In order to evaluate the performance of the water cooler machine under different working conditions of the diabatic capillary tube, a mathematical model is implemented in PYTHON. The capillary tube model works by dividing the capillary tube into segments, and analysing piece by piece what happens to the working fluid by solving energy and mass balance equations. Although the ultimate goal is to obtain a model that can be used for different types of refrigeration machines, the focus is on commercially available water cooling machines, for domestic or office use, given their increasing relevance in the refrigeration sector.
The goal of the modelling is to obtain a tool to define the architecture of the capillary tube, and thus find the cycle operating temperatures, as well as how best to design the capillary tube in terms of geometry, i.e., tube length and diameter and refrigerant flow rate. For this reason, the independent variables within the model are the capillary tube length and the refrigerant flow rate. To achieve this, the model starts from the condensing pressure and proceeds by iterating the energy balance equations until the pressure reaches the evaporating pressure. In this way, the model can be used as a decision-making tool to achieve the working conditions established through the use of the capillary tube as an expansion device.
2.1. Solving Algorithm
As input, the program needs the type of refrigerant, condensation, evaporation temperatures, and the degree of subcooling, along with the geometric data of the capillary and suction tube. The cycle in
Figure 2 is iterative, and proceeds by fixed pressure drop intervals
. The exit conditions are the achievement of evaporation pressure and sonic conditions. The outputs are the refrigerant flow rate or the length of the capillary tube, the vapour quality, and the enthalpy of the refrigerant entering the evaporator.
The code offers the option of being used from the refrigerant flow rate or the capillary tube length; depending on the usage, the capillary length and refrigerant flow rate, respectively, will be returned.
The capillary tube model is then fed into a simulation program of the entire thermodynamic cycle,
Figure 3. As an input of the thermodynamic cycle, the output data of the capillary tube model are entered, i.e., the mass of refrigerant, the enthalpy of the fluid exiting the capillary, and, from the suction line temperature, the enthalpy of the fluid exiting the evaporator. As for the compressor, considering commercially available machines, the isentropic efficiencies of the compressors are extrapolated from manufacturers’ datasheets.
2.2. Mathematical Model
The non-adiabatic capillary tube has an initial adiabatic region where there is no contact between the capillary tube and the suction tube and a portion of the pipe wrapped around the suction tube. Furthermore, within each region, one can be found in both single-phase and two-phase flow conditions. Four cases can occur:
The length of an adiabatic segment is less than the length of the single-phase part, while the non-adiabatic segment is entirely in the two-phase flow condition.
Figure 4.
The length of the adiabatic segment is greater than the length of the single-phase part, while the non-adiabatic segment is in the two-phase flow condition.
Figure 5.
The length of the adiabatic segment is less than the length of the single-phase part, and the fluid in the non-adiabatic segment after travelling a certain length of capillary returns to the subcooled fluid condition.
Figure 6.
The length of the adiabatic segment is greater than the length of the single-phase part, and the fluid in the non-adiabatic segment after travelling a certain length of capillary returns to the subcooled liquid condition.
Figure 7.
In order to simplify the actual flow conditions without losing the main physical features, the following assumptions were made:
Constant inner diameter and roughness of piping;
Constant helix diameter of the capillary tube;
Insensitivity to the helix diameter of the capillary tube; therefore, the model is not sensitive to the influence of the number of windings at the same capillary tube length;
Capillary tube is helical throughout its length;
Incompressible flow in single-phase regions;
One-dimensional steady-state flow;
Homogeneous two-phase flow;
Negligible heat exchange with ambient air in the adiabatic capillary tube section;
Thermodynamic equilibrium in which metastable flow phenomena are neglected.
The capillary tube can then be divided into two main sections: the adiabatic section, and the diabatic section, from which the following relationship is derived:
In turn, each portion of the pipe has to be analysed according to the flow state:
where
,
,
, and
are the portion of the pipe in the single-phase adiabatic, two-phase adiabatic, single-phase diabatic, and two-phase diabatic sections, respectively.
The momentum balance under steady-state conditions is expressed as:
where
is formed by a term representing the pressure losses due to the change in the cross-section at the capillary inlet (
5), and a term representing the pressure losses due to friction with the walls of the tube (
6):
The following equations for the friction factor
, which are variations of the Mori and Nakayama [
11] equation with varying coefficients taking the roughness of the tube wall into account, were formulated by Zhou and Zhang [
12]:
By neglecting elevation changes from Equation (
4), the length of the single adiabatic phase can be derived as (Bansal and Rupasinghe, 1998 [
13]; Melo, 1992 [
14]):
Taking into account the simplifications made and thus simplifying the mass terms and the changes in altitude, the energy balance in the two-phase flow region can be written as:
The continuity equation can be written as:
Introducing the volumetric flow rate
, the fluid velocity in the capillary can be defined as:
The heat exchanged between the capillary tube and suction line is evaluated using the correlations:
Thus, by making the appropriate substitutions, the vapour quality at point i+1 can be derived from Equation (
11). The length of the section in the region of two-phase flow can be derived from the momentum balance equation:
where
is the tension, defined as:
The friction factor
f for the two-phase flow region (Equation (
19)) and helical tube is calculated with the following equation (Lin et al., 1991 [
15]) from S. W. Churchill, 1977 [
16]:
Then, from S. W. Churchill, 1977 [
16]:
The heat flux
transferred from the fluid in the capillary tube to the fluid in the suction line is evaluated as:
The contact area between the capillary tube and the suction line was evaluated as a portion of the outer area of the capillary, so later assessments were made regarding the influence of more or less precise winding on cycle performance.
The resistive method
Figure 8 is used to determine the overall heat transfer coefficient U:
where
,
, and
are the tube perimeter conductivity and convective heat transfer coefficients of the suction tube and the capillary tube, respectively. Analysing the order of magnitude of the heat transfer coefficients showed that the convective heat transfer coefficient on the capillary tube side is three orders of magnitude greater than the heat transfer coefficient on the suction line side. Thus, the resistance R4 can be neglected, along with the conductive resistance of the walls of the two tubes, R2 and R3. Thus, the overall heat transfer coefficient can be calculated as follows, from the Gnielinski correlation [
17]:
where
is the dynamic viscosity and
is the friction factor within the suction line, evaluated using the Darcy–Weisbach correlation from Kamel Sigar Hmood et al. [
18]:
The heat absorbed by the vapour from the suction line is considered to be the same as that given by the refrigerant on the capillary side. Therefore, we find:
where
is the initial enthalpy of the refrigerant in the suction line and
is the enthalpy of the refrigerant after heat exchange.
2.3. Literature and Experimental Validation
The capillary tube model is validated with data from two types of refrigerants, R134a and R600a, from Bansal and Wang [
19]. The vapour quality at the capillary tube outlet and the refrigerant flow rate are the parameters used for the comparison. Given the same length and inner diameter of the capillary tube, the condensing temperature, the evaporation temperature, and the type of refrigerant, the comparison yielded the following results:
The comparison with data obtained with R134a shows a deviation of 0–10% for vapour quality and a deviation that stabilizes around 16–17% for refrigerant flow rate.
The comparison with data obtained with R600a shows a deviation of 2–5% for vapour quality and of 11–13% for refrigerant flow rate.
The non-adiabatic capillary tube model is also validated using three water-cooling machines. Each machine has its cooling capacity and its coupling configuration between the capillary tube and compressor suction line. The model as designed allows for adaptation to all configurations.
From the experimental measurements, performed on real machines for water cooling, are extrapolated data on evaporation temperature, condensation temperature, and the temperature of water in the tank over a certain time interval. Starting from these values, the actual heat output data, necessary to make the tank temperature drop by the measured quantity, were compared with the data extrapolated from the model. The comparison showed that the error between the extrapolated and measured data is between 4% and 15%.