1 Introduction

Solar air collectors are broadly using solar energy conversion devices employed to deliver hot air at low to moderate temperatures for space heating and drying agricultural products such as fruits, seeds, vegetables etc. [1,2,3]. There are several types of different solar air collector in the literature. But these collectors seize some limitations in their thermal capacity. Such solar air collector has low thermal efficiency because of low convective heat transfer coefficient between the absorber surface and air leading to the higher temperature of the absorber surface, which results in higher heat losses to the surroundings. Top losses of the solar air collectors were a function of glazing temperature, emissivity of the glazing, wind speed and ambient temperature [4,5,6]. Akpinar and Kocyigit [7] suggested that the thermal performance of the solar air collectors depends significantly on the solar radiation, the contour of the absorber and extension of the air flow line and Sahin [8] suggested that thermal performance of solar air collectors also depends on several parameters such as inlet air temperature, air velocity, collector slope and properties related to collector. Yang et al. [9] suggested methods for improving the thermal performance of solar air collector on the basis of the critical parameter sensitivity analysis. Roughness parameters had a strong influence to increase the heat transfer coefficient between the absorber surface and HTF [10, 11]. Harding and Window [12] investigated the degradation of the thermal performance of evacuated tube solar collector by the presence of low pressure gas in the annular space. El-Nashar [13] investigated the influence of dust deposition on a large field of evacuated tube collectors on the thermal performance of the plant. Tang et al. [14] suggested that climatic conditions had a negligible effect on the diurnal thermal performance of ETC due to less heat loss of the collector to the ambient air. Gao et al. [15] investigated the best possible flow rate of HTF for getting maximum heat gain with different meteorological conditions. Kim and Seo [16] investigated the affected of the shape of the absorber, incidence angle of solar irradiation, and arrangement of collector tubes. Ma et al. [17] evaluated a key parameter of glass evacuated tube solar collector was the surface temperature of the absorbing coating. Fischer et al. [18] developed a model to investigate the thermal performance of solar collector by characterizing the transmission of irradiance through glazing and absorption of irradiance by the absorber. Ares-Muzio et al. [19] designed a solar collector with both end open evacuated tube and studied the absorption characteristics of the collector. Wang et al. [20] enhanced the solar transmittance of glazing tubes of ETC for 0.94 by using a porous SiO2 antireflection coating. Hall and blower [21] developed a solar collector with a high absorptivity and a low-emissivity. Dabra et al. [22] suggested that thermal performance of the evacuated tube solar air collector improved by using a flat reflector. Garcia-Valladares and Velazquez [23] simulated a single pass solar collector for enhancing the thermal performance and fluid-dynamic behaviour by using CPC. Li and Wang [24] used Water and N2 as working fluid in an evacuated tube solar collector with CPC. Zhang and Yamaguchi [25] proposed a solar collector using supercritical CO2 as the working fluid and investigated temperature and flow rate in the collector. Zhao et al. [26] studied the different flow conditions inside the horizontal ETC by varying the temperature at different inlets of evacuated tube and diameters of the evacuated tube. Shah and furbo [27] developed a modelled with three different tube lengths varying from 0.59 m to 1.47 m and investigated thermal performance at different mass flow rates varying from 0.05 kg/min to 10 kg/min with a constant inlet temperature of 60 °C. An experimental setup of a solar air collector was developed and suggested that the mass flow rate of the air was directly proportional to collector performance [28, 29]. Naik et al. [30] developed a mathematical model to predict the exit temperature of different working fluids and investigated the effect of different parameters on the thermal performance of the system.

Based on the published works, sufficient literature is available on the parametric behaviour of flat plate and evacuated tube solar air collector. Some parameters are not considered in the literature but have significant effect on the performance of CCGTSAC. Therefore, there is a need for additional studies on the CCGTSAC for enhancing their performance. The purpose of this paper is to study the influence of parameters on the performance of CCGTSAC.

2 Mathematical formulation

Before the establishment of mathematical model, the following general assumptions will be made in the process of the energy balance analysis to the heat characteristics and structural features of the CCGT as shown in Fig. 1.

  1. 1.

    CCGT is operating under steady state condition.

  2. 2.

    CCGT is used for flow passage and HTF is assumed to be air.

  3. 3.

    The air flow inside the CCGT has a uniform velocity.

  4. 4.

    There is no leakage of air from the CCGT.

  5. 5.

    The temperature varies only along the airflow direction.

  6. 6.

    The temperature gradient along the radial direction of the CCGT is negligible.

  7. 7.

    Heat transfer coefficients and area distribution are assumed to be uniform and constant.

  8. 8.

    During the test process, the solar radiation falling on the CCGT is assumed to be distributed uniformly.

Fig. 1
figure 1

Cross-sectional views of concentric coaxial glass tube

The energy balance equations for each component of CCGTSAC can be written as follows

  • For transparent glazing

$$ {a}_1{T}_1^4+{b}_1{T}_1+{c}_1{T}_2^4+{d}_1{T}_2+{g}_1=0 $$
(1)
  • For absorber coating

$$ {a}_2{T}_1^4+{b}_2{T}_1+{c}_2{T}_2^4+{d}_2{T}_2+{e}_2{T}_3+{g}_2=0 $$
(2)
  • For glass absorber tube

$$ {d}_3{T}_2+{e}_3{T}_3+{f}_3{T}_4=0 $$
(3)
  • Heat transfer fluid

$$ \frac{dT_4}{dx}={h}_4\left({T}_3-{T}_4\right) $$
(4)

Where, T1, T2, T3 and T4 are temperatures of various components as shown in Fig. 2. These are functions of CCGT length and ai, bi, ci, di, ei, fi, gi and hi are coefficients with i = 1............4. These coefficients involve the thermo-physical properties of the fluid, geometric properties of the CCGT and climatic conditions. The values of coefficients are expressed in the following expressions.

Fig. 2
figure 2

Schematic diagram of the concentric coaxial glass tube with heat transfer mechanism

$$ {a}_1=\left(\frac{r_2\sigma }{\in_{12}}\right)+{r}_2{\sigma \varepsilon}_1 $$
(5)
$$ {b}_1={h}_1{r}_2+{h}_a{r}_1 $$
(6)
$$ {c}_1=-\frac{r_2\sigma }{\varepsilon_{12}} $$
(7)
$$ {d}_1={h}_1{r}_2 $$
(8)
$$ {g}_1=-\left({h}_a{r}_1{T}_a+{r}_1{\sigma \varepsilon}_1{T}_a^4+G{\alpha}_1{r}_1\right) $$
(9)
$$ {a}_2=\frac{r_2\sigma }{\varepsilon_{12}} $$
(10)
$$ {b}_2={h}_1{r}_2 $$
(11)
$$ {c}_2=-\frac{r_2\sigma }{\varepsilon_{12}} $$
(12)
$$ {d}_2=\frac{K_g}{\ln \left(1+\frac{t}{r_2}\right)}-{h}_1{r}_2 $$
(13)
$$ {e}_2=\frac{K_g}{\ln \left(1+\frac{t}{r_2}\right)} $$
(14)
$$ {g}_2=G{\tau}_1{\alpha}_2{r}_2 $$
(15)
$$ {d}_3=-\frac{K_g}{\ln \left(1+\frac{t}{r_2}\right)} $$
(16)
$$ {e}_3=\frac{K_g}{\ln \left(1+\frac{t}{r_2}\right)}-{h}_2{r}_2 $$
(17)
$$ {f}_3={h}_2{r}_2 $$
(18)
$$ {h}_4=\frac{2\pi {r}_2{h}_2}{\dot{m}{C}_p} $$
(19)

The values of different heat transfer coefficients are normally calculated from the following relations [35,32,33,–].

Heat transfer coefficient from transparent glazing to ambient

$$ {h}_a=\frac{Nu\times {K}_a}{D_1} $$
(20)
$$ Nu={C}_1{\mathit{\operatorname{Re}}}^n $$
(21)

Where,

$$ {C}_1=0.615\&n=0.466\kern2.5em 40<\mathit{\operatorname{Re}}<4000, $$
$$ {C}_1=0.174\&n=0.618\kern4.5em 4000<\mathit{\operatorname{Re}}<40000, $$
$$ {C}_1=0.0239\&n=0.805\kern3.75em 40000<\mathit{\operatorname{Re}}<400000 $$

Heat transfer coefficient from absorber tube to transparent glazing

$$ {h}_1=0.026\ \mathrm{W}/{\mathrm{m}}^2\mathrm{K}\left( with vacuum\right)\ and\ 5\kern0.50em \mathrm{W}/{\mathrm{m}}^2\mathrm{K}\ \left(\mathrm{without}\ \mathrm{vacuum}\right) $$
(22)

Heat transfer coefficient form absorber tube to flowing air

$$ {h}_2=\frac{Nu\times {K}_a}{D_2} $$
(23)
$$ Nu=0.0214\left({\mathit{\operatorname{Re}}}^{0.8}-100\right){\mathit{\Pr}}^{0.4} $$
(24)

When 0.5 < Pr < 1.5 & 104 < Re < 5*106.

These four energy balance equations are coupled and solved numerically by using all given relations.

The physical properties of fluid are assumed to vary linearly with temperature within the range encountered in solar air heaters. Therefore, typical linear equations for the viscosity, density, thermal conductivity and specific heat of air are implemented in the theoretical procedure. The following are assumed for [4, 35, 36].

$$ \upmu =\left[1.983+0.00184\left({\mathrm{T}}_{\mathrm{in}}-27\right)\right]\times {10}^{-5} $$
(25)
$$ \uprho =1.1774-0.00359\left({\mathrm{T}}_{\mathrm{in}}-27\right) $$
(26)
$$ k=0.02624+0.0000758\left({\mathrm{T}}_{\mathrm{in}}-27\right) $$
(27)
$$ {\mathrm{C}}_{\mathrm{P}}=1.0057+0.000066\left({\mathrm{T}}_{\mathrm{in}}-27\right) $$
(28)

3 Method of solution

For obtaining precise results, the collector is divided into N fine horizontal elements in order to solve the system on every element while considering that the exit of the jth element is the entrance for the following element as shown in Fig. 3. The energy conservation equations are solved by using the iterative numerical method. The axial coordinate is approximated as x = jΔx, j = 0, 1, 2, 3........N. Then T1(x) = T1(jΔx) = T1,j. Similarly for T2,j, T3, j, and T4, j. For the initial boundary condition j = 0 at x = 0, T4(0) = T4,0. With this value, and using the iterative numerical method to solve the set of equations, the values of T3,0, T2,0 and T1,0 are found. Now, by applying the Euler method to Eq. 4, T4, j + 1 is obtained as

$$ {\mathrm{T}}_{4,\mathrm{j}+1}={\mathrm{T}}_{4,\mathrm{j}}-{\mathrm{H}}_4\left({\mathrm{T}}_{3,\mathrm{j}}-{\mathrm{T}}_{4,\mathrm{j}}\right) $$
(29)
$$ \mathrm{Where}\ {H}_4=\left(\Delta \mathrm{x}\right)\times \left({\mathrm{h}}_4\right) $$
(30)
Fig. 3
figure 3

Schematic diagram of collector element

Substituting the values of T3,0 and T4,0 in Eq. 29, T4,1 is obtained. Similarly, the values of T4,2, T4,3....................T4,13 can be obtained.

A program of resolution on JAVA language has been developed for this problem and procedure is employed to solve the energy balance equations at different elements along the length of CCGT as shown in Fig. 4.

Fig. 4
figure 4

Flow diagram for JAVA code

4 Experimental setup and test

To validate the above JAVA simulation program an experimental setup of a CCGT is mounted at NIT Kurukshetra, India [29°58′ (latitude) north and 76°53′ (longitude) east].

A CCGT was installed on a rigid iron frame and titled at 30° relative to horizontal surface with south facing shown in Fig. 5 and material used in fabrication of CCGT is listed in Table 1. The air flow measurement is taken with anemometer of model AM-4208 with an accuracy of ±2% and resolution of 0.1 m/Sec. The incident solar radiation is measured by a pyranometer of model CM 11, Kipp and Zonen, Holland with an accuracy of ±2 W/m2 and resolution of 1 W/m2. Finally, RTD PT 100 temperature sensors are used to measure temperature of air at different points. The temperature sensors are connected to a digital temperature indicator that gives the temperature with a resolution of 0.1 °C.

Fig. 5
figure 5

Schematic diagram of experimental setup of concentric coaxial glass tube solar air collector

Table 1 Materials of the CCGT

The experimental test was achieved in order to determine the exit air temperature at different parameters. The data were recorded after every half an hour from 8:30 h (morning) to 5:00 h (evening). The results are shown in Fig. 6.

Fig. 6
figure 6

Variation of exit air temperature difference with solar intensity: comparison between experimental data and simulation results

5 Validation of the model

In order to verify the accuracy of the model, the comparisons of the simulated results with results given by the experimental test carry out at approximately similar parametric conditions is presented in this section. The parametric values are given in Table 2.

Table 2 Numerical values of the parameters used in the model

Figure 6 shows the variation of exit air temperature (simulated and experimental data) with time, solar intensity and ambient temperature. It is seen that the modelled values of exit air temperature follow the same trend as the experimentally measured values with good agreement, about 4–5% points. From Fig. 6 it is clearly observed that model slightly overestimate the measured values. A difference between measured and simulated values is perceived, about 5–6% points, which corresponds to a temperature difference of 1–4 °C. The mismatch between the simulated and experimental results is mainly attributed to experimental errors which are a function of the accuracy of the measurement and unstable weather conditions.

6 Results and discussion

The performance of the CCGTSAC was studied over a wide range of thirteen different parameters. Each parameter was varied, keeping the others constant as shown in Table 2. Spatial discretization was performed with thirteen elements located every 0.1 m along the tube. Some of the salient results are discussed below.

6.1 Effect of transparent glazing size on exit air temperature

Figure 7 indicates that variation of heat absorbed by air with an increase in the intensity of solar radiation. It could be observed from this figure that at maximum solar intensity, more heat was absorbed by the air. Results found that the exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.8 °C and 44.1 °C when glazing radius was 0.028 m, 14.9 °C, 29.8 °C and 43.9 °C when glazing radius was 0.029 m, 14.9 °C, 29.7 °C and 43.9 °C when glazing radius was 0.030 m, 14.9 °C, 29.6 °C and 43.8 °C when glazing radius was 0.031 m, 14.8 °C, 29.4 °C and 43.7 °C when glazing radius was 0.032 m. That is, transparent glazing size has no significant effect on increasing the exit air temperature. Exit air temperature decreases with an increase in the transparent glazing size because convective heat loss increases between the absorber coating and transparent glazing. So, with increase in the transparent glazing size leads to increase the covered area by the collector with decrease in exit air temperature.

Fig. 7
figure 7

Influence of transparent glazing size on exit air temperature difference at different solar intensity

6.2 Effect of absorber tube size on exit air temperature

Figure 8 shows that the size of absorber tube has a strong influence on the thermal performance of CCGT. Results found that the exit air temperatures difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.7 °C and 43.9 °C when absorber tube radius was 0.019 m, 16 °C, 32.2 °C and 47.8 °C when absorber tube radius was 0.021 m, 17.5 °C, 34.5 °C and 51.4 °C when absorber tube radius was 0.023 m, 18.7 °C, 37.1 °C and 55 °C when absorber tube radius was 0.025 m, 20 °C, 39.6 °C and 58.4 °C when absorber tube radius was 0.027 m. As can be seen from the Fig. 6, exit air temperature increases with the increase of the absorber tube size. This is due to the increase of absorber tube size, on one hand, increasing the contact surface between air and absorber tube wall and then resulting in heat transfer enhancement, on the other hand, increasing the external surface area of the absorber tube so as to increase the effective absorber area and then helping air to absorb more heat.

Fig. 8
figure 8

Influence of absorber tube size on exit air temperature difference at different solar intensity

6.3 Effect of length of CCGT on exit air temperature

Figure 9 shows that the length of CCGT has a strong influence on the thermal performance of CCGTSAC. It is found from the Fig. 9 that exit air temperature increases nonlinearly along the axial direction of CCGT. Results found that the exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.7 °C and 43.9 °C for length of CCGT was taken to 1.2 m. This is because absorber surface and resistance time of air increases with an increase in the length of the CCGT.

Fig. 9
figure 9

Influence of length of CCGT on exit air temperature difference at different solar intensity

6.4 Effect of thickness of absorber tube on exit air temperature

Figure 10 shows that the air temperature increases with increase of solar irradiation falls on the CCGTSC. Results found that the exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.8 °C and 44.1 °C when absorber tube thickness was 0.001 m, 14.9 °C, 29.7 °C and 43.9 °C when absorber tube thickness was 0.002 m, 14.8 °C, 29.6 °C and 43.9 °C when absorber tube thickness was 0.003 m, 14.8 °C, 29.5 °C and 43.7 °C when absorber tube thickness was 0.004 m and 14.7 °C, 29.5 °C and 43.7 °C when absorber tube thickness was 0.005 m respectively. Results revealed that no significant effect of the thickness of the absorber tube on the performance of CCGTSC because solar radiation falls on the absorber tube was first absorbed by the coating of negligible thickness and then transfer it to the inner surface of the absorber tube by conduction. This heat energy was absorbed by flowing air through convection. The heat transfer coefficient between the absorber tube wall and flowing air was low and solar radiations fall on the absorber tube consistently that’s why the temperature of the inner surface of the absorber tube was constant with the variation of the thickness of the absorber tube.

Fig. 10
figure 10

Influence of thickness of absorber tube on exit air temperature difference at different solar intensity

6.5 Effect of absorptivity of transparent glazing on exit air temperature

Figure 11 shows that temperature difference of exit air were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.7 °C and 43.9 °C for ⍺1 = 0.05, 14.2 °C, 28.8 °C and 42.6 °C for ⍺1 = 0.10, 13.9 °C, 27.9 °C and 41.5 °C for ⍺1 = 0.15, 13.3 °C, 27.1 °C and 40.2 °C for ⍺1 = 0.20 and 13 °C, 26.1 °C and 38.9 °C for ⍺1 = 0.25, respectively. Results revealed that the influence of the absorptivity of transparent glazing on the exit air temperature was significant. Exit air temperature decreases with an increase in the absorpitivity of transparent glazing with minimizing the transmissivity by keeping reflectivity constant because the amount of solar intensity reaches to the absorber coating decreases.

Fig. 11
figure 11

Influence of absorptivity of transparent glazing on exit air temperature difference at different solar intensity

6.6 Effect of transmissivity of transparent glazing on exit air temperature

Figure 12 revealed that exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 8.6 °C, 16.7 °C and 25.2 °C at τ1 = 0.50, 9.9 °C, 20.2 °C and 28.2 °C at τ1 = 0.60, 11.7 °C, 23.2 °C and 34.7 °C at τ1 = 0.70 and 13.2 °C, 27.2 °C and 42.3 °C at τ1 = 0.80, 14.9 °C, 28.7 °C and 43.9 °C at τ1 = 0.90, respectively. The results indicated that the thermal performance of the CCGTSC increases with increase of the transmissivity of the glazing due to increase in useful heat gain. Because with an increase of the transmissivity of the glazing leads to transmit maximum solar radiations through them with minimum reflectivity and maximum solar radiation absorbs by the absorber coating and converted into heat energy.

Fig. 12
figure 12

Influence of transmissivity of transparent glazing on exit air temperature difference at different solar intensity

6.7 Effect of emissivity of absorber coating on exit air temperature

Figure 13 revealed that exit air temperature difference on the thermal performance of the CCGTSAC were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.7 °C and 43.9 °C for ɛ2 = 0.75, 14.9 °C, 29.7 °C and 43.9 °C for ɛ2 = 0.80, 14.9 °C, 29.7 °C and 43.9 °C for ɛ2 = 0.85, 14.9 °C, 29.7 °C and 43.9 °C for ɛ2 = 0.91 and 14.9 °C, 29.7 °C and 43.9 °C for ɛ2 = 0.95. Results show that the influence of the emissivity of absorber coating was not significant because there was no change in exit air temperature difference with an increase in the emissivity of the absorber coating of the CCGTSC. Due to the presence of the glazing, radiation emitted by the absorber coating in the form of long wavelength which are trapped between the glazing and the absorber coating.

Fig. 13
figure 13

Influence of emissivity of the absorber coating on exit air temperature difference at different solar intensity

6.8 Effect of absorptivity of absorber coating on exit air temperature

Figure 14 revealed that exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 12.5 °C, 25.2 °C and 37.5 °C at ⍺2 = 0.75, 13.1 °C, 26.2 °C and 38.9 °C at ⍺2 = 0.80, 13.9 °C, 27.8 °C and 41.2 °C at ⍺2 = 0.85 and 14.9 °C, 29.7 °C and 43.9 °C at ⍺2 = 0.91, 15.5 °C, 30.9 °C and 45.5 °C at ⍺2 = 0.91, respectively. The results indicated that the thermal performance of the CCGTSC increases with increase the absorptivity of the absorber coating due to increase in useful heat gain. Because with an increase in the absorptivity of the absorber coating of the CCGT leads to absorb maximum solar radiations and convert into heat energy.

Fig. 14
figure 14

Influence of absorptivity of absorber coating on exit air temperature difference at different solar intensity

6.9 Effect of variation of inlet temperature or ambient temperature of air on exit air temperature

Figure 15 shows that the temperature increases with increase of solar radiation falls on the CCGTSC. In the case where the inlet temperature of the air is the same as the ambient temperature and the results found that the exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 15 °C, 30.1 °C and 44.9 °C when Ta = Tin was 18 °C, 14.9 °C, 29.9 °C and 44.5 °C when Ta = Tin was 24 °C, 14.9 °C, 29.7 °C and 43.8 °C when Ta = Tin was 30 °C, 14.7 °C, 29.3 °C and 43.5 °C when Ta = Tin was 36 °C, 14 °C, 29 °C and 42.7 °C when Ta = Tin was 42 °C. The results revealed that the exit air temperature difference decreases with increase in inlet air temperature or ambient air temperature, especially, for the larger values. Because when inlet air temperature increase leads to decrease the temperature gradient between the absorber tube wall and air flowing through the absorber tube. So, less amount of heat exchange takes place.

Fig. 15
figure 15

Influence of inlet air temperature or ambient air temperature on exit air temperature difference at different solar intensity

6.10 Effect of mass flow rate on exit air temperature

Figure 16 shows that the exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 17.4 °C, 34.6 °C and 49.2 °C for ṁ = 0.0558 kg/s/m2, 14.9 °C, 29.7 °C and 43.9 °C for ṁ = 0.0663 kg/s/m2, 14.6 °C, 29 °C and 43.3 °C for ṁ = 0.0677 kg/s/m2, 12.3 °C, 25.8 °C and 38.6 °C for ṁ = 0.0824 kg/s/m2and 8.7 °C, 17.3 °C and 26.7 °C for ṁ = 0.1368 kg/s/m2. Results revealed that a remarkable fall in the exit air temperature with increase in mass flow rate. This is due to increase in the heat capacity of air at same solar heat input and leads to less resistant time of the air to take heat from heated absorber tube wall. Hence, the exchange of heat between the air and absorber tube wall decreases with increase in mass flow rate of air. So, high flow rates are not recommended for the better performance of the CCGTSC.

Fig. 16
figure 16

Influence of mass flow rate on exit air temperature difference at different solar intensity

6.11 Effect of variation of thermo-physical properties of air on exit air temperature

Figure 17 shows that exit air temperatures were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 10.4 °C, 21 °C and 31.6 °C when considering thermo-physical properties of air at Ta = 18 °C and 10.3 °C, 20.9 °C and 31.1 °C when considering thermo-physical properties of air at Ta = 24 °C, 10.2 °C, 20.6 °C and 30.7 °C when considering thermo-physical properties of air at Ta = 30 °C, 10 °C, 20.2 °C and 30.2 °C when considering thermo-physical properties of air at Ta = 36 °C, 9.7 °C, 19.9 °C and 29.8 °C when considering thermo-physical properties of air at Ta = 42 °C. Results revealed that the density of the air increases with an increase in the temperature of the air, but viscosity, thermal conductivity and specific heat of air decreases with an increase in the temperature of air. Due to this variation in the thermo-physical properties of the air lead to decrease in the exit air temperature difference as compared to exit air temperature difference obtained with constant thermo-physical properties at different inlet air temperature. Hence, thermo-physical properties play an important role to enhance the thermal performance of the CCGTSAC.

Fig. 17
figure 17

Influence of thermo-physical properties of air on exit air temperature difference at different solar intensity

6.12 Effect of wind speed on exit air temperature

Figure 18 revealed that exit air temperature difference were measured at G = 300 W/m2, G = 600 W/m2 and G = 900 W/m2 were 14.9 °C, 29.7 °C and 43.9 °C at u wind = 1 m/Sec, 14.4 °C, 29 °C and 43.1 °C at u wind = 1.5 m/Sec and 14.2 °C, 28.3 °C and 42.5 °C at u wind = 2 m/Sec and 14.2 °C, 28.3 °C and 42 °C at u wind = 2.5 m/Sec and 14.1 °C, 28 °C and 41.7 °C at u wind = 3 m/Sec respectively. The results indicated that wind speed has no significant influence on the thermal performance of the CCGTSC because to reduce the effect of wind speed on the CCGTSC provides transparent glazing on the absorber tube for minimizing the convective heat losses due to direct contact with the wind.

Fig. 18
figure 18

Influence of wind speed on exit air temperature difference at different solar intensity

6.13 Effect of vacuum present between the absorber glass tube and transparent glazing on exit air temperature

Figure 19 shows vacuum present between the absorber glass tube and transparent glazing has a significant effect on the thermal performance of CCGTSAC. Figure revealed that exit air temperature difference were measured at G = 300 W/m2, G = 450 W/m2, G = 600 W/m2, G = 750 W/m2 and G = 900 W/m2 were 14.9 °C, 22.2 °C, 29.7 °C, 37 °C and 43.9 °C when collector operates at without vacuum condition but 17.5 °C, 26.2 °C, 37.5 °C, 43 °C and 51.2 °C when collector operates at with vacuum conditions. Results show that the vacuum condition gives better results as compared to without vacuum condition because convective losses between the absorber coating to transparent glazing decreases with the presence of vacuum. This leads to increase the surface temperature of the absorber coating and transfer more heat to the air as compared to without vacuum condition.

Fig. 19
figure 19

Influence of vacuum present between absorber glass tube and transparent glazing on exit air temperature difference at different solar intensity

Table 3 presents a comparison of model results of the present study with the simulation results in the literature. Through many results of earlier studies that have the same objectives are comparable, there are additional results from the simulation presented here, especially those related to the influence of performance solar radiation, mass flow rate, wind speed, thermo-physical properties of air, ambient temperature/ inlet temperature. Some other outputs could not be compared as similar information is not available in the literature.

Table 3 Comparison of simulation results of present study with past studies

7 Conclusions

A mathematical model based on energy balance equations for CCGT has been developed to predict its thermal behaviour over a wide range of different parameters. Results of the model were used to show the effects of key parameters on the performance of a CCGTSAC for an exit air temperature difference of 14.9 °C to 58.4 °C, aimed at its use as solar air heater for various domestic and industrial applications. In conclusion, the main results from this paper are summarized below:

  • Exit air temperature increases with increase in solar intensity and become maximum when the solar intensity is maximum.

  • The absorber tube size has the strong effect on the exit air temperature instead of transparent glazing size.

  • Exit air temperature increases with increase in the length of CCGT.

  • When the thickness of the absorber tube is increased, the strength of the tube increases without significant influence the exit air temperature.

  • Ambient temperature or inlet air temperature has the strong effect on the exit air temperature instead of wind speed.

  • Exit air temperature decreases with increase in the air mass flow rate. Low mass flow rate is used to obtain high exit air temperature.

  • Absorptivity of transparent glazing and absorber coating has strong effect on the exit air temperature. Exit air temperature decreases with increase in absorptivity of the transparent glazing but increases with increase in absorptivity of the absorber coating.

  • The emissivity of absorber coating has no significant effect on the exit air temperature but increases with increase in transmissivity of the glazing have strong effect on the exit air temperature.

  • CCGTSAC gives better results in case of vacuum present between absorber tube and transparent glazing as compare to no vacuum condition.

7.1 Future scope

For domestic and industrial applications, a modified system can be developed to minimize the overall cost and to improve the efficiency of the CCGTSAC by using all significant parameters.