Thin Film Rupture

When two objects come together, the surrounding fluid (be it a gas or liquid) has to drain from the region between the objects. As the distance between the objects becomes small, this fluid region becomes thin - a 'thin film'. The objective of our research in this area is to predict how quickly a thin film can drain (or does it drain?), so that we can predict if and when the two colliding objects touch, or alternatively, how the thin film prevents impact and then what happens to the two colliding objects.

Two applications for this numerical technology are given here. The first is droplet coalescence, which has application to (for example) predicting how droplets behave in mineral processes, in particular solvent extraction. The second is droplet rebound from hot surfaces, known as the dynamic Leidenfrost effect. Understanding this phenomenon is required to predict (for example) heat transfer from sprays used to extinguish fires, or cool process equipment.

Simulating Droplet Coalescence

Lachlan Mason, Peter Witt, Geoff Stevens and Dalton Harvie

Lachlan is performing a PhD on this topic, supported by an Australian Postgraduate Award and CSIRO PhD scholarship.

Section under construction

Dynamic Leidenfrost simulation sequence
Above: A simulation of a 25°C n-Heptane droplet impacting upon a 210°C polished stainless steel surface.

Dynamic Leidenfrost

Dalton Harvie and David Fletcher

This work was funded by a Unversity of Sydney PhD scholarship.

This was the main topic of my PhD thesis (Dalton Harvie's) conducted in the late 1990s. The objective was to simulate the hydrodynamics and thermodynamics of a volatile droplet as it impacts upon a hot solid surface. The work was motivated by a series of large scale solid fuel fire extinguishment experiments that we were conducting: We were finding that the heat extracted by a typical water extinguishment spray was significantly less than expected. Close inspection showed that many of the impacting water droplets simply `bounced' off the burning surface, resulting in low heat transfer rates. By simulating the impacts I wanted to understand more about the physics of the process.

What is the Leidenfrost phenomenon?

The Leidenfrost phenomenon describes the way in which a volatile droplet becomes suspended above a hot surface, supported by a cushion of its own vaporising vapor.

If you deposit a small amount of water on to a hot (>240°C say) smooth frying pan you'll see static Leidenfrost droplets. Notice that as you tilt the pan the droplets move easily around, like a puck on an air hockey table. Also notice that the droplets take a long time to evaporate: The cushion of steam that is created between the droplet and the pan not only provides an excellent lubrication layer, but also a good insulating layer, limiting the evaporation rate of the liquid.

A static Leidenfrost droplet is also known as a film boiling droplet.

What is a dynamic Leidenfrost impact?

A dynamic Leidenfrost impact (or film boiling impact) describes a volatile droplet that approaches a hot solid surface, but is forced away from that solid without touching due to the formation of a vapor lubrication layer. The steps are:

  • Droplet approaches solid surface.
  • Heat is transferred to lower surface of droplet via conduction and radiation.
  • Heat is used to increase liquid temperature, and to vaporise liquid.
  • Vapour is forced out from between the liquid and solid.
  • Viscous forces within the vapour flow increase the pressure beneath droplet.
  • Pressure causes an upward directed force on droplet.
  • Whether the droplet touches the solid and its subsequent behaviour determines the thermodynamic impact regime.

A schematic showing the coupling between the two numerical algorithms
Above: As the vapour layer and droplet have vastly different lengthscales (of order microns for the vapour layer, millimeters for the droplet) different numerical solution algorithms were used for each.

Overview of the numerical method

To simulate the process two separate fluid dynamics algorithms were coupled:

  • Internal droplet dynamics Volume of Fluid (VOF) CFD code (2D)
  • Viscous vapour layer code (1D)

The coupling between codes was `two-way' via:

  • Pressure at the lower surface of the droplet
  • Position, velocity and geometry of the lower surface of the droplet

Heat transfer within all three phases (solid, vapour layer and liquid) was solved, as was a mass transport equation to determine the droplet vapour/air mix within the vapour layer. Kinetic theory `slip' treatments were used at both the solid/vapour and liquid/vapour boundaries to represent non-continuum effects within the gas. More details can be found in the publications.

Results: Droplets initially at their boiling point

The behaviour of droplets that are initially at their boiling point (or saturation temperature; for example 100°C for water at atmospheric pressure) is quite different to those that are initially subcooled (room temperature for water for example).

Above: Simulation of a 2.3mm saturated (100°C) water droplet travelling at 0.63m/s and impacting upon a 400°C polished gold surface. The simulation is based on experiments performed by Wachters et.al. (1966).

The speed at which the droplet travels at prior to impacting with the surface also significantly affects their 'rebound' behaviour. This speed can be expressed nondimensionally via the Weber number,

The weber number
which represents the relative magnitude of inertia to surface tension forces acting on the droplet.

Simulations of droplets initially at their saturation point and impacting upon high thermal conductivity surfaces were compared against published experiment data. At low Weber numbers (<30 say), the correspondance between simulation and experimental results is good.

The animation (right) shows a We=15 impact based on experiments reported by Wachters and Westerling (Chemical Engineering Science, 21:1047-1056, 1966). Notice that during the initial spreading phase a large 'envelope' of vapour is generated under the droplet. Any heat that is transferred to the droplet during this time has to conduct through this layer; hence, this layer insulates the droplet from the hot solid surface. Later, as the droplet begins to recoil, the base of the droplet comes very close to the solid again several times. Significant heat transfer occurs during this recoil phase.

Comparison of the predicted and experimental droplet radii and heights for the Wachters We=15 impact.
Above: The maximum droplet radius and height during the Wachters and Westerling We=15 impact. Symbols indicate experimental values measured from published photographs, the continuous lines the results from the simulation. The error-bars attached to the symbols indicate the resolution of the experimental images as taken from the publication (Wachters et.al., 1966).

A comparison of the predicted and experimentally measured droplet radius and height during the impact shows that the model predicts the oscillation of the droplet quite well, although the height of the droplet is underpredicted somewhat at later times. As observed by Wachters and Westerling, typically the residence time of an impacting Leidenfrost droplet on a surface will be roughly the same as the natural oscilation period for the droplet,

Rayleigh oscilation period
as determined by Rayleigh (Proc. Royal Soc. London, 29, 7197, 1879). Here a is the radius. For the Wachters and Westerling We=15 droplet this period is 11ms, which correlates quite well with the residence time of the droplet on the surface.

As the Weber number becomes larger (that is, higher impact velocities) the droplets typically form some type of asymmetrical shape during the impact (for example, breakup or a oscillating mass). As the simulations are based on a two dimensional cylindrical coordinate system, this type of behaviour cannot be predicted. Generally for 30<We<80 the model predicts at least the first expanding stage of an impact, but not the recoil and rebound stage. For We>80 the droplets typically breakup as they are expanding, hence the model is not able to capture the hydrodynamic behaviour of these droplets.

The simulation (below) is based on experiments reported by Groendes and Mesler (Proc. 7th Int. Heat Transfer Conf., Munich, 131-136, 1982) and has We=68. Comparison against the experimental results shows that the hydrodynamic aspects of the simulation are accurate until about 10ms from projected impact. At times beyond this the simulation shows the formation of large toroids of fluid that expand radially outwards (so converting the kinetic energy at impact to potential surface energy). In reality these toroids would be unstable to breakup in the azimuthal (circumferential) direction. The experiments show that by around 15ms the real droplet has formed a large asymmetrical oscillating mass of fluid.

Above: Simulation based on an experiment performed by Groendes and Mesler (1982) of a 4.7mm saturated (100°C) water droplet travelling at 0.94m/s and impacting upon a 462°C quartz surface.

Groendes and Mesler also measured the surface temperature of the quartz solid during the impact using a fine gauge thermocouple. Quartz was used for the solid as it has a low thermal conductivity and will consequently show a large temperature decrease for a given heat loss rate. Experimental results measured by the thermocouple, along with interface temperatures at both the liquid/vapour and solid/vapour interfaces predicted by the simulation are shown below. The simulation results are for temperatures at the centreline of the geometry.

Experimentally measured surface temperatures. Predicted interface temperatures.
Above: The solid surface temperature along the centreline beneath the Groendes and Mesler impact. Results on the left are taken from Groendes et.al. (1982), results on the right are from the simulation. The simulation temperatures are relative to the saturation temperature of water at atmospheric pressure (ie, 100°C). Also shown in the simulation results are the temperatures on the centreline on the vapour side of the solid/vapour interface, the vapour side of the vapour/liquid interface, and the liquid side of the vapour/liquid interface.

Both the experimental and simulation solid surface temperatures show downward pointing `spikes' at times when the droplet interface is in close proximity to the solid. This is because when the distance between the solid and liquid interface is lowest, the heat transfer rate from the solid to the liquid is highest. The first spike occurs around t=0ms when the droplet first approaches the solid. As the envelop of vapour is formed under the droplet after its initial impact, the heat transfer rate from the solid decreases and the solid surface temperature rises again.

The simulation results (and to a lesser extent the experimental results) show a second temperature depression occurring around 6ms. As is evident in the animation (above) at this time the main body of the droplet has spread radially over the solid and is being rapidly decelerated in the axial direction: Hence, the lower droplet surface is being forced towards the solid for a second time and this causes high heat transfer rates. The experimental temperature depression at 6ms is not as pronounced as predicted by the simulations - this may be because the experimental droplet did not impact precisely above the embedded thermocouple, or possibly that the underside of the experimental droplet has already become asymmetrical at this time.

Beyond 15ms both the simulations and experiments show that rapid solid surface temperature spikes occur until around 30ms, at which time the solid temperature begins to increase again. Hydrodynamically the rapid spikes correspond to a series of rapid `impacts' that occur between the lower droplet surface and the solid as surface tension pulls (reforms) the main body of the droplet inwards, thus forcing its lower central surface downwards. Beyond 30ms the main droplet mass leaves the vicinity of the solid (rebounds), allowing the centreline solid surface temperature to increase. Interestingly, despite the asymmetrical hydrodynamic behaviour of the droplet not being predicted by the simulation beyond the initial impact and expansion phase, the thermodynamic behaviour of the liquid/vapour/solid system near the centreline is captured by the simulations at these later times (at least in a qualitative sense).

The simulation results also show that some superheating of the liquid at the liquid/vapour interface occurs during the impact, however the amount is generally small. More significantly, at times there are temperature differences across the vapour/liquid interface of a few degrees. These differences are due to non-continuum `slip' effects that occur over a volatile interface, included in the simulations via a kinetic theory model.

Results: Subcooled droplets (initial temperature below their boiling point)

Above: A simulation of a 25°C n-Heptane droplet impacting upon a 210°C polished stainless steel surface.

Subcooled droplets behave quite differently to those initially at their boiling point. In a subcooled impact a considerable proportion of the heat that conducts across the thin vapour layer is convected into the droplet during the impact, rather than just being used to vaporise liquid. As the amount of vapour generated during the impact is less, a subcooled droplet generally remains much closer to the solid during the impact, and no large envelope of vapour is formed at its lower surface (as in the saturated impact case). This has the secondary effect of increasing the heat transfer rate from the solid, meaning that subcooled droplets are significantly more effective at cooling the solid than saturated droplet impacts.

The simulation (right) is based on an experiment presented in Qiao and Chandra (1996, Int. J. Heat Mass Trans., 39, p1379). In the experiment a n-heptane droplet initially at room temperature (approximately 75°C subcooling) impacts upon a 210°C solid in a low gravity environment. For this impact We=32. Comparison shows that the simulations capture the hydrodynamic behaviour of the experiment accurately.

What causes vapour layer collapse?

There are more questions here than answers. A BYO stipend PhD topic is suggested to study this problem - see Positions.

As subcooled droplets come closer to the solid during an impact than saturated droplets, they are more likely to touch the solid during the impact, resulting in destabilisation of the vapour layer and subsequent nucleate or pool boiling (with substantially higher heat transfer rates). As an illustration, a water droplet initially at 100°C will film boil impact at around 240°C solid temperature, however a water droplet initially at 25°C will not film boil impact even at much higher solid temperatures.

What is particularly interesting is what is happening within the vapour layer as the layer begins to collapse. Using the numerical model these conditions can be examined.

Knudsen number
Minimum vapour layer heights and maximum Knudsen numbers.
Above: Minimum vapour layer heights and maximum Knudsen numbers as a function of droplet temperature (droplet subcooling) and solid temperature for similar n-Heptane and water droplet impacts. In these simulations radiant heat transfer between the solid and lower liquid surface was included.

Publications

8 results
2014
[8] Subgrid CFD film-drainage modelling: Application to buoyancy-driven droplet-wall collisions in emulsions (; and ), In 19th Australasian Fluid Mechanics Conference, . [bibtex] [pdf]
2012
[7] Multi-scale volume of fluid modelling of droplet coalescence (; and ), In Ninth International Conference on CFD in the Minerals and Process Industries, . [bibtex] [pdf]
2001
[6]A simple kinetic theory treatment of volatile liquid-gas interfaces ( and ), In ASME Journal of Heat Transfer, volume 123, . [bibtex] [doi]
[5]A hydrodynamic and thermodynamic simulation of droplet impacts on hot surfaces, Part II: Validation and applications ( and ), In j-int-heat-mass, volume 44, . [bibtex] [doi]
[4]A hydrodynamic and thermodynamic simulation of droplet impacts on hot surfaces, Part I: Theoretical model ( and ), In j-int-heat-mass, volume 44, . [bibtex] [doi]
2000
[3]A numerical study of vapour layer heights during droplet impacts on hot surfaces ( and ), In 7th Heat and Mass Transfer Australasia (Brassington, Gary B.; Patterson, John C., eds.), . [bibtex] [pdf]
[2]A hydrodynamic and thermodynamic simulation of droplet impacts on hot surfaces (), PhD thesis, Department of Mechanical and Mechatronic Engineering, University of Sydney, . [bibtex] [pdf]
1998
[1]Numerical simulation of droplet impact on a high temperature solid surface ( and ), In 13th Australasian Fluid Mechanics Conference, volume 2, . [bibtex]