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Droplet dynamics on chemically heterogeneous substrates

Published online by Cambridge University Press:  16 November 2018

Nikos Savva*
Affiliation:
School of Mathematics, Cardiff University, Cardiff CF24 4AG, UK
Danny Groves
Affiliation:
School of Mathematics, Cardiff University, Cardiff CF24 4AG, UK
Serafim Kalliadasis
Affiliation:
Department of Chemical Engineering, Imperial College London, London SW7 2AZ, UK
*
†Email address for correspondence: savvan@cardiff.ac.uk

Abstract

Slow droplet motion on chemically heterogeneous substrates is considered analytically and numerically. We adopt the long-wave approximation which yields a single partial differential equation for the droplet height in time and space. A matched asymptotic analysis in the limit of nearly circular contact lines and vanishingly small slip lengths yields a reduced model consisting of a set of ordinary differential equations for the evolution of the Fourier harmonics of the contact line. The analytical predictions are found, within the domain of their validity, to be in good agreement with the solutions to the governing partial differential equation. The limitations of the reduced model when the contact line undergoes stronger deformations are partially lifted by proposing a hybrid scheme which couples the results of the asymptotic analysis with the boundary integral method. This approach improves the agreement with the governing partial differential equation, but at a computational cost which is significantly lower compared to that required for the full problem.

Information

Type
JFM Papers
Copyright
© 2018 Cambridge University Press 
Figure 0

Figure 1. Top view of the problem geometry in non-dimensional units. The contact line (thick curve) is a perturbation from a circular contact line (dotted curve). The shaded area corresponds to the droplet footprint, whose boundary is described by the distance $a(\unicode[STIX]{x1D719},t)$ from its centroid, $(x_{c}(t),y_{c}(t))$. The vectors $\hat{\boldsymbol{r}}$ and $\hat{\unicode[STIX]{x1D753}}$ denote the unit normal vectors in the radial and azimuthal directions in the moving frame, respectively; $\unicode[STIX]{x1D742}$ is the outward unit normal to the contact line at $\boldsymbol{c}$.

Figure 1

Figure 2. Plot of $\unicode[STIX]{x1D6FD}$ as a function of $m\geqslant 1$. (a) The values of $\unicode[STIX]{x1D6FD}$ for the first 40 harmonics. (b) Plot on a logarithmic scale for $m$ (solid curve), showing also the empirically deduced large-$m$ asymptotics of $\unicode[STIX]{x1D6FD}$ (dashed curve). In both (a) and (b) the discrete values of $\unicode[STIX]{x1D6FD}$ are joined for clarity.

Figure 2

Figure 3. Snapshots of the rightward droplet motion on linear wettability gradients at times $t=0,$ 200, 400, 600, 800 and 1000 with $a(\unicode[STIX]{x1D719},0)=1$ for (a) $\unicode[STIX]{x1D717}(x,y)=1-0.01x$ and (b) $\unicode[STIX]{x1D717}(x,y)=1-0.1x$. (c) Evolution of the $x$-coordinate of the centroid for each of the calculations in (a) and (b). Solid and dashed curves correspond to solutions of the full and reduced problems, (2.12) and (4.42), respectively. The dotted curves in (c) show the respective estimates found from (6.2), whereas the grey curves show the results of the hybrid method based on Lacey’s leading-order asymptotics, (1.2).

Figure 3

Figure 4. Snapshots of droplet profiles during spreading on chemically stripe-patterned surfaces with $\unicode[STIX]{x1D706}=10^{-4}$ at different times. (a) Profiles at times $t=0$, 0.5, 5 and 50 when $\unicode[STIX]{x1D717}(x,y)=1+0.3\tanh [2\sin (2\unicode[STIX]{x03C0}x)]$ and $a(\unicode[STIX]{x1D719},0)=1.5+0.1\sin (3\unicode[STIX]{x1D719})-0.1\sin (6\unicode[STIX]{x1D719})$. (b) Profiles at times $t=0$, 0.05, 0.25 and 5 when $\unicode[STIX]{x1D717}(x,y)=2+\tanh [5\sin (5\unicode[STIX]{x03C0}x)]$ and $a(\unicode[STIX]{x1D719},0)=1$. In (a) and (b) solid, dashed and dotted curves correspond to solutions to the full, reduced and hybrid problems, respectively. The substrate is coloured in shades of grey according to the minimum (dark grey) and maximum (white) values of $\unicode[STIX]{x1D717}$.

Figure 4

Figure 5. Spreading on a substrate with random wettability patches with $\unicode[STIX]{x1D706}=10^{-4}$, $a(\unicode[STIX]{x1D719},0)=1+0.05\sin (3\unicode[STIX]{x1D719})-0.05\sin (6\unicode[STIX]{x1D719})$ and $x_{c}(0)=y_{c}(0)=0$ (see main text for a description of how the substrate was generated). (a) Contact line profiles when $t=0$, 0.02, 0.3, 1, 3 and 30. (b) Overlays of contact line profiles from the solution to the full problem, shown at a zoomed-in portion of the substrate. Refer to figure 4 for a description of the various curves and substrate shading.

Figure 5

Figure 6. Spreading on the dartboard pattern given by (6.5) with $\unicode[STIX]{x1D706}=10^{-4}$, $x_{c}(0)=0.5$, $y_{c}(0)=0$ and $a(\unicode[STIX]{x1D719},0)=1$. (a) Snapshots of the contact line when $t=0$, 0.05, 0.5, 5 and 40. Refer to figure 4 for a description of the various curves and substrate shading. (b) The relative change in the values of $a(\unicode[STIX]{x1D719},t)$ obtained from the full problem compared to the reduced problem (dashed curve) and the hybrid approach (solid curve) when $t=30$.

Figure 6

Figure 7. Snapshots of the contact line for a droplet moving on a substrate with $\unicode[STIX]{x1D717}(x,y)$ given by (6.6), $\unicode[STIX]{x1D706}=10^{-3}$, $x_{c}(0)=-3$, $y_{c}(0)=2.5$ and $a(\unicode[STIX]{x1D719},0)=1$. The droplet migrates from the less hydrophilic region (top) to the more hydrophilic region (bottom). The substrate is shaded as in figure 4. Snapshots correspond to times $t=0$, 20, 60, 100, 140, 200 and 400. The white curve tracks the motion of the centroid of the contact area; white circles show the centroid locations corresponding to each of the snapshot shown. The solid curves correspond to the solution to the full problem. The dashed curves in (a) and (b) correspond, respectively, to the solutions to the hybrid problems using (4.40) and Lacey’s result, (1.2).

Figure 7

Figure 8. Plot of $\tilde{\unicode[STIX]{x1D6FD}}$ as a function of $m\geqslant 1$. (a) The values of $\tilde{\unicode[STIX]{x1D6FD}}$ for the first 40 harmonics. (b) Plot on a logarithmic scale for $m$ (solid curve), showing also the empirically deduced large-$m$ asymptotics of $\tilde{\unicode[STIX]{x1D6FD}}$ (dashed curve). In both (a) and (b) the discrete values of $\tilde{\unicode[STIX]{x1D6FD}}$ were joined for clarity.

Figure 8

Figure 9. Repetition of the calculation of figure 7 using the improved hybrid method with (6.15). Refer to figure 7 for the description of the various curves.

Figure 9

Figure 10. Pinning effects for a droplet spreading on a substrate with randomly placed small-scale lower-wettability defects using $\unicode[STIX]{x1D706}=10^{-5}$, $x_{c}(0)=y_{c}(0)=0$ and $a(\unicode[STIX]{x1D719},0)=1$ with $\unicode[STIX]{x1D717}$ described using (6.3); see text for the rest of the parameters used. (a, b) Overlaid snapshots of the contact line at different times with (b) and without the wettability defects (a). (c) Zoom into the top portion of (b).

Figure 10

Figure 11. Dynamics with $\unicode[STIX]{x1D706}=10^{-5}$ on heterogeneities described by (6.3) with $\unicode[STIX]{x1D6FE}_{j}=0.4$, $\unicode[STIX]{x1D705}_{j}=200$, $d_{j}=0.02$, which are arranged on a hexagonal grid, as defined by a hexagonal cell of size 0.125 centred at the origin (thick solid curve). (a) Snapshots of contact line profiles when spreading on a hexagonal grid at times $t=0$, 0.02, 0.04, 0.1, 0.2, 0.4 and 1 with $a(\unicode[STIX]{x1D719},0)\equiv 1$ (thin solid curves). At equilibrium, the contact line is contained within the shaded region between the concentric hexagons of sides 1.5 and 1.625. (b) Evolution of the position of the contact line along the positive $x$-axis showing a weak pinning/depinning event when $t\approx 0.08$ and a stronger one when $t\approx 0.33$ (solid curve). The dashed curve shows the evolution of the contact line on a homogeneous substrate, obtained by solving (4.42a) with $\unicode[STIX]{x1D717}\equiv 1$.