<?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">JBNB</journal-id><journal-title-group><journal-title>Journal of Biomaterials and Nanobiotechnology</journal-title></journal-title-group><issn pub-type="epub">2158-7027</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/jbnb.2015.63011</article-id><article-id pub-id-type="publisher-id">JBNB-56710</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Biomedical&amp;Life Sciences</subject><subject> Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  Temperature Fluctuations in a Rectangular Nanochannel
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>osé</surname><given-names>A. Fornés</given-names></name><xref ref-type="aff" rid="aff1"><sub>1</sub></xref></contrib></contrib-group><aff id="aff1"><label>1</label><addr-line>Departamento de Fsica Aplicada I, Facultad de Ciencias Físicas, Universidad Complutense, Madrid, Spain</addr-line></aff><author-notes><corresp id="cor1">* E-mail:</corresp></author-notes><pub-date pub-type="epub"><day>27</day><month>05</month><year>2015</year></pub-date><volume>06</volume><issue>03</issue><fpage>117</fpage><lpage>125</lpage><history><date date-type="received"><day>10</day>	<month>April</month>	<year>2015</year></date><date date-type="rev-recd"><day>accepted</day>	<month>24</month>	<year>May</year>	</date><date date-type="accepted"><day>27</day>	<month>May</month>	<year>2015</year></date></history><permissions><copyright-statement>&#169; 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><p>
 
 
  We consider an incompressible fluid in a rectangular nanochannel. We solve numerically the three dimensional Fourier heat equation to get the steady solution for the temperature. Then we set and solve the Langevin equation for the temperature. We have developed equations in order to determine relaxation time of the temperature fluctuations, τ
  <sub>T</sub> = 4.62 &#215; 10
  <sup>-10</sup>s. We have performed a spectral analysis of the thermal fluctuations, with the result that temporal correlations are in the one-digit ps range, and the thermal noise excites the thermal modes in the two-digit GHz range. Also we observe long-range spatial correlation up to more than half the size of the cell, 600 nm; the wave number, q, is in the 10
  <sup></sup>
  &lt;sup&gt;6&lt;/sup&gt;
   m
  &lt;sup&gt;-1&lt;/sup&gt;
   range. We have also determined two thermal relaxation lengths in the z direction: l
  <sub>1</sub> = 1.18 nm and l
  <sub>2</sub> = 9.86 nm.
 
</p></abstract><kwd-group><kwd>Nanochannels</kwd><kwd> Temperature Fluctuations</kwd><kwd> Random Heat Flow</kwd><kwd> Thermal Relaxation</kwd><kwd> Temporal and Spatial Correlations</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>In recent years, with the advance of nanotechnology, there is interest in the fabrication of nano-scale devices powered by [<xref ref-type="bibr" rid="scirp.56710-ref1">1</xref>] or constructed using [<xref ref-type="bibr" rid="scirp.56710-ref2">2</xref>] so-called “Brownian motors”. W. Reisner et al. studied the physics and biological applications of DNA confinement in nanochannels [<xref ref-type="bibr" rid="scirp.56710-ref3">3</xref>] . Xu Hou et al. made a critical review of the biomimetic smart nanopores and nanochannels [<xref ref-type="bibr" rid="scirp.56710-ref4">4</xref>] . A. Lappala et al. performed a study of the ratcheted diffusion transport through crowded nanochannels [<xref ref-type="bibr" rid="scirp.56710-ref5">5</xref>] . Li-Jing Cheng presented a doctor of philosophy dissertation on ion and molecule transport in nanochannels [<xref ref-type="bibr" rid="scirp.56710-ref6">6</xref>] . Also, a series of pressure-sensitive microfluidic gates to regulate liquid flow have been successfully fabricated [<xref ref-type="bibr" rid="scirp.56710-ref7">7</xref>] . Yang and Kwok studied the microfluid flow with hydrophobic channel walls with electrokinetic effects and Naviers slip condition [<xref ref-type="bibr" rid="scirp.56710-ref8">8</xref>] . Also optical detection of single molecule in solution, inside submicrometer channels has become more and more important [<xref ref-type="bibr" rid="scirp.56710-ref9">9</xref>] -[<xref ref-type="bibr" rid="scirp.56710-ref11">11</xref>] . A fundamental understanding of the transport phenomena (fluid and energy) in nanofluidic channels is critical for systematic design and precise control of such miniaturized devices towards the integration and automation of Lab-on-a-chip devices. T.-C. Kuo et al. [<xref ref-type="bibr" rid="scirp.56710-ref12">12</xref>] investigated molecular transport through nanoporous nuclear-track- etched membranes with fluorescent probes by manipulating applied electrical field polarity, pore size, membrane surface functionality, pH, and the ionic strength. Y. Liu et al. [<xref ref-type="bibr" rid="scirp.56710-ref13">13</xref>] studied ion size and image effect on electrokinetic flows with the results that ion size had significant effects on electrokinetic flows in nanosystems. Stepišnik and Callaghan [<xref ref-type="bibr" rid="scirp.56710-ref14">14</xref>] [<xref ref-type="bibr" rid="scirp.56710-ref15">15</xref>] applied the NMR modulated gradient spin-echo method (MGSE) [<xref ref-type="bibr" rid="scirp.56710-ref16">16</xref>] to measure the velocity correlation and the diffusion coefficient of fluid in microcapillary. F. Detcheverry and L. Bocquet developed an analytical description of the thermally induced fluid motion. They estimated several physical quantities under thermal fluctuations [<xref ref-type="bibr" rid="scirp.56710-ref17">17</xref>] .</p><p>We believe that the knowledge of temperature correlations and the relaxation of the fluctuations could be important for a better understanding of channel fluid phenomena and design.</p><p>In the present work, we consider an incompressible fluid at rest in a nanochannel, in which the transfer of energy takes place entirely by thermal conduction. In order to report the temperature fluctuations, we set and solve the Langevin equation for the temperature.</p></sec><sec id="s2"><title>2. Thermal Conduction</title><p>The heat flow is related to the temperature gradient by the Fourier law. However, when fluctuations are present, there also appear spontaneous energy fluxes disconnected from this gradient. The “random” contributions to the dissipative heat flux will be designed by<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x6.png" xlink:type="simple"/></inline-formula>. Then, the fluctuating phenomenological law read [<xref ref-type="bibr" rid="scirp.56710-ref18">18</xref>] :</p><disp-formula id="scirp.56710-formula22"><label>(1)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x7.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x9.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x8.png" xlink:type="simple"/></inline-formula>is the thermal conductivity.</p><p>The equation of heat transfer is particularly simple for an incompressible fluid at rest, in which the transfer of energy takes place entirely by thermal conduction (see [<xref ref-type="bibr" rid="scirp.56710-ref18">18</xref>] [<xref ref-type="bibr" rid="scirp.56710-ref19">19</xref>] )</p><disp-formula id="scirp.56710-formula23"><label>(2)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x10.png"  xlink:type="simple"/></disp-formula><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x12.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x11.png" xlink:type="simple"/></inline-formula>is the specific heat at constant pressure and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x13.png" xlink:type="simple"/></inline-formula> <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x14.png" xlink:type="simple"/></inline-formula> is the thermometric diffusivity, defined as</p><disp-formula id="scirp.56710-formula24"><label>(3)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x15.png"  xlink:type="simple"/></disp-formula><p>The last term is the fluctuations contribution in accordance to Equation (1). We observe, in this case, the tem- perature equation is decoupled from the density and velocity equations.</p><sec id="s2_1"><title>2.1. Random Heat Flow</title><p>The correlations among the components of the random heat flow in an incompressible fluid are [<xref ref-type="bibr" rid="scirp.56710-ref18">18</xref>] :</p><disp-formula id="scirp.56710-formula25"><label>(4)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x16.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56710-formula26"><label>(5)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x17.png"  xlink:type="simple"/></disp-formula><p>Performing the derivative, we obtain:</p><disp-formula id="scirp.56710-formula27"><label>(6)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x18.png"  xlink:type="simple"/></disp-formula><p>In case we consider these magnitudes in the same volume<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x19.png" xlink:type="simple"/></inline-formula>, in an interval of time<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x20.png" xlink:type="simple"/></inline-formula>, Equations (5) and (6) transform</p><disp-formula id="scirp.56710-formula28"><label>(7)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x21.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56710-formula29"><label>(8)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x22.png"  xlink:type="simple"/></disp-formula><p>Deriving inside the bracket, we obtain</p><disp-formula id="scirp.56710-formula30"><label>(9)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x23.png"  xlink:type="simple"/></disp-formula><p>Approximating <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x24.png" xlink:type="simple"/></inline-formula> inside the bracket of Equation (9), we obtain from Equations (7), (9)</p><disp-formula id="scirp.56710-formula31"><label>(10)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x25.png"  xlink:type="simple"/></disp-formula><p>Then we can write</p><disp-formula id="scirp.56710-formula32"><label>(11)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x26.png"  xlink:type="simple"/></disp-formula><p>If <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x27.png" xlink:type="simple"/></inline-formula> is the same for the three coordinates, we obtain,</p><disp-formula id="scirp.56710-formula33"><label>(12)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x28.png"  xlink:type="simple"/></disp-formula><p>or</p><disp-formula id="scirp.56710-formula34"><label>(13)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x29.png"  xlink:type="simple"/></disp-formula><p>with</p><disp-formula id="scirp.56710-formula35"><label>(14)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x30.png"  xlink:type="simple"/></disp-formula><p>where we have used<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x31.png" xlink:type="simple"/></inline-formula>, and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x31.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x32.png" xlink:type="simple"/></inline-formula> is the thermal noise, defined by its statistical properties, namely,</p><disp-formula id="scirp.56710-formula36"><label>(15)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x33.png"  xlink:type="simple"/></disp-formula><disp-formula id="scirp.56710-formula37"><label>(16)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x34.png"  xlink:type="simple"/></disp-formula><p>i.e., the correlation time of the noise is zero.for this term. Then</p><disp-formula id="scirp.56710-formula38"><label>(17)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x35.png"  xlink:type="simple"/></disp-formula><p>We used the definition of the Wiener’s process (see [<xref ref-type="bibr" rid="scirp.56710-ref20">20</xref>] [<xref ref-type="bibr" rid="scirp.56710-ref21">21</xref>] ), where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x36.png" xlink:type="simple"/></inline-formula> is the “Wiener’s increment”.</p></sec><sec id="s2_2"><title>2.2. Langevin Equation for the Temperature</title><p>To numerically solve Equation (2) we need to perform a discretization. This is achieved by multiplying both members by <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x37.png" xlink:type="simple"/></inline-formula> and performing the integration in the interval<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x37.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x38.png" xlink:type="simple"/></inline-formula>, namely,</p><disp-formula id="scirp.56710-formula39"><label>(18)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x39.png"  xlink:type="simple"/></disp-formula><p>or</p><disp-formula id="scirp.56710-formula40"><label>(19)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x40.png"  xlink:type="simple"/></disp-formula><p>where in the last term of the former equation we have used Equation (17).</p><p>At the limit <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula> the mean values at the RHS of the former equation can be reemplace by the instantenous values, this means that the overline on the expressions can be omitted, while<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula>. From the developments in the appendix we need to recall here that the “Wiener’s process” <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula>is just a Gaussian stochastic process of width<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x44.png" xlink:type="simple"/></inline-formula>. Then, at each pass of the integration we have to draw <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x45.png" xlink:type="simple"/></inline-formula> and nor- malize the result properly. That is to say, if <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x46.png" xlink:type="simple"/></inline-formula> is an aleatory number, with Gaussian distribution, centered in <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x47.png" xlink:type="simple"/></inline-formula> and width 1. In MATLAB,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x48.png" xlink:type="simple"/></inline-formula>; consequently we can write<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x41.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x42.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x43.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x44.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x45.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x46.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x47.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x48.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x49.png" xlink:type="simple"/></inline-formula>. To conclude the discretization process, Equation (19) is transformed in the corresponding Euler’s equation giving the temporal evolution of the temperature, namely,</p><disp-formula id="scirp.56710-formula41"><label>(20)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x50.png"  xlink:type="simple"/></disp-formula><p>Defining<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x51.png" xlink:type="simple"/></inline-formula>, we have</p><disp-formula id="scirp.56710-formula42"><label>(21)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x52.png"  xlink:type="simple"/></disp-formula><p>Then the temperature relaxation time, will be</p><disp-formula id="scirp.56710-formula43"><label>(22)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x53.png"  xlink:type="simple"/></disp-formula><p>From now on the averages <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x54.png" xlink:type="simple"/></inline-formula> are over the realizations of the stochastic process. A first basic quantity of interest is the average temperature current in the long-time limit (i.e, after transients due to initial conditions have died out)</p><disp-formula id="scirp.56710-formula44"><label>(23)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x55.png"  xlink:type="simple"/></disp-formula><p>where</p><disp-formula id="scirp.56710-formula45"><label>(24)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x56.png"  xlink:type="simple"/></disp-formula><p>where <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x57.png" xlink:type="simple"/></inline-formula> is the number of realizations.</p></sec><sec id="s2_3"><title>2.3. Numerical Method</title><p>We consider a fluid in a rectangular cross section nanochannel, <xref ref-type="fig" rid="fig1">Figure 1</xref>, with the size along the x axis (width b) and the size along the y axis (height c). The length of the channel is denoted by L. The boundary conditions are:<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x58.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x59.png" xlink:type="simple"/></inline-formula>,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x60.png" xlink:type="simple"/></inline-formula>. We have considered equal increments in the three coordinates, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x58.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x59.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x60.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x61.png" xlink:type="simple"/></inline-formula>, consequently, we have to comply with the numerical stability condition, known as CFL (Courant-Friedrichs-Lewy), which reads for our case:</p><disp-formula id="scirp.56710-formula46"><label>(25)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x62.png"  xlink:type="simple"/></disp-formula><p>considering the equal sign, we obtain for the ratio of time to spatial increments</p><disp-formula id="scirp.56710-formula47"><label>(26)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x63.png"  xlink:type="simple"/></disp-formula><fig id="fig1"  position="float"><label><xref ref-type="fig" rid="fig1">Figure 1</xref></label><caption><title> Schematic draw of the channel</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/1-3200400x64.png"/></fig><p>Then the discretization for the temperature equation envolving fluctuations, will be</p><disp-formula id="scirp.56710-formula48"><label>(27)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x65.png"  xlink:type="simple"/></disp-formula><p>The first step of the numerical procedure is the choice of the volume<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x66.png" xlink:type="simple"/></inline-formula>, and the corresponding spatial grid step<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x67.png" xlink:type="simple"/></inline-formula>, in our case<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x68.png" xlink:type="simple"/></inline-formula>. Next, the corresponding time step <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x66.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x67.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x68.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x69.png" xlink:type="simple"/></inline-formula> is evaluated from the CFL condition,</p><p><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x70.png" xlink:type="simple"/></inline-formula>. In selecting the number of temporal steps the code needs to run, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x70.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x71.png" xlink:type="simple"/></inline-formula>, we consider the temporal</p><p>interval of<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula>, enough for dying out of the transients due to initial conditions. Hence, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula>, where<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula>. In our simulation, we have<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula>, then<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula>, and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x83.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x84.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x85.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x86.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x87.png" xlink:type="simple"/></inline-formula>, the corresponding grid is <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x72.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x73.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x74.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x75.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x76.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x77.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x78.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x79.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x80.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x81.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x82.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x83.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x84.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x85.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x86.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x87.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x88.png" xlink:type="simple"/></inline-formula> points.</p><p>To numerically evaluate the steady state solution, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x89.png" xlink:type="simple"/></inline-formula>, we proceed as follows: First we initialize our working grid by setting all the matrix components of the temperatures equal to zero,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x90.png" xlink:type="simple"/></inline-formula>. Next, we solve simultaneously the Equations (27). Every 10 time steps we compute the difference between the actual tempera- tures <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x89.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x90.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x91.png" xlink:type="simple"/></inline-formula> and the temperature in the previous verification. The maximum of the differences</p><disp-formula id="scirp.56710-formula49"><label>(28)</label><graphic position="anchor" xlink:href="http://html.scirp.org/file/1-3200400x92.png"  xlink:type="simple"/></disp-formula><p>is referred to as the error. Time integration of the equations is stopped when the error is less than a tolerance defined at the beginning of the process. We have found that a tolerance tol = 10<sup>−9</sup> gives reasonable results for the steady state solution. In this first part of our numerical procedure (namely, the evaluation of the steady state solution) we use deterministic equations, i.e. random noise is not considered.</p><p>After getting the steady state solution for the temperature,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x93.png" xlink:type="simple"/></inline-formula>. Then we add the corresponding hydrodynamic fluctuation term to the temperature equation, solving this equation over <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x94.png" xlink:type="simple"/></inline-formula> temporal points and <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x95.png" xlink:type="simple"/></inline-formula> realizations of the stochastic process. Then we analyze the temporal and spatial correlations of the temperature, focusing our study in the center line temperature,<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x93.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x94.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x95.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x96.png" xlink:type="simple"/></inline-formula>.</p><p>In <xref ref-type="fig" rid="fig2">Figure 2</xref>, <xref ref-type="fig" rid="fig3">Figure 3</xref> are shown two views of the steady solution<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x97.png" xlink:type="simple"/></inline-formula>.</p></sec></sec><sec id="s3"><title>3. Results</title><sec id="s3_1"><title>3.1. Thermal Relaxation</title><p>In <xref ref-type="fig" rid="fig4">Figure 4</xref>, is shown the temperature profile along y direction for <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x98.png" xlink:type="simple"/></inline-formula> versus the z axis distance to the wall,</p><fig id="fig2"  position="float"><label><xref ref-type="fig" rid="fig2">Figure 2</xref></label><caption><title> Steady solution, z = 20 nm―view I</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/1-3200400x99.png"/></fig><fig id="fig3"  position="float"><label><xref ref-type="fig" rid="fig3">Figure 3</xref></label><caption><title> Steady solution, x = 100 nm―view II</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/1-3200400x100.png"/></fig><p>is fitted with two exponential, the corresponding thermal relaxation lengths are <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x101.png" xlink:type="simple"/></inline-formula> and<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x101.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x102.png" xlink:type="simple"/></inline-formula>.</p></sec><sec id="s3_2"><title>3.2. Autocorrelation Functions for the Central Line Temperature</title><p>We have performed spectral analysis of the fluctuations for the central line temperature. As an example of our results, we show in <xref ref-type="fig" rid="fig5">Figure 5</xref>(a) the temporal autocorrelation function for the mean (over stochastic realizations) central line (CL) temperature. We observe that the correlation function extends up to 10 ps. Correspondingly, in <xref ref-type="fig" rid="fig5">Figure 5</xref>(b), the Fourier transform of the former autocorrelation function (the spectral density of the mean CL temperature) goes up to the two-digit GHz band.</p><p>Regarding the spatial correlation we show in <xref ref-type="fig" rid="fig6">Figure 6</xref>(a) the normalized spatial (z axis) autocorrelation function for the mean CL temperature. We can observe that the correlation extends over more than half length of the cell, 600 nm, correspondingly, the Fourier transform of this function, <xref ref-type="fig" rid="fig6">Figure 6</xref>(b), extends up to wave numbers in the 10<sup>6</sup> m<sup>−1</sup> range. As a validity test of the method we verify that the expectation value <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x103.png" xlink:type="simple"/></inline-formula> obeys the heat conduction equation. The deviations are less than 0.01%. Our present results demonstrate the generic spatially long-range character of nonequilibrium fluctuations.</p><fig id="fig4"  position="float"><label><xref ref-type="fig" rid="fig4">Figure 4</xref></label><caption><title> Temperature profile along y direction for x = b/2 versus the z axis distance to the wall, is fitted with two thermal relaxation lengths</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/1-3200400x104.png"/></fig><fig id="fig5"  position="float"><label><xref ref-type="fig" rid="fig5">Figure 5</xref></label><caption><title> Temporal autocorrelation functions for<inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x106.png" xlink:type="simple"/></inline-formula>, <inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x106.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x108.png" xlink:type="simple"/></inline-formula><inline-formula><inline-graphic xlink:href="http://html.scirp.org/file/1-3200400x107.png" xlink:type="simple"/></inline-formula>(a) Temporal; (b) Fourier transform of the former temporal autocorrelation function (the spectral density)</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/1-3200400x105.png"/></fig><fig id="fig6"  position="float"><label><xref ref-type="fig" rid="fig6">Figure 6</xref></label><caption><title> (a) Spatial autocorrelation function (z axis); (b) Fourier transform of the former spatial autocorrelation function</title></caption><graphic mimetype="image"   position="float"  xlink:type="simple"  xlink:href="http://html.scirp.org/file/1-3200400x109.png"/></fig></sec></sec><sec id="s4"><title>4. Conclusion</title><p>These such long range correlations appear generically for a wide class of nonequilibrium states [<xref ref-type="bibr" rid="scirp.56710-ref22">22</xref>] . The predictions of this phenomenon have been made in a number of contexts, including self-organized criticality [<xref ref-type="bibr" rid="scirp.56710-ref23">23</xref>] , linear response [<xref ref-type="bibr" rid="scirp.56710-ref24">24</xref>] , nonequilibrium fluctuating hydrodynamics [<xref ref-type="bibr" rid="scirp.56710-ref25">25</xref>] , kinetic theory [<xref ref-type="bibr" rid="scirp.56710-ref26">26</xref>] , and stochastic hydrodynamic [<xref ref-type="bibr" rid="scirp.56710-ref27">27</xref>] - [<xref ref-type="bibr" rid="scirp.56710-ref30">30</xref>] .</p></sec><sec id="s5"><title>Acknowledgements</title><p>We wish to thank the Fundaci&#243;n Santander-Central-Hispano (Programa de Visitantes Distinguidos UCM) for the support provided.</p></sec><sec id="s6"><title>NOTES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.56710-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">Soong, R.K., Bachand, G.D., Neves, H.P., Olkhovets, A.G., Craihead, H.G. and Montemagno, C.D. 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