- Nano Express
- Open Access
Nanofluid impingement jet heat transfer
© Zeitoun and Ali; licensee Springer. 2012
- Received: 24 November 2011
- Accepted: 17 February 2012
- Published: 17 February 2012
Experimental investigation to study the heat transfer between a vertical round alumina-water nanofluid jet and a horizontal circular round surface is carried out. Different jet flow rates, jet nozzle diameters, various circular disk diameters and three nanoparticles concentrations (0, 6.6 and 10%, respectively) are used. The experimental results indicate that using nanofluid as a heat transfer carrier can enhance the heat transfer process. For the same Reynolds number, the experimental data show an increase in the Nusselt numbers as the nanoparticle concentration increases. Size of heating disk diameters shows reverse effect on heat transfer. It is also found that presenting the data in terms of Reynolds number at impingement jet diameter can take into account on both effects of jet heights and nozzle diameter. Presenting the data in terms of Peclet numbers, at fixed impingement nozzle diameter, makes the data less sensitive to the percentage change of the nanoparticle concentrations. Finally, general heat transfer correlation is obtained verses Peclet numbers using nanoparticle concentrations and the nozzle diameter ratio as parameters.
- heat transfer
- impingement jet
Fluid heating and cooling play very important roles in many industries including power generation, production processes, transportation and electronics. Heat transfer can be enhanced using different methods such as extended surfaces (fins), vibration of the heated surfaces, injection or suction of the fluid and applying electrical or magnetic fields. Nanofluid heat transfer is an innovative technology which can be used to enhance the heat transfer. The term nanofluid refers to a new kind of fluid produced by suspending nanoparticles in the base fluid.
Impinging liquid jet is an established technique to provide high local heat transfer coefficients between the impinged liquid and a surface. This cooling technique is considered as an attractive cost effective method of cooling [1, 2]. Combining the liquid jet impingement and the nanofluid technologies is thought to capture the advantages of both and consequently enhances the heat transfer significantly. Enhancing the heat transfer means compact size and low weight which reduces the cooling system capital cost.
Liquid jets can be classified as submerged or free surface. A submerged jet is formed when a liquid jet is discharged into the same liquid medium. A free surface jet is formed when a liquid jet is discharged into a gas medium. For free surface jet, the liquid jet impingement has demonstrated high cooling capacity as reported by Liu and Lienhard , Lienhard and Hadeler , and Bergles . The Jet impingement or free surface flow can be classified according to jet orientation, surface type or flow type as vertical or horizontal, flat or curved, and single or two phase flow, respectively.
Upon liquid jet impinging on a horizontal plate, the liquid spread due to inertia and gravity forces. A hydraulic jump occurs when the flow suddenly changes from shooting flow, before the hydraulic jump, to streaming flow after the hydraulic jump. This jump is accompanied by a sudden increase in the liquid film thickness. This change is accompanied by a significant decrease in the heat transfer. Jambunathan et al.  reviewed previous works of heat transfer between circular liquid jet and horizontal surface. Review of previous investigations reveals very high heat transfer rates at the stagnation point of the jet due to the very thin boundary layer at the stagnation point. However, at a distance of two to three nozzle diameters from the stagnation point, the cooling rate is less than half that of the stagnation value.
The pioneer work of Watson  has divided the flow field of an impinging jet over a horizontal circular disk before the hydraulic jump into two regions. The first region is near the center of the jet, where he assumed a boundary layer type flow. The second part was regarded as a free surface flow up until the hydraulic jump position. The region before the hydraulic jump is characterized by a high heat transfer capability. Chaudhury  followed Watson  and solved the energy equation, based on integral analysis, taking into consideration the viscous dissipation. The thermal boundary condition at the circular plate was assumed to be of the constant wall temperature type.
Experimental investigations of impingement jet heat transfer include works of Ishigai, Zhao and Masuoka, Baonga et al. and Teamah and Farahat [7–10]. Ishigai.  studied experimentally the flow and heat transfer of an impinging round jet over a horizontal plate. They compared their experimental measurements of the film thickness with the theoretical predictions of Watson . There was a good agreement between the two solutions near the center of the jet, but as the radial location increases, the difference becomes wider. Zhao and Masuoka  have investigated flow and heat transfer due to liquid jet impingement on a circular surface. They have studied the heat transfer between small jets of 0.9 and 2 mm and a disk of 10 mm diameter. Baonga et al.  investigated liquid film, hydraulic jump and local heat transfer distributions along the radial direction of a circular disk. For jet Reynolds number in the range of 1,050 to 9,000, and for each nozzle diameter, the difference between the stagnation and average Nusselt numbers decreases significantly for higher Reynolds number. When the jet Reynolds number increases, the average heat transfer coefficient increases because of the increase in the liquid flow rate. Furthermore, Teamah and Farahat  have investigated both the heat transfer and fluid flow due to the impingement of vertical circular water jet on a horizontal heated surface numerically and experimentally. However, the hot surface used in their experiment was square of 0.95 m side.
Different jet orientations were also investigated by Silverman and Nagler, Tong and Rahman et al. [11–13]. Silverman and Nagler  investigated heat transfer between a horizontal water jet and a vertical surface. Tong  investigated the effect of liquid inclination angle on the hydrodynamics and heat transfer of the impingement of a liquid jet on a horizontal surface. The locations of the maximum Nusselt number as well as maximum pressure on the surface were found to be identical with the geometric jet impingement point. Rahman et al.  solved free surface flow in the presence or absence of gravity. The distribution of film height was found to be strongly affected by the magnitude and orientation of gravity.
Liquid properties effect on free surface flow was investigated by Sun et al. and Liu et al. [14, 15]. Sun et al.  carried out local measurements to investigate the characteristics of heat transfer from small heater to liquid jet of Prandtl number between 7 and 262. The Nusselt number dependence of Pr1/3 was testified by their experimental data, as well as the data of water and heavy electrochemical liquid from other resources. Bula et al.  investigated effect of high Prandtl number fluid for jet impinging perpendicularly on a solid substrate of finite thickness containing small discrete heat sources. It was found that the local heat transfer coefficient had maximum value at the center of the disk and decreases gradually with radius as the flow moves downstream. Liu et al.  focused on heat transfer at the stagnation point considering in their analysis the effect of surface tension.
Carper et al.  investigated experimentally the heat transfer for impinging liquid jet on a rotating disk. They used petroleum oil as the working medium. The heat transfer coefficients increase approximately with the square root of the rotational velocity of the disk. For two phase flow applications, Robidou et al.  investigated the boiling on a hot plate cooled by a water jet. In the forced convection regime, they found that heat fluxes increased with the increase of the subcooling, jet velocity and decrease of the distance from the stagnation line. Boiling first starts in the parallel flow region and propagates in the direction of the jet. In the fully developed nucleate boiling regime, no influence of jet velocity, subcooling and the nozzle-to-plate spacing on the heat flux in the parallel flow region were observed.
Liquid jet and spray impingement cooling were studied experimentally by Oliphant et al. . The comparison of the two cooling techniques revealed that spray cooling can provide the same heat transfer coefficient as jets at a substantially lower mass flux. It was concluded that the effective cooling of non-boiling sprays was primarily due to the unsteady boundary layer resulting from droplet impact and secondarily from evaporative cooling. For nanofluids, considerable works are concentrated on the thermal property measurements and modeling including the study of Williams et al. . Experimental investigations have revealed that nanofluids have remarkably higher thermal conductivities.
Comprehensive reviews of nanofluid heat transfer have been presented by Trisaksri and Somchai  and Wang and Mujumdar . Trisaksri and Somchai  have concluded that, among a lot of models for thermal conductivity it is not clear yet which model can be considered as the best. They also added that the suspended nanoparticles remarkably increased the forced convective heat transfer of the base fluid. In addition to that, they also noted that the heat transfer of the nanofluid increased as the volume fraction increased for fixed Reynolds number. Wang and Mujumdar  reported that the use of nanofluids in a wide range of applications appears promising, but the development of this field faces several challenges: (1) the lack of agreement between experimental results from different groups, (2) the often poor performance of suspensions (3) and lack of the theoretical understanding of the mechanisms. Further theoretical and experimental research investigations were needed to understand the heat transfer characteristics of nanofluids.
For nanofluid flow inside circular tube, experimental and numerical results have indicated that increasing the nanoparticle concentration enhanced the heat transfer coefficient on the cost of the pressure drop [20, 23] and . It has been found by Torii  that significant enhancement of heat transfer performance was observed in comparison with pure water. This enhancement was intensified with the increase in the Reynolds number and the nanoparticle concentration.
Magïa et al. [25, 26], Nguyen et al. [27–29] and Gherasim et al.  carried out experimental investigations to study the heat transfer performance of nanofluid (Al2O3) for confined and submerged impinging jets. Experimental data, obtained for turbulent flow regime, have clearly shown that the inclusion of nanoparticles into distilled water has produced a considerable enhancement of the convective heat transfer coefficient. For a particular nanofluid with 6.8% particle volume concentration, the heat transfer coefficient has been found to increase as much as 40% compared to that of the base fluid. Data of Nguyen et al.  indicate that the use of a nanofluid can provide a heat transfer enhancement. It has been observed that the highest surface heat transfer coefficients can be achieved using an intermediate nozzle-to-surface distance of 5 mm and a 2.8% nanoparticle volume fraction. Nanofluids with 6% or higher particle volume fraction have been found not appropriate for the heat transfer enhancement purpose under the confined impinging jet configuration.
Manca et al.  and Feng and Kleinstreuer  numerically investigated the coffined nanofluid jet heat transfer. The numerical data of Manca et al.  indicate that Nusselt number increases for increasing particle concentrations and Reynolds numbers. A maximum increase of 18% is detected at a concentration of 6%. The required pumping power as well as Reynolds number increase as the particle concentration grows, which is almost 4.8 times greater than the values calculated for the case of base fluid.
For nanofluid jet boiling, Chakraborty et al.  have investigated the cooling of hot steel plate using TiO2 nanofluid jet. Their results of water based-TiO2 nanofluid showed significantly higher cooling rate as compared to the water as a coolant. Chakraborty et al.  concluded that convective heat transfer by jet boiling of the nanofluid together with the lower surface tension and higher viscosity of the nanofluid could be important factors leading to this faster cooling.
Nanofluid spray boiling is investigated by Chang et al.  and Bellerová et al. . Chang et al.  found that the optimal heat transfer performance is obtained using Al2O3 particle volume fraction of 0.001%. In spray cooling with high-volume-fraction nanofluids (0.025 to 0.05%), they found that the nanoparticles were easily deposited on the heated surface, thereby, reducing the number of active nucleation sites and hindering the convection heat transfer mechanism between the surface and the nanofluid. Low-volume-fraction nanofluids (0.001%) yield a significant improvement in the spray cooling efficiency since most of the nanoparticles rebound from the heated surface directly or are washed away by subsequently arriving droplets. The results of Bellerová et al.  have found, by comparing the nanofluid results with that of pure water, that an approximately 45% decrease of heat transfer coefficient of spray cooling with the volume fraction of the nanoparticle suspension increasing from 0 to 16.45%. The reduction of heat transfer coefficient caused by the change of the spraying impact duration due to the presence of nanoparticles.
This paper shows the effect of using a vertical alumina-water nanofluid jet with different concentrations on the cooling of horizontal heated circular disks with different diameters in terms of dimensionless parameters. This paper is focused on the effect of disk circular size and its relation to the nanofluid concentration on the cooling process.
Three nozzles of different diameters are used in the current investigation 0.0039, 0.0055 and 0.0082 m. The nozzle length to diameter ratio is kept above 20 to avoid the effect of entrance on jet exit. The height of the nozzle above the hot disk is maintained constant at 50 mm during this investigation. In addition to that, four circular heating plates are used with diameters 0.080, 0.100, 0.115 and 0.133 m. The first two are made of copper and the others of aluminum, respectively. The disks were nickel-electroplated to avoid rusting. A Bakelite insulating housing (3) is built to enclose the circular disk as shown in Figure 1b. The thickness of the hot disks is 25 mm. The electric heaters used are spiral stainless steel heating elements of 0.008-m diameter. The heater is placed in a circular gap of 0.015-m height as shown in Figure 1b. High thermal conductivity cement is used to hold the heater in its cylindrical gap housing. K-type thermocouples made by Thermocoax (Suresnes Cedex, France) are used to measure the disk surface temperatures. The thermocouples are of insulated junction and sheathed by stainless steel of 0.0005-m outside diameter. Those thermocouples are located along the radial direction of the disk each 0.005 m apart as shown in Figure 1c. The thermocouples are impeded in 0.002-m diameter holes in the disk using Omega high thermal conductivity cement (Omega Engineering, Inc., Stamford, CT, USA). The holes are 0.001 m below the disk surface. Two more thermocouples are used to measure the temperature difference across the Bakelite insulation. Water jet temperature is measured using a thermocouple before jet exit.
Alumina nanofluid (10-nm particles of Al2O3 dispersed in water) of 20% mass concentration supplied by the Nanostructured & Amorphous Materials, Inc. (Houston, TX, USA) is used in the present investigation. The manufacturer information about this nanofluid is that the average nanoparticle size = 10 nm gamma and it looks as a transparent liquid. The manufacturer 20%-mass concentration nanofluid was diluted to different concentrations using distilled water. These new diluted solutions are ultrasonic vibrated for about 6 h to insure complete dispersions of the nanoparticles. Still camera is used to check any precipitation. Photographs are taken just after ultrasonic vibration and 48 h later. No precipitation is observed during this period. Two mass concentrations, 6.6% and 10%, are used in the current investigation.
where X is the nanofluid particle mass concentration; ρp, fluid density of a nanoparticle; ρb, fluid density base. The measurred viscosity falls within ± 20% of Equation 6, and the measurred thermal conductivity falls within ± 5% of Equation 5.
Experiments are carried out to examine the effect of nanofluid flow rates and concentrations on steady state cooling of horizontal circular disks. Results are obtained for mass concentrations of 0.0%, 6.6% and 10.0%, mass flow rate in the range 0.006 to 0.075 kg/s and for heat flux in the range 60 to 100 kW/m2. Water is used as liquid reference (0 concentrations) in the current investigation since it is the base fluid of the used nanofluid. Three nozzles are used to examine jet size effect on heat transfer from hot disks. Four disks are used to examine effect of disk size on heat transfer.
At the beginning of the experiment, the control valve is used to establish the required flow rate through the nozzle. Then, the heater is turned on where the electric power is adjusted using the variac transformer and recorded. The data acquisition starts to collect thermocouple readings and saves them in the computer. It should be noted that the system reaches steady state in 30 min where the temperatures are recorded through the data acquisition system. The experiments are done first for pure water only, then for nanofluid with different concentrations.
where Tj is the temperature of the jet.
Uncertainty propagation technique is used to calculate how the uncertainties in each of the measured variables propagate into the value of the calculated quantities. The method for determining this uncertainty propagation is described in Taylor and Kuyatt . The uncertainties in the measured quantities are considered as follows: in temperature, ± 0.4°C; in length and diameter, ± 0.05 mm; in nanofluid mass, ± 0.1 g; in electric heating power, ± 1.5% and in flow rate, ± 2%. The estimated uncertainity in the calculated Peclet and Nusselt numbers falls within ± 2% and ± 8.7%, respectively.
Experimental investigation to study the heat transfer between a vertical round water jet having nanoparticles of aluminum oxide, and a horizontal circular round surface is carried out for different jet flow rates, jet diameters, nanoparticle concentrations and heating surface diameters. Three different nanoparticle concentrations 0%, 6.6% and 10% are used in the current investigation. For the same Reynolds number, the experimental data show an increase in the Nusselt number that can reach up to 100% for some higher concentrations. This result indicates that using nanofluid as a heat transfer carrier can enhance the heat transfer process. It was also found that presenting the data in terms of Reynolds number at impingement jet diameter can take into account the effect of jet heights and nozzle diameters. The data have also indicated that increasing heating disk diameter decreases the heat transfer coefficient. Experimental data was correlated in terms of jet Peclet number Pe i , nanofluid concentration presented by (1-X) and diameter ratio (D /D i ) with a correlation coefficient of R = 96.5%. Predictions of the obtained correlation fall within error bands of ± 20% of the experimental data.
A Area of disk, πD2/4, square meter
A k Area element assigned to each thermocouple, square meter
A j Area of jet nozzle, πDj2/4, square meter
C Specific heat, joules per kilogram Kelvin
D Disk diameter, meter
D i Jet diameter at impingement, meter
D j Nozzle diameter, meter
h Average heat transfer coefficient, watts per square meter Kelvin
k Thermal conductivity, watts per meter Kelvin
Nu D Nusselt number, hD /k
Nu j Nusselt number, hD j /k
Pe i Peclet number, Re i Pr
Re i Jet Reynolds number at impingement, ρV i D i /μ
Re j Nozzle Reynolds number, ρV j D j /μ
T Temperature, Kelvin
V i Jet velocity at impingement, meter per second
V j Velocity at nozzle exit, meter per second
Q Heat transfer, watt
q Heat flux, Q /A, watt per square meter
X Nanofluid particle mass concentration, percent
Z o Height of jet above surface disk, meter
ν kinematic viscosity, square meter per second
μ viscosity, Pascal second
ρ fluid density, kilogram per cubic meter
φ volumetric concentration, percent
b base fluid
k local temperature
This experimental investigation is supported by King Abdullah Institute for Nanotechnology at King Saud University under the project no. 42/1429. This support is highly appreciated and acknowledged.
- Liu X, Lienhard J: Extremely high heat fluxes beneath impinging jets. J Heat Transfer 1993, 115: 472–476. 10.1115/1.2910703View ArticleGoogle Scholar
- Lienhard J, Hadeler J: High heat flux cooling by liquid jet-array modules. Chem Eng Technology 1999, 22(11):967–970. 10.1002/(SICI)1521-4125(199911)22:11<967::AID-CEAT967>3.0.CO;2-BView ArticleGoogle Scholar
- Bergles A: High-flux processes through enhanced heat transfer. Rohsenow Symposium-MIT, Cambridge, Mass; 2003.Google Scholar
- Jambunathan K, Lai E, Moss M, Button B: A review of heat transfer data for single circular jet impingement. Int J Heat and Fluid Flow 1992, 13(2):106–115. 10.1016/0142-727X(92)90017-4View ArticleGoogle Scholar
- Watson E: The radial spread of a liquid jet over a horizontal plans. J Fluid Mech 1962, 20: part 3, 481–499.Google Scholar
- Chaudhury Z: Heat Transfer in a Radial Liquid Jet. J Fluid Mech 1964, 20: part 3, 501–511.View ArticleGoogle Scholar
- Ishigai S: Heat transfer of the impinging round water jet in the interference zone of film flow along the wall. Bulletin of the JSME 1977, 20(139):85–92. 10.1299/jsme1958.20.85View ArticleGoogle Scholar
- Zhao Y, Masuoka T: Conjugated heat transfer on a horizontal surface impinged by circular free-surface liquid jet. JSME International Journal Series B 2002, 45(2):307–314. 10.1299/jsmeb.45.307View ArticleGoogle Scholar
- Baonga J, Louahlia-Gualous H, Imbert M: Experimental study of the hydrodynamic and heat transfer of free liquid jet impinging a flat circular heated disk. Applied Thermal Engineering 2006, 26: 1125–1138. 10.1016/j.applthermaleng.2005.11.001View ArticleGoogle Scholar
- Teamah M, Farahat S: Experimental and numerical heat transfer from impinging of single free liquid jet. Alexandria Engineering Journal 2003, 42(5):559–575.Google Scholar
- Silverman I, Nagler A: High heat flux cooling with water jet impingement. Proceedings of 2004 ASME Heat Transfer/Fluids Engineering Summer Conference, Charlotte, North Carolina: 2004, July 11–15;Google Scholar
- Tong A: On the impingement heat transfer of an oblique free surface plane jet. International Journal of Heat and Mass Transfer 2003, 46: 2077–2085. 10.1016/S0017-9310(02)00505-7View ArticleGoogle Scholar
- Rahman M, Faghri A, Hankey W, Swanson T: Computation of the free surface flow of a thin liquid film at zero and normal gravity. Numerical Heat Transfer Part A 1990, 17: 53–71. 10.1080/10407789008944732View ArticleGoogle Scholar
- Sun H, Ma C, Chen Y: Prandtl number dependence of impingement heat transfer with circular free-surface liquid jets. lnt J Heat Mass Transfer 1998, 41(10):1360–1363. 10.1016/S0017-9310(97)00156-7View ArticleGoogle Scholar
- Liu X, Gabour L, Lienhard J: Stagnation-point heat transfer during impingement of laminar liquid jets: analysis including surface tension. J Heat Transfer 1993, 115: 99–105. 10.1115/1.2910677View ArticleGoogle Scholar
- Bula A, Rahman M, Leland J: Axial steady free surface jet impinging over a flat disk with discrete heat sources. International Journal of Heat and Fluid Flow 2000, 21: 11–21. 10.1016/S0142-727X(99)00054-5View ArticleGoogle Scholar
- Carper H, Savedra J, Suwanprateep T: Liquid jet impingement cooling of a rotating disc. Journal of Heat Transfer, Transactions of the ASME 1986, 108: 540–544. 10.1115/1.3246968View ArticleGoogle Scholar
- Robidou H, Auracher H, Gardin P, Lebouch M: Controlled cooling of a hot plate with a water jet. Experimental Thermal and Fluid Science 2002, 26: 123–129. 10.1016/S0894-1777(02)00118-8View ArticleGoogle Scholar
- Oliphant K, Webb B, McQuay M: An experimental comparison of liquid jet array and spray impingement cooling in the non-boiling regime. Experimental Thermal and Fluid Science 1998, 18: 1–10. 10.1016/S0894-1777(98)10013-4View ArticleGoogle Scholar
- Williams W, Buongiorno J, Hu L: Experimental investigation of turbulent convective heat transfer and pressure loss of alumina/water and zirconia/water nanoparticle colloids nanofluids in horizontal tubes. Journal of Heat Transfer 2008., 130(4): 042412 042412Google Scholar
- Trisaksri V, Wongwises S: Critical review of heat transfer characteristics of nanofluids. Renewable and Sustainable Energy Reviews. 2007, 11(3):512–523.Google Scholar
- Wang X, Mujumdar A: A review on nanofluids - part ii: experiments and applications. Brazilian Journal of Chemical Engineering 2008, 25(4):631–648. 10.1590/S0104-66322008000400002View ArticleGoogle Scholar
- Torii S: Experimental study on convective heat transfer of aqueous suspensions of nano-diamond particles. Proceedings of International Symposium on EcoTopia Science 2007 ISETS07 2007Google Scholar
- Ali M, Zeitoun O: Nanofluids forced convection heat transfer inside circular tubes. Int J Nanoparticles 2009, 2(1–6):164–171.View ArticleGoogle Scholar
- Maïga S, Palm S, Nguyen C, Roy G, Galanis N: Heat transfer enhancement by using nanofluids in forced convection flows. International Journal of Heat and Fluid Flow 2005, 26: 530–546. 10.1016/j.ijheatfluidflow.2005.02.004View ArticleGoogle Scholar
- Maïga S, Nguyen C, Galanis N, Roy G: Heat transfer behaviours of nanofluids in a uniformly heated tube. Superlattices and Microstructures 2004, 35: 543–557. 10.1016/j.spmi.2003.09.012View ArticleGoogle Scholar
- Nguyen C, Roy G, Gauthier C, Galanis N: Heat transfer enhancement using Al2O3-water nanofluid for an electronic liquid cooling system. Applied Thermal Engineering 2007, 27: 1501–1506. 10.1016/j.applthermaleng.2006.09.028View ArticleGoogle Scholar
- Nguyen C, Galanis N, Polidori G, Fohanno S, Popa C, Bechec A: An experimental study of a confined and submerged impinging jet heat transfer using al2o3-water nanofluid. International Journal of Thermal Sciences 2009, 48: 401–411. 10.1016/j.ijthermalsci.2008.10.007View ArticleGoogle Scholar
- Nguyen C, Laplante1 G, Cury M, Simon G: Experimental investigation of impinging jet heat transfer and erosion effect using al2o3-water nanofluid. 6thIASME/WSEAS International Conference on Fluid Mechanics and Aerodynamics (FMA'08), Rhodes, Greece, August 20–22, 2008 6th IASME/WSEAS International Conference on Fluid Mechanics and Aerodynamics (FMA'08), Rhodes, Greece, August 20-22, 2008Google Scholar
- Gherasim I, Roy G, Nguyen CT, Vo-Ngoc D: Heat transfer enhancement and pumping power in confined radial flows using nanoparticle suspensions (nanofluids). International Journal of Thermal Sciences 2011, 50: 369–377. 10.1016/j.ijthermalsci.2010.04.008View ArticleGoogle Scholar
- Manca O, Mesolella P, Nardini S, Ricci D: Numerical study of a confined slot impinging jet with nanofluids. Nanoscale Research Letters 2011, 6: 188. 10.1186/1556-276X-6-188View ArticleGoogle Scholar
- Feng Y, Kleinstreuer C: Nanofluid convective heat transfer in a parallel-disk system. International Journal of Heat and Mass Transfer 2010, 53: 4619–4628. 10.1016/j.ijheatmasstransfer.2010.06.031View ArticleGoogle Scholar
- Chakraborty S, Chakraborty A, Das S, Mukherjee T, Bhattacharjee D, Rayisij R: Application of water based-tio2 nano-fluid for cooling of hot steel plate. ISIJ International 2010, 50(1):124–127. 10.2355/isijinternational.50.124View ArticleGoogle Scholar
- Chang T, Syu S, Yang Y: Effects of particle volume fraction on spray heat transfer performance of Al2O3-water nanofluid. International Journal of Heat and Mass Transfer 2012, 55: 10141021.Google Scholar
- Bellerová H, Tseng AA, Pohanka M, Raudensky M: Spray cooling by solid jet nozzles using alumina/water nanofluids. International Journal of Thermal Sciences 2011, in press. available online available onlineGoogle Scholar
- Taylor BN, Kuyatt CE: Guidelines for evaluating and expressing the uncertainty of nist measurement results. NIST Technical Note 1297, National Institute of Standards and Technology; 1994.View ArticleGoogle Scholar
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