<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD JATS (Z39.96) Journal Publishing DTD v1.1 20151215//EN" "http://jats.nlm.nih.gov/publishing/1.1/JATS-journalpublishing1.dtd">
<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xml:lang="en" article-type="research-article" dtd-version="1.1">
<front>
<journal-meta>
<journal-id journal-id-type="pmc">FHMT</journal-id>
<journal-id journal-id-type="nlm-ta">FHMT</journal-id>
<journal-id journal-id-type="publisher-id">FHMT</journal-id>
<journal-title-group>
<journal-title>Frontiers in Heat and Mass Transfer</journal-title>
</journal-title-group>
<issn pub-type="epub">2151-8629</issn>
<publisher>
<publisher-name>Tech Science Press</publisher-name>
<publisher-loc>USA</publisher-loc>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">54164</article-id>
<article-id pub-id-type="doi">10.32604/fhmt.2024.054164</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Article</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Magneto-Hydro-Convective Nanofluid Flow in Porous Square Enclosure</article-title>
<alt-title alt-title-type="left-running-head">Magneto-Hydro-Convective Nanofluid Flow in Porous Square Enclosure</alt-title>
<alt-title alt-title-type="right-running-head">Magneto-Hydro-Convective Nanofluid Flow in Porous Square Enclosure</alt-title>
</title-group>
<contrib-group>
<contrib id="author-1" contrib-type="author">
<name name-style="western"><surname>Said</surname><given-names>B. Ould</given-names></name><xref ref-type="aff" rid="aff-1">1</xref></contrib>
<contrib id="author-2" contrib-type="author" corresp="yes">
<name name-style="western"><surname>Mebarek-Oudina</surname><given-names>F.</given-names></name><xref ref-type="aff" rid="aff-2">2</xref><email>oudina2003@yahoo.fr</email></contrib>
<contrib id="author-3" contrib-type="author">
<name name-style="western"><surname>Medebber</surname><given-names>M. A.</given-names></name><xref ref-type="aff" rid="aff-3">3</xref></contrib>
<aff id="aff-1"><label>1</label><institution>Laboratory Numerical and Experimental Modeling of Mechanical Phenomena, Mechanical Engineering Department, Abdelhamid Ibn Badis University</institution>, <addr-line>Mostaganem, 27000</addr-line>, <country>Algeria</country></aff>
<aff id="aff-2"><label>2</label><institution>Department of Physics, Faculty of Sciences, University of 20 Ao&#x00FA;t 1955-Skikda, Skikda</institution>, <addr-line>21000</addr-line>, <country>Algeria</country></aff>
<aff id="aff-3"><label>3</label><institution>Mechanical Engineering Department, Mostapha Istambouli University</institution>, <addr-line>Mascara, 29000</addr-line>, <country>Algeria</country></aff>
</contrib-group>
<author-notes>
<corresp id="cor1"><label>&#x002A;</label>Corresponding Author: F. Mebarek-Oudina. Email: <email>oudina2003@yahoo.fr</email></corresp>
</author-notes>
<pub-date date-type="collection" publication-format="electronic">
<year>2024</year></pub-date>
<pub-date date-type="pub" publication-format="electronic">
<day>30</day>
<month>10</month>
<year>2024</year>
</pub-date>
<volume>22</volume>
<issue>5</issue>
<fpage>1343</fpage>
<lpage>1360</lpage>
<history>
<date date-type="received">
<day>20</day>
<month>5</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>15</day>
<month>7</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>&#x00A9; 2024 The Authors.</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Published by Tech Science Press.</copyright-holder>
<license xlink:href="https://creativecommons.org/licenses/by/4.0/">
<license-p>This work is licensed under a <ext-link ext-link-type="uri" xlink:type="simple" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution 4.0 International License</ext-link>, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.</license-p>
</license>
</permissions>
<self-uri content-type="pdf" xlink:href="TSP_FHMT_54164.pdf"></self-uri>
<abstract>
<p>In this work, a steady mixed convection in a two-dimensional enclosure filled viananoliquid Cu/H2O through a porous medium was numerically analyzed. The nanoliquid flow is designated utilizing the Brinkman-Forchheimer model. The upper and the bottom horizontal walls are considered to be hot (Th) and cold temperature (Tc), respectively, whereas the other walls are thermally insulated. The impact of various dimensionless terms such as the Grashof number (Gr) in the ranges (0.01&#x2013;20), the Reynolds number (Re) in the ranges (50&#x2013;500), the Hartman number (Ha) in the ranges (0&#x2013;20), and three different location cases (0.25, 0.5, and 0.75) are carefully analyzed. The obtained outcomes are established in the form of isotherms, streamlines, and the average Nusselt number. It has been found that heat transport increases significantly through rising Reynolds number (Re). For the location cases L &#x003D; 0.25, Re &#x003D; 50, and Gr &#x003D; 10<sup>5</sup>, the heat transfer is maximum.</p>
</abstract>
<kwd-group kwd-group-type="author">
<kwd>Magneto-hydro-dynamic</kwd>
<kwd>convection</kwd>
<kwd>Cu-water nanoliquid</kwd>
<kwd>heat transfer</kwd>
<kwd>inner obstacle cylinder location</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<label>1</label>
<title>Introduction</title>
<p>The convective heat transport problem receives much attention from scientists [<xref ref-type="bibr" rid="ref-1">1</xref>,<xref ref-type="bibr" rid="ref-2">2</xref>]. Ben-Nakhi et al. [<xref ref-type="bibr" rid="ref-3">3</xref>] have demonstrated a computed analysis of convection inside an enclosure. Saeid [<xref ref-type="bibr" rid="ref-4">4</xref>] examined the heat transport in a permeable enclosure with a heated wall. Varol et al. [<xref ref-type="bibr" rid="ref-5">5</xref>] have reconnoitered the coupling between conduction and convection in a triangular enclosure. Chamkha et al. [<xref ref-type="bibr" rid="ref-6">6</xref>] have scrutinized the warm execution of a square walled-in area, which contains a warmed triangular strong divider. In addition, various experimental trainings have been carried out [<xref ref-type="bibr" rid="ref-7">7</xref>&#x2013;<xref ref-type="bibr" rid="ref-9">9</xref>], and there are several theoretical studies of convection in closed cavities with local heaters [<xref ref-type="bibr" rid="ref-10">10</xref>,<xref ref-type="bibr" rid="ref-11">11</xref>]. In an endeavor to synthesize and scrutinize the impact of NF on liquid motion and heat transport rate, various simulations have been carried out in diverse enclosures. Recently, several researches were conducted to analyze the addition of magnetic hybrid nanofluids (HNFs) in porous enclosures [<xref ref-type="bibr" rid="ref-12">12</xref>&#x2013;<xref ref-type="bibr" rid="ref-14">14</xref>]. They have examined the exploitation of HNFs in thermal systems used in engineering applications. Sheremet et al. [<xref ref-type="bibr" rid="ref-15">15</xref>] explored the convection transient in an undulated-walled cavity filled with nanoparticles and fluid. They found that the average Nu decreased via a rise in the nanoparticle volume fraction. Bouselsal et al. [<xref ref-type="bibr" rid="ref-16">16</xref>] analyzed the convection inside a tube/shell heat exchanger of various tube shapes filled with Al<sub>2</sub>O<sub>3</sub>-MWCNT hybrid nanofluid. Ramesh et al. [<xref ref-type="bibr" rid="ref-17">17</xref>] explored different problems of free convection in various cavities filled with nanofluid. They presented different techniques to boost heat transport (HT). Ismael et al. [<xref ref-type="bibr" rid="ref-18">18</xref>] analyzed the HT in a square medium filled with anNF. The amelioration of HT is reached for very low (Da) numbers and greater than 0.5 of the porous layer thickness. Ismael et al. [<xref ref-type="bibr" rid="ref-19">19</xref>] exposed the coupled convection and conduction modes in a square enclosure. In recent times, the influence of NP volume fractions on the free convection in several cavities under a Lorentz force has enticed the attention of numerous scientists. Ali et al. [<xref ref-type="bibr" rid="ref-20">20</xref>] inspected the impact of Lorenz force with a heat source on ciliated micro-vessels through hybrid nano-blood. Esfe et al. [<xref ref-type="bibr" rid="ref-21">21</xref>] analyzed the effect of distinctive terms on the warm convection in distinctive walled in areas beneath attractive areas with NFs. They stated that Nu decreased with the Ha effect. Mebarek-Oudina et al. [<xref ref-type="bibr" rid="ref-22">22</xref>] scrutinized the thermal-convective performance of the HNF in porous media and its contribution to entropy generation under the power of the Lorentz force. Molana et al. [<xref ref-type="bibr" rid="ref-23">23</xref>] conducted an analysis of convection within a creatively shaped permeable cavity. Their study delved into examining the influence of several physical terms such as Ha, Da, and Ra numbers, alongside geometrical terms, on both the velocity and temperature fields. Giwa et al. [<xref ref-type="bibr" rid="ref-24">24</xref>] delved into the convection study within a square enclosure with a hybrid NF under the influence of magnetic fields. Their research focused on exploring the impact of physical and geometrical terms on both temperature and velocity fields. Hdhiri et al. [<xref ref-type="bibr" rid="ref-25">25</xref>] focused their research on convection within a square-porous cavity. Their findings encompassed a range of parameters including Darcy numbers, porosity, and Richardson numbers and provided insights into the outcomes of their study. Rajarathinam et al. [<xref ref-type="bibr" rid="ref-26">26</xref>] investigated the convection of a Cu-H<sub>2</sub>O NF in a porous enclosure. They made a significant observation that the orientation of the moving divider has a direct impact on thermal transport in the system. Mebarek-Oudina et al. [<xref ref-type="bibr" rid="ref-27">27</xref>] considered a modified Buongiorno model to verify the influence of magnetite-water NF on hydromagnetic flow. Fayz-Al-Asad et al. [<xref ref-type="bibr" rid="ref-28">28</xref>] studied the heat transfer performance with convection in a wavy surface enclosure adjusted through the fin, they found that the fin size had a significant impact on HT. Abolbashari et al. [<xref ref-type="bibr" rid="ref-29">29</xref>] conducted entropy generation research in a porous enclosure filled with NF. Kameswaran et al. [<xref ref-type="bibr" rid="ref-30">30</xref>] studied the influence of homogeneous-heterogeneous reactions in NF flow. They studied two types of NFs, Cu-H<sub>2</sub>O and Ag-H<sub>2</sub>O. Swamy et al. [<xref ref-type="bibr" rid="ref-31">31</xref>] considered the conjugate (conduction-convection) Magneto-Hydro-Dynamic (MHD) incompressible flow in an annular cavity filled via MWCNT-Ag water HNF. It appeared that the most extreme stream quality and warm dissemination rate have been accomplished for a higher conductivity proportion with a lower divider thickness. They found that increasing nanoparticle concentration leads to maximum heat transport. Keerthi Reddy et al. [<xref ref-type="bibr" rid="ref-32">32</xref>] examined the numerical think-about of buoyant convection and warm scattering forms of nanoliquids soaked in a slanted permeable annulus. They found that an increase in Darcy&#x2019;s number increases the average Nu. In addition, they noticed a substantial control of the magnetic field on liquid flow and heat transport rate. The convection in a square cavity is numerically studied. The 2D Navier-Stokes equations are computed utilizing a control-volume technique based on the model of Darcy-Forchheimer. The solution is achieved for diverse (Gr) numbers, (Ha) numbers, Reynolds numbers (Re), and three locations of the inner cylinder. These studies are attended to improve the impact of physical and geometrical terms on the velocity field, temperature field, and heat transport. Recently, many researches [<xref ref-type="bibr" rid="ref-33">33</xref>&#x2013;<xref ref-type="bibr" rid="ref-36">36</xref>] were published to examine the convective flow and entropy generation of NF in various cavities. The novelty here and similar works is to study the magnetohydrodynamic convective flow that occurs in a square enclosure with NF made of Cu/H<sub>2</sub>O in a porous medium with inlet and outlet ports and variously located inner elliptical obstacle. Considering an extensive review of the authors&#x2019; expertise and the literature, this particular issue has not yet been studied. Walls are retained at temperatures of hot Th and cold Tc (Th &#x003E; Tc), respectively, while the left and right vertical walls and the inner elliptical cylinder are considered to be adiabatic.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Materials and Methods</title>
<p>The physical geometry of the current investigation is displayed in <xref ref-type="fig" rid="fig-1">Fig. 1</xref>. It is a 2D porous square enclosure filled with Cu-water NF under radial electromagnetic force. The top and bottom horizontally are minted at hot and cold temperatures, respectively. While the vertical walls are adiabatic. The liquid enters the cavity via an inlet port of width (h<sub>i</sub>) that is positioned on the left vertical wall, prolonging from y &#x003D; (H&#x2013;h<sub>i</sub>) to y &#x003D; H. An exit port of width (h<sub>o</sub>) is located on the right vertical wall, scattering from y &#x003D; zero to y &#x003D; h<sub>o</sub>. The widths of the inlet and outlet ports are identical (h<sub>i</sub> &#x003D; h<sub>o</sub> &#x003D; h). Here, the convection of NF is analyzed by considering three varied locations of the inner cylinder (L).</p>
<fig id="fig-1">
<label>Figure 1</label>
<caption>
<title>Physical sketch</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-1.tif"/>
</fig>
<p>The NF physical properties are expected to be constant except for the density variation in the buoyancy parameter due to the Boussinesq estimate. <xref ref-type="table" rid="table-1">Table 1</xref> presents the constant thermo-physical properties of both the NPs and the base liquid. These assumptions are used:</p>
<table-wrap id="table-1">
<label>Table 1</label>
<caption>
<title>Thermophysical properties of base liquid and NPs [<xref ref-type="bibr" rid="ref-37">37</xref>]</title>
</caption>
<table frame="hsides">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th></th>
<th><inline-formula id="ieqn-3"><mml:math id="mml-ieqn-3"><mml:mi mathvariant="bold-italic">&#x03C1;</mml:mi></mml:math></inline-formula> (Kg/m<sup>3</sup>)</th>
<th>C<sub>p</sub> (J/kg k)</th>
<th>K (W/m k)</th>
<th>&#x03C3; (S/m)</th>
<th><inline-formula id="ieqn-4"><mml:math id="mml-ieqn-4"><mml:mi>&#x03B2;</mml:mi></mml:math></inline-formula> (K<sup>&#x2212;1</sup>)</th>
</tr>
</thead>
<tbody>
<tr>
<td>Pure water</td>
<td>997.1</td>
<td>4179</td>
<td>0.613</td>
<td>5.5 &#x00D7; 10<sup>&#x2212;6</sup></td>
<td>21 &#x00D7; 10<sup>&#x2212;5</sup></td>
</tr>
<tr>
<td>Cu</td>
<td>8933</td>
<td>385</td>
<td>401</td>
<td>59.6 &#x00D7; 10<sup>&#x2212;6</sup></td>
<td>1.67 &#x00D7; 10<sup>&#x2212;5</sup></td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The considered geometry is axisymmetric.</p>
<p>The NF is assumed to be Newtonian and incompressible, and the flow is laminar and unsteady.</p>
<p>The permeable medium is suspicious to be isotropic, homogeneous, and in warm harmony with the fluid.</p>
<p>The NF in the porous enclosure is presumed to be in a single phase. That is, the liquid and NPs are in a warm balance, and no-slip condition happens among them.</p>
<p>With the above expectations and the Boussinesq estimations, 2D equations comprising mass, momentum, and energy can be articulated utilizing the Darcy-Brinkman-Forchheimer model as [<xref ref-type="bibr" rid="ref-22">22</xref>]:
<disp-formula id="eqn-1"><label>(1)</label><mml:math id="mml-eqn-1" display="block"><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>y</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math></disp-formula>
<disp-formula id="eqn-2"><label>(2)</label><mml:math id="mml-eqn-2" display="block"><mml:mtable columnalign="right left right left right left right left right left right left" rowspacing="3pt" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true"><mml:mtr><mml:mtd><mml:mfrac><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mi>u</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mi>v</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>y</mml:mi></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mi></mml:mi><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>p</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03F5;</mml:mi></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>x</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>u</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>y</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd /><mml:mtd><mml:mi></mml:mi><mml:mspace width="1em" /><mml:mo>+</mml:mo><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>g</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>T</mml:mi><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>K</mml:mi></mml:mfrac><mml:mi>u</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mrow><mml:mn>1.75</mml:mn><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msqrt><mml:mn>150</mml:mn><mml:mi>K</mml:mi></mml:msqrt><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mfrac><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:msqrt><mml:msup><mml:mi>u</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mi>v</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:msqrt><mml:mo>)</mml:mo></mml:mrow><mml:mi>u</mml:mi></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="eqn-3"><label>(3)</label><mml:math id="mml-eqn-3" display="block"><mml:mtable columnalign="right left right left right left right left right left right left" rowspacing="3pt" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true"><mml:mtr><mml:mtd><mml:mfrac><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mi>u</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mi>v</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>y</mml:mi></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mi></mml:mi><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>p</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>y</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03F5;</mml:mi></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>x</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>v</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>y</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd /><mml:mtd><mml:mi></mml:mi><mml:mspace width="1em" /><mml:mo>+</mml:mo><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>g</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:mi>T</mml:mi><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>c</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mi>K</mml:mi></mml:mfrac><mml:mi>v</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mrow><mml:mn>1.75</mml:mn><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msqrt><mml:mn>150</mml:mn><mml:mi>K</mml:mi></mml:msqrt><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mfrac><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:msqrt><mml:msup><mml:mi>u</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mi>v</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:msqrt><mml:mo>)</mml:mo></mml:mrow><mml:mi>v</mml:mi><mml:mo>+</mml:mo><mml:mi>&#x03C3;</mml:mi><mml:msubsup><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mi>v</mml:mi><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="eqn-4"><label>(4)</label><mml:math id="mml-eqn-4" display="block"><mml:mi>u</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mi>v</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>y</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03B1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>x</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>T</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>y</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula></p>
<sec id="s2_1">
<label>2.1</label>
<title>The Dimensionless Governing Equations</title>
<p>The system is transformed using these variables:
<disp-formula id="eqn-5"><label>(5)</label><mml:math id="mml-eqn-5" display="block"><mml:mtable columnalign="right left right left right left right left right left right left" rowspacing="3pt" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true"><mml:mtr><mml:mtd /><mml:mtd><mml:mi>X</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>x</mml:mi><mml:mi>H</mml:mi></mml:mfrac><mml:mo>,</mml:mo><mml:mi>Y</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>y</mml:mi><mml:mi>H</mml:mi></mml:mfrac><mml:mo>,</mml:mo><mml:mi>U</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>u</mml:mi><mml:msub><mml:mi>u</mml:mi><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>,</mml:mo><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>v</mml:mi><mml:msub><mml:mi>u</mml:mi><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>,</mml:mo><mml:mi>&#x03B8;</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>T</mml:mi><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>C</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:mrow><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>H</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>T</mml:mi><mml:mrow><mml:mi>C</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>,</mml:mo><mml:mi>P</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mi>p</mml:mi><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msubsup><mml:mi>u</mml:mi><mml:mrow><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mrow></mml:mfrac><mml:mo>,</mml:mo><mml:mi>D</mml:mi><mml:mi>a</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x03BA;</mml:mi></mml:mrow><mml:msup><mml:mi>H</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mo>,</mml:mo><mml:mrow><mml:mtext>Re</mml:mtext></mml:mrow><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>u</mml:mi><mml:mrow><mml:mi>o</mml:mi></mml:mrow></mml:msub><mml:mi>H</mml:mi></mml:mrow><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>,</mml:mo><mml:mi>G</mml:mi><mml:mi>r</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>g</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mi mathvariant="normal">&#x0394;</mml:mi></mml:mrow><mml:mi>T</mml:mi><mml:msup><mml:mi>L</mml:mi><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:msubsup><mml:mi>v</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup></mml:mfrac><mml:mo>,</mml:mo></mml:mtd></mml:mtr><mml:mtr><mml:mtd /><mml:mtd><mml:mi></mml:mi><mml:mo movablelimits="true" form="prefix">Pr</mml:mo><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow><mml:msub><mml:mi>K</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mo>,</mml:mo><mml:mi>R</mml:mi><mml:mi>i</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi>G</mml:mi><mml:mi>r</mml:mi></mml:mrow><mml:mrow><mml:mi>R</mml:mi><mml:msup><mml:mi>e</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>.</mml:mo><mml:msub><mml:mrow><mml:mtext>H</mml:mtext></mml:mrow><mml:mrow><mml:mrow><mml:mtext>a</mml:mtext></mml:mrow></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x03B2;</mml:mi></mml:mrow><mml:mrow><mml:mn>0</mml:mn></mml:mrow></mml:msub><mml:mrow><mml:mtext>l</mml:mtext></mml:mrow><mml:msqrt><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x03C3;</mml:mi></mml:mrow><mml:msub><mml:mrow><mml:mi mathvariant="normal">&#x0B5;</mml:mi></mml:mrow><mml:mrow><mml:mrow><mml:mtext>nf</mml:mtext></mml:mrow></mml:mrow></mml:msub></mml:mfrac></mml:msqrt></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula></p>
<p>The <xref ref-type="disp-formula" rid="eqn-1">Eqs. (1)</xref>&#x2013;<xref ref-type="disp-formula" rid="eqn-4">(4)</xref> are shortened by being changed into dimensionless form as shown below:
<disp-formula id="eqn-6"><label>(6)</label><mml:math id="mml-eqn-6" display="block"><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>U</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo></mml:math></disp-formula>
<disp-formula id="eqn-7"><label>(7)</label><mml:math id="mml-eqn-7" display="block"><mml:mtable columnalign="right left right left right left right left right left right left" rowspacing="3pt" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true"><mml:mtr><mml:mtd><mml:mfrac><mml:mn>1</mml:mn><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mi>U</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>U</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mi>V</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>U</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mi></mml:mi><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mtext>Re</mml:mtext></mml:mrow></mml:mrow></mml:mfrac><mml:mfrac><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mfrac><mml:mn>1</mml:mn><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>2.5</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>U</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>X</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>U</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>Y</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd /><mml:mtd><mml:mi></mml:mi><mml:mspace width="1em" /><mml:mo>+</mml:mo><mml:mi>R</mml:mi><mml:mi>i</mml:mi><mml:mfrac><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mi>&#x03B8;</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>v</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mtext>ReDa</mml:mtext></mml:mrow></mml:mfrac><mml:mi>U</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mn>1.75</mml:mn><mml:mrow><mml:msqrt><mml:mn>150</mml:mn><mml:mi>D</mml:mi><mml:mi>a</mml:mi></mml:msqrt><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mfrac><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:msqrt><mml:msup><mml:mi>U</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mi>V</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:msqrt><mml:mo>)</mml:mo></mml:mrow><mml:mi>U</mml:mi><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="eqn-8"><label>(8)</label><mml:math id="mml-eqn-8" display="block"><mml:mtable columnalign="right left right left right left right left right left right left" rowspacing="3pt" columnspacing="0em 2em 0em 2em 0em 2em 0em 2em 0em 2em 0em" displaystyle="true"><mml:mtr><mml:mtd><mml:mfrac><mml:mn>1</mml:mn><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mi>U</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mi>V</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd><mml:mtd><mml:mi></mml:mi><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>P</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mi>&#x03F5;</mml:mi><mml:mi>R</mml:mi><mml:mi>e</mml:mi></mml:mrow></mml:mfrac><mml:mfrac><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mfrac><mml:mn>1</mml:mn><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>2.5</mml:mn></mml:mrow></mml:msup></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>X</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>Y</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd /><mml:mtd><mml:mi></mml:mi><mml:mspace width="1em" /><mml:mo>+</mml:mo><mml:mi>R</mml:mi><mml:mi>i</mml:mi><mml:mfrac><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msub><mml:mi>&#x03D5;</mml:mi></mml:mrow><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03B2;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow><mml:mi>&#x03B8;</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>v</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mrow></mml:mfrac><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mtext>ReDa</mml:mtext></mml:mrow></mml:mfrac><mml:mi>V</mml:mi><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:mn>1.75</mml:mn><mml:mrow><mml:msqrt><mml:mn>150</mml:mn><mml:mi>D</mml:mi><mml:mi>a</mml:mi></mml:msqrt><mml:msup><mml:mi>&#x03F5;</mml:mi><mml:mrow><mml:mfrac><mml:mn>3</mml:mn><mml:mn>2</mml:mn></mml:mfrac></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:msqrt><mml:msup><mml:mi>U</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mo>+</mml:mo><mml:msup><mml:mi>V</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:msqrt><mml:mo>)</mml:mo></mml:mrow><mml:mi>V</mml:mi></mml:mtd></mml:mtr><mml:mtr><mml:mtd /><mml:mtd><mml:mi></mml:mi><mml:mspace width="1em" /><mml:mo>+</mml:mo><mml:mi>P</mml:mi><mml:mi>r</mml:mi><mml:msubsup><mml:mi>H</mml:mi><mml:mrow><mml:mi>a</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msubsup><mml:mi>V</mml:mi><mml:mo>,</mml:mo></mml:mtd></mml:mtr></mml:mtable></mml:math></disp-formula>
<disp-formula id="eqn-9"><label>(9)</label><mml:math id="mml-eqn-9" display="block"><mml:mi>U</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mi>V</mml:mi><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mn>1</mml:mn><mml:mrow><mml:mtext>RePr</mml:mtext></mml:mrow></mml:mfrac><mml:mfrac><mml:msub><mml:mi>&#x03B1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>&#x03B1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mfrac><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>m</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mrow><mml:mo>(</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>X</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>+</mml:mo><mml:mfrac><mml:mrow><mml:msup><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:msup><mml:mi>Y</mml:mi><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>)</mml:mo></mml:mrow></mml:math></disp-formula></p>
<p>The problem is convoyed by boundary conditions which are:
<list list-type="bullet">
<list-item>
<p>On the inlet side of the enclosure (X &#x003D; 0, Y &#x003D; (1&#x2013;h/H) to 1)
<disp-formula id="eqn-10"><label>(10)</label><mml:math id="mml-eqn-10" display="block"><mml:mi>U</mml:mi><mml:mo>=</mml:mo><mml:mn>1</mml:mn><mml:mo>,</mml:mo><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>&#x03B8;</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math></disp-formula></p></list-item>
<list-item>
<p>On the outlet side of the enclosure (X &#x003D; 1, Y &#x003D; 0&#x2003;to h/H)
<disp-formula id="eqn-11"><label>(11)</label><mml:math id="mml-eqn-11" display="block"><mml:mi>U</mml:mi><mml:mo>=</mml:mo><mml:mn>1</mml:mn><mml:mo>,</mml:mo><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math></disp-formula></p></list-item>
<list-item>
<p>On the vertical left and right walls of the enclosure are adiabatic (X &#x003D; 0 and X &#x003D; 1) and the perimeter of the inner cylinderis all so isolated
<disp-formula id="eqn-12"><label>(12)</label><mml:math id="mml-eqn-12" display="block"><mml:mi>U</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math></disp-formula>
<disp-formula id="eqn-13"><label>(13)</label><mml:math id="mml-eqn-13" display="block"><mml:mi>U</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mi>V</mml:mi><mml:mo>=</mml:mo><mml:mn>0</mml:mn><mml:mo>,</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math></disp-formula></p></list-item>
<list-item>
<p>On the outlet side of the cavity
<disp-formula id="eqn-14"><label>(14)</label><mml:math id="mml-eqn-14" display="block"><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>U</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>V</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>X</mml:mi></mml:mrow></mml:mfrac><mml:mo>=</mml:mo><mml:mn>0</mml:mn></mml:math></disp-formula></p></list-item>
</list></p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Effective NF Properties</title>
<p>The thermophysical properties of basic liquid water and Cu are defined in <xref ref-type="table" rid="table-1">Table 1</xref>.</p>

<p>Where:
<disp-formula id="eqn-15"><label>(15)</label><mml:math id="mml-eqn-15" display="block"><mml:mrow><mml:mo>{</mml:mo><mml:mtable columnalign="left" rowspacing="4pt" columnspacing="1em"><mml:mtr><mml:mtd><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:msub><mml:mi>&#x03C1;</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:mi>&#x03B2;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mtd></mml:mtr></mml:mtable><mml:mo fence="true" stretchy="true" symmetric="true"></mml:mo></mml:mrow></mml:math></disp-formula>
<disp-formula id="eqn-16"><label>(16)</label><mml:math id="mml-eqn-16" display="block"><mml:mrow><mml:mo>{</mml:mo><mml:mtable columnalign="left" rowspacing="4pt" columnspacing="1em"><mml:mtr><mml:mtd><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:msub><mml:mi>&#x03B1;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle="true" scriptlevel="0"><mml:mfrac><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mrow><mml:mo>(</mml:mo><mml:mi>&#x03C1;</mml:mi><mml:msub><mml:mi>C</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:mstyle></mml:mtd></mml:mtr></mml:mtable><mml:mo fence="true" stretchy="true" symmetric="true"></mml:mo></mml:mrow></mml:math></disp-formula></p>
<p>In the above equations, <italic>C</italic><sub><italic>p</italic></sub> is the specific heat, <inline-formula id="ieqn-5"><mml:math id="mml-ieqn-5"><mml:mi>&#x03D5;</mml:mi></mml:math></inline-formula> is the solid volume fraction, and <italic>k</italic> is the thermal conductivity. The subscripts <italic>f</italic> and <italic>p</italic> representliquid and NP, respectively.</p>
<p>The effective dynamic viscosity and thermal conductivity of the NF can be modeled by Khanafer et al. [<xref ref-type="bibr" rid="ref-38">38</xref>] and Jou et al. [<xref ref-type="bibr" rid="ref-39">39</xref>].
<disp-formula id="eqn-17"><label>(17)</label><mml:math id="mml-eqn-17" display="block"><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>&#x03BC;</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03D5;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>2.5</mml:mn></mml:mrow></mml:msup></mml:math></disp-formula>
<disp-formula id="eqn-18"><label>(18)</label><mml:math id="mml-eqn-18" display="block"><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:mfrac><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x2205;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>&#x03B4;</mml:mi><mml:msup><mml:mo stretchy="false">)</mml:mo><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mi>&#x2205;</mml:mi><mml:mrow><mml:mo>(</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>&#x2212;</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mo stretchy="false">(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>&#x03B4;</mml:mi><mml:msup><mml:mo stretchy="false">)</mml:mo><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>]</mml:mo></mml:mrow></mml:math></disp-formula>
<disp-formula id="eqn-19"><label>(19)</label><mml:math id="mml-eqn-19" display="block"><mml:mi>&#x03B4;</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>&#x03C9;</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>l</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>r</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math></disp-formula>
<disp-formula id="eqn-20"><label>(20)</label><mml:math id="mml-eqn-20" display="block"><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>e</mml:mi><mml:mi>f</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub><mml:mrow><mml:mo>[</mml:mo><mml:mi>&#x03B3;</mml:mi><mml:mfrac><mml:mrow><mml:mn>2</mml:mn><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03B3;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>&#x03B4;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:mrow><mml:mrow><mml:mo>&#x2212;</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>&#x2212;</mml:mo><mml:mi>&#x03B3;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mo>+</mml:mo><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mn>2</mml:mn><mml:mi>&#x03B3;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:msup><mml:mrow><mml:mo>(</mml:mo><mml:mn>1</mml:mn><mml:mo>+</mml:mo><mml:mi>&#x03B4;</mml:mi><mml:mo>)</mml:mo></mml:mrow><mml:mrow><mml:mn>3</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:mfrac><mml:mo>]</mml:mo></mml:mrow></mml:math></disp-formula>
<disp-formula id="eqn-21"><label>(21)</label><mml:math id="mml-eqn-21" display="block"><mml:mi>&#x03B3;</mml:mi><mml:mo>=</mml:mo><mml:mfrac><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>l</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>p</mml:mi></mml:mrow></mml:msub></mml:mfrac></mml:math></disp-formula></p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Heat Transport Characterization</title>
<p>The transferred energy from the heated wall of the annulus is presented in values to obtain the local and average Nu.
<disp-formula id="eqn-22"><label>(22)</label><mml:math id="mml-eqn-22" display="block"><mml:mi>N</mml:mi><mml:mi>u</mml:mi><mml:mo>=</mml:mo><mml:mo>&#x2212;</mml:mo><mml:mfrac><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>n</mml:mi><mml:mi>f</mml:mi></mml:mrow></mml:msub><mml:msub><mml:mi>k</mml:mi><mml:mrow><mml:mi>f</mml:mi></mml:mrow></mml:msub></mml:mfrac><mml:mfrac><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>&#x03B8;</mml:mi></mml:mrow><mml:mrow><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>Y</mml:mi></mml:mrow></mml:mfrac><mml:mtext>&#x00A0;&#x00A0;</mml:mtext><mml:mrow><mml:mtext>Local Nusselt number</mml:mtext></mml:mrow></mml:math></disp-formula>
<disp-formula id="eqn-23"><label>(23)</label><mml:math id="mml-eqn-23" display="block"><mml:mi>N</mml:mi><mml:msub><mml:mi>u</mml:mi><mml:mrow><mml:mi>a</mml:mi><mml:mi>v</mml:mi><mml:mi>g</mml:mi></mml:mrow></mml:msub><mml:mo>=</mml:mo><mml:msubsup><mml:mo>&#x222B;</mml:mo><mml:mrow><mml:mn>0</mml:mn></mml:mrow><mml:mrow><mml:mn>1</mml:mn></mml:mrow></mml:msubsup><mml:mi>N</mml:mi><mml:mi>u</mml:mi><mml:mi mathvariant="normal">&#x2202;</mml:mi><mml:mi>x</mml:mi><mml:mspace width="thinmathspace" /><mml:mspace width="thinmathspace" /><mml:mspace width="thinmathspace" /><mml:mrow><mml:mtext>Average Nusselt number</mml:mtext></mml:mrow></mml:math></disp-formula></p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Validation Process &#x0026; Grid Independence</title>
<p>The investigation of grid independence has successfully confirmed the accuracy of the numerical code with benchmark research published by Saeidi et al. [<xref ref-type="bibr" rid="ref-40">40</xref>]. According to <xref ref-type="fig" rid="fig-2">Fig. 2</xref>, the comparison between our results and the obtained outcomes from the referred reference shows a respectable agreement.</p>
<fig id="fig-2">
<label>Figure 2</label>
<caption>
<title>Validation of streamlines and isotherms among the (a) outcomes of Saeidi et al. [<xref ref-type="bibr" rid="ref-40">40</xref>] and (b) current results for Pr &#x003D; 5, Re &#x003D; 500</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-2.tif"/>
</fig>
<p>The grid test has been displayed to determine the value of the average Nu via Re &#x003D; 100, Gr &#x003D; 10<sup>5</sup>, Da &#x003D; 10<sup>&#x2212;3</sup>, and &#x03D5; &#x003D; 0.04, as presented in <xref ref-type="table" rid="table-2">Table 2</xref>.</p>
<table-wrap id="table-2">
<label>Table 2</label>
<caption>
<title>Outcome of the grid independence</title>
</caption>
<table frame="hsides">
<colgroup>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
<col align="left"/>
</colgroup>
<thead>
<tr>
<th>Grid number</th>
<th>2301</th>
<th>4169</th>
<th>9383</th>
<th>11504</th>
<th>37401</th>
<th>58402</th>
</tr>
</thead>
<tbody>
<tr>
<td>Nu<sub>avg</sub></td>
<td>3.251494</td>
<td>3.313706</td>
<td>3.425275</td>
<td>3.452993</td>
<td>3.636256</td>
<td>3.70833</td>
</tr>
<tr>
<td><inline-formula id="ieqn-6"><mml:math id="mml-ieqn-6"><mml:msub><mml:mi>&#x03C8;</mml:mi><mml:mrow><mml:mo movablelimits="true" form="prefix">max</mml:mo></mml:mrow></mml:msub></mml:math></inline-formula></td>
<td>0.00673</td>
<td>0.00665</td>
<td>0.00659</td>
<td>0.00658</td>
<td>0.00656</td>
<td>0.00656</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>Outcomes and Discussion</title>
<p>In this study, 2D magneto-convective flow in a square enclosure filled through Cu-water NF soaked with porous medium with an inner circular obstacle is numerically analyzed. The numerical study is performed in order to scrutinize the impacts of some physical and geometrical terms in the specific ranges, such as the Gr in ranges (10<sup>3</sup>&#x2013;10<sup>5</sup>), the Rein ranges (50&#x2013;500), the Hartman number (Ha) in the ranges (0&#x2013;20), and three different location cases L (0.25, 0.5, 0.75) for the fixed Darcy number Da &#x003D; 10<sup>&#x2212;3</sup> on the plots of streamlines, isotherms, and Nu.</p>
<sec id="s3_1">
<label>3.1</label>
<title>Effect of Reynolds Number</title>
<p>To distinguish the heat transport and flow field features of this problem, various parameters were considered. First, we start studying the effect of Re in the range 50, 100, 250, and 500 for a fixed position of the inner cylinder L &#x003D; 0.5. The streamlines corresponding case (L &#x003D; 0.5) with different Grashoft numbers (Gr &#x003D; 10<sup>3</sup>, 10<sup>4</sup>, and 10<sup>5</sup>) are presented in <xref ref-type="fig" rid="fig-3">Fig. 3</xref>. Similar isotherms patterns are shown in <xref ref-type="fig" rid="fig-4">Fig. 4</xref>.</p>
<fig id="fig-3">
<label>Figure 3</label>
<caption>
<title>Influence of Re on the streamlines for Da &#x003D; 10<sup>&#x2212;3</sup>, Ha &#x003D; 0, &#x03D5; &#x003D; 0.04 and &#x03F5; &#x003D; 1</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-3.tif"/>
</fig><fig id="fig-4">
<label>Figure 4</label>
<caption>
<title>Influence of Re on the isotherms for Da &#x003D; 10<sup>&#x2212;3</sup>, Ha &#x003D; 0, &#x03D5; &#x003D; 0.04 and &#x03F5; &#x003D; 1</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-4.tif"/>
</fig>
<p>It is detected initially for Re &#x003D; 50 that the flow along the superior inlet port of the cavity is weak. The fresh fluid entering the enclosure travels the shortest distance possible before leaving the enclosure, passing through the lower hemisphere of the cylinder. The magnitude of velocity in the direction of the flow is specified through colors extending from red to blue. Once the colors convert to red, the amplitude of the liquid velocity in the direction of the flow rises. Whereas, colors close to blue specify low-velocity areas. The low-velocity area is focused in the vicinity of the cylinder, which occupies the upper hemi-circle of the cylinder. This area is located in the vicinity of the upper hemisphere of the cylinder. Nonetheless, the magnitude of the velocity is higher in the lower adjacent hemisphere of the cylinder. For Re &#x003D; 100, the low-velocity region rises via a rising Grashof number (Gr). This region occupies half of the cavity between the upper horizontal wall and the cylinder. Whereas, for Re &#x2265; 250, the area of this region decreases via rising Gr and becomes smaller.</p>
<p>The isotherm plots are illustrated in <xref ref-type="fig" rid="fig-4">Fig. 4</xref>. The inertial buoyancy forces are not as sturdy at low Re; the temperature isotherms are parallel to the active upper horizontal walls and are scattered uniformly from bottom to top. The heat transport regime is purely diffusive in this case (conductive). Rising Re up to 250, the inertial buoyancy forces become noticeably stronger, and the heat transfer regime has been removed to the convective mode. The isothermal contours are demolished in the flow direction and clearly indicate a gradient at the top horizontal wall. Due to the hot temperature of the upper horizontal wall of the enclosure, a greater temperature region is concentrated in the vicinity of the upper horizontal wall and the right vertical wall. The reason for the addition of the right-side wall in the hot zone can be attributed to the drying, which enters from the top of the left vertical wall. The ventilation effect confines the high-temperature zones in the upper right corner of the enclosure.</p>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>Effect of Location Cases of the Inner Cylinder</title>
<p><xref ref-type="fig" rid="fig-5">Fig. 5</xref> presents the effect of location cases on the streamlines. The displacement of the elliptical obstacle has a major impact on the velocity and temperature fields. When the elliptical obstacle is near both the horizontal upper wall and bottom, one large vortex can be seen. However, in the case of L &#x003D; 0.5, the vortices diminish in size, and numerous small vortices can be seen near the cylinder, mostly in the lower section and at the corner of the enclosure. For L &#x003D; 0.25, we observe a large vortex over most of the cavity. When the cylinder moves upwards, L &#x003D; 0.5, this large vortex splits into two vortices. The size of this vortex is lost with the displacement of the inner cylinder. At L &#x003D; 0.75, the cylinder is directly exposed to entering flow through the inlet orifice.</p>
<fig id="fig-5">
<label>Figure 5</label>
<caption>
<title>Influence of location cases elliptical cylinder on the streamlines for Re &#x003D; 100, Ha &#x003D; 0, Da &#x003D; 10<sup>&#x2212;3</sup>, &#x03D5; &#x003D; 0.04 and &#x03F5; &#x003D; 1</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-5.tif"/>
</fig>
<p>The isotherms are stratified at the upper horizontal wall of the enclosure (<xref ref-type="fig" rid="fig-6">Fig. 6</xref>). When the cylinder moves upwards close to the upper wall at L &#x003D; 0.75, we observe a plume progressing in the lower part of the enclosure. The isotherms tend to fluctuate. It can be deduced that the displacement of the position of the inner cylinder has a positive impact on the heat transport in the enclosure. The isotherms are confined to the upper horizontal wall of the enclosure for L &#x003D; 0.25.</p>
<fig id="fig-6">
<label>Figure 6</label>
<caption>
<title>Influence of location cases cylinder on the isotherms for Re &#x003D; 100, Ha &#x003D; 0, Da &#x003D; 10<sup>&#x2212;3</sup>, &#x03D5; &#x003D; 0.04 and &#x03F5; &#x003D; 1</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-6.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Hartman Number Impact</title>
<p><xref ref-type="fig" rid="fig-7">Figs. 7</xref> and <xref ref-type="fig" rid="fig-8">8</xref> show the behavior of the streamlines and the isothermal contours regarding a range of Ha from 0 to 20. In fact, when the Ha rises, it means that the magnetic field is stronger and affects the NPs, so the motions of the NPs under this stronger field will be lessened. As Hartman number (Ha) increases, the thermal cells become larger, indicating a decrease in the convective flow because the Lorentz forces oppose buoyancy effects. Also, at higher Ha numbers, natural convection occurs more slowly and has a horizontal stratification of temperature.</p>
<fig id="fig-7">
<label>Figure 7</label>
<caption>
<title>Streamlines for different Ha (Re &#x003D; 100, Da &#x003D; 10<sup>&#x2212;3</sup>, and &#x03F5; &#x003D; 1)</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-7.tif"/>
</fig><fig id="fig-8">
<label>Figure 8</label>
<caption>
<title>Isopleths of temperature for different Ha (Re &#x003D; 100, Da &#x003D; 10<sup>&#x2212;3</sup>, and &#x03F5; &#x003D; 1)</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-8.tif"/>
</fig>
<p>While a slight deviation exists in the temperature field with arising Ha, the temperature profile is not significantly pretentious with the rise in Ha.</p>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Re on the Average Nu Impact</title>
<p>The effect of Re and Gr on the average Nu is presented in <xref ref-type="fig" rid="fig-9">Fig. 9</xref>. It is noted that the average Nu increases with the augmentation of Gr for all three cases. The average Nu increases with the intensification of Re due to laminar forced convection domination. The max heat transfer is detected at Re &#x003D; 50 and L &#x003D; 0.25 due to the cold flow circulations in the vicinity of this hot area.</p>
<fig id="fig-9">
<label>Figure 9</label>
<caption>
<title>Average Nu <italic>vs</italic>. Gr and Reynold number Re for three different cases (a) L &#x003D; 0.5 (b) L &#x003D; 0.25 (c) L &#x003D; 0.75 at (Da &#x003D; 10<sup>&#x2212;3</sup>, &#x03D5; &#x003D; 0.04 and &#x03F5; &#x003D; 1)</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-9.tif"/>
</fig>
<p><xref ref-type="fig" rid="fig-10">Fig. 10</xref> represents the variation of Nu<sub>avg</sub> with Gr for various Ha. The heat transfer rates are an increasing function of Gr. It is shown from this figure that boosting the magnitude of the applied magnetic field diminishes the heat transport rates from the heated wall to the NF.</p>
<fig id="fig-10">
<label>Figure 10</label>
<caption>
<title>Average Nu <italic>vs</italic>. Gr and Hartman number (Ha) for the cases L &#x003D; 0.25 at (Da &#x003D; 10<sup>&#x2212;3</sup>, Re &#x003D; 50, &#x03D5; &#x003D; 0.04 and &#x03F5; &#x003D; 1)</title>
</caption>
<graphic mimetype="image" mime-subtype="tif" xlink:href="FHMT_54164-fig-10.tif"/>
</fig>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Conclusion</title>
<p>In the analysis of 2D, steady mixed convective flow in a square enclosure filled with Cu NF in a porous medium, a numerical study was conducted utilizing the Darcy-Brinkman-Forchheimer model. The results highlighted significant findings regarding the impact of various physical and geometrical terms on liquid flow and HT within the system:
<list list-type="order">
<list-item>
<p>At Reynolds numbers (Re) &#x2264; 100, higher velocities were observed in the region adjacent to the lower hemisphere of the cylinder.</p></list-item>
<list-item>
<p>Increasing the Reynolds number to Re &#x2265; 250 led to a noticeable enhancement in heat transfer.</p></list-item>
<list-item>
<p>Heat transfer rates exhibited a decrease with rising Hartmann (Ha) numbers.</p></list-item>
<list-item>
<p>The Ha number significantly influenced the heat transfer of NFs, with heightened Ha values leading to the immobilization of nanoparticles due to Lorentz forces, ultimately affecting Nusselt number plots and emphasizing the role of the magnetic field in altering heat transport.</p></list-item>
<list-item>
<p>While temperature profiles did not exhibit remarkable changes with increasing Ha numbers, variations in vortex shapes were observed in streamlined profiles.</p></list-item>
<list-item>
<p>The velocity flow was impacted with rising Ha, primarily due to the intensified magnetic field resulting from Lorentz forces, which restricted NP motions.</p></list-item>
<list-item>
<p>The positioning of the inner cylinder positively affected heat transfer within the cavity, with a lower cylinder location being preferable in the current physical model.</p></list-item>
<list-item>
<p>Maximum heat transfer was observed at L &#x003D; 0.25 for Re &#x003D; 50 and Gr &#x003D; 10<sup>5</sup>.</p></list-item>
</list></p>
<p>Although this study raises various intriguing questions regarding the interactions of NF and porous medium in a magnetic field, future research will focus on exploring the influence of hybrid NFs on entropy production in the system.</p>
</sec>
</body>
<back>
<glossary content-type="abbreviations" id="glossary-1">
<title>Nomenclature</title>
<def-list>
<def-item>
<term>C<sub>P</sub></term>
<def>
<p>Specific heat (J kg<sup>&#x2212;1</sup> K<sup>&#x2212;1</sup>)</p>
</def>
</def-item>
<def-item>
<term>g</term>
<def>
<p>Gravitational acceleration (m s<sup>&#x2212;2</sup>)</p>
</def>
</def-item>
<def-item>
<term>Gr</term>
<def>
<p>Grashof number</p>
</def>
</def-item>
<def-item>
<term>k</term>
<def>
<p>Heat conductivity (W m<sup>&#x2212;1</sup> K<sup>&#x2212;1</sup>)</p>
</def>
</def-item>
<def-item>
<term>Nu<sub>avg</sub></term>
<def>
<p>Average Nusselt number</p>
</def>
</def-item>
<def-item>
<term>Nu</term>
<def>
<p>Local Nusselt number</p>
</def>
</def-item>
<def-item>
<term>p</term>
<def>
<p>Static pressure (N/m<sup>2</sup>)</p>
</def>
</def-item>
<def-item>
<term>P</term>
<def>
<p>Non-dimensional pressure</p>
</def>
</def-item>
<def-item>
<term>Pr</term>
<def>
<p>Prandtl number</p>
</def>
</def-item>
<def-item>
<term>Re</term>
<def>
<p>Reynolds number</p>
</def>
</def-item>
<def-item>
<term>Ri</term>
<def>
<p>Richardson number, Gr/Re<sup>2</sup></p>
</def>
</def-item>
<def-item>
<term>Ha</term>
<def>
<p>Hartman number</p>
</def>
</def-item>
<def-item>
<term>Da</term>
<def>
<p>Darcy number (&#x03BA;/H<sup>2</sup>)</p>
</def>
</def-item>
<def-item>
<term>H</term>
<def>
<p>Height of the cavity (m)</p>
</def>
</def-item>
<def-item>
<term>l</term>
<def>
<p>Cavitylength (m)</p>
</def>
</def-item>
<def-item>
<term>L</term>
<def>
<p>location of inner elliptical cylinder</p>
</def>
</def-item>
<def-item>
<term>x, y</term>
<def>
<p>Dimensional space coordinates (m)</p>
</def>
</def-item>
<def-item>
<term>X,Y</term>
<def>
<p>Dimensionless space coordinates</p>
</def>
</def-item>
<def-item>
<term>T</term>
<def>
<p>Local temperature (K)</p>
</def>
</def-item>
<def-item>
<term>T<sub>h</sub> &#x2212; T<sub>c</sub></term>
<def>
<p>Temperatures gradient</p>
</def>
</def-item>
<def-item>
<term>&#x0394;T</term>
<def>
<p>Temperature difference (K)</p>
</def>
</def-item>
<def-item>
<term>u, v</term>
<def>
<p>Dimensional velocity components (m s<sup>&#x2212;1</sup>)</p>
</def>
</def-item>
<def-item>
<term>U,V</term>
<def>
<p>Non-dimensional velocity components</p>
</def>
</def-item>
<def-item>
<term>U<sub>0</sub></term>
<def>
<p>Velocity of the flow at the inlet (m s<sup>&#x2212;1</sup>)</p>
</def>
</def-item>
<def-item>
<term>h<sub>i</sub>, h<sub>0</sub></term>
<def>
<p>Height inlet and outlet of the enclosure (m)</p>
</def>
</def-item>
</def-list>
<def-list>
<title>Greek Symbols</title>
<def-item>
<term>&#x03B1;</term>
<def>
<p>Thermal diffusivity (m<sup>2</sup>/s)</p>
</def>
</def-item>
<def-item>
<term><italic>&#x0392;</italic></term>
<def>
<p>Coefficient of thermal expansion (1/K)</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-1"><mml:math id="mml-ieqn-1"><mml:mi>&#x03D5;</mml:mi></mml:math></inline-formula></term>
<def>
<p>Volume fraction of the NPs</p>
</def>
</def-item>
<def-item>
<term><inline-formula id="ieqn-2"><mml:math id="mml-ieqn-2"><mml:mi>&#x03B8;</mml:mi></mml:math></inline-formula></term>
<def>
<p>Dimensionless temperature</p>
</def>
</def-item>
<def-item>
<term>&#x03C1;</term>
<def>
<p>liquid density (kg/m<sup>3</sup>)</p>
</def>
</def-item>
<def-item>
<term>&#x03BD;</term>
<def>
<p>Kinematic viscosity (m<sup>2</sup>/s)</p>
</def>
</def-item>
<def-item>
<term>&#x03BC;</term>
<def>
<p>Dynamic viscosity (kg/ms)</p>
</def>
</def-item>
<def-item>
<term>&#x03F5;</term>
<def>
<p>Porosity</p>
</def>
</def-item>
<def-item>
<term>&#x03BA;</term>
<def>
<p>Permeability of porous medium</p>
</def>
</def-item>
<def-item>
<term><italic>&#x03C3;</italic></term>
<def>
<p>Electrical conductivity</p>
</def>
</def-item>
</def-list>
<def-list>
<title>Subscripts</title>
<def-item>
<term>nf</term>
<def>
<p>Nanofluid</p>
</def>
</def-item>
<def-item>
<term>c</term>
<def>
<p>Cold</p>
</def>
</def-item>
<def-item>
<term>h</term>
<def>
<p>Hot</p>
</def>
</def-item>
<def-item>
<term>avg</term>
<def>
<p>Average</p>
</def>
</def-item>
<def-item>
<term>s</term>
<def>
<p>Solide</p>
</def>
</def-item>
<def-item>
<term>f</term>
<def>
<p>Fluid</p>
</def>
</def-item>
</def-list>
</glossary>
<ack><p>The authors express their gratitude to their affiliated universities.</p>
</ack>
<sec><title>Funding Statement</title>
<p>The authors received no specific funding for this study.</p>
</sec>
<sec><title>Author Contributions</title>
<p>The authors confirm contribution to the paper as follows: study conception and design, data collection, analysis and interpretation of results, draft manuscript preparation: B. Ould Said, F. Mebarek-Oudina. Analysis and interpretation of results: M. A. Medebber. All authors reviewed the results and approved the final version of the manuscript.</p>
</sec>
<sec sec-type="data-availability"><title>Availability of Data and Materials</title>
<p>Data are available on request.</p>
</sec>
<sec><title>Ethics Approval</title>
<p>Not applicable.</p>
</sec>
<sec sec-type="COI-statement"><title>Conflicts of Interest</title>
<p>The authors declare that they have no conflicts of interest to report regarding the present study.</p>
</sec>
<ref-list content-type="authoryear">
<title>References</title>
<ref id="ref-1"><label>1.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Liaqat</surname> <given-names>A</given-names></string-name>, <string-name><surname>Baytas</surname> <given-names>AC</given-names></string-name></person-group>. <article-title>Numerical comparison of conjugate and non-conjugate natural convection for internally heated semi-circular pools</article-title>. <source>Int J Heat Fluid Flow</source>. <year>2001</year>;<volume>22</volume>(<issue>6</issue>):<fpage>650</fpage>&#x2013;<lpage>6</lpage>. doi:<pub-id pub-id-type="doi">10.1016/S0142-727X(01)00124-2</pub-id>.</mixed-citation></ref>
<ref id="ref-2"><label>2.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sheremet</surname> <given-names>MA</given-names></string-name></person-group>. <article-title>Interaction of two-dimensional thermal &#x201C;plumes&#x201D; from local sources of energy under conditions of conjugate natural convection in a horizontal cylinder</article-title>. <source>J Appl Mech and Tech Physics</source>. <year>2012</year>;<volume>53</volume>(<issue>4</issue>):<fpage>566</fpage>&#x2013;<lpage>76</lpage>. doi:<pub-id pub-id-type="doi">10.1134/S0021894412040116</pub-id>.</mixed-citation></ref>
<ref id="ref-3"><label>3.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ben-Nakhi</surname> <given-names>A</given-names></string-name>, <string-name><surname>Chamkha</surname> <given-names>AJ</given-names></string-name></person-group>. <article-title>Conjugate natural convection in a square enclosure with inclined thin fin of arbitrary length</article-title>. <source>Int J Thermal Science</source>. <year>2007</year>;<volume>46</volume>(<issue>5</issue>):<fpage>467</fpage>&#x2013;<lpage>78</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijthermalsci.2006.07.008</pub-id>.</mixed-citation></ref>
<ref id="ref-4"><label>4.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Saeid</surname> <given-names>NH</given-names></string-name></person-group>. <article-title>Conjugate natural convection in a porous enclosure: effect of conduction in one of the vertical walls</article-title>. <source>Int J Thermal Science</source>. <year>2007</year>;<volume>46</volume>(<issue>6</issue>):<fpage>531</fpage>&#x2013;<lpage>9</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijthermalsci.2006.08.003</pub-id>.</mixed-citation></ref>
<ref id="ref-5"><label>5.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Varol</surname> <given-names>Y</given-names></string-name>, <string-name><surname>Oztop</surname> <given-names>HF</given-names></string-name>, <string-name><surname>Pop</surname> <given-names>I</given-names></string-name></person-group>. <article-title>Conjugate heat transfer in porous triangular enclosures with thick bottom wall</article-title>. <source>Int J Num Method Heat Fluid Flow</source>. <year>2009</year>;<volume>19</volume>(<issue>5</issue>):<fpage>650</fpage>&#x2013;<lpage>64</lpage>. doi:<pub-id pub-id-type="doi">10.1108/09615530910963571</pub-id>.</mixed-citation></ref>
<ref id="ref-6"><label>6.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Chamkha</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Ismael</surname> <given-names>MA</given-names></string-name></person-group>. <article-title>Conjugate heat transfer in a porous cavity heated by a triangular thick wall</article-title>. <source>Num Heat Transfer A</source>. <year>2013</year>;<volume>63</volume>(<issue>2</issue>):<fpage>144</fpage>&#x2013;<lpage>58</lpage>. doi:<pub-id pub-id-type="doi">10.1080/10407782.2012.724327</pub-id>.</mixed-citation></ref>
<ref id="ref-7"><label>7.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ba&#x00EF;ri</surname> <given-names>A</given-names></string-name>, <string-name><surname>Garc&#x00ED;a de Mar&#x00ED;a</surname> <given-names>JM</given-names></string-name>, <string-name><surname>Laraqi</surname> <given-names>N</given-names></string-name>, <string-name><surname>Alilat</surname> <given-names>N</given-names></string-name></person-group>. <article-title>Free convection generated in an enclosure by alternate heated bands. Experimental and numerical study adapted to electronics thermal control</article-title>. <source>Int J Heat and Fluid Flow</source>. <year>2008</year>;<volume>29</volume>(<issue>5</issue>):<fpage>1337</fpage>&#x2013;<lpage>46</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijheatfluidflow.2008.06.007</pub-id>.</mixed-citation></ref>
<ref id="ref-8"><label>8.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Corvaro</surname> <given-names>F</given-names></string-name>, <string-name><surname>Paroncini</surname> <given-names>M</given-names></string-name></person-group>. <article-title>An experimental study of natural convection in a differentially heated cavity through a 2D-PIV system</article-title>. <source>Int J Heat Mass Transfer</source>. <year>2009</year>;<volume>52</volume>(<issue>1&#x2013;2</issue>):<fpage>355</fpage>&#x2013;<lpage>65</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijheatmasstransfer.2008.05.039</pub-id>.</mixed-citation></ref>
<ref id="ref-9"><label>9.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Atayilmaz</surname> <given-names>SO</given-names></string-name>, <string-name><surname>Teke</surname> <given-names>I</given-names></string-name></person-group>. <article-title>Experimental and numerical study of the natural convection from a heated horizontal cylinder</article-title>. <source>Int Commun Heat Mass Trans</source>. <year>2009</year>;<volume>36</volume>(<issue>7</issue>):<fpage>731</fpage>&#x2013;<lpage>8</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.icheatmasstransfer.2009.03.017</pub-id>.</mixed-citation></ref>
<ref id="ref-10"><label>10.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kuznetsov</surname> <given-names>GV</given-names></string-name>, <string-name><surname>Sheremet</surname> <given-names>MA</given-names></string-name></person-group>. <article-title>Mathematical simulation of conjugate mixed convection in a rectangular region with a heat source</article-title>. <source>Prikl Mekh Tekh Fiz</source>. <year>2008</year>;<volume>49</volume>(<issue>6</issue>):<fpage>69</fpage>&#x2013;<lpage>81</lpage>. doi:<pub-id pub-id-type="doi">10.1007/s10808-008-0117-0</pub-id>.</mixed-citation></ref>
<ref id="ref-11"><label>11.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sarkar</surname> <given-names>S</given-names></string-name>, <string-name><surname>Dalal</surname> <given-names>A</given-names></string-name>, <string-name><surname>Biswas</surname> <given-names>G</given-names></string-name></person-group>. <article-title>Mixed convective heat transfer from two identical square cylinders in cross flow at Re &#x003D; 100</article-title>. <source>Int J Heat Mass Trans</source>. <year>2010</year>;<volume>53</volume>(<issue>13&#x2013;14</issue>):<fpage>2628</fpage>&#x2013;<lpage>42</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijheatmasstransfer.2010.02.053</pub-id>.</mixed-citation></ref>
<ref id="ref-12"><label>12.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Asim</surname> <given-names>M</given-names></string-name>, <string-name><surname>Siddiqui</surname> <given-names>FR</given-names></string-name></person-group>. <article-title>Hybrid nanofluids and&#x2014;next-generation fluids for spray-cooling based thermal management of high-heat-flux devices</article-title>. <source>Nanomaterials</source>. <year>2022</year>;<volume>12</volume>(<issue>3</issue>):<fpage>507</fpage>. doi:<pub-id pub-id-type="doi">10.3390/nano12030507</pub-id>; <pub-id pub-id-type="pmid">35159852</pub-id></mixed-citation></ref>
<ref id="ref-13"><label>13.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wohld</surname> <given-names>J</given-names></string-name>, <string-name><surname>Beck</surname> <given-names>J</given-names></string-name>, <string-name><surname>Inman</surname> <given-names>K</given-names></string-name>, <string-name><surname>Palmer</surname> <given-names>M</given-names></string-name>, <string-name><surname>Cummings</surname> <given-names>M</given-names></string-name>, <string-name><surname>Fulmer</surname> <given-names>R</given-names></string-name>, <etal>et al</etal></person-group>. <article-title>Hybrid nanofluid thermal conductivity and optimization: original approach and background</article-title>. <source>Nanomaterials</source>. <year>2022</year>;<volume>12</volume>(<issue>16</issue>):<fpage>2847</fpage>. doi:<pub-id pub-id-type="doi">10.3390/nano12162847</pub-id>; <pub-id pub-id-type="pmid">36014712</pub-id></mixed-citation></ref>
<ref id="ref-14"><label>14.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Younes</surname> <given-names>H</given-names></string-name>, <string-name><surname>Mao</surname> <given-names>M</given-names></string-name>, <string-name><surname>Sohel Murshed</surname> <given-names>SM</given-names></string-name>, <string-name><surname>Lou</surname> <given-names>D</given-names></string-name>, <string-name><surname>Hong</surname> <given-names>H</given-names></string-name>, <string-name><surname>Peterson</surname> <given-names>GP</given-names></string-name></person-group>. <article-title>Nanofluids: key parameters to enhance thermal conductivity and its applications</article-title>. <source>Appl Therm Eng</source>. <year>2022</year>;<volume>207</volume>:<fpage>118202</fpage>. doi:<pub-id pub-id-type="doi">10.1016/j.applthermaleng.2022.118202</pub-id>.</mixed-citation></ref>
<ref id="ref-15"><label>15.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sheremet</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Pop</surname> <given-names>I</given-names></string-name></person-group>. <article-title>Conjugate natural convection in a square porous cavity filled by a nanofluid using Buongiorno&#x2019;s mathematical model</article-title>. <source>Int J Heat Mass Trans</source>. <year>2014</year>;<volume>79</volume>(<issue>2&#x2013;3</issue>):<fpage>137</fpage>&#x2013;<lpage>45</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijheatmasstransfer.2014.07.092</pub-id>.</mixed-citation></ref>
<ref id="ref-16"><label>16.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Bouselsal</surname> <given-names>M</given-names></string-name>, <string-name><surname>Mebarek-Oudina</surname> <given-names>F</given-names></string-name>, <string-name><surname>Biswas</surname> <given-names>N</given-names></string-name>, <string-name><surname>Ismail</surname> <given-names>AI</given-names></string-name></person-group>. <article-title>Heat transfer enhancement using Al<sub>2</sub>O<sub>3</sub>-MWCNT hybrid-nanofluid inside a tube/shell heat exchanger with different tube shapes</article-title>. <source>Micromachines</source>. <year>2023</year>;<volume>14</volume>(<issue>5</issue>):<fpage>1072</fpage>. doi:<pub-id pub-id-type="doi">10.3390/mi14051072</pub-id>; <pub-id pub-id-type="pmid">37241695</pub-id></mixed-citation></ref>
<ref id="ref-17"><label>17.</label><mixed-citation publication-type="book"><person-group person-group-type="author"><string-name><surname>Ramesh</surname> <given-names>K</given-names></string-name>, <string-name><surname>Mebarek-Oudina</surname> <given-names>F</given-names></string-name>, <string-name><surname>Souayeh</surname> <given-names>B</given-names></string-name></person-group>. <source>Mathematical modelling of fluid dynamics and nanofluids</source>. <edition>1st</edition> ed. <publisher-loc>Boca Raton, FL, USA</publisher-loc>: <publisher-name>CRC Press (Taylor &#x0026; Francis)</publisher-name>; <year>2023</year>. doi:<pub-id pub-id-type="doi">10.1201/9781003299608</pub-id>.</mixed-citation></ref>
<ref id="ref-18"><label>18.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ismael</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Chamkha</surname> <given-names>AJ</given-names></string-name></person-group>. <article-title>Conjugate natural convection in a differentially heated composite enclosure filled with a nanofluid</article-title>. <source>J Porous Media</source>. <year>2015</year>;<volume>18</volume>:<fpage>699</fpage>&#x2013;<lpage>716</lpage>.</mixed-citation></ref>
<ref id="ref-19"><label>19.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ismael</surname> <given-names>MA</given-names></string-name>, <string-name><surname>Armaghani</surname> <given-names>T</given-names></string-name>, <string-name><surname>Chamkha</surname> <given-names>AJ</given-names></string-name></person-group>. <article-title>Conjugate heat transfer and entropy generation in a cavity filled with a nanofluid-saturated porous media and heated by a triangular solid</article-title>. <source>J Taiwan Institute of Chem Eng</source>. <year>2016</year>;<volume>59</volume>:<fpage>138</fpage>&#x2013;<lpage>51</lpage>.</mixed-citation></ref>
<ref id="ref-20"><label>20.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ali</surname> <given-names>A</given-names></string-name>, <string-name><surname>Mebarek-Oudina</surname> <given-names>F</given-names></string-name>, <string-name><surname>Barman</surname> <given-names>A</given-names></string-name>, <string-name><surname>Das</surname> <given-names>S</given-names></string-name>, <string-name><surname>Ismail</surname> <given-names>AI</given-names></string-name></person-group>. <article-title>Peristaltic transportation of hybrid nano-blood through a ciliated micro-vessel subject to heat source and Lorentz force</article-title>. <source>J Therm Anal Calorim</source>. <year>2023</year>;<volume>148</volume>(<issue>14</issue>):<fpage>7059</fpage>&#x2013;<lpage>83</lpage>. doi:<pub-id pub-id-type="doi">10.1007/s10973-023-12217-x</pub-id>.</mixed-citation></ref>
<ref id="ref-21"><label>21.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Esfe</surname> <given-names>MH</given-names></string-name>, <string-name><surname>Afrand</surname> <given-names>M</given-names></string-name>, <string-name><surname>Esfandeh</surname> <given-names>S</given-names></string-name></person-group>. <article-title>Investigation of the effects of various parameters on the natural convection of nanofluids in various cavities exposed to magnetic fields: a comprehensive review</article-title>. <source>J Therm Anal Calorim</source>. <year>2020</year>;<volume>140</volume>:<fpage>2055</fpage>&#x2013;<lpage>75</lpage>.</mixed-citation></ref>
<ref id="ref-22"><label>22.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mebarek-Oudina</surname> <given-names>F</given-names></string-name>, <string-name><surname>Chabani</surname> <given-names>I</given-names></string-name>, <string-name><surname>Vaidya</surname> <given-names>H</given-names></string-name>, <string-name><surname>Ismail</surname> <given-names>AI</given-names></string-name></person-group>. <article-title>Hybrid nanofluid magneto-convective flow and porous media contribution to entropy generation</article-title>. <source>Int J Num Methods Heat Fluid Flow</source>. <year>2024</year>;<volume>34</volume>(<issue>2</issue>):<fpage>809</fpage>&#x2013;<lpage>36</lpage>. doi:<pub-id pub-id-type="doi">10.1108/HFF-06-2023-0326</pub-id>.</mixed-citation></ref>
<ref id="ref-23"><label>23.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Molana</surname> <given-names>M</given-names></string-name>, <string-name><surname>Dogonchi</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Armaghanid</surname> <given-names>T</given-names></string-name>, <string-name><surname>Chamkha</surname> <given-names>AJ</given-names></string-name>, <string-name><surname>Ganji</surname> <given-names>DD</given-names></string-name>, <string-name><surname>Tlili</surname> <given-names>I</given-names></string-name></person-group>. <article-title>Investigation of hydrothermal behavior of Fe<sub>3</sub>O<sub>4</sub>-H<sub>2</sub>O nanofluid natural convection in a novel shape of porous cavity subjected to magnetic field dependent (MFD) viscosity</article-title>. <source>J Energy Storage</source>. <year>2020</year>;<volume>30</volume>:<fpage>101395</fpage>.</mixed-citation></ref>
<ref id="ref-24"><label>24.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Giwa</surname> <given-names>SO</given-names></string-name>, <string-name><surname>Sharifpur</surname> <given-names>M</given-names></string-name>, <string-name><surname>Ahmadi</surname> <given-names>MH</given-names></string-name>, <string-name><surname>Meyer</surname> <given-names>JP</given-names></string-name></person-group>. <article-title>A review of magnetic field influence on natural convection heat transfer performance of nanofluids in square cavities</article-title>. <source>J Therm Anal Calorim</source>. <year>2021</year>;<volume>145</volume>(<issue>5</issue>):<fpage>2581</fpage>&#x2013;<lpage>623</lpage>. doi:<pub-id pub-id-type="doi">10.1007/s10973-020-09832-3</pub-id>.</mixed-citation></ref>
<ref id="ref-25"><label>25.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Hdhiri</surname> <given-names>N</given-names></string-name>, <string-name><surname>Ben Beya</surname> <given-names>B</given-names></string-name></person-group>. <article-title>Numerical study of laminar mixed convection flow in a lid-driven square cavity filled with porous media: darcy-Brinkman-Forchheimer and Darcy-Brinkman models</article-title>. <source>Int J Num Methods for Heat &#x0026; Fluid Flow</source>. <year>2018</year>;<volume>28</volume>(<issue>4</issue>):<fpage>857</fpage>&#x2013;<lpage>77</lpage>. doi:<pub-id pub-id-type="doi">10.1108/HFF-04-2016-0146</pub-id>.</mixed-citation></ref>
<ref id="ref-26"><label>26.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rajarathinam</surname> <given-names>M</given-names></string-name>, <string-name><surname>Nithyadevi</surname> <given-names>N</given-names></string-name>, <string-name><surname>Chamkha</surname> <given-names>AJ</given-names></string-name></person-group>. <article-title>Heat transfer enhancement of mixed convection in an inclined porous cavity using Cu-water nanofluid</article-title>. <source>Adv Powder Technol</source>. <year>2018</year>;<volume>29</volume>:<fpage>590</fpage>&#x2013;<lpage>605</lpage>.</mixed-citation></ref>
<ref id="ref-27"><label>27.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Mebarek-Oudina</surname> <given-names>F</given-names></string-name>, <collab>Preeti</collab>, <string-name><surname>Sabu</surname> <given-names>AS</given-names></string-name>, <string-name><surname>Vaidya</surname> <given-names>H</given-names></string-name>, <string-name><surname>Lewis</surname> <given-names>RW</given-names></string-name>, <string-name><surname>Areekara</surname> <given-names>S</given-names></string-name></person-group>. <article-title>Hydromagnetic flow of magnetite-water nano-fluid utilizing adapted Buongiorno model</article-title>. <source>Int J Mod Phys B</source>. <year>2024</year>;<volume>38</volume>(<issue>1</issue>):<fpage>2450003</fpage>. doi:<pub-id pub-id-type="doi">10.1142/S0217979224500036</pub-id>.</mixed-citation></ref>
<ref id="ref-28"><label>28.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Fayz-Al-Asad</surname> <given-names>M</given-names></string-name>, <string-name><surname>Mebarek-Oudina</surname> <given-names>F</given-names></string-name>, <string-name><surname>Vaidya</surname> <given-names>H</given-names></string-name>, <string-name><surname>Hasan</surname> <given-names>MS</given-names></string-name>, <string-name><surname>Sarker</surname> <given-names>MMA</given-names></string-name>, <string-name><surname>Ismail</surname> <given-names>AI</given-names></string-name></person-group>. <article-title>Finite element analysis for magneto-convection heat transfer performance in vertical wavy surface enclosure: fin size impact</article-title>. <source>Front Heat Mass Transfer</source>. <year>2024</year>;<volume>22</volume>(<issue>3</issue>):<fpage>817</fpage>&#x2013;<lpage>37</lpage>. doi:<pub-id pub-id-type="doi">10.32604/fhmt.2024.050814</pub-id>.</mixed-citation></ref>
<ref id="ref-29"><label>29.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Abolbashari</surname> <given-names>MH</given-names></string-name>, <string-name><surname>Freidoonimehr</surname> <given-names>N</given-names></string-name>, <string-name><surname>Nazari</surname> <given-names>F</given-names></string-name>, <string-name><surname>Rashidi</surname> <given-names>MM</given-names></string-name></person-group>. <article-title>Entropy analysis for an unsteady MHD flow past a stretching permeable surface in nanofluid</article-title>. <source>Powder Technol</source>. <year>2014</year>;<volume>267</volume>:<fpage>256</fpage>&#x2013;<lpage>67</lpage>.</mixed-citation></ref>
<ref id="ref-30"><label>30.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Kameswaran</surname> <given-names>PK</given-names></string-name>, <string-name><surname>Shaw</surname> <given-names>S</given-names></string-name>, <string-name><surname>Sibanda</surname> <given-names>P</given-names></string-name>, <string-name><surname>Murthy</surname> <given-names>PVSN</given-names></string-name></person-group>. <article-title>Homoegenous-heterogenous reactions in a nanofluid flow due to a porous stretching sheet</article-title>. <source>Int J Heat Mass Transf</source>. <year>2013</year>;<volume>57</volume>:<fpage>465</fpage>&#x2013;<lpage>72</lpage>.</mixed-citation></ref>
<ref id="ref-31"><label>31.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Swamy</surname> <given-names>HA</given-names></string-name>, <string-name><surname>Keerthi Reddy</surname> <given-names>N</given-names></string-name>, <string-name><surname>Sankar</surname> <given-names>M</given-names></string-name>, <string-name><surname>Peddinti</surname> <given-names>PRT</given-names></string-name></person-group>. <article-title>Conjugate heat transfer of aqueous hybrid nanoliquid between coaxial cylinders subjected to magnetic field</article-title>. <source>Int J Thermofluids</source>. <year>2023</year>;<volume>17</volume>:<fpage>100299</fpage>.</mixed-citation></ref>
<ref id="ref-32"><label>32.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Keerthi Reddy</surname> <given-names>N</given-names></string-name>, <string-name><surname>Swamy</surname> <given-names>HA</given-names></string-name>, <string-name><surname>Sankar</surname> <given-names>M</given-names></string-name>, <string-name><surname>Jang</surname> <given-names>B</given-names></string-name></person-group>. <article-title>MHD convective flow of Ag-TiO<sub>2</sub> hybrid nanofluid in an inclined porous annulus with internal heat generation</article-title>. <source>Case Stud Therm Eng</source>. <year>2023</year>;<volume>42</volume>:<fpage>102719</fpage>.</mixed-citation></ref>
<ref id="ref-33"><label>33.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Ali</surname> <given-names>S</given-names></string-name>, <string-name><surname>Shaiq</surname> <given-names>S</given-names></string-name>, <string-name><surname>Shahzad</surname> <given-names>A</given-names></string-name>, <string-name><surname>Sohail</surname> <given-names>M</given-names></string-name>, <string-name><surname>Naseem</surname> <given-names>T</given-names></string-name></person-group>. <article-title>Numerical thermal investigation of radiative magnetohydrodynamics axisymmetric Cu-Al<sub>2</sub>O<sub>3</sub>/H<sub>2</sub>O hybrid nanofluid flow over an unsteady radially stretched surface</article-title>. <source>Int J Ambient Energy</source>. <year>2024</year>;<volume>45</volume>(<issue>1</issue>):<fpage>2321210</fpage>.</mixed-citation></ref>
<ref id="ref-34"><label>34.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Sohail</surname> <given-names>M</given-names></string-name>, <string-name><surname>Rafique</surname> <given-names>E</given-names></string-name>, <string-name><surname>Singh</surname> <given-names>A</given-names></string-name>, <string-name><surname>Tulu</surname> <given-names>A</given-names></string-name></person-group>. <article-title>Engagement of modified heat and mass fluxes on thermally radiated boundary layer flow past over a stretched sheet via OHAM analysis</article-title>. <source>Discover Appl Sci</source>. <year>2024</year>;<volume>6</volume>(<issue>5</issue>):<fpage>240</fpage>.</mixed-citation></ref>
<ref id="ref-35"><label>35.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Rafique</surname> <given-names>E</given-names></string-name>, <string-name><surname>Ilyas</surname> <given-names>N</given-names></string-name>, <string-name><surname>Sohail</surname> <given-names>M</given-names></string-name></person-group>. <article-title>Utlization of generalized heat flux model on thermal transport of powell-eyring model via OHAM with heat geneartion aspects: thermal transport of powell-eyring model</article-title>. <source>Babylonian J of Math</source>. <year>2024</year>;<volume>2024</volume>:<fpage>19</fpage>&#x2013;<lpage>33</lpage>.</mixed-citation></ref>
<ref id="ref-36"><label>36.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Wang</surname> <given-names>FZ</given-names></string-name>, <string-name><surname>Sohail</surname> <given-names>M</given-names></string-name>, <string-name><surname>Nazir</surname> <given-names>U</given-names></string-name>, <string-name><surname>Awwad</surname> <given-names>EM</given-names></string-name>, <string-name><surname>Sharaf</surname> <given-names>M</given-names></string-name></person-group>. <article-title>Utilization of the Crank-Nicolson technique to investigate thermal enhancement in 3D convective Walter-B fluid by inserting tiny nanoparticles on a circular cylinder</article-title>. <source>AIMS Math</source>. <year>2024</year>;<volume>9</volume>(<issue>4</issue>):<fpage>9059</fpage>&#x2013;<lpage>90</lpage>.</mixed-citation></ref>
<ref id="ref-37"><label>37.</label><mixed-citation publication-type="other"><person-group person-group-type="author"><string-name><surname>Li</surname> <given-names>J</given-names></string-name></person-group>. <article-title>Computational analysis of nanofluid flow in micro channels with applications to micro-heat sinks and bio-MEMS (Ph.D. Thesis). NC State University: Raleigh, NC, USA</article-title>; <year>2008</year>.</mixed-citation></ref>
<ref id="ref-38"><label>38.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Khanafer</surname> <given-names>K</given-names></string-name>, <string-name><surname>Vafai</surname> <given-names>K</given-names></string-name>, <string-name><surname>Lightstone</surname> <given-names>M</given-names></string-name></person-group>. <article-title>Buoyancy-driven heat transfer enhancement in a two-dimensional enclosure utilizing nanofluids</article-title>. <source>Int J Heat Mass Trans</source>. <year>2003</year>;<volume>46</volume>(<issue>19</issue>):<fpage>3639</fpage>&#x2013;<lpage>53</lpage>. doi:<pub-id pub-id-type="doi">10.1016/S0017-9310(03)00156-X</pub-id>.</mixed-citation></ref>
<ref id="ref-39"><label>39.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Jou</surname> <given-names>R-Y</given-names></string-name>, <string-name><surname>Tzeng</surname> <given-names>S-C</given-names></string-name></person-group>. <article-title>Numerical research of nature convective heat transfer enhancement filled with nanofluids in rectangular enclosures</article-title>. <source>Int Commun Heat Mass Trans</source>. <year>2006</year>;<volume>33</volume>(<issue>6</issue>):<fpage>727</fpage>&#x2013;<lpage>36</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.icheatmasstransfer.2006.02.016</pub-id>.</mixed-citation></ref>
<ref id="ref-40"><label>40.</label><mixed-citation publication-type="journal"><person-group person-group-type="author"><string-name><surname>Saeidi</surname> <given-names>SM</given-names></string-name>, <string-name><surname>Khodadadi</surname> <given-names>JM</given-names></string-name></person-group>. <article-title>Transient flow and heat transfer leading to periodic state in a cavity with inlet and outlet ports due to incoming flow oscillation</article-title>. <source>Int J Heat Mass Trans</source>. <year>2007</year>;<volume>50</volume>:<fpage>530</fpage>&#x2013;<lpage>8</lpage>. doi:<pub-id pub-id-type="doi">10.1016/j.ijheatmasstransfer.2006.07.018</pub-id>.</mixed-citation></ref>
</ref-list>
</back></article>