 Original Article
 Open Access
 Published:
Heat Transfer Performance of a Novel Microchannel Embedded with Connected Grooves
Chinese Journal of Mechanical Engineering volume 34, Article number: 145 (2021)
Abstract
To improve the heat transfer performance of microchannels, a novel microchannel embedded with connected grooves crossing two sidewalls and the bottom surface (type A) was designed. A comparative study of heat transfer was conducted regarding the performances of type A microchannels, microchannels embedded with grooves on their bottom (including types B and C), or on the sidewalls (type D) as well as smooth rectangular microchannels (type E) via a threedimensional numerical simulation and experimental validation (at Reynolds numbers from 118 to 430). Numerical results suggested that the average Nusselt number of types A, B, C, and D microchannels were 106, 73.4, 50.1, and 12.6% higher than that of type E microchannel, respectively. The smallest synergy angle β and entropy generation number N_{s,a} were determined for type A microchannels based on field synergy and nondimensional entropy analysis, which indicated that type A exhibited the best heat transfer performance. Numerical flow analysis indicated that connected grooves induced fluid to flow along two different temperature gradients, which contributed to enhanced heat transfer performance.
Introduction
Since Tuckerman et al. [1] proposed microchannel heat sinks, the study of microchannels has attracted the attention of many researchers. Microchannels are widely used in electronic products, micro reactors and other fields due to their high heat transfer efficiency and compact structure [2]. It is known that fluid in a microchannel is dominated by laminar flow, therefore, many scientists and engineers are devoted to improving the heat transfer performance of microchannels. Current enhanced heat transfer technologies for microchannels are classified as either passive or active. Active technology takes advantage of external energy input, such as jet technology [3, 4], extra magnetic fields [5], electric fields [6], acoustic fields [7, 8], or piezoelectric actuation [9]. However, because of the inherent complicated structures, there are some disadvantages for active technologies, such as their expense or inconvenience in mass production.
Passive technology entails less expense and more convenient fabrication than an active one while achieving desirable heat transfer performance without any extra power consumption except pumping power. Passive technological development mainly includes enhancing the working fluid and improving microchannel structure. Nanofluids are one kind of enhanced working fluids that contain highly thermally conductive nanoparticles, such as carbon, metal, and metal oxides. Compared to the base fluid, nanofluid has excellent properties such as higher thermal conductivities and significant enhancement of heat transfer performance. This has motivated many researchers to investigate flow and heat transfer performance in microchannel heat sinks with nanofluids. A number of researchers [10,11,12,13,14,15,16] have reported nanofluid enhanced heat transfer performance in mini/microchannel heat sinks. However, Anoop et al. [17] concluded that the heat transfer performance of nanofluids deteriorated at high flow rates compared to water. Rimbault et al. [18] observed clear heat transfer degradation for 4.5% (volume fraction) nanofluids, although with a slight heat transfer enhancement for low particle volume fractions (0.24 and 1.03%). Moreover, KhoshvaghtAliabadi et al. [19] compared their results with those of Fan et al. [20], Ho et al. [15], and Sohel et al. [16] and concluded that an enhanced surface was more effective than using an enhanced working fluid, such as a nanofluid, from the viewpoint of thermodynamics. Furthermore, microchannels with enhanced surfaces are more stable and reliable during working compared to enhanced working fluid.
An effective passive technology for improving microchannel structure is enhanced surfaces, which includes varying sectional microchannels [21, 22], doublelayered microchannels [23, 24], changing flow direction [25, 26], adding grooves on the side or bottom wall of microchannels [27,28,29,30,31], and longitudinal vortex generators [32, 33]. The above mentioned methods can effectively enhance heat transfer performance and produce better overall performance. The heat transfer enhancement mechanism applied in enhanced surface techniques can be concluded to be mainly: (1) extending heat transfer areas, (2) interrupting thermal and hydrodynamic boundary layers, and (3) improving convection or reducing temperature gradients via vortices.
Grooves are usually embedded into a microchannel because they can induce flow perturbation which plays an important role in heat transfer performance enhancement. Conder et al. [28] found that deep grooves enhanced the overall heat transfer coefficient, while shallower shapes had less effect. Moderately deep grooves resulted in nearly 75% greater average convective heat transfer coefficient with approximately 35% greater pressure penalty from turbulent conditions. Chai et al. [29] explored the optimal structure and heat transfer characteristics of grooves with the help of computational fluid dynamics in microchannels. Solovitz et al. [30] investigated the relationships of flow feature and groove structure with the help of particle image velocimetry. They suggested that the optimal shape involved a deeper groove, with enhancements greater than 35% for depthtowidth ratios between 0.3 and 0.5.
From the above studies, previous research has mainly focused on the influence of sidewall or bottom grooves on heat transfer performance. However, little attention has been paid to connected grooves crossing sidewalls and the bottom surface. Connected grooves inside a microchannel might change the flow in the sidewall and induce intensely radial and transverse convection along temperature gradients in the microchannel. Guo et al. [34, 35] indicated that guiding flow along temperature gradients was advantageous for improving heat transfer in a laminar flow field. Therefore, connected grooves are a promising passive technique for heat and mass transfer enhancement and has been applied to a passive mixer. Yang et al. [36] studied the application of connected grooves in a micro mixer experimentally. Their results showed that connected grooves induced an intensely transverse field of fluid and thus generated significant mixing enhancement in the micro mixer. Their work indicated that the study of the application of connected grooves in microdevices was very important and inspired us to examine the introduction of connected grooves into a microchannel system, which could guide fluid flow along temperature gradients (radial and transverse of a microchannel). It was important to understand the effects of connected grooves on the heat transfer performance in the microchannel heat sink. However, investigations on this topic have been relatively rare, and more focus on this topic is required. The present study focused on the effects of connected grooves on fluid flow and heat transfer performance in a microchannel heat sink. In particular, a detailed analysis and evaluation of the overall performance of connected grooves in a microchannel heat sink was performed from the viewpoint of flow path and the first and second law of thermodynamics.
Model Descriptions
Geometric Configurations
The model diagram and geometric parameters of different microchannels are shown in Figure 1. The width W_{ch} of a microchannel was 1.5 mm, depth H_{ch} at 0.75 mm, and corresponding hydraulic diameter at 1 mm, thus being a microchannel. The length L of a microchannel was 40 mm, wall thickness t at 0.5 mm, groove depth at 0.25 mm, and inclined angle of the bottom groove at 45°. The spacing of each groove in a group was 1 mm and the spacing of each group 2.5 mm. All samples were labeled as follows: type A (connected groove microchannel), type B (bottom groove microchannel), type C (rotating groove microchannel), type D (sidewall groove microchannel), and type E (smooth rectangular microchannel).
Governing Equations and Boundary Conditions
In this study, one microchannel was selected for simulation due to the symmetry of the microchannel heat sink. A solidfluid coupling model was employed, with copper as a solid domain and deionized water the fluid domain. Fluidsolid domain interface boundary conditions were applied on the interfaces between the domains. At the microchannel inlet (x = 0), a uniform velocity (u_{in} = 0.08–0.36 m/s), and temperature (T_{in} = 298 K) were employed. A uniform heat flux, (q_{w} = 100 kW/m^{2}) was applied on the bottom of the microchannel heat sink (z = 0). At the microchannel outlet (x = 40 mm), the pressureoutlet boundary condition was adopted, and P_{out} set as zero. All other walls were assigned adiabatic and noslip boundary conditions. Structured grids and a local mesh refinement method were applied for all microchannels. The computational grid for a type A microchannel is shown in Figure 2.
Numerical calculations were based on some assumptions, including: (1) singlephase incompressible laminar flow; (2) continuous and steady flow; (3) heat radiation and volume force were ignored; (4) fluid viscosity was a function of temperature, while the other physical parameters of solid and fluid were constant; and (5) viscous dissipation was ignored.
The corresponding continuity equation, momentum equations, and energy equation of the fluid domain were obtained as Eqs. (1)–(3), expressed as
For the solid region, only the energy equation was considered for heat transfer analysis, as its velocity was 0, shown as
where subscripts f and s denote fluid and solid, respectively; U the fluid velocity, in m/s; P the pressure, in Pa; T the temperature, in K; ρ the fluid density, in kg/m^{3}; c_{p} the specific heat, in J/(kg·K); λ the thermal conductivity, in W/(m·K); and μ the viscosity, in Pa·s. The μ is a function of temperature, expressed as Eq. (5) [22], as
Solution Methods and Grid Independence Test
The governing equations were discretized and solved by secondorder upwind and the SIMPLEC algorithm of the FLUENT software, with a convergence residual of 10^{−6}. Grid independence verification was used to test the influence of varied grid numbers on calculation results. Taking type B as an example, structured grids and a local mesh refinement method were used and the wall part encrypted. Three grid sizes were selected for independence tests, including grid numbers at 0.8 million (sparse), 1.5 million (dense), and 1.8 million (extremely dense). The average pressure drop and the average Nusselt number (Nu) were calculated at u_{in} = 0.36 m/s. Deviations of average pressure drop using 0.8 and 1.5 million grids from that of 1.8 million grids were 7.2% and 2.3%, respectively. Deviations of Nu using 0.8 and 1.5 million grids from that of 1.8 million grids were 5.3% and 1.5%, respectively. Therefore, 1.5 million grids was employed for the type B microchannel.
Data Reduction
The Reynolds number (Re) and hydraulic diameter (D_{h}) were calculated using Eqs. (6) and (7), respectively, as
where W_{ch} and H_{ch} are the microchannel width and height, respectively.
The average friction coefficient f and pressure drop \(\Delta p\) at the microchannel inlet and outlet were calculated using Eqs. (8) and (9), respectively, as
where L_{ch} is the microchannel length, P_{in} and P_{out} the inlet and outlet pressure, respectively. The average Nu was expressed as Eq. (10).
where Q_{tot} is the total heat flow, Q_{tot} = q × A_{w}; A_{w} is the heating area; T_{w} is the temperature of the heat sink bottom; A_{t} is the solidfluid interface area, and T_{out} is the mass weighted average temperature at the outlet.
The effective energy removed by the working fluid, Q_{eff} was obtained from Eq. (11).
where \(\dot{m}\) is the mass flow rate.
\(\overline{{T_{w} }}\), the average wall temperature of microchannel, was defined as Eq. (12).
where \(T_{w,i}\) is given as
The comprehensive evaluation factor PEC was defined as
where Nu_{0} and f_{0} are the average Nu and friction coefficient of the smooth rectangular microchannel, respectively.
The thermal resistance R_{T} of the microchannel was defined as
where T_{w},_{max} is the maximum temperature on the heat sink bottom, in K, and A_{w} the heating surface of the microchannel.
The fieldsynergy angles β [35] of heat transfer of different microchannels was defined as Eq. (16).
where the smaller the β is, the better the synergistic effect of the temperature and velocity fields will be.
Due to the irreversible processes of heat transfer and flow, the temperature entropy production S_{T} and flowing entropy production S_{P} were defined as Eqs. (17) and (18), respectively.
where u, v, and w are the components of the velocity function in x, y, and zdirections, in m/s. The total entropy production S was calculated as Eq. (19).
The dimensionless entropy production was calculated as Eq. (20).
where \(\dot{m}\) is the mass flow; \(S_{T}^{*}\) is the dimensionless temperature entropy; \(S_{P}^{*}\) is the dimensionless flow entropy, and \(S^{*}\) is the dimensionless total entropy.
Results and Discussion
Validation with Experimental Data
The accuracy and reliability of the numerical solution was validated by conducting an experiment to examine the singlephase laminar heat transfer of type B microchannels. A schematic of the flow loop and picture of the experimental setup are shown in Figure 3(a) and (b), respectively. Deionized water was used as the working fluid and circulated through the flow loop by a gear pump (GAT23DB380B, Micropump Inc., Vancouver, WA, USA) from the liquid reservoir. The test loop water flowed through a flowmeter with an uncertainty of 2.5%. After exiting the flow meter, the water passed through a constant temperature water bath where the water was maintained to the desired test section inlet temperature with an uncertainty of 0.1 ℃. Leaving the test section, the water flowed through a condenser where the water was cooled and then returned to the liquid reservoir.
The test section consisted of a microchannel sample, top plate (stainless steel), acrylic plate, polyether ether ketone flow housing, Teflon insulation block, 9 heating rods, and heating copper brick (Figure 4). The sample containing 8 type B microchannels was manufactured using numerical control milling. The heating copper brick with cartridge heaters inside consisted of an upper rectangular section of 20 mm × 40 mm, which was identical to the backside surface of the microchannel sample. The microchannel sample was adhered on top of the copper block using a very thin layer of heatconducting silicon grease to minimize contact thermal resistance. Nine cartridge heaters, connected to a digital powermeter, supplied a total power of 80 W to the test section. Five Ktype thermocouples with an uncertainty of 0.3 ℃ were embedded in the copper brick at a distance of 2 mm below the top surface of copper brick to measure the wall temperature distribution of microchannels (T_{1}–T_{5}). Two Ktype thermocouples (T_{6}–T_{7}) were used to measure the thermal conductivity of the heating copper brick according to the one dimensional Fourier heat conduction law. The locations of these seven thermocouples are depicted in Figure 4. The inlet and outlet temperatures were detected by two typeK thermocouples, which were set at about 5 mm before and after the microchannel sample. All temperatures and flow rates were collected by an Agilent 34970A data acquisition system (Agilent Technologies, Inc., Santa Clara, CA, USA).
Experiments were conducted with an inlet temperature of 25 ℃ and heat fluxes of 100 kW/m^{2}. In each test, the supplied power and inlet temperature were constant and different Re numbers (208–430) was obtained by adjusting the flow rates. A comparison between experimental and numerical average Nu for type B microchannel showed that differences of Nu between the simulated results and tested data were within 5%, indicating the numerical solution here was reliable (Figure 5).
Flowing Analysis
It is known that fluid flow has an important influence on heat transfer performance. An effective method for enhancing heat transfer is fabricating grooves at the microchannel bottom, because the resulting vortices could promote fluid to flow along the temperature gradients. In this part of the study, the enhanced heat transfer mechanism of grooved microchannels was further investigated by examining the streamlines of the different microchannels. The streamlines were intercepted from x = 11.4 to 20.4 mm for analysis (Figure 6). The streamline of type A showed that the total velocity v_{B} in the bottom groove of type A could be decomposed into v_{Bx} and v_{By}, with v_{By} along the yaxis, which was the temperature gradient direction of dT/dy (Figure 6(a)). Different from conventional sidewall fluid flow [28, 31], the sidewall fluid in type A was seen to have an additional velocity component v_{sz} along the zaxis. The total velocity v_{S} (in the sidewall groove) of type A was decomposed into v_{sx} and v_{sz}, with v_{sz} along the temperature gradient direction of dT/dz. The above analysis suggested that the connected grooves strengthened convection in y and z direction. According to the field synergy principle [35], it was concluded that connected grooves improved the heat transform performance due to the connected grooves intensifying fluid convection along temperature gradients. Similar to type A, the streamline of type B was also guided to flow along the temperature gradient direction of dT/dy in Figure 6(b). However, some center fluid in type B still flowed along the xaxis, which might have been due to the groove depth being too small to influence the center fluid. Type D was a typical sidewall groove microchannel (Figure 6(c)). Fluid was is trapped in the sidewall groove, mainly in the form of transverse vortices that have a certain disturbing effect on the groove fluid, but little effect on the central fluid. Similar findings have also been documented in a previous study [28].
Pressure Drop
All samples presented a monotonic increasing trend in pressure drop with increasing Reynolds number, which was consistent to many other reports. In addition, grooves also affected the flow resistance. Curves of pressure drop varying with Re, showed that the ΔP of grooved microchannels were significantly higher than that of smooth microchannels at the same Re in Figure 7. This was because the existence of grooves led to the formation of vortices which made the fluid deviate from the mainstream direction, thus increased flow resistance. For example, the ΔP of type A had an average 84.3% higher than that of type E due to fluid vortices. Also, ΔP varied with microchannel structure, such that ΔP of type A was seen to be higher than that of other grooved microchannels, as type A contained both bottom grooves and sidewall grooves. Moreover, the ΔP of type C was higher than that of type E but lower than all other grooved microchannels. The groove arrangement of type C has been confirmed to fit the profile of streamlining better than other types of microchannels [37]. The less fluid velocity changed, the smaller the flow resistance. Therefore, the ΔP of type C was lower than that of other grooved microchannels. It was also observed that, with increased Re, ΔP differences of different microchannels became more significant, indicating that grooves had greater influence on flow resistance at high Re.
Heat Transfer Performance
The Nu of grooved microchannels were significantly higher than those of the smooth one under the same Re (Figure 8a). The order of Nu values in all microchannel samples, from large to small was type A > B > C > D > E. The Nu of types A, B, C, and D were 106%, 73.4%, 50.1%, and 12.6% higher than that of type E, respectively. It was found that the average Nu of type A was greater than the simple superposition of types B and D (106% > (73.4% plus 12.6%)). This indicated that the heat transfer performance of type A was greater than the simple superposition of types B and D. The reason for this was that the connected grooves transformed flow in the sidewalls from transverse to longitudinal vortices (with a longitudinal velocity component v_{sz} along the zaxis) based on Section 4.2. The existence of v_{sz} promoted the fluid at the hot boundary (bottom surface of the microchannel) to flow to the cold boundary (adiabatic upper plate). Therefore, its overall heat transfer was better than that of type D with only sidewall grooves and type B with only bottom grooves. The Nu of different bottom grooved microchannels, types B and C, were also found to be larger than that of type D, indicating that bottom grooves had a more significant effect on heat transfer than sidewall grooves.
Engineers always pursue microchannels with low flow resistance and high heat transfer performances. However, methods of heat transfer enhancement commonly are accompanied with a pressure drop penalty. Nu/Nu_{0} and f/f_{0} reflect the differences of heat transfer performance and flow resistance between different grooved microchannels and a rectangular microchannel (Figure 8(b) and (c)). Nu/Nu_{0} and f/f_{0} almost increased with increased Re, and variations in Nu/Nu_{0} and f/f_{0} with Re indicated that the existence of grooves led to the simultaneous enhancement of heat transfer performance and flow resistance. Thus, the optimal microchannel structure was still not obtained.
The comprehensive evaluation factor (PEC) is widely used to evaluate the comprehensive performances of different microchannels. When the value of PEC is > 1, the comprehensive performance of a microchannel is effectively improved, and at other values indicates that the performance is lower than or equal to that of a smooth microchannel. Here, the PEC values of different grooved microchannels were all > 1, with the order from large to small PEC being type A >B >C > D (Figure 8(d)).
The average PEC values of types A, B, C, and D were 1.90, 1.62, 1.22, and 1.06, respectively, which suggested that the novel connected grooves of type A exhibited the best heat transfer performance among all present microchannels. These results indicated that, although the grooves increased microchannel flow resistance, the incremental increase in heat transfer was still greater than that of flow resistance. Meanwhile, PEC curves showed similar trends to that of Nu/Nu_{0}, showing that heat transfer enhancement was a dominant factor over the studied range of Re.
Fieldsynergy Angles
Many previous studies have shown that grooves have different degrees of fieldsynergistic characteristics [38, 39]. Variations of the synergy angle β, the angle between velocity vector and temperature gradients of the fluid, of different microchannels were examined (Figure 9). The β value was seen to decrease with increased Re, while clear differences in β were observed between different microchannels. The β of type E was close to 90°, which was the largest fieldsynergy angle observed here and indicated that synergistic effects in type E were very weak, with almost no synergism. This finding was consistent with the flow analysis results (Figure 6). Among all these different microchannels, the β of type A was the smallest and fluctuated at ~87°, which suggested that type A had the best fieldsynergistic effects, thus obtaining the strongest heat transfer performance. The synergistic effect sequence from large to small was type A > B > C > D > E, which was consistent with the heat transfer analysis (Figure 8(a) Therefore, the simulation results were verified by field synergy theory [34, 35].
Thermal Resistance and Wall Temperature Analysis
Temperature uniformity plays an important role in prolonging the life of electronic components and the performance of microreactors. Microchannel heat sinks are an effective means for reducing thermal resistance and improving temperature uniformity. Curves of thermal resistance R_{T} vs. Re showed that R_{T} gradually decreased with increased Re (Figure 10). This was because of decreased average fluid temperature and increased heat transfer coefficient [22]. However, the decrement in R_{T} became less at higher Re, which was due to the pressure drop increasing quickly and heat transfer coefficient increasing slowly at higher Re, which implied that it was insufficient to reduce R_{T} only by increasing fluid velocity. At the same Re, R_{T} values of grooved microchannels were all significantly lower than that of type E, indicating better overall performance. In particular, the R_{T} of type A was almost half that of type E, which indicated that grooves helped improve heat transfer performance. The order of R_{T} from large to small was type A < B < C < D < E, which was also consistent with the order of heat transfer performance.
Entropy Analysis
In the process of convective heat transfer, both heat transfer and fluid flow are irreversible processes with entropy generation. The smaller the entropy production is, the higher the energy utilization. The curves of dimensionless entropy production varying with Re showed that the dimensionless temperature entropy \(S_{T}^{*}\) decreased with increased Re (Figure 11(a)). The reason for this result was that increased Re led to improved heat transfer performance, resulting in more uniform fluid temperature and decreased \(S_{T}^{*}\). The dimensionless flow entropy \(S_{P}^{*}\) increased with increased Re (Figure 11(b)). The accepted reason for these results was that high flow resistance caused increased irreversible loss of heat energy at high Re. However, the \(S_{P}^{*}\) of type E was found here to be the smallest, followed by type C, which was because the groove arrangement of type C was more in line with the microchannel groove flow trend. This finding was also consistent with the analysis of pressure drop and friction resistance (Figures 6 and 7(c)). The dimensionless total entropy production \(S^{*}\) was approximated using \(S_{T}^{*}\) (Figure 11(c)), which also decreased with increased Re, as \(S_{T}^{*}\) was dominant in the heat transfer process. All \(S^{*}\) of grooved microchannels were also observed to be lower than that of type E, followed by type B, C, D, and A. The lowest \(S^{*}\) of type A indicated that the connected grooves in type A led fluid to flow along the temperature gradients, resulting in the highest energy utilization. The N_{s,a} of grooved microchannels were all significantly lower than that of type E under the same Re, which meant that grooves improved energy utilization in the heat transfer process (Figure 11(d)). The N_{s,a} of type A was also seen to be the lowest, which was in agreement with the previous conclusion that type A energy utilization was the most effective.
Conclusions
In this study, a novel microchannel, type A, with connected grooves was designed. The heat transfer performance of type A and other microchannel types were investigated and compared via simulations with Re over a range from 118 to 430.

1)
Connected grooves crossing both sidewalls and bottom surface in a microchannel were demonstrated to supply remarkable flow fields along the temperature gradients and improve heat transfer quality, compared to grooves only on sidewalls or bottom. Type A provided heat transfer efficiency superior to the simple superposition of types B and D. The average PEC values of type A, B, C, and D were 1.90, 1.62, 1.22, and 1.06, respectively, in the studied Re.

2)
Simulation results were also verified by field synergy theory, which showed that the synergy angle of type A was the smallest among all these microchannels, meaning that its synergistic effects were the best. Field synergy analysis results were consistent with the analysis of heat transfer performance.

3)
Nondimensional entropy analysis showed that grooves can improve energy utilization and the entropy generation number N_{s,a} of all grooved microchannels were all significantly lower than 1. Meanwhile, the N_{s,a} of type A was the lowest at the same Re, indicating that the energy utilization of connected groove microchannels was the most effective.
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Funding
Supported by the Natural Science Foundation of China (Grant No. 51922092), Natural Science Foundation of Fujian Province of China (Grant No. 2017J06015), the Equipment Preresearch Foundation of China (Grant No. 61409230206), Open Fund of the Key Laboratory for Metallurgical Equipment and Control of Ministry of Education in Wuhan University of Science and Technology (Grant No. MECOF2019A01).
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DY conceived the idea, completed the experiments, and wrote the original draft. WZ provided the funding assistance, supervised the work, and edited the draft. TF provided suggestions regarding numerical simulation. QYD assisted with the heat transfer experiment. All authors read and approved the final manuscript.
Authors’ Information
Ding Yuan, is currently a postdoctoral fellow at the Department of Mechanical & Electrical Engineering, Xiamen University, China. She received her doctoral degree from South China University of Technology, China, in 2018. Her research interests include micro and nano manufacturing technology, microchannel heat exchangers, and heat and mass transfer.
Wei Zhou, is currently a Professor at the Department of Mechanical & Electrical Engineering, Xiamen University, China.
Ting Fu, is currently an associate professor at the Key Laboratory of Metallurgical Equipment and Control Technology, Wuhan University of Science and Technology, China.
Qinyu Dong, is currently an undergraduate at the Department of Mechanical & Electrical Engineering, Xiamen University, China.
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Yuan, D., Zhou, W., Fu, T. et al. Heat Transfer Performance of a Novel Microchannel Embedded with Connected Grooves. Chin. J. Mech. Eng. 34, 145 (2021). https://doi.org/10.1186/s1003302100632w
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DOI: https://doi.org/10.1186/s1003302100632w
Keywords
 Microchannel
 Connected grooves
 Heat transfer enhancement
 Performance evaluation