1. Introduction
In water resource engineering, fluid flows have two models. They are pressurized and free surface flow models. These applications can be seen in irrigation systems, treatment plants, and hydraulic structures [
1]. Fluid flows can exhibit single-phase or two-phase flow characteristics. In particular, air–water mixtures are used to transfer oxygen from the atmosphere in aeration systems. Aeration is generally carried out for oxygen transfer to water, mixing, and flotation [
2]. Besides traditional aerators like mechanical aerators and pressurized diffusers, water jet aeration systems are also used. Water jets play a significant role in air transmission, dispersing transmitted air as air bubbles within the water mass and effectively contacting the air–water mixture. In practical applications, jet aerators are used in the field of chemical engineering for mixing processes and enhancing gas–liquid transfer. In environmental engineering, they are preferred for mixing and oxygen transfer processes in drinking water and wastewater treatment plants [
3]. Moreover, Venturi-type aerators have become widely used in recent times. In these flow systems, the air absorbed depending on various parameters enters the system as small bubbles [
4].
Integrating different scale designs of system elements of this study into experimental setups may be the subject of subsequent studies. It is also thought that the dimensionless equations obtained in the article will contribute to the analysis of experimental accuracy.
This thesis aims to experimentally investigate the variations in exit flow values and behaviors of water and air–water mixture flow models passing through a horizontally placed manifold pipe system according to different port exit diameters.
In this study, Venturi aerators for air transfer and a manifold with different port exit diameters were used. In these systems, a transition from high-pressure two-phase flow to low-pressure flow occurs [
5].
The experimental infrastructure of the study aims to investigate the variations in exit flow values and behaviors of water and air–water (two-phase) mixture flow models passing through a horizontally placed manifold pipe system according to different port exit diameters. In this context, the effect of different air–water flow rates on the manifold port exit diameters and exit flows will be compared with measurements of exit jet lengths. The most fundamental results aimed to be achieved will be to investigate the most ideal system performance ensuring homogeneous manifold port exit flows.
Additionally, it is planned to investigate the air transfer efficiency corresponding to varying water flow rates using two different types of Venturi devices in this study.
Homogeneous water distribution in irrigation systems plays a critical role in the optimal use of irrigation water, directly affecting water use efficiency and crop production. To evaluate the effects of wind on sprinkler water distribution, it is important to measure on-site water distribution under different wind conditions and then calculate the parameters that describe water distribution. The study by Carrión, Tarjuelo, and Montero (2001) [
6] enhances the SIRIAS simulation model for sprinkler systems, which can be used for the design of new irrigation systems or the improvement of existing ones. The model, which simulates the trajectories of droplets sprayed by sprinklers using ballistic theory, employs a new air resistance coefficient formulation to calculate wind-disturbed water distribution. Additionally, it offers three options to account for evaporation and drift losses during the irrigation process. The SIRIAS software (version 2000) was developed for Windows 95, 98, and NT using the Delphi programming language.
In the study conducted by Issaka et al. (2018) [
7], significant challenges encountered in addressing the impact of climate change on agricultural production through sprinkler irrigation were discussed. It was emphasized that optimizing the performance of fixed water distribution devices in smart sprinkler irrigation systems under low pressure justifies the investment cost and achieves the desired droplet sizes that minimize evaporation losses and wind-induced distribution distortions while maintaining large throw distances.
The study by Kaur et al. (2020) concluded that the adoption of micro-sprinkler irrigation, compared to traditional irrigation methods, results in increased water use efficiency (60–80%), water savings (20–60%), reduced fertilizer requirements (20–33%), higher quality crop production, and increased yield (7–25%) [
8].
The study by Subaschandar and Sakthivel (2016) [
9] used computational fluid dynamics (CFD) methodology to analyze the flow characteristics within a manifold. It was found that the original geometry exhibited flow non-uniformity in terms of mass flow rates and outlet temperatures. The minimal mixing of hot and cold-water flows within the manifold led to erroneous distributions in mass flow rates and temperatures at the outlets. Based on preliminary results, a design modification was implemented by adding two humps to the vertical pipe along the flow direction. The results showed a significant reduction in the erroneous distribution of mass flow rates and temperatures at the outlets. This simple design modification was shown to improve flow quality by providing nearly equal mass flow rates and temperatures at the outlets. The study demonstrated that the CFD methodology could be effectively and successfully used to analyze and improve flow quality within a manifold.
The study by Hassan et al. (2014) [
10] aimed to evaluate the hydraulic parameters of the manifold to achieve uniform mass flow at the manifold outlet. In this study, CFD simulation and experimental data were conducted with different outlet configurations, namely, circular and conical sections. While severe maldistribution was obtained at the outlet of the circular-sectioned manifold, uniform flow was achieved in the conical-sectioned manifold. A numerical model was used to predict the flow along each lateral for three different Reynolds numbers (100,000, 150,000, and 200,000), and it was found that the results exhibited the same trend when compared with experimental data. The study concluded that flow distribution in manifolds is independent of the Reynolds number, as the Reynolds number had a minimal effect on the uniformity of mass effusion from the outlets.
The study by Alawee, Hassan, and Mohammad (2021) [
11] examined the methodology of flow uniformity at the distribution manifold inlet, which expresses the variability in the inlet area. The baseline case for these variabilities has a diameter of 100 mm, and the range is between 100 and 50 mm. The diameter of the distribution manifold (D1) was kept constant, and the flow entered the manifold at a right angle. For all cases, the inlet water flow rate was 790 L/min. The results of this study showed that the methodology of changing the cross-sectional area from the main pipe to the manifold is a negative step in the quest for flow uniformity, as the irregularity coefficient increased from 0.3 to 0.401.
The study by Jiang et al. (2022) [
12] aimed to determine the role of area ratio (AR) and Reynolds number in the distribution of flow and pressure within a partition manifold. For this purpose, five different models were used for analysis under test conditions. The first physical model consisted of a main manifold with a diameter of 101.6 mm (4 inches) in a regular longitudinal section and five laterals with a diameter of 50.8 mm (2 inches) spaced 220 mm apart. This model was used to determine the magnitude of distributed flow that typically occurs in this type of design. The other four models used different diameters, with header diameters of 101.6, 76.2, and 50.8 mm and lateral diameters of 50.8, 38.1, and 25.4 mm. These models were used to test flow and pressure distribution based on AR. Three different values of inlet flow rates, 625, 790, and 950 L/min, were examined with the models used. The results indicated that the AR parameter has a significant effect on the uniformity of flow from the manifold; as AR decreased from 0.48 to 0.13, flow uniformity increased by 76%. It was found that within the tested Reynolds numbers (50,000–200,000), the degree of consistency in mass discharge from the laterals was not affected.
The study by Han et al. (2005) revealed that sludge accumulation on the membrane surface decreased with increasing aeration rates (0–25 L/min), but this effect did not increase linearly with the aeration rate and was neglected when the critical aeration rate was exceeded [
13].
In the study conducted by Brijesh and Sagar (2016), the effects of changes in geometrical parameters (diffuser angle) on its performance were investigated. A series of experiments were conducted to study the performance of jet pump. The performance of a jet pump is defined by three sets of curves, namely, flow rate outlet, input power outlet, and efficiency outlet. Changing the diffuser angle will affect the jet pump behavior. It was found that the Venturi diffuser angle is an important geometrical parameter to characterize the maximum suction head of the jet pump [
14].
Mayer, Braun, and Fuchs [
15] optimized not only the aeration rate but also the diffuser nozzles delivering air to the membrane surface. The uniform aeration distribution of 10 different aeration elements, including injectors, tubes, disks, and membrane diffusers with orifice diameters ranging from 0.05 mm to 4 mm, was investigated. According to this study, micro-membrane diffusers provided uniform aeration along the tubular membrane module, but these diffusers were the most complex aeration elements examined, and their effectiveness in reducing membrane fouling was not evaluated.
In the study titled “Remote Controlled Automatic Irrigation System Design and Implementation” by Çakır et al., a remote-controlled automatic irrigation system was implemented with the PIC 16F877 microcontroller control circuit [
16].
Sudharshan et al. (2019) have worked on the idea of automatic irrigation systems. They used three important sensors in the system. These sensors are soil moisture sensor, humidity sensor, and temperature sensor. They examined the data they obtained by using these sensors. They provided the power needed in the system they designed from solar panels. Thanks to the automatic smart irrigation system, they determined how often the land would be irrigated with the data they received from various sensors such as fuzzy logic, humidity, and DHT sensors. With the system they designed, they prevented a significant waste of resources and reduced the need for manpower, allowing more land to be used [
17].
In the study conducted by Steven R. (2008), the researchers performed dimensional analysis with a Venturi meter placed in horizontal flow. The derived dimensional groups were compared with Doppler meter output data, and correlations were established. As a result of the results, the obtained dimensionless numbers can be used in industrial processes. It was seen that horizontal flows are preferable in two-phase flows and should be explored in possible future studies [
18].
An experimental study on the breakup of a turbulent round-water jet in still air with a nozzle Reynolds number of 145,600 and Weber number of 10,400 is reported. The visual structure of the falling water jet was recorded by a high-speed camera, and the characteristics of the falling jet were investigated. As the jet traveled from the nozzle, initial surface disturbances grew, and the lateral oscillation of the jet surface was amplified. The jet thickness initially increased and then decreased because of the combined effects of lateral turbulence fluctuation and gravitational acceleration. The amplitude of the surface disturbance grew in an exponential form. Based on the averaged transverse-water distribution, the water jet spreading rate was found to vary between 0.5 and 1.8%, and the decay of the jet water core had an average value of 0.7%. The onset of jet breakup was found at a distance of approximately 100 times the nozzle diameter. A theoretical model was developed for predicting the onset of jet breakup by comparing the dynamic air pressure with the restraining surface tension pressure. The velocity of the water drops released after breakup was measured and found to be approximately 0.8 times the local jet velocity [
19].
3. Results and Discussion
Experimental measurements were conducted on the experimental setups, and the schematic diagrams are presented in
Figure 2 and
Figure 3. The experimental measurements primarily consisted of water flow rate and water jet length. The results obtained from these measurements are graphically expressed.
Furthermore, the effects of differently designed experimental setups on the water and air–water (two-phase) mixture flow models, as well as the changes in the outlet flow values and behaviors, were experimentally investigated for different port exit diameters. The impact of different air–water flow rates on the outlet flows and manifold port exit diameters were compared using measurements of the outlet jet lengths. The experimental results obtained were conducted with different manifold types and Venturi devices and presented graphically, thus enabling data interpretation. Additionally, dimensionless parameter analyses and numerical modeling studies were performed. With the data obtained from the experiments tested with different flow rates using the Venturi Type 1 device, a dimensionless equation was created as dport/Ljet = 0.0008(Qs/Qa)2 − 0.0133(Qs/Qa) + 0.0697. With the data obtained from the experiments tested with different flow rates using the Venturi Type 2 device, a dimensionless equation was created as dport/Ljet = 0.0046(Qs/Qa)2 − 0.0626(Qs/Qa) + 0.2244. The dimensionless parameters obtained and the numerical modeling studies allow for the prediction of results for untested conditions.
During the experimental studies, it was observed that the water jets exiting from the manifold ports fragmented and subsequently formed droplets. It was determined that such formations occur, especially in two-phase flows. The cause of jet breakup and droplet formation is thought to be related to jet stability, two-phase characteristics, port exit diameters, and velocities. The significant results obtained from these findings are listed in the following section.
In the experimental studies, the water jet lengths corresponding to each flow rate in different manifold types at low flow rates were measured as homogeneous (close to each other in length) (
Figure 11,
Figure 12,
Figure 13 and
Figure 14).
Analyses can be conducted with experimental setups of different sizes (increased main manifold pipe diameter and port outlet diameter) and at various flow rates (increased velocities). The experimental setup can be integrated into water-immersed systems for further studies. Hydraulic erosion characteristics can be investigated in an integrated system filled with a newly designed fine sand reservoir.
4. Conclusions
The two-phase system (equipped with a Venturi device) was initially operated at various d/D ratios, with values recorded below 0.4. The first critical value of this ratio was determined to be d/D = 0.433. At this critical value, a water flow was observed in the system.
The results obtained from the experimental study indicate that uniform jet exit lengths are achieved at low flow rates. When the main manifold flow velocity V was between 1.5 and 2 m/s, the system exhibited stable operation and produced high jet lengths. Additionally, it provided suitable operating conditions for d/D = 0.433. The system did not meet two-phase flow conditions at ratios below this critical value. The system does not show a smooth flow pattern with Venturi devices for d/D < 0.433. The low flow rates used in this study’s experimental sets are considered an important parameter for the design of micro irrigation systems depending on the critical d/D ratio of the system.
As expected, a flow velocity of around 1−2 m/s, which is considered ideal for low head losses in hydraulic systems, was also observed in this study.
The fundamental parameters identified for the system were d, D, Lj, Qs, and Qa.
Based on the main manifold flow velocities of V1 = 1.34 m/s, V2 = 1.64 m/s, V3 = 1.86 m/s, and V4 = 2.20 m/s in this study, Reynolds numbers of 16,850, 20,620, 23,388, and 27,663 were obtained, respectively.
In the study, the air suction flow rate measured in both Venturi devices increases with increasing flow rate. It was also observed that the water jet lengths increase in a similar way.
During the experimental studies, it was observed that the water jets discharged from the manifold ports fragmented and subsequently formed droplets. These formations were particularly observed in two-phase flows.
The parameters Qs/Qa and dport/Ljet were investigated as the most suitable candidates. Accordingly, the correlation coefficient R² of the equation developed for Venturi Type 1 was calculated as 0.541. Additionally, the correlation coefficient R² of the equation developed for Venturi Type 2 was calculated as 0.689. It is thought that the factors affecting the results of the experimental study are measurement errors, calibration problems, and especially jet characteristics (port exit diameter, jet breakup, jet fragmentation, and droplet formation).