A theoretical mesh-free scheme to model viscous drop interactions: a particle-based method
Alejandro Acevedo-Malav
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Centro Multidisciplinario de Ciencias, Instituto Venezolano de Investigaciones Cientficas (IVIC)
, Mrida 5101,
Venezuela
Here a Lagrangian mesh-free formalism is presented to simulate the coalescence process between three unequal-sized liquid drops in the three-dimensional space. The surface tension forces acting on the surface of the drops cause the formation of a circular flat section when the droplets collide. The effect of polydispersity on the collision dynamics is simulated using a set of droplets with radius around 30 m. It is important to see that the inhomogeneous distribution of the droplets size results in very important changes on the drops dynamics. The smoothed particle hydrodynamics scheme proposed here can be used to model situations where a continuum phase is included in the problem. The velocity vector fields are computed for each situation, and it can be seen that in the zone of contact between the droplets, there is an increment of the velocity value. This is due to the pressure distribution inside the drops.
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Introduction
In the literature, many studies have been proposed for the
numerical simulation of the coalescence and break up of
droplets. The authors propose different methods to
approach the dynamics of liquid drops by a numerical
integration of the Navier-Stokes equations. These examine the
motion of droplets and the dynamics that it follows in
time and study the liquid bridge that arises when two
drops collide. The effects of parameters such as Reynolds
number, impact velocity, drop size ratio, and internal
circulation are investigated, and different regimes for
droplets collisions are simulated. In some cases, those
calculations yield results corresponding to the four
regimes of binary collisions: bouncing, coalescence, reflexive
separation, and stretching separation. These numerical
simulations suggest that the collisions that lead to
rebound between the drops are governed by macroscopic
dynamics. In these simulations the mechanism of
formation of satellite drops was also studied, confirming that
the principal cause of the formation of satellite drops is
the end pinching, while the capillary wave instabilities are
the dominant feature in cases where a large value of the
parameter impact is employed.
In this work the smoothed particle hydrodynamics
(SPH) method is applied to simulate for the first time in
three-dimensional space the hydrodynamic coalescence
collision of three liquid drops in a vacuum environment.
This method is employed in order to obtain the
approximate numerical solutions of the equations of fluid
dynamics by replacing the fluid with a set of particles. These
particles may be interpreted as corresponding to the
interpolation points from which properties of the fluid can
be determined. Each SPH particle can be considered as a
system of smaller particles. The SPH method is
particularly useful when the fluid motion produces big
deformations and a large velocity of the whole fluid.
A brief review of previous studies
Rekvig and Frenkel [1] reported a molecular simulation
study of the mechanism of droplets covered with a
surfactant monolayer coalesce. The authors proposed a
model system where the rate-limiting step in coalescence
is the rupture of the surfactant film. For this numerical
study, one made use of the dissipative particle dynamics
method using a coarse-grained description of the oil,
water, and surfactant molecules. The authors found that
the rupture rate is highest when the surfactant has a
negative natural curvature, lowest when it has a zero
natural curvature, and lying in between when it has a
positive natural curvature. Gokhale et al. [2] studied the
coalescence of two condensing drops and the shape evolution
of the coalesced drops. Image analyzing interferometry is
used to study the coalescence of two drops of 2-propanol,
and the shape evolution after the coalescence is found to be
driven by the capillary forces inside the drop.
Foote [3] proposed a method to study the dynamics of
liquid drops by a numerical integration of the
NavierStokes equations. This author examined the motion of
droplets with the application to the raindrop problem.
The study was restricted to the collision of equal-sized
drops along their line of centers. Numerical solutions were
developed to study the rebound of water droplets in air. It
is found that except for a small viscous effect, the Weber
number of the drops determines the dynamics of the
collision and the bounce time. Decent et al. [4] studied the
formation of a liquid bridge during the coalescence of
droplets. In this paper, the authors considered a
mathematical model where the pressure singularity is removed at
the instant of the impact for the coalescence of two
viscous liquid volumes in an inviscid gas or in a vacuum
environment. The formation of the liquid bridge is examined
for two cases: (a) two infinitely long liquid cylinders, and
(b) two coalescing spheres. In both cases the numerical
solutions are calculated for the velocity and pressure fields,
and the removal of the pressure singularity is confirmed.
Mohamed-Kassim and Longmire [5] conducted
particle image velocimetry (PIV) experiments to study the
coalescence of single drops through planar liquid/liquid
interfaces. Sequences of velocity vector fields were
obtained with a high-speed video camera and the
subsequent PIV analysis. Two ambient liquids with different
viscosities but similar densities were examined. After
rupture, the free edge of the thin film receded rapidly,
allowing the drop fluid to sink into the bulk liquid
below. The vorticity generated in the collapsing fluid
developed into a vortex ring, straddling the upper drop
surface. The inertia of the collapse deflected the
interface downward before it rebounded upward. During this
time, the vortex core split so that part of its initial
vorticity moved inside the drop fluid while part of it
remained in the ambient fluid above it. The velocity of
the receding free edge was smaller for higher ambient
viscosity, and the pinching of the upper drop surface
caused by the shrinking capillary ring wave was stronger
when the ambient viscosity was lower. This resulted in a
higher maximum collapse speed and higher vorticity
values in the dominant vortex ring.
Qian and Law [6] proposed an experimental
investigation of binary collision of drops with emphasis on the
transition between different regimes, which may be
obtained as an outcome of the collision between
droplets. In this study the authors analyzed the results using
photographic images, which show the evolution of the
dynamics exhibited for different values of the Weber
number. As a result of the experiment reported by Qian and
Law [6], five different regimes governing the collision
between droplets are proposed: (a) coalescence after a small
deformation, (b) bouncing, (c) coalescence after
substantial deformation, (d) coalescence followed by separation
for head-on colli (...truncated)