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Research Article

Turbulent Eulerian–Eulerian simulation and Taguchi optimization of twin oblique nanofluid jets injecting into a water cross-flow

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Pages 2590-2599 | Received 09 Aug 2020, Accepted 28 Mar 2023, Published online: 02 Oct 2023

References

  • Abdelrehim, O., A. Khater, A. A. Mohamad, and A. Radwan. 2019. “Two-phase Simulation of Nanofluid in a Confined Single Impinging Jet.” Case Studies in Thermal Engineering 14: 100423. https://doi.org/10.1016/j.csite.2019.100423.
  • Abhijith, M. S., and K. Venkatasubbaiah. 2021. “Numerical Study of Variation in Drag and Virtual Mass Forces for a Nanofluid Flow Through a Microchannel Using Eulerian–Eulerian Two-phase Model.” Computational Thermal Sciences: An International Journal 13 (2): 57–73. https://doi.org/10.1615/ComputThermalScien.2020034272.
  • Akbari, M., N. Galanis, and A. Behzadmehr. 2011. “Comparative Analysis of Single and Two-phase Models for CFD Studies of Nanofluid Heat Transfer.” International Journal of Thermal Sciences 50 (8): 1343–1354. https://doi.org/10.1016/j.ijthermalsci.2011.03.008.
  • Alinejad, J., and J. A. Esfahani. 2017. “Taguchi Design of Three Dimensional Simulations for Optimization of Turbulent Mixed Convection in a Cavity.” Meccanica 52 (4–5): 925–938. https://doi.org/10.1007/s11012-016-0436-9.
  • Ambreen, T., A. Saleem, and C. W. Park. 2020. “Analysis of Hydro-thermal and Entropy Generation Characteristics of Nanofluid in an Aluminium Foam Heat Sink by Employing Darcy–Forchheimer–Brinkman Model Coupled with Multiphase Eulerian Model.” Applied Thermal Engineering 173: 115231. https://doi.org/10.1016/j.applthermaleng.2020.115231.
  • Azmi, W. H., K. V. Sharma, P. K. Sarma, R. Mamat, S. Anuar, and V. D. Rao. 2013. “Experimental Determination of Turbulent Forced Convection Heat Transfer and Friction Factor with SiO2 Nanofluid.” Experimental Thermal and Fluid Sciences 51: 103–111. https://doi.org/10.1016/j.expthermflusci.2013.07.006.
  • Barbosa, F. V., S. D. T. Sousa, S. F. C. F. Teixeira, and J. C. F. Teixeira. 2021. “Application of Taguchi Method for the Analysis of a Multiple Air Jet Impingement System with and Without Target Plate Motion.” International Journal of Heat and Mass Transfer 176: 121504. https://doi.org/10.1016/j.ijheatmasstransfer.2021.121504.
  • Barnoon, P., D. Toghraie, and S. Rostami. 2020. “Optimization of Heating–Cooling Generators with Porous Components/Cryogenic Conductors on Natural Convection in a Porous Enclosure: Using Different Two-phase Models and Single-Phase Model and Using Different Designs.” International Communications in Heat and Mass Transfer 111: 104472. https://doi.org/10.1016/j.icheatmasstransfer.2019.104472.
  • Beg, O. A., M. M. Rashidi, M. Akbari, and A. Hosseini. 2014. “Comparative Numerical Study of Single-Phase and Two-phase Models for Bio-nanofluid Transport Phenomena.” Journal of Mechanics in Medicine and Biology 14: 1–31. https://doi.org/10.1142/S0219519414500110.
  • Behroyan, I., S. M. Vanaki, P. Ganesan, and R. Saidur. 2016. “A Comprehensive Comparison of Various CFD Models for Convective Heat Transfer of Al2O3 Nanofluid Inside a Heated Tube.” International Communications in Heat and Mass Transfer 70: 27–37. https://doi.org/10.1016/j.icheatmasstransfer.2015.11.001.
  • Bouillard, J. X., R. W. Lyczkowski, and D. Gidaspow. 1989. “Porosity Distributions in a Fluidized bed with an Immersed Obstacle.” AIChE Journal 35 (6): 908–922. https://doi.org/10.1002/aic.690350604.
  • Burns, A. D., T. Frank, I. Hamill, and J. M. Shi. 2004. “The Favre Averaged Drag Model for Turbulent Dispersion in Eulerian Multi-phase Flows.” Paper presented at the 5th International Conference on Multiphase Flow, Yokohama, Japan.
  • Çolak, A. B., A. Shafiq, and T. N. Sindhu. 2022. “Modeling of Darcy–Forchheimer Bioconvective Powell Eyring Nanofluid with Artificial Neural Network.” Chinese Journal of Physics 77: 2435–2453. https://doi.org/10.1016/j.cjph.2022.04.004.
  • Drew, D. A., and R. T. Lahey. 1993. “Analytical Modeling of Multiphase Flow.” In Particulate Two-phase Flow, edited by Roco M. C., 509-566. Boston: Butterworth–Heinemann.
  • Ganesan, P., I. Behroyan, S. He, S. Sivasankaran, and S. C. Sandaran. 2016. “Turbulent Forced Convection of Cu-Water Nanofluid in a Heated Tube: Improvement of the Two-phase Model.” Numerical Heat Transfer, Part A 69 (4): 401–420. https://doi.org/10.1080/10407782.2015.1081019.
  • Ghasemi, S. E., A. A. Ranjbar, and M. J. Hosseini. 2017. “Numerical Study on the Convective Heat Transfer of Nanofluid in a Triangular Minichannel Heat Sink Using the Eulerian–Eulerian Two-phase Model.” Numerical Heat Transfer, Part A 72 (2): 158–196. https://doi.org/10.1080/10407782.2017.1358990.
  • Gholinia, M., S. A. H. K. Moosavi, M. Pourfallah, S. Gholinia, and D. D. Ganji. 2019. “A Numerical Treatment of the TiO2/C2H6O2–H2O Hybrid Base Nanofluid Inside a Porous Cavity Under the Impact of Shape Factor in MHD Flow.” International Journal of Ambient Energy 42: 1815–1822. https://doi.org/10.1080/01430750.2019.1614996.
  • Goharimanesh, M., S. M. Javid, S. R. Bazaz, and H. Rostami. 2017. “Reducing Ice Accretion Using Design of Experiments Based on Taguchi Method.” Journal of Applied Science and Engineering 20: 165–172. https://doi.org/10.6180/jase.2017.20.2.04.
  • Goktepe, S., K. Atalik, and H. Erturk. 2014. “Comparison of Single and Two-phase Models for Nanofluid Convection at the Entrance of a Uniformly Heated Tube.” International Journal of Thermal Sciences 80: 83–92. https://doi.org/10.1016/j.ijthermalsci.2014.01.014.
  • Hanafizadeh, P., M. Ashjaee, M. Goharkhah, K. Montazeri, and M. Akram. 2015. “The Comparative Study of Single and Two-phase Models for Magnetite Nanofluid Forced Convection in a Tube.” International Communications in Heat and Mass Transfer 65: 58–70. https://doi.org/10.1016/j.icheatmasstransfer.2015.04.012.
  • Heyhat, M. M., F. Kowsary, A. M. Rashidi, S. A. V. Esfehani, and A. Amrollahi. 2012. “Experimental Investigation of Turbulent Flow and Convective Heat Transfer Characteristics of Alumina Water Nanofluids in Fully Developed Flow Regime.” International Communications in Heat and Mass Transfer 39 (8): 1272–1278. https://doi.org/10.1016/j.icheatmasstransfer.2012.06.024.
  • Kalteh, M., A. Abbassi, M. Saffar–Avval, A. Frijns, A. Darbuber, and J. Harting. 2012. “Experimental and Numerical Investigation of Nanofluid Forced Convection Inside a Wide Microchannel Heat Sink.” Applied Thermal Engineering 36: 260–268. https://doi.org/10.1016/j.applthermaleng.2011.10.023.
  • Kalteh, M., A. Abbassi, M. Saffar–Avval, and J. Harting. 2011. “Eulerian–Eulerian Two-phase Numerical Simulation of Nanofluid Laminar Forced Convection in a Microchannel.” International Journal of Heat and Fluid Flow 32 (1): 107–116. https://doi.org/10.1016/j.ijheatfluidflow.2010.08.001.
  • Kamel, M. S., M. S. A–agha, F. Lezsovits, and O. Mahian. 2020. “Simulation of Pool Boiling of Nanofluids by Using Eulerian Multiphase Model.” Journal of Thermal Analysis and Calorimetry 142 (1): 493–505. https://doi.org/10.1007/s10973-019-09180-x.
  • Kuipers, J. A. M., W. Prins, and W. P. M. Van Swaaij. 1992. “Numerical Calculation of Wall-to-Bed Heat-Transfer Coefficients in Gas-fluidized Beds.” AIChE Journal 38 (7): 1079–1091. https://doi.org/10.1002/aic.690380711.
  • Manigandan, S., P. Gunasekar, S. Nithya, J. Devipriya, S. Raja, and S. Venkatesh. 2020. “Influence of Injection Parameters on NOx Emission from Biodiesel Powered Diesel Engine by Taguchi Technique.” International Journal of Ambient Energy 41 (8): 906–910. https://doi.org/10.1080/01430750.2018.1492447.
  • Mohammed, H. I., D. Giddings, G. S. Walker, and H. Power. 2018. “CFD Assessment of the Effect of Nanoparticles on the Heat Transfer Properties of Acetone/ZnBr2 Solution.” Applied Thermal Engineering 128: 264–273. https://doi.org/10.1016/j.applthermaleng.2017.08.169.
  • Moraga, F. J., F. J. Bonetto, and R. T. Lahey. 1999. “Lateral Forces on Spheres in Turbulent Uniform Shear Flow.” International Journal of Multiphase Flow 25 (6–7): 1321–1372. https://doi.org/10.1016/S0301-9322(99)00045-2.
  • Moraveji, M. K., and R. M. Ardehali. 2013. “CFD Modeling (Comparing Single and Two-phase Approaches) on Thermal Performance of Al2O3/Water Nanofluid in Mini–channel Heat Sink.” International Communications in Heat and Mass Transfer 44: 157–164. https://doi.org/10.1016/j.icheatmasstransfer.2013.02.012.
  • Naphon, P., T. Arisariyawong, and T. Nualboonrueng. 2017. “Nanofluids Heat Transfer and Flow Analysis in Vertical Spirally Coiled Tubes Using Eulerian Two–phase Turbulent Model.” Heat and Mass Transfer 53 (7): 2297–2308. https://doi.org/10.1007/s00231-017-1977-8.
  • Nath, R., and M. Krishnan. 2019. “Optimization of Double Diffusive Mixed Convection in a BFS Channel Filled with Alumina Nanoparticle Using Taguchi Method and Utility Concept.” Scientific Reports 9: 19536. https://doi.org/10.1038/s41598-019-55897-y.
  • Peng, W., B. Minli, L. Jizu, H. Chengzhi, and W. Yuyan. 2014. “Numerical Investigation on the Turbulent Flow Characteristic of Nanofluids in a Horizontal Circular Tube.” Numerical Heat Transfer, Part A 66 (6): 646–668. https://doi.org/10.1080/10407782.2014.894389.
  • Rabiee, A., and A. Atf. 2017. “A Computational Fluid Dynamics Investigation of Various Nanofluids in a Boiling Flow Field.” Progress in Nuclear Energy 95: 61–69. https://doi.org/10.1016/j.pnucene.2016.11.013.
  • Rashidi, M. M., A. Hosseini, I. Pop, S. Kumar, and N. Freidoonimehr. 2014. “Comparative Numerical Study of Single and Two-phase Models of Nanofluid Heat Transfer in Wavy Channel.” Applied Mathematics and Mechanics 35 (7): 783–848. https://doi.org/10.1007/s10483-014-1839-9.
  • Sabaghan, A., M. Edalatpour, M. C. Moghadam, E. Roohi, and H. Niazmand. 2016. “Nanofluid Flow and Heat Transfer in a Microchannel with Longitudinal Vortex Generators: Two-phase Numerical Simulation.” Applied Thermal Engineering 100: 179–189. https://doi.org/10.1016/j.applthermaleng.2016.02.020.
  • Sadaghiani, A. K., M. Yildiz, and A. Kosar. 2016. “Numerical Modeling of Convective Heat Transfer of Thermally Developing Nanofluid Flows in a Horizontal Microtube.” International Journal of Thermal Sciences 109: 54–69. https://doi.org/10.1016/j.ijthermalsci.2016.05.022.
  • Salman, B. H., H. A. Mohammed, and A. S. Kherbeet. 2016. “Numerical Study of Three Different Approaches to Simulate Nanofluids Flow and Heat Transfer in a Microtube.” Heat Transfer – Asian Research 45 (1): 46–58. https://doi.org/10.1002/htj.21152.
  • Shafiq, A., A. B. Çolak, and T. N. Sindhu. 2021. “Designing Artificial Neural Network of Nanoparticle Diameter and Solid–Fluid Interfacial Layer on Single-walled Carbon Nanotubes/Ethylene Glycol Nanofluid Flow on Thin Slendering Needles.” International Journal for Numerical Methods in Fluids 93 (12): 3384–3404. https://doi.org/10.1002/fld.5038.
  • Sharifi, A. H., I. Zahmatkesh, A. M. Mozhdehi, A. Morsali, and F. F. Bamoharram. 2020. “Stability Appraisement of the Alumina–Brine Nanofluid in the Presence of Ionic and Non–Ionic Disparents on the Alumina Nanoparticles Surface as Heat Transfer Fluids: Quantum Mechanical Study and Taguchi–Optimized Experimental Analysis.” Journal of Molecular Liquids 319: 113898. https://doi.org/10.1016/j.molliq.2020.113898.
  • Singh, Y., A. Kumar, R. Maithani, and N. Verma. 2018. “TiO2/H2O Nanofluid Flow and Heat Transfer Analysis in V-pattern with Combined Protrusion Obstacle Square Channel: Experimental Analysis and CFD Validation.” International Journal of Ambient Energy 42: 652–671. https://doi.org/10.1080/01430750.2018.1563807.
  • Sobhani, M., H. A. Tighchi, and J. A. Esfahani. 2018. “Taguchi Optimization of Combined Radiation/Natural Convection of Participating Medium in a Cavity with a Horizontal fin Using LBM.” Physica A: Statistical Mechanics and its Applications 509: 1062–1079. https://doi.org/10.1016/j.physa.2018.06.056.
  • Subramani, S., and R. Govindasamy. 2021. “Application of MRSN Ratio and Taguchi Parametric Design in Optimization of Parameters of DI CI Engine Fuelled with Diesel–Biodiesel–Higher Alcohol Blends.” Fuel 285: 119116. https://doi.org/10.1016/j.fuel.2020.119116.
  • Sureshkumar, S., S. Muthukumar, D. H. Doh, and E. Prem. 2018. “Effects of Magnetic Field Inclination on Tilted Square Cavity Filled with Nanofluid Saturated Porous Medium.” International Journal of Ambient Energy 42: 403–415. https://doi.org/10.1080/01430750.2018.1537935.
  • Syamlal, M., and D. Gidaspow. 1985. “Heat Hydrodynamics of Fluidization: Prediction of Wall to Bed Heat Transfer Coefficients.” AIChE Journal 31 (1): 127–135. https://doi.org/10.1002/aic.690310115.
  • Tang, L., J. Pan, and B. Sundén. 2019. “Parametric Study and Optimization on Heat Transfer and Flow Characteristics in a Rectangular Channel with Longitudinal Vortex Generators.” Numerical Heat Transfer, Part A 76 (11): 830–850. https://doi.org/10.1080/10407782.2019.1673095.
  • Torshizi, E., and I. Zahmatkesh. 2018. “Injection of Twin Oblique Nanofluid Jets Into a Water Cross-Flow: An Eulerian–Eulerian Two-phase Analysis.” Modares Mechanical Engineering 17: 123–134.
  • Troshko, A. A., and Y. A. Hassan. 2001. “A Two-Equation Turbulence Model of Turbulent Bubbly Flows.” International Journal of Multiphase Flow 27 (11): 1965–2000. https://doi.org/10.1016/S0301-9322(01)00043-X.
  • Uysal, C., K. Arslan, and H. Kurt. 2019. “Laminar Forced Convection and Entropy Generation of ZnO–Ethylene Glycol Nanofluid Flow Through Square Microchannel with Using Two-phase Eulerian–Eulerian Model.” Journal of Applied Fluid Mechanics 12 (1): 1–10. https://doi.org/10.29252/jafm.75.253.28744.
  • Varzaneh, A. A., D. Toghraie, and A. Karimipour. 2020. “Comprehensive Simulation of Nanofluid Flow and Heat Transfer in Straight Ribbed Microtube Using Single–Phase and Two-phase Models for Choosing the Best Conditions.” Journal of Thermal Analysis and Calorimetry 139 (1): 701–720. https://doi.org/10.1007/s10973-019-08381-8.
  • Vasquez, S. A., and V. A. Ivanov. 2000. “A Phase Coupled Method for Solving Multiphase Problems on Unstructured Meshes.” Paper presented at the ASME Fluids Engineering Division Summer Meeting, American Society of Mechanical Engineers (ASME), Boston, Massachusetts.
  • Wakao, N., and S. Kaguei. 1982. Heat and Mass Transfer in Packed Beds. New York: Gordon and Breach.
  • Yakhot, V., and S. A. Orszag. 1986. “Renormalization Group Analysis of Turbulence.” Journal of Scientific Computing 1 (1): 1–51. https://doi.org/10.1007/BF01061452.
  • Yang, T. F., J. H. Lu, W. M. Yan, and M. Ghalambaz. 2019. “Optimization of Pulse Current on Energy Storage of Zinc–Air Flow Batteries.” Journal of Power Sources 442: 227253. https://doi.org/10.1016/j.jpowsour.2019.227253.
  • Yusuf, R., M. C. Melaaen, and V. Mathiesen. 2005. “CFD Modeling of Heat Transfer in Gas Fluidized Beds.” Paper presented at the 4th International Conference on CFD in the Oil and Gas, Metallurgical & Process Industries, Trondheim, Norway.
  • Zahmatkesh, I., and M. R. H. Shandiz. 2019. “Optimum Constituents for MHD Heat Transfer of Nanofluids Within Porous Cavities: A Taguchi Analysis in Natural and Mixed Convection Configurations.” Journal of Thermal Analysis and Calorimetry 13 (2): 1669–1681. https://doi.org/10.1007/s10973-019-08191-y.
  • Zahmatkesh, I., and E. Torshizi. 2019. “Scrutiny of Unsteady Flow and Heat Transfer in a Backward–Facing Step Under Pulsating Nanofluid Blowing Using the Eulerian–Eulerian Approach.” Journal of Mechanics 35 (1): 93–105. https://doi.org/10.1017/jmech.2017.73.

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