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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Ecol. Evol.</journal-id>
<journal-title>Frontiers in Ecology and Evolution</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Ecol. Evol.</abbrev-journal-title>
<issn pub-type="epub">2296-701X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fevo.2023.1237250</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Ecology and Evolution</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>FDEM numerical study of the influence law of geostress on state and pressure of tunnel surrounding rock</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Bo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2216003"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xiao</surname>
<given-names>Mingqing</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fu</surname>
<given-names>Xiaodong</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1356329"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Yang</surname>
<given-names>Jian</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Xu</surname>
<given-names>Chen</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Jiaming</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhou</surname>
<given-names>Yongqiang</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1389610"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>School of Civil Engineering, Chang&#x2019;an University</institution>, <addr-line>Xi&#x2019;an</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>State Key Laboratory of Geomechanics and Geotechnical Engineering, Institute of Rock and Soil Mechanics, Chinese Academy of Sciences</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>China Railway Siyuan Survey and Design Group Co., Ltd.</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>National &amp; Local Joint Engineering Research Center Of Underwater Tunneling Technology</institution>, <addr-line>Wuhan</addr-line>, <country>China</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>School of Engineering Science, University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Naifei Liu, Xi&#x2019;an University of Architecture and Technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Xiao Wang, Shandong University of Science and Technology, China; Hongbo Du, Chongqing Jiaotong University, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Yongqiang Zhou, <email xlink:href="mailto:yqzhou@whrsm.ac.cn">yqzhou@whrsm.ac.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>28</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>11</volume>
<elocation-id>1237250</elocation-id>
<history>
<date date-type="received">
<day>09</day>
<month>06</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>10</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Hu, Xiao, Fu, Yang, Xu, Wu and Zhou</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Hu, Xiao, Fu, Yang, Xu, Wu and Zhou</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 terms.</p>
</license>
</permissions>
<abstract>
<p>Surrounding rock pressure is a crucial parameter in tunnel engineering design, and its calculation is a classic challenge. The surrounding rock pressure is influenced by geostress, but existing calculation methods often do not take into account the effect of geostress. In this paper, finite discrete element method (FDEM) is used to study the design values of tunnel surrounding rock pressure under different geostress fields. Firstly, a set of calibration methods for input parameters of FDEM is summarized based on previous studies. Then, taking a high-speed railway tunnel in IV-level surrounding rock as an example, the excavation-induced failure process of the tunnel under the influence of gravity stress field and geostress field is simulated using the FDEM. By comparing the results with those of the finite element method simulation, the rationality of applying FDEM to the simulation of tunnel excavation is demonstrated. Next, a calculation method of surrounding rock pressure design value based on FDEM is proposed by introducing tunnel displacement criterion, and its validity is verified by comparing with the results of the theoretical formula. Finally, the surrounding rock pressure design values under different geostress are analyzed by using this calculation method. The results show that there are significant differences between the gravity stress field and the geostress field in the maximum principal stress distribution, failure zone form and crack distribution. The geostress directly influences the design value of surrounding rock pressure. As the geostress varies from 4MPa to 12MPa, the corresponding design value increases from 49KPa to 1,288KPa, illustrating a quadratic relationship between them. With the corresponding design support force, the displacement of the surrounding rock is controlled within a reasonable range, ensuring the stability of the tunnel is maintained.</p>
</abstract>
<kwd-group>
<kwd>FDEM</kwd>
<kwd>surrounding rock pressure</kwd>
<kwd>design value</kwd>
<kwd>state of surrounding rock</kwd>
<kwd>geostress</kwd>
</kwd-group>
<counts>
<fig-count count="20"/>
<table-count count="5"/>
<equation-count count="12"/>
<ref-count count="44"/>
<page-count count="19"/>
<word-count count="8329"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Environmental Informatics and Remote Sensing</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>The surrounding rock pressure is the foundation of tunnel design, construction and operation, and it is also the main factor affecting project costs (<xref ref-type="bibr" rid="B6">Ding et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B9">Keawsawasvong et&#xa0;al., 2022</xref>). The study of surrounding rock pressure has always been an important research subject in tunnel engineering and one of the most concerned problems in the engineering. However, due to the complexity of geological conditions, variations in construction methods, differing supporting parameters, and spatio-temporal effects, accurately determining the surrounding rock pressure is challenging (<xref ref-type="bibr" rid="B31">Wu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B17">Liu et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B40">Zhang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B18">Liu et&#xa0;al., 2023</xref>).</p>
<p>Various methods for calculating surrounding rock pressure are commonly used in practice. For example, (1) Q system and RMR system based on surrounding rock classification system comprehensively consider a variety of factors affecting surrounding rock pressure, and are mostly suitable for deep buried rock tunnels, but these methods have strong subjectivity in the value of calculation parameters (<xref ref-type="bibr" rid="B11">Lee et&#xa0;al., 2018</xref>). (2) Code for Design of Railway Tunnel (<xref ref-type="bibr" rid="B28">TB10003-2016</xref>) provides a formula for calculating surrounding rock pressure of deep-buried tunnels based on landslide statistics. However, this method does not consider the influence of burial depth. (3) The theoretical calculation methods of surrounding rock pressure based on circular tunnel, such as Caquot formula, Fenner formula (<xref ref-type="bibr" rid="B2">Cai, 2002</xref>) and Kastner formula (<xref ref-type="bibr" rid="B3">Cheng, 2012</xref>), etc., are mostly based on the research of deep buried circular tunnel, without considering the influence of surface load and boundary. In summary, most of the existing calculation methods of surrounding rock pressure have their limitations, and a universal method is needed.</p>
<p>Numerical simulation is a widely used research method in rock mechanics, which includes continuous and discontinuous methods. Many scholars have applied these two methods to study surrounding rock pressure and obtained fruitful results. For instance, the distribution law of surrounding rock pressure under different tunnel sections and different geological environments is studied by continuous method (<xref ref-type="bibr" rid="B41">Zhang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B5">Ding et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B24">Qiu et&#xa0;al., 2022</xref>). The discontinuous method is used to investigate the influence of discontinuous conditions such as joints and faults on the surrounding rock pressure distribution, and some useful conclusions are obtained (<xref ref-type="bibr" rid="B26">Sun et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B33">Xue et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B10">Lee et&#xa0;al., 2021</xref>). However, the continuity requirement of the deformation equation limits the capability of the continuous method to deal with discontinuous materials such as rocks. Moreover, the discontinuous method has low calculation efficiency and high cost when analyzing actual projects (<xref ref-type="bibr" rid="B16">Liu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B19">Liu et&#xa0;al., 2020</xref>). To overcome these limitations, scholar Munjiza proposed the finite discrete element method (FDEM), which combines the advantages of both methods and has shown promising results in simulating the crack initiation and propagation of rock-like brittle materials (<xref ref-type="bibr" rid="B23">Munjiza et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B22">Munjiza et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B21">Munjiza, 2004</xref>). The correctness and effectiveness of FDEM have been confirmed through laboratory and engineering scale simulations. FDEM has been widely applied in various fields including tunnel excavation (<xref ref-type="bibr" rid="B12">Lisjak et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B13">Lisjak et&#xa0;al., 2015a</xref>) and support (<xref ref-type="bibr" rid="B15">Lisjak et&#xa0;al., 2015b</xref>), surrounding rock reinforcement (<xref ref-type="bibr" rid="B16">Liu et&#xa0;al., 2019</xref>), slope stability analysis (<xref ref-type="bibr" rid="B44">Zhong et&#xa0;al., 2022</xref>), hydraulic fracturing (<xref ref-type="bibr" rid="B35">Yan and Zheng, 2017a</xref>; <xref ref-type="bibr" rid="B36">Yan and Zheng, 2017b</xref>), rock fracture acoustic emission (<xref ref-type="bibr" rid="B14">Lisjak et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B43">Zhao et&#xa0;al., 2015</xref>), complex rock block modeling (<xref ref-type="bibr" rid="B38">Yan et&#xa0;al., 2015</xref>), uniaxial compression (<xref ref-type="bibr" rid="B1">An et&#xa0;al., 2022</xref>), triaxial compression (<xref ref-type="bibr" rid="B25">Song et&#xa0;al., 2022</xref>), Brazilian splitting (<xref ref-type="bibr" rid="B42">Zhang et&#xa0;al., 2021</xref>), direct shear test (<xref ref-type="bibr" rid="B20">Min et&#xa0;al., 2020</xref>), rock thermal failure (<xref ref-type="bibr" rid="B37">Yan and Zheng, 2017c</xref>) and blasting failure (<xref ref-type="bibr" rid="B29">Trivino and Mohanty, 2015</xref>). However, the application of FDEM in studying surrounding rock pressure is still limited.</p>
<p>Geostress is the original force existing in the rock mass in nature, and also the fundamental force leading to the deformation and failure of underground engineering, which determines the basic mechanical properties of geotechnical mass (<xref ref-type="bibr" rid="B39">Zhang et&#xa0;al., 2018</xref>). It is necessary to analyze the stress state of surrounding rock and its influence on the stability of surrounding rock. At the same time, the study of the influence law of geostress on tunnel surrounding rock pressure can provide reference for improving the tunnel support method and analyzing the mechanism of surrounding rock pressure. FDEM has been utilized to investigate the internal force distribution and failure of the surrounding rock after tunnel excavation under different stress states (<xref ref-type="bibr" rid="B8">Han et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B4">Deng et&#xa0;al., 2022</xref>). However, there are few researchers who have used FDEM to conduct research on the influence of geostress on the surrounding rock pressure design value.</p>
<p>Therefore, based on the FDEM, this paper puts forward the idea of using the surrounding rock pressure design value as the design supporting force to solve the problem that the actual surrounding rock pressure is difficult to determine. Based on the correct calibration of the calculation parameters of FDEM, the excavation failure process of high-speed railway tunnel in IV-level surrounding rock is simulated under the gravity stress field and geostress field. And a method for calculating the surrounding rock pressure design value based on FDEM is proposed by introducing the tunnel displacement criterion, and its validity is verified. Finally, this method is used to analyze the surrounding rock pressure design value under different geostress. This study can provide theoretical basis for the design and construction of tunnel engineering.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>The fundamentals of FDEM</title>
<p>FDEM discretizes the material into triangular elements of constant strain and incorporates 0-thickness quadrilateral joint elements as bonding agents along the common sides of adjacent triangles (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). Assuming that the triangular element is always in an elastic strain state without fracture, deformation stress is calculated via the generalized Hooke&#x2019;s law. Plastic deformation and fracture of the material are determined by the tensile and shear displacements of the joint element. Upon reaching the corresponding limit values, the joint element fails and generates a micro-crack, while the triangular elements on both sides of the joint element transition from a bonding to a contact state. The principle of FDEM is as follows (<xref ref-type="bibr" rid="B21">Munjiza, 2004</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Meshing principle of FDEM.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g001.tif"/>
</fig>
<sec id="s2_1">
<label>2.1</label>
<title>Dynamical equation of FDEM</title>
<p>The dynamic equation of FDEM is solved by applying Newton&#x2019;s second law, and the equation for the nodes is solved using the Euler method:</p>
<disp-formula>
<label>(1)</label>
<mml:math display="block" id="M1">
<mml:mrow>
<mml:mi>M</mml:mi>
<mml:mover accent="true">
<mml:mi>x</mml:mi>
<mml:mo>&#xa8;</mml:mo>
</mml:mover>
<mml:mo>+</mml:mo>
<mml:mi>C</mml:mi>
<mml:mover accent="true">
<mml:mi>x</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
<mml:mo>=</mml:mo>
<mml:mi>F</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where, <inline-formula>
<mml:math display="inline" id="im1">
<mml:mi>M</mml:mi>
</mml:math>
</inline-formula> is the mass matrix of all element nodes in the system. <inline-formula>
<mml:math display="inline" id="im2">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> represents the unbalanced force vector of nodes. The damping matrix <inline-formula>
<mml:math display="inline" id="im3">
<mml:mi>C</mml:mi>
</mml:math>
</inline-formula> is introduced in order to consume the kinetic energy of the system. According to Formula (1), coordinates and velocities of nodes of triangular elements in each time step are calculated by central difference method, and the formula is as follows:</p>
<disp-formula>
<label>(2)</label>
<mml:math display="block" id="M2">
<mml:mrow>
<mml:msubsup>
<mml:mi>v</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>=</mml:mo>
<mml:msubsup>
<mml:mi>v</mml:mi>
<mml:mi>i</mml:mi>
<mml:mi>t</mml:mi>
</mml:msubsup>
<mml:mo>+</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:msubsup>
<mml:mi>F</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<label>(3)</label>
<mml:math display="block" id="M3">
<mml:mrow>
<mml:msubsup>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>+</mml:mo>
<mml:mi>&#x394;</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>=</mml:mo>
<mml:msubsup>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mo>+</mml:mo>
<mml:msubsup>
<mml:mi>v</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msubsup>
<mml:mi>&#x394;</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where, <inline-formula>
<mml:math display="inline" id="im4">
<mml:mrow>
<mml:msubsup>
<mml:mi>F</mml:mi>
<mml:mi>i</mml:mi>
<mml:mrow>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> represents the total node force, <inline-formula>
<mml:math display="inline" id="im5">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the time step, and <inline-formula>
<mml:math display="inline" id="im6">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the mass of the node, which is one third of the mass of the element.</p>
</sec>
<sec id="s2_2">
<label>2.2</label>
<title>Contact stress of triangular element</title>
<p>Under external loading, contact between triangular elements will occur, resulting in the generation of contact forces. FDEM utilizes a contact force calculation method based on potential, which facilitates the treatment of point-to-point contact problems. The contact stress of the triangle is influenced by both the contact penalty value and the area and shape of the triangles in contact, as illustrated in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>. The formula for calculating contact stress using this method is as follows:</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Contact between active element and passive element. Capital letters indicate different contact relationships.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g002.tif"/>
</fig>
<disp-formula>
<label>(4)</label>
<mml:math display="block" id="M4">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:munder>
<mml:mo>&#x222e;</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x393;</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x2229;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:munder>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>&#x393;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo stretchy="false">(</mml:mo>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>d</mml:mi>
<mml:mi>&#x393;</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im7">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> denotes the normal contact penalty value, <inline-formula>
<mml:math display="inline" id="im8">
<mml:mrow>
<mml:msub>
<mml:mi>&#x393;</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>&#x2229;</mml:mo>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the boundary of the overlapping region between active element <inline-formula>
<mml:math display="inline" id="im9">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and passive element <inline-formula>
<mml:math display="inline" id="im10">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, while <inline-formula>
<mml:math display="inline" id="im11">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im12">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c6;</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> respectively represent the potential of the two elements. Additionally, <inline-formula>
<mml:math display="inline" id="im13">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>&#x393;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> represents the outer normal vector of the overlapping region boundary.</p>
</sec>
<sec id="s2_3">
<label>2.3</label>
<title>Stress of triangular element</title>
<p>In FDEM, the strain and stress of the triangular elements are computed using the finite element method. As the triangular constant strain element is employed, stresses within the element remain uniform. Once the stress <inline-formula>
<mml:math display="inline" id="im14">
<mml:mi>T</mml:mi>
</mml:math>
</inline-formula> of the deformed triangular element is calculated, the equivalent nodal force vector resulting from the element deformation on each side of the triangular element can be determined using the following formula:</p>
<disp-formula>
<label>(5)</label>
<mml:math display="block" id="M5">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mi>T</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>l</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mn>1</mml:mn>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mrow>
<mml:mo stretchy="true">(</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mtd>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>y</mml:mi>
<mml:mi>y</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo stretchy="true">)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo stretchy="true">(</mml:mo>
<mml:mrow>
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
<mml:mo stretchy="true">)</mml:mo>
</mml:mrow>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where <inline-formula>
<mml:math display="inline" id="im15">
<mml:mi>n</mml:mi>
</mml:math>
</inline-formula> is the outer normal unit vector of the edge of the triangular element, <inline-formula>
<mml:math display="inline" id="im16">
<mml:mi>l</mml:mi>
</mml:math>
</inline-formula> is the side length of the edge of the element, and 1/2 means to distribute the force equally between the two nodes of the edge.</p>
</sec>
<sec id="s2_4">
<label>2.4</label>
<title>Stress of joint element</title>
<p>The quadrilateral joint element is capable of withstanding compressive, tensile, and shear stresses. When the joint is subjected to stretching, compression, or sliding, normal and tangential stresses will arise in the joint element. The stress value is solely dependent on the relative tensile distance <inline-formula>
<mml:math display="inline" id="im17">
<mml:mi>o</mml:mi>
</mml:math>
</inline-formula>, slip distance <inline-formula>
<mml:math display="inline" id="im18">
<mml:mi>s</mml:mi>
</mml:math>
</inline-formula>, joint penalty value <inline-formula>
<mml:math display="inline" id="im19">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, tensile strength <inline-formula>
<mml:math display="inline" id="im20">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and shear strength <inline-formula>
<mml:math display="inline" id="im21">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, as depicted in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>. The specific calculation formula is as follows:</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Failure mode of joint element. <bold>(A)</bold> Tensile failure. <bold>(B)</bold> Shear failure. <bold>(C)</bold> Tensile-shear mixed failure.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g003.tif"/>
</fig>
<p>(1) In the unyielding state:</p>
<disp-formula>
<label>(6)</label>
<mml:math display="block" id="M6">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mi>o</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>o</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x00A0;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mo>&lt;</mml:mo>
<mml:msub>
<mml:mi>o</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<label>(7)</label>
<mml:math display="block" id="M7">
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mrow>
<mml:mo>|</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>|</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x00A0;</mml:mtext>
<mml:mrow>
<mml:mo>|</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>|</mml:mo>
</mml:mrow>
<mml:mo>&lt;</mml:mo>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where, <inline-formula>
<mml:math display="inline" id="im22">
<mml:mi>&#x3c3;</mml:mi>
</mml:math>
</inline-formula> is the normal stress; <inline-formula>
<mml:math display="inline" id="im23">
<mml:mi>&#x3c4;</mml:mi>
</mml:math>
</inline-formula> is shear stress; <inline-formula>
<mml:math display="inline" id="im24">
<mml:mrow>
<mml:msub>
<mml:mi>o</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im25">
<mml:mrow>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are joint tensile and slip amounts at peak stress respectively, specifically, <inline-formula>
<mml:math display="inline" id="im26">
<mml:mrow>
<mml:msub>
<mml:mi>o</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>h</mml:mi>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula>
<mml:math display="inline" id="im27">
<mml:mrow>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mi>h</mml:mi>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <inline-formula>
<mml:math display="inline" id="im28">
<mml:mi>h</mml:mi>
</mml:math>
</inline-formula> is the minimum size of the element.</p>
<p>(2) In the yield state:</p>
<disp-formula>
<label>(8)</label>
<mml:math display="block" id="M8">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>f</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>D</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x00A0;</mml:mtext>
<mml:mi>o</mml:mi>
<mml:mo>&gt;</mml:mo>
<mml:msub>
<mml:mi>o</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<label>(9)</label>
<mml:math display="block" id="M9">
<mml:mrow>
<mml:mi>&#x3c4;</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>f</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>D</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mtext>&#x00A0;</mml:mtext>
<mml:mrow>
<mml:mo>|</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>|</mml:mo>
</mml:mrow>
<mml:mo>&gt;</mml:mo>
<mml:msub>
<mml:mi>s</mml:mi>
<mml:mi>p</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</disp-formula>
<p>in the formula, <inline-formula>
<mml:math display="inline" id="im29">
<mml:mi>D</mml:mi>
</mml:math>
</inline-formula> is the loss factor and <inline-formula>
<mml:math display="inline" id="im30">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo stretchy="false">(</mml:mo>
<mml:mi>D</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> is the softening coefficient of the material. The relevant value and calculation method are relatively complex, and the specific content can be found in the relevant literature (<xref ref-type="bibr" rid="B35">Yan and Zheng, 2017a</xref>).</p>
</sec>
</sec>
<sec id="s3">
<label>3</label>
<title>The numerical model</title>
<sec id="s3_1">
<label>3.1</label>
<title>Engineering context</title>
<p>Wufeng Tunnel is a high-speed railway tunnel with a designed speed of 350km per hour. The length of the left line of the tunnel is 15471m, and the tunnel body mainly passes through Silurian shale and silty sandstone (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). And the surrounding rock of the left line of the tunnel is mainly IV-level. The lithology of the stratum in which the tunnel is situated is intricate and varied. The tectogenesis of the stratum is also evidently dynamic, while the engineering geological conditions are relatively complex. The construction process may encounter geological issues such as rockfalls and large deformation of soft rock. Furthermore, the mountainous terrain is characterized by substantial undulations, and the burial depth of the tunnel varies significantly, resulting in a complicated geostress environment for the tunnel. Therefore, it is essential to factor in the influence of geostress factors when devising the tunnel&#x2019;s design and construction plan.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Geological profile.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g004.tif"/>
</fig>
</sec>
<sec id="s3_2">
<label>3.2</label>
<title>FDEM calculation model of tunnel excavation</title>
<p>A high-speed railway tunnel model with a design speed of 350km/h and a buried depth of 200m in the IV-level surrounding rock is established, as shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>. The model size is 135m&#xd7;160m (width &#xd7; height), in which the tunnel span is 14.7m and the tunnel section height is 12.23m. The distance between tunnel and model boundary is 5 times the span of tunnel, which is sufficient to eliminate the influence of boundary conditions on model excavation. To reduce the scale of the model and accelerate numerical calculation, the stress boundary was applied on the top surface of the model, making the equivalent buried depth of the tunnel equal to 200m. At the same time, the side of the model is set as the normal displacement constraint boundary, and the bottom surface is set as the full constraint boundary. Tunnel excavation is simplified to the excavation of the whole section at one time. In order to improve the accuracy of the calculation results, mesh refinement was carried out around the excavation section of the tunnel. The mesh size <inline-formula>
<mml:math display="inline" id="im31">
<mml:mi>h</mml:mi>
</mml:math>
</inline-formula> around the tunnel was set at 0.25m, and <inline-formula>
<mml:math display="inline" id="im32">
<mml:mi>h</mml:mi>
</mml:math>
</inline-formula> gradually increased to 2.5m from the refinement area to the boundary. Surrounding rock and tunnel were divided by Delaunay triangle with 24,452 nodes and 49,494 elements.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>FDEM model. <bold>(A)</bold> Tunnel section. <bold>(B)</bold> Schematic diagram of the model.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g005.tif"/>
</fig>
</sec>
<sec id="s3_3">
<label>3.3</label>
<title>Mechanical parameters</title>
<p>This study primarily focuses on the IV-level surrounding rock. According to the relevant engineering practice, the rock mass is assumed to be a continuous uniform medium. To ensure the research results are widely applicable, this paper refers to the value range of mechanical parameters of surrounding rock provided by Code for Design of Railway Tunnel (<xref ref-type="bibr" rid="B28">TB10003-2016</xref>), and utilizes the lower one-third of the value range. Specific mechanical parameters are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Values of mechanical parameters of surrounding rock.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="center">Level of surrounding rock</th>
<th valign="middle" align="center">Volumetric weight (kN/m&#xb3;)</th>
<th valign="middle" align="center">Elastic Modulus<break/>(GPa)</th>
<th valign="middle" align="center">Poisson ratio</th>
<th valign="middle" align="center">Internal friction angle<break/>(&#xb0;)</th>
<th valign="middle" align="center">Cohesive force<break/>(MPa)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">Code</td>
<td valign="middle" align="center">IV</td>
<td valign="middle" align="center">20~23</td>
<td valign="middle" align="center">1.3~6</td>
<td valign="middle" align="center">0.3~0.35</td>
<td valign="middle" align="center">27~39</td>
<td valign="middle" align="center">0.2~0.7</td>
</tr>
<tr>
<td valign="middle" align="left">Model</td>
<td valign="middle" align="center">IV</td>
<td valign="middle" align="center">21.00</td>
<td valign="middle" align="center">2.87</td>
<td valign="middle" align="center">0.317</td>
<td valign="middle" align="center">31.00</td>
<td valign="middle" align="center">0.367</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s3_4">
<label>3.4</label>
<title>Parameter calibration</title>
<p>Before using FDEM to simulate tunnel excavation, it is necessary to calibrate the calculation parameters. Previous studies pointed out that parameter calibration can be conducted by comparing the results of numerical simulation with those of laboratory uniaxial compression and Brazilian splitting test (<xref ref-type="bibr" rid="B27">Tatone and Grasselli, 2015</xref>). When the failure mode, strength value, elastic modulus, Poisson&#x2019;s ratio and stress-strain curve obtained by simulation are consistent with those obtained by laboratory test or the deviation is within a certain range, It is deemed that this set of input parameters used in the simulation is reasonable. At the same time, this also implies that the final parameter calibration results are not unique, allowing the relevant parameters to have a range of adjustment, within which the simulation results and laboratory results can be well consistent.</p>
<p>The calculation parameters of FDEM can be divided into four categories: (1) calculation control parameters, such as calculation time step <inline-formula>
<mml:math display="inline" id="im33">
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>; (2) triangle element parameters, including elastic modulus <inline-formula>
<mml:math display="inline" id="im34">
<mml:mi>E</mml:mi>
</mml:math>
</inline-formula>, Poisson&#x2019;s ratio <inline-formula>
<mml:math display="inline" id="im35">
<mml:mi>&#x3bd;</mml:mi>
</mml:math>
</inline-formula>, material density <inline-formula>
<mml:math display="inline" id="im36">
<mml:mi>&#x3c1;</mml:mi>
</mml:math>
</inline-formula>; (3) Parameters of quadrilateral joint elements, including cohesive force <inline-formula>
<mml:math display="inline" id="im37">
<mml:mi>c</mml:mi>
</mml:math>
</inline-formula>, internal friction angle <inline-formula>
<mml:math display="inline" id="im38">
<mml:mi>&#x3c6;</mml:mi>
</mml:math>
</inline-formula>, tensile strength <inline-formula>
<mml:math display="inline" id="im39">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, Mode I fracture energy <inline-formula>
<mml:math display="inline" id="im40">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mtext>I</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and Mode II fracture energy <inline-formula>
<mml:math display="inline" id="im41">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mtext>II</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>; (4) Contact parameters of triangular element, including normal contact penalty <inline-formula>
<mml:math display="inline" id="im42">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, tangential contact penalty <inline-formula>
<mml:math display="inline" id="im43">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and fracture penalty <inline-formula>
<mml:math display="inline" id="im44">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Among these parameters, the macroscopic parameters (such as elastic modulus <inline-formula>
<mml:math display="inline" id="im45">
<mml:mi>E</mml:mi>
</mml:math>
</inline-formula>, Poisson&#x2019;s ratio <inline-formula>
<mml:math display="inline" id="im46">
<mml:mi>&#x3bd;</mml:mi>
</mml:math>
</inline-formula>, density <inline-formula>
<mml:math display="inline" id="im47">
<mml:mi>&#x3c1;</mml:mi>
</mml:math>
</inline-formula>, cohesive force <inline-formula>
<mml:math display="inline" id="im48">
<mml:mi>c</mml:mi>
</mml:math>
</inline-formula>, internal friction angle <inline-formula>
<mml:math display="inline" id="im49">
<mml:mi>&#x3c6;</mml:mi>
</mml:math>
</inline-formula>, and tensile strength <inline-formula>
<mml:math display="inline" id="im50">
<mml:mrow>
<mml:msub>
<mml:mi>f</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) directly utilize values obtained from laboratory tests (<xref ref-type="bibr" rid="B16">Liu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B4">Deng et&#xa0;al., 2022</xref>). The contact parameters define the contact stiffness between finite elements and control the limit distance of embeddedness and slip between elements. By setting a high penalty value, the tip deformation of joint elements and relative displacement between contact pairs can be effectively reduced, thereby improving the calculation accuracy. However, to ensure calculation stability, a small-time step should be selected, which will increase the computational workload dramatically. It has been founded that when <inline-formula>
<mml:math display="inline" id="im51">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im52">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are set to 1 times the elastic modulus, and <inline-formula>
<mml:math display="inline" id="im53">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is set to 100 times the elastic modulus, a good balance between calculation accuracy and cost can be achieved, and the simulation results can be ideally obtained (<xref ref-type="bibr" rid="B34">Yan et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B30">Wang et&#xa0;al., 2022</xref>). Based on the above parameters, the values of fracture energy <inline-formula>
<mml:math display="inline" id="im54">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mtext>I</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im55">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mtext>II</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are adjusted constantly, and the simulation results are compared with the laboratory and theoretical results. Finally, the input parameters of the tunnel model are determined as shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>. The numerical model is calculated using MultiFracS, which is a FDEM software developed by Chengzeng Yan (<xref ref-type="bibr" rid="B34">Yan et&#xa0;al., 2021</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Calculation parameters of the tunnel model.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Parameter</th>
<th valign="middle" align="center">Value</th>
<th valign="middle" align="center">Parameter</th>
<th valign="middle" align="center">Value</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">Density (kg/m&#xb3;)</td>
<td valign="middle" align="center">2,100</td>
<td valign="middle" align="center">Mode I fracture energy (J/m<sup>2</sup>)</td>
<td valign="middle" align="center">325</td>
</tr>
<tr>
<td valign="middle" align="center">Elastic modulus (GPa)</td>
<td valign="middle" align="center">2.87</td>
<td valign="middle" align="center">Mode II fracture energy (J/m<sup>2</sup>)</td>
<td valign="middle" align="center">1,250</td>
</tr>
<tr>
<td valign="middle" align="center">Poisson&#x2019;s ratio</td>
<td valign="middle" align="center">0.317</td>
<td valign="middle" align="center">Fracture penalty (GPa)</td>
<td valign="middle" align="center">287</td>
</tr>
<tr>
<td valign="middle" align="center">Internal friction angle (&#xb0;)</td>
<td valign="middle" align="center">31</td>
<td valign="middle" align="center">Normal contact penalty (GPa)</td>
<td valign="middle" align="center">2.87</td>
</tr>
<tr>
<td valign="middle" align="center">Cohesive force (MPa)</td>
<td valign="middle" align="center">0.367</td>
<td valign="middle" align="center">Tangential contact penalty (GPa/m)</td>
<td valign="middle" align="center">2.87</td>
</tr>
<tr>
<td valign="middle" align="center">Tensile strength (MPa)</td>
<td valign="middle" align="center">0.4</td>
<td valign="middle" align="center">Time step size (s)</td>
<td valign="middle" align="center">2&#xd7;10<sup>&#x2212;6</sup>
</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="s4">
<label>4</label>
<title>Failure process of tunnel after excavation</title>
<sec id="s4_1">
<label>4.1</label>
<title>Failure process of tunnel after excavation under gravity stress field</title>
<sec id="s4_1_1">
<label>4.1.1</label>
<title>Distribution of maximum principal stress</title>
<p>After the excavation of the tunnel, the maximum principal stress of surrounding rock is approximately symmetrical, and the maximum value appears at the vault, inflected arch and side wall. <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6A</bold>
</xref> illustrates the distribution of the maximum principal stress of the model after geostress equilibrium. As a whole, the tunnel model is under pressure, and the maximum principal stress is approximately linear along the depth direction. After tunnel excavation, the surrounding rock is affected by excavation unloading effect, and the value of the maximum principal stress around the excavated section is greatly reduced, as shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6B</bold>
</xref>. The far end of the excavated section is less affected, and the maximum principal stress does not change. With the continuous action of the excavation disturbance, the stress disturbance area radiates annular from the excavation section. And the stress above and below the tunnel excavation section is symmetrical, as is the stress on the left and right sides, as shown in <xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6C</bold>
</xref>. At the 20,000th time step after tunnel excavation, the surrounding rock reaches the strength limit, and a crack germinates from the arch foot of the tunnel section. Meanwhile, the crack propagation in turn affects the distribution of the maximum principal stress, resulting in the stress concentration near the crack tip. The stress concentration phenomenon will induce the crack to continue to develop, so that the crack continues to expand to the deep of the rock mass (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6D</bold>
</xref>), and the location of the maximum principal stress concentration also moves to the deep of the rock mass simultaneously. Finally, the model is calculated to be convergent, cracks fully develop and expand, large deformation occurs on both sides of the spandrel, collapse happens at the vault, slight uplift occurs in the inflected arch, and tension areas are formed in the vault and inflected arch (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6E</bold>
</xref>). At this time, the maximum principal stress distribution tends to be stable, and the maximum principal stress is still symmetrically distributed about the center line of tunnel with the phenomenon of stress concentration.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Nephogram of maximum principal stress of tunnel after excavation under gravity stress field. <bold>(A)</bold> Geostress equilibrium. <bold>(B)</bold> 10,000 time steps. <bold>(C)</bold> 20,000 time steps. <bold>(D)</bold> 110,000 time steps. <bold>(E)</bold> 300,000 time steps.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g006.tif"/>
</fig>
</sec>
<sec id="s4_1_2">
<label>4.1.2</label>
<title>Analysis of deformation process of surrounding rock after excavation</title>
<p>After excavation, the stress of rock mass in the tunnel is released, and the radial compressive stress provided by the rock mass in the cavern disappears, resulting in the surrounding rock to transition from a state of two-direction compressive stress to unidirectional compressive stress. And the stress borne by the rock mass in the cavern is transferred to the surrounding rock, causing the increase of tangential stress in the surrounding rock. In essence, tunnel excavation is a process in which tangential pressure of surrounding rock increases and radial pressure decreases. The surrounding rock breaks when the tangential stress exceeds the compressive strength corresponding to the radial stress. During the failure process after excavation, cracks and spalling occur on both sides of the side wall first, the fracture zone develops along the radial direction, and cracks extend and develop on both sides of the cavern (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7A</bold>
</xref>). Subsequently, the cracks continued to grow at the spandrel and intersected at the vault, resulting in settlement deformation of the vault with significant collapse (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7B</bold>
</xref>). Eventually, the surrounding rock breaks and expands, and the rock mass moves toward the center of the cavern, causing the deformation of the tunnel section and the reduction of the area.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>Deformation process of surrounding rock after excavation. <bold>(A)</bold> Radial convergent deformation of both side walls. <bold>(B)</bold> Large spandrel deformation and vault collapse.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g007.tif"/>
</fig>
</sec>
<sec id="s4_1_3">
<label>4.1.3</label>
<title>Analysis of crack propagation process in surrounding rock</title>
<p>When the tunnel face was excavated, stress concentration occurred at the arch foot of the tunnel, and the crack was first generated at this position (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8A</bold>
</xref>). With the advance of tunnel excavation time, the stress concentration near both sides of the side wall intensifies, and the crack continues to expand to the deeper rock mass until the concentrated stress at the crack tip reaches the ultimate equilibrium state. As the whole surrounding rock is in a state of compression, the vertical geostress is much greater than the horizontal geostress, which makes the cracks mainly expand at the side wall, and the cracks are mainly tensile-shear mixed crack (<xref ref-type="fig" rid="f9">
<bold>Figure&#xa0;9</bold>
</xref>), showing a conjugate cross distribution (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8B</bold>
</xref>). After the shear crack has fully extended, the rock mass on both sides of the side wall gradually loosens and falls off, converging and deforming into the cavern. The broken rock blocks extrude each other, causing them to overturn into the cavern. This results in a decrease in stress in the fracture zone, forming a local tensile stress zone. Subsequently, cracks on both sides of the side wall gradually extended to the vault and intersected, causing the vault to collapse (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8C</bold>
</xref>). After tunnel excavation, the failure zone is mainly distributed in the spandrel, taking on an inverted V shape. Tensile cracks are the primary cracks in the shallow part of the surrounding rock, while shear cracks are the primary cracks in the deep. The conjugate shear angle gradually decreases and annihilates in the deep part.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Crack propagation process of surrounding rock after excavation under gravity stress field. <bold>(A)</bold> 30,000 time steps. <bold>(B)</bold> 90,000 time steps. <bold>(C)</bold> 300,000 time steps.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g008.tif"/>
</fig>
<fig id="f9" position="float">
<label>Figure&#xa0;9</label>
<caption>
<p>Variation of the number of cracks in surrounding rock after tunnel excavation under gravity stress field.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g009.tif"/>
</fig>
</sec>
<sec id="s4_1_4">
<label>4.1.4</label>
<title>Comparison of simulation results of FDEM and finite element method</title>
<p>The finite element model with the same mechanical parameters and geometric dimensions as the FDEM model is established to analyze the tunnel stability, in which the surrounding rock adopts the Mohr-Coulomb constitutive model. The plastic zone distribution after tunnel excavation was calculated, and the specific simulation results are presented in <xref ref-type="fig" rid="f10">
<bold>Figure&#xa0;10</bold>
</xref>. By comparing the plastic zone and fracture zone calculated by both methods, it can be observed that the failure location and degree are essentially identical, and the contours of the failure area are in good agreement. This verifies the validity and rationality of FDEM for tunnel stability analysis. Moreover, FDEM successfully simulates the gradual transformation process of the surrounding rock from continuous to discontinuous under the influence of excavation unloading effect. It also reproduces the process of crack germination, propagation, and collapse in the process of tunnel surrounding rock failure after excavation, which is more consistent with the failure mode of tunnel surrounding rock as a discontinuous medium. The simulation results are more realistic, intuitive, and consistent with actual tunnel excavation failure mode.</p>
<fig id="f10" position="float">
<label>Figure&#xa0;10</label>
<caption>
<p>Comparison of simulation results of two methods. <bold>(A)</bold> Plastic zone calculated by finite element method. <bold>(B)</bold> Fracture zone calculated by FDEM.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g010.tif"/>
</fig>
</sec>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>Failure process of tunnel after excavation under geostress field</title>
<sec id="s4_2_1">
<label>4.2.1</label>
<title>Simulation scheme for geostress research</title>
<p>The model of a high-speed railway tunnel with a design speed of 350km/h in IV-level surrounding rock is utilized. The ratio of the uniaxial saturated compressive strength (<inline-formula>
<mml:math display="inline" id="im56">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) of the rock to the maximum initial geostress (<inline-formula>
<mml:math display="inline" id="im57">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) in the vertical axis direction is used to reflect the initial geostress state, in accordance with the evaluation standard of the initial geostress state in the Code for Design of Railway Tunnel (<xref ref-type="bibr" rid="B28">TB10003-2016</xref>). Other calculation parameters are held constant, and the <inline-formula>
<mml:math display="inline" id="im58">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> value is varied to 1.5, 3, 4.5, 6, 7.5, and 9, resulting in a total of six working conditions. This is used to simulate three stress states: general stress, high stress, and very high stress.</p>
<p>Based on the engineering geological conditions of the Wufeng Tunnel, Silurian shale has been chosen as the representative rock for the tunnel surrounding rock. The uniaxial saturated compressive strength of the shale has been determined to be 18MPa based on engineering data and serves as the benchmark for calculations. And then the simulated working conditions under various initial geostress are confirmed (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Since the deep buried tunnel is mainly affected by geostress, gravity is not considered in the model. The application method of initial geostress is shown in <xref ref-type="fig" rid="f11">
<bold>Figure&#xa0;11</bold>
</xref>.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Simulation scheme of initial geostress (lateral pressure coefficient=1, <inline-formula>
<mml:math display="inline" id="im59">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>x</mml:mi>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mi>y</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Geostress state</th>
<th valign="middle" colspan="2" align="center">Very high stress</th>
<th valign="middle" colspan="2" align="center">High stress</th>
<th valign="middle" colspan="2" align="center">General stress</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">R<sub>c</sub>/&#x3c3;<sub>max</sub>
</td>
<td valign="middle" align="center">1.5</td>
<td valign="middle" align="center">3</td>
<td valign="middle" align="center">4.5</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">7.5</td>
<td valign="middle" align="center">9</td>
</tr>
<tr>
<td valign="middle" align="left">&#x3c3;<sub>x</sub>&#x3001;&#x3c3;<sub>y</sub>/MPa</td>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">4.8</td>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">2</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f11" position="float">
<label>Figure&#xa0;11</label>
<caption>
<p>Schematic diagram of initial geostress field of tunnel.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g011.tif"/>
</fig>
</sec>
<sec id="s4_2_2">
<label>4.2.2</label>
<title>Distribution of maximum principal stress</title>
<p>Three different conditions of geostress were chosen for analysis: general <inline-formula>
<mml:math display="inline" id="im63">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>9</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, high <inline-formula>
<mml:math display="inline" id="im64">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, and very high <inline-formula>
<mml:math display="inline" id="im65">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. The simulation results are presented in <xref ref-type="fig" rid="f12">
<bold>Figure&#xa0;12</bold>
</xref>. When the geostress is low (<xref ref-type="fig" rid="f12">
<bold>Figure&#xa0;12A</bold>
</xref>), the tunnel&#x2019;s surrounding rock can maintain a stable state following excavation, and the tension area is limited to within 2 meters near the tunnel section. Meanwhile, the excavation&#x2019;s disturbance does not propagate deep into the surrounding rock, resulting in a small stress disturbance area. When <inline-formula>
<mml:math display="inline" id="im66">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="f12">
<bold>Figure&#xa0;12B</bold>
</xref>), the surrounding rock collapses, causing the tunnel&#x2019;s critical stable section to shift deeper. The distribution range of the tension zone increases to twice the tunnel diameter, and the stress disturbance zone caused by excavation forms an obvious evenly-distributed ring. When the geostress reaches a very high state (<inline-formula>
<mml:math display="inline" id="im67">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>, <xref ref-type="fig" rid="f12">
<bold>Figure&#xa0;12C</bold>
</xref>), the collapse range of the surrounding rock is further expanded, and the distribution range of the tension zone extends to three times the diameter of the tunnel. The stress disturbance caused by excavation also spreads to the boundary of the model. In conclusion, under a geostress field with a lateral pressure coefficient of 1, the stress value of the surrounding rock near the excavation section will sharply drop after excavation. The tension zone will appear near the excavation section, and the stress disturbance zone will be distributed annularly around the contour surface of the cavern. Then the surrounding rock stress gradually transition from tensile stress in shallow part to the original stress in deep part of tunnel face. Compared with the simulation results of gravity stress field, the maximum principal stress distribution in geostress field does not exhibit an obvious stress concentration phenomenon.</p>
<fig id="f12" position="float">
<label>Figure&#xa0;12</label>
<caption>
<p>Maximum principal stress distribution of the tunnel after excavation under different geostress fields. <bold>(A)</bold> <italic>R<sub>c</sub>
</italic> / <italic>&#x3c3;</italic>
<sub>max</sub> = 9. <bold>(B)</bold> <italic>R<sub>c</sub>
</italic> / <italic>&#x3c3;</italic>
<sub>max</sub> = 6. <bold>(C)</bold> <italic>R<sub>c</sub>
</italic> / <italic>&#x3c3;</italic>
<sub>max</sub> = 3.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g012.tif"/>
</fig>
</sec>
<sec id="s4_2_3">
<label>4.2.3</label>
<title>Analysis of deformation process of surrounding rock under geostress field</title>
<p>The working condition with high geostress (<inline-formula>
<mml:math display="inline" id="im68">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) was selected for analysis, and the simulation results are presented in <xref ref-type="fig" rid="f13">
<bold>Figure&#xa0;13</bold>
</xref>. Following tunnel excavation, failure occurred around the tunnel face, and the overall failure form was circular. Initially, cracking and loosening occurred in the vault, side wall and inflected arch, and the fracture area gradually developed to the depth of surrounding rock (<xref ref-type="fig" rid="f13">
<bold>Figure&#xa0;13A</bold>
</xref>). The volume of rock block produced by shear crack cutting in deep surrounding rock increases gradually. Additionally, the deep crushed rock compresses the shallow rock, making the shallow rock turn over to the cavern (<xref ref-type="fig" rid="f13">
<bold>Figure&#xa0;13B</bold>
</xref>). The large overturning movement of rock blocks and the contact non-occlusion between the blocks make the surrounding rock produce the large deformation of crushing expansion in meter scale. Compared to the failure mode under the gravity stress field, the failure of the surrounding rock under the geostress field is influenced by both horizontal and vertical compressive stresses. There was significant uplift in the inflected arch and extensive collapse in the vault. Moreover, the failure zone of the surrounding rock exhibits no apparent directional preference. These observations suggest that the horizontal geostress plays a critical role in determining both the failure mode and the extent of surrounding rock.</p>
<fig id="f13" position="float">
<label>Figure&#xa0;13</label>
<caption>
<p>Displacement nephogram of surrounding rock under high geostress. <bold>(A)</bold> Surrounding rock begins to break. <bold>(B)</bold> Inflected arch uplift and vault collapse.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g013.tif"/>
</fig>
</sec>
<sec id="s4_2_4">
<label>4.2.4</label>
<title>Crack propagation process of surrounding rock after excavation under geostress field</title>
<p>High geostress (<inline-formula>
<mml:math display="inline" id="im69">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
<mml:mo stretchy="false">/</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>=</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) is selected for analysis. The simulation results demonstrate that the cracks produced due to tunnel excavation are primarily tensile-shear mixed crack, followed by shear cracks and a small proportion of tensile cracks. The overall distribution pattern of cracks appears to be annular and conjugate, with a higher density of cracks observed near the excavation section and a lower density in the deep surrounding rock. After the tunnel excavation, cracks appear in the shallow part of the surrounding rock due to the action of both vertical and horizontal geostress. These cracks are mainly tensile-shear mixed crack (<xref ref-type="fig" rid="f14">
<bold>Figure&#xa0;14A</bold>
</xref>). Subsequently, the cracks progressively extend to the depth of surrounding rock, with the maximum propagation depth being 30.4&#xa0;m, approximately twice the tunnel&#x2019;s equivalent diameter. The cracks observed in the deeper surrounding rock are mainly shear cracks, exhibiting a distinct conjugate distribution pattern (<xref ref-type="fig" rid="f14">
<bold>Figure&#xa0;14B</bold>
</xref>). Eventually, the shear angle of the crack decreases gradually and becomes annihilated along the depth direction, which leads to the cessation of failure of the surrounding rock.</p>
<fig id="f14" position="float">
<label>Figure&#xa0;14</label>
<caption>
<p>Crack distribution of surrounding rock under high geostress. <bold>(A)</bold> 12,000 time steps. <bold>(B)</bold> 36,000 time steps.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g014.tif"/>
</fig>
</sec>
<sec id="s4_2_5">
<label>4.2.5</label>
<title>Comparison of tunnel failure conditions after excavation under different geostress fields</title>
<p>
<xref ref-type="fig" rid="f15">
<bold>Figure&#xa0;15</bold>
</xref> illustrates the failure of the surrounding rock after excavation under six different geostress conditions. It is observed that only at a geostress of 2 MPa, the surrounding rock can maintain the stability. Under all other conditions, the tunnel experiences deformations at the meter-level after excavation, and large deformations occur under very high geostress conditions. This emphasizes the critical role of the stress state of the tunnel in maintaining the stability of the surrounding rock. When the geostress is 2 MPa (<xref ref-type="fig" rid="f15">
<bold>Figure&#xa0;15A</bold>
</xref>), the displacement of the surrounding rock after excavation is limited to the millimeter level, indicating robust tunnel stability. It is noteworthy that the maximum displacement of the surrounding rock is concentrated at the vault and inflected arch, whereas the maximum displacement of the tunnel after excavation under the gravity stress field is generated in both sides of the side wall. This is due to the presence of horizontal geostress that alter the stress state of the cavern. Therefore, when the tunnel is located in an engineering rock mass with a significant geostress field, special attention should be paid to the stress on the vault and inflected arch during the design and construction process. As the geostress increases to 4 MPa (<xref ref-type="fig" rid="f15">
<bold>Figure&#xa0;15B</bold>
</xref>), the surrounding rock begins to collapse in the shallow section, with the failure area distributed evenly around the cavern contour, and the maximum failure depth reaching 7.4&#xa0;m. When the geostress gradually increases to 4.8MPa and 6MPa (high geostress), the failure zone begins to propagate to the depth of the surrounding rock. The deep broken rock began to extrude the shallow rock, forcing the shallow rock to overturn to the cavern. The maximum depth of the corresponding failure zone reaches 16m and 25m respectively (<xref ref-type="fig" rid="f15">
<bold>Figures&#xa0;15C, D</bold>
</xref>). Under very high geostress (<xref ref-type="fig" rid="f15">
<bold>Figures&#xa0;15E, F</bold>
</xref>), the failure zone of surrounding rock further radiates outward, and the maximum depth of the failure zone under 8MPa and 12MPa conditions reaches 31 meters and 42 meters respectively. Meanwhile, the surrounding rock at the excavated section is more broken, and loose and collapsed rock blocks jam the entire tunnel face.</p>
<fig id="f15" position="float">
<label>Figure&#xa0;15</label>
<caption>
<p>Failure of the tunnel after excavation under different geostress fields. <bold>(A)</bold> 2MPa. <bold>(B)</bold> 4MPa. <bold>(C)</bold> 4.8MPa. <bold>(D)</bold> 6MPa. <bold>(E)</bold> 8MPa. <bold>(F)</bold> 12MPa.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g015.tif"/>
</fig>
<p>In general, the IV-level surrounding rock can maintain a certain stability after excavation under general geostress conditions. However, as geostress increases, a failure zone appears around the excavation section and gradually develops deeper into the surrounding rock. At very high geostress conditions, the failure zone can extend more than three times of the tunnel diameter. At this point, the rock generated from collapse completely blocks the cavern, resulting in the overall collapse and destabilization of the tunnel.</p>
</sec>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Influence law of geostress on surrounding rock pressure design value</title>
<p>The determination of surrounding rock pressure is a fundamental problem in tunnel engineering. The calculation theory for this problem has gone through three stages: classical pressure theory, loose media pressure theory, and elastic-plastic pressure theory. Despite numerous achievements made by scholars in this field, the calculation method for surrounding rock pressure still has limitations due to the complexity and randomness of rock mass properties, geostress, boundary conditions, and construction methods. When using the traditional safety factor method for design, only the most unfavorable situation of surrounding rock pressure needs to be found (<xref ref-type="bibr" rid="B32">Xiao, 2020</xref>). Therefore, this paper proposes using the design value of surrounding rock pressure as the design support force to solve the problem that the actual surrounding rock pressure is difficult to determine. Additionally, this paper analyzes the impact of geostress on the design value of surrounding rock pressure.</p>
<sec id="s5_1">
<label>5.1</label>
<title>Calculation method of surrounding rock pressure design value</title>
<sec id="s5_1_1">
<label>5.1.1</label>
<title>Calculation principle</title>
<p>Based on the strength reduction method, the FDEM is utilized to determine the required minimum supporting force for maintaining the equilibrium of the failure zone of the surrounding rock at the tunnel vault. Then 1.4 times of the minimum supporting force is taken as the design value of surrounding rock pressure. <xref ref-type="fig" rid="f16">
<bold>Figure&#xa0;16</bold>
</xref> shows the schematic diagram of the calculation principle of the design value of surrounding rock pressure. The specific steps are as follows:</p>
<fig id="f16" position="float">
<label>Figure&#xa0;16</label>
<caption>
<p>Schematic diagram of calculation principle of surrounding rock pressure design value.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g016.tif"/>
</fig>
<p>(1) A numerical model of FDEM is established. Considering the weakening effect of groundwater, joint surface and other factors on the strength of surrounding rock, the strength of mechanical parameter of surrounding rock is reduced, and the reduction coefficient is generally 1.15 (<xref ref-type="bibr" rid="B32">Xiao, 2020</xref>). After the tunnel excavation, the model is calculated to converge, and the crack zone and failure zone of the surrounding rock are computed separately.</p>
<p>(2) The gravity of surrounding rock failure zone within the span of the cavern is calculated, and it is equivalent to the uniform load <inline-formula>
<mml:math display="inline" id="im70">
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> along the span direction.</p>
<p>(3) Following the tunnel model described in (1) an excavation simulation is again conducted. Normal supporting force of initial value <inline-formula>
<mml:math display="inline" id="im71">
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is applied to the tunnel section, and the supporting force is gradually adjusted until there is no failure zone around the section. The supporting force is recorded at this point as the minimum supporting force <inline-formula>
<mml:math display="inline" id="im72">
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mrow>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Then, the horizontal load is calculated by multiplying the vertical load <inline-formula>
<mml:math display="inline" id="im73">
<mml:mrow>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mrow>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> with the lateral pressure coefficient.</p>
<p>(4) The design value <inline-formula>
<mml:math display="inline" id="im74">
<mml:mi>q</mml:mi>
</mml:math>
</inline-formula> of the surrounding rock pressure is determined by multiplying the minimum supporting force with the safety factor k. k is usually greater than 1.4 and can be adjusted based on factors such as the importance of the engineering project and the degree of deformation control required.</p>
<p>In the above steps, the failure zone is identified based on displacement. When the displacement of the surrounding rock near the excavation section reaches a specific value, it is considered locally unstable and the failure zone is formed. The displacement criterion refers to the allowable relative convergence value around the cavern (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>) in the Technical Code for Engineering of Ground Anchorages and Shotcrete Support (<xref ref-type="bibr" rid="B7">GB50086-2015</xref>). The relative convergence value around the cavern represents the ratio of the measured displacement between two measuring points and the distance between them, or the ratio of the measured displacement of the vault and the span of the tunnel.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>The allowable relative convergence value around the cavern.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">Level of<break/>surrounding rock</th>
<th valign="middle" colspan="3" align="center">The burial depth of the tunnel (m)</th>
</tr>
<tr>
<th valign="middle" align="center">&lt;50</th>
<th valign="middle" align="center">50~300</th>
<th valign="middle" align="center">300~500</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">III</td>
<td valign="middle" align="center">0.10%~0.30%</td>
<td valign="middle" align="center">0.20%~0.50%</td>
<td valign="middle" align="center">0.40%~1.20%</td>
</tr>
<tr>
<td valign="middle" align="left">IV</td>
<td valign="middle" align="center">0.15%~0.50%</td>
<td valign="middle" align="center">0.40%~1.20%</td>
<td valign="middle" align="center">0.80%~2.00%</td>
</tr>
<tr>
<td valign="middle" align="left">V</td>
<td valign="middle" align="center">0.20%~0.80%</td>
<td valign="middle" align="center">0.60%~1.60%</td>
<td valign="middle" align="center">1.00%~3.00%</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s5_1_2">
<label>5.1.2</label>
<title>Calculation of surrounding rock pressure design value</title>
<p>Taking a high-speed railway tunnel with a burial depth of 200m and a design speed of 350km/h in the IV-level surrounding rock as an example, the design value of surrounding rock pressure is calculated. After the tunnel excavation, the equivalent uniform load of gravity of the failure zone in the tunnel vault is calculated as 16kPa. Subsequently, excavation simulation is conducted again, followed by the application of supporting force, and the model is calculated until it converges. Finally, the supporting force is gradually adjusted until the surrounding rock no longer produces a failure zone after excavation.</p>
<p>The simulation results under different supporting forces are shown in <xref ref-type="fig" rid="f17">
<bold>Figure&#xa0;17</bold>
</xref>. When the supporting force is 16kPa (<xref ref-type="fig" rid="f17">
<bold>Figure&#xa0;17A</bold>
</xref>), the simulation results show that when the supporting force is small, the cracks will intersect at the tunnel vault, and the side walls on both sides will converge and deform towards the cavern. The surrounding rock around the cavern will collapse, and the excavation disturbance area will be large. With 25kPa supporting force applied (<xref ref-type="fig" rid="f17">
<bold>Figure&#xa0;17B</bold>
</xref>), the excavation disturbance area decreases significantly. Although cracks still appear at the vault and intersect at the right spandrel, no rock falls off from the rock mass. When the supporting force increases to 54kPa (<xref ref-type="fig" rid="f17">
<bold>Figure&#xa0;17C</bold>
</xref>), the excavation disturbance area is concentrated in a smaller region around the cavern. The cracks in the surrounding rock decreased obviously and mainly concentrated on both sides of the side wall. The cracks do not intersect at the vault, which remains stable, and no rock spalling occurs on both sides of the side wall. The relative convergence value of the tunnel is 0.99%, and the tunnel remains stable. Subsequently, the supporting force continues to increase, but the relative convergence value of the tunnel remains stable at about 1% (<xref ref-type="fig" rid="f18">
<bold>Figure&#xa0;18</bold>
</xref>), meeting the requirements of surrounding rock stability. Therefore, 54kPa is the minimum supporting force required for the high-speed railway tunnel.</p>
<fig id="f17" position="float">
<label>Figure&#xa0;17</label>
<caption>
<p>Deformation of cavern with different supporting forces. <bold>(A)</bold> 16kPa. <bold>(B)</bold> 25kPa. <bold>(C)</bold> 54kPa.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g017.tif"/>
</fig>
<fig id="f18" position="float">
<label>Figure&#xa0;18</label>
<caption>
<p>Variation curve of relative convergence value of tunnel under different supporting forces.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g018.tif"/>
</fig>
</sec>
<sec id="s5_1_3">
<label>5.1.3</label>
<title>Validity verification of calculation results</title>
<p>When the buried depth of the tunnel is no less than 10 ~ 15 times of the tunnel diameter, the formula for calculating the surrounding rock pressure is as follows for surrounding rock that conforms to the Mohr-Coulomb yielding criteria (<xref ref-type="bibr" rid="B2">Cai, 2002</xref>).</p>
<p>Vertical uniform load:</p>
<disp-formula>
<label>(10)</label>
<mml:math display="block" id="M10">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>=</mml:mo>
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<mml:mi>a</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<p>Horizontal uniform load:</p>
<disp-formula>
<label>(11)</label>
<mml:math display="block" id="M11">
<mml:mrow>
<mml:mi>e</mml:mi>
<mml:mo>=</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>q</mml:mi>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula>
<label>(12)</label>
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<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
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<mml:mo>=</mml:mo>
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<mml:mn>0</mml:mn>
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</mml:mrow>
<mml:mo>}</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
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<mml:mo>&#xd7;</mml:mo>
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<mml:mo>&#x2212;</mml:mo>
<mml:mi>sin</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mn>2</mml:mn>
<mml:mi>&#x3b8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo stretchy="false">[</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo stretchy="false">(</mml:mo>
<mml:mn>1</mml:mn>
<mml:mo>+</mml:mo>
<mml:mi>&#x3bb;</mml:mi>
<mml:mo stretchy="false">)</mml:mo>
<mml:mo>+</mml:mo>
<mml:mn>2</mml:mn>
<mml:mi>c</mml:mi>
<mml:mi>cot</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
<mml:mo stretchy="false">]</mml:mo>
</mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mi>&#x3c6;</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>}</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<p>where, <inline-formula>
<mml:math display="inline" id="im75">
<mml:mi>&#x3b3;</mml:mi>
</mml:math>
</inline-formula> is the volumetric weight of surrounding rock; <inline-formula>
<mml:math display="inline" id="im76">
<mml:mi>&#x3bb;</mml:mi>
</mml:math>
</inline-formula> is the lateral pressure coefficient of surrounding rock; <inline-formula>
<mml:math display="inline" id="im77">
<mml:mi>&#x3b1;</mml:mi>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im78">
<mml:mi>&#x3b2;</mml:mi>
</mml:math>
</inline-formula> are the adjustment coefficients of surrounding rock pressure at the arch and side of the tunnel respectively; and <inline-formula>
<mml:math display="inline" id="im79">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>p</mml:mi>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the radius of the tunnel plastic zone at 45&#xb0; when the supporting force <inline-formula>
<mml:math display="inline" id="im80">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> =0. <inline-formula>
<mml:math display="inline" id="im81">
<mml:mrow>
<mml:msub>
<mml:mi>p</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula>
<mml:math display="inline" id="im82">
<mml:mi>c</mml:mi>
</mml:math>
</inline-formula>, and <inline-formula>
<mml:math display="inline" id="im83">
<mml:mi>&#x3c6;</mml:mi>
</mml:math>
</inline-formula> represent the initial stress, cohesive force, and internal friction angle of the surrounding rock respectively. <inline-formula>
<mml:math display="inline" id="im84">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula> is the included angle with the horizontal axis of the tunnel; <inline-formula>
<mml:math display="inline" id="im85">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the radius of tunnel. If the section is not circular, the radius of the outer circle of the tunnel section is taken. <inline-formula>
<mml:math display="inline" id="im86">
<mml:mi>a</mml:mi>
</mml:math>
</inline-formula> is the distance from the center of the outer circle of the tunnel section to the tunnel excavation face in the direction of 45&#xb0;.</p>
<p>When applying the aforementioned theoretical formula to resolve the surrounding rock pressure, the outer circle of tunnel section should be taken as the equivalent circular tunnel first. Subsequently, the theoretical solution for the plastic zone of the equivalent circular tunnel is computed, along with the determination of the depth of the plastic zone in the 45&#xb0; direction. The gravitational force exerted by the surrounding rock within this depth range serves as the fundamental value of the surrounding rock pressure at the top of the tunnel. Ultimately, the approximate value of the surrounding rock pressure is obtained by multiplying the fundamental value by the adjustment coefficient.</p>
<p>The relevant parameters of the tunnel model in Section 5.1.2 are applied to equations (10) and (12), resulting in the calculation of a surrounding rock pressure of 62 kPa at the top of the tunnel. Although slightly higher than the minimum supporting force determined by the FDEM method in Section 5.1.2, the two values are close. The differences in the calculation results between the two methods are primarily attributed to the parameter related to the importance of the tunnel, which is the adjustment coefficient in the theoretical formula, as well as the allowable relative convergence value around the cavern in the FDEM-based calculation method. When the allowable relative convergence value is set to 0.75%, the calculation results from both methods can be equal (<xref ref-type="fig" rid="f18">
<bold>Figure&#xa0;18</bold>
</xref>). Therefore, it is important to select an appropriate allowable relative convergence value based on the significance of the tunnel. This finding further validates the accuracy of the FDEM-based calculation method for determining the design value of surrounding rock pressure. Moreover, it should be noted that the theoretical formula can solely provide the surrounding rock pressure for a circular tunnel in a homogeneous stratum, whereas the FDEM-based approach allows for the determination of the design value of surrounding rock pressure under complex section and surrounding rock conditions.</p>
</sec>
</sec>
<sec id="s5_2">
<label>5.2</label>
<title>Analysis of the design value of surrounding rock pressure under varied geostress</title>
<sec id="s5_2_1">
<label>5.2.1</label>
<title>Calculation of design value of surrounding rock pressure under varied geostress</title>
<p>The calculation method, based on FDEM as proposed in Section 5.1, was utilized for the calculations. <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref> presents the calculation results for the design values of surrounding rock pressure of the high-speed railway tunnel with a design speed of 350km/h in the IV-level surrounding rock, considering various geostress. It should be noted that the safety factor &#x201c;k&#x201d; in the table is maintained at 1.4.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>Calculation results of design values of surrounding rock pressure under various geostress.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Geostress<break/>&#x3c3;<sub>x</sub>&#x3001;&#x3c3;<sub>y</sub> (MPa)</th>
<th valign="middle" align="center">Equivalent uniform load (kPa)</th>
<th valign="middle" align="center">Minimum supporting force(kPa)</th>
<th valign="middle" align="center">Design value of surrounding rock pressure (kPa)</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">2</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
<td valign="middle" align="center">0</td>
</tr>
<tr>
<td valign="middle" align="center">4</td>
<td valign="middle" align="center">18</td>
<td valign="middle" align="center">35</td>
<td valign="middle" align="center">49</td>
</tr>
<tr>
<td valign="middle" align="center">4.8</td>
<td valign="middle" align="center">37</td>
<td valign="middle" align="center">65</td>
<td valign="middle" align="center">91</td>
</tr>
<tr>
<td valign="middle" align="center">6</td>
<td valign="middle" align="center">56</td>
<td valign="middle" align="center">110</td>
<td valign="middle" align="center">154</td>
</tr>
<tr>
<td valign="middle" align="center">8</td>
<td valign="middle" align="center">113</td>
<td valign="middle" align="center">320</td>
<td valign="middle" align="center">448</td>
</tr>
<tr>
<td valign="middle" align="center">12</td>
<td valign="middle" align="center">275</td>
<td valign="middle" align="center">920</td>
<td valign="middle" align="center">1,288</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s5_2_2">
<label>5.2.2</label>
<title>Analysis of calculation results of design values of surrounding rock pressure under varied geostress</title>
<p>Based on the calculation results of the design value of surrounding rock pressure, it is evident that engineering support measures need to be implemented in all five working conditions, except when the geostress is 2MPa, in order to meet the design requirements. As depicted in <xref ref-type="fig" rid="f19">
<bold>Figure&#xa0;19</bold>
</xref>, it can be observed that the equivalent uniform load, the minimum supporting force, and the design value of surrounding rock pressure exhibit a significant increase with the augmentation of geostress. Specifically, when the geostress varies from 2MPa to 12MPa, the corresponding equivalent uniform load ranges from 18KPa to 275KPa, the minimum supporting force escalates from 35KPa to 920KPa, and the design value of surrounding rock pressure rises from 49KPa to 1288KPa. The curve that represents the design value of the surrounding rock pressure in response to geostress approximately conforms to the quadratic function relation. By fitting the formula, the equation <inline-formula>
<mml:math display="inline" id="im87">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>14.0637</mml:mn>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>68.5260</mml:mn>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>+</mml:mo>
<mml:mn>85.8181</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> is derived. Notably, all three indicators steadily increase in the general and high geostress stages but sharply increase in the very high geostress stage. Moreover, the curve that illustrates the design value of the surrounding rock pressure shows obvious nonlinearity. This is because under extreme geostress conditions, the tunnel&#x2019;s surrounding rock generally approaches the limit state. This results in a severe stress-release phenomenon after tunnel excavation, leading to a broad distribution of surrounding rock failure areas. To control the destabilization and collapse of the large-scale failure area, significant supporting force is necessary.</p>
<fig id="f19" position="float">
<label>Figure&#xa0;19</label>
<caption>
<p>The variation curves of equivalent uniform load, minimum supporting force, and design values of surrounding rock pressure under different geostress.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g019.tif"/>
</fig>
<p>Additionally, it should be noted that there is an approximate linear relationship between the minimum supporting force and the equivalent uniform load (<xref ref-type="fig" rid="f20">
<bold>Figure&#xa0;20</bold>
</xref>), and the corresponding fitting formula is <inline-formula>
<mml:math display="inline" id="im88">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>3.1473</mml:mn>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>12.5888</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. This supporting force can restrict the deformation of the surrounding rock of the tunnel after excavation to a small scale and ensure the integrity of the tunnel section. This calculation result also proves the correctness and reasonableness of computing the design value of the surrounding rock pressure based on the equivalent uniform load of the surrounding rock gravity in the failure zone within the cavern span.</p>
<fig id="f20" position="float">
<label>Figure&#xa0;20</label>
<caption>
<p>The variation curve of design value of surrounding rock pressure with respect to equivalent uniform load.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fevo-11-1237250-g020.tif"/>
</fig>
<p>In summary, geostress directly affects the design value of the surrounding rock pressure of tunnels, particularly under very high geostress. An obvious correlation exists between the minimum supporting force and the equivalent uniform load of the surrounding rock gravity in the failure zone within the cavern span, so the uniform load can be used as the reference value to calculate and verify the final design value of surrounding rock pressure.</p>
</sec>
</sec>
</sec>
<sec id="s6" sec-type="conclusions">
<label>6</label>
<title>Conclusion</title>
<p>In this paper, FDEM is utilized to simulate the failure process of a tunnel after excavation under gravity stress field and geostress field. A method for determining the design value of surrounding rock pressure based on FDEM is proposed by introducing the tunnel displacement criterion. This method is then applied to investigate the influence of geostress on the surrounding rock pressure. The main conclusions of this study are as follows:</p>
<p>(1) For calibrating the calculation parameters of FDEM, the following approach is proposed: The macro parameters in FDEM can be acquired directly from laboratory tests. Contact penalty <inline-formula>
<mml:math display="inline" id="im89">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>n</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im90">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>t</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are set as one times the elastic modulus, while fracture penalty <inline-formula>
<mml:math display="inline" id="im91">
<mml:mrow>
<mml:msub>
<mml:mi>P</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is set as 100 times the elastic modulus. Subsequently, the fracture energy <inline-formula>
<mml:math display="inline" id="im92">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mtext>I</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula>
<mml:math display="inline" id="im93">
<mml:mrow>
<mml:msub>
<mml:mi>G</mml:mi>
<mml:mtext>II</mml:mtext>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are adjusted iteratively until the reasonable calibration result is obtained. This method ensures the rationality of the calibration parameters while significantly expediting the calibration process.</p>
<p>(2) The failure zone and crack zone of the surrounding rock following tunnel excavation under the gravity stress field are mainly distributed in the spandrel and vault. In the geostress field, the failure zone and crack zone of the surrounding rock are distributed in a ring along the tunnel section. In both scenarios, the predominant type of cracks observed is tensile-shear mixed cracks, with shear cracks primarily concentrated at the far end of the section, while tensile cracks are mainly observed in the shallower portion of the section.</p>
<p>(3) A calculation method for determining the design value of surrounding rock pressure based on FDEM is proposed. This method incorporates a displacement criterion to identify the failure zone, followed by an assessment of the stability of the surrounding rock. The reasonableness of this FDEM-based calculation method is verified by comparing its results with those obtained from the theoretical formula for surrounding rock pressure.</p>
<p>(4) Geostress directly impacts the design value of surrounding rock pressure. These two variables follow a quadratic function relationship, namely <inline-formula>
<mml:math display="inline" id="im94">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>14.0637</mml:mn>
<mml:msup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>68.5260</mml:mn>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>+</mml:mo>
<mml:mn>85.8181</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. The design value of surrounding rock pressure and the equivalent uniform load of the surrounding rock gravity of the failure zone within the cavern span exhibit a linear relationship, specifically, <inline-formula>
<mml:math display="inline" id="im95">
<mml:mrow>
<mml:mi>q</mml:mi>
<mml:mo>=</mml:mo>
<mml:mn>3.1473</mml:mn>
<mml:msub>
<mml:mi>q</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>12.5888</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. The equivalent uniform load can serve as a reference value for calculating and verifying the results of the design value of surrounding rock pressure.</p>
</sec>
<sec id="s7" sec-type="data-availability">
<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="s8" sec-type="author-contributions">
<title>Author contributions</title>
<p>Conceptualization, BH and YZ. Methodology, MX, XF, and JY. Investigation, BH, CX and JW. Writing original draft, BH, JW and YZ. Writing &#x2013; review and editing, MX and XF. Funding acquisition, MX, XF and YZ. Resources, XF, YZ and CX. Supervision, Y.Z. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s9" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the National Key Research and Development Program (No. 2021YFB2600404), the Knowledge Innovation Program of Wuhan (No. 2022010801020164), the Youth Innovation Promotion Association, CAS (No. 2021325), the Regional Innovation and Development Joint Fund of the National Natural Science Foundation of China (No. U21A20159) and the National Natural Science Foundation of China (No. 52179117).</p>
</sec>
<sec id="s10" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>Authors MX, JY, CX, and JW were employed by the company China Railway Siyuan Survey and Design Group Co., Ltd.</p>
<p>The remaining 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 id="s11" sec-type="disclaimer">
<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>
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