Menglong Mi1, Jian Jiang1, Shulei Zhang1, Xinyu Dong1,2, Lu Liu1,2. 1. Department of Power Engineering, North China Electric Power University, Baoding 071003, China. 2. Hebei Key Laboratory of Low Carbon and High Efficiency Power Generation Technology, North China Electric Power University, Baoding 071003, China.
Abstract
A theoretical heat and mass transfer model of volatile liquid lens evaporation on the surface of an immiscible liquid substrate is established in toroidal coordinates. According to the coupled boundary conditions of heat and mass transfer at the lens surface as well as the interfacial cooling effect, the analytical solutions of the temperature field inside the lens and the vapor concentration field around the lens are derived for the first time. Compared with the isothermal model, the change of contact radius calculated by the present model agrees well with the experimental data, especially when the liquid substrate reaches a relatively high temperature. It also reveals that the temperature distribution inside the lens is not uniform, which is similar to the sessile droplet evaporation on a solid substrate surface. In addition, the excess temperature, heat flux, and evaporation flux of the lens-air interface increase monotonically from the lens center to the contact line. Finally, the influences of density ratio and evaporative cooling number E 0 on lens mass evaporation rate are analyzed, which shows that the lens mass evaporation rate decreases with increasing density ratio and evaporative cooling number.
A theoretical heat and mass transfer model of volatile liquid lens evaporation on the surface of an immiscible liquid substrate is established in toroidal coordinates. According to the coupled boundary conditions of heat and mass transfer at the lens surface as well as the interfacial cooling effect, the analytical solutions of the temperature field inside the lens and the vapor concentration field around the lens are derived for the first time. Compared with the isothermal model, the change of contact radius calculated by the present model agrees well with the experimental data, especially when the liquid substrate reaches a relatively high temperature. It also reveals that the temperature distribution inside the lens is not uniform, which is similar to the sessile droplet evaporation on a solid substrate surface. In addition, the excess temperature, heat flux, and evaporation flux of the lens-air interface increase monotonically from the lens center to the contact line. Finally, the influences of density ratio and evaporative cooling number E 0 on lens mass evaporation rate are analyzed, which shows that the lens mass evaporation rate decreases with increasing density ratio and evaporative cooling number.
Droplet evaporation
is a common phenomenon in everyday life, which
is used in many scientific and industrial applications,[1,2] including particle deposition applications,[3] spray cooling,[4] inkjet printing,[5] and DNA-chip manufacturing.[6] In 1977, Picknett and Bexon[7] proposed a polynomial approximation formula for a diffusion-controlled
evaporation model on the basis of the isothermal quasi-steady assumption
that the evaporative flux along the droplet surface is equal. In 2000,
Deegan et al.[8,9] found that the formation of a
coffee ring requires two conditions: the pinning of the contact line
and the outward capillary flow caused by the nonuniform evaporative
flux on the droplet surface. Therefore, in addition to studying the
contact line dynamics of droplet evaporation, it is also important
to study the microfluidic flow inside droplets to regulate the particle
deposition mode. In 2005, Hu and Larson[10,11] developed
an axisymmetric analytical solution to describe the velocity field
inside the droplet in the evaporation mode with constant contact diameter
and explained the phenomenon of the coffee ring from the perspective
of microfluidic flow. In their study, the evaporation flux along the
droplet surface was one of the most important boundary conditions.
In recent years, due to its simplicity, the formula proposed by Picknett
and Bexon[7] has also been widely applied
in the theoretical analysis of the droplet evaporation process on
solid surfaces,[12] slippery liquid-infused
porous surfaces,[13,14] and other immiscible liquid surfaces.[15−17] However, this formula ignores the interfacial cooling effect caused
by droplet evaporation and the uneven distribution of evaporation
flux, so the theoretically calculated value of the droplet mass evaporation
rate is greater than the experimental data. Therefore, an increasing
number of studies have investigated the temperature field inside the
droplet and the evaporative flux distribution on its surface. Dash
and Garimella[18] experimentally studied
deionized water droplet evaporation on the structured superhydrophobic
surface. They found that the droplet lifetime is longer than the theoretical
value calculated by the isothermal quasi-steady model due to the influence
of evaporative cooling. Xu and Ma[19] described
the effect of evaporative cooling on the droplet evaporation process
on the surface of the solid substrate. Chandramohan et al.[20] experimentally studied the spatiotemporal interface
temperature distribution for water droplet evaporation on a nonwetting
copper substrate by using an infrared thermal imager. They found that
the temperature distribution along the droplet surface is uneven due
to the influence of evaporative cooling, and the temperature drop
at the symmetry axis of the droplet was the largest and related to
the droplet height. Nguyen et al.[21] and
Shen et al.[22] deduced the analytical solutions
of the temperature distribution inside the droplet and the vapor concentration
distribution around the droplet with coupled boundary conditions at
the gas–liquid interface established by the heat and mass transfer
relationship and analyzed the influence of evaporative cooling on
the droplet evaporation process on a flat solid surface[21] and a curved solid surface.[22]Although many studies have tried to eliminate the
coffee ring phenomenon
and obtain a uniform pattern,[23] they can
only obtain a relatively uniform macroscopic and highly disordered
microscopic structure because of the inevitable roughness and heterogeneity
of traditional rigid surfaces. Nowadays, more and more studies have
focused on the phase transition process of droplets on immiscible
liquid surfaces because they provide soft, smooth, and homogeneous
surfaces. The related research is mainly experimental. Li et al.[24] obtained a macroscopically uniform and ordered
structure on phenyl methyl silicone oil substrate. In their studies,
the final deposit pattern formed due to the bending deformation of
the liquid substrate and the movement of the contact line. There was
no in-depth analysis from the perspective of the microfluid flow caused
by droplet evaporation and contact line movement. Recently, Hakimian
et al.[25] experimentally investigated the
freezing of a few nanometer water droplets on soft interfaces. The
results showed that ice formation on soft interfaces could cause interface
deformation, which led to the suppression of ice nucleation as well
as the freezing temperature falling below the homogenous bulk nucleation
limit. Some experimental studies examined the evaporation process
of a volatile droplet on another immiscible liquid substrate surface.
Nosoko et al.[26] studied the n-pentane lens evaporation on a water surface using laser shadowgraphy.
Sun and Yang[27] investigated the evaporation
process of toluene and hexane lenses on a deionized water surface.
Wang and Shi[28] used an infrared camera
to study the Marangoni convection pattern of methanol lens evaporation
on the immiscible liquid surface. They found that the temperature
distribution on the methanol lens surface was also uneven, and the
lowest temperature was near the symmetry axis of the lens for most
of the lens life.In our previous studies,[15−17] the evaporation
processes of
hexane lenses on the ionic liquid ([BMIm]PF6) and distilled
water surfaces were experimentally studied, and a theoretical model
for predicting the morphology evolution of a volatile liquid lens
evaporation on another immiscible liquid substrate surface was established.
Considering the dynamic process of contact line motion, the diffusion-controlled
evaporation model was used to calculate the mass evaporation rate.
The results indicated that the calculated values of the hexane lens
radius by the isothermal model are smaller than the experimental data,
and the deviation increases as ionic liquid temperature rises. Based
on our previous model, an improved theoretical model of the volatile
liquid lenses’ evaporation on another immiscible liquid substrate
surface is established in the toroidal coordinate system. Using coupled
boundary conditions based on the heat and mass transfer relationship
at the gas–liquid interface, especially considering the evaporative
cooling effect, analytical solutions of the temperature field inside
the lens and the vapor concentration field around the lens are derived
for the first time. This study will help to deeply understand the
droplet evaporation behavior on flexible curved surfaces and provide
a theoretical basis for this behavior.
Theoretical Analysis
Theoretical
Model
The evaporation of a volatile lens
on the immiscible liquid surface in a toroidal coordinate system is
schematically shown in Figure . Since the lens can be considered a combination of upper
and lower spherical caps, its axisymmetric profile is described by
(0 ≤ η < ∞, π – α) and (0
≤ η < ∞, π + β) in the toroidal
coordinates (η, φ). α and β are the angles
between the upper spherical crown, the lower crown, and the horizontal
plane at the contact line, respectively. rc is the contact radius. T∞ and C∞ represent the temperature and vapor
concentration of the ambient air at infinity, respectively. Tsub is the temperature of the liquid substrate. r and z refer to the radial position and
axial position, respectively. i⃗φ and i⃗η are the unit vectors
along the φ-axis and η-axis, respectively.
Figure 1
Schematic diagram of
volatile lens evaporating on the immiscible
liquid surface in toroidal coordinates.
Schematic diagram of
volatile lens evaporating on the immiscible
liquid surface in toroidal coordinates.The theoretical model is assumed as follows: (1) since the angle
between the liquid substrate and the horizontal plane at the contact
line is usually small,[15,17,29] it can be considered that the liquid substrate–air interface
remains horizontal [as described in (0 ≤ η < ∞,
0) or (0 ≤ η < ∞, 2π)]; (2) the lens–liquid
substrate interface and the liquid substrate–air interface
maintain a constant temperature Tsub;
(3) the convection heat transfer inside the lens is negligible; and
(4) since our experiment was carried out in an open environment, the
lens evaporation can be simplified as a quasi-steady diffusive evaporation
process,[21,22] and thus the vapor concentration on the
lens surface can be considered as the saturation concentration corresponding
to the surface temperature.Moreover, the derivations in detail
can be found in the Supporting Information, and a brief introduction
is given below.The governing equations of the temperature field
inside the lens
and the vapor concentration field around the lens in the evaporation
process can be described by ∇2T = 0 and ∇2C = 0, which can be
transformed into the following form in the toroidal coordinate system:[22]where U(η,φ)
= T(η,φ) – Tsub or U(η,φ) = C(η,φ) – C∞ can
be described as excess temperature or excess vapor concentration.The boundary conditions of the temperature field and vapor concentration
field in toroidal coordinates are as below:For the region inside
the lens (0 ≤ η < ∞,
π – α ≤ φ ≤ π + β),
the following conditions apply:The lens is axially symmetric on the
axis of symmetry:At the lens–liquid substrate
interface, the temperature remains constant:At
the lens–air interface,
the evaporative cooling effect is considered.where q, L, and J are the heat flux, the
latent
heat of lens vaporization, and the evaporation flux at the lens–air
interface, respectively.For the vapor
region around the lens (0 ≤ η < ∞,
2π ≤ φ ≤ 3π – α), the
following conditions apply:The vapor region around the lens is
also axially symmetric and on the axis of symmetry:At the liquid substrate–air
interface, vapor does not penetrate into the liquid substrate:According to Nguyen et al.[21] and Shen
et al.,[22] the variable separation method
is used to solve eq with coupled boundary conditions (eqs –6). The normalized temperature
distribution inside the lens and the normalized vapor concentration
distribution around the lens can be obtained as follows:where is the Legendre function of the
first kind,[30] τ refers to the integration
dummy, and Ce is the saturated vapor concentration
of the
lens at Tsub. ET(τ) and EC(τ) are functions
of the integration dummy that are independent of η and φ:where the evaporative cooling
number E0 and the thermal gradient of
vapor saturation concentration with temperature b are defined as E0 = bLD/k and b = dCsat/dT, respectively.[21,22] And D is the diffusion coefficient, k is the thermal conductivity of the lens, and F(α,τ)
can be calculated as follows:The heat flux q at
the lens–air interface
can be calculated by the following formula:The evaporation flux at the lens–air
interface can be calculated
as follows:The lens mass evaporation rate can
be obtained by integrating eq over the lens surface.Note that in our previous research,[17] a theoretical model of the morphological evolution
of volatile liquid
lenses on the immiscible liquid surface was introduced, so this explanation
will not be repeated in this paper. Based on the previous model, the
coupled heat and mass transfer process is highlighted in this paper.
Results and Discussion
Validation of the Theoretical Model
A recent experimental
study showed that the temperature distribution on the lens surface
is not uniform.[28] This is similar to the
sessile droplet evaporation on the surface of solid substrates. Our
previous research also showed that the change in calculated lens radius
under the constant temperature assumption was smaller than the experimental
data, and the deviation increases as the liquid substrate temperature
rises (as shown by the dotted line in Figures and 3).[17] Consequently, it is significant to consider
the interfacial evaporative cooling effect in the theoretical study
of lens evaporation on the liquid substrate surface, especially on
a heated liquid substrate surface. To demonstrate the reliability
of the analytical model established based on the interfacial cooling
effect, the experimental data for hexane lens evaporation on an ionic
liquid ([BMIm]PF6) substrate with a depth of 4 mm was used
as a comparison. The ambient temperature during the experiment was
15 °C, and the spreading stage was ignored in the model calculation
because the ratio of the spreading stage to the lens lifetime was
small. Figures and 3 compare the lens contact radius calculated by the
present model and the isothermal model with the experimental data.
The evaporative cooling number E0 represents
the influence of evaporative cooling on the lens mass evaporation
rate. When E0 = 0, the theoretical model
in this study is transformed into an isothermal model. The lens mass
evaporation rate calculated by eq is roughly equal to that calculated by Picknett and
Bexon.[7] With increasing liquid substrate
temperature, the evaporative cooling number E0 increases, which means the evaporative cooling effect has
a greater impact on lens evaporation. As can be seen from Figures and 3, compared with the isothermal model, the change in lens contact
radius calculated by the present model, which considers the influence
of evaporative cooling over time, is more consistent with the experimental
data, especially when the liquid substrate temperature is higher (as
shown in Figure ,
when the substrate temperature is 26 °C).
Figure 2
Comparison of change
in contact radius for different initial hexane
lens volumes between calculated results and experimental data when
the ionic liquid temperature is 16 °C.
Figure 3
Comparison
of change in contact radius for different ionic liquid
temperatures between calculated results and experimental data when
initial hexane lens volume is 10 μL.
Comparison of change
in contact radius for different initial hexane
lens volumes between calculated results and experimental data when
the ionic liquid temperature is 16 °C.Comparison
of change in contact radius for different ionic liquid
temperatures between calculated results and experimental data when
initial hexane lens volume is 10 μL.Figure shows the
excess temperature field (i.e., the real temperature minus the liquid
substrate temperature) inside the hexane lens when the ionic liquid
temperatures are 16, 21, and 26 °C, respectively. The time shown
in the figure is when the lens is spread to the maximum contact diameter.
When the temperature of ionic liquid is 16, 21, and 26 °C, the
initial values of contact angles α and β are 3.47°
and 3.24°, 3.66° and 3.32°, 3.84° and 3.56°,
respectively. The excess temperature distribution inside the lens
is also uneven, and the lowest temperature appears on the symmetry
axis of the lens surface. This is similar to the infrared image obtained
by Wang and Shi,[28] which recorded the surface
temperature distribution of methanol lens evaporation on the liquid
substrate surface. The reason for the calculation results shown in Figure is that the heat
conduction distance between the lens–liquid interface and the
lens–air interface decreases monotonously in the radial direction.
In other words, the higher the lens, the lower the minimum temperature
of the lens surface.
Figure 4
The temperature field inside a hexane lens when the ionic
liquid
temperature is (a) 16 °C, (b) 21 °C, and (c) 26 °C
(initial hexane lens volume of 10 μL).
The temperature field inside a hexane lens when the ionic
liquid
temperature is (a) 16 °C, (b) 21 °C, and (c) 26 °C
(initial hexane lens volume of 10 μL).Figure shows the
radial variation of the interface excess temperature and heat flux
along the lens–air interface at different ionic liquid temperatures
when the initial hexane lens volume is 10 μL. The excess temperature
and heat flux at the lens–air interface increase monotonically
from the lens center to the contact line. With the increase of ionic
liquid temperature, the excess temperature decreases and the heat
flux increases at the lens–air interfacial center. According
to Fourier’s law, the thermal resistance between the lens–liquid
interface and the lens–air interface also decreases monotonically
in the radial direction.
Figure 5
Radial variation of (a) interface excess temperature
and (b) heat
flux along lens surface for different ionic liquid temperatures when
initial hexane lens volume is 10 μL.
Radial variation of (a) interface excess temperature
and (b) heat
flux along lens surface for different ionic liquid temperatures when
initial hexane lens volume is 10 μL.When a sessile droplet evaporates on a solid substrate, the evaporation
flux distribution along the droplet surface can be well approximated
by the following formula given by Deegan et al.[9]where represents the evaporation
uniformity and J0 is the evaporation flux
at the symmetry axis
of the lens surface. Figure compares the evaporation flux distribution along the lens–air
interface calculated by eq and that calculated by eq at different ionic liquid temperatures when the initial
hexane lens volume is 10 μL. Equation roughly describes the evaporation flux distribution
along the lens surface. The deviation increases as the liquid temperature
rises along the radial direction. At r̃ = 0.8,
the deviations are 5.57, 6.24, and 8.34% when the ionic liquid temperature
is 16, 21, and 26 °C, respectively. The main reason for the deviation
is that compared with the sessile droplet evaporation on a solid substrate
surface, the heat conduction distance between the lens–liquid
interface and the lens–air interface decreases faster near
the contact line (as shown in Figure ). Note that the evaporation flux along the lens surface
also increases monotonically from the lens center to the contact line,
especially near the contact line.
Figure 6
Comparison of lens surface evaporation
flux distribution at different
ionic liquid temperatures calculated according to eq and 15 when
initial hexane lens volume is 10 μL.
Comparison of lens surface evaporation
flux distribution at different
ionic liquid temperatures calculated according to eq and 15 when
initial hexane lens volume is 10 μL.
Effect of the Density Ratio
According to our previous
study,[17] the density ratio of the lens
to the substrate (ρlens/ρsubstrate) has an influence on the lens shape and then on its evaporation
rate. Figure a shows
the variation of excess temperature at the lens surface center and
mass evaporation rate with density ratio when the ionic liquid temperature
is 21 °C. To avoid other effects on the lens evaporation process,
the density ratio is adjusted only by changing the substrate liquid
density to transform the morphology of lens evaporation on another
immiscible liquid substrate surface. When the density ratio changes
from 0.1 to 1.1, the lens is heavier relative to the substrate liquid,
the lens shape changes from A to B gradually (as shown in Figure b), that is, α
decreases and β increases monotonically with increasing density
ratio. The influence of density ratio on mass evaporation rate and
interface excess temperature is shown in Figure a.
Figure 7
(a) Variation of excess temperature at lens
surface center and
mass evaporation rate with density ratio when the ionic liquid temperature
is 21 °C and (b) schematic diagram for shapes of volatile lens
evaporation on the immiscible liquid substrate.
(a) Variation of excess temperature at lens
surface center and
mass evaporation rate with density ratio when the ionic liquid temperature
is 21 °C and (b) schematic diagram for shapes of volatile lens
evaporation on the immiscible liquid substrate.The mass evaporation rate is mainly related to the value of α.
As the density ratio increases, α decreases, resulting in the
decrease of the area of the upper interface of the lens, that is,
the effective evaporation area decreases, so the mass evaporation
rate decreases. This is consistent with our previous experimental
observation[16] that the lens evaporation
time was significantly prolonged when the lens created a “pit”
in the liquid substrate.The interface excess temperature is
related to the heat conduction
distance between the lens–liquid substrate interface and the
lens–air interface at the symmetry axis, that is the angle
of α + β is the main reason affecting the interface excess
temperature. With the increase of density ratio, the angle of α
+ β first decreases and then increases, resulting in the temperature
difference between the lens top and the substrate decreases first
and then increases.
Effect of Evaporative Cooling
Figure shows the variation
of excess temperature
at the lens surface center and mass evaporation rate with evaporative
cooling number E0 when the ionic liquid
temperature is 21 °C. Both the excess temperature at the lens
surface center and the mass evaporation rate decrease with increasing
evaporative cooling number E0; that is,
the evaporation process of the lens is inhibited.
Figure 8
Changes in excess temperature
at lens surface center and mass evaporation
rate with evaporative cooling number E0 when the ionic liquid temperature is 21 °C.
Changes in excess temperature
at lens surface center and mass evaporation
rate with evaporative cooling number E0 when the ionic liquid temperature is 21 °C.
Conclusions
In this study, a theoretical heat and mass
transfer model of volatile
liquid lenses evaporation on the immiscible liquid substrate surface
is established in a toroidal coordinate system. According to the coupled
boundary conditions based on the heat and mass transfer relationship
at the gas–liquid interface as well as the evaporative cooling
effect, the analytical solutions of the temperature field inside the
lens and the vapor concentration field around the lens are derived.
The reliability of the theoretical model is verified by an experimental
measurement of hexane lens evaporation on the ionic liquid surface.
Compared with the isothermal model, the contact radius calculated
by the present model agrees well with the experimental data, especially
when the liquid substrate temperature is relatively high.According
to the analytical solution, the temperature distribution
inside the lens is not uniform, which is similar to the temperature
distribution when sessile droplet evaporation on the surface of the
solid substrate. The lowest temperature appears at the symmetry axis
of the lens surface. Additionally, the excess temperature, heat flux,
and evaporation flux at the lens–air interface increase monotonically
from the lens center to the contact line. As liquid substrate temperature
increases, the heat flux and evaporation flux increase accordingly,
while the excess temperature decreases at the center of the lens surface.
Finally, the effects of the density ratio (ρlens/ρsubstrate) and evaporative cooling number (E0) on the lens mass evaporation rate are analyzed. The
results show that the lens mass evaporation rate decreases with increasing
density ratio and evaporative cooling number.