Open Access Article
Myrthe A.
Bruning
*a,
Claus-Dieter
Ohl
b and
Alvaro
Marin
*a
aPhysics of Fluids Group, Faculty of Science and Technology, Mesa+ Institute, University of Twente, 7500 AE Enschede, The Netherlands. E-mail: m.a.bruning@utwente.nl; a.marin@utwente.nl
bSoft Matter & Cavitation Lab, Otto-von-Guericke University, Magdeburg, Germany
First published on 6th January 2021
When a pure droplet evaporates inside an elastic medium, two instabilities are typically observed. As the droplet shrinks, the elastic medium needs to deform and elastic tension builds up. At a critical strain, accumulated tension at the gel–droplet interface is released by developing creases. The droplet keeps shrinking beyond this point, pulling the elastic network and therefore decreasing the pressure in the liquid phase. This drives the liquid phase into a metastable state, and leads to the second instability: the nucleation of a vapour bubble in the liquid phase by cavitation. These instabilities consistently occur in the described order whenever a pure liquid (water, in this case) is used. The presence of colloidal particles inside droplets is common both in vitro and in natural environments, and they can change such phenomenology significantly by stimulating cavitation events before any creasing instability. In this work, we study the role of colloidal particle size and concentration on the early inception of cavitation in water droplets in an elastic medium. Our results reveal an unexpected dependence with the particle size and with the size distribution of the colloidal particles. Given the simplicity and reliability of the system and preparation, the method described here could be eventually used to measure tensile strengths of particle solutions with accuracy.
In laboratory conditions, this combined phenomenon of evaporation and cavitation has been studied both for laser-generated cavities inside water-soaked hydrogels9–11 and for water droplets inside silicone-based gels.2,12 Interestingly, in the latter case, given the permeability of polydimethylsiloxane (PDMS) for water vapour, it has been shown2,12 that the evaporation of a water droplet occurs following a simple diffusion-limited process, retaining its spherical shape for most of its lifetime. However, after reducing its radius a certain critical fraction (which depends on the properties of the elastic medium), the gel–liquid interface displays a so-called creasing instability.2 The interface folds onto itself, in order to release part of its tension which builds up during the shrinkage of the droplet. As the droplet keeps evaporating after creasing, the tension in the elastic medium keeps increasing, introducing a negative pressure inside the water droplet. As a result, the droplet suffers a cavitation event and a bubble nucleates, which eventually grows up to the same size as the initial droplet. The fast dynamics and oscillations of this bubble have been studied in detail recently.12 It is worth noting that the phenomenon is so reproducible, that the frequency of these oscillations could serve as a proxy of the viscoelastic properties of the surrounding gel.11
Water in soil or inside xylem channels typically contains impurities that can alter this phenomenology significantly. By sending a shock-wave to a particle solution, Borkent et al.13 confirmed experimentally that the presence of particles can trigger the formation of bubbles at lower tension levels than those predicted for pure water. Their results confirmed the crevice model for cavitation nuclei,14 which modelled and quantified the energy needed for the nucleation and growth of a bubble in a pre-existing cavity. In their experiments, particle surface roughness facilitated the entrapment of gas pockets and enhanced the chances of a cavitation event. Similar phenomena have been observed when studying foaming upon beer tapping,15 which occurs when the top of a beer bottle is hit with a solid object, usually another bottle, triggering violent foaming and spoiling the subject's drink. Interestingly, foaming in beer is facilitated by cellulose fibres that take the role as cavitation nuclei.16 Besides the roughness of the particles, also their size is an important factor, as shown by Marschall et al.17 They showed that cavitation nuclei are related to the fine scale structure of the particle surface. Critical cavities are developed, which depend on the global radii of curvature of the particle.
Experiments inside soft elastic media with evaporating pure liquid droplets have nearly always shown creasing instabilities preceding cavitation.2,12 However, creasing has been rarely observed in natural conditions.6,18 Motivated by this observation, in this work, we will introduce a known concentration of well-characterized colloids inside an evaporating water droplet in elastomer gels (PDMS) and study the effect of such “controlled impurities” on the instabilities observed: creasing and cavitation. The expectation is that the presence of impurities, i.e. colloidal particles in our case, will always promote cavitation before any creases are developed, which would explain why creasing is never observed in nature.
:
10 ratio (curing agent
:
base polymer). The static shear modulus μ0 of this gel is ∼0.7 MPa. The experimental protocol involves mixing and degassing this gel and injecting the droplet after it has been cured for some time. In order to ensure similar conditions for each experiment, all of these steps follow a precisely timed protocol. After combining the curing agent and base polymer, the mixture is stirred for 2 minutes, and directly afterwards degassed in a vacuum chamber for 35 minutes. Within 5 minutes of releasing the vacuum, the gel is put in the experimental chamber. In this chamber the relative humidity is kept at 30% and the temperature of the bottom plate is 70 °C. The gel mix is poured in a transparent plastic box of dimensions 2.5 × 2.5 × 1.5 cm (width × depth × height) which is open at the top. This box is heated for 19 minutes after which the colloidal droplet will be inserted in the centre of the gel-filled box. By the time the droplet is injected, the gel is precured and the droplet stays where it is initially injected. Throughout the entire experiment the sample is heated at 70 °C. A schematic overview of the set-up is given in Fig. 1a.
The suspension consists of Milli-Q water with polystyrene colloidal particles, functionalized with sulfate groups, which makes the particles hydrophilic and conveys enough electrostatic repulsion between them to maintain the suspension stable with no need of additional stabilizers (microParticles GmbH, PS-FluoRed).
Two different particle sizes are used for the experiments (dp = 0.45 ± 0.009 and 0.98 ± 0.04 μm) and three different particle concentrations (cp = 0.15, 1 and 2.5 v%). The density of these particles is 1.05 g cm−3, which makes them almost neutrally buoyant. Nonetheless, the duration of the experiment (up to 25 hours) can eventually be comparable to the time required for a colloidal particle to settle at the bottom of the droplet. This is indeed the case of our larger particles, as we will discus below. In order to prepare the suspensions, the stock solution is sonicated for 15 minutes prior to diluting. After preparing the desired volume concentration, the solution is sonicated for another five minutes to ensure no particle clusters are present. Droplets of these colloidal suspensions are injected using an Eppendorf pipette and range from 0.03–1.4 μl (meaning R0 = 200–700 μm). The experiments are recorded using a Ximea MQ013MG-ON and frames are captured every minute. Experiments last from 2 to 25 hours depending on the initial droplet radius R0. The camera is mounted outside the chamber and takes side view images of the droplet. From these recordings we can extract the (effective) droplet radius of the droplet and observe the appearance of creasing and cavitation.
The shrinkage of the droplet is shown in Fig. 1b, in which we show the radius as a function of time. Eventually, the radius shoots up to nearly its original value. As described extensively in ref. 12, this final event corresponds to the nucleation of a bubble through a cavitation event. During the evaporation of the droplet, the tension in the gel increases, which reduces the pressure inside the droplet. The liquid phase is then in a metastable state, sensitive to a cavitation event. Images for a typical experiment using pure water are shown in Fig. 1c. First, a spherical droplet is injected and starts to evaporate. At some point the elastic medium creases and the droplet looses its spherical shape (see panel c2, after 14 hours from injection). From that point onwards we determine the droplet size as an effective radius using its projected area. Finally, cavitation occurs and a bubble nucleates, which eventually grows up to a similar size as the initial droplet (panel c4).
![]() | (1) |
, J = J(R) represents the diffusive flux at the droplet's interface r = R. This flux is given by Fick's law as![]() | (2) |
![]() | (3) |
The characteristic diffusion time scale is defined as tD = R02/D =
(102) s,19 using R0 = 600 μm and the diffusivity of water vapor in PDMS D = 3.3 × 10−9 m2 s−1.20 We can express the typical droplet evaporation time as tF = R02ρw/(2DΔc) =
(105) s, which includes the density of water (ρw = 998 kg m−3) and the concentration gradient at the interface and the far field (Δc = 33 mol m−3
21). As the diffusion time scale tD is much smaller than the typical evaporation time tF, the evaporation can be assumed to follow a steady-state solution:
![]() | (4) |
The final expression for the droplet radius reads as
![]() | (5) |
Using the expression for the typical evaporation time tF, the final dimensionless equation for the droplet area loss in the case of steady-state diffusion is given by
![]() | (6) |
In Fig. 2 the typical evolution of the droplet radius, using eqn (6), is shown for different particle sizes. As a reference we also include an experiment without any particles present. From these curves we can see that the addition of particles to the droplet does not alter its evaporation: it follows the same curve as the pure water droplet. Initially this occurs in an isotropic manner and the droplet reduces its size holding its spherical shape. However, at a certain ratio for R/R0 creasing occurs and the gel starts to fold onto itself. For this type of gel, Rcrease/R0 = 0.71, as observed both for pure water drops and colloidal drops. In a previous study,12 we found experimentally a ratio of 0.73 for the same type of gel. The small discrepancy could be due to small differences in composition between different batches of gel. In Fig. 2 the radius of creasing is highlighted with a grey dotted line (1 − R2/R02 = 1 − 0.712 = 0.5). For some curves a small bend is observed after creasing occurs, because the droplet has lost its spherical shape. At some point, a cavitation event takes place and a bubble forms. As shown in Fig. 2, cavitation happens after the droplet has creased, both in the case of a pure water drop and for the smallest particle size used of diameter dp = 0.45 μm. This picture changes dramatically for the droplets containing the largest particles (dp = 0.98 μm), a large majority of them cavitates before the interface has creased. By doing so, creasing is completely suppressed since cavitation kicks in earlier, vaporizing the liquid phase. Consequently, we will refer to this situation as early cavitation.
This result raises several questions as, why do small particles not show this early cavitation? Does particle concentration play a role? Since the maximum tension (negative pressure) achievable is proportional to the initial droplet size, does it play a significant role? We will try to address these questions in the following.
![]() | ||
| Fig. 3 The evaporation process for a droplet inside an elastic medium with and without particles. These three series correspond to the evaporation curves in Fig. 2. In figures (a) and (b) creasing and cavitation occurs, respectively without and with (small) particles. In (c) larger particles are used and creasing is no longer observed, only the cavitation event. The first image everywhere is the initial droplet, the third image is the last image before cavitation. In all series the scale bar represents 500 μm. | ||
To analyse when creasing can be suppressed and early cavitation occurs, we performed a systematic study with different initial droplet radii, two different particle sizes and three particle concentrations. For each experiment we measure the radius at which cavitation occurs. These results are given in Fig. 4 for pure water droplets (Fig. 4a) and for two different particle sizes (Fig. 4b and c). On each subplot, for a given R0, every droplet evolves from the top (R(t)/R0 = 1) towards the bottom of the graph, decreasing in size. The droplet will either crease when crossing the creasing radius ratio Rcrease/R0 = 0.71 (plotted as a grey dotted line), or it will go through a cavitation event before reaching the creasing line. Consequently, every point above the dotted line represents an experiment in which cavitation has occurred before creasing (early cavitation, i.e. Rcav/R0 > 0.71). In the case of pure water droplets (Fig. 4a) cavitation is always observed for Rcav/R0 < 0.71, meaning that creasing occurs for every experiment. Note that we are combining in this figure results from pure water droplets taken from ref. 12 and new measurements taken for this work. Surprisingly, the addition of a substantial amount of 0.45 μm-diameter particles does not change the process qualitatively: Almost all experiments experience creasing in a similar fashion as with pure water. A noticeable difference with pure water is that the cavitation events occur at similar radius ratios, closer to the creasing ratio, unlike the larger spread of the events for pure water.
![]() | ||
| Fig. 4 The radius ratio at which cavitation occurs as a function of the initial droplet radius R0 for different particle concentrations. Figures (a), (b) and (c) show the results for pure water droplets, dp = 0.45 μm and 0.98 μm respectively. The radius ratio at which creasing occurs is highlighted with a grey dashed line. The grey markers are experiments in which cavitation type B is observed, the shape of the marker represents cp. In figure (a) the open markers are results from the current study, the closed markers are from ref. 12. In figure (c) also experiments are included in which salt is added to the colloidal droplet, represented by star markers. | ||
Increasing the particle size to dp = 0.98 μm has a significant effect, shown in Fig. 4c. In this graph we show the outcome for three different volume concentrations. For the lowest volume concentration (cp = 0.15 v%), nothing different occurs compared to the previous results shown and the elastic medium always creases in the measured range of droplet sizes. However, increasing the particle concentration to cp = 1 v%, results in a completely different behaviour. For droplets with R0 larger than a certain critical radius R*, cavitation occurs first, suppressing creasing completely, as already introduced in Fig. 3c. For an even higher particle concentration (2.5 v%), this critical radius shifts to a lower value. In summary, approximately half of the droplets containing larger particle concentrations experienced early cavitation, with a clear correlation on the initial droplet size R0.
Using the results from Fig. 4 we can determine the critical radius R* for each particle size and concentration. In the case of the 0.45 μm-diameter particles, no critical radius can be extracted from the range of measured R0. For the case of 0.98 μm-diameter particles, an increase on the particle concentration is reflected in a decrease of R*. We elaborate on the exact values of R* in Fig. 6. Interestingly, droplets with R0 < R* behave very similarly as pure water droplets: Starting with an isotropic shrinking of the droplet, continuing with a creasing instability at the expected radius ratio and eventually cavitation kicks in. However, in the case of R0 > R*, the process turns more complex. Experiments with 0.98 μm-diameter particles have shown two different kinds of cavitation events, both shown in Fig. 5. In the most common type found, which we will call type A (Fig. 5a), a bubble is nucleated at the very top of the droplet, apparently very close to the interface, it quickly loses its spherical shape and then sinks down. From there, it grows in time until the full droplet is evaporated and a bubble with the same size as the initial droplet is obtained. Although we lack more detailed observations to support this hypothesis, it seems as if this kind of bubble nucleation occurs at the PDMS–liquid interface, and therefore the bubble loses easily its sphericity. The fact that the bubble moves downwards, in the direction of gravity, is a puzzling observation. This motion must be driven by certain convection inside the drop following the bubble nucleation, but we are uncertain of its nature. Cavitation type A can be observed before and after creasing in suspension droplets with 0.98 μm-diameter particles, and only after creasing for 0.45 μm-diameter particles and pure water.
![]() | ||
| Fig. 5 Two types of cavitation for nearly identical initial conditions. The time scales in the upper right corner show the time after the cavitation bubble is formed. (a) Cavitation type A: a bubble is formed at the top of the droplet and then moves towards the bottom of the droplet. (b) Cavitation type B: a bubble is formed at the top of the droplet and remains at this location. The scale bars represents 500 μm and the same markers are used as in Fig. 4 and 6. | ||
The second kind of cavitation, which we will call type B (Fig. 5b), has several interesting features. The bubble nucleates also in the upper part of the droplet, but it seems to be formed in the liquid bulk, as it retains its spherical shape during the whole process of growth. Cavitation type B events are plotted using grey markers in all upcoming plots, from Fig. 4–10. It is important to stress that the difference between these two types of cavitation events is not only qualitative and visual (and therefore less objective), but also quantitative: all type B events in the presence of particles occurs before creasing. Note that a critical radius cannot be defined in this case since all cavitation type B events occur before creasing. The precise mechanism that allows the bubble to remain in place is for the moment unknown to us. In principle, by invoking symmetry, one would expect that the nucleation of a bubble at the liquid–gel interface, as seems to be the case in type A, would lead to much stronger flow than a bubble nucleating in the bulk. Another important observation from Fig. 4 and 5 is that for identical initial conditions, both types of cavitation are equally likely to occur. The experiments in Fig. 5a and b are performed with the same R0, dp and cp.
To summarize the observations from Fig. 4, we make use of the resulting values for R*. Fig. 6 shows the same data plotted as a phase diagram with the particle concentration cpversus the initial droplet radius R0. For each set of experiments we highlight if creasing can be suppressed or not. The colored regions are regions in which creasing is observed and cavitation occurs afterwards, i.e. R0 < R*. The non-colored bars show the conditions in which creasing can be suppressed and cavitation occurs early. For example, in the case of dp = 0.98 μm and cp = 2.5 v%, R* is determined from two experiments at R0 ≈ 477 μm for which we observe creasing in one case and early cavitation in the other, so this radius represents the critical radius for this transition. In this phase space the experiments that displayed type B cavitation are also included in grey to ensure a complete overview. Once more, this figure highlights the unpredictable nature of the cavitation events: in Fig. 6a we can observe events of type A and B both occurring under almost identical conditions R0 = 550 μm and cp = 2.5 v% (for dp = 0.45 μm); or in Fig. 6b, with R0 = 356 μm and cp = 1 v% (for dp = 0.98 μm). Type B cavitation can occur both for R0 < R* and R0 > R*. Opposed to this random occurrence of type B, type A cavitation never occurs for R0 < R* and is therefore more reproducible and independent on the initial droplet radius.
(108) for 0.45 μm-diameter particles and N =
(107) for 0.98 μm-diameter particles (both for cp = 2.5 v%). However, when the total area of the particles is calculated, such a difference vanishes, and in both cases we find Atot =
(10−4) m2. This tells us that the available area for nucleation alone is not sufficient to explain the occurrence of early cavitation only in the case of 0.98 μm-diameter particles. For the smallest particle size in our set we are nearly never able to suppress creasing, even though the total available area is even slightly larger than in the case of the larger particles.
.22,23 The (negative) pressure of the droplet can be calculated using![]() | (7) |
In Fig. 9 we summarise all results for the critical tension for the performed experiments. Fig. 9a contains the results for pure water and dp = 0.45 μm. The critical tension for cavitation is ∼1.5 MPa for most of the experiments, as creasing occurs always before cavitation. All experiments in which creasing takes place are given with open symbols. As creasing always occurs near ξ = 0.71, the spread in this data is marginal and Tcav = 1.5 MPa. Only one experiment with 0.45 μm-diameter particles shows a tensile strength at substantially lower values than the rest, which interestingly corresponds cavitation type B, this is, with a bubble being apparently nucleated at the bulk. Fig. 9b shows the results for 0.98 μm-diameter particles, which make a stark contrast with those of pure water and 0.45 μm-diameter particles. The main difference is the significant amount of experiments showing tensile strengths below the creasing limit. Interestingly, there is a clear inverse correlation between the particle concentration and the tensile strength Tcav. Also note the large spread in tensile strength in the case of early cavitation (either type A or B) in comparison to the values obtained for pure water and 0.45 μm-diameter particles in Fig. 9a. In Fig. 9b, the only two values of Tcav observed above the creasing limit deserve a comment: These two points correspond to very low R0 values (≈ 200 μm). A smaller initial droplet size involves a shorter life, which becomes somewhat comparable with the gel curing time. As a result, the creasing occurs at an effectively lower value of ξ, which leads to a higher Tcav. For larger droplets this effect becomes negligible as the time it takes to evaporate the droplet is larger, whereas the time it takes for the gel to cure remains the same.
Marschall et al.17 proposed that, in the case of smooth particles, the smallest possible tensile strength of a suspension is determined by the radius of curvature of the particle. The critical tension for cavitation is determined from the stress that needs to overcome the surface tension force of the vapour cavity with typical particle diameter dp. This tension is expressed as Tcav = 4γ/dp. The surface tension of the water–air interface is temperature dependent. As the plate is kept at 70 °C (corresponding to 64 mN m−1
24), but the surroundings are measured to be 40 °C (70 mN m−1
24), we have used an intermediate value of 67 mN m−1. However, this range of values for γ only slightly influences the resulting value for Tcav. Note that the presence of particles should not have any effect on the value for γ, since the solutions are surfactant-free and the particles are fully hydrophilic.
The size of the particles is used as a typical length scale, as the vapour cavity with initial size dp will detach from the solid surface and grow. We calculate this pressure for the two particle sizes which are studied. These theoretical bounds for the critical tension are also near 1 MPa and are given in Fig. 9a and b as dotted lines. The comparison of this theoretical bound with our experimental data becomes particularly interesting for the 0.98 μm-diameter particles in Fig. 9b. Most of the data lies in between the creasing limit and the single-particle theoretical bound represented by the dotted line. However, in Fig. 9a (dp = 0.45 μm) the values for the tensile strength are larger than the theoretically predicted by the particle size. According to the predictions of Marschall et al.,17 the tensile strengths found correspond approximately to the radius of the particles (see Fig. 10) and correspond to the same order of magnitude. Therefore, we do not expect that roughness at the particles surface in the nanometric range would play a significant role as nano-crevices in our experiments.
The results shown above indicate the existence of nucleation sites smaller than the particle diameter. It would be therefore interesting to alter the length scale of the potential nucleation sites in the droplets. On the one hand, using smaller particles than dp = 0.45 μm would not give additional information, since the results have been quite insensitive to their presence. On the other hand, larger particles than dp = 0.98 μm would enhance the sedimentation of the particles to the bottom of the droplets, which involves complex additional effects. Instead, we performed series of experiments with 0.98 μm-diameter particles adding a small amount of sodium chloride to the particle solution. The presence of ions in the solution increases the screening of the electrostatic barrier that prevents the particles from aggregation,25 and therefore we expect to promote the presence of clusters, which would introduce a spread in the effective size distribution of the particles in solution. We add 10 mM NaCl to the particle solution, which is far below the saturation concentration of NaCl (roughly 6 M), and therefore we do not expect crystallisation to influence the evaporation of the droplet.
According to the argument introduced above, and in line with several ref. 13, 14 and 17, the presence of salt promotes the formation of particle clusters, which would decrease the critical pressure for cavitation, i.e. Tcav should decrease. This is precisely the effect observed in the experiments with salt, which are shown as star markers in Fig. 4 and in Fig. 9b. Fig. 4 clearly shows that the droplets containing salt and 0.98 μm-diameter particles cavitate in a very early stage (large Rcav/R0), when only a small amount of elastic tension has built up in the droplet. Consequently, Fig. 9b shows that the critical tension for cavitation clearly decreases when compared to the situation without salt, and even reaches values below the predicted curve for dp = 0.98 μm. This means that the typical length associated to the critical stress from the surface tension is in this case larger than the particle diameter itself. Also interesting is the fact that most of the cavitation events observed in the presence of salt are of type B. We hypothesized above that type B cavitation events seem to take place in the liquid bulk due to the presence of particles, and this observation goes in the line of our hypothesis.
Our experimental results show that fairly smooth particles with diameters in the order of 0.5 μm do not stimulate cavitation events in evaporating droplets within an elastic matrix, while those in the order of 1 μm do. This result should be independent on the nature or rheology of the matrix itself, and therefore it is an interesting conclusion both for practical applications as for rigid-walled cells exposed to such stresses.7
In addition, our experimental system has shown to be a very reliable system to study the onset of cavitation in soft and elastic systems. The tensile strength of the solution can be measured through a rather simple preparation. By varying the elastic modulus of PDMS (e.g. mixing ratio during preparation) different regions of tensile strength can be probed. This would be of special interest for the characterization of solutions with particles that operate as sub-micrometric cavitation nucleation agents, promoting drug distribution and improving therapeutic efficacy in the body.26 Additionally, the onset of cavitation before creasing could be an interesting advantage to introduce perfectly spherical bubbles in a controlled manner for the fabrication of soft acoustic metamaterials.27 To conclude, we believe that the phenomena here described is a particular good example of the multifaceted puzzles that bubbles often manifest.28,29
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