Numerical study of the flow in a square cavity filled with Carbopol-TiO2 nanofluid
Graphical abstract
Introduction
Since the 90s, nanoparticles have been used in many fields including electronics, coatings, textiles, sports articles, pharmaceutical applications, food processing, aerospace domain, automotive industry, chemicals, construction, cosmetics and optics. Today, they are present in more than one thousand products. The addition of nanoparticles in a fluid medium gives rise to a new category called nanofluid that has aroused the interest of researchers. Combining nanoparticles with a non-Newtonian fluid has been the focus of several studies in order to analyze the rheological behavior of this mixture and its potential applications in industry.
Ternik and Rudolf [2] studied natural convection for an aqueous solution of Carboxymethyl Cellulose (CMC) as base fluid, and one of Au, Al2O3, Cu and TiO2 as nanoparticles. Such a mixture follows the power law model. They found that the average Nusselt number increases with the nanofluid Rayleigh number for all types of nanoparticles. Kefayati [3] used copper nanoparticles with water in a square lid driven cavity. He observed that the mixture has a shear-thinning behavior. He noticed that nanoparticles do increase the heat transfer for several values of the power law index. Using the same mixture, Kefayati [4] analyzed the entropy generation due to both heat transfer and fluid friction. He observed that entropy generation increases with volume fraction and decreasing the power law index. The heat transfer and fluid flow of SA-TiO2 non-Newtonian nanofluid in a porous medium has been investigated by Hatami and Ganji [5]. They used two analytical approaches, namely, Least Square Method (LSM) and Collocation Method (CM) as well as a numerical method. They concluded that LSM is more accurate for problems involving a mixture of non-Newtonian fluid and nanoparticles. Considering a sinusoidal boundary condition, Kefayati [6] investigated via the Finite Difference Lattice Boltzmann Method (FDLBM) the mixed convection of a water-Al2O3 mixture which exhibits a shear-thinning behavior. He concluded that the effect of nanoparticles on the heat transfer increases with the power law index. Recently, Kefayati [7] investigated a two-side lid driven cavity under the same conditions. The thermal boundary conditions were hot left wall and cold right wall.
Non-Newtonian nanoparticle fluid flow through a circular tube has been investigated for a wide set of thermal conditions. Kamali and Binesh [8] performed a numerical investigation in order to understand the non-Newtonian Carbon Nanotube (CNT) nanofluid behavior in the case of the power law model. Moawed et al. [9] studied blood-Au non-Newtonian nanofluids. They observed that the Nusselt number increases with nanoparticle concentration. They also proposed an equation for the Nusselt number. Similar studies were conducted by Hojjat et al. [10] and Moraveji et al. [11].
A numerical study was performed by Li et al. [12] in order to examine the thermal performance of nanoparticles in a non-Newtonian base fluid by considering discrete heating and cooling sections. They noticed that, for heating sections, the heat transfer improvement due to presence of the nanoparticles is higher for larger values of the power law index. The same trend was observed in cold sections for nanofluid cooling effect. Baheri Islami et al. [13] investigated the heat transfer of a non-Newtonian nanofluid flow in the presence of baffles. They concluded that the heat transfer is enhanced by nanoparticle addition. Furthermore, the enhancement is more significant for a Newtonian base fluid.
The work of Roberts and Barnes [14] showed that the carbopol exhibits both yield stress and shear-thinning properties, a behavior corresponding to the Herschel-Bulkley model. It is interesting to note that the Herschel-Bulkley model describes well the experimental fluid flows in [15], [16]. In addition, the Herschel-Bulkley model exhibits five fluid category limiting cases, which depend on the values of three parameters as summarized in Table 1.
To our knowledge, there is no published work dealing with natural convection in a cavity filled with a Herschel-Bulkley nanofluid. In the present study, we evaluate the hydrodynamic and thermal performances of a two-dimensional square enclosure filled with TiO2-carbopol nanofluid exhibiting both yield stress and shear-thinning behaviors. The cavity is differentially heated with Neumann boundary conditions on the vertical walls while the horizontal walls are insulated.
Section snippets
Problem definition
The physical setup involves natural convection in a square enclosure with adiabatic horizontal walls and differentially heated vertical walls. The left wall is heated with uniform and constant heat flux density while the right wall is cooled with the same flux. The cavity is filled with a homogeneous aqueous solution of carbopol (0.02–0.08 wt% [17]) that contains titanium dioxide nanoparticles. The resulting mixture is a nanofluid which presents yield stress and shear-thinning behavior after
Code validation
In order to check the computational code accuracy employed in the present study, we validate the code by performing a simulation for two problems investigated previously by Kefayati [4], [27]. The first problem, which is used to validate the viscosity model, is the problem of the lid-driven cavity filled with Bingham fluid using the regularized Papanastasiou model. Fig. 2 shows that there is a good agreement between our results and those of Kefayati [27]. The second problem, which is selected
Conclusion
The aim of the present paper is to examine numerically the problem of natural convection inside a differentially heated square enclosure filled with a TiO2-carbopol non-Newtonian nanofluid. The fluid flow behavior is based on the regularized Herschel-Bulkley-Papanastasiou model combined with the viscosity model proposed by He et al. [1] in order to take into account the presence of oxide titanium nanoparticles. The obtained solutions are dependent on parameters including the Rayleigh number,
Acknowledgements
The authors would like to thank the support in the code elaboration by Professors Tew-Fik Mahdi, Patrick Vasseur, Ricardo Camarero and Jean-Yves Trepanier of Ecole Polytechnique de Montreal. Also, the authors are grateful for academic support rendered in this regard by Professor Farid Bensebaa of York University.
References (44)
- et al.
Numerical investigation into the convective heat transfer of TiO2 nanofluids flowing through a straight tube under the laminar flow conditions
Appl. Therm. Eng.
(2009) FDLBM simulation of mixed convection in a lid-driven cavity filled with non-Newtonian nanofluid in the presence of magnetic field
Int. J. Therm. Sci.
(2015)FDLBM simulation of entropy generation due to natural convection in an enclosure filled with non-Newtonian nanofluid
Powder Technol.
(2015)- et al.
Heat transfer and flow analysis for SA-TiO2 non-Newtonian nanofluid passing through the porous media between two coaxial cylinders
J. Mol. Liq.
(2013) Mixed convection of non-Newtonian nanofluids flows in a lid-driven enclosure with sinusoidal temperature profile using FDLBM
Powder Technol.
(2014)Mesoscopic simulation of mixed convection on non-Newtonian nanofluids in a two sided lid-driven enclosure
Adv. Powder Technol.
(2015)- et al.
Numerical investigation of heat transfer enhancement using carbon nanotube-based non-Newtonian nanofluids
Int. Commun. Heat Mass Transfer
(2010) - et al.
Convective heat transfer of non-Newtonian nanofluids through a uniformly heated circular tube
Int. J. Therm. Sci.
(2011) - et al.
Modeling of forced convective heat transfer of a non-Newtonian nanofluid in the horizontal tube under constant heat flux with computational fluid dynamics
Int. Commun. Heat Mass Transfer
(2012) - et al.
Effects of non-Newtonian behaviour on the thermal performance of nanofluids in a horizontal channel with discrete regions of heating and cooling
Appl. Therm. Eng.
(2016)
An investigation on the hydrodynamic and heat transfer of nanofluid flow, with non-Newtonian base fluid, in micromixers
Int. J. Heat Mass Transf.
Heat transfer of a non-Newtonian fluid (carbopol aqueous solution) in transitional pipe flow
Int. J. Heat Mass Transf.
Rayleigh-Benard convection in Herschel-Bulkley fluid
J. Non-Newtonian Fluid Mech.
Effect of nanofluid variable properties on natural convection in enclosures filled with a CuO–EG–water nanofluid
Int. J. Therm. Sci.
Numerical simulation of calendering viscoplastic fluids
J. Non-Newtonian Fluid Mech.
Flow of Bingham plastics in a lid-driven square cavity
J. Non-Newtonian Fluid Mech.
Flow instabilities of Herschel–Bulkley fluids
J. Non-Newtonian Fluid Mech.
Creeping motion of a sphere in tubes filled with Herschel–Bulkley fluids
J. Non-Newtonian Fluid Mech.
Viscoplastic Poiseuille flow in a rectangular duct with wall slip
J. Non-Newtonian Fluid Mech.
Mesoscopic simulation of magnetic field effect on Bingham fluid in an internal flow
J. Taiwan Inst. Chem. Eng.
On creeping drag flow of a viscoplastic fluid past a circular cylinder: wall effects
Chem. Eng. Sci.
Comparison of strongly implicit procedures for the solution of the fluid flow equations in finite difference form
Appl. Math. Model.
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