3.1. Mesured Frictional Pressure Drop
The 351 data were gathered on the two-phase frictional pressure drop in small circular, rectangular, and triangular tubes.
Table 2 shows the number of obtained data points in each tube, and these data are classified by the flow regimes following the method of Lockhart–Martinelli [
2]. The definition of the limits of the liquid-phase or vapor-phase Reynolds number
ReL ReG between laminar and turbulent is 2000.
Figure 4 shows the distribution of all data in the plot of
ReL vs.
ReG. Here, G (kg·m
−2·s
−1) is the mass flux, x (-) is quality, D (m) is the hydraulic diameter, and μ (Pa·s
−1) is the viscosity. The subscripts L and G indicate liquid and gas, respectively. Although a wide range data from low mass flux to high mass flux were obtained, most of the data were located on the laminar liquid condition. The laminar liquid condition is characteristic of mini-channels, so the viscous force and the surface tension have a significant influence on the area between the fluid and channel. Hence, it is supposed that the frictional pressure drop in the small tube is larger than that of a conventional large tube.
3.1.1. Circular Tubes
This section examines the frictional pressure drop in circular tubes, whose data were obtained at wide ranges of the inside diameter.
Figure 5 and
Figure 6 show the relation between the measured frictional pressure drop gradients Δ
Pf/Δ
L (Pa·m
−1) and quality x (-) flowing vertically upward and downward, respectively. The parameter of these figures is the mass flux.
As in the case of the conventional large circular tube, the measured frictional pressure drop in small circular tubes increased with increasing quality in the wide range with a maximum at around 0.8; after that, it mildly decreased with increasing quality to around quality 1.0. Moreover, increasing mass flux increased the frictional pressure drop.
To examine the effect of the different inner diameters,
Figure 7 shows the relation between the measured frictional pressure drop gradients Δ
Pf/Δ
L and quality x flowing vertically downward; the inner diameter is the parameter. As in the case of the conventional large tubes, decreasing the inner diameter of tube increased the frictional pressure drop. However, the frictional pressure drop showed a different tendency with mass flux and the inner diameter. For the high mass flux condition (200 kg·m
−2·s
−1 and 400 kg·m
−2·s
−1), the frictional pressure drop monotonically increased with increasing quality in the range of from 0.05 to 0.8. On the other hand, for the low mass flux (50 kg·m
−2·s
−1 and 100 kg·m
−2·s
−1), the frictional pressure drop decreased with increasing quality in the low-quality region; its values were not affected by the different mass flux or inner diameter, and these are given in
Figure 6 and
Figure 7. After that, the smaller the inner diameter, the higher the increase in frictional pressure drop at low quality. This physical phenomenon could also be confirmable in the upward flow, as shown in
Figure 5. The phenomenon was confirmed by Inoue and Aoki (1965) [
13], Ide and Matsumura (1990) [
1] and Wambsganss et al. (1991, 1992) [
4,
5]. Inoue and Aoki performed an experiment on air–water mixtures flowing vertically upward in a circular tube with diameters ranging from 5 to 28.8 mm. They reported that the frictional pressure drop decreased with increasing quality in the low-quality region, and it became evident at a lower mass flux. Ide and Matsumura ran experiments using 10 rectangular tubes with different aspect ratios (1–40) and arranging them in an inclination angle (from horizontally to vertically). For the case of small channels with a large aspect ratio and hydraulic diameters smaller than about 10 mm, they noted that the frictional pressure drop made a bump in the vicinity of the transition from bubble to bubbly slug flow. Wambsganss et al. measured the frictional pressure drop of air–water mixtures flowing horizontally in a rectangular channel (19.05, 3.18 mm). The frictional pressure drop indicated a higher value around a quality of 0.002, the region that was transition area from plug or bubble flow to slug flow.
3.1.2. Rectangular and Triangular Tubes
Figure 8 shows the relation between the measured frictional pressure drop gradients Δ
Pf/Δ
L and quality x flowing in rectangular and triangular tubes, comparing them with the data of a 1.00 mm circular tube that has a similar hydraulic diameter.
As in the case of the circular tube, the measured frictional pressure drop in both the small rectangular and triangular tubes increased with increasing mass flux and quality. Moreover, for the low mass flux condition (50 kg·m−2·s−1 and 100 kg·m−2·s−1), the frictional pressure drop indicated higher values in the low-quality region; after that, it decreased with increasing quality. In this region, the value of the frictional pressure drop was not affected by the different cross-section shape or mass flux.
The frictional pressure drop in the rectangular tube seems small compared to that of the triangular tube; it is supposed that there was no difference in the frictional pressure drop of both the tubes considering the hydraulic diameter that is 15% larger than that of the triangular tube. On the other hand, comparing the circular tube pressure drops, no differences were observed for the non-circular tubes pressure drop at low mass fluxes of 30 and 50 and high mass flux of 400 kg·m−2·s−1. However, it became smaller at 50, 100, and 200 kg·m−2·s−1, especially in downward flow.
As shown in
Figure 9, I had conducted observation experiments using a high-speed camera for the circular, rectangular, and triangular channels with a hydraulic diameter of about 1 mm under the same refrigerant R410A and saturation temperature 10 °C condition of this study. Moreover, the pressure drop results will be discussed based on these images [
14].
Figure 10,
Figure 11 and
Figure 12 are the flow pictures in circular, rectangular, and triangular channels, respectively.
To summarize the differences between upward and downward flow, no effect of flow direction was observed on the frictional pressure drop of the circular tube. Thus, there was no difference in the flow patterns in circular channel. However, the rectangular and triangular non-circular tubes were clearly smaller in the downward flow. This is especially noticeable for the quality above 0.3. According to the visualization experiments, this region coincides with the transition from slug flow to annular flow in both tubes. It is especially interesting to note that the downward flow in
Figure 11 and
Figure 12 with a mass flux of 50 kg·m
−2·s
−1 and a quality of 0.9 showed a completely different flow pattern than the upward flow under the same conditions. In other words, an annular flow without any disturbance was observed at low mass flux regardless of the quality. Since this flow pattern has not been reported before, I named it non-disturbance annular flow and refer to it as NA in the figures. This is because gravity (buoyancy) and surface tension have a great influence on the downward flow, and since the upward flow is in the opposite direction of gravity, the liquid held in the corner of the non-circular tube will always have a velocity distribution due to the shear force of the vapor and gravity, and the shear force from the tube surface will cause the velocity of the liquid to become unstable as it flows downstream. In the downward flow, the liquid is held at the corners by the surface tension and flows along the gravity, so the change in the liquid velocity becomes smaller, and it is thought that the disturbance is less likely to occur than in the upward flow. This is thought to be the physical mechanism that causes the difference in frictional pressure drop between the upward and downward flows.
These tendencies are verified in the discussion on the correlation below.
3.2. The Effect of Cross-Section Shapes
For the estimation of the frictional pressure drop for horizontal or vertical flow in conventional large circular tubes, the Lockhart–Martinelli correlation (1949) [
2] is often used with the approximation of the two-phase frictional multiplier
ΦL2 (-) suggested by Chisholm (1969) [
5]. This correlation especially agrees well in the annular flow. The Lockhart–Martinelli correlation is expressed as
where Δ
PL/Δ
L is the liquid single-phase flow frictional pressure drop gradient estimated by Equation (5), and
λ (-) is the coefficient of pipe friction.
For the laminar flow (Hagen–Poiseuille correlation):
For the turbulent flow (Blasius correlation):
The approximation of the two-phase frictional multiplier
Φ (-) by Chisholm is expressed as
where
χ (-) denotes the Lockhart–Martinelli parameter, and
χ (-) needs to be used properly by the flow regime situations.
C (-) indicates Chisholm’s parameter.
For the laminar (liquid)–laminar (vapor or gas) regime (vv):
For the laminar (liquid)–turbulent (vapor or gas) regime (vt):
For the turbulent (liquid)–laminar (vapor or gas) regime (tv):
For the turbulent (liquid)–turbulent (vapor or gas) regime (tt):
Figure 13 and
Figure 14 show the relation between
ΦL2 and the inverse of
χ flowing vertically upward and downward with the calculation from Equation (8) using
C = 5 denoted by the dash line and
C = 12 denoted by the solid line. The error bars indicate the measurement errors. For
C in Equation (8), the values of 5 and 12 are originally given by Chisholm for the laminar (liquid)–laminar (vapor or gas) and laminar (liquid)–turbulent (vapor or gas) regimes.
In the high χ−1 region, the characteristics were well correlated by the relation between ΦL2 and χ−1 independently of the mass flux. Especially at 400 kg·m−2·s−1, Equation (8) with the parameter C = 12 well reproduced the measurements, and no difference among the tubes was observed, which indicates that the two-phase frictional pressure drop at high mass flux can correlate considering the effect of different hydraulic diameters only flowing in the liquid phase in the tube. Therefore, the cross-section shape is a minor effect at the high mass flux. Likewise, there was no difference in pressure drop at low mass fluxes of 30 and 50 kg·m−2·s−1. On the other hand, the pressure drop in the non-circular tubes became smaller at 100 and 200 kg·m−2·s−1, especially in downward flow. Hence, it is assumed that the effect of the cross-section shape becomes non-negligible.
In the low χ−1 region at low mass fluxes of 30, 50, and 100 kg·m−2·s−1 in which the frictional pressure drop decreased with increasing quality, the measured ΦL2 was found to be significantly higher, and the values were approximately 10. Wambsganss et al. also noted that the value of ΦL2 was approximately 10 in the region where this phenomenon occurred.
Figure 15 shows the relation between Chisholm’s parameter C to replicate measurement values and the hydraulic diameter
Dh. The parameter of this figure is the mass flux. The error bars indicate the measurement errors.
In the case of circular tubes, the optimum Chisholm’s parameters C lay between C = 5 and C = 12, and the C increased with the increase in the mass flux with the same tube diameter. Moreover, the C decreased with the decrease in the diameter with the same mass flux, especially below 1 mm. On the other hand, in the case of non-circular tubes, the optimum Chisholm’s parameters C had the same value as that of the 1 mm circular tube at low mass flux of 50 kg·m−2·s−1 and high mass flux of 400 kg·m−2·s−1. However, the C of non-circular tubes was smaller than that of the 1 mm circular tube at 100 and 200 kg·m−2·s−1; notably, the C for the downward flow was under 5.
3.4. Comparison of Various Modified Chisolm Parameters
In this section, the various modified Chisholm’s parameter in Lockhart–Martinelli correlation for small tubes are examined, and it is determined whether or not they reproduce the measurement data. As stated previously, Chisholm’s parameter in Lockhart–Martinelli correlation is often used for the estimation of frictional pressure drop in conventional large circular tubes. However, several researchers reported that the original Chisholm’s parameter showed a disagreement with the measurements in small channels. I also confirmed this fact in
Figure 15. Therefore, the various modified Chisholm’s parameter were suggested. Thus, in this section, the calculated values using five modified Chisholm’s parameters are compared with the measurements data, except for the data of the decreasing frictional pressure drop with increasing quality, because the correlation including this tendency has not yet been proposed.
Wambsganss et al. (1991, 1992) [
4,
5] measured the frictional pressure drop of air–water mixtures flowing horizontally in a rectangular channel (19.05, 3.18 mm). Their experimental results were compared with Chisholm’s correlation. However, at the lower mass flux condition, the measurement data generally followed the form of Chisholm’s correlation, and the optimum Chisholm’s parameter increased with increasing mass flux. As a consequence, they deemed Chisholm’s parameter to be not a constant but a function of the Lockhart–Martinelli parameter and mass flux. The modified parameter is as follows:
where
ReL0 is Reynolds number for mixture flowing as liquid, a = −2.44 + 0.00939
ReL0 and b = −0.938 + 0.000432
ReL0. This correlation is applicable for
ReL0 < 2200 and <1.0. The reported average error of using this parameter was ±19% for
G ≦ 400 kg·m
−2·s
−1.
Mishima and co-workers (1993, 1996) [
7,
8] reported on air–water mixtures flowing vertically in circular and rectangular tubes with a diameter range of from 1 to 5 mm. They reported that if the inner diameter is less than 5 mm, Chisholm’s parameter should consider the effect of the inner diameter, because they found Chisholm’s parameter to change from 21 to 0 as the hydraulic diameter decreased. Therefore, they suggested that the modified parameter is given by
where
d in mm is the hydraulic diameter of the channel, and this parameter is the dimension. The comparison of this parameter with the database demonstrated a good agreement, except for ammonia vapor flow within an error of ±12%.
Lee and Lee (2001) [
10] proposed the modified Chisholm’s parameter based on 305 data points of horizontal rectangular channels with an air–water mixture flowing through them ((0.4, 1.0, 2.0, 4.0) 20 mm). They stated that Chisholm’s parameter depends on the flow regimes, and that the flow regimes depend on the mass flux and hydraulic diameter. Hence, the parameter
C should consider the effects of the mass flux and hydraulic diameter. On the other hand, the surface tension is an important factor in the laminar (liquid)–laminar (gas or vapor) regime (vv); therefore, they proposed the non-dimensional parameter considering the effect of surface tension. They argued that the modified parameter is given by
where dimensionless parameters
β and
ψ are the effects of the surface tension
σ (N·m
−1), the viscosity
μ and the velocity of the liquid slug
j (m·s
−1), and constant
A and exponents
q,
r, and
s are determined by the flow regimes. Here, there are given numbers for exponents
q and
r in the laminar (liquid)–laminar (gas or vapor) regime (vv). On the other hand, in other flow regimes, the surface tension becomes insignificant, so exponents
q and
r are zero. Thus, Equation (16) is merely a function of the all-liquid Reynolds number,
ReL0. A comparison of this parameter was reported with the measurements within an error of ±10%.
Zhang et al. (2010) [
15] used an advanced information processing technique, which can be utilized to carry out the input “trial and error” analysis to select non-dimensional numbers that could well correlate with the two-phase frictional multiplier. When the hydraulic diameter of the channel and the Weber number We are inputted, the information processing techniques can significantly improve the prediction of the two-phase frictional multiplier. Therefore, Mishima and Hibiki’s correlation (Equation (15)) was modified using the non-dimensional Laplace constant. The non-dimensional Laplace constant Lo* is defined as
where g (m·s
−2) is gravity force.
Consequently, Mishima and Hibiki’s correlation was modified as shown below:
This correlation is applicable for ReL ≦ 2000, ReG ≦ 2000, and 0.014 ≦ Dh ≦ 6.25 mm. The comparison of this parameter with seven items of reference data of the liquid–gas flow yielded 17.9%, while that with three items of reference data of liquid–vapor flow yielded 21.7%. For liquid–gas two-phase flow, it was recommended that Equation (20) may work better if the constant of −0.358 is replaced with −0.674, while for liquid–vapor flow, the constant of −0.142 would work better.
For adiabatic liquid–gas two-phase flow:
For adiabatic liquid–vapor two-phase flow:
Li and Wu (2010) [
16] collected the adiabatic two-phase pressure drop data in small channels from the literature. The collected database contains 12 different working fluids and a hydraulic diameter range of 0.148 to 3.25 mm. They noted that the Bond number Bo [-] and Reynolds number Re may have the potential to relate into a general correlation, because there are four forces related to two-phase flow in channels: gravitational, inertia, viscous, and surface tension forces. The Bond number and Reynolds number include these forces. The Bond number Bo is defined as
where the Bond number has the same meaning in the equation as in the non-dimensional Laplace constant
Lo* equation (Equation (19)), with the difference of the exponent. The relationship between Chisholm’s parameter and the Bond number or liquid-phase Reynolds number
ReL was investigated. Chisholm’s parameter has a positive linear relationship with the Bond number when
Bo ≦ 1.5:
On the other hand, when 1.5 <
Bo ≦ 11, Chisholm’s parameter depends on
It was reported that when Bo ≦ 1.5, Equation (24) could predict 80.6% of the data within ±30%, and when 1.5 < Bo ≦ 11, Equation (25) could predict 72.6% of the data within ±30%.
Figure 17 shows comparisons between the measured Δ
Pf/Δ
L and the calculated frictional pressure drop Δ
Pf cal/Δ
L using Chisholm and modified Chisholm’s parameters; the result is shown in
Table 3. In
Table 3, MD is the percentage mean deviation of the calculated frictional pressure drop from the experimental value.
N is the number of data points. The mean deviation is defined as
The definition of the liquid limits or vapor Reynolds number ReL ReG between the laminar and turbulent is 2000. Of all 297 data points, 51 data points (17.2%) were laminar (liquid)–laminar (vapor); N = 236 data points (79.5%) were laminar (liquid)–turbulent (vapor); 4 data points (1.3%) were turbulent (liquid)–laminar (vapor); and 6 data points (2.0%) were turbulent (liquid)–turbulent (vapor).
Wambsganss et al. noted that Equation (13) is applicable for ReL0 < 2200 and <1.0; however, at this time, all 297 data points are adapted.
There are two applicable correlations suggested by Zhang et al., Equations (20) and (22). However, the calculation value from Equation (22) estimated less accurate 15% in whole comparing to Equation (20), so using the calculation from Equation (20) in
Figure 13.
As several researchers have reported, Chisholm’s parameter, which assigns a constant value by the flow regime, could not consider the effect of the differences in tube diameters, so the calculated values had little correspondence with the measured values. The calculated values were almost higher than the measured values.
While Mishima, Zhang, and Li-Wu considered the effect of the differences in tube diameters, Mishima and Zhang had good prediction performances for the measured data. Notably, Mishima, and Zhang made good predictions of the non-circular and circular tubes, respectively. As mentioned above, to consider the effect of the differences in tube diameters, the use of the hydraulic diameter Dh and the Bond number Bo in modified Chisholm’s parameter is shown to be beneficial in mini-/micro-tubes.