1. Introduction
With the increasing energy demand and rising attention to the environment, researchers are widely concerned with natural gas as a clean and efficient fossil energy. Liquefied natural gas (LNG) is an important technological process in the natural gas exploitation, which can improve transportation efficiency and reduce the supply cost. As multicomponent hydrocarbon mixtures, the natural gas liquefies at the boiling point. When propane condenses, methane and ethane become non-condensable gases. According to our previous research [
1,
2], the condensation heat transfer coefficient of propane decreases dramatically with a high methane molar fraction. However, the effect of the third gas on the propane condensation characteristics is not yet clear. Hence, research on the condensation characteristics of propane in multicomponent mixtures is of great significance to the design and develop of LNG equipment.
The mass transfer in binary gas mixtures is driven by its concentration gradient. While in the ternary gas mixture, the diffusivity of one component is a function of all components in the system. Therefore, the traditional two-component diffusion equation cannot describe the diffusion of ternary gas mixtures. Maxwell and Stefan [
3] were the first to research the mass transfer in a multicomponent system and proposed diffusion equations. Toor [
4] studied mass transfer in ternary mixtures via solving the Maxwell–Stefan equation and verified it with experimental research. He summarized the phenomena that occur in ternary gas mixture diffusion: (1) the diffusion rate of a component is zero when its concentration gradient is not zero (diffusion barrier); (2) the diffusion rate of a component is not zero when its concentration gradient is zero (osmotic diffusion); and (3) a component diffuses against its concentration gradient (reverse diffusion). According to the research of Krishna and Wesselingh [
5], Fick’s law is limited in its description of multicomponent diffusion, while the Maxwell–Stefan equation is the most general and simplest method to describe mass transfer in a multicomponent system, which involves the thermodynamic non-idealities and external force fields. Moreover, the Maxwell–Stefan equation has been adopted in considerable research [
6,
7,
8] to describe the mass transfer process of multicomponent gas mixtures.
Due to the existence of multicomponent gases, the analytical model of vapor condensation (e.g., boundary layer model [
9,
10], diffusion layer model [
11], and heat and mass transfer analogy method [
12]) must be adjusted with multicomponent diffusion equations. Taitel and Tamir [
13] generalized the Nusselt model [
14] for the condensation process of multicomponent gas mixtures and combined it with multicomponent diffusion to solve equations via integral methods. The boundary layer condensation model was adopted by Sage [
15] to analyze the natural convection condensation of vapor in ternary mixtures. The results showed that species with a large molecular weight could enhance the heat transfer coefficient due to the free convection sweeping effect. Peterson et al. [
16] utilized the diffusion layer model with an effective mass diffusion coefficient to address the problem of vapor condensation with multiple non-condensable gases. They found that heavy species preferentially accumulate near the interface, which deforms the diffusion layer. Ganguli et al. [
17] promoted a numerical model via modifying the derivation for the calculation of effective diffusivity and condensation conductivity to solve the steam condensation outside a vertical tube in the presence of air and helium. They found that the accumulation of non-condensable gases could reduce the heat transfer coefficient, and the addition of the third species changes the influence of the regularity of the wall sub-cooled temperature on the heat transfer coefficient. Karkoszka and Anglart [
18,
19] proposed two methods to solve the problem of vapor condensation in the presence of non-condensable gases. One is an analytical model based on the boundary layer approximation method, which can only solve the vapor condensation of binary mixtures in a simple geometric structure. The other is a numerical model via solving conservation equations, which can be used to calculate both binary and ternary mixture conditions. Under the conditions of the ternary mixture (steam/air/helium), increasing the amount of helium in the main flow will increase the air mass fraction near the interface, which shows the interaction among non-condensable gases.
Experimental research about vapor condensation in multicomponent gas mixtures mainly uses the ternary mixture of steam/air/helium. According to the research of Liu et al. [
20], the introduction of helium into the steam/air mixture outside a vertical tube could decrease the condensation heat transfer coefficient evidently, and there was an obvious gas stratification phenomenon when the helium mole fraction was in excess of 60%. Similar results were obtained by Su et al. [
21], in which the condensation heat transfer coefficient of steam/air/helium was about 20% lower than that of the steam/air mixture. The effect of wall sub-cooled temperatures on the heat transfer coefficient in a ternary mixture was more significant than that of the pure steam condition. Xu et al. [
22] investigated steam/air/helium condensation in a horizontal tube. The steam condensation heat transfer coefficient increased with the increase in the helium volume fraction, showing different profiles with the increase in the wall sub-cooled temperature at different flow patterns. Park et al. [
23,
24] focused on the degradation effect of light gas (helium) mixed with a steam/air mixture on the condensation heat transfer outside a vertical tube. The results showed that, when the helium molar fraction reached 40%, the condensation heat transfer coefficient decreased by approximately 35%. According to the above research, light gas is more likely to increase the diffusion resistance and decrease the condensation heat transfer coefficient in a ternary gas mixture.
Above all, numerical and experimental studies about the condensation of multicomponent gas mixtures are mainly using steam/air and steam/air/helium mixtures. There are few studies about the condensation of hydrocarbon gas mixtures, especially natural gas, owing to the low condensation temperature, complex multicomponent condition and excellent flammability. However, the fluid dynamic and heat and mass transport mechanism of the condensation of multicomponent hydrocarbon gas mixtures are important to the exploration of natural gas condensation process.
The numerical model proposed in this paper was established using an iterative procedure to solve the mass condensation source terms and diffusion equations in ANSYS 17.1. A user-defined function (UDF) was compiled for the condensation rate, which was calculated based on the conservation of mass and energy at the gas–liquid interface instead of an empirical formula. Meanwhile, Maxwell–Stefan equations were applied to address mass diffusion in the gas mixtures. This numerical model can be applied in multi-working conditions with different types of working fluids via changing the parameters.
3. Results
The condensation of propane with methane and ethane acting as non-condensable components was studied in this paper. In the numerical model, the ternary mixture flowed into the control volume with a propane molar fraction (WC3,∞) of 10%, an ethane molar fraction (WC2,∞) ranging from 0 to 40% and a methane molar fraction (WC1,∞) ranging from 50% to 90%. The sub-cooled temperature of the vertical wall varied from 10 K to 40 K. As the ternary mixture flowed downstream, the propane condensed and formed a liquid film that adhered to the cold wall, whose temperature was below the boiling point of propane. While the propane condensed, the methane and ethane acted as non-condensable gases, which accumulated near the liquid film and formed a gas boundary layer. Accordingly, the condensation rate of propane was mainly dependent on the heat and mass transfer in the gas boundary layer, and thus heat transfer in the liquid film occurred.
3.1. Characteristics of the Filmwise Condensation
The distribution of the liquid volume fraction, molar fraction, temperature and velocity on the outlet section are shown in
Figure 4 under the conditions of
WC3,∞ = 10% and Δ
T = 10 K. As shown in
Figure 5a, the liquid volume fraction decreases sharply to zero in the
x-direction near the wall, showing that the liquid film that adhered to the wall is extremely thin. Compared with a binary mixture (
WC2,∞ = 0), the liquid volume fraction of the ternary mixture decreases more sharply and the liquid film is thinner. The distribution of the propane molar fraction near the wall is shown in
Figure 5b. The propane concentration declines significantly near the wall due to condensation and increases with the increase in inlet ethane molar fraction and decrease in the inlet methane molar fraction. The gradient of the temperature (shown in
Figure 5c) and propane concentration is mainly within the range of 0.02 m near the wall. The temperature increases linearly near the wall and then smoothly transits to the main flow. Similarly, the temperature increases with the increase in inlet ethane molar fraction and decrease in the inlet methane molar fraction. The velocity gradient is also within the range of 0.02 m near the wall in
Figure 5d, while there is a peak value before approaching the main flow velocity. This is due to the buoyancy, temperature difference and mass diffusion in the gas boundary layer, which could disturb the velocity. In the case of the ternary mixture, the temperature, velocity, propane concentration and liquid volume fraction increase with the inlet ethane molar fraction. However, the case of binary mixture shows different variations compared with that of the ternary mixture. This is because there are different transport mechanisms between the binary and ternary mixtures.
3.2. Distribution of the Non-Condensable Components
Figure 6 shows the distribution of the methane and ethane molar fraction on the sections perpendicular to the flow direction at
WC1,∞ = 0.6,
WC2,∞ = 0.3 and Δ
T = 10 K. The distribution of the molar fraction on the inlet section (y = 0) is uniform, subject to the boundary conditions. Methane and ethane accumulate near the wall (x = 0) along the flow direction with propane condensation. Different from the monotonic distribution of the non-condensable gas in the binary mixture, there are peak and valley values in distribution of the methane and ethane concentration along the
x-direction. Moreover, ethane is more likely to accumulate near the wall than methane, relative to the concentration of the main flow. Similarly to the research of Sage [
15], the carrying effect of the larger-molecular-weight ethane on methane could result in a nonlinear distribution of the non-condensable gas concentration.
The profile of the methane and ethane gas molar fraction at the outlet section with different inlet molar fractions is shown in
Figure 7, at
WC3,∞ = 0.3 and Δ
T = 10 K. The distribution of methane concentration is monotonous under the condition of
WC2,∞ = 10~20%. As
WC2,∞ is greater than 30%, there is a peak value of methane concentration near the wall. This illustrates that the ethane gas of a certain concentration can accumulate methane gas near the gas–liquid interface. With the increase in
WC2,∞, the concentration gradient of methane decreases, and the concentration gradient of ethane increases near the wall.
To compare the accumulation ability of methane and ethane gas near the wall, a dimensionless molar fraction was introduced as Equation (25). The profile of the dimensionless molar fraction for the non-condensable methane and ethane gas at the outlet is shown in
Figure 8. It can be concluded that the ethane gas is more likely to accumulate near the wall, and the increase in the
WC2,∞ lowers the accumulation of methane near the wall. Furthermore, under the condition of
WC2,∞ = 40%, the concentration of methane nearby the wall appears to be lower than the main flow value.
The influence of the wall sub-cooled temperature on the distribution of methane and ethane gas molar fraction at the outlet at
WC1,∞ = 0.6 and
WC2,∞ = 0.3 is shown in
Figure 9. It illustrates that, with the increase in the sub-cooled temperature, the peak value of methane increases, and valley value of ethane decreases slightly, meanwhile the peak and valley values of the non-condensable methane and ethane gas move towards the cold wall. Therefore, the increase in the wall sub-cooled temperature can increase both the concentration gradient of methane and ethane gas.
3.3. The Distribution of the Liquid Film and Boundary Layers
The distribution of the liquid film along the flow direction is shown in
Figure 10, under the conditions of
WC3,∞ = 0.3 and Δ
T = 10 K. As it can be seen in the figure, the liquid film of the ternary mixture is thinner and more uniform than that of the binary mixture. The results are consistent with the characteristics of the liquid phase volume fraction, shown in
Figure 5a. Consequently, the addition of ethane could reduce the liquid film thickness of the methane and ethane mixture. Under the conditions of the ternary mixture, the variation in
WC2,∞ has little effect on the liquid film thickness, as the
WC3,∞ remains unchanged. The liquid volume fraction contours of the binary and ternary mixtures are shown in
Figure 11. The liquid film of the binary mixture fluctuates significantly downstream, while the liquid film of the ternary mixture forms earlier at the entrance and remains stable downstream. To reveal the mechanism of the liquid film fluctuations, the velocity distribution on the sections perpendicular to the flow direction at
WC1,∞ = 10% and Δ
T = 10 K is shown in
Figure 12. There is a peak velocity value near the cold wall, which contributes to the liquid film fluctuation. Meanwhile, the velocity in the x-direction, indicating the mass transportation from the main flow to the liquid film, results in a wavy liquid film.
Figure 13 shows the distribution of the velocity, temperature and gas boundary layer along the flow direction at
WC3,∞ = 0.3 and Δ
T = 10 K. The velocity boundary layer and temperature boundary layer are defined as the curves where the velocity or temperature are equal to 99.99% of the main flow value. Similarly, the gas boundary layer is the curve where the molar fraction of the propane vapor is equal to 99.99% of the main flow value. It can be seen from the figure that the addition of ethane gas could thicken the gas boundary layer, while with the increase in
WC2,∞ and decrease in
WC1,∞, the gas boundary layer becomes thinner gradually. The thickness of the temperature boundary layer also decreases with the increase in
WC2,∞. While with the increase in
WC2,∞, the thickness of velocity boundary layer firstly increases and then decreases. In the binary mixture (
WC2,∞ = 0), the gas boundary layer has almost the same thickness with the temperature boundary layer. While with the addition of ethane gas, the gas boundary layer and temperature boundary layer are separated, and the separation distance increases as the increase in
WC2,∞.
3.4. The Condensation Heat Transfer Characteristics
In the process of propane vapor condensation with methane and ethane acting as non-condensable gases, there is heat transfer resistance in the liquid film and gas boundary layer. The heat transfer in the liquid film depends mainly on conduction, while heat transfer in the gas boundary layer is composed of condensation latent heat and convection. Accordingly, the heat transfer resistance in the liquid film and the gas boundary layer are expressed as follows.
where the subscripts
I and
w represent the gas–liquid interface and the cold wall, respectively;
hl is the heat transfer coefficient of the liquid film;
hconv and
hcond are, respectively, the convection and condensation heat transfer coefficients; and
q is the total heat flux.
To compare the thermal resistance between the liquid film and gas boundary layer, the ratio of resistance is defined as
Figure 14 shows the thermal resistance distribution of the liquid film and gas boundary layer under different wall sub-cooled temperatures, at
WC3,∞ = 10%. The thermal resistance of both the liquid film and gas boundary layer increase with the increase in the wall sub-cooled temperature. As shown in
Figure 14a, the liquid film thermal resistance of the binary mixture is 1.3~1.7 times that of the ternary mixture, showing that the addition of ethane reduces the thermal resistance of the liquid film. Considering the liquid film distribution shown in
Figure 10, the reason for this is that the addition of ethane reduces the liquid film thickness. Additionally, for ternary mixtures, the liquid film thermal resistance decreases with the increase in
WC2,∞. From
Figure 14b, the gas boundary layer thermal resistance of the binary mixture is higher than that of the ternary mixture and it decrease with the increase in
WC2,∞. Therefore, the increase in
WC2,∞ can both reduce the liquid film resistance and gas boundary layer resistance.
The thermal resistance ratio of the gas boundary layer and liquid film under different wall sub-cooled temperatures is shown in
Figure 15. The thermal ratio of the ternary mixture is considerably higher than that of the binary mixture. In the ternary mixture, the thermal ratio increases with the increase in
WC2,∞. This shows that the addition of ethane improves the proportion of the gas boundary layer thermal resistance compared with the liquid film thermal resistance. Under the calculated conditions, the thermal resistance of the gas boundary layer is one-hundred times higher than that of liquid film. Thus, in the condensation process of propane vapor with a high non-condensable gas concentration, the heat transfer resistance is mainly in the gas boundary layer.
The average condensation heat transfer coefficient (defined as Equation (29)) with different wall sub-cooled temperatures and inlet molar fractions of methane and ethane is shown in
Figure 16. The condensation heat transfer coefficient decreases by 53~56% with the increase in the wall sub-cooled temperature from 10 K to 40 K. This is because the thermal resistance of both the liquid film and gas boundary layer increase with the wall sub-cooled temperature. As the
WC3,∞ remains constant, the heat transfer coefficient increases by about 11% (at Δ
T = 10 K) and 7% (at Δ
T = 40 K), with the
WC2,∞ increase from 0 to 40% and W
C1,∞ decrease from 90% to 50%. The addition of ethane could increase the heat transfer coefficient via reducing the thermal resistance of both the liquid film and gas boundary layer. The correlation formula for predicting the condensation heat transfer coefficient of propane/methane/ethane gas mixtures (at
WC3,∞ = 0.1 and Δ
T = 10~40 K) was obtained by the least squares method. As shown in Equation (30), the R-squared value of the fitting formula was 0.99205.