1. Introduction
Wet removal of atmospheric polluted gases by cloud droplets is involved in many atmospheric processes such as polluted gases scavenging, cloud microphysics, etc. Heat and mass transfer during gas absorption by liquid droplets and during droplets evaporation and vapor condensation on the surface of liquid droplets is important in various fields of modern environmental engineering and atmospheric science. Clouds represent an important element in self-cleansing process of the atmosphere (Flossmann 1998). The consequence for the aerosol climate forcing is that the cooling can be intensified with increasing atmospheric amount of water-soluble trace gases such as NH3 and SO2, counteracting the warming effect of the greenhouse gases (Krämer et al. 2000). All these phenomena involve evaporation of droplets suspended in a multicomponent gaseous mixture. Scavenging of atmospheric polluted gases by cloud droplets is a result of gas absorption mechanism (Pruppacher and Klett 1997; Flossmann 1998). Sources of soluble gases presented in the atmosphere are briefly reviewed by Macdonald et al. (2004), Sutton et al. (1995), Fraser and Cass (1998), Van der Hoek (1998), and Elperin and Fominykh (2005).
Gas scavenging by atmospheric water droplets includes absorption of SO2, CO2, and NH3, and some other gases. Presence of soluble gas in the atmosphere can affect the dynamics of evaporation and condensation of water droplets in an atmospheric cloud. Average concentrations of CO2, NH3, and SO2 in the atmosphere can be found, for example, in Seinfeld (1986) and Liu and Lipták (1999). Comprehensive study of coupled heat and mass transfer during gas absorption by liquid droplets and droplets evaporation and growth is a necessary step in an adequate predicting of atmospheric changes under the influence of hazardous gases.
Different facets of the problem of evaporation of droplets in the flowing or stagnant gases were discussed in numerous theoretical and experimental studies, and several comprehensive reviews are available (see Sirignano 1993; Chiu 2000).
Soluble gas absorption by noncirculating droplets was investigated experimentally by Hixson and Scott (1935), Bosworth (1946), and Taniguchi and Asano (1992). Conditions of noncirculation for falling liquid droplets were achieved by using high-viscosity liquids in experiments of Hixson and Scott (1935) and Bosworth (1946) or by using small water droplets in the experiments of Taniguchi and Asano (1992). In these experimental studies droplet diameter was larger than 1 mm. Taniguchi and Asano (1992) used water droplets with Sauter mean diameter equal to 0.185, 0.148, and 0.137 mm in experiments with CO2 absorption. Bosworth (1946) compared experimental results with error function solution of nonstationary equation of diffusion written in spherical coordinates for a liquid droplet. Taniguchi and Asano (1992) correlated experimental results with Newman’s solution (see Newman 1931).
Dispersed-phase controlled isothermal absorption of a pure gas by stagnant nonevaporating liquid droplet was investigated analytically by Newman (1931), and gas absorption in the presence of inert admixtures when both phases affect mass transfer was analyzed by Plocker and Schmidt-Traub (1972). Liquid and gaseous phase controlled mass transfer during soluble gas absorption in the presence of inert admixtures by a stagnant nonevaporating liquid droplet was studied also by Chen (2002) by solving the coupled time-dependent diffusion equations for gas and liquid phases. Vesala et al. (2001) solved the problem of trace gas uptake by droplets under nonequilibrium conditions numerically and analytically and derived simple formulas for the gas uptake coefficient. State of the art in gas absorption by spheroidal water droplets is presented by Amokrane and Caussade (1999).
Effect of vapor condensation at the surface of stagnant droplets on the rate of mass transfer during gas absorption by growing droplets was investigated theoretically by Karamchandani et al. (1984), Ray et al. (1987), and Huckaby and Ray (1989). In particular the effect of vapor saturation ratio on sulfur S(IV) accumulation during sulfur dioxide absorption by evaporating (growing) droplets was specified by Huckaby and Ray (1989). Liquid-phase controlled mass transfer during absorption was investigated by Karamchandani et al. (1984) and Ray et al. (1987) in the case when the system consists of liquid droplet, its vapor, and soluble gas. Droplet growth was assumed to be solely controlled by vapor condensation, and influence of gas absorption on the rate of vapor condensation was neglected. The assumption of uniform temperature distribution in both phases was used by Karamchandani et al. (1984). The results of Karamchandani et al. (1984) indicate that for fast droplet growth rates, induced by relatively high degrees of supersaturation, the absorption rate is significantly enhanced, leading to higher solute concentration near the surface than that observed for nongrowing droplets. Ray et al. (1987) analyzed gas absorption by a stationary growing droplet in a stagnant supersaturated medium by solving the coupled nonstationary mass and energy balance equations for the gaseous and liquid phases. The obtained results showed that in the case when heats of condensation are low, the droplet growth can increase significantly the rate of absorption. For high heats of condensation, the rapid increase of surface temperature induced by high growth rates can significantly reduce absorption rates for those gases whose solubility decreases with temperature increase. Huckaby and Ray (1989) employed the approach suggested by Ray et al. (1987) to investigate a system consisting of a liquid droplet, its vapor, soluble and inert gases. Diffusion resistances in both phases during gas absorption were taken into account. Numerical calculations were performed for water droplet evaporating (growing) in gaseous mixture containing sulfur dioxide (SO2). It should be emphasized that in the above mentioned studies (see Karamchandani et al. 1984; Ray et al. 1987; Huckaby and Ray 1989), only the influence of condensation on the rate of gas absorption by stagnant liquid droplets was investigated.
In the present study we investigate the interrelated effects of gas absorption and evaporation (condensation) at the surface of a droplet on transient heat and mass transfer in the presence of inert gases. We also took into account the following effects that were neglected in all previous studies: (i) effect of gas absorption on Stefan velocity, and (ii) thermal effect of absorption on droplet evaporation or condensation. In contrast to previous studies (see, e.g., Karamchandani et al. 1984; Ray et al. 1987; Huckaby and Ray 1989) in our calculations we considered the molecular transport coefficients of the gaseous phase as functions of temperature and concentrations of gaseous species. Consequently the suggested model can be used over a wide range of parameters such as temperature, relative humidity, etc.
2. Mathematical model
a. Governing equations
b. Stefan velocity and droplet vaporization rate
c. Initial and boundary conditions
3. Method of numerical solution
During numerical solution of the system of Eqs. (9)–(10) the properties ρ, cp, Dj, and ke were evaluated simultaneously at each grid point at each time step. The compilation of the formulas for calculating these properties is presented by Reid et al. (1987), Ben-Dor et al. (2003a, b). Properties of the liquid and the gaseous phases were adopted from Reid et al. (1987). Calculations were terminated when the condition R/R0 ≤ 0.1 was fulfilled.
4. Results and discussion
The above model of droplet evaporation in the presence of inert admixtures containing noncondensable soluble gas was applied to study evaporation of water droplet immersed in a stagnant gaseous mixture composed of the ternary combinations of nitrogen (N2), soluble ammonia (NH3), soluble carbon dioxide (CO2), sulfur dioxide (SO2), and vapor of the water droplet.
For the purpose of validation of a computer code the present theoretical model was compared with the experimental results obtained by Ranz and Marshall (1952), and with our previous model developed for moderately large droplets which assumed uniform temperature distribution inside the droplet (Ben-Dor et al. 2003a). The dependence of droplet-squared diameter versus time for stagnant water droplet evaporating in a still dry air is shown in Fig. 2a. In these calculations the effect of gas absorption was excluded. In this plot the solid line indicates theoretical results obtained using the present model, the dots indicate experimental results and the dashed line present the results obtained in Ben-Dor et al. (2003a). The model suggested by Ben-Dor et al. (2003a) was developed for the case of small droplet Biot number when the temperature distribution inside the liquid droplet can be assumed to be uniform. As can be seen from this plot the present model demonstrates better agreement with experimental results of Ranz and Marshall (1952).
Using the present model and taking into account gas absorption we calculated the dependence of dimensionless droplet radius R/R0 versus time for evaporating as well as growing water droplets with the initial radii 25 μm immersed into a gaseous mixture containing soluble gas (sulfur dioxide; see Fig. 2b) and different concentrations of water vapor. The curves were plotted for water droplet with the initial temperature 278 K suspended in N2/SO2/H2O gaseous mixture with ambient temperature equal to 298 K and concentration of sulfur dioxide of 0.1 ppm. The value of relative humidity varied in the range from 50% to 115%. The concentration of sulfur dioxide equal to 0.1 ppm is pertinent to highly polluted atmosphere.
The typical concentration of carbon dioxide in atmosphere varies in the range from 300 to 360 ppm (Liu and Lipták 1997) while concentration of sulfur dioxide varies from 0.01 ppb at the ground level in clean air to 0.2 ppm and higher in a polluted air (Liu and Lipták 1997; Seinfeld 1986). The dependence of average aqueous SO2 and CO2 molar concentration versus time is shown in Figs. 4a,b and 5. The curves were plotted for different values of the relative humidity (RH). The calculations presented in Fig. 4a were conducted for a large droplet immersed into a highly polluted atmosphere with the concentration of SO2 equal to 0.1 ppm (Seinfeld 1986). Numerical results shown in Fig. 4b are typical for cleaner atmosphere (10 ppb of SO2). As can be seen from these plots the average concentration of the dissolved species increases with decrease of RH. Since the solubility and Henry’s constant of the dissolved admixture increase with temperature decrease, the evaporating droplet with lower surface temperature can absorb a higher amount of the dissolved species.
The dependence of the relative concentrations of the dissolved carbon dioxide and sulfur dioxide, ω, in a droplet versus time is shown in Figs. 6 –7. The curves are plotted for droplets with different radii evaporating into the ambient N2/SO2 and N2/CO2 gaseous mixtures with RH = 0. In calculations the concentrations of sulfur dioxide and carbon dioxide were set equal to 0.1 and 300 ppm, respectively (see, e.g., Pruppacher and Klett 1997; Gravenhorst et al. 1978). These values of SO2 and CO2 concentrations are typical for atmospheric conditions. Inspection of these plots shows that for a droplet with the radius 10 μm the saturation is reached after ∼0.01–0.02 s while several seconds are required for the droplet with the radius 100 μm. We performed calculations for evaporating and growing droplets. The dependencies of the normalized concentration of the dissolved CO2 versus time for the case of droplet evaporation into the dry gaseous mixture and for the case of droplet condensation in gaseous mixture with RH = 105% are shown in Fig. 8. The calculations were performed for a water droplet with the radius of 25 μm evaporating in N2/CO2 gaseous mixture with a given carbon dioxide concentration (300 ppm) at infinity. The obtained results show that saturation is reached more rapidly in the case of droplet condensation. The latter phenomenon is associated with the magnitude of droplet surface temperature. During condensation droplet temperature increases while during evaporation droplet surface temperature decreases. Since Henry’s law constant depends exponentially on temperature, the increase of the surface temperature strongly affects equilibrium aqueous phase concentration. Therefore in the case of droplet condensation the aqueous phase saturation is reached faster although the droplet volume increases.
It was emphasized above that Henry’s law constant and, consequently, concentration of the dissolved species at the droplet surface strongly depend on temperature. Therefore droplet surface temperature is an important parameter for investigating gas absorption by evaporating (growing) droplets. Figure 9 shows the droplet surface temperature as a function of time. The calculations were performed for water droplet with the initial radius 100 μm evaporating in N2/CO2 gaseous mixture with the different initial values of carbon dioxide mass fraction (from 0.1 to 1.0) far from the droplet. Water vapor appears in the gaseous phase due to droplet evaporation, and it constitutes the third species of the ambient gaseous mixture. It is assumed that initially the mass fraction of water vapor outside the droplet is equal to zero. Inspection of Fig. 9 shows that in the case of large concentrations of carbon dioxide during the transient period of droplet evaporation the droplet surface temperature as a function of time passes through the maximum. This well-pronounced nonlinear behavior of the droplet surface temperature stems from the interaction of several different phenomena. In particular, thermal effect of dissolution and Stefan flow are the cause of the maximum of droplet surface temperature during the transient period of droplet evaporation (see Fig. 10). As can be seen from Fig. 10 neglecting these effects we obtain the result that is typical for droplet evaporation in gaseous mixture containing nonsoluble gaseous species. Calculations were also performed for water droplets evaporating in N2/SO2 and N2/NH3 gaseous mixture (Figs. 11 and 12). As can be seen from Figs. 10 –12 in the case of CO2 dissolution thermal effect of dissolution is essential for large concentrations of carbon dioxide in the ambient gaseous mixture while in the case of SO2 and NH3 dissolution this effect is essential for significantly smaller concentrations of SO2 in the gaseous phase. Inspection of Fig. 11 shows that in the case of NH3 dissolution the thermal effect is detectable when ammonia concentration is of the order of 103 ppm. The essential differences in surface temperature at steady-state stage in the case of water droplet evaporation into N2/CO2 gaseous mixture (see Fig. 9) are associated with large differences between heat and mass transport coefficients for carbon dioxide and nitrogen. Figure 13 shows the droplet surface temperature as a function of time for droplets with the radius 100 μm growing in N2/CO2/H2O gaseous mixture (YH2O,∞ = 0.011). The curves were plotted for water droplets growing in N2/CO2/H2O gaseous mixture with different initial concentrations of CO2 at infinity. As can be seen from Fig. 13 the droplet surface temperature rises above the ambient temperature. Similar to the case of droplet evaporation the essential differences in surface temperature at the steady-state stage during droplet condensation are associated with large differences between heat and mass transport coefficients for carbon dioxide and nitrogen.
Summarizing the above findings it can be concluded that droplet temperature, interfacial absorbate concentration, and the rate of droplet evaporation (condensation) during gas absorption are highly interdependent. Gas absorption by evaporating (growing) droplets is affected by simultaneous heat and mass transfer processes: diffusion of soluble gas into the droplet and heat effect of absorption. A number of physical parameters, such as, Stefan velocity, Henry’s law constant and droplet surface temperature, have a strong effect on increasing (decreasing) evaporation (condensation) rate, interfacial absorbate concentration, etc. The scheme of the interrelation between heat and mass transport during transient period of droplet evaporation with gas absorption is shown in Fig. 14. The weak effects associated with the dependence of heat of absorption and diffusion coefficient of soluble gas in a liquid phase on temperature were neglected in our model. In contrast to droplet evaporation during droplet condensation the vapor flux and the hydrodynamic flow (Stefan flow) are directed toward the droplet surface. Vanishing of the surface temperature maximum during transient period of condensation (see Fig. 13) is a result of these phenomena. Nevertheless the above analysis demonstrates that in the case of absorption by evaporating droplets the heat and mass transfer processes are also highly interdependent.
The results of numerical calculations (see Figs. 9 –13) show that small amounts of soluble gases in a gaseous mixture, corresponding to their typical concentrations in a clean atmosphere, do not have essential influence on evaporation or condensation of liquid droplets. At the same time soluble gases with higher concentrations affect droplet evaporation or condensation. Consequently, in order to analyze this effect we performed numerical calculations of droplets evaporation or condensation for the concentrations of soluble gases, higher than those for typical atmospheric conditions. It should be emphasized that even for small concentrations of soluble species taking into account the mutual influence of absorption and condensation (evaporation) allows us to analyze correctly the influence of condensation (evaporation) on gas absorption. The latter stems from the nonlinear character of heat and mass transfer equations describing gas absorption and droplet evaporation (growth).
5. Conclusions
In this study we developed a model that takes into account the mutual effects of gas absorption and evaporation (condensation) of liquid droplet in the ambient atmosphere composed of liquid droplet vapor and inert noncondensable and nonabsorbable gas or noncondensable and soluble gas. The results obtained in this study can be summarized as follows.
The suggested model of droplet evaporation (condensation) in the presence of soluble trace gases takes into account a number of effects that were neglected in all previous studies, such as effect of gas absorption on Stefan velocity and thermal effect of absorption on droplet evaporation (condensation). It is demonstrated that droplet evaporation or condensation rate, droplet temperature, interfacial absorbate concentration, and the rate of mass transfer during gas absorption are strongly interdependent. We performed the detailed analysis of the interrelation between heat and mass transport during transient period of droplet evaporation (condensation) with gas absorption. The scheme of interrelation between droplet evaporation (condensation) and gas absorption is presented in Fig. 14.
During droplet evaporation the interfacial temperature as a function of time shows a maximum that increases with the increase of the ambient concentration of absorbate. For CO2 dissolution the interfacial temperature as a function of time shows a maximum for large concentration of carbon dioxide in the ambient gaseous mixture while in the case of SO2 and NH3 dissolution the maximum of temperature arises even for small concentration of absorbate in the gaseous phase. In contrast to droplet evaporation during droplet condensation vapor flux and the hydrodynamic flow (Stefan flow) are directed toward the droplet surface. It is shown that vanishing of the surface temperature maximum during the transient period of condensation is a result of these phenomena.
The results obtained using the suggested model for CO2 absorption by water droplets agree with the experimental data by Taniguchi and Asano (1992) for CO2 absorption by falling noncirculating water droplets and with analytical solution obtained for the case of aqueous-phase controlled mass transfer inside a stagnant nonevaporating droplet.
It is demonstrated that the time of saturation during gas absorption by liquid droplets only weakly depends on the value of the RH.
It is shown that the average concentration of the dissolved species strongly depends on RH for highly soluble and for slightly soluble gaseous atmospheric pollutants. Therewith the difference between the average concentrations of the dissolved species in water droplets attains tens of percent for different values of RH.
The performed analysis of gas absorption by liquid droplets accompanied by droplets evaporation and vapor condensation on the surface of liquid droplets can be used in calculations of scavenging of hazardous gases in atmosphere by rain and atmospheric clouds evolution.
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APPENDIX A
Symbol Definitions
cp Specific heat at a constant pressure, J kg−1 K−1
Dj Diffusion coefficient of jth species in the gaseous phase, m2 s−1
Djk Binary diffusion coefficient in the gaseous phase, m2 s−1
Fo = DLt/4R2 Fourier number
HA Henry’s law constant, mole m−3 Pa−1
k Thermal conductivity, W m−1 K−1
Lυ Latent heat of evaporation, J kg−1
La Heat of dissolution, J kg−1
Mj Molar mass of jth species, kg mole−1
mL Mass of the droplet, kg
p Pressure, Pa
r Radial coordinate, m
R Radius of the droplet, m
Rg Universal gas constant, J mole−1 K−1
RG Gas constant, J kg−1 K−1
RH Relative humidity
T Temperature, K
t Time, s
υ, u Velocity, m s−1
Vd Droplet volume, m3
Y Mass fraction
Greek symbols
α Thermal diffusivity, m2 s−1
ρ Density, kg m−3
Subscripts and superscripts
0 Initial value
1 Volatile species
A Absorbate
e Value outside a droplet
j Number of a species
L, (L) Liquid
s Value at the droplet surface
∞ Value at infinity
APPENDIX B
Transformed System of Eqs. (17)–(5) and Appropriate Initial and Boundary Conditions
Henry’s law constant for aqueous solutions of different soluble gases vs temperature.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
(a) Temporal evolution of the radius of the evaporating water droplet in dry still air. Solid line is the present model, dashed line is the nonconjugate model (Ben-Dor et al. 2003a), circles are experimental data (Ranz and Marshall 1952). (b) Temporal evolution of droplet radius for a droplet suspended in N2/SO2/H2O gaseous mixture with T0 = 278 K, Te,∞ = 298 K, R0 = 25 μm, [SO2]∞ = 0.1 ppm.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Comparison of the calculated dimensionless average aqueous concentration with the experimental data (Taniguchi and Asano 1992) and analytical solution for stagnant nonevaporating droplet.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
(a) Temporal evolution of the average aqueous SO2 molar concentration for various values of relative humidity ([SO2]∞ = 0.1 ppm). (b) Temporal evolution of the average aqueous SO2 molar concentration for various values of relative humidity ([SO2]∞ = 0.01 ppm).
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the average aqueous CO2 molar concentration for various values of relative humidity.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of dimensionless average aqueous SO2 concentration (dry ambient gaseous mixture) for various initial sizes of evaporating droplet R0.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the dimensionless average aqueous CO2 concentration (dry ambient gaseous mixture) for various initial sizes of evaporating droplet R0.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the dimensionless average aqueous CO2 concentration (R0 = 25 μm).
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the surface temperature for a water droplet evaporating in N2/CO2/H2O gaseous mixture, R0 = 10 μm, T0 = 274 K, Te,∞ = 288 K for various ambient concentrations of CO2.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Effect of Stefan flow and thermal effect of absorption on droplet surface temperature for a water droplet evaporating in N2/CO2/H2O gaseous mixture, YCO2 = 0.9, R0 = 100 μm, T0 = 274 K, Te,∞ = 288 K. Line 1 includes effects of Stefan flow and thermal effect of absorption, for line 2 the thermal effect of absorption is neglected, and for line 3 the effects of Stefan flow and the thermal effect of absorption are neglected.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the surface temperature for a water droplet evaporating in N2/NH3/H2O gaseous mixture, R0 = 100 μm, T0 = 274 K, Te,∞ = 288 K.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the surface temperature for a water droplet evaporating in N2/SO2/H2O gaseous mixture, R0 = 100 μm, T0 = 274 K, Te,∞ = 288 K.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Temporal evolution of the surface temperature for a water droplet condensation in N2/CO2/H2O gaseous mixture with YH2O = 0.011, R0 = 100 μm, T0 = 274 K, Te,∞ = 288 K.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1
Schematic description of the interrelation between heat and mass transport during the transient period of droplet evaporation with gas absorption.
Citation: Journal of the Atmospheric Sciences 64, 3; 10.1175/JAS3878.1