NanoRound: A benchmark study on the numerical approach in nanofluids' simulation

Abstract Numerical simulation of nanofluid flows is of maximum importance for a large area of applications, especially in the solar energy technology. Even though a lot of numerical studies are available in the open literature, there is still a large debate in regard to the most appropriate approach when dealing with nanofluids. Plus, a precise simulation of the thermal fluid-solid system encompasses a profound understanding of the fundamental physical phenomena that appear in the nanofluid flow. In this idea, a number of simplifications and approaches are considered, and the aim of this benchmark study is to shed some light in the most suitable CFD approach when dealing with nanofluid flow. Finally, different approaches were considered by different research groups with relevant experience in CFD and are discussed accordingly and in connection with an experimental case that was chosen as a comparison. The current benchmark study was projected to be an ample reference for investigators interested in dealing with the numerical study of the nanofluids’ flow.

[1]  L. Colla,et al.  Laminar mixed convection of TiO2–water nanofluid in horizontal uniformly heated pipe flow , 2015 .

[2]  Vincenzo Bianco,et al.  Heat Transfer Enhancement with Nanofluids , 2015 .

[3]  Dengwei Jing,et al.  A modified aggregation based model for the accurate prediction of particle distribution and viscosity in magnetic nanofluids , 2015 .

[4]  Yulong Ding,et al.  Experimental investigation into convective heat transfer of nanofluids at the entrance region under laminar flow conditions , 2004 .

[5]  Rahman Saidur,et al.  Application of Computational Fluid Dynamics (CFD) for nanofluids , 2012 .

[6]  Jianzhong Lin,et al.  Pressure Drop and Heat Transfer of Nanofluid in Turbulent Pipe Flow Considering Particle Coagulation and Breakage , 2014 .

[7]  Alina Adriana Minea Advances in New Heat Transfer Fluids: From Numerical to Experimental Techniques , 2017 .

[8]  P. V. Walke,et al.  Heat transfer characteristics in nanofluid—A review , 2017 .

[9]  M. Venkatesan,et al.  Review on nanofluids characterization, heat transfer characteristics and applications , 2016 .

[10]  M. McLinden,et al.  NIST Standard Reference Database 23: Reference Fluid Thermodynamic and Transport Properties-REFPROP, Version 8.0 , 2007 .

[11]  Mohammad Hadi Hajmohammad,et al.  Do nanofluids affect the future of heat transfer?“A benchmark study on the efficiency of nanofluids” , 2018, Energy.

[12]  Huijin Xu,et al.  The lattice Boltzmann modeling on the nanofluid natural convective transport in a cavity filled with a porous foam , 2017 .

[13]  Patricia E. Gharagozloo,et al.  A Benchmark Study on the Thermal Conductivity of Nanofluids , 2009 .

[14]  Patrick Rambaud,et al.  Application of an Integrated CFD Model to Aluminum Nanoparticle Production , 2014 .

[15]  Minghai Xu,et al.  Flow and heat transfer characteristics of nanofluid flowing through metal foams , 2015 .

[16]  J. Buongiorno Convective Transport in Nanofluids , 2006 .

[17]  Mohd Khairol Anuar Mohd Ariffin,et al.  Numerical study of nanofluid heat transfer for different tube geometries – A comprehensive review on performance , 2017 .

[18]  Angel Huminic,et al.  The heat transfer performances and entropy generation analysis of hybrid nanofluids in a flattened tube , 2018 .

[19]  Robert A. Taylor,et al.  Recent advances in modeling and simulation of nanofluid flows—Part II: Applications , 2019, Physics Reports.

[20]  Flávio Augusto Sanzovo Fiorelli,et al.  Review of the mechanisms responsible for heat transfer enhancement using nanofluids , 2016 .

[21]  Kambiz Vafai,et al.  Analytical considerations of flow/thermal coupling of nanofluids in foam metals with local thermal non-equilibrium (LTNE) phenomena and inhomogeneous nanoparticle distribution , 2019, International Journal of Heat and Fluid Flow.

[22]  Huijin Xu,et al.  Review on heat conduction, heat convection, thermal radiation and phase change heat transfer of nanofluids in porous media: Fundamentals and applications , 2019, Chemical Engineering Science.

[23]  Arvind Rajendran,et al.  Lattice Boltzmann method for population balance equations with simultaneous growth, nucleation, aggregation and breakage , 2012 .

[24]  P. Ganesan,et al.  Numerical study of convective heat transfer of nanofluids: A review , 2016 .

[25]  G. S. Mcnab,et al.  Thermophoresis in liquids , 1973 .

[26]  Andreas Bück,et al.  Population balance model for drying of droplets containing aggregating nanoparticles , 2012 .

[27]  C. Chon,et al.  Empirical correlation finding the role of temperature and particle size for nanofluid (Al2O3) thermal conductivity enhancement , 2005 .

[28]  William A. Wakeham,et al.  Standard Reference Data for the Thermal Conductivity of Liquids , 1986 .

[29]  Robert A. Taylor,et al.  Recent advances in modeling and simulation of nanofluid flows-Part I: Fundamentals and theory , 2019, Physics Reports.

[30]  Alok Darshan Kothiyal,et al.  A review of flow and heat transfer behaviour of nanofluids in micro channel heat sinks , 2018, Thermal Science and Engineering Progress.

[31]  Man-Hoe Kim,et al.  Heat transfer and pressure drop correlations of nanofluids: A state of art review , 2018, Renewable and Sustainable Energy Reviews.

[32]  S. K. Dewangan,et al.  Review of computational fluid dynamics (CFD) researches on nano fluid flow through micro channel , 2018 .

[33]  Wenhua Yu,et al.  Nanofluids: Science and Technology , 2007 .

[34]  Angel Huminic,et al.  Hybrid nanofluids for heat transfer applications – A state-of-the-art review , 2018, International Journal of Heat and Mass Transfer.

[35]  Sung Wook Hong,et al.  Round-robin test on thermal conductivity measurement of ZnO nanofluids and comparison of experimental results with theoretical bounds , 2011, Nanoscale research letters.

[36]  N. B. Vargaftik Tables on the thermophysical properties of liquids and gases: In normal and dissociated states , 1975 .

[37]  H. Brinkman The Viscosity of Concentrated Suspensions and Solutions , 1952 .

[38]  J. Maxwell A Treatise on Electricity and Magnetism , 1873, Nature.

[39]  Angel Huminic,et al.  Numerical analysis of hybrid nanofluids as coolants for automotive applications , 2017 .

[40]  K. Khanafer,et al.  BUOYANCY-DRIVEN HEAT TRANSFER ENHANCEMENT IN A TWO-DIMENSIONAL ENCLOSURE UTILIZING NANOFLUIDS , 2003 .