<?xml version="1.0" encoding="UTF-8"?><!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v3.0 20080202//EN" "http://dtd.nlm.nih.gov/publishing/3.0/journalpublishing3.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" dtd-version="3.0" xml:lang="en" article-type="research article">
 <front>
  <journal-meta>
   <journal-id journal-id-type="publisher-id">
    ojfd
   </journal-id>
   <journal-title-group>
    <journal-title>
     Open Journal of Fluid Dynamics
    </journal-title>
   </journal-title-group>
   <issn pub-type="epub">
    2165-3852
   </issn>
   <issn publication-format="print">
    2165-3860
   </issn>
   <publisher>
    <publisher-name>
     Scientific Research Publishing
    </publisher-name>
   </publisher>
  </journal-meta>
  <article-meta>
   <article-id pub-id-type="doi">
    10.4236/ojfd.2025.152004
   </article-id>
   <article-id pub-id-type="publisher-id">
    ojfd-142213
   </article-id>
   <article-categories>
    <subj-group subj-group-type="heading">
     <subject>
      Articles
     </subject>
    </subj-group>
    <subj-group subj-group-type="Discipline-v2">
     <subject>
      Physics 
     </subject>
     <subject>
       Mathematics
     </subject>
    </subj-group>
   </article-categories>
   <title-group>
    Analysis of the Effect of Temperature on MHD Electrical Power Generation with Lattice Boltzmann Method
   </title-group>
   <contrib-group>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Daniel Azure
      </surname>
      <given-names>
       Ayine
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff1"> 
      <sup>1</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Rabiu
      </surname>
      <given-names>
       Musah
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff2"> 
      <sup>2</sup>
     </xref>
    </contrib>
    <contrib contrib-type="author" xlink:type="simple">
     <name name-style="western">
      <surname>
       Christian John
      </surname>
      <given-names>
       Etwire
      </given-names>
     </name> 
     <xref ref-type="aff" rid="aff3"> 
      <sup>3</sup>
     </xref>
    </contrib>
   </contrib-group> 
   <aff id="aff1">
    <addr-line>
     aDepartment of Mathematics, School of Mathematical Sciences, C. K. Tedam University of Technology and Applied Sciences, Navrongo, Ghana
    </addr-line> 
   </aff> 
   <aff id="aff2">
    <addr-line>
     aDepartment of Physics, Faculty of Physical Sciences, University for Development Studies, Nyankpala Campus, Tamale, Ghana
    </addr-line> 
   </aff> 
   <aff id="aff3">
    <addr-line>
     aDepartment of Mathematics, School of Mathematical Sciences, C. K. Tedam University of Technology and Applied Sciences, Navrongo, Ghana
    </addr-line> 
   </aff> 
   <pub-date pub-type="epub">
    <day>
     25
    </day> 
    <month>
     04
    </month>
    <year>
     2025
    </year>
   </pub-date> 
   <volume>
    15
   </volume> 
   <issue>
    02
   </issue>
   <fpage>
    47
   </fpage>
   <lpage>
    63
   </lpage>
   <history>
    <date date-type="received">
     <day>
      4,
     </day>
     <month>
      February
     </month>
     <year>
      2025
     </year>
    </date>
    <date date-type="published">
     <day>
      22,
     </day>
     <month>
      February
     </month>
     <year>
      2025
     </year> 
    </date> 
    <date date-type="accepted">
     <day>
      22,
     </day>
     <month>
      April
     </month>
     <year>
      2025
     </year> 
    </date>
   </history>
   <permissions>
    <copyright-statement>
     © Copyright 2014 by authors and Scientific Research Publishing Inc. 
    </copyright-statement>
    <copyright-year>
     2014
    </copyright-year>
    <license>
     <license-p>
      This work is licensed under the Creative Commons Attribution International License (CC BY). http://creativecommons.org/licenses/by/4.0/
     </license-p>
    </license>
   </permissions>
   <abstract>
    The flow of electrically conducting fluids is vital in engineering applications such as Magneto-hydro-dynamic (MHD) generators, Fusion reactors, cooling systems, and Geo-physics. In this study, a mathematical model has been formulated to investigate the effect of temperature on power generation in different sections of an MHD Generator with salt solution (Seawater) as the working fluid. Also, the Lattice Boltzmann method was employed to simulate the fluid flow in an MHD generator for different inlet temperatures in Python. The impact of the working fluid’s inlet temperature on power generation has been established by varying the inlet temperature of the working fluid. The temperature, velocity, and electrical power profiles along and across the generator channel have been extracted and analyzed. The results affirm and complement the findings of experimental and analytical studies of MHD power generation. The study established that high temperature enhances velocity and pressures at the inlet, facilitating ionization and conductivity of the working fluid and resulting in peak electric power within one-fifth of the generator channel. Reduction in temperature towards the outlet results in decreased ionization and low conductivity of the working fluid, accounting for a decline in electric power. The study further revealed that maximum power is obtained from the inlet region along a three-fifths section of the generator. The power then declines in the last two-fifths of the generator channel and stabilizes asymptotically towards the outlet.
   </abstract>
   <kwd-group> 
    <kwd>
     Electrically Conducting Fluid
    </kwd> 
    <kwd>
      Lattice Boltzmann Method
    </kwd> 
    <kwd>
      Electrodes
    </kwd> 
    <kwd>
      Velocity Set
    </kwd> 
    <kwd>
      Power Generator
    </kwd> 
    <kwd>
      Working Fluid
    </kwd>
   </kwd-group>
  </article-meta>
 </front>
 <body>
  <sec id="s1">
   <title>1. Introduction</title>
   <p>A magneto-hydro-dynamics (MHD) power generator is a device that generates electric power using the interaction of moving electrically conducting fluid and a magnetic field, Sivasubramanian <xref ref-type="bibr" rid="scirp.142213-1">
     [1]
    </xref>. Electrically conducting fluids are ionized gases (plasma) and liquid metals such as mercury or sodium, Krishan <xref ref-type="bibr" rid="scirp.142213-2">
     [2]
    </xref>. The presence of ions and free electrons in an electrically conducting fluid makes it suitable as a working fluid in an MHD power generator.</p>
   <p>The advantages of the MHD generator are that it consumes less fuel and produces pollution-free power. It can reach full power level as soon as it is started and is usually smaller than conventional fossil fuel plants, Awais et al. <xref ref-type="bibr" rid="scirp.142213-3">
     [3]
    </xref>. Also, Bera <xref ref-type="bibr" rid="scirp.142213-4">
     [4]
    </xref> stated that MHD power generation is very promising in multimodal power generation systems when coupled with the thermal power plant. With the development of computational fluid dynamics and other computer simulation tools, opportunities to explore the MHD technique and the systems are open in recent times. More research investigations are required in various parts of the MHD systems, such as fluid, electrodes, magnetic field, and the system geometry.</p>
   <p>Most of the research in MHD power generation is experimental studies in which the working fluid is ionized inert gases such as Argon, Xenon, and Neon, together with seed elements to enhance the conductivity of the gas. The seed elements used are ionizable materials such as Potassium, Cesium, and other alkaline compounds, which are dangerous when discharged into the environment. Yiwen et al. <xref ref-type="bibr" rid="scirp.142213-5">
     [5]
    </xref> presented a preliminary experimental investigation on MHD power generation using seeded supersonic argon flow as a working fluid. The segmented MHD power generator’s induction voltage and short-circuit current were measured. They observed a decline in performance caused by electrode oxidation and low magnetic field strength created by permanent magnets.</p>
   <p>According to Jinshah et al. <xref ref-type="bibr" rid="scirp.142213-6">
     [6]
    </xref>, the low conductivity property of gas at high temperatures is the main source of issues in MHD power generation. They indicated that the thermal energy of the gas is directly turned into electrical energy when a high-temperature, high-velocity conductor is passed through a strong magnetic field. However, Sene et al. <xref ref-type="bibr" rid="scirp.142213-7">
     [7]
    </xref> reported that thermal effects were insignificant after they carried out their experiment at room temperature without using any cooling or heating equipment. Rosa et al. <xref ref-type="bibr" rid="scirp.142213-8">
     [8]
    </xref> discovered that there are essentially no maximum limitations to the temperature that an MHD generator can tolerate after studying Plasma flow in an MHD Power Generation system. They observed that the Hall effect accentuates an unevenness of the temperature. Therefore, the electrical conductivity of the plasma decreased as the wall was approached, which caused a voltage drop across the thermal boundary layer.</p>
   <p>Tanaka et al. <xref ref-type="bibr" rid="scirp.142213-9">
     [9]
    </xref> in their experiment analyzed the impact of temperature on the efficiency and stability of the generator. It was observed that the power output increased monotonically with temperature, but the enthalpy extraction ratio saturated at high inlet total temperatures exceeding 8000 K. They found that between 6500 K and 7000 K, the plasma transitioned from a homogenous and stable state; however, the stable plasma properties and structure are not significantly impacted by load resistance.</p>
   <p>Wang et al. <xref ref-type="bibr" rid="scirp.142213-10">
     [10]
    </xref> analyzed the performance of a Liquid Metal MHD enhanced Closed Brayton Cycle (CBC) system coupled with a scramjet, revealing significant insights into power generation capabilities. A multi-stage hybrid-separation LMMHD generator was proposed, which effectively decouples the void fraction of the MHD channel from the wall cooling process, allowing for better control of the void fraction by adjusting the number of stages. Their results indicated that increasing the void fraction benefits overall power generation performance. Ork et al. <xref ref-type="bibr" rid="scirp.142213-11">
     [11]
    </xref> experimented in a shock-tube facility to test Magnetohydrodynamic electrical power generation. They obtained an enthalpy extraction ratio of about 5.0% by using a disk-shaped MHD generator with radio frequency pre-ionization.</p>
   <p>Kimsor et al. <xref ref-type="bibr" rid="scirp.142213-12">
     [12]
    </xref> demonstrated that pre-ionized inert gas plasma can effectively generate electrical power through MHD processes, achieving an enthalpy extraction ratio of 4.01% in a disk-shaped generator with radio-frequency pre-ionization.</p>
   <p>Domínguez-Lozoya <xref ref-type="bibr" rid="scirp.142213-13">
     [13]
    </xref>, in their review of MHD power generation for sustainable development, proposed converting ocean energy, specifically waves and tides, into electricity using MHD generators that utilize seawater or liquid metal as working fluids. Aoki et al. <xref ref-type="bibr" rid="scirp.142213-14">
     [14]
    </xref> examined the effect of a magnetic field on seawater electrolysis by conducting a simulation in a linear-type seawater magnetohydrodynamic power generator. They detailed the construction of experimental equipment and an electrochemical flow cell designed for the linear-type seawater magnetohydrodynamic (MHD) power generator. Their effort is crucial for studying the effects of magnetic fields on seawater electrolysis and MHD power generation.</p>
   <p>According to Takeda et al. <xref ref-type="bibr" rid="scirp.142213-15">
     [15]
    </xref>, a seawater MHD power generator is a unique system that directly transforms seawater flow’s kinetic energy into electric energy and generates hydrogen gas as a by-product. In their experiment, the electromotive force and the generator output were small under the influence of a large flow loss of the generator.</p>
   <p>The literature indicates that most research on MHD power generation is experimental, utilizing gas as the working fluid. However, few studies explore the prospect of using salt solution (seawater) as the working fluid in MHD generators, hence the need for further research.</p>
   <sec id="s1_1">
    <title>1.1. Novelty</title>
    <p>Since most studies on MHD electrical power generation are either experimental or analytical, the current research mathematically models and simulates the flow of hot salt solution (seawater) as a working fluid to help improve understanding of power generation in different sections of the MHD generator using the Lattice Boltzmann method (LBM).</p>
   </sec>
   <sec id="s1_2">
    <title>1.2. Applications</title>
    <p>The findings of this study will help provide knowledge to enhance the production of clean, renewable, and cheap MHD electric power for domestic and industrial use. It would also help protect the environment since MHD generators that use seawater as a working fluid do not necessarily need seeding elements to make it conductive, as required in gaseous working fluids.</p>
    <sec id="s1">
     <title>
      <xref ref-type="bibr" rid="scirp.142213-"></xref>2. Description of the Problem</title>
     <p>An incompressible electrically conducting fluid such as salt solution (seawater) is assumed to flow through an MHD generator duct, where the top and bottom plates are electrodes and the side plates are insulating walls. A magnetic field is imposed perpendicularly on the insulated surfaces. A Cartesian coordinate system is adopted for this study so that the working fluid flows along the x-direction through the channel. Electrodes are placed inclined to the channel to form a wedge-like shape. A magnetic field is then imposed along the z-direction. A heated salt solution with an even temperature of 0.5 lattice units (423.15 K) is injected into the channel of the MHD Generator. The temperature of the working fluid is later increased to study the effect of temperature on power generation. The geometric model of the MHD generator is shown below in <xref ref-type="fig" rid="fig1">
       Figure 1
      </xref>.</p>
     <fig id="fig1" position="float">
      <label>Figure 1</label>
      <caption>
       <title>Figure 1. MHD power generator.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId16.jpeg?20250425022558" />
     </fig>
    </sec>
    <sec id="s2_3">
     <title>2.1. Mathematical Model of the Problem</title>
     <p>
      <xref ref-type="bibr" rid="scirp.142213-"></xref>The fluid flow geometry described above is mathematically modeled by the following governing equations: Continuity, Momentum, and Magnetic induction, from Equations (1) to (3) as in Foldes et al. <xref ref-type="bibr" rid="scirp.142213-16">
       [16]
      </xref> and Equation (4) which is the energy equation.</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
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      </math> (1)</p>
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      </math> (2)</p>
     <p>
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      </math> (3)</p>
     <p>
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      </math> (4)</p>
     <p>The above system of equations models the non-steady incompressible fluid flow in the MHD generator. In the system of equations, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         ρ 
       </mi> 
      </math> is density and 
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         u 
       </mi> 
      </math> and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         v 
       </mi> 
      </math> are velocities in the 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         x 
       </mi> 
      </math> and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         y 
       </mi> 
      </math> directions respectively. Also, 
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         B 
       </mi> 
      </math> and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         T 
       </mi> 
      </math> are magnetic and temperature fields respectively. In addition, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         ν 
       </mi> 
      </math>, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         σ 
       </mi> 
      </math> and 
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        <msub> 
         <mi>
           α 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
       </mrow> 
      </math> represent kinematic viscosity, electrical conductivity, and thermal diffusion coefficient respectively. Also, 
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        <msub> 
         <mi>
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         </mi> 
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         </mi> 
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       </mrow> 
      </math> and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           S 
         </mi> 
         <mi>
           t 
         </mi> 
        </msub> 
       </mrow> 
      </math> in Equations (2) and (4) are the momentum and energy source terms respectively. The effect of the imposed magnetic field on the fluid is modeled with the magnetic induction Equation (3) obtained from Ohm’s law and Maxwell’s equations. In this study 
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          0 
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      </math>, however, the momentum source term 
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        </msub> 
       </mrow> 
      </math> is denoted by the Boussinesq approximation such that,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           S 
         </mi> 
         <mi>
           u 
         </mi> 
        </msub> 
        <mo>
          = 
        </mo> 
        <mi>
          g 
        </mi> 
        <msub> 
         <mi>
           β 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            T 
          </mi> 
          <mo>
            − 
          </mo> 
          <msub> 
           <mi>
             T 
           </mi> 
           <mn>
             0 
           </mn> 
          </msub> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (5)</p>
     <p>Equation (5) models the Buoyancy force due to thermal diffusion where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           β 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
       </mrow> 
      </math> is the coefficient of thermal expansion, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         g 
       </mi> 
      </math> is the acceleration due to gravity, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         T 
       </mi> 
      </math> is the temperature of the system and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
       </mrow> 
      </math> is the initial temperature of the working fluid.</p>
    </sec>
    <sec id="s2_4">
     <title>2.2. Boundary Conditions</title>
     <p>At the starting point of the flow through the MHD generator, the variables dictating the flow assume the following values,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mrow> 
         <mo>
           { 
         </mo> 
         <mtable columnalign="left"> 
          <mtr> 
           <mtd> 
            <mi>
              t 
            </mi> 
            <mo>
              = 
            </mo> 
            <mn>
              0 
            </mn> 
            <mo>
              : 
            </mo> 
            <mi>
              u 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mi>
                x 
              </mi> 
              <mo>
                , 
              </mo> 
              <mn>
                0 
              </mn> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mo>
              = 
            </mo> 
            <msub> 
             <mi>
               U 
             </mi> 
             <mn>
               0 
             </mn> 
            </msub> 
            <mo>
              , 
            </mo> 
            <mi>
              v 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mi>
                x 
              </mi> 
              <mo>
                , 
              </mo> 
              <mn>
                0 
              </mn> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mo>
              = 
            </mo> 
            <mn>
              0 
            </mn> 
            <mo>
              , 
            </mo> 
           </mtd> 
          </mtr> 
          <mtr> 
           <mtd> 
            <mi>
              B 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mi>
                x 
              </mi> 
              <mo>
                , 
              </mo> 
              <mn>
                0 
              </mn> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mo>
              = 
            </mo> 
            <mn>
              0 
            </mn> 
            <mo>
              , 
            </mo> 
            <mi>
              T 
            </mi> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <mi>
                x 
              </mi> 
              <mo>
                , 
              </mo> 
              <mn>
                0 
              </mn> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
            <mo>
              = 
            </mo> 
            <msub> 
             <mi>
               T 
             </mi> 
             <mn>
               0 
             </mn> 
            </msub> 
            <mo>
              . 
            </mo> 
           </mtd> 
          </mtr> 
         </mtable> 
        </mrow> 
       </mrow> 
      </math> (6)</p>
     <p>The boundary conditions of the system at the lower and upper walls (electrodes), where L is the length of the channel and h is the distance between the two electrodes, are stated below,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mn>
          0 
        </mn> 
        <mo>
          &lt; 
        </mo> 
        <mi>
          x 
        </mi> 
        <mo>
          &lt; 
        </mo> 
        <mi>
          L 
        </mi> 
        <mo>
          : 
        </mo> 
        <mi>
          u 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            x 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            y 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          , 
        </mo> 
        <mi>
          B 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            x 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            y 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          , 
        </mo> 
        <mi>
          T 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            x 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            y 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mi>
           w 
         </mi> 
        </msub> 
        <mo>
          , 
        </mo> 
        <mtext>
            
        </mtext> 
        <mtext>
            
        </mtext> 
        <mtext>
          at 
        </mtext> 
        <mtext>
            
        </mtext> 
        <mi>
          y 
        </mi> 
        <mo>
          = 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          , 
        </mo> 
       </mrow> 
      </math></p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mn>
          0 
        </mn> 
        <mo>
          &lt; 
        </mo> 
        <mi>
          x 
        </mi> 
        <mo>
          &lt; 
        </mo> 
        <mi>
          L 
        </mi> 
        <mo>
          : 
        </mo> 
        <mi>
          u 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            x 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            y 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          , 
        </mo> 
        <mi>
          B 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            x 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            y 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          , 
        </mo> 
        <mi>
          T 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mi>
            x 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            y 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mi>
           w 
         </mi> 
        </msub> 
        <mo>
          , 
        </mo> 
        <mtext>
            
        </mtext> 
        <mtext>
            
        </mtext> 
        <mtext>
          at 
        </mtext> 
        <mtext>
            
        </mtext> 
        <mi>
          y 
        </mi> 
        <mo>
          = 
        </mo> 
        <mi>
          h 
        </mi> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (7)</p>
     <p>In Equations (7), 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mi>
           w 
         </mi> 
        </msub> 
       </mrow> 
      </math> is the temperature at the plate surface. The fluid flow variables across the MHD channel assume the following initial values,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mi>
          t 
        </mi> 
        <mo>
          &gt; 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          : 
        </mo> 
        <mi>
          u 
        </mi> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           U 
         </mi> 
         <mi>
           o 
         </mi> 
        </msub> 
        <mo>
          , 
        </mo> 
        <mi>
          v 
        </mi> 
        <mo>
          = 
        </mo> 
        <mn>
          0 
        </mn> 
        <mo>
          , 
        </mo> 
        <mi>
          T 
        </mi> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
        <mo>
          , 
        </mo> 
        <mi>
          B 
        </mi> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           B 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
        <mtext>
            
        </mtext> 
        <mtext>
            
        </mtext> 
        <mtext>
          at 
        </mtext> 
        <mtext>
            
        </mtext> 
        <mi>
          y 
        </mi> 
        <mo>
          = 
        </mo> 
        <mo>
          ± 
        </mo> 
        <mi>
          h 
        </mi> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (8)</p>
     <p>From Equations (6) to (8), 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           U 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
       </mrow> 
      </math>, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
       </mrow> 
      </math>, and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           B 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
       </mrow> 
      </math> denote initial velocity, temperature, and magnetic field respectively.</p>
     <p>The Lattice Boltzmann method is then adopted to simulate the fluid flow in the MHD generator channel.</p>
    </sec>
   </sec>
   <sec id="s3">
    <title>3. Problem Formulated with Lattice Boltzmann Method</title>
    <p>The Boltzmann transport equation in kinetic theory is obtained from the total derivative of the particle distribution function, 
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         f 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mstyle mathvariant="bold" mathsize="normal"> 
          <mi>
            x 
          </mi> 
         </mstyle> 
         <mo>
           , 
         </mo> 
         <mi>
           ξ 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           t 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mstyle mathvariant="bold" mathsize="normal"> 
       <mi>
         x 
       </mi> 
      </mstyle> 
     </math> is a spatial variable, 
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ξ 
      </mi> 
     </math> is velocity and, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        t 
      </mi> 
     </math> denotes time. The total derivative of the distribution function is shown below,</p>
    <p>
     <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mfrac> 
        <mrow> 
         <mtext>
           d 
         </mtext> 
         <mi>
           f 
         </mi> 
        </mrow> 
        <mrow> 
         <mtext>
           d 
         </mtext> 
         <mi>
           t 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           f 
         </mi> 
        </mrow> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           t 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         + 
       </mo> 
       <mi>
         ξ 
       </mi> 
       <mfrac> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           f 
         </mi> 
        </mrow> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mstyle mathvariant="bold" mathsize="normal"> 
          <mi>
            x 
          </mi> 
         </mstyle> 
        </mrow> 
       </mfrac> 
       <mo>
         + 
       </mo> 
       <mfrac> 
        <mi>
          F 
        </mi> 
        <mi>
          m 
        </mi> 
       </mfrac> 
       <mfrac> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           f 
         </mi> 
        </mrow> 
        <mrow> 
         <mo>
           ∂ 
         </mo> 
         <mi>
           ξ 
         </mi> 
        </mrow> 
       </mfrac> 
       <mo>
         = 
       </mo> 
       <mi>
         Ω 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          f 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math> (9)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        F 
      </mi> 
     </math> is force, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        m 
      </mi> 
     </math> is mass and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         Ω 
       </mtext> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          f 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math> is the collision operator. The collision operator is simplified by using the Bhatnagar-Gross-Krook (BGK) collision operator shown in Equation (10) as in Mora et al. <xref ref-type="bibr" rid="scirp.142213-17">
      [17]
     </xref>,</p>
    <p>
     <xref ref-type="bibr" rid="scirp.142213-"></xref> 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         Ω 
       </mtext> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mi>
          f 
        </mi> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mtext> 
       </mtext> 
       <mo>
         − 
       </mo> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mfrac> 
          <mrow> 
           <msub> 
            <mi>
              f 
            </mi> 
            <mi>
              i 
            </mi> 
           </msub> 
           <mo>
             − 
           </mo> 
           <msup> 
            <mi>
              f 
            </mi> 
            <mrow> 
             <mi>
               e 
             </mi> 
             <mi>
               q 
             </mi> 
            </mrow> 
           </msup> 
          </mrow> 
          <mi>
            τ 
          </mi> 
         </mfrac> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math> (10)</p>
    <p>
     <xref ref-type="bibr" rid="scirp.142213-"></xref>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          f 
        </mi> 
        <mrow> 
         <mi>
           e 
         </mi> 
         <mi>
           q 
         </mi> 
        </mrow> 
       </msup> 
      </mrow> 
     </math> is the equilibrium distribution function. The equilibrium distribution function 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          f 
        </mi> 
        <mrow> 
         <mi>
           e 
         </mi> 
         <mi>
           q 
         </mi> 
        </mrow> 
       </msup> 
      </mrow> 
     </math> is defined by the Boltzmann distribution function as:</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          f 
        </mi> 
        <mrow> 
         <mi>
           e 
         </mi> 
         <mi>
           q 
         </mi> 
        </mrow> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           ρ 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           u 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mi>
          ρ 
        </mi> 
        <mrow> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               2 
             </mn> 
             <mi>
               π 
             </mi> 
             <mi>
               R 
             </mi> 
             <mi>
               T 
             </mi> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mrow> 
           <mrow> 
            <mi>
              D 
            </mi> 
            <mo>
              / 
            </mo> 
            <mn>
              2 
            </mn> 
           </mrow> 
          </mrow> 
         </msup> 
        </mrow> 
       </mfrac> 
       <mi>
         exp 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mo>
           − 
         </mo> 
         <mfrac> 
          <mrow> 
           <msup> 
            <mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mi>
                 c 
               </mi> 
               <mo>
                 − 
               </mo> 
               <mstyle mathvariant="bold" mathsize="normal"> 
                <mi>
                  u 
                </mi> 
               </mstyle> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mn>
              2 
            </mn> 
           </msup> 
          </mrow> 
          <mrow> 
           <mn>
             2 
           </mn> 
           <mi>
             R 
           </mi> 
           <mi>
             T 
           </mi> 
          </mrow> 
         </mfrac> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math> (11)</p>
    <p>where D denotes the number of dimensions, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        R 
      </mi> 
     </math> is the specific gas constant, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        T 
      </mi> 
     </math> is temperature and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mi>
          s 
        </mi> 
       </msub> 
      </mrow> 
     </math> is the speed of sound such that 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mi>
          s 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msqrt> 
        <mrow> 
         <mi>
           R 
         </mi> 
         <mi>
           T 
         </mi> 
        </mrow> 
       </msqrt> 
      </mrow> 
     </math> and lattice</p>
    <p>speed 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         c 
       </mi> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mrow> 
         <mtext>
           Δ 
         </mtext> 
         <mi>
           x 
         </mi> 
        </mrow> 
        <mrow> 
         <mtext>
           Δ 
         </mtext> 
         <mi>
           t 
         </mi> 
        </mrow> 
       </mfrac> 
      </mrow> 
     </math>.</p>
    <p>The equilibrium distribution function in Equation (11) is simplified by using Taylor series expansion to obtain,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msup> 
        <mi>
          f 
        </mi> 
        <mrow> 
         <mi>
           e 
         </mi> 
         <mi>
           q 
         </mi> 
        </mrow> 
       </msup> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mi>
           ρ 
         </mi> 
         <mo>
           , 
         </mo> 
         <mi>
           u 
         </mi> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          α 
        </mi> 
       </msub> 
       <mi>
         ρ 
       </mi> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           + 
         </mo> 
         <mfrac> 
          <mrow> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              u 
            </mi> 
           </mstyle> 
           <mo>
             ⋅ 
           </mo> 
           <msub> 
            <mi>
              c 
            </mi> 
            <mi>
              α 
            </mi> 
           </msub> 
          </mrow> 
          <mrow> 
           <msubsup> 
            <mi>
              c 
            </mi> 
            <mi>
              s 
            </mi> 
            <mn>
              2 
            </mn> 
           </msubsup> 
          </mrow> 
         </mfrac> 
         <mo>
           + 
         </mo> 
         <mfrac> 
          <mrow> 
           <msup> 
            <mrow> 
             <mrow> 
              <mo>
                ( 
              </mo> 
              <mrow> 
               <mstyle mathvariant="bold" mathsize="normal"> 
                <mi>
                  u 
                </mi> 
               </mstyle> 
               <msub> 
                <mi>
                  c 
                </mi> 
                <mi>
                  α 
                </mi> 
               </msub> 
              </mrow> 
              <mo>
                ) 
              </mo> 
             </mrow> 
            </mrow> 
            <mn>
              2 
            </mn> 
           </msup> 
          </mrow> 
          <mrow> 
           <mn>
             2 
           </mn> 
           <msubsup> 
            <mi>
              c 
            </mi> 
            <mi>
              s 
            </mi> 
            <mn>
              4 
            </mn> 
           </msubsup> 
          </mrow> 
         </mfrac> 
         <mo>
           − 
         </mo> 
         <mfrac> 
          <mrow> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              u 
            </mi> 
           </mstyle> 
           <mo>
             ⋅ 
           </mo> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              u 
            </mi> 
           </mstyle> 
          </mrow> 
          <mrow> 
           <mn>
             2 
           </mn> 
           <msubsup> 
            <mi>
              c 
            </mi> 
            <mi>
              s 
            </mi> 
            <mn>
              2 
            </mn> 
           </msubsup> 
          </mrow> 
         </mfrac> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
       <mo>
         , 
       </mo> 
      </mrow> 
     </math> (12)</p>
    <p>where 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        ρ 
      </mi> 
     </math> is macroscopic density, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mstyle mathvariant="bold" mathsize="normal"> 
       <mi>
         u 
       </mi> 
      </mstyle> 
     </math> is macroscopic velocity, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          w 
        </mi> 
        <mi>
          α 
        </mi> 
       </msub> 
      </mrow> 
     </math> is the weight of the velocity set of the distribution of the particles, 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mi>
          α 
        </mi> 
       </msub> 
      </mrow> 
     </math> is discrete velocities and 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mi>
          s 
        </mi> 
       </msub> 
      </mrow> 
     </math> is the speed of sound. Also, the speed of sound 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msubsup> 
        <mi>
          c 
        </mi> 
        <mi>
          s 
        </mi> 
        <mn>
          2 
        </mn> 
       </msubsup> 
       <mo>
         = 
       </mo> 
       <mfrac> 
        <mn>
          1 
        </mn> 
        <mn>
          3 
        </mn> 
       </mfrac> 
       <msup> 
        <mrow> 
         <mrow> 
          <mo>
            ( 
          </mo> 
          <mrow> 
           <mfrac> 
            <mrow> 
             <mtext>
               Δ 
             </mtext> 
             <mi>
               x 
             </mi> 
            </mrow> 
            <mrow> 
             <mtext>
               Δ 
             </mtext> 
             <mi>
               t 
             </mi> 
            </mrow> 
           </mfrac> 
          </mrow> 
          <mo>
            ) 
          </mo> 
         </mrow> 
        </mrow> 
        <mn>
          2 
        </mn> 
       </msup> 
      </mrow> 
     </math>. The Macroscopic density is defined as,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ρ 
       </mi> 
       <mo>
         = 
       </mo> 
       <mstyle displaystyle="true"> 
        <msubsup> 
         <mo>
           ∑ 
         </mo> 
         <mrow> 
          <mi>
            α 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0 
          </mn> 
         </mrow> 
         <mn>
           8 
         </mn> 
        </msubsup> 
        <mrow> 
         <msub> 
          <mi>
            f 
          </mi> 
          <mi>
            α 
          </mi> 
         </msub> 
        </mrow> 
       </mstyle> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math> (13)</p>
    <p>The macroscopic velocity is obtained from the momentum of the distribution defined as,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         ρ 
       </mi> 
       <mi>
         u 
       </mi> 
       <mo>
         = 
       </mo> 
       <mstyle displaystyle="true"> 
        <msubsup> 
         <mo>
           ∑ 
         </mo> 
         <mrow> 
          <mi>
            α 
          </mi> 
          <mo>
            = 
          </mo> 
          <mn>
            0 
          </mn> 
         </mrow> 
         <mn>
           8 
         </mn> 
        </msubsup> 
        <mrow> 
         <msub> 
          <mi>
            f 
          </mi> 
          <mi>
            α 
          </mi> 
         </msub> 
         <mo>
           ⋅ 
         </mo> 
         <msub> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             c 
           </mi> 
          </mstyle> 
          <mi>
            α 
          </mi> 
         </msub> 
        </mrow> 
       </mstyle> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math> (14)</p>
    <p>In this study, we adopt the 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <msub> 
        <mi>
          Q 
        </mi> 
        <mn>
          9 
        </mn> 
       </msub> 
      </mrow> 
     </math> Velocity set as in Mohamad <xref ref-type="bibr" rid="scirp.142213-18">
      [18]
     </xref> shown below in <xref ref-type="fig" rid="fig2">
      Figure 2
     </xref>, since the study is a two-dimensional fluid flow analysis between the MHD generator’s lower and upper walls (electrodes).</p>
    <fig id="fig2" position="float">
     <label>Figure 2</label>
     <caption>
      <title>Figure 2. D<sub>2</sub>Q<sub>9</sub> velocity set.</title>
     </caption>
     <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId133.jpeg?20250425022600" />
    </fig>
    <p>The velocities 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          c 
        </mi> 
        <mi>
          α 
        </mi> 
       </msub> 
      </mrow> 
     </math> in the various directions 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
        α 
      </mi> 
     </math> for 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <msub> 
        <mi>
          Q 
        </mi> 
        <mn>
          9 
        </mn> 
       </msub> 
      </mrow> 
     </math> are stated below,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mtable columnalign="left"> 
         <mtr> 
          <mtd> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              0 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               0 
             </mn> 
             <mo>
               , 
             </mo> 
             <mn>
               0 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              1 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mn>
               0 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              2 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               0 
             </mn> 
             <mo>
               , 
             </mo> 
             <mn>
               1 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
          </mtd> 
         </mtr> 
         <mtr> 
          <mtd> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              3 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mo>
               − 
             </mo> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mn>
               0 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              4 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               0 
             </mn> 
             <mo>
               , 
             </mo> 
             <mo>
               − 
             </mo> 
             <mn>
               1 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              5 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mn>
               1 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
          </mtd> 
         </mtr> 
         <mtr> 
          <mtd> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              6 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mo>
               − 
             </mo> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mn>
               1 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              7 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mo>
               − 
             </mo> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mo>
               − 
             </mo> 
             <mn>
               1 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             , 
           </mo> 
           <msub> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               c 
             </mi> 
            </mstyle> 
            <mn>
              8 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mn>
               1 
             </mn> 
             <mo>
               , 
             </mo> 
             <mo>
               − 
             </mo> 
             <mn>
               1 
             </mn> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
           <mo>
             . 
           </mo> 
          </mtd> 
         </mtr> 
        </mtable> 
       </mrow> 
      </mrow> 
     </math> (15)</p>
    <p>At the wall boundaries, the fluid particles bounce back into the fluid, and the velocities of such particles are represented by opposite directions called “no slip” directions,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mtext>
         no 
       </mtext> 
       <mtext>
           
       </mtext> 
       <mtext>
         slip 
       </mtext> 
       <mo>
         = 
       </mo> 
       <mrow> 
        <mo>
          [ 
        </mo> 
        <mrow> 
         <mn>
           0 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           3 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           4 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           1 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           2 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           7 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           8 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           5 
         </mn> 
         <mo>
           , 
         </mo> 
         <mn>
           6 
         </mn> 
        </mrow> 
        <mo>
          ] 
        </mo> 
       </mrow> 
       <mo>
         . 
       </mo> 
      </mrow> 
     </math> (16)</p>
    <p>Also, the weights associated with the various velocity directions for the 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          D 
        </mi> 
        <mn>
          2 
        </mn> 
       </msub> 
       <msub> 
        <mi>
          Q 
        </mi> 
        <mn>
          9 
        </mn> 
       </msub> 
      </mrow> 
     </math> as in Mohamad <xref ref-type="bibr" rid="scirp.142213-18">
      [18]
     </xref> are,</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mrow> 
        <mo>
          { 
        </mo> 
        <mtable columnalign="left"> 
         <mtr> 
          <mtd> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              0 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mfrac> 
            <mn>
              4 
            </mn> 
            <mn>
              9 
            </mn> 
           </mfrac> 
           <mo>
             , 
           </mo> 
           <mtext>
               
           </mtext> 
           <mtext>
               
           </mtext> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              1 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              2 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              3 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              4 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mfrac> 
            <mn>
              1 
            </mn> 
            <mn>
              9 
            </mn> 
           </mfrac> 
           <mo>
             , 
           </mo> 
          </mtd> 
         </mtr> 
         <mtr> 
          <mtd> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              5 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              6 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              7 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <msub> 
            <mi>
              w 
            </mi> 
            <mn>
              8 
            </mn> 
           </msub> 
           <mo>
             = 
           </mo> 
           <mfrac> 
            <mn>
              1 
            </mn> 
            <mrow> 
             <mn>
               36 
             </mn> 
            </mrow> 
           </mfrac> 
           <mo>
             . 
           </mo> 
          </mtd> 
         </mtr> 
        </mtable> 
       </mrow> 
      </mrow> 
     </math> (17)</p>
    <sec id="s3_1">
     <title>
      <xref ref-type="bibr" rid="scirp.142213-"></xref>3.1. Momentum Equation Using Lattice Boltzmann Method</title>
     <p>To model the momentum of the fluid flow, we discretize Equation (9). Let 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mi>
          ξ 
        </mi> 
        <mo>
          ≡ 
        </mo> 
        <msub> 
         <mstyle mathvariant="bold" mathsize="normal"> 
          <mi>
            c 
          </mi> 
         </mstyle> 
         <mi>
           α 
         </mi> 
        </msub> 
       </mrow> 
      </math> where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mstyle mathvariant="bold" mathsize="normal"> 
          <mi>
            c 
          </mi> 
         </mstyle> 
         <mi>
           α 
         </mi> 
        </msub> 
       </mrow> 
      </math> denote a discrete velocity set. Then the discretized Lattice Boltzmann momentum equation with the BGK collision operator without the force terms in Xiong <xref ref-type="bibr" rid="scirp.142213-19">
       [19]
      </xref> is shown as Equation (18) below,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           f 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            + 
          </mo> 
          <msub> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              c 
            </mi> 
           </mstyle> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            t 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
          <mo>
            + 
          </mo> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          − 
        </mo> 
        <msub> 
         <mi>
           f 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mo>
          − 
        </mo> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mfrac> 
           <mrow> 
            <msub> 
             <mi>
               f 
             </mi> 
             <mi>
               α 
             </mi> 
            </msub> 
            <mo>
              − 
            </mo> 
            <msubsup> 
             <mi>
               f 
             </mi> 
             <mi>
               α 
             </mi> 
             <mrow> 
              <mi>
                e 
              </mi> 
              <mi>
                q 
              </mi> 
             </mrow> 
            </msubsup> 
           </mrow> 
           <mi>
             τ 
           </mi> 
          </mfrac> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </math>. (18)</p>
     <p>The macroscopic parameters, such as the working fluid’s density and velocity, are obtained from the distribution function, as in Equations (13) and (14), respectively.</p>
    </sec>
    <sec id="s3_2">
     <title>3.2. Magnetic Induction Equation with Lattice Boltzmann Method</title>
     <p>The Magnetic induction equation is represented in LBM as follows. We let 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           z 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              x 
            </mi> 
           </mstyle> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </math> be the magnetic distribution function, then the magnetic induction equation is written in LBM form as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           z 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            + 
          </mo> 
          <msub> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              c 
            </mi> 
           </mstyle> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            t 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
          <mo>
            + 
          </mo> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          − 
        </mo> 
        <msub> 
         <mi>
           z 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mfrac> 
         <mn>
           1 
         </mn> 
         <mrow> 
          <msub> 
           <mi>
             τ 
           </mi> 
           <mi>
             m 
           </mi> 
          </msub> 
         </mrow> 
        </mfrac> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             z 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               x 
             </mi> 
            </mstyle> 
            <mo>
              , 
            </mo> 
            <mi>
              t 
            </mi> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
          <mo>
            − 
          </mo> 
          <msubsup> 
           <mi>
             z 
           </mi> 
           <mi>
             α 
           </mi> 
           <mrow> 
            <mi>
              e 
            </mi> 
            <mi>
              q 
            </mi> 
           </mrow> 
          </msubsup> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               x 
             </mi> 
            </mstyle> 
            <mo>
              , 
            </mo> 
            <mi>
              t 
            </mi> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          , 
        </mo> 
       </mrow> 
      </math> (19)</p>
     <p>where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           τ 
         </mi> 
         <mi>
           m 
         </mi> 
        </msub> 
       </mrow> 
      </math> is the magnetic relaxation time, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msubsup> 
         <mi>
           z 
         </mi> 
         <mi>
           α 
         </mi> 
         <mrow> 
          <mi>
            e 
          </mi> 
          <mi>
            q 
          </mi> 
         </mrow> 
        </msubsup> 
       </mrow> 
      </math> is the magnetic equilibrium distribution function. The magnetic field density of the system is obtained as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mi>
          B 
        </mi> 
        <mo>
          = 
        </mo> 
        <mstyle displaystyle="true"> 
         <msubsup> 
          <mo>
            ∑ 
          </mo> 
          <mrow> 
           <mi>
             α 
           </mi> 
           <mo>
             = 
           </mo> 
           <mn>
             0 
           </mn> 
          </mrow> 
          <mn>
            8 
          </mn> 
         </msubsup> 
         <mrow> 
          <msub> 
           <mi>
             z 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </mstyle> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (20)</p>
     <p>The equilibrium distribution function of the magnetic field 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msubsup> 
         <mi>
           z 
         </mi> 
         <mi>
           α 
         </mi> 
         <mrow> 
          <mi>
            e 
          </mi> 
          <mi>
            q 
          </mi> 
         </mrow> 
        </msubsup> 
       </mrow> 
      </math> is given in Jamali et al. <xref ref-type="bibr" rid="scirp.142213-20">
       [20]
      </xref> as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msubsup> 
         <mi>
           z 
         </mi> 
         <mi>
           α 
         </mi> 
         <mrow> 
          <mi>
            e 
          </mi> 
          <mi>
            q 
          </mi> 
         </mrow> 
        </msubsup> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              B 
            </mi> 
           </mstyle> 
           <mi>
             β 
           </mi> 
          </msub> 
          <mo>
            + 
          </mo> 
          <mn>
            3 
          </mn> 
          <msub> 
           <mi>
             c 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <msub> 
             <mi>
               u 
             </mi> 
             <mi>
               α 
             </mi> 
            </msub> 
            <msub> 
             <mi>
               B 
             </mi> 
             <mi>
               β 
             </mi> 
            </msub> 
            <mo>
              − 
            </mo> 
            <msub> 
             <mi>
               B 
             </mi> 
             <mi>
               α 
             </mi> 
            </msub> 
            <msub> 
             <mi>
               u 
             </mi> 
             <mi>
               β 
             </mi> 
            </msub> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          , 
        </mo> 
       </mrow> 
      </math> (21)</p>
     <p>where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
       </mrow> 
      </math> are the lattice weights for the magnetic field.</p>
     <p>The LBM for the momentum source term in Miyan <xref ref-type="bibr" rid="scirp.142213-21">
       [21]
      </xref> is modeled as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           S 
         </mi> 
         <mi>
           u 
         </mi> 
        </msub> 
        <mo>
          = 
        </mo> 
        <mn>
          3 
        </mn> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <msub> 
         <mi>
           g 
         </mi> 
         <mi>
           x 
         </mi> 
        </msub> 
        <msub> 
         <mi>
           β 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
        <mi>
          θ 
        </mi> 
        <msub> 
         <mi>
           c 
         </mi> 
         <mi>
           x 
         </mi> 
        </msub> 
        <mo>
          + 
        </mo> 
        <mn>
          3 
        </mn> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <msub> 
         <mi>
           g 
         </mi> 
         <mi>
           y 
         </mi> 
        </msub> 
        <msub> 
         <mi>
           β 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
        <mi>
          θ 
        </mi> 
        <msub> 
         <mi>
           c 
         </mi> 
         <mi>
           y 
         </mi> 
        </msub> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (22)</p>
     <p>where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
       </mrow> 
      </math> denote lattice weights, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           g 
         </mi> 
         <mi>
           x 
         </mi> 
        </msub> 
       </mrow> 
      </math> and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           g 
         </mi> 
         <mi>
           y 
         </mi> 
        </msub> 
       </mrow> 
      </math> are gravity components, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           β 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
       </mrow> 
      </math> is the thermal Buoyancy coefficient. Also, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         θ 
       </mi> 
      </math> is the temperature of the system and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           c 
         </mi> 
         <mi>
           x 
         </mi> 
        </msub> 
       </mrow> 
      </math>, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           c 
         </mi> 
         <mi>
           y 
         </mi> 
        </msub> 
       </mrow> 
      </math> are lattice directions.</p>
    </sec>
    <sec id="s3_3">
     <title>3.3. Energy Equation with Lattice Boltzmann Method</title>
     <p>The energy distribution function 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           h 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </math> is defined as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           h 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            + 
          </mo> 
          <msub> 
           <mstyle mathvariant="bold" mathsize="normal"> 
            <mi>
              c 
            </mi> 
           </mstyle> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            t 
          </mi> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
          <mo>
            + 
          </mo> 
          <mtext>
            Δ 
          </mtext> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          − 
        </mo> 
        <msub> 
         <mi>
           h 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mstyle mathvariant="bold" mathsize="normal"> 
           <mi>
             x 
           </mi> 
          </mstyle> 
          <mo>
            , 
          </mo> 
          <mi>
            t 
          </mi> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          = 
        </mo> 
        <mo>
          − 
        </mo> 
        <mfrac> 
         <mn>
           1 
         </mn> 
         <mrow> 
          <msub> 
           <mi>
             T 
           </mi> 
           <mi>
             T 
           </mi> 
          </msub> 
         </mrow> 
        </mfrac> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <msub> 
           <mi>
             h 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               x 
             </mi> 
            </mstyle> 
            <mo>
              , 
            </mo> 
            <mi>
              t 
            </mi> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
          <mo>
            − 
          </mo> 
          <msubsup> 
           <mi>
             h 
           </mi> 
           <mi>
             α 
           </mi> 
           <mrow> 
            <mi>
              e 
            </mi> 
            <mi>
              q 
            </mi> 
           </mrow> 
          </msubsup> 
          <mrow> 
           <mo>
             ( 
           </mo> 
           <mrow> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               x 
             </mi> 
            </mstyle> 
            <mo>
              , 
            </mo> 
            <mi>
              t 
            </mi> 
           </mrow> 
           <mo>
             ) 
           </mo> 
          </mrow> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
        <mo>
          , 
        </mo> 
       </mrow> 
      </math> (23)</p>
     <p>where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           T 
         </mi> 
         <mi>
           T 
         </mi> 
        </msub> 
       </mrow> 
      </math> is the thermal relaxation time and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msubsup> 
         <mi>
           h 
         </mi> 
         <mi>
           α 
         </mi> 
         <mrow> 
          <mi>
            e 
          </mi> 
          <mi>
            q 
          </mi> 
         </mrow> 
        </msubsup> 
       </mrow> 
      </math> is the thermal equilibrium distribution function. The thermal equilibrium distribution function of the energy equation 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msubsup> 
         <mi>
           h 
         </mi> 
         <mi>
           α 
         </mi> 
         <mrow> 
          <mi>
            e 
          </mi> 
          <mi>
            q 
          </mi> 
         </mrow> 
        </msubsup> 
       </mrow> 
      </math> is given in Krüger et al. <xref ref-type="bibr" rid="scirp.142213-22">
       [22]
      </xref> as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msubsup> 
         <mi>
           h 
         </mi> 
         <mi>
           α 
         </mi> 
         <mrow> 
          <mi>
            e 
          </mi> 
          <mi>
            q 
          </mi> 
         </mrow> 
        </msubsup> 
        <mo>
          = 
        </mo> 
        <msub> 
         <mi>
           w 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
        <mi>
          T 
        </mi> 
        <mrow> 
         <mo>
           ( 
         </mo> 
         <mrow> 
          <mn>
            1 
          </mn> 
          <mo>
            + 
          </mo> 
          <mfrac> 
           <mrow> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               u 
             </mi> 
            </mstyle> 
            <mo>
              ⋅ 
            </mo> 
            <msub> 
             <mi>
               c 
             </mi> 
             <mi>
               α 
             </mi> 
            </msub> 
           </mrow> 
           <mrow> 
            <msubsup> 
             <mi>
               c 
             </mi> 
             <mi>
               s 
             </mi> 
             <mn>
               2 
             </mn> 
            </msubsup> 
           </mrow> 
          </mfrac> 
          <mo>
            + 
          </mo> 
          <mfrac> 
           <mrow> 
            <msup> 
             <mrow> 
              <mrow> 
               <mo>
                 ( 
               </mo> 
               <mrow> 
                <mstyle mathvariant="bold" mathsize="normal"> 
                 <mi>
                   u 
                 </mi> 
                </mstyle> 
                <msub> 
                 <mi>
                   c 
                 </mi> 
                 <mi>
                   α 
                 </mi> 
                </msub> 
               </mrow> 
               <mo>
                 ) 
               </mo> 
              </mrow> 
             </mrow> 
             <mn>
               2 
             </mn> 
            </msup> 
           </mrow> 
           <mrow> 
            <mn>
              2 
            </mn> 
            <msubsup> 
             <mi>
               c 
             </mi> 
             <mi>
               s 
             </mi> 
             <mn>
               4 
             </mn> 
            </msubsup> 
           </mrow> 
          </mfrac> 
          <mo>
            − 
          </mo> 
          <mfrac> 
           <mrow> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               u 
             </mi> 
            </mstyle> 
            <mo>
              ⋅ 
            </mo> 
            <mstyle mathvariant="bold" mathsize="normal"> 
             <mi>
               u 
             </mi> 
            </mstyle> 
           </mrow> 
           <mrow> 
            <mn>
              2 
            </mn> 
            <msubsup> 
             <mi>
               c 
             </mi> 
             <mi>
               s 
             </mi> 
             <mn>
               2 
             </mn> 
            </msubsup> 
           </mrow> 
          </mfrac> 
         </mrow> 
         <mo>
           ) 
         </mo> 
        </mrow> 
       </mrow> 
      </math>, (24)</p>
     <p>where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           W 
         </mi> 
         <mi>
           α 
         </mi> 
        </msub> 
       </mrow> 
      </math> is the weight of the thermal distribution direction ( 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         α 
       </mi> 
      </math>) and the temperature 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         T 
       </mi> 
      </math> of the system is estimated as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mi>
          T 
        </mi> 
        <mo>
          = 
        </mo> 
        <mstyle displaystyle="true"> 
         <msubsup> 
          <mo>
            ∑ 
          </mo> 
          <mrow> 
           <mi>
             α 
           </mi> 
           <mo>
             = 
           </mo> 
           <mn>
             0 
           </mn> 
          </mrow> 
          <mn>
            8 
          </mn> 
         </msubsup> 
         <mrow> 
          <msub> 
           <mi>
             h 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </mstyle> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (25)</p>
    </sec>
    <sec id="s3_4">
     <title>3.4. Boundary Conditions</title>
     <p>We employ a periodic boundary technique at the inlet and outlet of the MHD power generator system and a bounce-back boundary technique at the system’s electrodes (wall). Assuming periodicity along the 
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     <p>and,</p>
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     <p>The bottom and top momentum boundary conditions at the electrodes of the generator are,</p>
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     <p>The magnetic boundary conditions are as shown below,</p>
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      </math> (33)</p>
     <p>The thermal energy inlet and outlet boundary conditions are as in Equations (34) and (35),</p>
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     <p>The bottom and top thermal boundary conditions are as in Equation (36) and (37),</p>
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      </math> (36)</p>
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      </math> (37)</p>
     <p>
      <xref ref-type="table" rid="table1">
       Table 1
      </xref> contains dimensionless parameters of the MHD generator, physical properties of the working fluid (salt solution/seawater) and other parameters associated with the Lattice Boltzmann Method in lattice units used for the simulation. Equations (18), (19), and (23) are simulated in Python with the specified boundary conditions from Equations (26) to (37) and the dimensionless parameter values presented in <xref ref-type="table" rid="table1">
       Table 1
      </xref>.</p>
     <table-wrap id="table1">
      <label>
       <xref ref-type="table" rid="table1">
        Table 1
       </xref></label>
      <caption>
       <title>
        <xref ref-type="bibr" rid="scirp.142213-"></xref>Table 1. Dimensionless simulation parameter values.</title>
      </caption>
      <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
       <tr> 
        <td class="custom-bottom-td acenter" width="48.75%"><p style="text-align:center">Parameter</p></td> 
        <td class="custom-bottom-td acenter" width="20.22%"><p style="text-align:center">Symbol</p></td> 
        <td class="custom-bottom-td acenter" width="31.03%"><p style="text-align:center">Values in Lattice Units</p></td> 
       </tr> 
       <tr> 
        <td class="custom-top-td acenter" width="48.75%"><p style="text-align:center">Initial Velocity</p></td> 
        <td class="custom-top-td acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               u 
             </mi> 
             <mn>
               0 
             </mn> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="custom-top-td acenter" width="31.03%"><p style="text-align:center">0.4</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Inlet Temperature of fluid</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               θ 
             </mi> 
             <mi>
               i 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.5</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Initial Magnetic field</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               B 
             </mi> 
             <mn>
               0 
             </mn> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">1.0</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Density of fluid</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               ρ 
             </mi> 
             <mn>
               0 
             </mn> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">1.0</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Temperature of wall (Electrodes)</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               θ 
             </mi> 
             <mi>
               w 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.1</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Thermal Expansion coefficient</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               β 
             </mi> 
             <mi>
               T 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.00001</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Renolds Number</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <mi>
              R 
            </mi> 
            <mi>
              e 
            </mi> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">200</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Prandtl Number</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <mi>
              P 
            </mi> 
            <mi>
              r 
            </mi> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.6</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Dynamic Viscosity</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
             μ 
           </mi> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.126</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Electrical Conductivity of Fluid</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
             σ 
           </mi> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">4.31</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Electrode Conductivity</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               σ 
             </mi> 
             <mi>
               e 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">1.5</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Length of Generator</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
             l 
           </mi> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">2<sup>8</sup></p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Width of Generator</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
             w 
           </mi> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">2<sup>6</sup></p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Fluid Collision Time</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               ω 
             </mi> 
             <mi>
               f 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.001</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Thermal Collision Time</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               ω 
             </mi> 
             <mi>
               T 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.012</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Magnetic Collision Time</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <msub> 
             <mi>
               ω 
             </mi> 
             <mi>
               m 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.011</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Magnetic Renolds Number</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <mi>
              R 
            </mi> 
            <msub> 
             <mi>
               e 
             </mi> 
             <mi>
               m 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.9</p></td> 
       </tr> 
       <tr> 
        <td class="acenter" width="48.75%"><p style="text-align:center">Magnetic Prandtl Number</p></td> 
        <td class="acenter" width="20.22%"><p style="text-align:center"> 
          <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
            <mi>
              P 
            </mi> 
            <msub> 
             <mi>
               r 
             </mi> 
             <mi>
               m 
             </mi> 
            </msub> 
           </mrow> 
          </math></p></td> 
        <td class="acenter" width="31.03%"><p style="text-align:center">0.6</p></td> 
       </tr> 
      </table>
     </table-wrap>
    </sec>
   </sec>
   <sec id="s4">
    <title>4. Results and Discussions</title>
    <p>The orientations of the walls (electrodes) of the MHD generator in this study are inclined to form a wedged-like shape, as shown in <xref ref-type="fig" rid="fig1">
      Figure 1
     </xref>. However, to validate the results of this study, the orientations of the electrodes were set parallel to each other to obtain the standard geometry for Poiseuille flow and the numerical solution of the cross-sectional velocity profile of the channel compared with the analytic solution of the Poiseuille velocity profile, Wu et al. <xref ref-type="bibr" rid="scirp.142213-23">
      [23]
     </xref> as shown in Equation (38),</p>
    <p>
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <mi>
         u 
       </mi> 
       <mo>
         = 
       </mo> 
       <mo>
         − 
       </mo> 
       <mfrac> 
        <mrow> 
         <msup> 
          <mi>
            h 
          </mi> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mrow> 
         <mn>
           2 
         </mn> 
         <mi>
           μ 
         </mi> 
        </mrow> 
       </mfrac> 
       <mfrac> 
        <mrow> 
         <mtext>
           d 
         </mtext> 
         <mi>
           p 
         </mi> 
        </mrow> 
        <mrow> 
         <mtext>
           d 
         </mtext> 
         <mi>
           x 
         </mi> 
        </mrow> 
       </mfrac> 
       <mrow> 
        <mo>
          ( 
        </mo> 
        <mrow> 
         <mn>
           1 
         </mn> 
         <mo>
           − 
         </mo> 
         <msup> 
          <mrow> 
           <mrow> 
            <mo>
              ( 
            </mo> 
            <mrow> 
             <mfrac> 
              <mi>
                y 
              </mi> 
              <mi>
                h 
              </mi> 
             </mfrac> 
            </mrow> 
            <mo>
              ) 
            </mo> 
           </mrow> 
          </mrow> 
          <mn>
            2 
          </mn> 
         </msup> 
        </mrow> 
        <mo>
          ) 
        </mo> 
       </mrow> 
      </mrow> 
     </math>. (38)</p>
    <p>
     <xref ref-type="fig" rid="fig3">
      Figure 3
     </xref> shows the relationship between the present numerical result using the dimensionless parameters in <xref ref-type="table" rid="table1">
      Table 1
     </xref>, compared to the analytical result of Equation (38). The simulation was implemented in Python by setting some of the parameters in <xref ref-type="table" rid="table1">
      Table 1
     </xref> to zero, i.e., 
     <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
       <msub> 
        <mi>
          θ 
        </mi> 
        <mi>
          i 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          θ 
        </mi> 
        <mi>
          e 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          β 
        </mi> 
        <mi>
          T 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          B 
        </mi> 
        <mn>
          0 
        </mn> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mi>
         R 
       </mi> 
       <msub> 
        <mi>
          e 
        </mi> 
        <mi>
          m 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mi>
         σ 
       </mi> 
       <mo>
         = 
       </mo> 
       <msub> 
        <mi>
          σ 
        </mi> 
        <mi>
          e 
        </mi> 
       </msub> 
       <mo>
         = 
       </mo> 
       <mn>
         0 
       </mn> 
      </mrow> 
     </math> and the result compared with the benchmark Poiseuille flow profile.</p>
    <sec id="s4_1">
     <title>4.1. Velocity Profile in the MHD Generator</title>
     <p>The velocity profile across different sections of the MHD generator channel is shown below in <xref ref-type="fig" rid="fig4">
       Figure 4
      </xref>.</p>
     <p>
      <xref ref-type="fig" rid="fig4">
       Figure 4
      </xref> shows that the velocity across the channel at one-fifth of the channel length is fully developed and high; however, it reduces at four-fifths of the channel towards the outlet. The reduction in velocity of the working fluid is due to viscous forces at the walls, Lorentz force in the bulk of the working fluid, and the large width of the outlet.</p>
     <fig id="fig3" position="float">
      <label>Figure 3</label>
      <caption>
       <title>Figure 3. Poiseuille velocity profile.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId272.jpeg?20250425022604" />
     </fig>
     <fig id="fig4" position="float">
      <label>Figure 4</label>
      <caption>
       <title>Figure 4. Velocity profile across the MHD generator channel.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId273.jpeg?20250425022604" />
     </fig>
    </sec>
    <sec id="s4_2">
     <title>4.2. Temperature Profile in MHD Generator</title>
     <p>The temperature profile of the working fluid in the MHD generator is shown below in <xref ref-type="fig" rid="fig5">
       Figure 5
      </xref>.</p>
     <fig id="fig5" position="float">
      <label>Figure 5</label>
      <caption>
       <title>Figure 5. Temperature profile of working fluid in the MHD generator.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId274.jpeg?20250425022605" />
     </fig>
     <p>As can be observed in <xref ref-type="fig" rid="fig5">
       Figure 5
      </xref>, the working fluid’s temperature declines gradually along the channel towards the exit. An initial inlet temperature of 0.5 lattice units gradually dropped to about 0.2 lattice units towards the outlet of the MHD generator channel, which denotes a 60% drop in inlet temperature. The reduced temperature of the working fluid was due to heat loss at the electrodes/walls.</p>
    </sec>
    <sec id="s4_3">
     <title>4.3. Electric Power Profile in the MHD Generator</title>
     <p>The electric power, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
        <mi>
          P 
        </mi> 
        <mo>
          ¯ 
        </mo> 
       </mover> 
      </math> per unit length from the MHD generator is obtained by using Equation (39) as presented by Miyan <xref ref-type="bibr" rid="scirp.142213-21">
       [21]
      </xref> and E-sparX <xref ref-type="bibr" rid="scirp.142213-24">
       [24]
      </xref> given as,</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mover accent="true"> 
         <mi>
           P 
         </mi> 
         <mo>
           ¯ 
         </mo> 
        </mover> 
        <mo>
          = 
        </mo> 
        <mfrac> 
         <mrow> 
          <mi>
            σ 
          </mi> 
          <mi>
            u 
          </mi> 
          <msup> 
           <mi>
             B 
           </mi> 
           <mn>
             2 
           </mn> 
          </msup> 
         </mrow> 
         <mi>
           ρ 
         </mi> 
        </mfrac> 
       </mrow> 
      </math> (39)</p>
     <p>where 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         σ 
       </mi> 
      </math> is the electrical conductivity of the working fluid, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         u 
       </mi> 
      </math> is the velocity, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         B 
       </mi> 
      </math> is the magnetic flux density of the system and 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         ρ 
       </mi> 
      </math> is the density of the working fluid. In this study, the net magnet flux 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
         B 
       </mi> 
      </math> is the difference between the imposed magnetic flux 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           B 
         </mi> 
         <mn>
           0 
         </mn> 
        </msub> 
       </mrow> 
      </math> and the induced magnetic flux due to Lorentz force, 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <msub> 
         <mi>
           B 
         </mi> 
         <mrow> 
          <mi>
            i 
          </mi> 
          <mi>
            n 
          </mi> 
          <mi>
            d 
          </mi> 
         </mrow> 
        </msub> 
        <mo>
          = 
        </mo> 
        <msqrt> 
         <mrow> 
          <msubsup> 
           <mi>
             b 
           </mi> 
           <mi>
             x 
           </mi> 
           <mn>
             2 
           </mn> 
          </msubsup> 
          <mo>
            + 
          </mo> 
          <msubsup> 
           <mi>
             b 
           </mi> 
           <mi>
             y 
           </mi> 
           <mn>
             2 
           </mn> 
          </msubsup> 
         </mrow> 
        </msqrt> 
       </mrow> 
      </math>. Therefore, the power 
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
        <mi>
          P 
        </mi> 
        <mo>
          ¯ 
        </mo> 
       </mover> 
      </math> in this study is computed by using Equation (40),</p>
     <p>
      <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
        <mover accent="true"> 
         <mi>
           P 
         </mi> 
         <mo>
           ¯ 
         </mo> 
        </mover> 
        <mo>
          = 
        </mo> 
        <mfrac> 
         <mrow> 
          <mi>
            σ 
          </mi> 
          <mi>
            u 
          </mi> 
          <msup> 
           <mrow> 
            <mrow> 
             <mo>
               ( 
             </mo> 
             <mrow> 
              <msub> 
               <mi>
                 B 
               </mi> 
               <mn>
                 0 
               </mn> 
              </msub> 
              <mo>
                − 
              </mo> 
              <msub> 
               <mi>
                 B 
               </mi> 
               <mrow> 
                <mi>
                  i 
                </mi> 
                <mi>
                  n 
                </mi> 
                <mi>
                  d 
                </mi> 
               </mrow> 
              </msub> 
             </mrow> 
             <mo>
               ) 
             </mo> 
            </mrow> 
           </mrow> 
           <mn>
             2 
           </mn> 
          </msup> 
         </mrow> 
         <mi>
           ρ 
         </mi> 
        </mfrac> 
        <mo>
          . 
        </mo> 
       </mrow> 
      </math> (40)</p>
     <p>
      <xref ref-type="fig" rid="figFigures 6-8">
       Figures 6-8
      </xref> show the electrical power profiles in the MHD generator as color-mapped images and line graphs extracted along and across the generator’s channel.</p>
     <p>
      <xref ref-type="bibr" rid="scirp.142213-"></xref>At a constant wall (electrode) temperature of 0.1 lattice units, the various Figures represent the power produced at three different inlet temperatures of the working fluid (salt solution). In <xref ref-type="fig" rid="fig6">
       Figure 6
      </xref>, when the inlet temperature was 0.5, the electric power produced in the generator increased from 0.4 to peak at 0.7 in the first one-fifth of the channel. It then gradually dropped and stabilized to 0.2 towards the exit, as in <xref ref-type="fig" rid="fig6(b)">
       Figure 6(b)
      </xref> and <xref ref-type="fig" rid="fig6(c)">
       Figure 6(c)
      </xref>.</p>
     <fig id="fig6" position="float">
      <label>Figure 6</label>
      <caption>
       <title>Figure 6. Electric power at inlet temperature, 

        <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
          <msub> 
   
           <mi>
            
    θ
   
           </mi> 
   
           <mi>
            
    i
   
           </mi> 
  
          </msub> 
  
          <mo>
           
   =
  
          </mo>
  
          <mn>
           
   0.5
  
          </mn>
 
         </mrow>

        </math>.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId297.jpeg?20250425022606" />
     </fig>
     <fig id="fig7" position="float">
      <label>Figure 7</label>
      <caption>
       <title>Figure 7. Electric power at inlet temperature, 

        <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
          <msub> 
   
           <mi>
            
    θ
   
           </mi> 
   
           <mi>
            
    i
   
           </mi> 
  
          </msub> 
  
          <mo>
           
   =
  
          </mo>
  
          <mn>
           
   1
  
          </mn>
 
         </mrow>

        </math>.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId300.jpeg?20250425022605" />
     </fig>
     <fig id="fig8" position="float">
      <label>Figure 8</label>
      <caption>
       <title>Figure 8. Electric power at inlet temperature, 

        <math display="inline" xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
  
          <msub> 
   
           <mi>
            
    θ
   
           </mi> 
   
           <mi>
            
    i
   
           </mi> 
  
          </msub> 
  
          <mo>
           
   =
  
          </mo>
  
          <mn>
           
   0.5
  
          </mn>
 
         </mrow>

        </math>.</title>
      </caption>
      <graphic mimetype="image" position="float" xlink:type="simple" xlink:href="https://html.scirp.org/file/2320838-rId303.jpeg?20250425022605" />
     </fig>
     <p>However, when the temperature of the working fluid was increased from 0.5 to 1.0 as in <xref ref-type="fig" rid="fig7">
       Figure 7
      </xref>, the electric power rose from 0.5 to peak at 0.8 in the first one-fifth of the channel and declined gradually to stabilize at 0.2 towards the exit, as can be observed in <xref ref-type="fig" rid="fig7(b)">
       Figure 7(b)
      </xref> and <xref ref-type="fig" rid="fig7(c)">
       Figure 7(c)
      </xref>. Therefore, between <xref ref-type="fig" rid="fig6">
       Figure 6
      </xref> and <xref ref-type="fig" rid="fig7">
       Figure 7
      </xref>, the net increase in the peak power produced by a 100% increase in the inlet temperature is 0.1, representing a 14.3% increase in the peak power produced.</p>
     <p>Also, in <xref ref-type="fig" rid="fig8">
       Figure 8
      </xref>, an inlet temperature of 1.5 caused the power to increase from 0.5 to peak at 0.9 and declined gradually to stabilize at 0.2 towards the generator’s outlet, as in <xref ref-type="fig" rid="figFigures 8(b)">
       Figures 8(b)
      </xref> and <xref ref-type="fig" rid="fig8(c)">
       Figure 8(c)
      </xref>. Therefore, comparing the power produced in <xref ref-type="fig" rid="fig6">
       Figure 6
      </xref> and <xref ref-type="fig" rid="fig8">
       Figure 8
      </xref>, it can be observed that a 200% increase in the inlet temperature of the working fluid, resulted in a 28.6% increase in the peak power.</p>
     <p>In all these situations, the increased temperature enhanced the velocity and pressures at the inlet, which facilitates ionization and conductivity of the working fluid, resulting in appreciable electric power in three-fifths of the generator channel. However, towards the exit, a drop in temperature resulted in ion recombination at low temperatures towards the outlet. The low temperature decreased the ionization and conductivity of the working fluid towards the outlet, accounting for the decline in electric power generated in the last two-fifths of the generator channel.</p>
     <p>The findings of this study provide insight into the appropriate sections of the MHD generator from which high power can be tapped. The electrical power produced by the heated salt solution (seawater) as working fluid in the MHD power generator would be cheap, renewable, and safe for domestic and industrial use.</p>
    </sec>
   </sec>
   <sec id="s5">
    <title>5. Conclusions</title>
    <p>In this paper, we have mathematically modeled electrical conducting fluid flow in an MHD power generator and conducted a simulation using the Lattice Boltzmann method. The study analyzed the effect of temperature on power generation along different sections of the generator channel. Mathematical modeling helps reduce the cost associated with experimental studies of MHD power generation.</p>
    <p>We established that the electric power generated in the MHD generator peaks along one-fifth of the inlet and gradually declines along the generator channel to attain asymptotic stability towards the outlet. The drop in electric power near the outlet region results from ion recombination at reduced temperatures.</p>
    <p>Increased temperature increases ionization and enhances the conductivity of the working fluid (salt solution), which enhances electric power generation in the generator.</p>
    <p>When the inlet temperature of the working fluid was increased by 100%, the electric power increased by 14.3%, and when it was further increased by 200%, the power increased by 28.6%.</p>
    <p>To tap maximum electric power, electrodes should be placed three-fifths along the generator channel where significant power is generated.</p>
    <p>Further work in this area would consider the effect of different MHD channel geometries on MHD power generation.</p>
   </sec>
   <sec id="s6">
    <title>Acknowledgements</title>
    <p>The authors appreciate all Reviewers of this manuscript for their valuable contributions.</p>
   </sec>
   <sec id="s7">
    <title>Nomenclature</title>
    <table class="MsoTableGrid custom-table" border="0" cellspacing="0" cellpadding="0"> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             α 
           </mi> 
           <mn>
             0 
           </mn> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Thermal Diffusion coefficient</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             f 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Velocity distribution function</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             β 
           </mi> 
           <mi>
             T 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Thermal expansion coefficient</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msup> 
           <mi>
             f 
           </mi> 
           <mrow> 
            <mi>
              e 
            </mi> 
            <mi>
              q 
            </mi> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Velocity equilibrium distribution function</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           η 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Magnetic diffusivity</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             h 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Thermal distribution function</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             θ 
           </mi> 
           <mi>
             i 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Dimensionless inlet Temperature</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msup> 
           <mi>
             h 
           </mi> 
           <mrow> 
            <mi>
              e 
            </mi> 
            <mi>
              q 
            </mi> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Thermal equilibrium distribution function</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             θ 
           </mi> 
           <mi>
             w 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Dimensionless wall Temperature</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           l 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Length of the channel</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           κ 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Thermal conductivity</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           P 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Pressure</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           ν 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Dynamic viscosity</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mover accent="true"> 
          <mi>
            P 
          </mi> 
          <mo>
            ¯ 
          </mo> 
         </mover> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Electrical power</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           ξ 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Non-discretized velocity</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             S 
           </mi> 
           <mi>
             t 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Thermal Source term</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           ρ 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Density of Working Fluid</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             S 
           </mi> 
           <mi>
             u 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Momentum source term</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           σ 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Electrical conductivity</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           t 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Time</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           τ 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Relaxation time</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           T 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Temperature</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             τ 
           </mi> 
           <mi>
             m 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Magnetic relaxation time</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             T 
           </mi> 
           <mi>
             w 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Temperature at wall (Electrode)</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             τ 
           </mi> 
           <mi>
             T 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Thermal relaxation time</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           u 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Velocity in x-direction</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mtext>
           Ω 
         </mtext> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Collision operator</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           v 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Velocity in y-direction</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           B 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Magnetic field</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             w 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Lattice weights</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             B 
           </mi> 
           <mrow> 
            <mi>
              i 
            </mi> 
            <mi>
              n 
            </mi> 
            <mi>
              d 
            </mi> 
           </mrow> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Induce Magnetic field</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mi>
           w 
         </mi> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Width of channel</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             c 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Discrete velocity</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             z 
           </mi> 
           <mi>
             α 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Magnetic distribution function</p></td> 
     </tr> 
     <tr> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msub> 
           <mi>
             c 
           </mi> 
           <mi>
             s 
           </mi> 
          </msub> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.90%"><p style="text-align:left">Speed</p></td> 
      <td class="aleft" width="7.40%"><p style="text-align:left"> 
        <math xmlns="http://www.w3.org/1998/Math/MathML"> <mrow> 
          <msup> 
           <mi>
             z 
           </mi> 
           <mrow> 
            <mi>
              e 
            </mi> 
            <mi>
              q 
            </mi> 
           </mrow> 
          </msup> 
         </mrow> 
        </math></p></td> 
      <td class="aleft" width="42.30%"><p style="text-align:left">Magnetic equilibrium distribution function</p></td> 
     </tr> 
    </table>
   </sec>
  </sec>
 </body><back>
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