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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">792014</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2021.792014</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Strength Model of Backfill-Rock Irregular Interface Based on Fractal Theory</article-title>
<alt-title alt-title-type="left-running-head">Zhang et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Backfill-Rock Interface Strength Model</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Yue</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1510924/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Zhihong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1511929/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Guo</surname>
<given-names>Lijie</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/756399/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Du</surname>
<given-names>Xiuli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Key Laboratory of Urban Security and Disaster Engineering, Ministry of Education, Beijing University of Technology, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Beijing General Research Institute of Mining and Metallurgy, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/101261/overview">John L. Provis</ext-link>, The University of Sheffield, United&#x20;Kingdom</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1079905/overview">Pavlo Maruschak</ext-link>, Ternopil Ivan Pului National Technical University, Ukraine</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/144322/overview">Hitoshi Washizu</ext-link>, University of Hyogo, Japan</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Lijie Guo, <email>ljguo264@126.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Structural Materials, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>12</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>792014</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>10</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>11</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Zhang, Zhang, Guo and Du.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Zhang, Zhang, Guo and Du</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>In the two-step open stope subsequent filling mining method, the determination of the strength model for the backfill-rock interface is of great engineering significance to study the stress distribution and stability of the backfill in the stope. Considering the deformation mechanism of the interface and the interaction of the asperities, a strength model for backfill-rock with irregular interface has been proposed based on fractal theory, which can effectively describe the shear mechanical behavior of interfaces with random roughness. The model has been compared with the two-body mechanistic model and good agreements have been achieved. The results show that the shear strength of the interface changes non-linearly with increasing fractal dimension <italic>D</italic>, when the fractal dimension <italic>D</italic> is in the range of 1&#x223c;1.12. The complete relationship between the interface shear strength and the fractal dimension is given, as the fractal dimension increases from 1 to 2 based on the presented model. At the same time, the quantitative relationship between the interface and backfill friction angles during direct shear testing is analyzed.</p>
</abstract>
<kwd-group>
<kwd>backfill</kwd>
<kwd>irregular interface</kwd>
<kwd>strength model</kwd>
<kwd>fractal theory</kwd>
<kwd>roughness</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/501100001809</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>In recent years, the backfill mining method has been continuously developed (<xref ref-type="bibr" rid="B7">Fall et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B12">Ghirian and Fall, 2013</xref>; <xref ref-type="bibr" rid="B23">Lingga and Apel, 2018</xref>; <xref ref-type="bibr" rid="B16">Jiang et&#x20;al., 2019</xref>) due to its advantages, such as maximizing the rate of ore recovery, improving the safety of the working face, and solving the pollution problem of the tailings pond (<xref ref-type="bibr" rid="B2">Belem and Benzaazoua, 2008</xref>; <xref ref-type="bibr" rid="B5">Chen et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B38">Tariq and Yanful, 2018</xref>). The shear stress between the backfill and surrounding rock reduces part of the self-weight stress, resulting in the arching effect of the backfill (<xref ref-type="bibr" rid="B6">Cui and Fall, 2017</xref>; <xref ref-type="bibr" rid="B26">Liu et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B10">Fang and Fall, 2019</xref>; <xref ref-type="bibr" rid="B9">Fang et&#x20;al., 2020</xref>), as shown in <xref ref-type="fig" rid="F1">Figure&#x20;1</xref>. The arching effect leads to the redistribution of the backfill internal stress, which has an effect on the stability of the backfill. Therefore, researching the mechanical properties of the interface between backfill and surrounding rock is of great engineering significance.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Schematic diagram of the arching effect.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g001.tif"/>
</fig>
<p>Numerical simulation is required to more fully reveal the mechanical behavior of the interaction between the backfill and surrounding rock (<xref ref-type="bibr" rid="B37">Sivakugan et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B39">Ting et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B21">Li and Aubertin, 2015</xref>). However, only a few models take the influence of interface elements into account. <xref ref-type="bibr" rid="B25">Liu et&#x20;al. (2016)</xref> investigated the influence of the mechanical interface characteristics on the stress distribution within backfill by setting up boundary elements. However, the interface had a regular saw tooth shape. The roughness of the interface was characterized by the height and angle of the saw teeth. Due to the heterogeneity of rock and the influence of mining and blasting operations, the exposed surface of surrounding rock is usually rough and irregular. At the same time, laboratory tests are an important research method used to reveal the mechanical properties of an interface. <xref ref-type="bibr" rid="B36">Selcuk and Asma (2019)</xref>, <xref ref-type="bibr" rid="B22">Li et&#x20;al. (2014)</xref>, and <xref ref-type="bibr" rid="B40">Wu et&#x20;al. (2021)</xref> carried out uniaxial compression tests and triaxial compression tests to investigate the influence of the interface inclination on the strength and deformation response. <xref ref-type="bibr" rid="B20">Koupouli et&#x20;al. (2016)</xref>, Fall and Nasir (2010), <xref ref-type="bibr" rid="B11">Fang and Fall (2018)</xref>, and <xref ref-type="bibr" rid="B17">Jiang and Fall (2017)</xref> obtained qualitative and quantitative relationships between the strength parameters of the backfill-rock interface and backfill under different curing times, curing temperatures and normal stresses by direct shear testing. The laboratory test method can truly reflect the macroscopic mechanical behavior of an interface but ignores the microscopic deformation mechanism of the interface. Therefore, by considering random roughness, establishing an interface strength model is necessary to provide a theoretical basis for further exploring the microscopic deformation mechanism of the interface and more realistically simulating the mechanical properties of the interface.</p>
<p>To solve the contact problem taking into account the microscopic deformation mechanism and irregular roughness, the statistical model and the fractal theoretical model are mainly used. The statistical model uses the parameters that are influenced by the resolution of the measuring device. Thus, the results of the interface characterization and analysis are not unique (<xref ref-type="bibr" rid="B13">Greenwood and Williamson, 1966</xref>; <xref ref-type="bibr" rid="B35">Sayles and Thomas, 1978</xref>; <xref ref-type="bibr" rid="B4">Carbone, 2009</xref>; <xref ref-type="bibr" rid="B1">Beheshti and Khonsari, 2014</xref>). <xref ref-type="bibr" rid="B30">Majumdar and Bhushan (1991)</xref> proposed an interface contact model based on fractal theory, namely, the M-B fractal model, to overcome the deficiencies of the statistical method. The fractal dimension is used to characterize the random roughness of the interface, and could describe the mechanical characteristics of the material during deformation (<xref ref-type="bibr" rid="B33">Maruschak et&#x20;al., 2012</xref>). But the elastoplastic deformation is not considered in this model. Then, <xref ref-type="bibr" rid="B34">Morag and Etsion (2007)</xref> and <xref ref-type="bibr" rid="B24">Liou et&#x20;al. (2010)</xref> modified the model proposed by Majumdar and Bhushan and came to the important conclusion that the deformation of an asperity is first elastic. However, <xref ref-type="bibr" rid="B27">Liu et&#x20;al. (2015)</xref> showed that the deformation of an asperity is first plastic, which is the same as the conclusion of Majumdar and Bhushan. During elastoplastic deformation, the relationship between the contact area and contact load of an asperity is very complicated (<xref ref-type="bibr" rid="B19">Kogut and Etsion, 2002</xref>; <xref ref-type="bibr" rid="B15">Jackson and Green, 2003</xref>). Therefore, the modified model is controversial.</p>
<p>In this paper, the M-B fractal model is modified based on the proportion of elastic deformation and plastic deformation to better describe the deformation mechanism. The interaction of asperities is described by force analysis. Combined with the Mohr-Coulomb criterion, a strength model of the backfill-rock interface with random roughness is proposed on this basis to further reveal the mechanical behavior of the backfill-rock interface. The relationship between the fractal dimension and the shear strength is also investigated. Finally, the quantitative relationship between the interface and backfill friction angles is presented.</p>
</sec>
<sec id="s2">
<title>Modeling</title>
<sec id="s2-1">
<title>Establishment of a Single Asperity Strength Model Based on Fractal Theory</title>
<sec id="s2-1-1">
<title>Fractal Model of a Single Asperity</title>
<p>The contact between two rough surfaces can be approximately equivalent to the contact between a rough surface and a rigid smooth flat plane (<xref ref-type="bibr" rid="B31">Majumder and Tien, 1990</xref>). From the W-M fractal function, it follows that the profile curve of a single asperity on the backfill surface before deformation can be expressed as (<xref ref-type="bibr" rid="B3">Berry and Lewis, 1980</xref>; <xref ref-type="bibr" rid="B32">Mandelbrot, 1985</xref>)<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mrow>
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<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
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<mml:msup>
<mml:mi>l</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
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<mml:mi>D</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
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<mml:mi>l</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <italic>D</italic> is the fractal dimension of the rough surface, and 1&#x20;&#x3c; <italic>D</italic>&#x20;&#x3c; 2; <italic>G</italic> is the characteristic length scale of the rough surface; <italic>l</italic> is the base length of an asperity; <italic>x</italic> is the horizontal distance from any point on the base to the tip of an asperity; and <italic>z</italic>(<italic>x</italic>) is the profile curve of a single asperity before deformation.</p>
<p>
<xref ref-type="fig" rid="F2">Figure&#x20;2</xref> presents the deformation schematic diagram of a single asperity. The parameters <italic>&#x3b4;</italic>, <italic>r</italic>, and <italic>a</italic> are the deformation at the tip of an asperity, the microcontact radius, and the microcontact area in <xref ref-type="fig" rid="F2">Figure&#x20;2</xref>, respectively. Meanwhile, according to the M-B fractal model, the relationship between <italic>a</italic> and <italic>l</italic> can be simplified as <italic>l</italic>&#x20;&#x3d; <italic>a</italic>
<sup>1/2</sup>. Then, the deformation and the curvature radius of an asperity are given as follows:<disp-formula id="e2">
<mml:math id="m2">
<mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
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<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
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<mml:msup>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
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<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
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<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
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</mml:msup>
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<label>(2)</label>
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<disp-formula id="e3">
<mml:math id="m3">
<mml:mrow>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi>l</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi>&#x3c0;</mml:mi>
<mml:mn>2</mml:mn>
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<label>(3)</label>
</disp-formula>where <italic>R</italic> is the radius of curvature at the tip of an asperity.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Deformation schematic diagram of a single asperity.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g002.tif"/>
</fig>
<p>The microcontact area and micro- contact load of an asperity depend on its deformation regime: Elastic, elastoplastic, or plastic.<list list-type="simple">
<list-item>
<p>1) Elastic Deformation</p>
</list-item>
</list>
</p>
<p>Considering Hertz contact theory (<xref ref-type="bibr" rid="B18">Johnson, 1985</xref>), the elastic microcontact area, the elastic microcontact area-load relation, and the maximum microcontact pressure of an asperity are<disp-formula id="e4">
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<mml:mo>&#x3d;</mml:mo>
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<mml:mrow>
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<mml:mi>&#x3b4;</mml:mi>
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<mml:mrow>
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<label>(6)</label>
</disp-formula>where <italic>E</italic>
<sup>
<italic>&#x2a;</italic>
</sup> is the composite elastic modulus of the interface, and <inline-formula id="inf1">
<mml:math id="m7">
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</mml:mrow>
<mml:mo>)</mml:mo>
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<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
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</inline-formula>; <italic>&#x3bc;</italic>
<sub>1</sub>, <italic>&#x3bc;</italic>
<sub>2</sub>, <italic>E</italic>
<sub>1</sub>, and <italic>E</italic>
<sub>2</sub> are the Poisson&#x2019;s ratios and the elastic moduli of the two microcontact materials, respectively; <italic>F</italic>
<sub>
<italic>e</italic>
</sub> is the elastic load of an asperity; and <italic>P</italic>
<sub>0</sub> is the maximum microcontact pressure during deformation.</p>
<p>The maximum microcontact pressure is 3/2&#x20;times the average microcontact pressure that arises during elastic deformation (<xref ref-type="bibr" rid="B18">Johnson, 1985</xref>), namely,<disp-formula id="e7">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>2</mml:mn>
<mml:mn>3</mml:mn>
</mml:mfrac>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mi>&#x3b4;</mml:mi>
<mml:mi>R</mml:mi>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <italic>P</italic>
<sub>
<italic>e</italic>
</sub> is the average elastic microcontact pressure on an asperity.</p>
<p>Without taking friction into account, the critical average pressure of an asperity at the first yield is<disp-formula id="e8">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.1</mml:mn>
<mml:msub>
<mml:mi mathvariant="italic">&#x3c3;</mml:mi>
<mml:mi mathvariant="italic">y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>where <italic>P</italic>
<sub>
<italic>ec</italic>
</sub> is the critical average pressure of an asperity, demarcating the elastic and elastoplastic microcontacts, and <italic>&#x3c3;</italic>
<sub>
<italic>y</italic>
</sub> is the yield strength of the softer material.</p>
<p>Therefore, the critical microcontact deformation is<disp-formula id="e9">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
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<mml:mo>(</mml:mo>
<mml:mrow>
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<mml:mrow>
<mml:mn>3.3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mi>&#x3c0;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mi>R</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>3.3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>where <italic>&#x3b4;</italic>
<sub>
<italic>ec</italic>
</sub> is the critical microcontact deformation of an asperity, demarcating the elastic and elastoplastic deformations.</p>
<p>Then,<disp-formula id="e10">
<mml:math id="m11">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mi>&#x3b4;</mml:mi>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>3.3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>When <italic>&#x3b4;</italic> &#x3d; <italic>&#x3b4;</italic>
<sub>
<italic>ec</italic>
</sub>, the critical microcontact area of an asperity at the first yield is obtained as follows:<disp-formula id="e11">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>3.3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where <italic>a</italic>
<sub>
<italic>ec</italic>
</sub> is the critical microcontact area of an asperity, demarcating the elastic and elastoplastic microcontact areas.<list list-type="simple">
<list-item>
<p>2) Completely Plastic Deformation.</p>
</list-item>
</list>
</p>
<p>When an asperity undergoes completely plastic deformation, the microcontact area is equal to the truncated microcontact area (<xref ref-type="bibr" rid="B18">Johnson, 1985</xref>), that is,<disp-formula id="e12">
<mml:math id="m13">
<mml:mrow>
<mml:mi>a</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>R</mml:mi>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>At this time,<disp-formula id="e13">
<mml:math id="m14">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mi>r</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mi>R</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>30</mml:mn>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>
</p>
<p>Thereby,<disp-formula id="e14">
<mml:math id="m15">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>225</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
<disp-formula id="e15">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>G</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:mn>225</mml:mn>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>where <italic>a</italic>
<sub>
<italic>pc</italic>
</sub> is the critical microcontact area of an asperity, which delimits the elastoplastic and plastic microcontact area, and <italic>&#x3b4;</italic>
<sub>
<italic>pc</italic>
</sub> is the critical microcontact deformation of an asperity, which delimits the elastoplastic and plastic microcontact deformation.</p>
<p>When the average microcontact pressure is equal to 3<italic>&#x3c3;</italic>
<sub>y</sub>, the asperity is in the completely plastic deformation (<xref ref-type="bibr" rid="B18">Johnson, 1985</xref>), namely,<disp-formula id="e16">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>where <italic>P</italic>
<sub>
<italic>pc</italic>
</sub> is the critical microcontact pressure of an asperity, demarcating the elastoplastic and plastic microcontacts, and <italic>P</italic>
<sub>
<italic>p</italic>
</sub> is the average microcontact pressure of an asperity.</p>
<p>In summary, the critical microcontact areas (<italic>a</italic>
<sub>
<italic>ec</italic>
</sub> and <italic>a</italic>
<sub>
<italic>pc</italic>
</sub>) and the critical microcontact deformations (<italic>&#x3b4;</italic>
<sub>
<italic>ec</italic>
</sub> and <italic>&#x3b4;</italic>
<sub>
<italic>pc</italic>
</sub>) are independent of the radius of curvature at the tip of an asperity. These parameters relate to only the physical parameters of the materials and the fractal parameters of the surface. In other words, the critical microcontact area and critical microcontact deformation are unique for a rough surface. Then, the critical microcontact deformations are used to determine the microcontact area and microcontact load of an asperity during elastoplastic deformation.<list list-type="simple">
<list-item>
<p>3) Elastoplastic Deformation</p>
</list-item>
</list>
</p>
<p>When <inline-formula id="inf2">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the asperity is in elastoplastic deformation. Considering the proportion of elastic deformation and plastic deformation, the average microcontact pressure is expressed as (<xref ref-type="bibr" rid="B41">Zhao et&#x20;al., 2000</xref>)<disp-formula id="e17">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1.9</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mtext>ln</mml:mtext>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mtext>ln</mml:mtext>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
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<label>(17)</label>
</disp-formula>where <italic>P</italic>
<sub>
<italic>ep</italic>
</sub> is the average elastoplastic microcontact pressure on an asperity.</p>
<p>The microcontact area and microcontact load of an asperity are<disp-formula id="e18">
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<label>(18)</label>
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<label>(19)</label>
</disp-formula>where <italic>a</italic>
<sub>
<italic>ep</italic>
</sub> is the elastoplastic microcontact area of an asperity, and <italic>F</italic>
<sub>
<italic>ep</italic>
</sub> is the elastoplastic microcontact load of an asperity.</p>
<p>In summary, the different deformation regimes of an asperity can be determined by the critical deformation. When <italic>&#x3b4;</italic>&#x3e;<italic>&#x3b4;</italic>
<sub>
<italic>pc</italic>
</sub>, an asperity is undergoing completely plastic deformation. When <inline-formula id="inf3">
<mml:math id="m22">
<mml:mrow>
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</mml:mrow>
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<mml:mo>&#x2264;</mml:mo>
<mml:msub>
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<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, an asperity is undergoing elastoplastic deformation. When <italic>&#x3b4;</italic>&#x3c;<italic>&#x3b4;</italic>
<sub>
<italic>ec</italic>
</sub>, an asperity is undergoing elastic deformation.</p>
</sec>
<sec id="s2-1-2">
<title>Strength Model of a Single Asperity</title>
<p>The M-B fractal model clearly shows that the vertical deformation of an asperity gradually evolves from plastic to elastic deformation. The asperity volume is assumed to remain constant during loading (<xref ref-type="bibr" rid="B14">Hill, 1950</xref>), considering the energy conservation theorem. The asperity shape evolves from &#x201c;tall and thin&#x201d; to &#x201c;short and fat&#x201d;, as shown in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref>. The force <italic>p</italic> is the vertical external load, and the force <italic>T</italic> is the horizontal internal force. Thus, the horizontal deformation of an asperity gradually evolves from elastic to plastic.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Force schematic diagram of interface under a vertical loading.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g003.tif"/>
</fig>
<p>The dashed box in <xref ref-type="fig" rid="F3">Figure&#x20;3</xref> is enlarged to analyze the interaction between two asperities during microcontact. The microcontact stress schematic diagram of the two asperities is drawn in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref>.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Microcontact stress schematic diagram of two asperities.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g004.tif"/>
</fig>
<p>Combined with the Mohr-Coulomb criterion, the shear strengths of the microcontact interface, backfill and rock can be expressed as follows:<disp-formula id="e20a">
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<label>(20a)</label>
</disp-formula>
<disp-formula id="e20b">
<mml:math id="m24">
<mml:mrow>
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<mml:mi>&#x3c4;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mn>1</mml:mn>
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<mml:mo>&#x2b;</mml:mo>
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<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
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<mml:mi>tan</mml:mi>
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</mml:math>
<label>(20b)</label>
</disp-formula>
<disp-formula id="e20c">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
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<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(20c)</label>
</disp-formula>where <italic>&#x3c4;</italic>
<sub>
<italic>w</italic>
</sub> and <italic>&#x3c3;</italic>
<sub>
<italic>w</italic>
</sub> are the shear stress and the normal stress of the microcontact interface, respectively; <italic>&#x3c4;</italic>
<sub>1</sub> and <italic>&#x3c3;</italic>
<sub>1</sub> are the shear stress and the normal stress on the shear failure surface of the backfill, respectively; and <italic>&#x3c4;</italic>
<sub>2</sub> and <italic>&#x3c3;</italic>
<sub>2</sub> are the shear stress and the normal stress on the shear failure surface of the rock, respectively. Adhesion is defined as the ability of one material to adhere to the surface of another material (<xref ref-type="bibr" rid="B29">Luo et&#x20;al., 2017</xref>). Cohesion is defined as the ability of adjacent parts of the same material to attract each other. Thus, <italic>c</italic>
<sub>
<italic>w</italic>
</sub> is defined as the adhesion of the microcontact interface; <italic>c</italic>
<sub>1</sub> and <italic>c</italic>
<sub>2</sub> are the cohesion of the backfill and rock, respectively; <italic>&#x3c6;</italic>
<sub>
<italic>w</italic>
</sub> is the friction angle of the microcontact interface; <italic>&#x3c6;</italic>
<sub>1</sub> and <italic>&#x3c6;</italic>
<sub>2</sub> are the friction angles of backfill and rock, respectively; and <italic>i</italic> is the inclined angle of the asperities on the rock surface to impede the movement of the asperities on the backfill surface.</p>
<p>A unit on the microcontact interface in <xref ref-type="fig" rid="F4">Figure&#x20;4</xref> is taken for force analysis, as shown in <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>. According to <xref ref-type="fig" rid="F5">Figure&#x20;5</xref>, the static equilibrium equations of the unit are established for different deformation regimes. The relationships of the strength parameters between the microcontact interface and backfill in different deformation regimes are solved.<list list-type="simple">
<list-item>
<p>1) Elastic Deformation</p>
</list-item>
</list>
</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Force schematic diagram of the&#x20;unit.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g005.tif"/>
</fig>
<p>When the asperity on the backfill surface is undergoing elastic deformation, the normal stress on the microcontact interface is <italic>&#x3c3;</italic>
<sub>w</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>1</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>2</sub> &#x3d; <italic>P</italic>
<sub>e</sub>. The shear strength of the interface is mainly determined by the backfill, namely, <inline-formula id="inf4">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Then, the cohesion and friction angle of the microcontact interface are<disp-formula id="e21">
<mml:math id="m27">
<mml:mrow>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(21)</label>
</disp-formula>
<list list-type="simple">
<list-item>
<p>2) Elastoplastic Deformation</p>
</list-item>
</list>
</p>
<p>When the asperity on the backfill surface is undergoing elastoplastic deformation, the normal stress on the microcontact interface is <italic>&#x3c3;</italic>
<sub>w</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>1</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>2</sub> &#x3d; <italic>P</italic>
<sub>ep</sub>. The shear strength is mainly determined by the backfill and rock, namely, <inline-formula id="inf5">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Then, the cohesion and friction angle of the microcontact interface are<disp-formula id="e22">
<mml:math id="m29">
<mml:mrow>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>tan</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>tan</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>tan</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(22)</label>
</disp-formula>where <inline-formula id="inf6">
<mml:math id="m30">
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mo>&#x3c;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo>&#x3c;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.<list list-type="simple">
<list-item>
<p>3) Completely Plastic Deformation</p>
</list-item>
</list>
</p>
<p>When the asperity on the backfill surface is undergoing completely plastic deformation, the normal stress on the microcontact interface is <italic>&#x3c3;</italic>
<sub>w</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>1</sub> &#x3d; <italic>&#x3c3;</italic>
<sub>2</sub> &#x3d; <italic>P</italic>
<sub>p</sub>. The shear strength is mainly determined by the backfill and rock, namely, <inline-formula id="inf7">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Then, the cohesion and friction angle of the microcontact interface are<disp-formula id="e23">
<mml:math id="m32">
<mml:mrow>
<mml:mrow>
<mml:mo>{</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mi>tan</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mi>w</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>tan</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>tan</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>i</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(23)</label>
</disp-formula>
</p>
</sec>
</sec>
<sec id="s2-2">
<title>Establishment of the Interface Strength Model Based on Fractal Theory</title>
<sec id="s2-2-1">
<title>Fractal Model of the Irregular Interface</title>
<p>In different deformation regimes, the contact area and contact load are related to the deformation of the largest microcontact when the two rough surfaces are in contact.<list list-type="simple">
<list-item>
<p>1) Completely Plastic Deformation</p>
</list-item>
</list>
</p>
<p>If <inline-formula id="inf8">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x3c;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, all the asperities on the backfill surface are undergoing completely plastic deformation. At this time, the size distribution of the microcontact areas is as follows:<disp-formula id="e24">
<mml:math id="m34">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:msup>
<mml:mi>&#x3c8;</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(24)</label>
</disp-formula>where <italic>a</italic>
<sub>
<italic>L</italic>
</sub> is the largest microcontact area of the interface and <italic>n</italic>(<italic>a</italic>) is the size distribution of the microcontact areas under completely plastic and elastoplastic deformation.</p>
<p>Then, the plastic contact area and contact load can be given by<disp-formula id="e25">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi>&#x3c8;</mml:mi>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mi>D</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(25)</label>
</disp-formula>
<disp-formula id="e26">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3</mml:mn>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi>&#x3c8;</mml:mi>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mi>D</mml:mi>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(26)</label>
</disp-formula>where <italic>A</italic>
<sub>
<italic>rp</italic>
</sub> and <italic>F</italic>
<sub>
<italic>cp</italic>
</sub> are the contact area and contact load of the interface, respectively, during completely plastic deformation only.<list list-type="simple">
<list-item>
<p>2) Elastoplastic Deformation</p>
</list-item>
</list>
</p>
<p>The interface contact area and contact load during elastoplastic deformation are solved by the critical microcontact area and critical microcontact deformation of the different deformation regimes. If <inline-formula id="inf9">
<mml:math id="m37">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf10">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>&#x3b4;</mml:mi>
<mml:mo>&#x2264;</mml:mo>
<mml:msub>
<mml:mi>&#x3b4;</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
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<mml:mi>a</mml:mi>
<mml:mo>&#x22c5;</mml:mo>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:msup>
<mml:mi>&#x3c8;</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mi>d</mml:mi>
<mml:mi>&#x3b4;</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:math>
<label>(28)</label>
</disp-formula>where <italic>A</italic>
<sub>
<italic>rep</italic>
</sub> and <italic>F</italic>
<sub>
<italic>cep</italic>
</sub> are the contact area and contact load of the interface, respectively, during elastoplastic deformation only.<list list-type="simple">
<list-item>
<p>3) Elastic Deformation</p>
</list-item>
</list>
</p>
<p>If <inline-formula id="inf11">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, all the asperities on the backfill surface are undergoing elastic deformation. The size distribution of the microcontact areas is as follows:<disp-formula id="e29">
<mml:math id="m42">
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(29)</label>
</disp-formula>where <italic>n</italic>(<italic>a</italic>) is the size distribution of the microcontact areas during elastic deformation.</p>
<p>Then, the plastic contact area and contact load are expressed as follows:<disp-formula id="e30">
<mml:math id="m43">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>a</mml:mi>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(30)</label>
</disp-formula>
</p>
<p>If 1&#x20;&#x3c; <italic>D</italic>&#x20;&#x3c; 2 and <inline-formula id="inf12">
<mml:math id="m44">
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2260;</mml:mo>
<mml:mn>1.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>,<disp-formula id="e31a">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>4</mml:mn>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2a;</mml:mo>
</mml:msup>
<mml:mi>D</mml:mi>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mi>D</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msubsup>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
<mml:mrow>
<mml:mfrac>
<mml:mi>D</mml:mi>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:msqrt>
<mml:mi>&#x3c0;</mml:mi>
</mml:msqrt>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mo>[</mml:mo>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>D</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>]</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(31a)</label>
</disp-formula>
</p>
<p>Similarly, if <italic>D</italic>&#x20;&#x3d; 1.5,<disp-formula id="e31b">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>e</mml:mi>
</mml:msub>
<mml:mi>n</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:msqrt>
<mml:mi>&#x3c0;</mml:mi>
</mml:msqrt>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi>E</mml:mi>
<mml:mo>&#x2217;</mml:mo>
</mml:msup>
<mml:msup>
<mml:mi>G</mml:mi>
<mml:mrow>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
<mml:msubsup>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
<mml:mrow>
<mml:mfrac>
<mml:mn>3</mml:mn>
<mml:mn>4</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msubsup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mi>c</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(31b)</label>
</disp-formula>where <italic>A</italic>
<sub>
<italic>re</italic>
</sub> and <italic>F</italic>
<sub>
<italic>ce</italic>
</sub> are the contact area and contact load of the interface, respectively, during elastic deformation&#x20;only.</p>
</sec>
<sec id="s2-2-2">
<title>Strength Model of the Irregular Interface</title>
<p>A contact strength model of the interface is established by analyzing the strength model parameters of a single asperity.<list list-type="simple">
<list-item>
<p>1) Elastic Deformation.</p>
</list-item>
</list>
</p>
<p>The shear strength of the interface can be expressed as follows:<disp-formula id="e32">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>c</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi>tan</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x03C6;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>i</mml:mi>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(32)</label>
</disp-formula>where <inline-formula id="inf13">
<mml:math id="m48">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>i</mml:mi>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> is the average inclined angle of the asperities on the rock surface and <italic>&#x3c4;</italic>
<sub>
<italic>we</italic>
</sub> is the shear strength of the interface during elastic deformation only.<list list-type="simple">
<list-item>
<p>2) Elastoplastic Deformation</p>
</list-item>
</list>
</p>
<p>The shear strength of the interface can be given by<disp-formula id="e33">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c4;</mml:mi>
<mml:mrow>
<mml:mi>w</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>c</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>p</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>r</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>p</mml:mi>
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</disp-formula>
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<p>where <italic>&#x3c4;</italic>
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<list-item>
<p>3) Completely Plastic Deformation</p>
</list-item>
</list>
</p>
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</disp-formula>where <italic>&#x3c4;</italic>
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</disp-formula>where <italic>&#x3c4;</italic>
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<p>
<xref ref-type="disp-formula" rid="e35">Eq. 35</xref> indicates that the shear strength of the interface is determined by the adhesion and friction. To ensure the stability of the backfill-rock interface, the maximum adhesion (namely, <italic>c</italic>
<sub>1</sub>) during deformation is taken as the total adhesion of the interface in <xref ref-type="disp-formula" rid="e35">Eq. 35</xref>. The total friction of the interface is the sum of all the frictions corresponding to different deformation regimes.</p>
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</disp-formula>
</p>
</sec>
</sec>
</sec>
<sec id="s3">
<title>Verification</title>
<p>
<xref ref-type="bibr" rid="B28">Liu et&#x20;al. (2005)</xref> investigated the effect of the interface roughness on the shear strength by the two-body mechanistic model. Based on this work, the presented model is verified in this section. The yield strength of the concrete is chosen to 3&#xa0;MPa. The characteristic length scale of the rough surface is chosen to 10<sup>&#x2212;11</sup>&#xa0;m. The material parameters are shown in <xref ref-type="table" rid="T1">Table&#x20;1</xref>.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Material parameters.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Material</th>
<th align="center">Elastic modulus <italic>E</italic>/GPa</th>
<th align="center">Poisson&#x2019;s ratio <italic>&#x3bc;</italic>
</th>
<th align="center">Cohesion <italic>&#x3c6;</italic>/(&#xb0;)</th>
<th align="center">Internal friction angle <italic>c</italic>/MPa</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">Concrete</td>
<td align="center">26</td>
<td align="char" char=".">0.167</td>
<td align="center">25</td>
<td align="center">3</td>
</tr>
<tr>
<td align="left">Rock</td>
<td align="center">35</td>
<td align="char" char=".">0.220</td>
<td align="center">35</td>
<td align="center">2</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F6">Figure&#x20;6</xref> shows the verification diagram of the relationship between the shear strength and the fractal dimension. The shear strengths of the presented model and the two-body mechanistic model are normalized to further comparatively analyze the evolution laws between the shear strength and the fractal dimension of the newly presented model and the two-body mechanistic model. The trends of the two models have good agreements, namely, the shear strength changes non-linearly with increasing fractal dimension. The shear strength increases with increasing fractal dimension when <italic>D</italic>&#x20;&#x3c; 1.095, peaks at <italic>D</italic>&#x20;&#x3d; 1.095 and decreases when <italic>D</italic>&#x20;&#x3e; 1.095, which is the same as the evolution laws presented by Liu. Analysis suggests that it is related to the main dislocation form of the asperities on the interface. It should be noted that increasing the fractal dimension corresponds to increasing the distribution density of the asperities on the interface, namely, increasing the frequency of the asperities for the same amplitude. The forms of dislocation between two asperities are sliding, interlocking, and shearing. Some small asperities merge with each other to form large asperities with shear when <italic>D</italic>&#x20;&#x3c; 1.095. The dislocation form of asperities gradually evolves from slipping to interlocking with increasing fractal dimension. The dislocation form of the asperities on the interface is dominated by interlocking. The more asperities tend to be interlocked. As a result, the shear strength of the interface increases. When <italic>D</italic>&#x20;&#x3e; 1.095, the increase of interface roughness means the decrease of asperity base area and the asperity is easier to cut off. The dislocation form of asperity gradually evolves from interlocking to cutting off. The dislocation form of the asperities on the interface is dominated by cutting off with increasing fractal dimension. The number of interlocking asperities decreases. Therefore, the shear strength of the interface decreases. When <italic>D</italic>&#x20;&#x3d; 1.095, there are most interlocking asperities on the interface and the interlocking effect reaches the maximum. Thereby, the shear strength of interface peaks at this fractal dimension. Noted that it is the critical point of transformation of the main dislocation form from interlocking to cutting off. The cutting off of the asperities is related to the parameters of the weak material.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Verification diagram of the relationship between the shear strength and the fractal dimension.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g006.tif"/>
</fig>
<p>There is slightly difference between the presented model and the two-body mechanistic model. Analysis shows that the interface roughness is described by only the fractal dimension <italic>D</italic> in the two-body mechanical model, ignoring the amplitude of the asperities on the interface, namely, the parameter <italic>G</italic>. The fractal dimension <italic>D</italic> is known to determine only the frequency of occurrence for the large and small asperities on the interface. The developed model considers the influence of the asperity amplitude on the shear strength of the interface. It should be emphasized that, the number, <italic>D</italic>&#x20;&#x3d; 1.095 in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>, is to show that the results of the presented model are consistent with the two-body mechanistic model, demonstrating the feasibility of the presented&#x20;model.</p>
<p>However, the two-body mechanistic model obtained the shear strength evolution laws when the fractal dimension is in the range of 1&#x223c;1.12 only. <xref ref-type="fig" rid="F7">Figure&#x20;7</xref> shows the complete relationship between the interface shear strength and the fractal dimension as the fractal dimension increases from 1 to 2 based on the presented model. When <italic>D</italic>&#x20;&#x3e; 1.366, the change in the fractal dimension has little effect on the shear strength, namely, the shear strength basically remains constant when <italic>D</italic>&#x20;&#x3e; 1.366, indicated by point B in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Relationship between the shear strength and the fractal dimension <italic>D</italic>.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g007.tif"/>
</fig>
</sec>
<sec sec-type="discussion" id="s4">
<title>Discussion</title>
<p>The direct shear test results with the backfill-rock combination indicate that the interface friction angle can be larger or smaller than that of the backfill. However, the interface adhesion is always less than that of the backfill (<xref ref-type="bibr" rid="B8">Fall and Nasir, 2010</xref>; <xref ref-type="bibr" rid="B20">Koupouli et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B11">Fang and Fall, 2018</xref>).</p>
<p>Analysis suggests that the reasons for the contradictory friction angle results of the direct shear tests are mainly related to the difference in the strength of the contact materials and the inclined angle of the asperities on the rock surface. The interface friction angle is larger than that of backfill, if <inline-formula id="inf14">
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</inline-formula>, the interface friction angle is smaller than that of the backfill.</p>
<p>Meanwhile, it is known that the ability of one material to adhere to the surface of another material remains constant. However, the areas providing the adhesion are not the same in different deformation regimes. The interface adhesion can be explained by the schematic diagram of the asperity failure mechanism, as shown in <xref ref-type="fig" rid="F8">Figure&#x20;8</xref>. At the beginning, the two asperities come into locking. Adhesion is provided by the asperity surfaces when the asperities undergo elastic deformation. Then, the two asperities undergo dilatation with loading, separating on the backside of the interface relative to the direction of motion, as shown by the red line in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>. Thus, the area providing adhesion decreases. Finally, the asperity in the backfill is cut off, and the area providing adhesion disappears completely. In summary, the interface adhesion is smaller than that of backfill, which is consistent with the experimental&#x20;trend.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Schematic diagram of the asperity failure mechanism.</p>
</caption>
<graphic xlink:href="fmats-08-792014-g008.tif"/>
</fig>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>The original M-B fractal model is modified. A model of backfill-rock interface strength is proposed based on the modified M-B fractal model and the Mohr-Coulomb criterion. After verification, the following conclusions are obtained:<list list-type="simple">
<list-item>
<p>1) Based on fractal theory, a strength model that can reasonably describe the shear mechanical behavior of interfaces with random roughness is developed when materials with different strength come into contact. The deformation mechanism of the interface and the interaction of the asperities can be considered in this&#x20;model.</p>
</list-item>
<list-item>
<p>2) The relationship between the strength parameters of the interface and that of the backfill is obtained. When the tangent of the rock friction angle is larger than twice that of the backfill, the interface friction angle is larger than that of the backfill. Otherwise, the interface friction angle is smaller than that of the backfill.</p>
</list-item>
<list-item>
<p>3) The shear strength of the interface changes nonlinearly with increasing fractal dimension. The shear strength increases with increasing fractal dimension when <italic>D</italic>&#x20;&#x3c; 1.095. The shear strength peaks when <italic>D</italic>&#x20;&#x3d; 1.095. The shear strength decreases with increasing fractal dimension when <italic>D</italic>&#x20;&#x3e; 1.095. Meanwhile, the shear strength basically remains constant when <italic>D</italic>&#x20;&#x3e;&#x20;1.366.</p>
</list-item>
</list>
</p>
<p>In this model, the interface shear strength is related to the interface fractal dimension and the strength parameters of the two contacting materials. In practical application, the interface roughness and the strength of the surrounding rock can be measured. The backfill strength corresponding to the maximum shear strength of the interface is obtained by this model, ensuring the stability of the underground backfill system. However, it should be noted that, the model still has some limitations that need to be solved in the future. The three-dimensional strength model of the interface is beyond the scope of this research and will continue to explore in the future. The proposed model should satisfy the assumption of the M-B fractal model, that the contact between two rough surfaces is approximately equivalent to the contact between a rough surface and a rigid flat plane. Therefore, the model is more suitable for solving the contact problem between materials with large differences in strength. Moreover, when the fractal model of the interface is established, the contact area and contact load during elastoplastic deformation are derived from the proportion of elastic and plastic deformation. The size distribution of the microcontact areas during elastoplastic deformation is assumed to be the same as that during plastic deformation. Therefore, further research on elastoplastic deformation is needed.</p>
</sec>
</body>
<back>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The original contributions presented in the study are included in the article/Supplementary Material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>YZ developed the model and wrote the first draft of the manuscript. ZZ, LG, and XD provided constructive discussions and contributed to manuscript revision. YZ, ZZ, and LG contributed significantly to the design of the study. All authors agree to be accountable for the content of this&#x20;work.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This research was supported by the Key Program of National Natural Science Foundation of China (No.52130905).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ack>
<p>The reviewers are gratefully acknowledged for their constructive comments.</p>
</ack>
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