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Fragmentation from inertial detachment of a sessile droplet: implications for pathogen transport

Published online by Cambridge University Press:  26 December 2024

N. Shen
Affiliation:
The Fluid Dynamics of Disease Transmission Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
Y. Kulkarni
Affiliation:
Sorbonne Université and CNRS UMR 7190, Institut Jean le Rond d'Alembert, 75005 Paris, France
T. Jamin
Affiliation:
The Fluid Dynamics of Disease Transmission Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
S. Popinet
Affiliation:
Sorbonne Université and CNRS UMR 7190, Institut Jean le Rond d'Alembert, 75005 Paris, France
S. Zaleski
Affiliation:
Sorbonne Université and CNRS UMR 7190, Institut Jean le Rond d'Alembert, 75005 Paris, France Institut Universitaire de France, 75231 Paris, France
L. Bourouiba*
Affiliation:
The Fluid Dynamics of Disease Transmission Laboratory, Massachusetts Institute of Technology, Cambridge, MA 02139, USA
*
†Email address for correspondence: lbouro@mit.edu

Abstract

Fragmentation of a fluid body into droplets underlies many contamination and disease transmission processes where pathogens are transported in a liquid phase. An important class of such processes involves formation of a fluid ligament and its destabilization into droplets. Inertial detachment (Gilet & Bourouiba, J. R. Soc. Interface, vol. 12, 2015, 20141092) is one of these modes: upon impact on a sufficiently compliant substrate, the substrate's motion can transfer its impulse to a contaminated sessile drop residing on it. The fragmentation of the sessile drop is efficient at producing contaminated ejected droplets with little dilution. Inertial detachment, particularly from substrates of intermediate wetting, is also interesting as a fundamental fragmentation process on its own merit, involving the asymmetric stretching of the sessile drop under impulsive axial forcing with one-sided pinning due to the substrate's intermediate wetting. Our experiments show that the radius, $R_{tip}$, of the tip drop ejected become insensitive to the Bond number value for $Bo>1$. Here, $Bo$ quantifies the inertial effects via the relative axial impulsive acceleration compared with capillarity. The time, $t_{tip}$, of tip-drop breakup is also insensitive to $Bo$. Combining experiments, theory and validated numerics, we decipher the selection of $R_{tip}$ and its sensitivity to the surface-wetting and substrate foot dynamics. Using asymptotic theory in the large $Bo$ limit for which the thin-film/slender-jet approximations hold, we derive a reduced physical model that predicts $R_{tip}$ consistent with our experiments. Finally, we discuss how pathogen physical properties (e.g. wetting and buoyancy) within the sessile drop determine their distribution in the tip and secondary fragmentation droplets.

Information

Type
JFM Papers
Copyright
© The Author(s), 2024. Published by Cambridge University Press
Figure 0

Figure 1. Inertial detachment from a compliant leaf induced by raindrop impact. Images recorded 62.5 to 122.5 ms after drop impact. A scale bar of 5 mm is given. Here, the associated Bond number according to (2.8a,b) is estimated as $\textit {Bo} \approx 8$. The inset shows a schematic. Images adapted with permission from Gilet & Bourouiba (2015).

Figure 1

Figure 2. (a) Experimental schematic. The substrate is impulsively accelerated at $t=0^+$ by the spring at constant accelerating $a$ in the same direction as gravity. (b) Axisymmetric drop geometry under two-dimensional (2-D) cylindrical coordinate system. Here, $u,w$ are the flow velocity components in the plate-stationary frame; $\alpha$ is the magnitude of inertial acceleration.

Figure 2

Table 1. Experimental parameters. Here, $\theta _c$ is drop equilibrium contact angle, $a$ is the plate acceleration, $V$ is the drop initial volume (in microlitres) with measurement error of 1 %–5 % for the pipettes and volumes used, ${\textit {Bo}}$ and ${\textit {Re}}$ are, respectively, the inertial Bond and the Reynolds numbers defined in (2.8a,b) and ${\textit {Oh}}=\sqrt {{\textit {Bo}}}/{\textit {Re}}$ is the Ohnesorge number. Given the large values of ${\textit {Re}}$ (and small values of ${\textit {Oh}}$), viscous effects are negligible.

Figure 3

Figure 3. (a) Successive temporal sequence of a drop undergoing inertial detachment and fragmentation. Experiment conducted with a PMMA substrate ($\theta _c=60^\circ$), and with acceleration ratio $\alpha /g=4.2$ and drop initial volume $V=80\,\mathrm {\mu }\text {l}$. A dashed line is drawn for each frame to separate the drop and its optical reflection on the substrate. A scale bar is given in (a v). (b) Stability diagram in $({\textit {Bo}}, \theta _c)$-space that distinguishes unstable drops that partially detach from the substrate. The equilibrium theory of Boucher, Evans & Kent (1976) for pendant drops is compared with our experiments where only unstable cases are plotted. The red square corresponds to the example sequence given in (a) where $\theta _c=60^\circ$, ${\textit {Bo}}=4$.

Figure 4

Figure 4. Direct numerical simulation rendering of evolution of the drop for $Bo = 4.0$ and $\theta _c = 60^\circ$. The numerical values indicate time with capillary time unit $T_\sigma = 13.6$ ms (see (2.10a–c)). A total time span up to 61.2 ms is shown, roughly covering the same range as the experimental results of figure 3 and hence depicting tip pinch-off, foot pinch-off and formation of satellite drops from secondary fragmentation. The axis ratio in each image is unity and the scale is the same for all images.

Figure 5

Figure 5. (a) Dimensionless radius $\bar {R}_{tip}$ of ejected tip drop as a function of Bond number $Bo$, contact angle $\theta _c$ and acceleration ratio $\alpha /g$. The dashed lines label the critical ${\textit {Bo}}$ over which detachment occurs for the two given $\theta _c$. (b) The corresponding tip breakup time $\tau _{tip}$ is non-dimensionalized using the capillary time scale. Both $\bar {R}_{tip}$ and $\tau _{tip}$ converge rapidly to a constant as ${\textit {Bo}}$ increases for all parameters used, suggesting a universal end-pinching process controlled by capillary effects and negligible contact-line dynamics effects on the tip dynamics. Note that in (b) at ${\textit {Bo}} = 2.7$ two open circles overlap, within measurement error (see table 1).

Figure 6

Figure 6. (a) Drop foot profiles, $h(z)$, at foot breakup times $t=t_{foot}$ experimentally measured on the substrates of distinct wetting Results from ${\textit {Bo}}=4.2, 4.5, 5.4, 6.9, 7.8, 9.4$ are shown for $\theta _c = 60^\circ$ (solid), and ${\textit {Bo}}=5, 6, 7.9, 10$ for $\theta _c = 19^\circ$ (dashed). (b) Temporal evolution of the foot angle, $\theta (t)$, approximated by a fitted cone located in the range $0\leq z \leq 0.2$ as shown in (a) for $0\leq t/t_{tip} \leq t_{foot}/t_{tip}$. Clearly, $\theta$ from different ${\textit {Bo}}$ and $\theta _c$ converge to a common mean receding angle value around $40^\circ$ rapidly before tip breakup. This value is, at first order, independent of the initial static contact angle. (c) Evolution of the normalized contact radius $R(t)/R_0$ that corresponds to the same drops measured in (b). It shows that, for the more wetting surface, i.e. smaller initial static contact angle, the Bond number has little effect on the evolution of the contact line. In other words, the de-pinning dynamics is more independent of ${\textit {Bo}}$ than for the less wetting surface.

Figure 7

Figure 7. Evolution of the drop radius contour profile $h(z,t)$ measured for different wettings and for increasing ${\textit {Bo}}$. Here, the axial $z$-axis of symmetry is in the horizontal direction. In (a–c), $\theta _c = 60^\circ$ and ${\textit {Bo}}=3.8, 5.9, 8.7$. Results are shown at three instants $t/t_{tip}=0.05,0.13,0.2$ for each ${\textit {Bo}}$. In (d–f), $\theta _c = 19^\circ$, ${\textit {Bo}}=7.2, 7.9, 10$, and for each panel $t/t_{tip}=0.2,0.3,0.4$. Along each contour, the portion of the deformed drop whose volume generates an equivalent radius of $R_{equi}/R_{tip}=0.85, 1, 1.15$ is marked by solving (2.12). We show that the first time of appearance of a clear inflection point of the curvature coincides, at first order, with the selection of the final receding contact angle at the foot (figure 6), i.e. ${\approx }0.2 t_{tip}$ and ${\approx }0.4 t_{tip}$, for $\theta _c = 60^\circ$ and $\theta _c = 19^\circ$, respectively. And that at this early time of appearance of the inflection the volume between the $z$-plane of this first inflection region and the tip of the deforming sessile drop, the final size of the tip drop ejected, $R_{tip}$, is already selected for the most part to within $15\,\%$ error.

Figure 8

Figure 8. Drop tip velocity $w(L,\tau )$ (given in capillary units according to (2.11a–c)) as a function of capillary time $\tau$, up to tip breaking. (a) Experimental measurements for two different $\theta _c$, a range of $\alpha /g$ and ${\textit {Bo}}$. Specifically, ${\textit {Bo}}=4.1, 4.5, 4.9, 5.4, 5.9, 6.9, 7.8, 8.7, 9.4, 10.2, 11$ for $\alpha /g=9.9$; ${\textit {Bo}}=4.4, 5.0, 5.5, 6, 6.6, 7$ for $\alpha /g=6.3$; ${\textit {Bo}}=4.4, 4.7$ for $\alpha /g=4.2$; and ${\textit {Bo}}=4.4, 5.1, 6.1, 6.9$ for $\alpha /g=6.4$. A vertical dashed line at $\tau =0.6$ visually separates results into a ${\textit {Bo}}$-independent region ($\tau \lessapprox 0.6$) and ${\textit {Bo}}$-dependent region ($\tau \gtrapprox 0.6$) for $\theta _c=60^\circ$. Similarly a dash-dotted line at $\tau =0.9$ is drawn for $\theta _c=19^\circ$. (Note that the transition times roughly translate to $\tau /\tau _{tip}\approx 0.2$ for $\theta _c=60^\circ$ and $\tau /\tau _{tip}\approx 0.3$ for $\theta _c=19^\circ$, with the tip breakup time $\tau _{tip}$ associated with both substrates only weakly depending on ${\textit {Bo}}$.) The initial linear growth predicted by TFM (see (B1a,b)) is also given for comparison. The TFM results after the peak of $|F|$ are inconsistent with the model and so invalid. As a result they are not shown here. (b) Drop tip velocity obtained by DNS (constant contact angle) with increasing ${\textit {Bo}}$ (and simultaneously increasing $\alpha /g=4.0, 5.3, 6.6, 7.9, 9.3$). A comparison with the experiments is made for ${\textit {Bo}}\approx 5$. Again, an excellent collapse is seen in the $Bo$ independent region for $\tau < 0.4$, and a clear shift in regime occurs for $\tau >0.6$ when the curves start to fan out.

Figure 9

Figure 9. To confirm the shift in regime discussed in § 3.2 and suggested by figure 8 from an inertia-dominated phase to a capillarity-dominated phase, we proceed with a numerical experiment using DNS: we let the droplet deform under a particular acceleration, for ${\textit {Bo}} = 5$ here. We interrupt the evolution at a transition time at which we remove acceleration. Thereafter, we restart the evolution from the interface shape and the inherited established flow field. (a) Evolution of the deforming interface upon initialization from the shape and flow field established by $\tau = 0.4$. At this time, capillary effects overcome the inertia imparted to the drop by acceleration. The drop retracts back to the substrate after a brief elongation up to $\tau \approx 1.4$ and failure to fragment. (b) Evolution of the interface shape when restarted from the inherited interface shape and flow field established by $\tau = 0.6$, the time of transition from a ${\textit {Bo}}$-independent to a ${\textit {Bo}}$-dependent regime (figure 8). At this transition, the drop continues to elongate and fragments. (c) Interface evolution under constant acceleration, i.e. no interruption/restart. The inset shows the ligament length $L$ as a function of time $\tau$, consistent with our prediction (B12). The sizes of tip drop $R_{tip}/R_{eq}$ in (b,c) are essentially the same, ${\approx } 0.84\unicode{x2013}0.85$, consistent with a primary drop size selection early in the ligament evolution, i.e. as early as $\tau = 0.6$.

Figure 10

Figure 10. (a) Central axial velocity $w(r=0,z,t)$ as a function of $z$, for ${\textit {Bo}}=7$, from DNS of constant $\theta _c=40^\circ$ at different times (solid), compared with the steady profile $w = \sqrt {2z}$ (3.6) (dashed). (b) Time-averaged DNS velocity profiles $\bar {w}=\bar {w}(z)$ for different ${\textit {Bo}}$ (solid) shown in log–log form in order to more easily show the range. The inset gives an example of $\bar {w}$ (black solid line) from various temporal profiles of $w$ (blue and dotted) for ${\textit {Bo}}=5$. Panels (c,d) give the corresponding results to (a,b) for $\theta _c=60^\circ$. This DNS benchmark validates that (3.6) gives the correct universal steady velocity profile for a ligament in its middle region sufficiently far from its two ends, i.e. $z\gtrsim O(1)$ and $L-z\gtrsim O(1)$, at all Bond numbers.

Figure 11

Figure 11. (a) Drop radius $h(z,\tau )$ as a function of capillary time $\tau$ measured experimentally at different heights of wavelength $z/\lambda =0.5,1,1.5,2,4,8,12$, using $\theta _c=60^\circ$ and ${\textit {Bo}}=7$ ($\alpha /g=9.9$). (b) Radius measurements at different heights $z/\lambda =2,4,8,12,16,20,24$ plotted by solid lines in term of similarity variables $\xi \equiv [\tilde {t}-\sqrt {2}(\sqrt {z}-\sqrt {z_b})]/(2\sqrt {2z_b})$ and $\eta \equiv (z/z_b)^{1/4} \tilde {h}(z,\tilde {t})/\tilde {h}_0(z_b)$, with parameters $\tau _s=0.2$ ($t_s=0.6$) and $z_b=2\lambda$ (labelled by the dashed line in a). The resulting curves collapse onto the free-fall solution $\eta =\exp ({-\xi })$ given in (3.11) by the dashed line. (c,d) Same as in (a,b) except $\theta _c=19^\circ$ and ${\textit {Bo}}=\!7$ ($\alpha /g=6.2$). The transition parameters used for (d) are $\tau _s=1.7$ ($t_s=4.1$), $z_b=4\lambda$. Panels (a,c) share the same keys. We demonstrate here that, with an appropriately identified boundary for the capillary layer, the ligament radius in the inertial regime is well predicted by the free-fall solution derived from the ${\textit {Bo}}\to \infty$ limit of the SJM.

Figure 12

Figure 12. Schematic of the lollipop model for a tip breaking ligament at $t=t_{tip}$, including a base cone ($0\leq z \leq z_b$), a free-falling ligament ($z_b\leq z \leq z_c$), a connecting cone ($z_c \leq z \leq \mathcal {L}-2R_{tip}$) and a tip sphere ($\mathcal {L}-2R_{tip} \leq z \leq \mathcal {L}$). Here, $\theta _c$ is the equilibrium contact angle, $w_b$ is the boundary flow velocity for the free-fall solution (3.11), $w_c$ is the steady cone velocity (3.20), $\beta =18^\circ$ is the fixed pinch-off angle, $R_{tip}$ is the radius of the ejecting spherical tip of uniform velocity $w_{tip}$. The $h$-profiles of the jet radius are labelled for each region and given in (3.21a,b).

Figure 13

Figure 13. (a) Drop shapes for $\theta _c=60^\circ$ at tip breaking times given by DNS (solid lines) and SJM lollipop (dashed) for increasing ${\textit {Bo}}=4,5,6,7$. With appropriate shifted initial condition $\tilde {h}_0$ chosen from the simulation (dot-dashed), when $t_s/t_{tip}=0.35,0.31,0.3,0.27$, as well as the boundary thickness estimate $z_b=\lambda$ (dotted) for the ${\textit {Bo}}$ sequence, the lollipop model shows excellent agreement with DNS as ${\textit {Bo}}$ increases, particularly in terms of the tip-drop size. (b) Breaking shape comparison with experiments for both $\theta _c=60^\circ$ and $\theta _c=19^\circ$, with ${\textit {Bo}}=7$ and ${\textit {Bo}}=7.9$, respectively. The values of $\tilde {h}_0$ are chosen from experiments at $t_s/t_{tip}=0.16$ for $\theta _c=60^\circ$ and $t_s/t_{tip}=0.35$ for $\theta _c=19^\circ$; additionally, $z_b=\lambda$ and $1.3\lambda$ are respectively used in these two cases. Again, accuracy of the DNS result and lollipop structure for $z\geq z_b$ is validated by experiments.

Figure 14

Figure 14. (a) A priori SJM lollipop solutions for $\theta _c=60^\circ$ and ${\textit {Bo}}=6$ obtained using fixed $z_b=\lambda$, variable $\tau _{tip}=2,3$ (dashed lines) and fixed $\tau _{tip} = 2.5$, variable $z_b/\lambda =0.5,2$ (solid lines). The SJM initial condition $\tilde {h}_0$ at $t=t_s=1.5$ (dash-dotted) is the TFM solution figure 24 originated from the initial value at $t=0$ (dotted). The inset highlights the foot shapes due to the variable $z_b$ solutions (solid). (b) Analogous results for $\theta _c=19^\circ$ and ${\textit {Bo}}=6$: fixed $z_b=\lambda$, variable $\tau _{tip}=2.5,3.5$ (dashed lines) and fixed $\tau _{tip}=3$, variable $z_b/\lambda =0.5,1.2$ (solid lines). (c) Range of $R_{tip}$ solution of the lollipop system defined by $2\leq \tau _{tip}\leq 3$ for $\theta _c=60^\circ$ (region labelled by solid triangles), and by $2.5\leq \tau _{tip}\leq 3.5$ for $\theta _c=19^\circ$ (region labelled by empty triangles) as a function of increasing ${\textit {Bo}}$. Here, $z_b/\lambda =1$ is used for both $\theta _c$. The $\tau _{tip}$ bounds are chosen here to match experimental observations made in figure 5(b). Experimentally measured values are given by filled/empty disks. (d) Similarly, range of $R_{tip}$ due to $0.5\leq z_b/\lambda \leq 2$ for fixed $\theta _c=60^\circ$, and $0.5\leq z_b/\lambda \leq 1.2$ for fixed $\theta _c=19^\circ$. Also $\tau _{tip}=2.5$ and $3$ are used respectively for these two constant angles. Boundary values of $z_b$ are labelled in the legends. It is established that the lollipop model $R_{tip}$ consistently predicts a tip-drop radius $0.8< R_{tip}<0.9$ for large ${\textit {Bo}}$ and a wide range of system parameters $\tau _{tip}$ and $z_b$.

Figure 15

Figure 15. Comparisons of (a) the tip breakup time $\tau _{tip}$ and (b) the ejected drop radius $R_{tip}$ between experiments (disks) and DNS results (lines) for $\theta _c=60^\circ$ as a function of ${\textit {Bo}}$. Both the constant and free-angle models (CA vs FA in the legend) are shown. All data for direct numerical simulation-constant angle (DNS-CA) correspond to the resolved slip length $\epsilon =29.3\,\mathrm {\mu }\textrm {m}$ and ${\epsilon }/{\varDelta } = 4$. We show that for both $\tau _{tip}$ and $R_{tip}$ the simulations with the constant angle model reasonably capture the experimental measurements across all ${\textit {Bo}}$ with a slight overestimation of the order of ${\approx }10\,\%$ at high ${\textit {Bo}}$. Using a free contact angle model can reduce this error further down to ${\approx }5\,\%$ for $R_{tip}$ and essentially to zero for $\tau _{tip}$.

Figure 16

Figure 16. (a) Evolution of the hydrophobic VoF tracer particles for various Bond numbers. The simulations are full three-dimensional with no slip and constant, $60^{\circ }$, contact angle § 2.3.2, leveraging symmetry to compute only a quarter of the drop. The initial distribution of hydrophobic pathogens on the interface of the spherical cap is shown in the $\tau = 0$ image. (b) Corresponding concentration of the hydrophobic tracers in the tip drop, extensional ligament and the foot shown in (a). Interestingly, more than 90 % of the tracer is carried in the tip drop and none remains in the foot for $Bo \geq 3$.

Figure 17

Figure 17. Sequence of images showing the hydrophobic tracer evolution for the low $Bo$ example of $Bo=1.5$. The hydrophobic pathogen analogue moves away from the contact line as the interface is deformed and the foot tracers end up near the top of the foot drop, with a decreasing fraction remaining in the foot as $Bo$ increases (see figure 16b).

Figure 18

Figure 18. (a) Evolution of the stratified VoF tracked pathogen for various ${\textit {Bo}}$. The simulations are full three-dimensional with no slip and constant, $60^\circ$, contact angle § 2.3.2. The initial distribution of the modelled pathogens of stratified wetting is shown in the $\tau = 0$ snapshot. Note that we chose a layering such that the height of the blue region corresponds to the volume of the fluid left in the secondary ligament and the foot in the high ${\textit {Bo}}$ limit. Interestingly, and consistent with the SJM, we confirm little mixing across layers. Moreover, as ${\textit {Bo}}$ increases, we find that the foot is increasingly depleted in favour of a larger fraction of pathogens in the ligament, consistent with a decrease of relative foot volume examine in figure 19(d). (b) The percentage distribution of the blue tracers corresponding to (a) the tip drop, the, middle extensional ligament and the foot. The percentage represents the amount with respect to the initial blue tracer amount in the droplet. Consistent with our observation, we find more blue tracers in the extensional ligament than in the foot region and tip droplet. Remarkably, showing again that the inertial detachment is an effective cleaning mechanism, with little contamination remaining in the foot, i.e. on the surface, as ${\textit {Bo}}$ increases.

Figure 19

Figure 19. Sequence showing formation of satellite droplets in a range of ${\textit {Bo}}$ from axisymmetric simulations with no slip and constant contact angle $60^\circ$ § 2.3.2 analogous to figures 16 and 18. (a) Evolution of the ligament for ${\textit {Bo}} = 2$ and $8$. After the tip and foot pinch off, the extensional ligament fragments selecting a spectrum of droplet sizes. (b) Sequence showing the stage at which the secondary droplets reach their final size distribution for various ${\textit {Bo}}$. Note that all snapshots have isometric scales, and some are scaled to fit the window. (c) Droplet volumes with respect to their position from the substrate, for ${\textit {Bo}} = 2\unicode{x2013} 10$ at the instant corresponding to (b). (d) Relative volume of the tip drop, second tip drop, secondary droplets excluding the second tip drop and the foot, as a function of ${\textit {Bo}}$. As ${\textit {Bo}}$ increases the relative volume of all these fragments approaches constant values. Here, $V_0$ is the initial sessile drop volume and it is here also compared with the corresponding radius on the right-side twin axis, $R/R_{eq} = {(V/V_{0})}^{1/3}$, revealing that the radius of the second tip daughter drop approaches a constant value of $0.6 R_{eq}$.

Figure 20

Figure 20. Secondary droplet sizes at the times shown in figure 19(b), upon convergence to a final distribution post-coalescence. These are shown normalized by the ligament equivalent length at breakup, $\ell _{sec}$ for various ${\textit {Bo}}$, enabling close collapse onto one curve for all ${\textit {Bo}}$, with increase of droplet relative size with proximity to the tip drop. (b) The equivalent discrete probability density function of secondary droplet sizes, corresponding to the sizes shown in (a). Note that this figure focuses on the middle ligament and so excludes the tip-drop and foot regions (shown in volume fractions in figure 19).

Figure 21

Figure 21. Example of ejected tip daughter drop speed, $w$, scaled by the inertial velocity (red) and associated Weber number, $We$, (blue) showing that both scale with $Bo$ (blue). This example is based of the primary daughter droplet of the DNS with constant $\theta _c=60^\circ$, with speed and size values taken at pinch-off time of the tip drop. Note that, in DNS, the ejected speed is calculated taking the average velocity over all the cells contained inside the droplet.

Figure 22

Figure 22. Ligament foot breakup times measured in (a) capillary and (b) inertial scaling. The $\tau _{foot}$ and $t_{foot}$ results are given for increasing ${\textit {Bo}}$ and different $\theta _c$, $\alpha /g$ parameters. The legends are the same as figure 5 except that in (a) the $\tau _{tip}$ shown with stars is overlaid to demonstrate the switch in order of the tip and foot breaking times. Comparing (a,b), the constant value of $\tau _{foot}$ is dependent on the wetting dynamics of the foot, whereas $t_{tip}$ collapses rapidly with ${\textit {Bo}}$ increase. This distinction confirms that, for a given wetting, the foot breakup is inertia dominated with second order wetting effect.

Figure 23

Figure 23. Numerical solutions for $f(t)$ and $F(t)$ obtained from (B11) using $\theta _c=10^\circ,20^\circ,40^\circ,60^\circ$ in (a,b), respectively. Here, $f(t)$ gives recession of the contact radius and $-F(t)$ shows the velocity temporal profile. Both results appear to converge as the contact angle $\theta _c$ increases. The TFM fails for times beyond the peak of $|F(t)|$ because the velocity decay is incompatible with the infinite ${\textit {Bo}}$ assumption. The decay occurs at times that are decreasing with increasing $\theta _c$ as seen in (b).

Figure 24

Figure 24. Successive drop radius profiles $h(z,t)$ with axial $z$-axis plotted horizontally. Time increases from $t=0.2$ to $t=1.2$ in (a–d). The DNS results obtained for a moderate $\theta _c=40^\circ$ with $3\leq {\textit {Bo}} \leq 7$ are given by solid lines, and the TFM predictions are shown in dashed lines. The drop shapes collapse for all ${\textit {Bo}}$ at early times (a,b), and are correctly captured by the TFM. As elongation continues, numerical profiles for different ${\textit {Bo}}$ increasingly diverge from each other, with emerging curvature inflection along the ligament boundary, which is missed by the TFM which does not account for surface tension effects (c,d).

Figure 25

Figure 25. (a) Comparing $w_b$ in (3.16) with $w=\sqrt {\lambda }$ in (3.6) at the critical boundary chosen at $z=z_b=\lambda$ for $\theta _c=60^\circ$ and ${\textit {Bo}}=7$. (b) Drop volume in the slender-jet domain $V_{z\geq \lambda }$ given by $V_f$, the free-fall solution in (3.11) (dashed), $V_{jet}$ in (3.15) (solid) and DNS (circles).

Figure 26

Figure 26. Relative size of (a) the integrated energy flux $I_\phi$ and (b) the net mechanical energy of a connecting cone $E_c$ (see (D2a,b)), compared with the kinetic energy of the breaking tip drop $E_k$. In (a), $I_\phi$ and $E_k$ are calculated using the lollipop system (3.22), where $\tilde {h}_0$ is taken from the TFM solution and $z_c=\lambda$, as discussed in § 3.4.2. In (b), the DNS results for $w|_{r=0}$ and $h$ are used to evaluate $E_c/E_k$ numerically. The inset gives an example for ${\textit {Bo}}=7$ of the analogous cone domain (shaded) and the $w$, $h$ profiles, with tenfold amplification for $h$ to visualize locations of the neck and velocity bump. Together, these results demonstrate that the error incurred from the assumption of $I_\phi =E_c=0$ is small for the purpose of determining $\mathcal {L}$ and $R_{text}$ using the lollipop model. Thus, (3.24) is an accurate approximation.

Figure 27

Figure 27. Convergence study of the DNS for the $\theta _c = 60^\circ$ case. The $y$-axis shows the percentage error ${\alpha - \alpha _{ref}}/{\alpha _{ref}} \times 100$ for the (a) tip pinch-off time and the (b) volume of the ejected tip daughter drop. Second-order convergence is reached for (a) while (b) shows first-order convergence. Here, $N$ gives the number of grid points per initial radius. This figure shows results for ${\textit {Bo}} = 4.0$ with the reference solution corresponding to $819.2$ grid points per initial radius, that is, ${R}/{\varDelta } = 819.2$.

Figure 28

Figure 28. Evolution of the percentage error in volume $\Delta V_{err} (\%) = ({V(\tau ) - V_0})/{V_0} \times 100$ for DNS-CA. Here, $V({\tau })$ represents the total liquid volume at a given time $\tau$, that is, the sum of all the liquid volume including the atomized drop and deformed liquid structure, and $V_0$ is the initial drop volume. The data in the plot include the time selected to showcase data in figures 19 and 20. This implies that the data of figures 19 and 20 conserve at least $99.9\,\%$ of the initial volume.

Figure 29

Figure 29. (a) Zoomed-in view of the ligament feet in the range $0\leq z \leq z_b$ that corresponds to the experiment specified in figure 13(b), where $\theta _c=60^\circ$. Foot shapes at three different times $\tilde {t}/\tilde {t}_{tip}=0,0.2,1$ are given by the solid lines, while the lollipop base-cone model $\tilde {h}_{base}$ at the same instants is shown by dashed lines. (b) Analogous results for the second experiment given in figure 13(b) where $\theta _c=19^\circ$. In the first case (a), the foot contact angle appears to be less than $60^\circ$ for $\tilde {t}>0$ and therefore $V_{exp}$ is underestimated by $V_b$. Contrarily, in the second case (b), the angle is measured to be greater than $19^\circ$, causing an overestimation of $V_{exp}$. Note that $\tilde {t}$ defined in (3.7a–c) is the SJM initialization time, therefore it is possible that at $\tilde {t}=0$ the base-cone assumption is no longer strictly correct. Panel (c) shows the $R_{tip}$ solutions generated by the SJM lollipop system (3.22) with varying $\theta _c$ for the base cone (3.14). Two cases are shown using a solid line for ${\textit {Bo}} = 7$ and a dashed line for ${\textit {Bo}} = 7.9$. The corresponding initial $\tilde {h}_0$ in (3.7a–c) is taken from measurements at $t_s/t_{tip}=0.2$ and $0.35$ for ${\textit {Bo}}=7$ and ${\textit {Bo}}=7.9$, respectively. Also, $z_c=\lambda$ is used in both cases. The experimental $R_{tip}$ values are labelled with solid markers. The two arrows here show the direction of $R_{tip}$ changing as $\theta _c$ in SJM decreases (or increases) from the equilibrium values $60^\circ$ and $19^\circ$, respectively, approaching their experimental values.

Figure 30

Figure 30. (a) The DNS free-angle model $R_{tip}$ prediction as an increasing function of the implicit slip lengths, $\epsilon ={\varDelta }/{2}$. We see that, as $\epsilon$ decreases, the prediction of $R_{tip}$ is increasingly closer to experiments, for all Bond numbers, e.g. $Bo = 3, 7.8$ shown here. (b) Evolution of the wetting diameter with time. The vertical lines represent the foot pinch-off times. Free-angle simulations are seen to match the experiments better than no slip for the most part: the initial agreement is excellent with the free-angle model. Beyond $\tau = 1.2$, the wetting diameter continues to decrease in the free-angle DNS, thus injecting more volume into the ligament. Here, the experimental data correspond to a contact angle of $60^{\circ }$ ($\theta _c = 60^{\circ }$). Moreover, all simulations were based on an initial spherical cap shape with that same $60^{\circ }$ contact angle.

Figure 31

Figure 31. History of the relative volume difference between the base-cone volume $V_b=\int _0^{\lambda }{\rm \pi} \tilde {h}_{base}^2 \,\textrm {d}z$ against its measurement, $V_{exp}$, during the experiment. This is obtained building on figure 29 showing the zoomed-in view of the ligament feet in the range $0\leq z \leq z_b$ which corresponds to the experiment specified in figure 13(b), where for panel (a) here, $\theta _c=60^\circ$. Panel (b) is analogous to the second experiment given in figure 13(b) where $\theta _c=19^\circ$. In the first case (a), where the foot contact angle appears to be less than $60^\circ$ for $\tilde {t}>0$, $V_{exp}$ is underestimated. Contrarily, in the second case (b), for which the angle measured is greater than $19^\circ$, $V_{exp}$ is overestimated.

Figure 32

Figure 32. Interface shapes of the deformed droplet at various instants of time $\tau$ for ${\textit {Bo}} = 7.8$. The purple squares are the experiments. The solid black line is for the no-slip boundary condition with a constant contact angle of $60^{\circ }$ with a grid size of $14.6\,\mathrm {\mu }\textrm {m}$. The other lines correspond to the free-angle model the same as in figure 30(a). The horizontal axis is the axial axis and the vertical axis is radial. All simulations are axisymmetric and the resolution is ${\epsilon }/{\varDelta }$ = 4. Note that the slip length influences the movement of the contact line at the foot and, in turn, influences the liquid flow from the base cone.

Supplementary material: File

Shen et al. supplementary movie 1

Experiment of inertial detachment of an original sessile water droplet detaching a PMMA substrate, as given in Figure 3. Here the equilibrium contact angle is 60 degrees, the substrates acceleration is 4.2 times gravitational acceleration, the drop initial volume is 80 micro liters. The Bond number in this case is 4. The scale bar corresponds to 1 cm.
Download Shen et al. supplementary movie 1(File)
File 10.8 MB
Supplementary material: File

Shen et al. supplementary movie 2

Direct Numerical Simulation of inertial detachment of an original sessile droplet with constant contact angle of 60 degrees. Stratified wetting tracer particles/analog pathogens such as a range of bacteria that initially distribute within different horizontal layers in the drop are tracked over time. The Bond number here is 6.
Download Shen et al. supplementary movie 2(File)
File 4.9 MB
Supplementary material: File

Shen et al. supplementary movie 3

Direct Numerical Simulation of inertial detachment of an original sessile droplet with constant contact angle of 60 degrees. Hydrophobic tracer particles/analog pathogens such as a range of spores that initially distributed along the drop surface are tracked over time. The Bond number here is 6.
Download Shen et al. supplementary movie 3(File)
File 1.4 MB