Transport of Mass at the Nanoscale during Evaporation of Droplets:
the Hertz−Knudsen Equation at the Nanoscale
Marcin Zientara,*
,†
Daniel Jakubczyk,
†
Marek Litniewski,
‡
and Robert Holyst
‡
†
Institute of Physics of the Polish Academy of Sciences, al. Lotnikó w 32/46, 02-668 Warsaw, Poland
‡
Institute of Physical Chemistry of the Polish Academy of Sciences, Kasprzaka 44/52, 01-224 Warsaw, Poland
ABSTRACT: The applicability of the Hertz−Knudsen equation to the
evolution of droplets at the nanoscale was investigated upon analysis of
existing molecular dynamics (MD) simulations ( Holyst; et al. Phys. Rev.
Lett. 2008, 100, 055701; Yaguchi; et al. J. Fluid Sci. Technol. 2010, 5,
180−191; Ishiyama; et al. Phys. Fluids 2004, 16, 2899−2906). The
equation was found satisfactory for radii larger than ∼4 nm. Concepts of
the Gibbs equimolecular dividing surface and the surface of tension
were utilized in order to accommodate the surface phase density and
temperature profiles, clearly manifesting at the nanoscale. The
equimolecular dividing surface was identified as the surface of the
droplet. A modification to the Tolman formula was proposed in order
to describe surface tension for droplet radii smaller than ∼50 nm. We
assumed that the evaporation coefficient for a system in and out of
equilibrium may differ. We verified that this difference might be
attributed to surface temperature change only. The empirical dependencies of the evaporation coefficient and the surface tension
for a flat interface, of liquid Ar in Ar gas at equilibrium, at the nanoscale, upon temperature was taken from existing MD data.
Two parametrizations of the Hertz−Knudsen equation were proposed: (i) one using the off-equilibrium condensation coefficient
and the effective density and (ii) another one using the effective density and the temperature at the interface. The second
parametrization leads to an approximate solution of the Hertz−Knudsen equation requiring no free parameters. Such a solution
is suitable for experimental use at the nanoscale if only the temperature of the droplet (core) can be measured.
■
INTRODUCTION
The ubiquitous processes of evaporation and condensation
arouse continued interest. A detailed modeling of these
processes, especially concerning the evaporation of droplets, is
of interest, because of their role in the Earth’s ecosystem and in
technology. Molecular dynamics (MD) simulations
1
provide
valuable data on these processes. However, the large scale,
engineering applications of MD are still far from being feasible,
while it seems that the continuous-medium descriptions of
evaporation/condensation can provide much valuable informa-
tion even at the submicroscale (see e.g.; refs 2 and 3).
In this work, we examine the extent of applicability of the
(kinetic theory of gases) Hertz−Knudsen (HK) model
4,5
to
nanoscale evaporation. We used available in literature MD
data
6,8,9
to test our hypotheses.
The HK model considers free, ballistic motion of vapor
particles near the droplet surface and introduces the permeability
of the gas−liquid interface to these particles in a form of the
accommodation (evaporation, condensation) coefficient as an
empirical parameter. The HK model utilizes the concept of
geometrical droplet radius and well-localized (bulk) physical
properties such as surface tension or density. It works well
enough at the microscale though it may not be sufficient to
describe droplet evaporation/condensation at the nanoscale
where sharp boundaries are lost. The surface region is discernible
at the nanoscale (see Figure 1) while it would be invisible at the
microscale. If the HK model is to be adapted to the nanoscale, it
is necessary to (re)define a few fundamental concepts: where the
surface of the droplet is located, where the surface tension is
exerted, which values from the density and temperature profiles
should be used in transport equations, and so forth. Similarly, the
applicability of the Antoine, Kelvin, and Tolman equations at the
nanoscale must be verified.
We used concepts of the Gibbs equimolecular dividing surface
and the surface of tension (see e.g., ref 10). They were introduced
by Gibbs and developed independently by Tolman and Koenig,
who derived approximate formulas linking the positions of these
surfaces.
11,12
The equimolecular (equimolar) dividing surface is a
boundary in a hypothetical system of equal total number of
molecules, at which the density changes discontinuously from
liquid to vapor.
10
The surface of tension is defined as the surface
for which the Laplace equation holds exactly for all droplet radii.
The equimolecular dividing surface was identified as the surface
of the droplet and was used as a reference surface in model
investigations. It is worth noticing (see Figure 1) that the droplet
temperature is practically constant below the Gibbs surface.
Received: September 14, 2012
Revised: November 19, 2012
Published: December 12, 2012
Article
pubs.acs.org/JPCC
© 2012 American Chemical Society 1146 dx.doi.org/10.1021/jp3091478 | J. Phys. Chem. C 2013, 117, 1146−1150