022

DOI: https://doi.org/10.1103/PhysRevFluids.7.014302

Abstract

To gain insight into the microscopic processes leading to the observed collective settling of particles from the base of a particle-bearing fresh water layer overlying salt water, we perform numerical simulations of the settling of weakly inertial particles through uniform density, uniformly stratified and nonuniformly stratified fluids. Intuition is gained first through simulations of a descending horizontal row and planar arrays of particles. These show that stratification acts to reduce cluster sizes and to slow the relative descent speed of clusters as a result of upward flows that develop around the clusters. This occurs even for a descending vertical planar array: in unstratified fluid, the ambient fluid rises laterally around the particles with the flow in the plane of the particles being predominantly downward; in stratified fluid, upward as well as downward motion is evident in the plane of particles. For a random three-dimensional particle array with concentration by volume between 0.1% and 1%, upflows in the ambient fluid likewise retard cluster formation and descent speeds. The mean horizontal displacement of the particles is reduced, resulting in more small clusters with more closely packed particles. The particles become more vertically aligned in lower diffusivity (higher Schmidt number) fluid, although such clustering takes longer to develop. The results suggest that both stratification and relative diffusivity play a crucial role in the collective settling behavior observed in laboratory experiments.

Physics Subject Headings (PhySH)

Article Text

References (42)

  1. H. Gao and M. K. Stenstrom, Development and applications in computational fluid dynamics modeling for secondary settling tanks over the last three decades: A review, Water Env. Res. 92, 796 (2020).
  2. R. Sparks, S. Carey, J. Gilbert, L. Glaze, H. Sigurdsson, and A. Woods, Volcanic Plumes (John Wiley, Chichester, UK, 1997).
  3. C. Bonadonna and J. C. Phillips, Sedimentation from strong volcanic plumes, J. Geophys. Res. 108, 2340 (2003).
  4. T. Kiørboe, J. L. S. Hansen, A. L. Alldredge, G. A. Jackson, U. Passow, H. G. Dam, D. T. Drapeau, A. Waite, and C. M. Garcia, Sedimentation of phytoplankton during a diatom bloom: Rates and mechanisms, J. Mar. Res. 54, 1123 (1996).
  5. A. R. Horner-Devine, R. D. Hetland, and D. G. MacDonald, Mixing and transport in coastal river plumes, Annu. Rev. Fluid Mech. 47, 569 (2015).
  6. S. MacIntyre, A. L. Alldredge, and C. C. Gotschalk, Accumulation of marines now at density discontinuities in the water column, Limnol. Oceanogr. 40, 449 (1995).
  7. M. A. McManus, A. L. Alldredge, A. H. Barnard, E. Boss, J. F. Case, T. J. Cowles, P. L. Donaghay, L. B. Eisner, D. J. Gifford, C. F. Greenlaw, C. M. Herren, D. V. Holliday, D. Johnson, S. MacIntyre, D. M. McGehee, T. R. Osborn, M. J. Perry, R. E. Pieper, J. E. B. Rines, D. C. Smith et al., Characteristics, distribution, and persistence of thin layers over a 48 hour period, Mar. Ecol. Prog. Ser. 261, 1 (2003).
  8. A. B. Burd and G. A. Jackson, Particle aggregation, Annu. Rev. Marine Sci. 1, 65 (2009).
  9. D. J. Nowacki, A. R. Horner-Devine, J. D. Nash, and D. A. Jay, Rapid sediment removal from the Columbia river plume near field, Cont. Shelf Res. 35, 16 (2012).
  10. K. R. Scheu, D. A. Fong, S. G. Monismith, and O. B. Fringer, Sediment transport dynamics near a river inflow in a large alpine lake, Limnol. Oceanogr. 60, 1195 (2015).
  11. J. D. Parsons, J. W. M. Bush, and J. P. M. Syvitski, Hyperpycnal plume formation from riverine outflows with small sediment concentrations, Sedimentology 48, 465 (2001).
  12. D. Hoyal, M. Bursik, and J. Atkinson, The influence of diffusive convection on sedimentation from buoyant plumes, Mar. Geol. 159, 205 (1999).
  13. S. D. Jazi and M. G. Wells, Enhanced sedimentation beneath particle-laden flows in lakes and the ocean due to double-diffusive convection, Geophys. Res. Lett. 43, 10,883 (2016).
  14. B. R. Sutherland, B. Mueller, B. Sjerve, and D. Deepwell, Particle settling from constant-flux surface gravity currents and a near-stationary particle-bearing layer, Phys. Rev. Fluids 6, 063802 (2021).
  15. P. Burns and E. Meiburg, Sediment-laden fresh water above salt water: Linear stability analysis, J. Fluid Mech. 691, 279 (2012).
  16. Y.-C. Shao, C.-Y. Hung, and Y.-J. Chou, Numerical study of convective sedimentation through a sharp density interface, J. Fluid Mech. 824, 513 (2017).
  17. A. N. Srdić-Mitrović, N. A. Mohamed, and H. J. S. Fernando, Gravitational settling of particles through density interfaces, J. Fluid Mech. 381, 175 (1999).
  18. R. Camassa, C. Falcon, J. Lin, R. M. McLaughlan, and N. Mykins, A first-principle predictive theory for a sphere falling through sharply stratified fluid at low Reynolds number, J. Fluid Mech. 664, 436 (2010).
  19. N. Abaid, D. Adalsteinsson, A. Agyapong, and R. M. McLaughlin, An internal splash: Levitation of falling spheres in stratified fluids, Phys. Fluids 16, 1567 (2004).
  20. J. Magnaudet and M. J. Mercier, Particles, drops, and bubbles moving across sharp interfaces and stratified layers, Annu. Rev. Fluid Mech. 52, 61 (2020).
  21. L. Verso, M. van Reeuwijk, and A. Liberzon, Transient stratification force on particles crossing a density interface, Int. J. Multiphase Flow 121, 103109 (2019).
  22. A. Doostmohammadi, S. Dabiri, and A. M. Ardekani, A numerical study of the dynamics of a particle settling at moderate Reynolds numbers in a linearly stratified fluid, J. Fluid Mech. 750, 5 (2014).
  23. B. G. Inman, C. J. Davies, C. R. Torres, and P. J. S. Franks, Deformation of ambient chemical gradients by sinking spheres, J. Fluid Mech. 892, A33 (2020).
  24. G. Kynch, The slow motion of two or more spheres through a viscous fluid, J. Fluid Mech. 5, 193 (1959).
  25. L. Wang, Z. L. Guo, and J. D. Mi, Drafting, kissing, and tumbling process of two particles with different size, Comp. Fluids 96, 20 (2014).
  26. S. Ghosh and M. Kumar, Study of drafting, kissing, and tumbling process of two particles with different sizes and densities using immersed boundary method in a confined medium, Appl. Math. Comp. 386, 125411 (2020).
  27. D. Deepwell, R. Ouillon, E. Meiburg, and B. R. Sutherland, Settling of a particle pair through a sharp, miscible density interface, Phys. Rev. Fluids 6, 044304 (2021).
  28. A. Doostmohammadi and A. M. Ardekani, Interaction between a pair of particles settling in a stratified fluid, Phys. Rev. E 88, 023029 (2013).
  29. K. O. L. F. Jayaweera, B. J. Mason, and G. W. Slack, The behaviour of clusters of spheres falling in a viscous fluid. Part 1. Experiment, J. Fluid Mech. 20, 121 (1964).
  30. L. M. Hocking, The behaviour of clusters of spheres falling in a viscous fluid. Part 2. Slow motion theory, J. Fluid Mech. 20, 129 (1964).
  31. P. Ganatos, R. Pfeffer, and S. Weinbaum, A numerical-solution technique for three-dimensional Stokes flows, with application to the motion of strongly interacting spheres in a plane, J. Fluid Mech. 84, 79 (1978).
  32. J. M. Crowley, Viscosity-induced instability of a one-dimensional lattice of falling spheres, J. Fluid Mech. 45, 151 (1971).
  33. J. M. Crowley, Clumping instability of a falling horizontal lattice, Phys. Fluids 19, 1296 (1976).
  34. J. M. Crowley, Clumping instability which is not predicted by the nearest-neighbor approximation, Phys. Fluids 20, 339 (1977).
  35. E. Biegert, B. Vowinckel, and E. Meiburg, A collision model for grain-resolving simulations of flows over dense, mobile, polydisperse granular sediment, J. Comput. Phys. 340, 105 (2017).
  36. B. Vowinckel, J. Withers, P. Luzzatto-Fegiz, and E. Meiburg, Settling of cohesive sediment: Particle-resolved simulations, J. Fluid Mech. 858, 5 (2019).
  37. R. Ouillon, I. A. Houghton, J. O. Dabiri, and E. Meiburg, Active swimmers interacting with stratified fluids during collective vertical migration, J. Fluid Mech. 902, A23 (2020).
  38. M. Uhlmann, An immersed boundary method with direct forcing for the simulation of particulate flows, J. Comput. Phys. 209, 448 (2005).
  39. J. Zhang, M. J. Mercier, and J. Magnaudet, Core mechanisms of drag enhancement on bodies settling in stratified fluid, J. Fluid Mech. 875, 622 (2019).
  40. T. Kempe and J. Fröhlich, An improved immersed boundary method with direct forcing for the simulation of particle laden flows, J. Comput. Phys. 231, 3663 (2012).
  41. A. Doostmohammadi and A. M. Ardekani, Suspension of solid particles in a density stratified fluid, Phys. Fluids 27, 023302 (2015).
  42. F. Blanchette and J. W. M. Bush, Particle concentration evolution and sedimentation-induced instabilities in a stably stratified environment, Phys. Fluids 17, 073302 (2005).

Outline

Information

Sign In to Your Journals Account

Filter

Filter

Article Lookup

Enter a citation