Startseite A review of single flow, flow boiling, and coating microchannel studies
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A review of single flow, flow boiling, and coating microchannel studies

  • Hasan Qahtan Hussein EMAIL logo , Ekhlas M. Fayyadh und Moayed R. Hasan
Veröffentlicht/Copyright: 18. Juni 2024
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Abstract

The objective of this review article is to provide a comprehensive analysis of the latest research on microchannel heat sinks, with a particular focus on single-phase flow, flow boiling, and coating microchannels. The review aims to highlight the progress made in this field and identify the challenges that need to be addressed to promote the widespread adoption of microchannel heat sinks. The review article examines the research on microchannel heat sinks and analyzes the findings related to single-phase flow, flow boiling, and coating microchannels. The analysis of single-phase flow in microchannels covers the impact of various parameters, including channel size, fluid properties, and flow conditions, on the heat transfer rate. The analysis of flow boiling in microchannels includes the identification of the potential advantages and challenges associated with this technique, as well as the strategies developed to mitigate these issues. The analysis of coating microchannels examines the effects of surface coatings on flow behavior and heat transfer performance. The review finds that microchannel heat sinks have gained significant attention due to their potential for high heat transfer rates in a compact size. The analysis of single-phase flow reveals that the heat transfer rate is proportional to the channel diameter and inversely proportional to the fluid viscosity. Increasing the flow rate results in higher heat transfer rates and pressure drops. The analysis of flow boiling reveals that this technique can significantly increase the heat transfer rate compared to single-phase flow. However, it can also lead to flow instability, wall superheat, and premature drying. The review identifies strategies to mitigate these issues, including using different surface coatings, enhancing nucleation, and optimizing channel geometry. The analysis of coating microchannels shows that coatings can alter the surface energy, wettability, and roughness of the channel walls, affecting the flow behavior and heat transfer performance. Coatings made from materials such as metals, polymers, and self-assembled monolayers have been investigated, and their effects on the flow of boiling heat transfer have been analyzed. The review highlights the need for further research to address the challenges associated with microchannel heat sinks, including flow instability and premature drying. Additionally, the review suggests that there is a need for more comprehensive studies on the effects of different surface coatings on flow behavior and heat transfer performance. Future research can also explore the potential of other materials for coating microchannels and investigate new strategies to optimize channel geometry and enhance nucleation. The review article concludes that the progress made in understanding microchannel heat transfer is significant, but further research is necessary to realize the full potential of microchannel heat sinks.

1 Introduction

The article has three main sections: single-flow, flow-boiling, and coating microchannel studies. In each section, the authors comprehensively review the relevant literature, summarizing the essential findings and highlighting areas where further research is needed. In the section on single-flow microchannel studies, the authors discuss studies investigating fluid flow and heat transfer characteristics for microchannels when a single fluid is flowing through them. The flow boiling microchannel studies section focuses on research investigating microchannels’ heat transfer and fluid flow characteristics when boiling occurs. Finally, the section on coating microchannel studies reviews research that has examined the effects of coatings on the heat transfer and fluid flow characteristics of microchannels. Overall, the article provides a valuable resource for researchers in microchannel heat transfer and fluid flow and engineers and designers working on developing microchannel-based devices and systems [1].

According to Kandlikar [2], when single-phase flow is employed in microchannels, heat dissipation, a crucial design factor for small heat exchangers, can increase to as much as 10 MW/m2. Additionally, there is a significant pressure decrease and an uneven temperature distribution. On the other hand, flow boiling may achieve a significantly higher heat transfer rate with improved axial temperature regularity, low mass flux, and low-pressure drop or less pumping power. Furthermore, some concerns include flow instability, significant wall superheat at a start for nucleated boiling, early drying-out, and a lack of knowledge of the microchannel flow boiling features that hinder the microchannel heat sink from being widely used. Because of the aforementioned factors, this section critically analyzes the single-phase flow, flow boiling works, and microchannel augmentation methods.

2 Heat transfer of single-phase micro-channel

In the single phase, many investigators tested flow and heat transmission in microchannels. It is explained why some of the findings contradict the conventional theory. This could be due to various factors influencing the experimental results, including microchannel surface roughness, temperature-dependent physical characteristics, surface physical effects, measurements errors, and fabrication processes. It is unknown that elements influence microchannels’ flow and heat transfer conduct. Once employing traditional fabrication methods, surface roughness may be a significant issue affecting heat and flow transmission in microchannels, as shown in Table 1 [3]. They used deionized (DI) water as the working fluid in the circular micro pipes to study the effects of the substrate materials with varied roughness through the flow parameters. Stainless steel and fused silica micropipes with 1.36 and 1.7% relative roughness were utilized. The friction factor in the laminar area was discovered to be larger than the conventional theory expected. The findings of this experiment showed that laminar-to-turbulent flow happened between 300 and 1,500. According to the authors, surface roughness was thought to influence the change significantly. However, prior knowledge of the effect on thermo-hydraulic properties was required for the limitation in heat exchanger sizing [4]. A number of researchers have examined single-phase microchannel heat exchangers’ thermo-hydraulic performance like Qu and Mudawar [5], as shown in Figure 1.

Table 1

Published work on the heat transfer single-phase microchannels in relevant scientific literature

Authors Substances/ D h ( μ m)/geometry Working fluid Roughness’s Operational condition
Mala and Li [3] Fused silica/(50, 76,80, 101, 150, 105, 250) stainless steel/(63, 101, 130, 152, 203,254) DI water Relative surface roughness (1.36–1.71)% Re (50–2,100)
Qu and Mudawar [5] Oxygen-free copper/349 DI water Re (139 to 1,672)
Owhaib and Palm [6] stainless steel 1,700–800 R134a Re (0 to 1,500) 6 to 552 mL/min
Lee et al. [7] Copper 318 to 903 DI water Re (300 to 3,500)
Celata et al. [8] Fused silica 70 to 326 DI water Re (0 to 3,500) 10 to 25 mL/min
Xu et al. [9] quartz/2 to 30 DI water Re (2.46 × 1 0 5 )
Salem et al. [10] Stainless steel 850 Distilled water and R134a Relative roughness (0.002) Re (100 to 10,000)
Oudah et al. [11] Copper 654 DI water Re (85 to 650)
Copper 350 (width) × 605 (depth) μ m DI water ± 0.9 μ m 67 to 153
Mohammed and Fayyadh [13] Copper 300 μ m height and 300 μ m DI water 700 to 2,200
brass/420/1/ DI water 12.6 nm Re = 108.6–2,372
Figure 1 
               Test module construction.
Figure 1

Test module construction.

Investigated and numerical studies examined pressure drop and heat transfer in microchannel single-phase laminar flow. Traditional Navier–Stokes equations for microchannels were shown to have good agreement between observations and numerical predictions. Other researchers also researched the influence of hydraulic diameter on thermal performance [6]. This experiment investigated the heat transmission characteristics of single-phase forced convection of R134a through single circular microchannels with inner diameters of 1.7, 1.2, and 0.8 mm. The results were compared to correlations for heat transmission in macroscale channels and correlations indicated for microscale geometries. The results suggest that the classical correlations and experimentally measured data in the tumultuous region agree.

Rectangular microchannels have been used to predict the thermal behavior in single-phase flow by Lee et al. [7]. An experimental investigation was conducted to explore the validity of classical correlations based on conventional-sized channels. The investigated microchannels ranged in width from 194 to 534 m, with the channel depth being around five times the breadth in each instance. Each test section had ten parallel microchannels and was made of copper. DI water was used for the experiments, and the Reynolds (Re) numbers ranged from 300 to 3,500. The experimental data and the numerical predictions made using a classical continuum technique were in good agreement (with an average variance of 5%). Effect of inlet velocity on boiling curves is shown in Figure 2.

Figure 2 
               Effect of inlet velocity on boiling curves.
Figure 2

Effect of inlet velocity on boiling curves.

The researchers also looked at how the surface quality of the microchannel affected the friction factor [8] and achieved research using water as the working fluid in a circular microchannel. The research was led on two surfaces, one of which was abrasive and the other hydrophobic (siliconated and Teflon), in comparison to a smooth glass duct. The friction factor exceeded the traditional theory’s estimate of the uneven surface’s minor diameter (126 m). Considering that these channels were ten times worse than untreated channels. Instead of a rough surface, the researchers ascribed the higher friction factor to the actual deformation of the channel’s circularity. This conclusion was reached after observing the analogous behavior of Teflon’s friction factor. At the same time, the investigation of the DI water flow properties in microtubes with diameters ranging from 2 to 30 m was studied by Xu et al. [9]. The experimental findings demonstrate that the flow properties in microtubes with a diameter greater than 16 m agree with the conventional theory. However, nonlinear flow characteristics predominate when the diameters are lowered to 5 and 2 m, and the findings show a considerable deviation in flow characteristics from the predictions of the traditional concept, with the magnitude of the departure increasing as the diameters decrease. As the Re number increases, the degree of nonlinear flow characteristics diminishes progressively, and the experimental results are roughly in accordance with the theoretical prediction. In this research, the minimal Re number is only 2.46 × 1 0 5 [10]. In a 0.85 mm stainless steel microtube with an average internal surface roughness of 1.7  μ m and relative surface roughness of 0.002, friction factor and heat transfer characteristics in single-phase fluid flow were studied. Laminar, transition, and turbulent flow regimes were tested with distilled water and R134a liquids at Re numbers from 100 to 10,000. The test segment had homogeneous heat fluxes, and the micro-tube was horizontal.

The Hagen–Poiseuille equation for laminar flow and the modified Miller correlation for turbulent flow and early transition from laminar to turbulent flow predicted the friction factor of water and R134a. Water and R134a, heat transfer findings, matched conventional theory in laminar flow and were lower than Adam’s correlation in a turbulent flow [11]. The bottom surface of a single-phase microchannel heat sink was a hybrid micro-sandblasting of elliptical patterns, and complete sandblasting was used to modify the material to increase heat transfer passively. The hydraulic diameter of the 26 mm × 5 mm × 0.35 mm microchannel is 654 μ m. The Re number range was 85–650, and DI water was the coolant. Fully sandblasting (FS) the microchannel bottom surface only minimally increased heat transfer.

Researchers investigate the utilization of water as a cooling medium by employing cylinders and parallelepipeds as fins on rectangular microchannels [12]. The Re numbers 67–153 and four heat inputs are measured with a plain copper microchannel with six parallel channels with dimensions of 350 (width) and 605 (depth) m. The numerical model is modified so that it may examine the impacts of cylindrical and parallelepiped micro-fin diameter, length, and breadth on the performance of the microchannel by making use of non-dimensional characteristics such as the Poiseuille number, the Nusselt number, and performance evaluation criteria. The experimental results validate the numerical model. The increase in heat transmission outweighs the decrease in pressure. Smaller cylindrical fins outperform conventional channels when heat transmission and pressure drop are considered.

In a microchannel made of copper, we investigated both the flow of a single-phase fluid and the transfer of heat [13]. The influence of artificial cavities on fluid flow and single-phase heat transfer in microchannel heat sinks was investigated by designing and manufacturing two straight microchannels (model 1 and model 2). Model 1 has a flat, smooth bottom surface, but model 2 contains 47 spaced artificial cavities throughout the microchannel. Both models have nominal dimensions of 300  μ m height and depth. However, their actual dimensions are 367  μ m width and 296  μ m depth. Working fluids were DI water. Laminar flow conditions were tested at 3 0 ° C input temperature by a Re number range (700–2,200). Horizontal microchannel studies were performed under adiabatic (friction factor calculation) and diabetic, experimental pressure drop changing with heat flux of three-inlet subcooled temperature, for mass fluxes 1,700 kg/m2 s, as shown in Figure 3.

Figure 3 
               The experimental pressure drop changing with heat flux of three-inlet subcooled temperature, for mass fluxes 1,700 kg/m2 s.
Figure 3

The experimental pressure drop changing with heat flux of three-inlet subcooled temperature, for mass fluxes 1,700 kg/m2 s.

Single-phase flow research examined how artificial cavities in the microchannel affect the flow and heat transmission [27]. The trials used DI water at 3 0 ° C input temperature and a Re number range of 108.6–2,372. Three rectangular brass straight microchannel versions with a hydraulic diameter of 0.42 mm were made. Model 1 has a smooth surface, but model 2 features artificial cavities with 40 artificial nucleate cite (ANC) on the microchannel base along one of the sidewalls. Model 3’s artificial cavities are also at the microchannel’s base, closest to each sidewall. Each sidewall has 40 artificial nucleations (80 total). ANS increased heat transmission by 15.53 and 16.67% for model 2 and model 3, respectively, compared to model 1. Test section design and construction are shown in Figure 4.

Figure 4 
               Test section design and construction.
Figure 4

Test section design and construction.

3 Flow boiling heat transfer in microchannel

Some studies reported nucleate boiling as the primary mechanism in microchannels, whereas convective boiling or convective-nucleate boiling was observed by others. The heat transfer coefficient in the nucleate boiling zone is primarily affected by heat flux, where the effects of mass flux and vapor quality are negligible. In contrast, the coefficient of heat transfer is larger in convective boiling. It depends on vapor quality and mass flux, as shown in Table 2.

Table 2

Flow boiling heat transfer mechanism published in the literature

Reference Substrates/ D h , μ m/number of channel/geometry Mechanism Operation condition Fluid/Tin ( ° C )/Tsat( ° C )/Pin (bar)/
[17] Copper / 349 / 21 / Convective boiling G = 135–402 (kg/m2 s) q = 200–1,300 (kW/m2) Water/30-60/100/1.17
[18] Copper/350/53/ Nucleate and convective G = 127–654 (kg/m2 s) q = 159–938 (kW/m2) R134a/–/–/1.44-6.6
[19] Silicon /160-749/ 2-60/ Nucleate and convective G = 225–1,420 (kg/m2 s) q = Up to 400 (kW/m2) FC-77/95/–/–
[20] Copper/a-217.4 and b-419.4/1/ 1. Nucleate boiling and 2. Convective boiling G = 340–1,373 (kg/m2 s) q = 112–3,720 (kW/m 2 ) DI water/45.8–49.3/100/Patm
[21] Copper /a-438, b-(561 and 635)/1/ 1. Convective boiling and 2. Nucleate boiling G = 800 (kg/m2 s) q = 222–685 (kW/m2) DI water/98/100/1.25
[22] Copper/368/ Not mentioned G = 85–200 (kg/m2 s) q = 10–480 (kW/m2) R134a /10/–/22
[23] Copper/561/1/ Not mentioned G = 200–800 (kg/m2 s) q = 56–865 (kW/m2) DI water /89/–/1.15
[24] Copper/420/25/ Nucleate boiling G = 50–300 (kg/m2 s) q = 11.46–403.1 (kW/m2) R134a/–/24.3/6.5
[25] Copper/300/1/ Convective boiling G = 1,700, 2,100 (kg/m2 s) q = 78–800 (kW/m2) DI water/69/100/1
[14] Copper/658/1/ Nucleate boiling G = 528, 825, 1,188 (kg/m2 s) q = 260–1,100 (kW/m2) DI water/30, 50, and 70/100/1.013
[15] Copper/475.5/44/ Nucleate boiling G = 200 (kg/m2 s) q = 25.9–180.7 (kW/m2) HFE-7200/70, 65, 55/75.1/1
[16] Copper/1,000/1/ Not mentioned G = 200, 400, and 600 (kg/m2 s) q = 105–455 (kW/m2) DI water/95, 85, and 50/100/1.05
[25] Copper/300/1/ Convective boiling G = 1,700, 2,100 (kg/m2 s) q = 78–800 (kW/m2) DI water/59, 69, 79/100/1
[26] Copper/560/1/ Nucleate boiling G = 200–800 (kg/m2 s ) q = 4–1,350 (kW/m2) DI water/86/100/1
[27] Brass /420/1/ Nucleate and convective boiling G = 300–600 (kg/m2 s) q = 2.08–371.7 (kW/m2) DI Water/80,65/100/1.01

Lee and Karayiannis [15] explored convective boiling mechanisms in copper microchannel heat sinks with subcooled input conditions at different heat and mass fluxes and reported their findings. The working fluid used was water. They found that mass flow and vapor quality are two factors that influence the heat transfer coefficient, but not heat flux, according to the authors. Both nucleate and convective boiling mechanisms stated in the study of Korniliou and Karayiannis [16] investigated flow boiling heat transfer into rectangular copper microscale channels with R134a. The nucleate boiling heat transfer mechanism dominated at the low vapor quality; however, when heat flux and vapor quality were high, annular film boiling predominated. The effect of inlet sub-cooling and mass flux on boiling and heat transfer onset was studied. It uses DI water as its medium of operation. Experiments were carried out on two microchannels, one of which had a hydraulic diameter that was different from the other. According to the observations, increased degree sub-cooled and mass flow not only delayed the commencement of boiling but also took a shallow effect on the boiling curve once onest nucleate boiling takes already occupied place. Nevertheless, nucleate boiling is the predominant mode of the boiling process. Qu and Mudawar [17] looked at how flow boiling characteristics were affected by microchannel size and operation factors. Microchannel widths, heat flux, and mass flux were studied in sub-cooled dielectric fluid experiments to determine the heat transfer coefficient and flow pattern. Seven microchannel widths were examined from 100 to 5,850 μ m with similar depths. Findings demonstrate that five flow regimes, bubble, slug, churn, wispy-annular, and annular, are found for widths less than 400  μ m. At the same time, narrower channels had convective boiling. Compared to smaller microchannels, the flow regimes change for these diameters, and bubble nucleation at the walls is controlled at a relatively modest heat flux. Lee and Mudawar [18] studied water flow boiling characteristics in two distinct single copper microchannels with the same length and aspect ratio but different hydraulic diameters and two distinct inlet subcooling. Experiments were conducted using various mass fluxes, heat fluxes, and vapor quality. It was reported that nucleate boiling was the predominant heat transmission mechanism for the smaller channel, as opposed to the more significant channel, where convective boiling may predominate [19]. The local flow boiling heat transfer coefficient was compared using pressure gradient measurement and linear pressure gradient. They employed DI water in the three microchannels with varied widths but the same length and depth to create three hydraulic diameters. Experiments used a constant mass flux and various heat fluxes. For hydraulic diameter 561 and 635  μ m channels, nucleate boiling dominated heat transmission, increasing the local heat transfer coefficient with heat flow. Because heat flow did not affect the local heat transfer coefficient, convective boiling dominated the 438  μ m channel. The two approaches yielded differing local heat transfer coefficients at large heat fluxes. Experimental friction factor at an inlet temperature of 3 0 ° C for the 0.438, 0.561, and 0.635 mm channels is shown in Figure 5.

Figure 5 
               Experimental friction factor at an inlet temperature of 
                     
                        
                        
                           3
                           
                              
                                 0
                              
                              
                                 
                                    ∘
                                 
                              
                           
                           C
                        
                        3{0}^{\circ }{\rm{C}}
                     
                   for the 0.438, 0.561, and 0.635 mm channels.
Figure 5

Experimental friction factor at an inlet temperature of 3 0 C for the 0.438, 0.561, and 0.635 mm channels.

An influence of roughness through thermal performance and hydrodynamic in micro channel evaporator was examined [20]. Three microchannels with similar dimensions were produced, but they had different levels of roughness. The investigations utilized R134a as the experimental substance. The findings showed that increasing the surface roughness improved the low to moderate heat flow values of up to 45%. Mirmanto [21] experimentally examined the flow boiling properties of DI water in a single micro channel made of rectangular copper. Experiments were carried out with a constant intake temperature and pressure and a variety of heat and mass fluxes. For all mass flux levels, unstable flow boiling incipience was discovered. Additionally, it was noted that the major heat transport mechanism is unclear. Jafari et al. [22] carried out an investigation of copper multi micro-channel heat to evaluate the flow boiling heat transfer of R134a over a wide range of mass and heat fluxes. Camera was used in order to capture flow pattern while also measuring heat transfer, as shown in Figure 6. When the heat flux was steadily increased, three flow patterns were observed: bubbly, slug, and wavy-annular flow. Because there was no mass flux effect and the heat transfer coefficient rose with heat flow, nucleate boiling was the primary heat transfer process.

Figure 6 
               Nucleation in the liquid film in annular flow for 
                     
                        
                        
                           G
                           =
                           100
                           
                           
                              
                                 
                                    
                                    kg/m
                                    
                                 
                              
                              
                                 2
                              
                           
                        
                        G=100\hspace{0.33em}{\text{kg/m}}^{2}
                     
                   s and 
                     
                        
                        
                           q
                           =
                           152.1
                           
                           
                              
                                 
                                    
                                    kW/m
                                    
                                 
                              
                              
                                 2
                              
                           
                        
                        q=152.1\hspace{0.33em}{\text{kW/m}}^{2}
                     
                  .
Figure 6

Nucleation in the liquid film in annular flow for G = 100 kg/m 2  s and q = 152.1 kW/m 2 .

Studies with microchannel heat sinks were carried out to investigate the two-phase boiling heat transfer in DI water [13]. The heat sink comprised a single microchannel with nominal dimensions of 300 m width and 300 m height (hydraulic diameter of 300 m). The heat sink is made of oxygen-free copper and is 72 mm in length and 12 mm in breadth. At 31 K subcooled intake temperature, experimental operating settings included heat flux (78–800 kW/m2) and mass flux (1,700 and 2,100 kg/m2 s), as shown in Figure 7. The boiling heat transfer coefficient is calculated and compared to previous correlations. The results reveal that increased mass flux leads to a more significant boiling heat transfer coefficient, with convective boiling being the major process. Furthermore, it was discovered that an existing connection offers a reasonable forecast of the heat.

Figure 7 
               Mass flux effectiveness upon the local heat transfer coefficient at subcooled inlet temperature of 31 K.
Figure 7

Mass flux effectiveness upon the local heat transfer coefficient at subcooled inlet temperature of 31 K.

Some researchers [14] reported that the effect of subcooling on heat transfer coefficients and flow boiling instability was significant. They conducted an experimental investigation into the impact of sub-cooling on pressure drop and heat transfer in a single microchannel (Figure 8). DI water was used in the trials as the working fluid and various heat and mass fluxes for three inlet sub-cooled degrees. It was shown that the sub-cooled heat transfer coefficient is generally independent of mass flux and heat flux dependent, indicating that nucleate flow boiling is the primary means of heat transmission. With increasing fluid temperature and decreasing mass flux, the possibility for unstable boiling behavior increased along with the average heat transfer coefficient.

Figure 8 
               Schematic of the microchannel test section: (a) isometric view and (b) sectional view.
Figure 8

Schematic of the microchannel test section: (a) isometric view and (b) sectional view.

However, Lee and Karayiannis [15] made contradictory statements on how subcooling affects the average heat transfer coefficient. Using HFE-7200 as the working fluid, they examined how inlet sub-cooling affected the flow boiling properties in a multi-microchannel system. The trials were conducted with a system pressure of one bar and a mass and heat flux range of three degrees of inlet sub-cooling. The experimental findings show that increasing the sub-cooled degree lowers the pressure drop. Furthermore, the local heat transfer coefficient was less affected by the greater intake sub-cooled degree, which led to a lower average heat transfer coefficient. Additionally, it was shown that flow instability correlated with input sub-cooling. Instants of alternating flow patterns are shown in Figure 9.

Figure 9 
               Instants of alternating flow patterns at 10 mm from the channel entry, for a constant heat flux of 
                     
                        
                        
                           
                              
                                 q
                              
                              
                                 ″
                              
                           
                           =
                           255
                           
                           
                              
                                 
                                    
                                    kW/m
                                    
                                 
                              
                              
                                 2
                              
                           
                        
                        {q}^{^{\prime\prime} }=255\hspace{0.33em}{\text{kW/m}}^{2}
                     
                  , lowest mass flux of of 
                     
                        
                        
                           G
                           =
                           200
                           
                           
                              
                                 
                                    
                                    kg/m
                                    
                                 
                              
                              
                                 2
                              
                           
                        
                        G=200\hspace{0.33em}{\text{kg/m}}^{2}
                     
                   s at high inlet sub-cooling of 
                     
                        
                        
                           Δ
                           T
                           
                           sub
                           =
                           50
                           
                           K
                        
                        \Delta T\hspace{0.33em}{\rm{sub}}=50\hspace{0.33em}{\rm{K}}
                     
                  .
Figure 9

Instants of alternating flow patterns at 10 mm from the channel entry, for a constant heat flux of q = 255 kW/m 2 , lowest mass flux of of G = 200 kg/m 2  s at high inlet sub-cooling of Δ T sub = 50 K .

Other researchers [16] explored the effect of inlet sub-cooling on flow boiling heat transfer for a heat sink of square microchannels utilizing DI water as the working fluid. The authors discovered that increasing the degree of sub-cooling reduces both the local heat transfer coefficient and the pressure drop, as shown in Figure 10. Flow reversal was also seen at large heat fluxes with low mass fluxes. This caused flow instabilities and changes in pressure drop, working fluid temperature, and wall temperature.

Figure 10 
               Subcooled length as a function of wall heat flux for inlet subcooling 
                     
                        
                        
                           Δ
                           T
                           
                           sub
                           =
                           5
                        
                        \Delta T\hspace{0.33em}{\rm{sub}}=5
                     
                  , 10, and 20 K at 
                     
                        
                        
                           P
                           =
                           1
                        
                        P=1
                     
                   bar and 
                     
                        
                        
                           G
                           =
                           200
                           
                           
                              
                                 
                                    
                                    kg/m
                                    
                                 
                              
                              
                                 2
                              
                           
                        
                        G=200\hspace{0.33em}{\text{kg/m}}^{2}
                     
                   s.
Figure 10

Subcooled length as a function of wall heat flux for inlet subcooling Δ T sub = 5 , 10, and 20 K at P = 1 bar and G = 200 kg/m 2  s.

On the contrary, Mohammed and Fayyadh [28] found that subcooling had a noticeable effect on the local heat transfer coefficient, which got worse as subcooling got worse, when they looked at how subcooling, heat, and mass movement affected flow boiling in a single microchannel heat sink with a square cross-section. With DI water as the working fluid, the tests were done at high mass flux rates of 1,700 and 2,100 kg/m s. Also, it was found that the heat transfer coefficient went up as the mass flow went up. However, the convective flow cooking process is in charge [26]. A single microchannel was used to study the effect of the microchannel aspect ratio on the flow boiling heat transfer properties of DI water. Heat and mass flows were also examined to see their impact. Three rectangular microchannels made of copper and oxygen were used. Each had the same hydraulic width and length. The results of the tests showed that heat transfer was better when the aspect ratio was smaller and the heat flux was between 400 and 500 kW/m. On the other hand, as the heat flows went up, the effect of the aspect ratio became insufficient. Also, the researchers saw four main different regimes: bubbly, slug, churn, and circular flow. Also, it was said that two microchannels with a small aspect ratio became unstable when the flow kept going back and forth. Finally, they found that the relationships between microchannels could not predict the results of the experiments.

Flow boiling heat transfer in a single rectangular micro-channel was tested with an investigation [27]. The micro-channel was made by cutting a groove 300 m wide and 700 m deep (with a hydraulic diameter of 420 m) into the top of a 60 mm long brass block. Ionized water was used as the solution. Experiments were done with a mass flux range of 300–600 kg/m2 s, a heat flux range of 5.4–376.5 kW/m2 (based on the wall), an input subcooling of 20 K, and a working pressure of 1 atm. The findings of this investigation indicated that the local coefficient of heat transfer increased with increasing heat fluxes, even if the heat fluxes were relatively low. When heat fluxes surpass 64.2, 77.9, 93.8, and 116.7 kW/m2, respectively, for mass changes of 300, 400, 500, and 600 kg/m2 s, this trend is reversed. At these heat fluxes, the heat transfer coefficient decreases as the heat flux increases until it reaches its maximum value, which remains unchanged. These heat transfer correlations of mini channel and microscale perform a decent job of describing the findings of the tests compared to the results of the experiments, which are compared to the correlations.

4 Flow boiling heat transfer in microchannel coating

Heat transfer and pressure drop were investigated by Ammerman and You [29] about flow velocity, inlet sub-cooling, and surface coating. They concluded that coating enhanced critical heat flux (CHF) by 14–36%. The vapor condensed quickly due to the sub-cooling, resulting in little pressure loss. Khanikar et al. [30] investigated how the coating of carbon nanotubes on the bottom wall of a rectangular microchannel would affect the rate at which heat would be transferred. The nanotubes, which were initially almost vertical, bent onto the heated surface and created a repetitive “fish-scale” pattern at high mass fluxes. Heat transfer was improved in the nucleate boiling zone, thanks to the near-zero-angle cavities supplied by the voids between the fish scales. This improvement in CHF was also due to the fish scales’ ability to provide these cavities. It is important to note that CHF was reproducible at low velocities, but the quality of the results suffered in subsequent repeated experiments conducted at high mass velocities.

Phan et al. [31] conducted studies to investigate the effects of surface wettability on atmospheric pressure flow bubbling of water. The test channel is a solitary rectangular channel measuring 180 mm long and 0.5 mm in height, as shown in Figure 11. The mass flux was set at 100 kg/m2 s, while the basal heat flux varied between 30 and 80 kW/m2. The water entering the test channel is subcooled. Surfaces of silicon oxide (SiOx), titanium (Ti), diamond-like carbon (DLC), and carbon-doped silicon oxide (SiOC), with static contact angles of 26, 49, 63, and 10 3 ° , respectively, comprise the samples. The results demonstrate that surface wettability has significant effects on heat transfer coefficient. Observations indicate that micro-structured surfaces exhibit up to 85% greater heat transfer than flat surfaces.

Figure 11 
               Schematic view of the experimental apparatus.
Figure 11

Schematic view of the experimental apparatus.

The equipment for experiments and method of flow boiling studies are designated [32]. Test results at R407, R22, R134a that are pure and when they are mixed with polyester oil. The tests took place in a tube that had as a guide, a covering that is porous and a tube made of smooth stainless steel. It was either 1% or 5% of the mass that was oil. During the trials, the level of the vapor quality at the input was set to 0, while the level at the outflow was set to 0.7. The mass velocity ranged from 250 to 500 kg/m2 s at various points. Experiments were carried out at a temperature of 0 ° C , which is the typical saturation temperature. Refrigerants flow boiling in a duct with a porous covering has a better average heat transfer coefficient and smaller pressure drop than flow boiling in a smooth tube with the same mass velocity. [33] In this investigation, the accelerated boiling of anhydrous ethanol in porous-coated microchannels with a hydraulic width of 540 mm was studied, organized, and compared to boiling in microchannels with no coating. A solid-state sintering method made three heat sinks with porous coatings and parallel microchannels. In samples 1, 2, and 3, the copper pieces were about 30, 55, and 90 mm in diameter, respectively. The effects of adding porous surfaces on pressure drop, flow boiling instability, and heat transfer during flow boiling were discussed. The results of the experiments show that adding porous surfaces can make the pressure drop a little bit higher and reduce the amount that the pressure drop changes in the microchannels by a lot. Changes in how bubbles move can explain why flow boiling stability has gotten better, and mass flux and the quality of the exit gas have a lot to do with it. The best particle width was thought to be 55 mm, which was the middle size.

Experiments have been conducted to examine the effect that a nanoporous layer has on a microchannel’s convective heat transfer capability [34]. Experiments were carried out with DI water serving as the coolant in a microchannel with a hydraulic diameter of 672 m. Electrophoretic deposition of Al 2 O 3 nanoparticles was used to generate a nanoporous layer on the heat transfer surface of the microchannel. Experiments involving single-phase and two-phase convective heat transfer were carried out at various mass fluxes. The microchannel data with no coating on its surface were utilized as the baseline for comparison. CHF increases for the coated surface; an increase of up to 45% in CHF was recorded. In contrast, HTC decreased for covered surfaces compared to the naked surface. Flow boiling experiments were conducted to determine the influence of spray-pyrolyzed Fe-doped Al 2 O 3 TiO 2 composite coatings applied to copper heater blocks on the CHF and boil heat transfer coefficient [35]. Studies on heat transmission were carried out with de-mineralized water serving as the working fluid in a mini-channel with dimensions of 30 mm × 20 mm × 0.4 mm. To investigate the effectiveness of the heat transmission, each coated sample was subjected to two different mass flux tests. The atomic force microscope and static contact angle were used to examine the effect of adding Fe on the wettability and porosity of the coated surfaces, and their influence on flow boiling heat transfer was also explored. Compared to a sandblasted copper surface, all coated samples exhibited a considerable improvement in CHF and boiling heat transfer coefficient. This was the case across the board. For a mass flow of 88 kg/m2 s, a CHF enhancement of 52.39% and a heat transfer coefficient enhancement of 44.11% were measured to be the highest for 7.2% Fe-doped TiO 2 Al 2 O 3 , respectively. Yang et al. investigated flow boiling in nanostructured microchannels using HFE-7000, a low-surface-tension dielectric coolant [36]. This is the first time such an investigation has been conducted. When the heat flow is less than 120 W/cm2, the heat transfer coefficient may be significantly improved by using Si NWs due to the nanowire-enhanced nucleate boiling and evaporation. This is possible because of the increased surface area of the Si NWs. Because of the increased liquid film evaporation over the whole channel, the enhancement is more visible when the mass flux is at a low value of 1,018 kg/m2 s. Two-phase separation with capillary flow reduced pumping power by up to 40% and improved CHF by up to 14% under low mass flux. The capillarity-induced annular flow is the primary enhancement mechanism when mass flux and vapor quality are low. These data demonstrate patterns consistent with our earlier research on DI water.

Stainless steel hypodermic microtubes with gradient crosslinked polyhydroxy ethyl methacrylate (pHEMA)/polyperfluorodecylacrylate (pPFDA) coatings had high porosity and varied wettability for flow boiling heat transfer [37]. DI water was utilized to coat the inner walls of 502  μ m microtubes using initiated chemical vapor deposition (iCVD). The coated microtubes had one pHEMA (hydrophilic) end and one pPFDA (hydrophobic) end. Thus, wettability varied along the microtube. At 9,500 kg/m2s, hydrophobic and hydrophilic inlet instances were compared to plain surface cases. Coatings significantly increased boiling heat transfer in experiments. The pHEMA-coated outlet case (hydrophobic intake and hydrophilic exit) had the highest heat transfer coefficients with a maximum heat transfer enhancement ratio of 64%. The effect of pHEMA (polyhydroxyethylmethacrylate) nanostructure-coated surfaces on flow boiling was examined by Khalili Sadaghiani et al. [38].

In a rectangular microchannel of 14 cm length, 1.5 cm width, and 500  μ m depth, DI water was utilized to study flow boiling. High-speed cameras investigated the influence of pHEMA coatings on 1.5 × 1.5 cm2 silicon plates on heat transfer coefficients and flow patterns. Nano-coated surfaces have a lower contact angle, yet surface porosity increases the boiling heat transfer coefficient. Visualization showed a reduced nucleate boiling zone on uncoated surfaces. Coated surfaces dry out with more significant heat fluxes. pHEMA-coated characters exhibit lower wall temperatures at nucleate boiling than uncoated surfaces at low wall superheats. Coated surfaces transport heat better at low-wall superheats. At the same heat flux, plain surface bubbles are more giant.

Shustov et al. [39] observed water boiling in a single microchannel measuring 0.2 mm in height, 3 mm in width, and 13.7 mm in length with a uniform heating surface or coating of aluminum oxide nanoparticles. For various mass flows, heat flux depended on microchannel wall temperature. A correlation based on empirical data estimates the vacancy fraction for boiling in a microchannel without coating. The microchannel with a nanoparticle covering has a higher boiling vacancy fraction than the one without. The behavior of the void fraction in the microchannel without coating differs from that of the adiabatic flow. The application of nanoparticles increases the microchannel vacancy fraction [40]. In this study, flow boiling heat transfer properties of copper surfaces covered with Cu– TiO 2 nanocomposite materials have been experimentally investigated for prospective usage in heat transfer applications. A DI water-cooled bottom-surface-heated mini channel experiments are conducted. Copper surfaces covered with thin Cu-TiO2 nanocomposite films are created using electrodeposition. The CHF increases by up to 92% for characters covered with nanocomposite materials. Cu– TiO 2 -coated surfaces have grown CHF and heat transfer coefficient due to improved wettability, surface roughness, and high-density active nucleate sites. On the bottom and the sidewalls of the silicon microchannel, nanowires made of silicon were produced [41]. The performance of the thermal and hydraulic systems was demonstrated via a closed-loop experimental setup. Results from experiments with mass fluxes between 250 and 1,250 kg/m2 s and subcooled inlet temperatures between 15 and 65 K were given. Results for the SiNW device under the same wall superheat circumstances indicated a 20% increase in heat flux rejection over the plain-wall device. It has been demonstrated that a subcooled intake temperature of 65 K combined with a mass flux of 1,250 kg/m2 s may dissipate an effective heat flux of 431.3 W/cm2 at a wall superheat of around 85 K. Overall, the SiNW coatings showed promise for improving flow boiling heat transfer with a slower rise in pressure drop. Schematic of experimental setup is shown in Figure 12.

Figure 12 
               Schematic of experimental setup.
Figure 12

Schematic of experimental setup.

Experimentally, the increase of flow boiling heat transfer utilizing a porous nanocoating in copper microchannels has been studied by Lee et al. [42]. Same operational conditions, including mass flux of 200 kg/m2 s, inlet subcooling of 10 K, input pressure at 1 bar, and wall heat fluxes ranging from 24.5 to 160.7 kW/m2, the coating of a microchannel heat sink has been compared to the conventional, CNC-machined copper heat sink. Tiny, well-defined cavities as little as 0.6 m were abundant on the coated surface, but shallow, bigger holes measuring 6 m were discovered on the end-milled copper channels. Because coated surfaces have better nucleation sites, bubble formation frequency in the coating channels is much greater than in the conventional channels. Similar flow pattern progression, from bubbly to slug, churn, and annular flow with increased heat flux, happened in both test sections. When the nucleate boiling mechanism is prominent and modest heat fluxes are present, the heat transfer microchannel in the flow boiling can be increased by up to 43.5%. As heat flux increases further, heat transfer enhancement decreases, reaching 13.2% at the highest wall heat flux (Table 3).

Table 3

Flow boiling heat transfer in coating microchannel published in literature

Reference Coating material, dimension Working fluid Operation condition Types of coating Coating thickness, location Results
[29] Diamond w = 2 mm; h = 2 mm; L = 8 cm FC-87 Flow boiling subcooled G (500, 2,000, 5,000) Subcooled temp (2–31) ° C Micro porous surface 100  μ m, wall, small channel Increases in both heat transfer coefficient and critical heat flux
[30] CNTs w = 10 mm; h = 0.37 mm; L = 44.8 mm DI water Flow boiling subcooled G (86, 228, 368) Tin (30–60) ° C Plasma chemical vapor deposition chamber (MPCVD) —, bottom wall CHF enhancement
[31] Titanium and PDMS Dh = 0.96 mm; L = 180 mm De-mineralized water Flow boiling subcooled G(100) HF (30–80) kw/m2 Tw (100–120) ° C Nano and microsurface treatments 3–4 micrometer, wall Enhancements (up to 85%) in heat transfer compared to the smooth surfaces
[32] Metallic (steel) Dh = 10 mm; L = 2 m R22, R134a, R407C Flow boiling subcooled G(250–500) Sat.temp 0 ° C Micro porous surface 55  μ m, wall Improvement of heat transfer effectiveness For boiling of pure refrigerants as well as lean mixes in a tube with porous covering across the studied mass velocity range, EF/PF is well above one, although it declines as mass velocity increases
[33] Copper w = 400  μ m; h = 900  μ m; L = 32 mm; Dh = 0.54 mm Anhydrous ethanol Flow boiling, G (200,500), Tw-Tin (10–95) ° C (300–500)w heater Metallic porous coating 0.12 mm, microchannel Augmentation in porous coatings was dependent on particle size and decreased as vapor quality increased
[34] Al 2 O 3 w = 5 mm; h = 0.36 mm DI water Flow boiling subcooled G(33,70,142) Coolant inlet temp 22 ° C Eelectrophoretic deposition —, wall CHF increase was seen for coated surface, with some seeing a rise of up to 45%
[35] Al 2 O 3 -TiO 2 composite w = 20 mm; h = 30 mm; L = 0.4 mm Ddemineralized water Low boiling G(88,248) Preheat water 70 ° C Spray pyrolyzed Fe doped 2 μ m, mini-channel walls For 7.2% Fe doped TiO 2 -Al 2 O 3 for a mass flow of 88 kg/m2 s, a maximum augmentation of 52.39 and 44.11% in the CHF and heat transfer coefficient were reported
Table 3

(Continued)

Authors Coating material, dimension Working fluid Operation condition Types of coating Coating Thickness, location Results
[36] Si NWs w =220  μ m; h =250 μ m; L =10 mm Dielectric fluid(HFE 7000) Flow boiling, G(1018,2206) ——- —–, the side and bottom walls CHF was enhanced up to 14.9%
[37] pHEMA/pPFDA coated L = 4 cm; Dh = 889,600  μ m DI water Flow boiling, Subcooled G(6,000, 7,000, 8,000), Tw-Ts(0–60) ° C iCVD 50–160 nm, inner walls of the microtubes increased nucleation site density
[38] pHEMA (Polyhydroxyethylmethacrylate) w = 1.5 cm; h = 500 μ m; L = 14 cm DI water Flow boiling, G(50, 75, 100, 125) HF (7–12 W/Cm2) Wall temp (95–104) ° C iCVD 100 nm, all three heated walls of the channels Results indicated that uncoated surfaces experienced a smaller nucleate boiling region. It was also observed that dryout occurs at higher heat fluxes for coated surfaces
[39] Al 2 O 3 w =3 mm h = 10.2 mm L =13.7 mm Water Flow boiling G(50) Δ T sub = 8 0 ° C —, wall An increase in CHF and heat transfer
[40] Cu-TiO 2 minichannel w =10 mm; h = 1.5 mm; L = 10 mm Distilled wate Subcooled flow boiling G(53, 113, 187, 200, 250, 300) Tin (50) ° C Cartage heater (800) w Microporous coating 38 to 62 micrometer, wal Nanocomposite coated surfaces also increase CHF by 92%
[41] silicon nanowire w = 250  μ m; h = 250  μ m DI water Flow boiling Subcooled G(250 to 1250) Subcooled temp. (15 to 65) k —– —-, mainfold Improvement in heat flux rejection
[42] Metallic dendritic nano w =0.36 mm; h = 0.7 mm; L = 20 mm HFE-7200 Flow boiling, subcooling G(200) Inlet subcooling 10 k Wall HF 24.5–160.7 Kw/m2 Porous nanocoating —-, three heating channel sidewalls Improvement heat transfer diminishes with rise in the heat flux to 13.2% at the maximum wall heat flux

The present study provides a comprehensive literature review of microchannel heat sinks, with a particular focus on single-phase flow, flow boiling, and coating microchannels. The review highlights the potential and challenges of microchannel heat sinks in increasing heat transfer rates in a compact size. It identifies the impact of various parameters, such as channel size, fluid properties, and flow conditions, on the heat transfer rate in single-phase flow. The study also explores the advantages and challenges associated with flow boiling and strategies developed to mitigate these issues. Additionally, it analyzes the effects of surface coatings on flow behavior and heat transfer performance.

The present study builds upon previous research on microchannel heat transfer by providing a comprehensive review of research on single-phase flow, flow boiling, and coating microchannels. This review identifies gaps in the literature and highlights areas that require further research to advance our understanding of microchannel heat transfer and improve the performance of microchannel heat sinks. The review also compares and contrasts the findings of different studies in these areas, providing insights into the similarities and differences in research outcomes.

The review’s findings have several implications for the design and optimization of microchannel heat sinks. For instance, the review highlights the potential of flow boiling to significantly increase the heat transfer rate compared to single-phase flow. However, it also identifies the challenges associated with flow boiling, such as flow instability and wall superheat, which can be mitigated by optimizing channel geometry, nucleation enhancement, and surface coatings. The review also explains the effects of surface coatings on flow behavior and heat transfer performance, providing insights into the impact of coating materials and thickness on microchannel performance.

The main strength of this study is the comprehensive review of the literature on microchannel heat transfer, providing insights into the potential and challenges of microchannel heat sinks. However, the study’s limitations include the inherent limitations of a review study, such as the potential for bias in selecting and interpreting studies and the inability to provide empirical data.

5 Conclusion

The literature review on single flow in a microchannel, flow boiling microchannel, and coating microchannel has highlighted the potential and challenges of the microchannel’s heat sink of increasing heat transfer rates in a compact size. Single-phase flow has been extensively studied, and researchers have investigated how the heat transfer rate is affected by various parameters such as channel size, fluid properties, and flow conditions. Flow boiling has also been the subject of numerous studies, with researchers investigating strategies to mitigate flow instability, wall superheating, and premature drying. Coatings have been explored to modify the surface properties of microchannels, affecting the flow behavior and heat transfer performance. Coatings made from materials such as metals, polymers, and self-assembled monolayers have been investigated, and their effects on flow boiling heat transfer have been analyzed.

The literature review highlights that single-phase flow and flow boiling can achieve high heat transfer rates, but flow boiling has the potential for significantly higher rates. However, flow boiling also presents challenges, such as flow instability and wall superheat, which can be mitigated by optimizing channel geometry, nucleation enhancement, and surface coatings. Coatings have been shown to impact flow behavior and heat transfer performance significantly, but further research is required to determine the optimal coating material and thickness for different applications. Despite the significant progress made in understanding microchannel heat transfer, challenges such as flow instability, premature drying, and a limited understanding of microchannel flow boiling properties still need to be addressed for the widespread adoption of microchannel heat sinks. Further research is required to develop innovative solutions to these challenges and fully realize microchannel heat sinks’ potential for various applications, including electronics cooling, microreactors, and biomedical devices.

By addressing these research areas, we can better understand the behavior of microchannel heat sinks and develop innovative solutions to improve their performance and reliability for various applications.

Acknowledgment

This research has been conducted within the Mechanical Engineering Department at the University of Technology. It has been supported by the University of Technology, Ministry of Higher Education and Scientific Research, Baghdad, Iraq, and the self-determined research of authors.

  1. Funding information: Authors state no funding involved.

  2. Author contributions: All authors have accepted responsibility for the entire content of this manuscript and consented to its submission to the journal, reviewed all the results and approved the final version of the manuscript. Conceptualization, HQH, EMF and MRH; methodology, EMF and MRH; validation, HQH; formal analysis, EMF and MRH; investigation, HQH; data curation, HQH; writing—review and editing, EMF and HQH.

  3. Conflict of interest: The authors state no conflict of interest.

  4. Data availability statement: The data that support the findings of this study are available on request from the corresponding author.

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Received: 2023-06-24
Revised: 2023-08-08
Accepted: 2023-08-30
Published Online: 2024-06-18

© 2024 the author(s), published by De Gruyter

This work is licensed under the Creative Commons Attribution 4.0 International License.

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  25. Thermal analysis of Fe3O4–Cu/water over a cone: a fractional Maxwell model
  26. Radial–axial runner blade design using the coordinate slice technique
  27. Theoretical and experimental comparison between straight and curved continuous box girders
  28. Effect of the reinforcement ratio on the mechanical behaviour of textile-reinforced concrete composite: Experiment and numerical modeling
  29. Experimental and numerical investigation on composite beam–column joint connection behavior using different types of connection schemes
  30. Enhanced performance and robustness in anti-lock brake systems using barrier function-based integral sliding mode control
  31. Evaluation of the creep strength of samples produced by fused deposition modeling
  32. A combined feedforward-feedback controller design for nonlinear systems
  33. Effect of adjacent structures on footing settlement for different multi-building arrangements
  34. Analyzing the impact of curved tracks on wheel flange thickness reduction in railway systems
  35. Review Articles
  36. Mechanical and smart properties of cement nanocomposites containing nanomaterials: A brief review
  37. Applications of nanotechnology and nanoproduction techniques
  38. Relationship between indoor environmental quality and guests’ comfort and satisfaction at green hotels: A comprehensive review
  39. Communication
  40. Techniques to mitigate the admission of radon inside buildings
  41. Erratum
  42. Erratum to “Effect of short heat treatment on mechanical properties and shape memory properties of Cu–Al–Ni shape memory alloy”
  43. Special Issue: AESMT-3 - Part II
  44. Integrated fuzzy logic and multicriteria decision model methods for selecting suitable sites for wastewater treatment plant: A case study in the center of Basrah, Iraq
  45. Physical and mechanical response of porous metals composites with nano-natural additives
  46. Special Issue: AESMT-4 - Part II
  47. New recycling method of lubricant oil and the effect on the viscosity and viscous shear as an environmentally friendly
  48. Identify the effect of Fe2O3 nanoparticles on mechanical and microstructural characteristics of aluminum matrix composite produced by powder metallurgy technique
  49. Static behavior of piled raft foundation in clay
  50. Ultra-low-power CMOS ring oscillator with minimum power consumption of 2.9 pW using low-voltage biasing technique
  51. Using ANN for well type identifying and increasing production from Sa’di formation of Halfaya oil field – Iraq
  52. Optimizing the performance of concrete tiles using nano-papyrus and carbon fibers
  53. Special Issue: AESMT-5 - Part II
  54. Comparative the effect of distribution transformer coil shape on electromagnetic forces and their distribution using the FEM
  55. The complex of Weyl module in free characteristic in the event of a partition (7,5,3)
  56. Restrained captive domination number
  57. Experimental study of improving hot mix asphalt reinforced with carbon fibers
  58. Asphalt binder modified with recycled tyre rubber
  59. Thermal performance of radiant floor cooling with phase change material for energy-efficient buildings
  60. Surveying the prediction of risks in cryptocurrency investments using recurrent neural networks
  61. A deep reinforcement learning framework to modify LQR for an active vibration control applied to 2D building models
  62. Evaluation of mechanically stabilized earth retaining walls for different soil–structure interaction methods: A review
  63. Assessment of heat transfer in a triangular duct with different configurations of ribs using computational fluid dynamics
  64. Sulfate removal from wastewater by using waste material as an adsorbent
  65. Experimental investigation on strengthening lap joints subjected to bending in glulam timber beams using CFRP sheets
  66. A study of the vibrations of a rotor bearing suspended by a hybrid spring system of shape memory alloys
  67. Stability analysis of Hub dam under rapid drawdown
  68. Developing ANFIS-FMEA model for assessment and prioritization of potential trouble factors in Iraqi building projects
  69. Numerical and experimental comparison study of piled raft foundation
  70. Effect of asphalt modified with waste engine oil on the durability properties of hot asphalt mixtures with reclaimed asphalt pavement
  71. Hydraulic model for flood inundation in Diyala River Basin using HEC-RAS, PMP, and neural network
  72. Numerical study on discharge capacity of piano key side weir with various ratios of the crest length to the width
  73. The optimal allocation of thyristor-controlled series compensators for enhancement HVAC transmission lines Iraqi super grid by using seeker optimization algorithm
  74. Numerical and experimental study of the impact on aerodynamic characteristics of the NACA0012 airfoil
  75. Effect of nano-TiO2 on physical and rheological properties of asphalt cement
  76. Performance evolution of novel palm leaf powder used for enhancing hot mix asphalt
  77. Performance analysis, evaluation, and improvement of selected unsignalized intersection using SIDRA software – Case study
  78. Flexural behavior of RC beams externally reinforced with CFRP composites using various strategies
  79. Influence of fiber types on the properties of the artificial cold-bonded lightweight aggregates
  80. Experimental investigation of RC beams strengthened with externally bonded BFRP composites
  81. Generalized RKM methods for solving fifth-order quasi-linear fractional partial differential equation
  82. An experimental and numerical study investigating sediment transport position in the bed of sewer pipes in Karbala
  83. Role of individual component failure in the performance of a 1-out-of-3 cold standby system: A Markov model approach
  84. Implementation for the cases (5, 4) and (5, 4)/(2, 0)
  85. Center group actions and related concepts
  86. Experimental investigation of the effect of horizontal construction joints on the behavior of deep beams
  87. Deletion of a vertex in even sum domination
  88. Deep learning techniques in concrete powder mix designing
  89. Effect of loading type in concrete deep beam with strut reinforcement
  90. Studying the effect of using CFRP warping on strength of husk rice concrete columns
  91. Parametric analysis of the influence of climatic factors on the formation of traditional buildings in the city of Al Najaf
  92. Suitability location for landfill using a fuzzy-GIS model: A case study in Hillah, Iraq
  93. Hybrid approach for cost estimation of sustainable building projects using artificial neural networks
  94. Assessment of indirect tensile stress and tensile–strength ratio and creep compliance in HMA mixes with micro-silica and PMB
  95. Density functional theory to study stopping power of proton in water, lung, bladder, and intestine
  96. A review of single flow, flow boiling, and coating microchannel studies
  97. Effect of GFRP bar length on the flexural behavior of hybrid concrete beams strengthened with NSM bars
  98. Exploring the impact of parameters on flow boiling heat transfer in microchannels and coated microtubes: A comprehensive review
  99. Crumb rubber modification for enhanced rutting resistance in asphalt mixtures
  100. Special Issue: AESMT-6
  101. Design of a new sorting colors system based on PLC, TIA portal, and factory I/O programs
  102. Forecasting empirical formula for suspended sediment load prediction at upstream of Al-Kufa barrage, Kufa City, Iraq
  103. Optimization and characterization of sustainable geopolymer mortars based on palygorskite clay, water glass, and sodium hydroxide
  104. Sediment transport modelling upstream of Al Kufa Barrage
  105. Study of energy loss, range, and stopping time for proton in germanium and copper materials
  106. Effect of internal and external recycle ratios on the nutrient removal efficiency of anaerobic/anoxic/oxic (VIP) wastewater treatment plant
  107. Enhancing structural behaviour of polypropylene fibre concrete columns longitudinally reinforced with fibreglass bars
  108. Sustainable road paving: Enhancing concrete paver blocks with zeolite-enhanced cement
  109. Evaluation of the operational performance of Karbala waste water treatment plant under variable flow using GPS-X model
  110. Design and simulation of photonic crystal fiber for highly sensitive chemical sensing applications
  111. Optimization and design of a new column sequencing for crude oil distillation at Basrah refinery
  112. Inductive 3D numerical modelling of the tibia bone using MRI to examine von Mises stress and overall deformation
  113. An image encryption method based on modified elliptic curve Diffie-Hellman key exchange protocol and Hill Cipher
  114. Experimental investigation of generating superheated steam using a parabolic dish with a cylindrical cavity receiver: A case study
  115. Effect of surface roughness on the interface behavior of clayey soils
  116. Investigated of the optical properties for SiO2 by using Lorentz model
  117. Measurements of induced vibrations due to steel pipe pile driving in Al-Fao soil: Effect of partial end closure
  118. Experimental and numerical studies of ballistic resistance of hybrid sandwich composite body armor
  119. Evaluation of clay layer presence on shallow foundation settlement in dry sand under an earthquake
  120. Optimal design of mechanical performances of asphalt mixtures comprising nano-clay additives
  121. Advancing seismic performance: Isolators, TMDs, and multi-level strategies in reinforced concrete buildings
  122. Predicted evaporation in Basrah using artificial neural networks
  123. Energy management system for a small town to enhance quality of life
  124. Numerical study on entropy minimization in pipes with helical airfoil and CuO nanoparticle integration
  125. Equations and methodologies of inlet drainage system discharge coefficients: A review
  126. Thermal buckling analysis for hybrid and composite laminated plate by using new displacement function
  127. Investigation into the mechanical and thermal properties of lightweight mortar using commercial beads or recycled expanded polystyrene
  128. Experimental and theoretical analysis of single-jet column and concrete column using double-jet grouting technique applied at Al-Rashdia site
  129. The impact of incorporating waste materials on the mechanical and physical characteristics of tile adhesive materials
  130. Seismic resilience: Innovations in structural engineering for earthquake-prone areas
  131. Automatic human identification using fingerprint images based on Gabor filter and SIFT features fusion
  132. Performance of GRKM-method for solving classes of ordinary and partial differential equations of sixth-orders
  133. Visible light-boosted photodegradation activity of Ag–AgVO3/Zn0.5Mn0.5Fe2O4 supported heterojunctions for effective degradation of organic contaminates
  134. Production of sustainable concrete with treated cement kiln dust and iron slag waste aggregate
  135. Key effects on the structural behavior of fiber-reinforced lightweight concrete-ribbed slabs: A review
  136. A comparative analysis of the energy dissipation efficiency of various piano key weir types
  137. Special Issue: Transport 2022 - Part II
  138. Variability in road surface temperature in urban road network – A case study making use of mobile measurements
  139. Special Issue: BCEE5-2023
  140. Evaluation of reclaimed asphalt mixtures rejuvenated with waste engine oil to resist rutting deformation
  141. Assessment of potential resistance to moisture damage and fatigue cracks of asphalt mixture modified with ground granulated blast furnace slag
  142. Investigating seismic response in adjacent structures: A study on the impact of buildings’ orientation and distance considering soil–structure interaction
  143. Improvement of porosity of mortar using polyethylene glycol pre-polymer-impregnated mortar
  144. Three-dimensional analysis of steel beam-column bolted connections
  145. Assessment of agricultural drought in Iraq employing Landsat and MODIS imagery
  146. Performance evaluation of grouted porous asphalt concrete
  147. Optimization of local modified metakaolin-based geopolymer concrete by Taguchi method
  148. Effect of waste tire products on some characteristics of roller-compacted concrete
  149. Studying the lateral displacement of retaining wall supporting sandy soil under dynamic loads
  150. Seismic performance evaluation of concrete buttress dram (Dynamic linear analysis)
  151. Behavior of soil reinforced with micropiles
  152. Possibility of production high strength lightweight concrete containing organic waste aggregate and recycled steel fibers
  153. An investigation of self-sensing and mechanical properties of smart engineered cementitious composites reinforced with functional materials
  154. Forecasting changes in precipitation and temperatures of a regional watershed in Northern Iraq using LARS-WG model
  155. Experimental investigation of dynamic soil properties for modeling energy-absorbing layers
  156. Numerical investigation of the effect of longitudinal steel reinforcement ratio on the ductility of concrete beams
  157. An experimental study on the tensile properties of reinforced asphalt pavement
  158. Self-sensing behavior of hot asphalt mixture with steel fiber-based additive
  159. Behavior of ultra-high-performance concrete deep beams reinforced by basalt fibers
  160. Optimizing asphalt binder performance with various PET types
  161. Investigation of the hydraulic characteristics and homogeneity of the microstructure of the air voids in the sustainable rigid pavement
  162. Enhanced biogas production from municipal solid waste via digestion with cow manure: A case study
  163. Special Issue: AESMT-7 - Part I
  164. Preparation and investigation of cobalt nanoparticles by laser ablation: Structure, linear, and nonlinear optical properties
  165. Seismic analysis of RC building with plan irregularity in Baghdad/Iraq to obtain the optimal behavior
  166. The effect of urban environment on large-scale path loss model’s main parameters for mmWave 5G mobile network in Iraq
  167. Formatting a questionnaire for the quality control of river bank roads
  168. Vibration suppression of smart composite beam using model predictive controller
  169. Machine learning-based compressive strength estimation in nanomaterial-modified lightweight concrete
  170. In-depth analysis of critical factors affecting Iraqi construction projects performance
  171. Behavior of container berth structure under the influence of environmental and operational loads
  172. Energy absorption and impact response of ballistic resistance laminate
  173. Effect of water-absorbent polymer balls in internal curing on punching shear behavior of bubble slabs
  174. Effect of surface roughness on interface shear strength parameters of sandy soils
  175. Evaluating the interaction for embedded H-steel section in normal concrete under monotonic and repeated loads
  176. Estimation of the settlement of pile head using ANN and multivariate linear regression based on the results of load transfer method
  177. Enhancing communication: Deep learning for Arabic sign language translation
  178. A review of recent studies of both heat pipe and evaporative cooling in passive heat recovery
  179. Effect of nano-silica on the mechanical properties of LWC
  180. An experimental study of some mechanical properties and absorption for polymer-modified cement mortar modified with superplasticizer
  181. Digital beamforming enhancement with LSTM-based deep learning for millimeter wave transmission
  182. Developing an efficient planning process for heritage buildings maintenance in Iraq
  183. Design and optimization of two-stage controller for three-phase multi-converter/multi-machine electric vehicle
  184. Evaluation of microstructure and mechanical properties of Al1050/Al2O3/Gr composite processed by forming operation ECAP
  185. Calculations of mass stopping power and range of protons in organic compounds (CH3OH, CH2O, and CO2) at energy range of 0.01–1,000 MeV
  186. Investigation of in vitro behavior of composite coating hydroxyapatite-nano silver on 316L stainless steel substrate by electrophoretic technic for biomedical tools
  187. A review: Enhancing tribological properties of journal bearings composite materials
  188. Improvements in the randomness and security of digital currency using the photon sponge hash function through Maiorana–McFarland S-box replacement
  189. Design a new scheme for image security using a deep learning technique of hierarchical parameters
  190. Special Issue: ICES 2023
  191. Comparative geotechnical analysis for ultimate bearing capacity of precast concrete piles using cone resistance measurements
  192. Visualizing sustainable rainwater harvesting: A case study of Karbala Province
  193. Geogrid reinforcement for improving bearing capacity and stability of square foundations
  194. Evaluation of the effluent concentrations of Karbala wastewater treatment plant using reliability analysis
  195. Adsorbent made with inexpensive, local resources
  196. Effect of drain pipes on seepage and slope stability through a zoned earth dam
  197. Sediment accumulation in an 8 inch sewer pipe for a sample of various particles obtained from the streets of Karbala city, Iraq
  198. Special Issue: IETAS 2024 - Part I
  199. Analyzing the impact of transfer learning on explanation accuracy in deep learning-based ECG recognition systems
  200. Effect of scale factor on the dynamic response of frame foundations
  201. Improving multi-object detection and tracking with deep learning, DeepSORT, and frame cancellation techniques
  202. The impact of using prestressed CFRP bars on the development of flexural strength
  203. Assessment of surface hardness and impact strength of denture base resins reinforced with silver–titanium dioxide and silver–zirconium dioxide nanoparticles: In vitro study
  204. A data augmentation approach to enhance breast cancer detection using generative adversarial and artificial neural networks
  205. Modification of the 5D Lorenz chaotic map with fuzzy numbers for video encryption in cloud computing
  206. Special Issue: 51st KKBN - Part I
  207. Evaluation of static bending caused damage of glass-fiber composite structure using terahertz inspection
Heruntergeladen am 4.11.2025 von https://www.degruyterbrill.com/document/doi/10.1515/eng-2022-0522/html
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