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<article xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:oasis="http://docs.oasis-open.org/ns/oasis-exchange/table" xml:lang="en" dtd-version="3.0" article-type="research-article">
  <front>
    <journal-meta><journal-id journal-id-type="publisher">MS</journal-id><journal-title-group>
    <journal-title>Mechanical Sciences</journal-title>
    <abbrev-journal-title abbrev-type="publisher">MS</abbrev-journal-title><abbrev-journal-title abbrev-type="nlm-ta">Mech. Sci.</abbrev-journal-title>
  </journal-title-group><issn pub-type="epub">2191-916X</issn><publisher>
    <publisher-name>Copernicus Publications</publisher-name>
    <publisher-loc>Göttingen, Germany</publisher-loc>
  </publisher></journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.5194/ms-16-931-2025</article-id><title-group><article-title>Discrete element method analysis of cutter forces and cutter tooth wear in cutter suction dredgers</article-title><alt-title>Cutter forces and tooth wear in CSD</alt-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Hu</surname><given-names>Yaowei</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Jiang</surname><given-names>Pan</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="no" rid="aff1">
          <name><surname>Cao</surname><given-names>Chenghui</given-names></name>
          
        </contrib>
        <contrib contrib-type="author" corresp="yes" rid="aff2">
          <name><surname>Li</surname><given-names>Hang</given-names></name>
          <email>1336851185@qq.com</email>
        </contrib>
        <aff id="aff1"><label>1</label><institution>School of Transportation and Logistics Engineering, Wuhan University of Technology, Wuhan, 430063, PR China</institution>
        </aff>
        <aff id="aff2"><label>2</label><institution>Wuhan University of Technology, Wuhan, 430063, PR China</institution>
        </aff>
      </contrib-group>
      <author-notes><corresp id="corr1">Hang Li (1336851185@qq.com)</corresp></author-notes><pub-date><day>2</day><month>December</month><year>2025</year></pub-date>
      
      <volume>16</volume>
      <issue>2</issue>
      <fpage>931</fpage><lpage>945</lpage>
      <history>
        <date date-type="received"><day>31</day><month>July</month><year>2025</year></date>
           <date date-type="rev-recd"><day>30</day><month>October</month><year>2025</year></date>
           <date date-type="accepted"><day>4</day><month>November</month><year>2025</year></date>
      </history>
      <permissions>
        <copyright-statement>Copyright: © 2025 Yaowei Hu et al.</copyright-statement>
        <copyright-year>2025</copyright-year>
      <license license-type="open-access"><license-p>This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this licence, visit <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">https://creativecommons.org/licenses/by/4.0/</ext-link></license-p></license></permissions><self-uri xlink:href="https://ms.copernicus.org/articles/ms-16-931-2025.html">This article is available from https://ms.copernicus.org/articles/ms-16-931-2025.html</self-uri><self-uri xlink:href="https://ms.copernicus.org/articles/ms-16-931-2025.pdf">The full text article is available as a PDF file from https://ms.copernicus.org/articles/ms-16-931-2025.pdf</self-uri>
      <abstract><title>Abstract</title>

      <p id="d2e112">During dredging operations, cutter teeth undergo severe mechanical wear due to continuous rock impact and abrasion, significantly reducing operational efficiency and equipment lifespan. This study investigates force distribution and wear mechanisms using a three-dimensional discrete element model developed in EDEM (commercial discrete element method software developed by DEM Solutions, UK), incorporating a bonded-particle rock representation to simulate excavation under varying operational parameters. Simulation results reveal distinct mechanical patterns: cutter teeth located at the hub side experience substantially higher stress concentrations, with wear accumulation approximately 30 times greater than that on the large-ring side. Material loss is most pronounced on the upper surfaces of the teeth. Cutting force increases nonlinearly with traverse speed and decreases with rotational speed, while variations in cutting angle have a minimal effect within the tested range. Systematic analysis identifies the optimal operational regime as a traverse speed of 0.2 m s<sup>−1</sup> combined with a rotational speed of 20 rpm, corresponding to the lowest specific energy consumption. These findings provide a theoretical basis for improving dredger performance through targeted reinforcement of key components, optimization of operational parameters, and predictive maintenance based on quantified wear patterns.</p>
  </abstract>
    </article-meta>
  </front>
<body>
      

<sec id="Ch1.S1" sec-type="intro">
  <label>1</label><title>Introduction</title>
      <p id="d2e136">Dredging engineering is a critical infrastructure component supporting global economic development and socio-environmental sustainability. In the Chinese context, it plays a pivotal role in coastal infrastructure development, particularly in harbor construction, navigational channel maintenance, and ecological remediation projects. The cutter-head system, serving as the core component of cutter suction dredgers (CSDs), determines operational efficiency through its rock-cutting performance. However, prolonged marine and fluvial operations present a significant engineering challenge: continuous rock cutting induces severe structural degradation and abrasive wear on cutter teeth. Empirical observations confirm that wear progression correlates directly with exponential efficiency decline, manifested in increased energy consumption (12 %–18 % per 100 operating hours) and reduced excavation rates. A mechanistic understanding of cutter tooth stress distribution and wear patterns is thus essential for enhancing operational efficiency and optimizing maintenance protocols in modern dredging systems.</p>
      <p id="d2e139">In recent years, research on tool cutting has advanced rapidly. Evans (1965) derived a cutting-force equation by studying the mechanical process of cutting coal rock with cutter teeth; their theoretical model integrated tensile strength with geometric parameters. Miedema (1989) developed a dynamic cutting-force model for water-saturated sandy soils, coupling nonlinear soil–tool interactions with ship motion equations. Their work highlighted the critical impact of wave-cutting force and anchorage system coupling on dredger motion continuity. Abo-Elnor et al. (2004) simulated soil–blade interaction and soil-cutting forces in sandy soil using advanced three-dimensional finite-element analysis. Ibrahmi et al. (2013) applied finite-element analysis to optimize cutter tool design. Huang et al. (2016) conducted numerical simulations of the rock-cutting process using a single conical tooth under deep-well mining conditions. Ouyang et al. (2020) proposed the Crushed Zone Expansion-Induced Tensile Damage (CEIT) model to predict the peak cutting force of cutters. Liu et al. (2023) investigated the effects of deep-sea pressure on cutting force and specific energy in rock breaking using a single gouge pick. Their findings indicated that hydrostatic pressure increases both cutting force and energy requirements, while reducing rock fragment size. Vijayan et al. (2021) examined the influence of shaft size and coupling strength on vibration transmission under shock loads during dredger operation. Yuan et al. (2025) proposed a predictive method based on an improved specific cutting energy model that integrates parameters of the cutting and pumping systems to evaluate the cutting energy efficiency of cutter suction dredgers.</p>
      <p id="d2e142">Due to the inherent fractures and cracks within rock, the discrete element method (DEM) offers effective simulation of geotechnical properties in marine engineering contexts. Kozicki and Donzé (2008) developed open-source software using a discrete material description to study geotechnical materials. Yu and Xia (2012) used DEM to simulate rock samples with two initial cracks at varying angles. Wang and Yin (2020) modeled crushed particles via a substitution method and explored particle crushing effects on caisson foundation behavior. Wang et al. (2024) calibrated coal–rock parameters of a discrete element model through laboratory tests and statistical design to improve the accuracy of coal-cutting simulation. Li et al. (2025) used a discrete element model to investigate how kinematic parameters and rock properties affect the cutting performance and energy consumption of oscillating disk cutters. Li et al. (2021) built a three-dimensional DEM cutting model to evaluate the structure of a reverse-rotating milling machine and compared cutting loads between reverse and single-drum configurations. Nieuwboer et al. (2023) proposed a discrete element method–finite-volume method (DEM–FVM) coupling approach to simulate spills, using a smoothing kernel to map forces and concentrations between discrete and fluid meshes. Ling et al. (2024) used EDEM to study the influence of tool insertion depth, spacing, installation radius, and phase difference on average tool load in disk hob cutting, identifying conditions for minimal specific energy. Song et al. (2022) analyzed the drilling performance of impregnated microbits and discussed the influence of operating parameters on cutting forces and wear characteristics, providing valuable insights into rock-breaking and tool wear mechanisms. Yin et al. (2025) investigated the tooth surface wear behavior of helical gears under mixed elastohydrodynamic lubrication using a modified Archard wear model, which offers a useful reference for wear prediction and energy dissipation analysis in cutting processes. Verhoef (2017) investigated rock properties affecting mechanical cutting and tool wear, validating a predictive model for mechanical excavation. Zhang et al. (2023) developed a DEM-based numerical model for bottom-cutting circular cutters, analyzing the effects of depth of cut, tip width, and cutting angle on wear. Although DEM is widely applied in simulating tool–rock interaction, its application in modeling dredging cutter wear remains relatively underdeveloped.</p>
      <p id="d2e145">This study uses EDEM to establish a cemented particle model of rock, simulates the cutter's dynamic cutting process, and analyzes the wear patterns and forms on different cutter teeth. Through cutter tooth assembly modeling, forces, torque, and specific energy under various working conditions are examined to identify optimal conditions for improving the operational efficiency of CSDs.</p>
</sec>
<sec id="Ch1.S2">
  <label>2</label><title>Three-dimensional modeling of the cutter</title>
      <p id="d2e156">The most complex aspect of three-dimensional cutter modeling is the spatial geometry of the cutter arm. The surface is defined by two contour lines – inner and outer – and their intersection in space determines the cutter arm's profile. This requires transforming the problem into one involving projections in the cutter axis and cutter planes. The structural parameters of the rock-cutting cutter are listed in Table 1.</p>

<table-wrap id="T1" specific-use="star"><label>Table 1</label><caption><p id="d2e162">Structural parameters of the cutter.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Serial</oasis:entry>
         <oasis:entry colname="col2">Parameter name</oasis:entry>
         <oasis:entry colname="col3">Unit</oasis:entry>
         <oasis:entry colname="col4">Parameter</oasis:entry>
         <oasis:entry colname="col5">Parameter</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">number</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4">code</oasis:entry>
         <oasis:entry colname="col5">value</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">1</oasis:entry>
         <oasis:entry colname="col2">Cutter outer diameter</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M2" display="inline"><mml:mi>D</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">1750</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">2</oasis:entry>
         <oasis:entry colname="col2">Large-ring outer diameter</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M3" display="inline"><mml:mi>D</mml:mi></mml:math></inline-formula>1</oasis:entry>
         <oasis:entry colname="col5">1750</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">3</oasis:entry>
         <oasis:entry colname="col2">Large-ring inner diameter</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M4" display="inline"><mml:mi>D</mml:mi></mml:math></inline-formula>2</oasis:entry>
         <oasis:entry colname="col5">1430</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">4</oasis:entry>
         <oasis:entry colname="col2">Large-ring wall thickness</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M5" display="inline"><mml:mi mathvariant="italic">δ</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">90</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">5</oasis:entry>
         <oasis:entry colname="col2">Number of arms</oasis:entry>
         <oasis:entry colname="col3"><inline-formula><mml:math id="M6" display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M7" display="inline"><mml:mi>Z</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">6</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">6</oasis:entry>
         <oasis:entry colname="col2">Height of the apex of the outer contour line of the tool arm</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M8" display="inline"><mml:mi>H</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">1125</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">7</oasis:entry>
         <oasis:entry colname="col2">Cutter arm width</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M9" display="inline"><mml:mi>B</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">315</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">8</oasis:entry>
         <oasis:entry colname="col2">Height of the apex of the inner contour of the tool arm</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M10" display="inline"><mml:mi>h</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">1025</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">9</oasis:entry>
         <oasis:entry colname="col2">Cutter arm mounting angle</oasis:entry>
         <oasis:entry colname="col3">°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M11" display="inline"><mml:mi mathvariant="italic">θ</mml:mi></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">50</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">10</oasis:entry>
         <oasis:entry colname="col2">Tool arm outer contour line wrap angle</oasis:entry>
         <oasis:entry colname="col3">°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M12" display="inline"><mml:mrow><mml:mo>∝</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">75</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">11</oasis:entry>
         <oasis:entry colname="col2">Tool arm inner contour line wrap angle</oasis:entry>
         <oasis:entry colname="col3">°</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M13" display="inline"><mml:mrow><mml:mo>∝</mml:mo><mml:mn mathvariant="normal">2</mml:mn></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col5">57</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">12</oasis:entry>
         <oasis:entry colname="col2">Wheel outer diameter</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M14" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula>1</oasis:entry>
         <oasis:entry colname="col5">550</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">13</oasis:entry>
         <oasis:entry colname="col2">Wheel inner diameter</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M15" display="inline"><mml:mi>d</mml:mi></mml:math></inline-formula>2</oasis:entry>
         <oasis:entry colname="col5">400</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">14</oasis:entry>
         <oasis:entry colname="col2">Wheel height</oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4"><inline-formula><mml:math id="M16" display="inline"><mml:mi>h</mml:mi></mml:math></inline-formula>1</oasis:entry>
         <oasis:entry colname="col5">340</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e561">Referring to the cutter arm contour line equation, the expression of the arm contour line equation is calculated as <list list-type="order"><list-item>
      <p id="d2e566">the spatial equation of the outer contour line of the knife arm,<disp-formula id="Ch1.E1" content-type="numbered"><label>1</label><mml:math id="M17" display="block"><mml:mrow><mml:mfenced open="{" close=""><mml:mtable class="array" columnalign="left"><mml:mtr><mml:mtd><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">265.6</mml:mn><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mi>y</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">583.3</mml:mn><mml:mi>cos⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>+</mml:mo><mml:mn mathvariant="normal">291.7</mml:mn></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mi>z</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1125</mml:mn><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mfenced><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula></p></list-item><list-item>
      <p id="d2e622">the spatial equation of the inner contour line of the knife arm,<disp-formula id="Ch1.E2" content-type="numbered"><label>2</label><mml:math id="M18" display="block"><mml:mrow><mml:mfenced close="" open="{"><mml:mtable class="array" columnalign="left"><mml:mtr><mml:mtd><mml:mrow><mml:mi>x</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">230.6</mml:mn><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>-</mml:mo><mml:mn mathvariant="normal">241.3</mml:mn></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mi>y</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">380.9</mml:mn><mml:mi>cos⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi><mml:mo>+</mml:mo><mml:mn mathvariant="normal">291.7</mml:mn></mml:mrow></mml:mtd></mml:mtr><mml:mtr><mml:mtd><mml:mrow><mml:mi>z</mml:mi><mml:mo>=</mml:mo><mml:mn mathvariant="normal">1025</mml:mn><mml:mi>sin⁡</mml:mi><mml:mi mathvariant="italic">θ</mml:mi></mml:mrow></mml:mtd></mml:mtr></mml:mtable></mml:mfenced><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula></p></list-item></list> To analyze wear on different cutter teeth, the cutter arm and teeth were assembled during modeling, allowing individual tooth analysis in EDEM's post-processing stage. The three-dimensional cutter assembly model is shown in Fig. 1.</p>

      <fig id="F1"><label>Figure 1</label><caption><p id="d2e685">Three-dimensional model of the cutter head.</p></caption>
        <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f01.png"/>

      </fig>

</sec>
<sec id="Ch1.S3">
  <label>3</label><title>Wear simulation modeling</title>
<sec id="Ch1.S3.SS1">
  <label>3.1</label><title>Hertz–Mindlin contact model</title>
      <p id="d2e709">The contact model selection is based on the nature of the materials. Rock, an anisotropic and non-homogeneous material, breaks and fractures under cutting forces. To simulate particle bonding, this study adopts the Hertz–Mindlin contact model, which is the default in EDEM due to its accuracy and computational efficiency. In this model, the normal force <inline-formula><mml:math id="M19" display="inline"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is a function of the normal overlap <inline-formula><mml:math id="M20" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">δ</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, defined as

            <disp-formula id="Ch1.E3" content-type="numbered"><label>3</label><mml:math id="M21" display="block"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">4</mml:mn><mml:mn mathvariant="normal">3</mml:mn></mml:mfrac></mml:mstyle><mml:msup><mml:mi>E</mml:mi><mml:mo>∗</mml:mo></mml:msup><mml:msqrt><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:msqrt><mml:msubsup><mml:mi mathvariant="italic">δ</mml:mi><mml:mi mathvariant="normal">n</mml:mi><mml:mstyle scriptlevel="+1"><mml:mfrac><mml:mn mathvariant="normal">3</mml:mn><mml:mn mathvariant="normal">2</mml:mn></mml:mfrac></mml:mstyle></mml:msubsup><mml:mo>.</mml:mo></mml:mrow></mml:math></disp-formula>

          Equivalent Young's modulus <inline-formula><mml:math id="M22" display="inline"><mml:mrow><mml:msup><mml:mi>E</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> and equivalent radius <inline-formula><mml:math id="M23" display="inline"><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:math></inline-formula> are defined as

                <disp-formula specific-use="gather" content-type="numbered"><mml:math id="M24" display="block"><mml:mtable rowspacing="5.690551pt" displaystyle="true"><mml:mlabeledtr id="Ch1.E4"><mml:mtd><mml:mtext>4</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msup><mml:mi>E</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mfenced close=")" open="("><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:msubsup><mml:mi>v</mml:mi><mml:mi>i</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:mfenced></mml:mrow><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>+</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mfenced close=")" open="("><mml:mrow><mml:mn mathvariant="normal">1</mml:mn><mml:mo>-</mml:mo><mml:msubsup><mml:mi>v</mml:mi><mml:mi>j</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:mfenced></mml:mrow><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E5"><mml:mtd><mml:mtext>5</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>+</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

          where <inline-formula><mml:math id="M25" display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M26" display="inline"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M27" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M28" display="inline"><mml:mrow><mml:msub><mml:mi>E</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, <inline-formula><mml:math id="M29" display="inline"><mml:mrow><mml:msub><mml:mi>v</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula>, and <inline-formula><mml:math id="M30" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> are the Young's modulus, Poisson's ratio, and radius of each contact sphere.</p>
      <p id="d2e982">The damping force <inline-formula><mml:math id="M31" display="inline"><mml:mrow><mml:msubsup><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi><mml:mi mathvariant="normal">d</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> is

                <disp-formula specific-use="gather" content-type="numbered"><mml:math id="M32" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E6"><mml:mtd><mml:mtext>6</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msubsup><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi><mml:mi mathvariant="normal">d</mml:mi></mml:msubsup><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:msqrt><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">5</mml:mn><mml:mn mathvariant="normal">6</mml:mn></mml:mfrac></mml:mstyle></mml:msqrt><mml:mi mathvariant="italic">β</mml:mi><mml:msqrt><mml:mrow><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:msup><mml:mi>m</mml:mi><mml:mo>∗</mml:mo></mml:msup></mml:mrow></mml:msqrt><mml:msubsup><mml:mi>v</mml:mi><mml:mi mathvariant="normal">n</mml:mi><mml:mi mathvariant="normal">rel</mml:mi></mml:msubsup><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E7"><mml:mtd><mml:mtext>7</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="italic">β</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mo>-</mml:mo><mml:mi>ln⁡</mml:mi><mml:mi>e</mml:mi></mml:mrow><mml:msqrt><mml:mrow><mml:msup><mml:mi>ln⁡</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup><mml:mi>e</mml:mi><mml:mo>+</mml:mo><mml:msup><mml:mi mathvariant="italic">π</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:msqrt></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E8"><mml:mtd><mml:mtext>8</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mn mathvariant="normal">2</mml:mn><mml:msup><mml:mi>E</mml:mi><mml:mo>∗</mml:mo></mml:msup><mml:msqrt><mml:mrow><mml:msup><mml:mi>R</mml:mi><mml:mo>∗</mml:mo></mml:msup><mml:msub><mml:mi mathvariant="italic">δ</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow></mml:msqrt><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E9"><mml:mtd><mml:mtext>9</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msup><mml:mi>m</mml:mi><mml:mo>∗</mml:mo></mml:msup><mml:mo>=</mml:mo><mml:msup><mml:mfenced close=")" open="("><mml:mrow><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mi>j</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>+</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mn mathvariant="normal">1</mml:mn><mml:mrow><mml:msub><mml:mi>m</mml:mi><mml:mi>i</mml:mi></mml:msub></mml:mrow></mml:mfrac></mml:mstyle></mml:mrow></mml:mfenced><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

          where <inline-formula><mml:math id="M33" display="inline"><mml:mi>e</mml:mi></mml:math></inline-formula> is the recovery coefficient, and <inline-formula><mml:math id="M34" display="inline"><mml:mrow><mml:msubsup><mml:mi>v</mml:mi><mml:mi mathvariant="normal">n</mml:mi><mml:mi mathvariant="normal">rel</mml:mi></mml:msubsup></mml:mrow></mml:math></inline-formula> is the relative normal velocity.</p>
</sec>
<sec id="Ch1.S3.SS2">
  <label>3.2</label><title>Bonding v2 model</title>
      <p id="d2e1202">The Hertz–Mindlin with bonding model describes interactions between bonded particles. A bond is created upon contact and resists both normal and tangential motions until the stress exceeds a critical threshold, at which point the bond breaks. This effectively simulates fracture and crushing in rock and concrete. Once bonding is established, forces and torques are initialized to zero and adjusted incrementally at each time step as follows:

                <disp-formula specific-use="gather" content-type="numbered"><mml:math id="M35" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E10"><mml:mtd><mml:mtext>10</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mi mathvariant="italic">δ</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mi>A</mml:mi><mml:mi mathvariant="italic">δ</mml:mi><mml:mi>t</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E11"><mml:mtd><mml:mtext>11</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:mi mathvariant="italic">δ</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="italic">ν</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:mi>A</mml:mi><mml:mi mathvariant="italic">δ</mml:mi><mml:mi>t</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E12"><mml:mtd><mml:mtext>12</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="italic">δ</mml:mi><mml:msub><mml:mi>M</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="italic">ω</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:mi>J</mml:mi><mml:mi mathvariant="italic">δ</mml:mi><mml:mi>t</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E13"><mml:mtd><mml:mtext>13</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:mi mathvariant="italic">δ</mml:mi><mml:msub><mml:mi>M</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mo>-</mml:mo><mml:msub><mml:mi mathvariant="italic">ω</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:msub><mml:mi>S</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mi>J</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:mfrac></mml:mstyle><mml:mi mathvariant="italic">δ</mml:mi><mml:mi>t</mml:mi><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

          where <inline-formula><mml:math id="M36" display="inline"><mml:mrow><mml:mi>A</mml:mi><mml:mo>=</mml:mo><mml:mi mathvariant="italic">π</mml:mi><mml:msubsup><mml:mi>R</mml:mi><mml:mi mathvariant="normal">B</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msubsup></mml:mrow></mml:math></inline-formula> and <inline-formula><mml:math id="M37" display="inline"><mml:mrow><mml:mi>J</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="false"><mml:mfrac style="text"><mml:mn mathvariant="normal">1</mml:mn><mml:mn mathvariant="normal">2</mml:mn></mml:mfrac></mml:mstyle><mml:mi mathvariant="italic">π</mml:mi><mml:msubsup><mml:mi>R</mml:mi><mml:mi mathvariant="normal">B</mml:mi><mml:mn mathvariant="normal">4</mml:mn></mml:msubsup></mml:mrow></mml:math></inline-formula>.</p>
      <p id="d2e1403">The bond is broken when the normal and tangential shear stresses exceed predefined values:

                <disp-formula specific-use="gather" content-type="numbered"><mml:math id="M38" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E14"><mml:mtd><mml:mtext>14</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle displaystyle="true" class="stylechange"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mo>max⁡</mml:mo></mml:msub><mml:mo>&lt;</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow><mml:mi>A</mml:mi></mml:mfrac></mml:mstyle><mml:mo>+</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:msub><mml:mi>M</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub></mml:mrow><mml:mi>J</mml:mi></mml:mfrac></mml:mstyle><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">B</mml:mi></mml:msub><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E15"><mml:mtd><mml:mtext>15</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mo>max⁡</mml:mo></mml:msub><mml:mo>&lt;</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mo>-</mml:mo><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub></mml:mrow><mml:mi>A</mml:mi></mml:mfrac></mml:mstyle><mml:mo>+</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>M</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow><mml:mi>J</mml:mi></mml:mfrac></mml:mstyle><mml:msub><mml:mi>R</mml:mi><mml:mi mathvariant="normal">B</mml:mi></mml:msub><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

          This study uses a soft-rock material with a compressive strength of 2.40 MPa and tensile strength of 0.5 MPa. The key bonding parameters are listed in Table 2 (Tian et al., 2019).</p>

<table-wrap id="T2"><label>Table 2</label><caption><p id="d2e1507">Key bonding parameter settings.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Parameter</oasis:entry>
         <oasis:entry colname="col2">Symbol</oasis:entry>
         <oasis:entry colname="col3">Unit</oasis:entry>
         <oasis:entry colname="col4">Value</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Stiffness per unit area</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M39" display="inline"><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">N m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col4">7.2 <inline-formula><mml:math id="M41" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>11</sup></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Stiffness per unit area</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M43" display="inline"><mml:mrow><mml:msub><mml:mi>k</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">N m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col4">1.6 <inline-formula><mml:math id="M45" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>10</sup></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Normal strength</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M47" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">MPa</oasis:entry>
         <oasis:entry colname="col4">7.00</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Shear strength</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M48" display="inline"><mml:mrow><mml:msub><mml:mi mathvariant="italic">τ</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">MPa</oasis:entry>
         <oasis:entry colname="col4">0.55</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Bond disk radius</oasis:entry>
         <oasis:entry colname="col2"><inline-formula><mml:math id="M49" display="inline"><mml:mrow><mml:msub><mml:mi>r</mml:mi><mml:mi mathvariant="normal">b</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula></oasis:entry>
         <oasis:entry colname="col3">mm</oasis:entry>
         <oasis:entry colname="col4">15</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e1718">Virtual uniaxial compression and Brazilian splitting tests were conducted to determine the compressive and tensile strengths of the bonded-particle model. Strength is calculated from the force at which the bonded particles fail macroscopically.</p>
      <p id="d2e1721">For the Brazilian test, the particle bed was modeled as a 1200 mm diameter, 600 mm thick disk. At <inline-formula><mml:math id="M50" display="inline"><mml:mi>t</mml:mi></mml:math></inline-formula> <inline-formula><mml:math id="M51" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0, the upper platen applied pressure at 0.1 m s<sup>−1</sup> until the sample split. The schematic and force diagrams are shown in Figs. 2 and 3, respectively.</p>

      <fig id="F2"><label>Figure 2</label><caption><p id="d2e1752">Schematic diagram of Brazilian splitting.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f02.png"/>

        </fig>

      <fig id="F3"><label>Figure 3</label><caption><p id="d2e1763">Force diagram of the upper platen.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f03.png"/>

        </fig>

      <p id="d2e1772">The uniaxial compression test used a cylinder with a 350 mm radius and 1600 mm height. At <inline-formula><mml:math id="M53" display="inline"><mml:mi>t</mml:mi></mml:math></inline-formula> <inline-formula><mml:math id="M54" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0, the upper platen compressed the sample downward at 0.01 m s<sup>−1</sup> until failure. The virtual uniaxial compression simulation showed that bond breakage was first initiated in the central region of the specimen and gradually propagated along an inclined plane, forming a typical shear failure pattern consistent with the failure mode observed in the physical uniaxial compression test.The resulting damage schematic and force diagrams are shown in Figs. 4 and 5.</p>

      <fig id="F4"><label>Figure 4</label><caption><p id="d2e1804">Uniaxial compression damage diagram.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f04.png"/>

        </fig>

      <fig id="F5"><label>Figure 5</label><caption><p id="d2e1815">Upper platen force diagram.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f05.png"/>

        </fig>

      <p id="d2e1824">The compressive and tensile strengths were calculated by substituting the peak platen forces into the following equations:

                <disp-formula specific-use="gather" content-type="numbered"><mml:math id="M56" display="block"><mml:mtable displaystyle="true"><mml:mlabeledtr id="Ch1.E16"><mml:mtd><mml:mtext>16</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">c</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mo>max⁡</mml:mo></mml:msub></mml:mrow><mml:mrow><mml:mi mathvariant="italic">π</mml:mi><mml:msup><mml:mi>R</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr><mml:mlabeledtr id="Ch1.E17"><mml:mtd><mml:mtext>17</mml:mtext></mml:mtd><mml:mtd><mml:mrow><mml:mstyle class="stylechange" displaystyle="true"/><mml:msub><mml:mi mathvariant="italic">σ</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:msub><mml:mi>F</mml:mi><mml:mo>max⁡</mml:mo></mml:msub></mml:mrow><mml:mrow><mml:mi mathvariant="italic">π</mml:mi><mml:mi>D</mml:mi><mml:mi>L</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>.</mml:mo></mml:mrow></mml:mtd></mml:mlabeledtr></mml:mtable></mml:math></disp-formula>

          The calculated uniaxial compressive strength is 2.11 MPa, and the Brazilian splitting strength is 0.47 MPa. These values meet the required strength criteria for soft-rock simulation, indicating that the parameter calibration is complete.</p>
</sec>
<sec id="Ch1.S3.SS3">
  <label>3.3</label><title>Archard wear model</title>
      <p id="d2e1906">The Archard wear model is a contact model that extends the base interaction model to estimate the depth of wear on geometric surfaces. Developed by John F. Archard in 1953, the model is based on the principle that the volume of material removed from a surface is proportional to the frictional work performed by particles sliding over it. The model defines wear depth using Archard's equation, which incorporates both frictional energy and the geometric characteristics of the surface. Archard's equation is expressed as follows:

            <disp-formula id="Ch1.E18" content-type="numbered"><label>18</label><mml:math id="M57" display="block"><mml:mrow><mml:mi>Q</mml:mi><mml:mo>=</mml:mo><mml:mi>W</mml:mi><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:msub><mml:mi>d</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          where <inline-formula><mml:math id="M58" display="inline"><mml:mi>Q</mml:mi></mml:math></inline-formula> is the volume of material removed, <inline-formula><mml:math id="M59" display="inline"><mml:mrow><mml:msub><mml:mi>d</mml:mi><mml:mi mathvariant="normal">t</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is the tangential distance traveled, and <inline-formula><mml:math id="M60" display="inline"><mml:mi>W</mml:mi></mml:math></inline-formula> is the wear constant initially defined as

            <disp-formula id="Ch1.E19" content-type="numbered"><label>19</label><mml:math id="M61" display="block"><mml:mrow><mml:mi>W</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mi>K</mml:mi><mml:mi>H</mml:mi></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          where <inline-formula><mml:math id="M62" display="inline"><mml:mi>K</mml:mi></mml:math></inline-formula> is a dimensionless constant, and <inline-formula><mml:math id="M63" display="inline"><mml:mi>H</mml:mi></mml:math></inline-formula> is the hardness measure of the softest surface (based on Vickers hardness in Pa). This was reduced to a single wear constant for ease of use in EDEM.</p>
      <p id="d2e1991">As the equations predict volumetric material removal, they are rearranged in the software to yield wear depth at each computational cell.

            <disp-formula id="Ch1.E20" content-type="numbered"><label>20</label><mml:math id="M64" display="block"><mml:mrow><mml:mi mathvariant="normal">wear</mml:mi><mml:mspace width="0.25em" linebreak="nobreak"/><mml:mi mathvariant="normal">depth</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mi>Q</mml:mi><mml:mi>A</mml:mi></mml:mfrac></mml:mstyle></mml:mrow></mml:math></disp-formula>

          In the EDEM software, we set the wear constant <inline-formula><mml:math id="M65" display="inline"><mml:mi>W</mml:mi></mml:math></inline-formula> in Pa<sup>−1</sup>. In this study, given the limited cutting time, the actual wear generated is minimal and difficult to quantify experimentally. Therefore, the wear constant <inline-formula><mml:math id="M67" display="inline"><mml:mi>W</mml:mi></mml:math></inline-formula> <inline-formula><mml:math id="M68" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 1 <inline-formula><mml:math id="M69" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−12</sup> was selected based on literature research to enable qualitative analysis of the cutter's wear behavior.</p>
</sec>
</sec>
<sec id="Ch1.S4">
  <label>4</label><title>Cutter cutting simulation process</title>
<sec id="Ch1.S4.SS1">
  <label>4.1</label><title>Establishment of rock particle beds</title>
      <p id="d2e2082">For the EDEM particle bed generation, spherical particles were used to simplify calculations. The particle radius was set to 15 mm with a standard deviation of 0.5 under a normal distribution, producing particles ranging from 11.25 to 18.75 mm. The bonding contact radius was set to 20 mm. The particle bed dimensions were 2 m (length) <inline-formula><mml:math id="M71" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 1.5 m (width) <inline-formula><mml:math id="M72" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 1.5 m (height). A total of 199 813 particles were generated using dynamic particle generation.</p>
      <p id="d2e2099">The cutter model, designed in SolidWorks (Sect. 1), was imported into EDEM. Material properties were defined as follows: Poisson's ratio <inline-formula><mml:math id="M73" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 0.3, density <inline-formula><mml:math id="M74" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 7800 kg m<sup>−3</sup>, shear modulus <inline-formula><mml:math id="M76" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 8 <inline-formula><mml:math id="M77" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>10</sup> Pa, and Young's modulus <inline-formula><mml:math id="M79" display="inline"><mml:mo>=</mml:mo></mml:math></inline-formula> 2.08 <inline-formula><mml:math id="M80" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>11</sup> Pa. The cutter and cutter teeth were positioned appropriately. The initial position is shown in Fig. 6.</p>

      <fig id="F6"><label>Figure 6</label><caption><p id="d2e2177">Cutter model setup.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f06.png"/>

        </fig>

</sec>
<sec id="Ch1.S4.SS2">
  <label>4.2</label><title>Simulation parameter settings</title>
      <p id="d2e2194">Before conducting the numerical simulation of cutter–rock interaction, it is necessary to appropriately define the simulation domain and related computational parameters to ensure both accuracy and efficiency. The setup mainly includes (1) defining the cutter motion, (2) determining the simulation domain, (3) specifying the total simulation time and time step, (4) setting the data output frequency, and (5) defining the mesh size. <list list-type="order"><list-item>
      <p id="d2e2199"><italic>Setting the motion state of the cutter head</italic>. After importing the cutter-head model, linear translation and rotation were applied to define its motion. The “move-with-body” option was enabled for the rotational motion to ensure that the rotation axis followed the cutter body, and appropriate transverse velocity and rotational speed were assigned according to actual operating conditions.</p></list-item><list-item>
      <p id="d2e2205"><italic>Determination of the simulation domain</italic>. The size of the simulation domain has a significant influence on computational efficiency and result accuracy. An excessively large domain increases the computational cost, while an overly small one may cause particles to escape from the boundaries, leading to unrealistic results. Since the cutting process of the cutter head proceeds continuously, an <italic>auto-capture</italic> approach was adopted in this study to dynamically adjust the simulation domain during cutting.</p></list-item><list-item>
      <p id="d2e2214"><italic>Time step and total simulation time</italic>. In EDEM, the time step is defined as a fraction of the Rayleigh time step to ensure numerical stability. In this study, the time step was set to 5 % of the Rayleigh time, corresponding to 6.7 <inline-formula><mml:math id="M82" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−7</sup> s, and the total simulation time was set to 7 s. These values provide a good balance between computational accuracy and stability.</p></list-item><list-item>
      <p id="d2e2239"><italic>Data output frequency</italic>. The data output frequency determines the temporal resolution of the recorded data during simulation. A very small output interval increases storage requirements, whereas a large interval reduces the accuracy of the results. Considering both precision and computational efficiency, the data output interval was set to 0.1 s.</p></list-item><list-item>
      <p id="d2e2245"><italic>Definition of mesh size</italic>. During the discrete element simulation, the computational domain is discretized into grids for contact detection and force calculation. The mesh size directly affects both numerical accuracy and computational speed. In this study, the mesh size was defined as 3<inline-formula><mml:math id="M84" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mo>min⁡</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula>, where <inline-formula><mml:math id="M85" display="inline"><mml:mrow><mml:msub><mml:mi>R</mml:mi><mml:mo>min⁡</mml:mo></mml:msub></mml:mrow></mml:math></inline-formula> is the minimum particle radius, which ensures a suitable balance between accuracy and efficiency.</p></list-item></list></p>
</sec>
<sec id="Ch1.S4.SS3">
  <label>4.3</label><title>Visualization of the cutter cutting process</title>
      <p id="d2e2280">At 0.8 s, the cutter begins reverse cutting as it contacts the particle bed. As the cutter rotates, it applies force to the bed, breaking the bonds between particles. The rock material beneath the cutter teeth fractures into varying fragment sizes. Some unbroken bonded regions cause rock particles to be ejected outside the cutter's envelope, while others are retained inside the cutter arms. To guide debris flow for subsequent removal, the cutting process continues until 7 s, ensuring each cutter arm completes at least two full cutting cycles. The cutting process is illustrated in Fig. 7.</p>

      <fig id="F7" specific-use="star"><label>Figure 7</label><caption><p id="d2e2285">The process of cutter cutting.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f07.png"/>

        </fig>

</sec>
</sec>
<sec id="Ch1.S5">
  <label>5</label><title>Data analysis of cutter discrete element rock-cutting results</title>
<sec id="Ch1.S5.SS1">
  <label>5.1</label><title>Cutter teeth wear</title>
      <p id="d2e2311">With a traverse speed of 0.2 m s<sup>−1</sup>, rotational speed of 30 rpm, and cutting angle of 30°, eight cutter teeth on one cutter arm were selected for wear analysis. The wear of cutter teeth no. 1 through no. 8 is shown in Fig. 8. The maximum wear per tooth is shown in Table 3. Each tooth exhibits a stepped wear pattern due to simultaneous engagement with the rock. Friction between the rock and teeth increases cutting force, leading to rapid wear until the rock fractures. Once broken, the cutter tooth force drops sharply, and the wear curve flattens.</p>

      <fig id="F8" specific-use="star"><label>Figure 8</label><caption><p id="d2e2328">Wear amount of cutter teeth on the same cutter arm.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f08.png"/>

        </fig>

<table-wrap id="T3" specific-use="star"><label>Table 3</label><caption><p id="d2e2340">Maximum wear of each cutter tooth.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="9">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="center"/>
     <oasis:colspec colnum="3" colname="col3" align="center"/>
     <oasis:colspec colnum="4" colname="col4" align="center"/>
     <oasis:colspec colnum="5" colname="col5" align="center"/>
     <oasis:colspec colnum="6" colname="col6" align="center"/>
     <oasis:colspec colnum="7" colname="col7" align="center"/>
     <oasis:colspec colnum="8" colname="col8" align="center"/>
     <oasis:colspec colnum="9" colname="col9" align="center"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Cutter</oasis:entry>
         <oasis:entry colname="col2">1</oasis:entry>
         <oasis:entry colname="col3">2</oasis:entry>
         <oasis:entry colname="col4">3</oasis:entry>
         <oasis:entry colname="col5">4</oasis:entry>
         <oasis:entry colname="col6">5</oasis:entry>
         <oasis:entry colname="col7">6</oasis:entry>
         <oasis:entry colname="col8">7</oasis:entry>
         <oasis:entry colname="col9">8</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">tooth</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
         <oasis:entry colname="col9"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Wear</oasis:entry>
         <oasis:entry colname="col2">3.56 <inline-formula><mml:math id="M87" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup></oasis:entry>
         <oasis:entry colname="col3">2.55 <inline-formula><mml:math id="M89" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup></oasis:entry>
         <oasis:entry colname="col4">5.2 <inline-formula><mml:math id="M91" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−5</sup></oasis:entry>
         <oasis:entry colname="col5">1.44 <inline-formula><mml:math id="M93" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup></oasis:entry>
         <oasis:entry colname="col6">1.79 <inline-formula><mml:math id="M95" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup></oasis:entry>
         <oasis:entry colname="col7">1.84 <inline-formula><mml:math id="M97" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup></oasis:entry>
         <oasis:entry colname="col8">1.07 <inline-formula><mml:math id="M99" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup></oasis:entry>
         <oasis:entry colname="col9">1.3 <inline-formula><mml:math id="M101" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−5</sup></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">(mm)</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
         <oasis:entry colname="col7"/>
         <oasis:entry colname="col8"/>
         <oasis:entry colname="col9"/>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <fig id="F9" specific-use="star"><label>Figure 9</label><caption><p id="d2e2629">Comparison of blade teeth wear of different blade arms.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f09.png"/>

        </fig>

      <p id="d2e2638">Quantitative analysis of the wear gradient distribution reveals that tooth no. 1, located near the hub, experiences the most wear (average thickness loss on the front/side/rear flanks: 3.56 <inline-formula><mml:math id="M103" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup> mm), while tooth no. 8, located near the outer ring, shows the least wear (average thickness loss: 1.3 <inline-formula><mml:math id="M105" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−5</sup> mm) – a nearly 30-fold difference. This aligns with real-world wear behavior. Teeth on the outer ring experience lower contact angles and shallower cuts, which reduce abrasive and adhesive wear. In contrast, hub-side teeth encounter larger cutting angles and deeper cuts, altering the direction of resultant cutting forces. This increases interface friction and prolongs cutting time, intensifying deformation and wear diffusion. Wear results for all six cutter arms are presented in Fig. 9, confirming the consistent pattern of greatest wear at the hub side and the least wear at the outer ring. These findings suggest that hub-side teeth require closer monitoring and timely replacement.</p>
</sec>
<sec id="Ch1.S5.SS2">
  <label>5.2</label><title>Knife tooth contact mechanism</title>
      <p id="d2e2687">The Relative Wear model in EDEM identifies regions of high-impact (normal) and abrasive (tangential) wear by analyzing relative velocity and contact forces between particles and geometry. While EDEM does not calculate an absolute material removal rate, forward and tangential cumulative contact energies provide insight into wear intensity. These values represent energy from direct particle impacts and sliding along the surface, respectively. In this study, the forward and tangential cumulative contact energies for the most worn cutter tooth were extracted to analyze the wear mechanism. A comparative energy profile is shown in Fig. 10.</p>

      <fig id="F10"><label>Figure 10</label><caption><p id="d2e2692">Contact energy of cutter teeth.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f10.png"/>

        </fig>

      <p id="d2e2701">The interaction force between the rock and cutter tooth surface can be decomposed into normal force (<inline-formula><mml:math id="M107" display="inline"><mml:mi>N</mml:mi></mml:math></inline-formula>) and tangential force (<inline-formula><mml:math id="M108" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula>). The normal force presses the material into the tooth surface, while the tangential force causes it to slide along the surface, generating wear. As shown in the figure, tangential cumulative contact energy exceeds forward energy, indicating that chisel-type abrasive wear is the dominant wear mode. This is consistent with microscopic cutting mechanisms. Similar wear energy patterns were verified for the other cutter teeth.</p>

      <fig id="F11" specific-use="star"><label>Figure 11</label><caption><p id="d2e2721">Cloud diagram of force and wear on cutter teeth.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f11.png"/>

        </fig>

      <p id="d2e2730">During post-processing, the moment of maximum cutter tooth engagement was selected, and both force and wear distribution maps were extracted (Fig. 11). These reveal that regions experiencing higher forces closely align with areas of severe wear, particularly at the tooth tip and the lower side. Wear on the upper surface of the tooth was also found to be more pronounced than on the lower surface.</p>
</sec>
<sec id="Ch1.S5.SS3">
  <label>5.3</label><title>Cutter rock-cutting force and torque analysis</title>
      <p id="d2e2742">In the above study, the force and wear of the cutter were analyzed under conditions of a traverse speed of 0.2 m s<sup>−1</sup>, a rotational speed of 30 rpm, and a cutting angle of 30°. In the post-processing stage, the total cutting force and torque of the cutter were examined. These are shown in Fig. 12. During the rock-cutting process, fractured rock pieces detach from the surface, causing the force and torque values to exhibit pronounced oscillations and intermittent zeros. As the cutting deepens, the cutter engages more fully with the material, resulting in a gradual increase in force, consistent with realistic cutting conditions.</p>

      <fig id="F12" specific-use="star"><label>Figure 12</label><caption><p id="d2e2759">Total force and torque of cutter cutting.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f12.png"/>

        </fig>

      <p id="d2e2768">For soft rock with a compressive strength of 2.40 MPa and a tensile strength of 0.5 MPa, experimental studies by Zhang et al. (2018) report an average cutting torque of 5464 Nm. The average simulated torque in this study is 6093.3 Nm, with a relative error of 11 %, indicating good agreement between the simulation results and experimental data.</p>
</sec>
<sec id="Ch1.S5.SS4">
  <label>5.4</label><title>Analysis of cutter cutting under different working conditions</title>
      <p id="d2e2779">In practical dredger operations, cutter parameters must be adjusted according to working conditions. These include traverse speed, rotational speed, and cutting angle, all of which significantly influence cutting force and torque. In this section, the impact of these parameters is analyzed by varying them individually to explore their effects and to identify general trends.</p>
      <p id="d2e2782">The selection of working condition parameters was based on typical operating ranges of cutter suction dredgers in soft-rock dredging projects, as reported in engineering practice and previous studies. To ensure the representativeness and practical relevance of the simulations, traverse speeds of 0.15–0.3 m s<sup>−1</sup>, rotational speeds of 20–40 rpm, and cutting angles of 20–40° were adopted. These ranges correspond to the common operating conditions under moderate soil resistance, allowing for a comprehensive analysis of the influence of each parameter on cutter forces, torque, and energy consumption.</p>

      <fig id="F13" specific-use="star"><label>Figure 13</label><caption><p id="d2e2799">Comparison of cutting forces at different speeds.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f13.png"/>

        </fig>

      <fig id="F14" specific-use="star"><label>Figure 14</label><caption><p id="d2e2811">Comparison of torque at different speeds.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f14.png"/>

        </fig>

<table-wrap id="T4" specific-use="star"><label>Table 4</label><caption><p id="d2e2823">Average total force and torque of the cutter at different speeds.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="5">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:colspec colnum="5" colname="col5" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Traversing speed (m s<sup>−1</sup>)</oasis:entry>
         <oasis:entry colname="col2">0.15</oasis:entry>
         <oasis:entry colname="col3">0.2</oasis:entry>
         <oasis:entry colname="col4">0.25</oasis:entry>
         <oasis:entry colname="col5">0.3</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Average cutting force (N)</oasis:entry>
         <oasis:entry colname="col2">10 227.7</oasis:entry>
         <oasis:entry colname="col3">18 038.9</oasis:entry>
         <oasis:entry colname="col4">28 488.8</oasis:entry>
         <oasis:entry colname="col5">39 880.7</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Average torque (Nm)</oasis:entry>
         <oasis:entry colname="col2">3718.6</oasis:entry>
         <oasis:entry colname="col3">6093.3</oasis:entry>
         <oasis:entry colname="col4">8088.9</oasis:entry>
         <oasis:entry colname="col5">10 369.2</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e2914">First, keeping the cutter's rotational speed fixed at 30 rpm and the cutting angle at 30°, the traverse speed was varied across four values: 0.15, 0.2, 0.25, and 0.3 m s<sup>−1</sup>. Simulations were conducted, and data from 2 s onward (when the cutter fully engages with the rock) were analyzed. Figure 13 presents the cutting force at different traverse speeds, Fig. 14 shows the corresponding torque, and Fig. 15 summarizes the average values. The average total force and torque of the cutter at different speeds are shown in Table 4.</p>

      <fig id="F15"><label>Figure 15</label><caption><p id="d2e2931">Comparison of average cutting force and torque at different speeds.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f15.png"/>

        </fig>

      <p id="d2e2940">The results clearly demonstrate that traverse speed significantly affects cutter force. As traverse speed increases from 0.15 to 0.3 m s<sup>−1</sup>, average cutting force rises from 10 227.7 to 39 880.7 N, while average torque increases from 3718.6 to 10 369.2 Nm. This nonlinear increase follows a quadratic relationship: as traverse speed increases, so does cutting thickness, leading to a squared growth in cutting force (i.e., <inline-formula><mml:math id="M114" display="inline"><mml:mrow><mml:mi>F</mml:mi><mml:mo>∝</mml:mo><mml:msup><mml:mi>v</mml:mi><mml:mn mathvariant="normal">2</mml:mn></mml:msup></mml:mrow></mml:math></inline-formula>). Therefore, in conditions involving excessive cutter loading, reducing traverse speed can effectively lower the resultant force on the cutter head and improve operational safety.</p>

      <fig id="F16" specific-use="star"><label>Figure 16</label><caption><p id="d2e2973">Cutting at different speeds at a traverse speed of 0.2 m s<sup>−1</sup>.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f16.png"/>

        </fig>

      <fig id="F17" specific-use="star"><label>Figure 17</label><caption><p id="d2e2996">Cutting at different speeds at a traverse speed of 0.25 m s<sup>−1</sup>.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f17.png"/>

        </fig>

      <fig id="F18" specific-use="star"><label>Figure 18</label><caption><p id="d2e3019">Comparison of data at traverse speeds of 0.2 and 0.25 m s<sup>−1</sup>.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f18.png"/>

        </fig>

<table-wrap id="T5" specific-use="star"><label>Table 5</label><caption><p id="d2e3043">Average total force of the cutter at different speeds.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="left"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Cutting</oasis:entry>
         <oasis:entry colname="col2">20 rpm</oasis:entry>
         <oasis:entry colname="col3">25 rpm</oasis:entry>
         <oasis:entry colname="col4">30 rpm</oasis:entry>
         <oasis:entry colname="col5">35 rpm</oasis:entry>
         <oasis:entry colname="col6">40 rpm</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">parameters</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">0.2 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">29 003.8 N</oasis:entry>
         <oasis:entry colname="col3">23 531.6 N</oasis:entry>
         <oasis:entry colname="col4">18 038.9 N</oasis:entry>
         <oasis:entry colname="col5">15 213.5 N</oasis:entry>
         <oasis:entry colname="col6">12 890.2 N</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">0.25 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">49 249.7 N</oasis:entry>
         <oasis:entry colname="col3">36 561.8 N</oasis:entry>
         <oasis:entry colname="col4">28 488.8 N</oasis:entry>
         <oasis:entry colname="col5">24 356.1 N</oasis:entry>
         <oasis:entry colname="col6">18 919.2 N</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

<table-wrap id="T6" specific-use="star"><label>Table 6</label><caption><p id="d2e3179">Average torque of cutter at different speeds.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="left"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Cutting</oasis:entry>
         <oasis:entry colname="col2">20 rpm</oasis:entry>
         <oasis:entry colname="col3">25 rpm</oasis:entry>
         <oasis:entry colname="col4">30 rpm</oasis:entry>
         <oasis:entry colname="col5">35 rpm</oasis:entry>
         <oasis:entry colname="col6">40 rpm</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">parameters</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">0.2 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">7618.8 Nm</oasis:entry>
         <oasis:entry colname="col3">6815.1 Nm</oasis:entry>
         <oasis:entry colname="col4">6093.3 Nm</oasis:entry>
         <oasis:entry colname="col5">5216.1 Nm</oasis:entry>
         <oasis:entry colname="col6">4635.4 Nm</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">0.25 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">11 062.4 Nm</oasis:entry>
         <oasis:entry colname="col3">9672.1 Nm</oasis:entry>
         <oasis:entry colname="col4">8088.9 Nm</oasis:entry>
         <oasis:entry colname="col5">7091.8 Nm</oasis:entry>
         <oasis:entry colname="col6">6430.3 Nm</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e3311">Next, cutter rotational speeds of 20, 25, 30, 35, and 40 rpm were tested at fixed traverse speeds of 0.2 and 0.25 m s<sup>−1</sup>, with a constant cutting angle of 30°. The force and torque data under these conditions are shown in Figs. 16 and 17, and the average values are compared in Fig. 18. Average total force and torque data are shown in Tables 5 and 6.</p>

      <fig id="F19" specific-use="star"><label>Figure 19</label><caption><p id="d2e3328">Cutting comparison for different cutting angles.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f19.png"/>

        </fig>

      <p id="d2e3337">By comparing cutter forces under different rotational speeds at traverse speeds of 0.2 and 0.25 m s<sup>−1</sup>, the total cutting force and torque were obtained. It was observed that both total force and torque decrease as the cutter's rotational speed increases. This phenomenon arises from the influence of cutting thickness on the rock crushing force. As the cutter's rotational speed increases, the frequency of contact between the cutter teeth and the rock increases per unit time, leading to a decrease in the cutting thickness per tooth. At lower rotational speeds, the cutter experiences higher cutting forces and torque. As the speed increases, the load on the cutter decreases and gradually stabilizes, with the relationship between cutting force and rotational speed approximated as <inline-formula><mml:math id="M124" display="inline"><mml:mrow><mml:mi>F</mml:mi><mml:mo>∝</mml:mo><mml:msup><mml:mi>n</mml:mi><mml:mrow><mml:mo>-</mml:mo><mml:mn mathvariant="normal">1</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. Cutter speed also significantly affects fragment size: higher speeds produce smaller rock fragments, which facilitates debris transport. Compared with traverse speed, the cutter's rotational speed has a smaller impact on cutter load. Therefore, it is recommended to first calibrate the traverse speed to control peak loads, followed by adjustments to the rotational speed to optimize energy consumption in practical applications. The following section analyzes the effect of cutting angle on cutter performance. The cutting forces and torques under different cutting angles are shown in Fig. 19. Average total force and torque under different cutting angles are shown in Table 7.</p>

<table-wrap id="T7"><label>Table 7</label><caption><p id="d2e3373">Average total force and torque for cutters with cutting angles of 10, 20, and 30°.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="4">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="right"/>
     <oasis:colspec colnum="3" colname="col3" align="right"/>
     <oasis:colspec colnum="4" colname="col4" align="right"/>
     <oasis:thead>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">Cutting angles (°)</oasis:entry>
         <oasis:entry colname="col2">10</oasis:entry>
         <oasis:entry colname="col3">20</oasis:entry>
         <oasis:entry colname="col4">30</oasis:entry>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">Average cutting force (N)</oasis:entry>
         <oasis:entry colname="col2">18 309.6</oasis:entry>
         <oasis:entry colname="col3">17 892.4</oasis:entry>
         <oasis:entry colname="col4">18 038.9</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">Average torque (Nm)</oasis:entry>
         <oasis:entry colname="col2">6029.2</oasis:entry>
         <oasis:entry colname="col3">5587.3</oasis:entry>
         <oasis:entry colname="col4">6093.3</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e3442">When only the cutter angle is varied, the average cutting force and torque remain within a normal fluctuation range at angles of 10, 20, and 30°, suggesting that the cutting angle has limited influence on average force and torque. However, the fluctuations in force and torque are more pronounced at smaller cutting angles. The cutter operates more smoothly at a cutting angle of 30°, indicating improved operational stability under this condition.</p>
      <p id="d2e3445">According to the calculation based on the results under various operating conditions, the optimal scenario for minimizing force and wear on the cutter involves a lower traverse speed and higher rotational speed. However, excessively high rotational speed can increase power consumption, and excessively low traverse speed can reduce dredging efficiency. Therefore, operational parameters should be selected based on a balanced consideration of energy efficiency, equipment wear, and project timelines.</p>
</sec>
<sec id="Ch1.S5.SS5">
  <label>5.5</label><title>Specific energy of cutter cutting under different working conditions</title>
      <p id="d2e3457">Notably, force and torque alone are not sufficient indicators of cutting efficiency. A more comprehensive metric is specific cutting energy, defined as the energy consumed per unit volume of removed material. It is a key parameter for evaluating cutting performance and is calculated as

            <disp-formula id="Ch1.E21" content-type="numbered"><label>21</label><mml:math id="M125" display="block"><mml:mrow><mml:mi mathvariant="italic">η</mml:mi><mml:mo>=</mml:mo><mml:mstyle displaystyle="true"><mml:mfrac style="display"><mml:mrow><mml:mn mathvariant="normal">2</mml:mn><mml:mi mathvariant="italic">π</mml:mi><mml:mi>n</mml:mi><mml:mi>T</mml:mi><mml:mo>+</mml:mo><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub><mml:mi mathvariant="italic">ν</mml:mi></mml:mrow><mml:mrow><mml:mi>S</mml:mi><mml:mi mathvariant="italic">ν</mml:mi></mml:mrow></mml:mfrac></mml:mstyle><mml:mo>,</mml:mo></mml:mrow></mml:math></disp-formula>

          where <inline-formula><mml:math id="M126" display="inline"><mml:mi>n</mml:mi></mml:math></inline-formula> is the rotational speed of the cutter, <inline-formula><mml:math id="M127" display="inline"><mml:mi>T</mml:mi></mml:math></inline-formula> is the torque of the cutter, <inline-formula><mml:math id="M128" display="inline"><mml:mrow><mml:msub><mml:mi>F</mml:mi><mml:mi mathvariant="normal">n</mml:mi></mml:msub></mml:mrow></mml:math></inline-formula> is the transverse cutting force of the cutter, <inline-formula><mml:math id="M129" display="inline"><mml:mi>v</mml:mi></mml:math></inline-formula> is the transverse speed of the cutter, and <inline-formula><mml:math id="M130" display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula> is the cutting area of the cutter. As shown in Fig. 20, the cutter cutting area <inline-formula><mml:math id="M131" display="inline"><mml:mi>S</mml:mi></mml:math></inline-formula> was calculated as 0.699 m<sup>2</sup> using EDEM post-processing. The transverse cutting forces under different conditions are listed in Table 8.</p>

      <fig id="F20"><label>Figure 20</label><caption><p id="d2e3555">Cutting area with 30° cutting angle.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f20.png"/>

        </fig>

<table-wrap id="T8" specific-use="star"><label>Table 8</label><caption><p id="d2e3567">Transverse cutting force under different working conditions.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="left"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Cutting</oasis:entry>
         <oasis:entry colname="col2">20 rpm</oasis:entry>
         <oasis:entry colname="col3">25 rpm</oasis:entry>
         <oasis:entry colname="col4">30 rpm</oasis:entry>
         <oasis:entry colname="col5">35 rpm</oasis:entry>
         <oasis:entry colname="col6">40 rpm</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">parameters</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">0.2 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">11 427.6 N</oasis:entry>
         <oasis:entry colname="col3">9585.2 N</oasis:entry>
         <oasis:entry colname="col4">7709.1 N</oasis:entry>
         <oasis:entry colname="col5">6269.2 N</oasis:entry>
         <oasis:entry colname="col6">5146.4 N</oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">0.25 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">19 304.3 N</oasis:entry>
         <oasis:entry colname="col3">15 548.1 N</oasis:entry>
         <oasis:entry colname="col4">11 944.2 N</oasis:entry>
         <oasis:entry colname="col5">9058.9 N</oasis:entry>
         <oasis:entry colname="col6">7129.3 N</oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

<table-wrap id="T9" specific-use="star"><label>Table 9</label><caption><p id="d2e3703">Specific energy of cutter cutting under different working conditions.</p></caption><oasis:table frame="topbot"><oasis:tgroup cols="6">
     <oasis:colspec colnum="1" colname="col1" align="left"/>
     <oasis:colspec colnum="2" colname="col2" align="left"/>
     <oasis:colspec colnum="3" colname="col3" align="left"/>
     <oasis:colspec colnum="4" colname="col4" align="left"/>
     <oasis:colspec colnum="5" colname="col5" align="left"/>
     <oasis:colspec colnum="6" colname="col6" align="left"/>
     <oasis:thead>
       <oasis:row>
         <oasis:entry colname="col1">Cutting</oasis:entry>
         <oasis:entry colname="col2">20 rpm</oasis:entry>
         <oasis:entry colname="col3">25 rpm</oasis:entry>
         <oasis:entry colname="col4">30 rpm</oasis:entry>
         <oasis:entry colname="col5">35 rpm</oasis:entry>
         <oasis:entry colname="col6">40 rpm</oasis:entry>
       </oasis:row>
       <oasis:row rowsep="1">
         <oasis:entry colname="col1">parameters</oasis:entry>
         <oasis:entry colname="col2"/>
         <oasis:entry colname="col3"/>
         <oasis:entry colname="col4"/>
         <oasis:entry colname="col5"/>
         <oasis:entry colname="col6"/>
       </oasis:row>
     </oasis:thead>
     <oasis:tbody>
       <oasis:row>
         <oasis:entry colname="col1">0.2 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">130.5 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col3">141.3 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col4">147.9 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col5">145.7 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col6">146.2 kJ m<sup>−3</sup></oasis:entry>
       </oasis:row>
       <oasis:row>
         <oasis:entry colname="col1">0.25 m s<sup>−1</sup></oasis:entry>
         <oasis:entry colname="col2">160.2 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col3">167.1 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col4">162.5 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col5">161.7 kJ m<sup>−3</sup></oasis:entry>
         <oasis:entry colname="col6">164.3 kJ m<sup>−3</sup></oasis:entry>
       </oasis:row>
     </oasis:tbody>
   </oasis:tgroup></oasis:table></table-wrap>

      <p id="d2e3945">Substituting the relevant values into Eq. (21), the specific energy results are shown in Fig. 21 and Table 9.</p>

      <fig id="F21"><label>Figure 21</label><caption><p id="d2e3950">Comparison of cutter cutting ratio energy under different working conditions.</p></caption>
          <graphic xlink:href="https://ms.copernicus.org/articles/16/931/2025/ms-16-931-2025-f21.png"/>

        </fig>

      <p id="d2e3959">Analysis of the specific energy values shows that at lower rotational speeds, specific energy increases noticeably with speed, but the rate of change levels off at higher speeds. Conversely, an increase in traverse speed leads to a significant rise in specific energy. From the results, the optimal operating condition for cutting soft rock is a traverse speed of 0.2 m s<sup>−1</sup> and a rotational speed of 20 rpm, yielding the lowest specific energy of 130.5 kJ m<sup>−3</sup>. Under this condition, cutter force and wear are also minimal, making it the most efficient configuration for soft-rock cutting.</p>
</sec>
</sec>
<sec id="Ch1.S6" sec-type="conclusions">
  <label>6</label><title>Conclusions</title>
      <p id="d2e3995">This paper simulates the behavior of a dredger cutter cutting soft rock using the discrete element method (DEM); analyzes the wear of different cutter teeth; and studies cutter force, torque, specific energy, and other parameters under varying working conditions. The main conclusions are as follows: <list list-type="order"><list-item>
      <p id="d2e4000">A bed of rock particles was established using the Hertz–Mindlin contact model and the bonded-particle model. The reliability of the constructed model was verified through virtual uniaxial compression and Brazilian splitting tests. Cutter tooth wear was analyzed using the Archard wear model. On the same cutter arm, the average wear depth of cutter tooth no. 1 (hub side) reached 3.56 <inline-formula><mml:math id="M149" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−4</sup> mm, while that of cutter tooth no. 8 (outer ring side) was only 1.3 <inline-formula><mml:math id="M151" display="inline"><mml:mo>×</mml:mo></mml:math></inline-formula> 10<sup>−5</sup> mm – a difference of nearly 30 times. The cumulative tangential contact energy was found to be 5 times greater than the forward contact energy, indicating that tangential friction is the dominant contributor to wear. Severe wear was observed at the tooth tip, upper surface, and lower side. Therefore, in practical engineering applications, special attention should be given to the wear of cutter teeth near the hub. Surface-hardening techniques may be applied to the tooth tip and upper surface to increase hardness and extend service life.</p></list-item><list-item>
      <p id="d2e4042">The cutter's force and torque under different operating conditions were analyzed. When the traverse speed increased from 0.15 to 0.3 m s<sup>−1</sup>, the average cutting force rose from 10 227.7 to 39 880.7 N. Conversely, when the rotational speed increased from 20 to 40 rpm, the average cutting force decreased from 29 003.8 to 12 890.2 N. These results show that cutter force and torque have an approximately inverse linear relationship with rotational speed and a quadratic growth relationship with traverse speed. Cutting angle had minimal influence on cutter force and torque. Regarding specific cutting energy, both increased traverse speed and rotational speed led to higher specific energy consumption, though the rate of increase tapered off at higher rotational speeds. For the soft-rock conditions studied, the optimal cutting parameters were a traverse speed of 0.2 m s<sup>−1</sup> and a rotational speed of 20 rpm. This configuration achieved the lowest specific energy, cutting force, and torque, thus improving cutting efficiency and reducing cutter tooth wear.</p></list-item></list></p>
</sec>

      
      </body>
    <back><notes notes-type="dataavailability"><title>Data availability</title>

      <p id="d2e4073">The data and materials in this paper are available upon request made directly to the corresponding author.</p>
  </notes><notes notes-type="authorcontribution"><title>Author contributions</title>

      <p id="d2e4079">YH: writing – original draft, writing – review and editing, and software. PJ: methodology and project administration. CC: formal analysis and supervision. HL: conceptualization and data curation.</p>
  </notes><notes notes-type="competinginterests"><title>Competing interests</title>

      <p id="d2e4085">The contact author has declared that none of the authors has any competing interests.</p>
  </notes><notes notes-type="disclaimer"><title>Disclaimer</title>

      <p id="d2e4091">Publisher's note: Copernicus Publications remains neutral with regard to jurisdictional claims made in the text, published maps, institutional affiliations, or any other geographical representation in this paper. While Copernicus Publications makes every effort to include appropriate place names, the final responsibility lies with the authors. Views expressed in the text are those of the authors and do not necessarily reflect the views of the publisher.</p>
  </notes><notes notes-type="reviewstatement"><title>Review statement</title>

      <p id="d2e4097">This paper was edited by Pengyuan Zhao and reviewed by two anonymous referees.</p>
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