<?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">MNSMS</journal-id><journal-title-group><journal-title>Modeling and Numerical Simulation of Material Science</journal-title></journal-title-group><issn pub-type="epub">2164-5345</issn><publisher><publisher-name>Scientific Research Publishing</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.4236/mnsms.2014.41002</article-id><article-id pub-id-type="publisher-id">MNSMS-41663</article-id><article-categories><subj-group subj-group-type="heading"><subject>Articles</subject></subj-group><subj-group subj-group-type="Discipline-v2"><subject>Chemistry&amp;Materials Science</subject></subj-group></article-categories><title-group><article-title>
 
 
  A Solute Pinning Approach to Solute Drag in Multi-Component Solid Solution Alloys
 
</article-title></title-group><contrib-group><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>mmanuel</surname><given-names>Hersent</given-names></name><xref ref-type="aff" rid="aff1"><sup>1</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Knut</surname><given-names>Marthinsen</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib><contrib contrib-type="author" xlink:type="simple"><name name-style="western"><surname>Erik</surname><given-names>Nes</given-names></name><xref ref-type="aff" rid="aff2"><sup>2</sup></xref><xref ref-type="corresp" rid="cor1"><sup>*</sup></xref></contrib></contrib-group><aff id="aff2"><addr-line>Department of Materials Science and Technology, Norwegian University of Science and Technology (NTNU), Trondheim, Norway</addr-line></aff><aff id="aff1"><addr-line>Gr?nges Technology, Finsp?ng, Sweden </addr-line></aff><author-notes><corresp id="cor1">* E-mail:<email>emmanuel.hersent@granges.com(MH)</email>;<email>knut.marthinsen@ntnu.no(KM)</email>;<email>erik.nes@ntnu.no(EN)</email>;</corresp></author-notes><pub-date pub-type="epub"><day>02</day><month>01</month><year>2014</year></pub-date><volume>04</volume><issue>01</issue><fpage>8</fpage><lpage>13</lpage><history><date date-type="received"><day>November</day>	<month>11,</month>	<year>2013</year></date><date date-type="rev-recd"><day>December</day>	<month>11,</month>	<year>2013</year>	</date><date date-type="accepted"><day>December</day>	<month>18,</month>	<year>2013</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>
 
 
  The Cahn, L&#252;cke and St&#252;we theory remains the backbone of more complex analysis dealing with solute drag,
   
  however, the mathematical treatment is rather involved. A new approach based on solute pinning the boundary
   
  has therefore recently been suggested, which has the main advantage of a simpler mathematical treatment. In
   
  the present paper this approach has been generalized to take into account the influence of different types of solute
   atoms in the high solute content/low driving force regime.
 
</p></abstract><kwd-group><kwd>Boundary Mobility; Solute Drag; Multi-Component Alloys; Analytical Modelling</kwd></kwd-group></article-meta></front><body><sec id="s1"><title>1. Introduction</title><p>It is well known that segregated impurity atoms can drastically reduce the mobility of grain boundaries in pure metals. The phenomenon is considered to be a general effect and is usually referred to simply as “solute drag”. Cahn [<xref ref-type="bibr" rid="scirp.41663-ref1">1</xref>] and L&#252;cke and St&#252;we [<xref ref-type="bibr" rid="scirp.41663-ref2">2</xref>] suggested a quantitative treatment of the solute drag, which has been the basis of following works on solute drag. The latter works have mainly focused on extending their approach to a migrating phase boundary into a multi-component system [3-9]. One achievement of the Cahn-L&#252;cke-St&#252;we theory (CLS theory) was to demonstrate that the grain boundary velocity is inversely proportional to the solute concentration in the high solute content/low driving force regime.</p><p>However this theory presents some major drawbacks. Firstly, while the basic physical idea behind the solute drag theory is principally simple, where the motion of a grain boundary is slowed down by solute atoms which exert a drag force on the boundary, the analytical treatment becomes rather involved: the solute profile around the moving grain boundary must be established by solving Fick’s first law in a moving frame and then the solute drag is determined from this profile. Secondly, few works have tackled the issue of the influence of different types of solute atoms on a moving grain boundary [10,11]. This issue is of industrial relevance because industrial alloys are generally not high purity alloys with only one type of impurity but in most cases made up of different major additions. The last decades have seen the advent of computer aided material science and engineering and so a solute drag approach taking simply into account the effect of different additions should be of great help to achieve more realistic simulations.</p></sec><sec id="s2"><title>2. The Solute Pinning Approach</title><p>Recently a new solute drag model has been proposed based on a solute pinning approach [<xref ref-type="bibr" rid="scirp.41663-ref12">12</xref>]. The grain boundary is pinned by the solute atoms along the boundary, which will induce a local cusping of the boundary at the solute atoms (<xref ref-type="fig" rid="fig1">Figure 1</xref>). Stress concentration will arise promoting thermal activation of solute atoms out of the boundary. Compared to the CLS theory, the main benefit of this approach is to be computationally simpler. The present treatment aims to generalize this approach to different types of solute atoms in the high solute content/ low driving force regime. Then let us consider two solutes A and B in a matrix forming an ideal solid solution.</p><sec id="s2_1"><title>2.1. Establishment of the Equations to Solve</title><p>In steady state conditions the concentration of each type of solute atoms adsorbed at the grain boundary remains constant, which means that the rate per unit area at which the solute atoms leave the boundary <img src="2-2190072\3c6ba567-3044-4ddb-9837-4526813193a4.jpg" /> is equal to the rate at which the solute atoms arrive<img src="2-2190072\becc1985-aed5-41ff-b505-8d9b5f825c48.jpg" />:</p><disp-formula id="scirp.41663-formula54556"><label>(1)</label><graphic position="anchor" xlink:href="2-2190072\a561bc19-f4ad-4af2-9639-7db61f93f76c.jpg"  xlink:type="simple"/></disp-formula><p>In terms of thermal activation, following [<xref ref-type="bibr" rid="scirp.41663-ref12">12</xref>], the leaving rate <img src="2-2190072\0b59bcc4-07f2-4a5c-bfa1-bbbf1701de56.jpg" /> can be expressed as follows:</p><disp-formula id="scirp.41663-formula54557"><label>(2)</label><graphic position="anchor" xlink:href="2-2190072\0bfd495e-0827-479a-b9da-1f8e8770738a.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="2-2190072\20dc7ddd-626a-4f07-84e3-b2985aa3f76b.jpg" /> is a constant, <img src="2-2190072\77a56089-5606-4e0a-b13d-2d6608d6f152.jpg" />the boundary concentration of the solute X given in terms of atomic fraction, <img src="2-2190072\1b4a2d02-2c49-4481-9eb3-54aae2fbc2f0.jpg" />the number of atomic sites per unit volume inside the boundary, <img src="2-2190072\7c75514f-781c-4c05-bbd8-6b8622a59011.jpg" />the boundary thickness, <img src="2-2190072\3e7a64a6-933d-43ac-948b-5ad2ab5219d2.jpg" />the Debye frequency, <img src="2-2190072\f0f853ab-b34f-49dc-98bd-82d4e38bd8ff.jpg" />the diffusion activation energy for the solute X, <img src="2-2190072\0b5167a0-1240-431b-80a9-d67b0a0b8d29.jpg" />the cusping force on each solute atom of type X exerted by the boundary reducing thus the activation barrier out of the boundary by the energy <img src="2-2190072\014ee92b-81df-4b60-aa06-22c43fc91823.jpg" /> and b the close packed spacing in the matrix. Some parameters are pictured in <xref ref-type="fig" rid="fig1">Figure 1</xref>.</p><p>The arrival rate <img src="2-2190072\b7e0ce0f-9027-4884-a724-cdef086749b7.jpg" /> can be written as follows:</p><disp-formula id="scirp.41663-formula54558"><label>(3)</label><graphic position="anchor" xlink:href="2-2190072\646dc355-2478-4247-a824-de3d8cb4b40b.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="2-2190072\fdf52d5b-3171-422e-8f8f-09d3520c1e69.jpg" /> is a constant, <img src="2-2190072\ce656856-1741-4213-bbc0-e13dc8b55da4.jpg" />is the bulk solute concentration in atomic fraction of the solute X, n the number of atomic site per unit volume in the bulk of the material. The arrival rate <img src="2-2190072\0e3c05de-47df-4f6b-9a5b-2a3ef8cae2d0.jpg" /> is made of two terms: the first term represents the diffusion contribution to the arrival rate <img src="2-2190072\33f63436-485f-479a-abff-8ead7b4eb29e.jpg" /> and the second term a convective contribution (i.e. sweeping up of solute atoms ahead of the moving boundary). Introducing the expressions for <img src="2-2190072\6ec73784-e0d8-45a8-82bf-649432ac6d77.jpg" /> and <img src="2-2190072\d563c760-a14e-4a85-b7e2-c38a63e82635.jpg" /> in Equation (1) makes possible to calculate the boundary concentration <img src="2-2190072\c582adb6-eda1-44e0-b7dd-a71456f07cad.jpg" /> provided an expression for the migration rate <img src="2-2190072\9324ab31-8962-4274-ba52-7539c25aa625.jpg" /> is obtained.</p><p>By statistical considerations of the probability that a solute atom leaves the boundary, the boundary velocity <img src="2-2190072\a1eb02ca-0a02-4be8-b07e-41555cbd69b7.jpg" /> has been established in [<xref ref-type="bibr" rid="scirp.41663-ref12">12</xref>] as equal to</p><disp-formula id="scirp.41663-formula54559"><label>(4)</label><graphic position="anchor" xlink:href="2-2190072\078bcdda-2170-4040-9b55-1537cb88513a.jpg"  xlink:type="simple"/></disp-formula><p>By combining the expressions obtained for<img src="2-2190072\144446f4-ff62-4e76-a453-2720c36f50b2.jpg" />, <img src="2-2190072\8bc1091e-db48-433d-97b5-a1046cb206f4.jpg" />and <img src="2-2190072\1712304c-0562-455a-b634-f8117fd81dfb.jpg" /> with Equation (1) and by assuming <img src="2-2190072\6ba4feb5-79db-440f-b619-19c4e32b5bef.jpg" /> to be approximately of the same size of <img src="2-2190072\3a5e093b-d461-4b56-86b7-30051b3ed6f8.jpg" /> (represented by a common symbol <img src="2-2190072\28c6870d-421b-48a4-bbe1-4cf897899971.jpg" /> in the following), the following expressions for the boundary solute concentrations are obtained:</p><disp-formula id="scirp.41663-formula54560"><label>(5)</label><graphic position="anchor" xlink:href="2-2190072\89aad8bb-0cef-4636-a497-d33422a4bb98.jpg"  xlink:type="simple"/></disp-formula><p>Further in the paper it will be assumed that the number of atomic sites per unit area of the boundary <img src="2-2190072\b18aea72-0f2e-4997-9e48-45f8e2986746.jpg" /> is nearly equal to the number of atomic sites per unit area inside the matrix<img src="2-2190072\b3fc9a8c-8832-4130-9f5d-d4606490c0be.jpg" />.</p><p>The boundary velocity can also be expressed in terms of mobility. In pure materials, grain boundary migration theory predicts that the boundary velocity <img src="2-2190072\992917f7-b2d5-4e2b-ab02-563133a6c307.jpg" /> can be expressed as the product of two terms—the intrinsic mobility <img src="2-2190072\34774961-83ba-403b-b408-ff31d3492303.jpg" /> of the pure grain boundary and the driving pressure P:</p><disp-formula id="scirp.41663-formula54561"><label>(6)</label><graphic position="anchor" xlink:href="2-2190072\e25e8375-78d2-4b49-b9c3-762d7fb9fb77.jpg"  xlink:type="simple"/></disp-formula><p>Based on the probability of jumps forward and backward through the grain boundary, <img src="2-2190072\58ba5524-d1df-49ea-8d5d-39d8778136a9.jpg" />can be written as [<xref ref-type="bibr" rid="scirp.41663-ref13">13</xref>]</p><disp-formula id="scirp.41663-formula54562"><label>(7)</label><graphic position="anchor" xlink:href="2-2190072\35db122e-f59f-4a9a-a4bd-3d209fc78153.jpg"  xlink:type="simple"/></disp-formula><p>In this equation <img src="2-2190072\e19f2f05-50e5-4b5f-9444-3a1cadb96345.jpg" /> is a constant and <img src="2-2190072\0139b8a1-2633-48ea-857d-e7e44fd731cb.jpg" /> is an activation energy associated with boundary migration. This activation is typically found to have a value half that of self-diffusion.</p><p>However for metals containing solute atoms the above linear relationship Equation (6) can still be applied to determine the velocity of the grain boundary regions free of solute atoms if P is replaced by a new driving pressure which is the difference between the driving pressure P and the restraining pressure <img src="2-2190072\94a2d78b-6c7f-47e9-9b6f-830fcb2eb69c.jpg" /> resulting from the interactions between the solute atoms and the grain boundary</p><disp-formula id="scirp.41663-formula54563"><label>(8)</label><graphic position="anchor" xlink:href="2-2190072\28c55703-746e-422b-a5c9-8f9838e16ef4.jpg"  xlink:type="simple"/></disp-formula><p>In the latter expression, the pressure coming from grain boundary curvature is neglected, which assumes that the grain boundary remains macroscopically planar during its migration.</p><p>The atoms A and B respectively in number <img src="2-2190072\a27144ed-be7d-42a6-bf98-2351d436be6a.jpg" /> and <img src="2-2190072\f553d6b9-748a-4c71-92ef-89558d1024b8.jpg" /> exert a force <img src="2-2190072\0daf0bb0-4171-4340-8d51-3181666c9f6f.jpg" /> and <img src="2-2190072\a43d82ed-69e8-4d49-87e8-e7eb93e9af79.jpg" /> on a grain boundary of area a. Thus the restraining pressure <img src="2-2190072\9f089525-941d-4f21-ad2e-7390c3461bab.jpg" /> can be determined as</p><disp-formula id="scirp.41663-formula54564"><label>(9)</label><graphic position="anchor" xlink:href="2-2190072\e619346d-ca0a-4b9c-9d45-72352ad50223.jpg"  xlink:type="simple"/></disp-formula><p>In the special case of a low driving pressure/high solute content, i.e.<img src="2-2190072\3c137704-689d-400c-a85e-daecd9e70d00.jpg" />, it appears that the grain boundary moves with a velocity proportional to the driving pressure. The proportionality factor is determined by the solute content in solid solution. So an extrinsic mobility <img src="2-2190072\97b7e9a0-d904-425c-8f42-4362b6be3265.jpg" /> can be defined:</p><disp-formula id="scirp.41663-formula54565"><label>(10)</label><graphic position="anchor" xlink:href="2-2190072\a117625b-2965-4d1f-8838-3ed1c5c69bac.jpg"  xlink:type="simple"/></disp-formula><p>The solute pinning approach gives an expression of this extrinsic mobility in terms of the relevant parameters at the atomic scale [<xref ref-type="bibr" rid="scirp.41663-ref12">12</xref>]:</p><disp-formula id="scirp.41663-formula54566"><label>(11)</label><graphic position="anchor" xlink:href="2-2190072\b93e5a0c-c248-483c-a1e5-b741c3796ed7.jpg"  xlink:type="simple"/></disp-formula><p>Finally two more relations can be obtained by pointing out that the grain boundary velocity must be independent on which elements used to determine the velocity:</p><disp-formula id="scirp.41663-formula54567"><label>(12)</label><graphic position="anchor" xlink:href="2-2190072\f8e4b7c4-854d-4bdf-99f9-36b1d95eceed.jpg"  xlink:type="simple"/></disp-formula><p>By introducing the expressions for the intrinsic mobility <img src="2-2190072\b6cbfe51-458d-4a6c-91ef-3af927ce0692.jpg" /> (Equation (7)) and the restraining pressure <img src="2-2190072\e998970e-9437-44e3-a404-9d6e0e738bac.jpg" /> (Equation (9)) the following non-linear system can be obtained:</p><disp-formula id="scirp.41663-formula54568"><label>(13)</label><graphic position="anchor" xlink:href="2-2190072\306f9f41-cf23-464d-9ae9-4e9d8fc9a664.jpg"  xlink:type="simple"/></disp-formula><p>To simplify the notations the following normalized variables are introduced:</p><p><img src="2-2190072\4ee99570-1631-4e45-94d7-eff5019e7329.jpg" /></p><p>The system becomes then:</p><disp-formula id="scirp.41663-formula54569"><label>(14)</label><graphic position="anchor" xlink:href="2-2190072\2aa32019-ec8d-4a67-80a6-d84957b91df1.jpg"  xlink:type="simple"/></disp-formula><p>Solving this system for any conceivable case may be quite challenging because of its non-linearity and the coupling between the cusping forces <img src="2-2190072\3884d3f8-be1d-45d5-b734-2b5ee5bd7726.jpg" /> and<img src="2-2190072\d78deb47-f04a-490c-a2f7-f1643624617d.jpg" />. In the present paper we will therefore only solve this system for the case of <img src="2-2190072\a54de160-c4c1-4a9e-abec-87ed7944d239.jpg" /> and<img src="2-2190072\abd429d8-759e-4df1-aa66-db68042eecaa.jpg" />. These assumptions imply that the solute content is high enough to impede the grain boundary motion.</p></sec><sec id="s2_2"><title>2.2. Linearization of the System</title><p>The system can in this case be linearized as follows:</p><disp-formula id="scirp.41663-formula54570"><label>(15)</label><graphic position="anchor" xlink:href="2-2190072\58ff29b7-47d6-4685-b1c6-5fe47baaf68c.jpg"  xlink:type="simple"/></disp-formula><p>By using the Crammer’s formula for the solutions of a linear system, the expressions for <img src="2-2190072\708dbfb7-677a-4fc7-9534-eebb56a86b2e.jpg" /> and <img src="2-2190072\dc499abf-98bb-42b0-a447-aa4d47a8a77e.jpg" /> could be easily obtained:</p><disp-formula id="scirp.41663-formula54571"><label>(16)</label><graphic position="anchor" xlink:href="2-2190072\c21f3db8-d6ab-4eeb-80ad-8121d25b92cb.jpg"  xlink:type="simple"/></disp-formula><p>with <img src="2-2190072\09848d3e-fd1d-4b0b-b5f2-3a78195f5eba.jpg" /> the system determinant whose expression is</p><p><img src="2-2190072\26fa7aa8-c50b-4265-8f95-f9e8162d6925.jpg" /></p><p>It should be noted that the expression for <img src="2-2190072\f4cf4373-96db-4759-b816-560bcb833c6e.jpg" /> and <img src="2-2190072\e74574be-96c8-4783-ad0c-21c76c04abae.jpg" /> as given by Equation (16) are symmetrical. To obtain an expression of the boundary velocity independent of the element considered, the grain boundary velocity has to be written as</p><disp-formula id="scirp.41663-formula54572"><label>(17)</label><graphic position="anchor" xlink:href="2-2190072\25035b6b-4d54-46a8-8bc5-bbcb6c0aa171.jpg"  xlink:type="simple"/></disp-formula><p>By linearizing the expressions for the boundary velocity <img src="2-2190072\22025ccf-33d3-4d7a-9e72-91b546a9aa26.jpg" /> (Equation (4)) and inserting them in Equation (17), the boundary velocity <img src="2-2190072\a4b3ac20-0ade-4af1-9109-6ba411d5e4f4.jpg" /> can finally be expressed as</p><disp-formula id="scirp.41663-formula54573"><label>(18)</label><graphic position="anchor" xlink:href="2-2190072\97313540-85ab-4e58-ae8e-535a89949b8a.jpg"  xlink:type="simple"/></disp-formula><p>By writing the latter expression with the help of the intrinsic and extrinsic mobilities, respectively Equation (7) and Equation (11), the relation between the boundary velocity <img src="2-2190072\df54d14c-62a5-4c4d-ab2c-fc81729d1a3c.jpg" /> and the driving pressure P takes the form</p><disp-formula id="scirp.41663-formula54574"><label>(19)</label><graphic position="anchor" xlink:href="2-2190072\046d0d4c-4841-4931-ab5d-0fb46706e7ed.jpg"  xlink:type="simple"/></disp-formula><p>The present solute pinning approach thus permits to find a very compact and convenient formula for the extrinsic mobility of a grain boundary in the case of different types of solute in solid solution in the high solute content/low driving force regime. The demonstration done for two different types of solute can easily be generalized for n different types of solute by using the expressions of the solutions of a linear system in terms of the determinant.</p></sec></sec><sec id="s3"><title>3. Discussion</title><p>The Equation (19) is actually consistent with an analogous one that can be derived by following L&#252;cke and Detert’s original demonstration of solute drag [<xref ref-type="bibr" rid="scirp.41663-ref14">14</xref>] (the CLS theory has been developed later to overcome the shortcomings of this simple approach but do not change fundamentally the result). Indeed, in their approach it is assumed that a slow moving boundary will drag along its migration a number of solute atoms A and B close to their equilibrium values, which is equal to</p><disp-formula id="scirp.41663-formula54575"><label>(20)</label><graphic position="anchor" xlink:href="2-2190072\70fa7010-27e8-44eb-b19f-2016f2d383fc.jpg"  xlink:type="simple"/></disp-formula><p>and therefore exert a drag pressure <img src="2-2190072\59019356-082d-410f-adc8-6f7f60a66428.jpg" /></p><disp-formula id="scirp.41663-formula54576"><label>(21)</label><graphic position="anchor" xlink:href="2-2190072\ee404c31-e9b4-4ff5-94f7-f23dd2a1aa59.jpg"  xlink:type="simple"/></disp-formula><p>It should be noted that in their demonstration <img src="2-2190072\5375065c-9d03-4833-bb6f-e65eaafd420e.jpg" /> and <img src="2-2190072\c5f7c16e-f62d-41cf-abbf-22e4f50a9ee2.jpg" /> are not determined by the cusping of the boundary but by the Einstein’s equation</p><disp-formula id="scirp.41663-formula54577"><label>(22)</label><graphic position="anchor" xlink:href="2-2190072\1e97c815-ce2e-4137-a02e-e826a7099897.jpg"  xlink:type="simple"/></disp-formula><p>where <img src="2-2190072\b5d6992f-3b1f-4703-ae51-d61fd1e630d4.jpg" /> and <img src="2-2190072\c4b2d18e-cdd0-490b-942e-165053cf32a2.jpg" /> are the bulk diffusion coefficient of the solute atoms:</p><p><img src="2-2190072\945cb3fa-fb37-44bf-8b56-fa3aef7a8c12.jpg" /></p><p>The boundary will move then with the velocity</p><disp-formula id="scirp.41663-formula54578"><label>(23)</label><graphic position="anchor" xlink:href="2-2190072\ff3d8176-0e33-4496-a7b9-b71f20513538.jpg"  xlink:type="simple"/></disp-formula><p>and therefore,</p><disp-formula id="scirp.41663-formula54579"><label>(24)</label><graphic position="anchor" xlink:href="2-2190072\7f745791-c702-4ea7-a3a7-23760aeec66b.jpg"  xlink:type="simple"/></disp-formula><p>In their approach, the quantities</p><p><img src="2-2190072\245ec8b5-ee3a-41f0-bf89-75c5bffad654.jpg" />and</p><p><img src="2-2190072\97d8d06b-6226-45c8-a916-6ae2e92e51cb.jpg" />are respectively the mobility of the boundary when it is fully loaded either with solute atoms of type A <img src="2-2190072\e19192b9-4e7d-46e1-9aee-8ea6bc82e0db.jpg" /> or B<img src="2-2190072\0650f75e-fe1c-446c-90e8-b7235325c9dc.jpg" />. Finally, the boundary velocity could be expressed as</p><disp-formula id="scirp.41663-formula54580"><label>(25)</label><graphic position="anchor" xlink:href="2-2190072\428faee5-68c5-418f-a11b-6ad29f863772.jpg"  xlink:type="simple"/></disp-formula><p>i.e. the same formula as the one in Equation (19), although the explicit expressions for the mobility terms are slightly different (see also [<xref ref-type="bibr" rid="scirp.41663-ref12">12</xref>]). The agreement between the solute cusping approach and the most accepted theory on solute drag can be understood by the fact that in the slow driving pressure/high solute content regime the solute cusping approach predicts a boundary which is nearly flat due to the large number of solute atoms pinning it [<xref ref-type="bibr" rid="scirp.41663-ref12">12</xref>], consistent with the original assumptions made by L&#252;cke and Detert [<xref ref-type="bibr" rid="scirp.41663-ref14">14</xref>].</p><p>It is also interesting to note that a similar expression, although simpler, for solute drag effects in multi-component alloys was introduced as a phenomenological approach already by Vatne [<xref ref-type="bibr" rid="scirp.41663-ref15">15</xref>], to account for solute effects in the softening model Alsoft [16-18]. Here an effective concentration of solutes as derived from a summation of the solute concentration of the individual alloy elements, weighted by their activation energy for diffusion, is introduced into an equation analogous to Equation (11) [<xref ref-type="bibr" rid="scirp.41663-ref15">15</xref>].</p><p>However, although more stringently derived, it should be noted that some limitations also apply to the formula (Equations (19) and (25)). Firstly, interactions between the two types of solute have been neglected. The consequences of their interactions have been studied in [10,11]. Without considering site saturation in the boundary, it has been demonstrated that the solute drag in the presence of solute-solute interactions could either be increased or reduced depending on the nature of their interactions, attractive or repulsive [<xref ref-type="bibr" rid="scirp.41663-ref10">10</xref>]. It has also been proved that co-segregation of solutes competing for the boundary sites but not interacting with each other can lead to a complex behaviour where an impurity addition increases the boundary mobility [<xref ref-type="bibr" rid="scirp.41663-ref11">11</xref>]. Secondly, this formula only apply for the migration of a grain boundary in a dilute solid solution and do not tackle the problem of interphase migration into a multi-component system, which is at the time being out of the reach of this approach.</p></sec><sec id="s4"><title>4. Conclusion</title><p>Despite the limitations mentioned before, and it still remains to be validated against real experiments, it is believed that the establishment of this formula (Equations (19) and (25)) has the potential of more accurate simulations of microstructure evolution (e.g. recrystallisation and sub-grain/grain growth) where solute drag effects are of importance, and thus in computer aided design of industrial processes and alloys. In particular, as compared to simpler approaches, it may be important in alloys where different solute has significantly different diffusion rates and/or boundary segregation tendencies (as expressed by the activation energy<img src="2-2190072\8b12e6e9-b68f-448c-9274-dd881a08f9bf.jpg" />)</p></sec><sec id="s5"><title>Acknowledgements</title><p>This research work has been supported by a KMB project (project number: 193179/I40), in Norway. The financial support by the Research Council of Norway and the industrial partners, Hydro Aluminium and Sapa Technology is gratefully acknowledged.</p></sec><sec id="s6"><title>REFERENCES</title></sec></body><back><ref-list><title>References</title><ref id="scirp.41663-ref1"><label>1</label><mixed-citation publication-type="other" xlink:type="simple">J. W. 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