<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1600681</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2025.1600681</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Energy dissipation properties of backfill materials under compaction in solid waste backfill mining</article-title>
<alt-title alt-title-type="left-running-head">Yu et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmats.2025.1600681">10.3389/fmats.2025.1600681</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Yu</surname>
<given-names>Bangyong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2667597/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>He</surname>
<given-names>Xu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2803760/overview"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Ying</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Jiang</surname>
<given-names>Jinglin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Ang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Zhen</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/Writing - review &#x26; editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Institute of Construction Engineering Technology</institution>, <institution>Changzhou Vocational Institute of Engineering</institution>, <addr-line>Changzhou</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Wuxi RL Precision Machinery Co., Ltd.</institution>, <addr-line>Wuxi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2647304/overview">Hao Shi</ext-link>, Anhui University of Science and Technology, China</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1389562/overview">Fei Guo</ext-link>, China Three Gorges University, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/566638/overview">Marta Zaccone</ext-link>, Proplast Consortium for the Promotion of the Plastic Culture, Italy</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3030963/overview">Qinghen Gu</ext-link>, Anhui University of Science and Technology, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xu He, <email>8000001038@czie.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>22</day>
<month>05</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>12</volume>
<elocation-id>1600681</elocation-id>
<history>
<date date-type="received">
<day>26</day>
<month>03</month>
<year>2025</year>
</date>
<date date-type="accepted">
<day>30</day>
<month>04</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Yu, He, Zhang, Jiang, Li and Li.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Yu, He, Zhang, Jiang, Li and Li</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>The compaction of backfill materials is critical in Solid Waste Backfill Mining (SWBM) systems, as it can reduce the chance of dynamic hazards effectively. Despite its importance, the compaction and energy dissipation properties of backfill materials are still not fully understood. In this research, a series of laboratory tests were conducted to explore the deformation, particle morphology, and energy dissipation properties of gangue particles. The results indicated that the process of axial strain increase encompassed three stages: rapid increase (0&#x223c;2 MPa) stage, slow increase (2&#x223c;8 MPa) stage, and slight increase (8&#x223c;16 MPa) stage. For the specimen (<italic>n</italic> &#x3d; 0.4), the particle flatness ranges from 1.38 to 1.75 and decreases gradually with some fluctuations. The total surface area and particle crushing energy exhibit a similar trend, both increasing monotonically with the increase of axial stress, varying within 0.688&#x223c;2.092 m<sup>2</sup> and 4.81&#x223c;14.35 kJ/m<sup>3</sup>, respectively. The relationship between particle crushing energy and axial strain is approximated by a linear function. The energy consumed by particle breakage constitutes a small proportion (0.7%&#x223c;7.8%) of the total energy consumption for specimen deformation, while the majority of energy consumption is attributed to inter-particle friction, especially in the later compaction stage. However, the initial particle size distribution has negligible influence on the total surface area and particle crushing energy.</p>
</abstract>
<kwd-group>
<kwd>solid waste backfill mining</kwd>
<kwd>backfill materials</kwd>
<kwd>particle morphology</kwd>
<kwd>energy dissipation</kwd>
<kwd>particle crushing energy</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Structural Materials</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>With the development of underground mining, the complexity and depth of underground mining operations has led to an increasing risk of dynamic hazards, including rock bursts, coal and gas outbursts, and shockwaves (<xref ref-type="bibr" rid="B41">Zhou et al., 2016</xref>; <xref ref-type="bibr" rid="B29">Wu et al., 2020</xref>; <xref ref-type="bibr" rid="B28">Wu et al., 2022</xref>; <xref ref-type="bibr" rid="B26">Shi et al., 2023a</xref>; <xref ref-type="bibr" rid="B30">Wu et al., 2024</xref>; <xref ref-type="bibr" rid="B35">Zhang et al., 2025</xref>). These events may have devastating consequences for mine safety and productivity. Therefore, it is critical to develop effective measures to control and mitigate these dynamic hazards.</p>
<p>In recent years, solid waste backfill mining (SWBM) technology, which is the core technology to realize green mining, has been widely applied in more than 20 mining areas in China (<xref ref-type="bibr" rid="B37">Zhang et al., 2022</xref>; <xref ref-type="bibr" rid="B25">Shi et al., 2023b</xref>). The basic principle of strata movement control in SWBM is achieved by an independent backfilling system. Solid waste backfill materials (e.g., gangue, fly ash, and other solid wastes on the ground) are pre-treated, transported to underground, and then backfilled into the goaf to replace the original coal seam supporting the roof, thus restrict overlying strata movement. As the working face advances, the backfill materials are further compacted and effectively support the overlying strata. Simultaneously, during the compaction process, the energy released from the deformation and failure of the roof is absorbed. SWBM has demonstrated its potential to not only reduce the chance of dynamic hazards effectively (<xref ref-type="bibr" rid="B36">Zhang et al., 2019a</xref>; <xref ref-type="bibr" rid="B16">Li et al., 2021</xref>), but also provide an environmental-friendly method for the dispose of gangue or other solid wastes (<xref ref-type="bibr" rid="B13">Huang et al., 2011</xref>). As SWBM continues to gain attention in the mining industry, it is essential to understand the compaction characteristics and energy dissipation properties of backfill materials. These two factors play important roles in understanding the effectiveness of SWBM to mitigate dynamic hazards and ensure safe mining operations.</p>
<p>The compaction properties of backfill materials are affected by many factors, such as particle morphology, particle size, and particle type (<xref ref-type="bibr" rid="B9">Hamdani, 1983</xref>; <xref ref-type="bibr" rid="B4">Day et al., 2000</xref>; <xref ref-type="bibr" rid="B3">Cho et al., 2006</xref>; <xref ref-type="bibr" rid="B20">Ma et al., 2014</xref>; <xref ref-type="bibr" rid="B34">Yu et al., 2020</xref>; <xref ref-type="bibr" rid="B17">Li et al., 2023</xref>; <xref ref-type="bibr" rid="B27">Shi et al., 2024</xref>; <xref ref-type="bibr" rid="B39">Zhang et al., 2023</xref>; <xref ref-type="bibr" rid="B33">Yang et al., 2024</xref>; <xref ref-type="bibr" rid="B31">Xu et al., 2024</xref>). The particles can be crushed during the loading (<xref ref-type="bibr" rid="B11">Hardin, 1985</xref>; <xref ref-type="bibr" rid="B45">Coop et al., 2004</xref>; <xref ref-type="bibr" rid="B8">Guerrero and Vallejo, 2005</xref>; <xref ref-type="bibr" rid="B2">Casini et al., 2013</xref>; <xref ref-type="bibr" rid="B5">De and Mcdowell, 2016</xref>), which may be influenced by various factors including applied stress, the initial grading of the tested specimens (<xref ref-type="bibr" rid="B45">Coop et al., 2004</xref>), the change in particle mixture (<xref ref-type="bibr" rid="B19">Ma et al., 2015</xref>), the geological framework (<xref ref-type="bibr" rid="B1">Aydin et al., 2006</xref>) and the complex shape in physics and geometry.</p>
<p>Studies have been conducted broadly to investigate the energy dissipation properties of rocks (<xref ref-type="bibr" rid="B18">Liu et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Meng et al., 2016</xref>; <xref ref-type="bibr" rid="B40">Zhou et al., 2020</xref>; <xref ref-type="bibr" rid="B10">Han et al., 2022</xref>; <xref ref-type="bibr" rid="B32">Yan et al., 2024</xref>; <xref ref-type="bibr" rid="B6">Deng et al., 2023</xref>; <xref ref-type="bibr" rid="B22">Reches and Wetzler, 2025</xref>). In the process of rock failure, energy dissipation always exists, which is an irreversible process (<xref ref-type="bibr" rid="B23">Rezaei et al., 2015</xref>; <xref ref-type="bibr" rid="B24">Sangkyu et al., 2019</xref>; <xref ref-type="bibr" rid="B38">Zhang et al., 2019b</xref>; <xref ref-type="bibr" rid="B34">Yu et al., 2020</xref>). The energy dissipation properties are closely related to the types of rocks, water content, and loading methods (<xref ref-type="bibr" rid="B12">Hou et al., 2021</xref>; <xref ref-type="bibr" rid="B14">Jin et al., 2022</xref>).</p>
<p>This study is motivated by understanding the significance of the compaction and energy dissipation properties of backfill materials in SWBM. Specifically, this study aims to (1.) design a compacting device that can be installed on the electro-hydraulic servo-controlled test system to simulate the compaction of backfill materials in SWBM; (2.) test specimens of gangue particles with different size distributions to characterize the deformation, particle morphology evolution, and energy dissipation properties during compaction; and (3.) investigate the correlation between particle crushing energy and axial stress.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Testing system</title>
<p>Backfill materials in working faces of SWBM are confined horizontally by sidewalls and the internal friction between themselves. A compacting device was designed to simulate the compaction of backfill materials in SWBM and characterize their energy dissipation properties. As shown in <xref ref-type="fig" rid="F1">Figure 1</xref>, the compacting device consisted of three main parts: a piston, a cylinder tube, and a pedestal. The piston was employed to apply axial load to the test backfill materials. The cylinder tube was fabricated from fully quenched 45&#x23; steel, of which the elastic modulus was 210 GPa. The inner diameter and the wall thickness of this steel cylinder were 100 and 10 mm, respectively. The test accuracy of the pressing machine were axial force 20 N and axial stress 0.001 mm.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Compacting device.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g001.tif"/>
</fig>
</sec>
<sec id="s2-2">
<title>2.2 Experimental materials and specimen preparation</title>
<p>The gangue specimens used as backfill materials in this research were collected from the &#x2212;592 m deep strata of Xiaojihan coal mine in Shanxi province of China. The main mineral composition of the tested gangue was determined through experimental analysis, showing that the gaugue specimens consist of 32% feldspar, 28% quartz, 12% kaolinite, 9% illite, 7% chlorite, 4% calcite, 3% siderite, and 5% other minerals. The average dry density was 2,562 kg/m<sup>3</sup>. The uniaxial compressive strength, tensile strength, cohesion, internal friction angle, elasticity modulus, and fracture toughness were 58.61 MPa, 7.65 MPa, 10.32 MPa, 34.08&#xb0;, 30.40 GPa and 0.44 MPa m<sup>1/2</sup>, respectively.</p>
<p>The test specimens were prepared in the laboratory following the procedure below: (1.) The gangue blocks were initially crushed into particles; (2.) The particles were separated by separation screens into five groups by their sizes, with diameters ranging from 2.5 to 5 mm (group A), 5&#x223c;8 mm (group B), 8&#x223c;10 mm (group C), 10&#x2013;12 mm (group D), and 12&#x223c;15 mm (group E), as shown in <xref ref-type="fig" rid="F2">Figure 2</xref>; and (3.) Specimens were prepared by mixing particles from groups A&#x223c;E, with a total mass of 2000 g. To account for the diverse size distribution of backfill materials and overcome the dimension disaster, each specimen was created using a combination of particles from different diameter ranges, according to Talbot theory (<xref ref-type="bibr" rid="B34">Yu et al., 2020</xref>). The Talbot formula is written in the following form<disp-formula id="e1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>P</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>max</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
<mml:mo>&#xd7;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <inline-formula id="inf1">
<mml:math id="m2">
<mml:mrow>
<mml:mi>P</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the passing rate of each diameter size in gangue particles, <inline-formula id="inf2">
<mml:math id="m3">
<mml:mrow>
<mml:mi>d</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the particle diameter, <inline-formula id="inf3">
<mml:math id="m4">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>max</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the maximum particle diameter, and <inline-formula id="inf4">
<mml:math id="m5">
<mml:mrow>
<mml:mi>n</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the Talbot exponent. Based on <xref ref-type="disp-formula" rid="e1">Equation 1</xref>, the mass amount in each diameter range of the gangue specimens for four different cases (<italic>n</italic> &#x3d; 0.2, <italic>n</italic> &#x3d; 0.4, <italic>n</italic> &#x3d; 0.6, and <italic>n</italic> &#x3d; 0.8) are provided in <xref ref-type="table" rid="T1">Table 1</xref>.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Gangue particles in different diameter ranges.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g002.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>The mass amount in each diameter range of each specimen.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Specimen no.</th>
<th rowspan="2" align="center">Talbot exponent</th>
<th colspan="5" align="center">Mass in each diameter range (g)</th>
</tr>
<tr>
<th align="center">2.5&#x2013;5 mm</th>
<th align="center">5&#x2013;8 mm</th>
<th align="center">8&#x2013;10 mm</th>
<th align="center">10&#x2013;12 mm</th>
<th align="center">12&#x2013;15 mm</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1</td>
<td align="center">0.2</td>
<td align="center">690</td>
<td align="center">525.5</td>
<td align="center">267.2</td>
<td align="center">227.5</td>
<td align="center">289.8</td>
</tr>
<tr>
<td align="center">2</td>
<td align="center">0.4</td>
<td align="center">610</td>
<td align="center">521</td>
<td align="center">283.9</td>
<td align="center">251.5</td>
<td align="center">333.6</td>
</tr>
<tr>
<td align="center">3</td>
<td align="center">0.6</td>
<td align="center">534.4</td>
<td align="center">511.6</td>
<td align="center">298.3</td>
<td align="center">275.2</td>
<td align="center">380.5</td>
</tr>
<tr>
<td align="center">4</td>
<td align="center">0.8</td>
<td align="center">464.3</td>
<td align="center">497.7</td>
<td align="center">310.4</td>
<td align="center">298.1</td>
<td align="center">429.5</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-3">
<title>2.3 Testing procedure</title>
<p>Due to the movement of the overlying strata, the backfill materials in the working face are subjected to varying levels of loading over time. The compaction level increases gradually from beginning to end. Therefore, the impact of the compaction level (axial stress) on the energy dissipation of the backfill materials need to be considered. Given the working face depth (&#x2212;592 m) and the <italic>in-situ</italic> strata stress (average bulk density of 0.024 MN/m<sup>3</sup>), a maximum axial stress of 16 MPa was prescribed for the compacting test. In this test, the axial stress was set to five different levels (2, 4, 8, 12, and 16 MPa). Thus, the energy dissipation properties of the four specimens were tested under six different conditions (including the initial state). A total of 24 sets of experiments were conducted.</p>
<p>To obtain the energy dissipation properties under different axial stresses, an axial force control mode was applied and the specimens were separated after the test. Each set of experiments was repeated three times, and the average test results were used in the analysis. <xref ref-type="fig" rid="F3">Figure 3</xref> illustrates the testing procedure.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Testing procedure.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g003.tif"/>
</fig>
</sec>
<sec id="s2-4">
<title>2.4 Particle flatness calculation</title>
<p>In this research, particle flatness, <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:mi>f</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, was employed to quantify the evolution of particle morphology. It was expressed by the following equation.<disp-formula id="e2">
<mml:math id="m7">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>where <inline-formula id="inf6">
<mml:math id="m8">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf7">
<mml:math id="m9">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the maximum and minimum Feret&#x2019;s diameters of the particles, respectively. The specific notation for the two diameters is shown in <xref ref-type="fig" rid="F4">Figure 4</xref>. Based on <xref ref-type="disp-formula" rid="e2">Equation 2</xref>, this value is always greater than or equal to 1. Particle flatness characterizes the elongation of particles; the closer a particle is to a spherical shape, the closer this value is to 1. Conversely, the more flattened and elongated the particle, the higher the value.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Feret&#x2019;s diameters of the particle.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g004.tif"/>
</fig>
</sec>
<sec id="s2-5">
<title>2.5 Energy dissipation parameters calculation</title>
<p>Strain energy density is used to express the energy consumed by the deformation of specimens per unit volume under compaction. In this test, the elastic deformation of testing equipment (e.g., dowel bar, compacting head, piston, cylindrical tube, and pedestal) played a negligible role, and the work done by the pressure machine was mainly consumed by the deformation of specimens and friction between the gangue particles and cylindrical tube inner wall. The work done by compaction per unit volume of specimen <inline-formula id="inf8">
<mml:math id="m10">
<mml:mrow>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> can be calculated by<disp-formula id="e3">
<mml:math id="m11">
<mml:mrow>
<mml:mi>W</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
</mml:msubsup>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>Based on <xref ref-type="disp-formula" rid="e3">Equation 3</xref>, the unit energy dissipation of the friction between the gangue particles and the cylindrical tube&#x2019;s inner wall <inline-formula id="inf9">
<mml:math id="m12">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> can be calculated by<disp-formula id="e4">
<mml:math id="m13">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mi>&#x3b5;</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="|">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>2</mml:mn>
<mml:mi>&#x3c0;</mml:mi>
<mml:mi>r</mml:mi>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mi>d</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:mi>r</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
<mml:mi>&#x3bc;</mml:mi>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mi>r</mml:mi>
</mml:mfrac>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>where <inline-formula id="inf10">
<mml:math id="m14">
<mml:mrow>
<mml:mi>&#x3bc;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf11">
<mml:math id="m15">
<mml:mrow>
<mml:mi>&#x3bb;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf12">
<mml:math id="m16">
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf13">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the friction coefficient, lateral pressure coefficient, radius of the cylindrical tube inner wall, and initial height of specimen, respectively. In <xref ref-type="disp-formula" rid="e4">Equation 4</xref>, the friction coefficient and lateral pressure coefficient were set at 0.25 and 0.43, respectively (<xref ref-type="bibr" rid="B41">Zhou et al., 2016</xref>).</p>
<p>Therefore, the strain energy density <inline-formula id="inf14">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> of the specimen can be expressed as<disp-formula id="e5">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>W</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.1075</mml:mn>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>h</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mi>r</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
</p>
<p>Based on <xref ref-type="disp-formula" rid="e5">Equation 5</xref>, the energy consumption during the compaction process of a unit volume specimen includes particle crushing energy, <inline-formula id="inf15">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, frictional energy dissipation, <inline-formula id="inf16">
<mml:math id="m21">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, between particles, particle deformation energy, <inline-formula id="inf17">
<mml:math id="m22">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and other forms of energy dissipation, <inline-formula id="inf18">
<mml:math id="m23">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, which can be expressed by <xref ref-type="disp-formula" rid="e6">Equation 6</xref>
<disp-formula id="e6">
<mml:math id="m24">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi>&#x3b5;</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>According to Griffith&#x2019;s fracture mechanics theory, the energy consumption <inline-formula id="inf19">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> associated with the formation of new fracture surfaces during particle breakage can be expressed (<xref ref-type="bibr" rid="B15">Lawn, 1993</xref>)<disp-formula id="e7">
<mml:math id="m26">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
<mml:mo>&#x394;</mml:mo>
<mml:mi>A</mml:mi>
<mml:mo>/</mml:mo>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <inline-formula id="inf20">
<mml:math id="m27">
<mml:mrow>
<mml:msub>
<mml:mi>K</mml:mi>
<mml:mrow>
<mml:mi>I</mml:mi>
<mml:mi>C</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the fracture toughness of the particle material, <inline-formula id="inf21">
<mml:math id="m28">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:mi>A</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the area of the new fracture surfaces generated by particle breakage, and <inline-formula id="inf22">
<mml:math id="m29">
<mml:mrow>
<mml:mi>E</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the elastic modulus of the particle material.</p>
<p>The relationship between the surface area, <inline-formula id="inf23">
<mml:math id="m30">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>S</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of an individual gangue particle and its particle size, <inline-formula id="inf24">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, can be expressed by <xref ref-type="disp-formula" rid="e8">Equation 8</xref>
<disp-formula id="e8">
<mml:math id="m32">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x221d;</mml:mo>
<mml:msubsup>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>In this test, gangue particles of different size ranges were sieved using circular perforated sieves. Considering that gangue particles are irregular polyhedra and that their particle circularity decreases during compaction (<xref ref-type="bibr" rid="B34">Yu et al., 2020</xref>), in this research, spherical shapes were used to simulate gangue particles for volume calculation. For a single spherical particle with a diameter of <inline-formula id="inf25">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, its volume, <inline-formula id="inf26">
<mml:math id="m34">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, is calculated as follows<disp-formula id="e9">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>For gangue particles within a certain size range, considering their irregular shape, the average of the upper and lower sieve apertures <inline-formula id="inf27">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf28">
<mml:math id="m37">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was taken as the characteristic value, <inline-formula id="inf29">
<mml:math id="m38">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of the particle size for that range, which can be expressed as<disp-formula id="e10">
<mml:math id="m39">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>D</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>By substituting <inline-formula id="inf30">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi mathvariant="normal">i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="disp-formula" rid="e10">Equation 10</xref> into <xref ref-type="disp-formula" rid="e9">Equation 9</xref> instead of <inline-formula id="inf31">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <xref ref-type="disp-formula" rid="e9">Equation 9</xref> can be rewritten as <xref ref-type="disp-formula" rid="e11">Equation 11</xref>.<disp-formula id="e11">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>
</p>
<p>Assuming the number of particles within this size range is <inline-formula id="inf32">
<mml:math id="m43">
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, the total surface area, <inline-formula id="inf33">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of all particles can be expressed as<disp-formula id="e12">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>Thus, the total mass, <inline-formula id="inf34">
<mml:math id="m46">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of particles within this size range can be expressed as<disp-formula id="e13">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3c1;</mml:mi>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mi>&#x3c0;</mml:mi>
<mml:msup>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mo>/</mml:mo>
<mml:mn>6</mml:mn>
</mml:mrow>
</mml:math>
<label>(13)</label>
</disp-formula>where <inline-formula id="inf35">
<mml:math id="m48">
<mml:mrow>
<mml:mi>&#x3c1;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the density of the gangue particles.</p>
<p>By combining <xref ref-type="disp-formula" rid="e12">Equations 12</xref>, <xref ref-type="disp-formula" rid="e13">13</xref>, we obtain<disp-formula id="e14">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>6</mml:mn>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:mi>&#x3c1;</mml:mi>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(14)</label>
</disp-formula>
</p>
<p>During the compaction process of the specimens, under a certain axial stress, <inline-formula id="inf36">
<mml:math id="m50">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, the mass, <inline-formula id="inf37">
<mml:math id="m51">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of gangue particles in each size range can be obtained through sieving and weighing. Substituting these values into <xref ref-type="disp-formula" rid="e14">Equation 14</xref>, we obtain the total surface area, <inline-formula id="inf38">
<mml:math id="m52">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, of gangue particles for that size range. Summing the values calculated for each size range provides the total surface area of gangue particles, <inline-formula id="inf39">
<mml:math id="m53">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, in the entire specimen, which can be expressed by <xref ref-type="disp-formula" rid="e15">Equation 15</xref>.<disp-formula id="e15">
<mml:math id="m54">
<mml:mrow>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mn>6</mml:mn>
</mml:munderover>
</mml:mstyle>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(15)</label>
</disp-formula>
</p>
<p>Using the data from the previous axial stress, <inline-formula id="inf40">
<mml:math id="m55">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
<mml:mrow>
<mml:mi mathvariant="normal">j</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, the increment, <inline-formula id="inf41">
<mml:math id="m56">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, in the surface area of gangue particles can be obtained.<disp-formula id="e16">
<mml:math id="m57">
<mml:mrow>
<mml:mo>&#x394;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mi>j</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(16)</label>
</disp-formula>
</p>
<p>Substituting <xref ref-type="disp-formula" rid="e16">Equation 16</xref> into <xref ref-type="disp-formula" rid="e7">Equation 7</xref>, the energy required to generate new surfaces during gangue particle breakage, <inline-formula id="inf42">
<mml:math id="m58">
<mml:mrow>
<mml:msubsup>
<mml:mi>W</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, can be calculated.</p>
<p>Therefore, under axial stress, <inline-formula id="inf43">
<mml:math id="m59">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
<mml:mi mathvariant="normal">j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, the particle crushing energy consumption, <inline-formula id="inf44">
<mml:math id="m60">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula>, per unit volume of the specimen can be expressed by <xref ref-type="disp-formula" rid="e17">Equation 17</xref>
<disp-formula id="e17">
<mml:math id="m61">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>j</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:munderover>
<mml:mo>&#x2211;</mml:mo>
<mml:mn>1</mml:mn>
<mml:mi>j</mml:mi>
</mml:munderover>
</mml:mstyle>
<mml:msubsup>
<mml:mi>W</mml:mi>
<mml:mi>b</mml:mi>
<mml:mi>j</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(17)</label>
</disp-formula>where <inline-formula id="inf45">
<mml:math id="m62">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>j</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the volume of the specimen under axial stress.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>3 Results</title>
<sec id="s3-1">
<title>3.1 Deformation properties</title>
<p>Based on the test data of axial stress and axial strain, the relationship between axial strain and axial stress was investigated (<xref ref-type="fig" rid="F5">Figure 5</xref>). As observed, the axial strain increased with the increase in axial stress. The increase in axial strain consisted of three stages: the rapid increase (0&#x223c;2 MPa) stage, the slow increase (2&#x223c;8 MPa) stage, and the slight increase (8&#x223c;16 MPa) stage. During the rapid increase stage, the axial strain increased quickly by 45.87%&#x2013;50.97% of the total increment (0&#x223c;16 MPa). During the slight increase stage, the axial strain increased slightly by 12.43%&#x2013;13.51% of the total increment and tended to become stable.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Axial strain vs. axial stress curves. <bold>(a)</bold> n &#x3d; 0.2 <bold>(b)</bold> n &#x3d; 0.4 <bold>(c)</bold> n &#x3d; 0.6 <bold>(d)</bold> n &#x3d; 0.8.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g005.tif"/>
</fig>
<p>The relationship between axial strain and axial stress was approximated by a negative exponential function, and the correlation coefficients were all above 0.99. The axial strain was expressed by <xref ref-type="disp-formula" rid="e18">Equation 18</xref>
<disp-formula id="e18">
<mml:math id="m63">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>a</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="|">
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>b</mml:mi>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(18)</label>
</disp-formula>where <inline-formula id="inf46">
<mml:math id="m64">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the axial strain, <inline-formula id="inf47">
<mml:math id="m65">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the axial stress, and <inline-formula id="inf48">
<mml:math id="m66">
<mml:mrow>
<mml:mi>a</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf49">
<mml:math id="m67">
<mml:mrow>
<mml:mi>b</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> are fitting parameters.</p>
</sec>
<sec id="s3-2">
<title>3.2 Particle morphology evolution</title>
<p>To investigate the evolution of particle morphology, the particle morphology and size measurement method proposed by Yu et al. was applied (<xref ref-type="bibr" rid="B34">Yu et al., 2020</xref>). The &#x201c;Analyze Particles&#x201d; function of ImageJ was employed in this research to calculate the maximum and minimum Feret&#x2019;s diameters of each particle. The particle flatness was then calculated using <xref ref-type="disp-formula" rid="e2">Equation 2</xref>.</p>
<p>
<xref ref-type="table" rid="T2">Table 2</xref> exhibits the calculated particle flatness (<italic>n</italic> &#x3d; 0.4), and <xref ref-type="fig" rid="F6">Figure 6</xref> shows the relationship between particle flatness and axial stress. As seen, the particle flatness varied from 1.38 to 1.75 across different axial stress levels. With the increase of axial stress, the particle flatness decreased gradually with some fluctuations. This can be mainly explained by the constant particle breakage during compaction, leading to the detachment of particle edges and corners. Hence, the gangue particles became more and more regular in shape. Interestingly, the particle flatness of gangue particles in the 0&#x223c;2.5 mm range was relatively low and stable as compared to larger particles, ranging from 1.38 to 1.45. This is mainly because smaller particles are more regular in shape and less likely to break again. In contrast, for the gangue particles with diameters of 5&#x223c;8 mm, 8&#x223c;10 mm, and 10&#x223c;12 mm ranges, the particle flatness values fluctuated significantly, mainly due to random breakage of larger particles during compaction. Under 16 MPa axial stress, the particle flatness values ranged from 1.39 to 1.42. The flatness values of particles in the 0&#x223c;2.5 mm, 2.5&#x223c;5 mm, and 12&#x223c;15 mm ranges were relatively lower, while those in the 5&#x223c;8 mm, 8&#x223c;10 mm, and 10&#x223c;12 mm ranges were relatively higher.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Particle flatness of the specimen under compaction (<italic>n</italic> &#x3d; 0.4).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Axial stress (MPa)</th>
<th colspan="6" align="center">Particle flatness under compaction</th>
</tr>
<tr>
<th align="left">0&#x2013;2.5 mm</th>
<th align="left">2.5&#x2013;5 mm</th>
<th align="left">5&#x2013;8 mm</th>
<th align="left">8&#x2013;10 mm</th>
<th align="left">10&#x2013;12 mm</th>
<th align="left">12&#x2013;15 mm</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Initial state</td>
<td align="center">&#x2014;</td>
<td align="center">1.61</td>
<td align="center">1.75</td>
<td align="center">1.69</td>
<td align="center">1.69</td>
<td align="center">1.52</td>
</tr>
<tr>
<td align="center">2</td>
<td align="center">1.45</td>
<td align="center">1.60</td>
<td align="center">1.61</td>
<td align="center">1.61</td>
<td align="center">1.49</td>
<td align="center">1.48</td>
</tr>
<tr>
<td align="center">4</td>
<td align="center">1.44</td>
<td align="center">1.58</td>
<td align="center">1.52</td>
<td align="center">1.60</td>
<td align="center">1.46</td>
<td align="center">1.47</td>
</tr>
<tr>
<td align="center">8</td>
<td align="center">1.43</td>
<td align="center">1.47</td>
<td align="center">1.49</td>
<td align="center">1.49</td>
<td align="center">1.51</td>
<td align="center">1.43</td>
</tr>
<tr>
<td align="center">12</td>
<td align="center">1.38</td>
<td align="center">1.42</td>
<td align="center">1.55</td>
<td align="center">1.52</td>
<td align="center">1.38</td>
<td align="center">1.41</td>
</tr>
<tr>
<td align="center">16</td>
<td align="center">1.38</td>
<td align="center">1.40</td>
<td align="center">1.43</td>
<td align="center">1.44</td>
<td align="center">1.42</td>
<td align="center">1.40</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Particle flatness vs. axial stress curves.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g006.tif"/>
</fig>
</sec>
<sec id="s3-3">
<title>3.3 Energy dissipation properties</title>
<p>
<xref ref-type="table" rid="T3">Table 3</xref> exhibits the calculated strain energy density values, which varied from 74.05 kJ/m<sup>3</sup> to 614.87 kJ/m<sup>3</sup>. When the compaction started, the specimen structure was loose, with many voids, low friction between gangue particles, and many particle edges, making them prone to breakage. Consequently, the energy consumption for specimen deformation was low. Thus, the specimen was easily deformed, and the strain energy density increased slowly. During the 0&#x223c;4 MPa process, axial strain accounted for 69.41%&#x223c;73.48% of the total strain, while strain energy density accounted for only 31.43%&#x223c;34.88% of the total increment. As the compaction progressed, the specimen structure became dense, featuring close contact among gangue particles, higher friction, and reduced particle movement and breakage. As a result, significant energy was required for the specimen to deform.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Strain energy density of the specimens under compaction.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Specimen no.</th>
<th rowspan="2" align="center">Talbot exponent</th>
<th colspan="5" align="center">Strain energy density under compaction (kJ&#xb7;m<sup>-3</sup>)</th>
</tr>
<tr>
<th align="center">2 MPa</th>
<th align="center">4 MPa</th>
<th align="center">8 MPa</th>
<th align="center">12 MPa</th>
<th align="center">16 MPa</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">1</td>
<td align="center">0.2</td>
<td align="center">74.05</td>
<td align="center">187.59</td>
<td align="center">355.43</td>
<td align="center">519.98</td>
<td align="center">596.77</td>
</tr>
<tr>
<td align="center">2</td>
<td align="center">0.4</td>
<td align="center">77.89</td>
<td align="center">204.59</td>
<td align="center">349.39</td>
<td align="center">453.61</td>
<td align="center">614.87</td>
</tr>
<tr>
<td align="center">3</td>
<td align="center">0.6</td>
<td align="center">83.37</td>
<td align="center">206.78</td>
<td align="center">351.59</td>
<td align="center">477.74</td>
<td align="center">592.93</td>
</tr>
<tr>
<td align="center">4</td>
<td align="center">0.8</td>
<td align="center">87.76</td>
<td align="center">204.59</td>
<td align="center">346.10</td>
<td align="center">494.20</td>
<td align="center">594.03</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="table" rid="T4">Table 4</xref> exhibits the calculated total surface area, and <xref ref-type="fig" rid="F7">Figure 7</xref> shows the relationship between total surface area and axial stress. As indicated in <xref ref-type="fig" rid="F7">Figure 7</xref>, the total surface area varied from 0.688 m<sup>2</sup> to 2.092 m<sup>2</sup> and increased monotonically with the increase of the axial stress. When the axial stress was lower than 4 MPa, the total surface area increased rapidly, accounting for 54.44%&#x2013;70.33% of the total increment. This was observed primarily due to the particle morphology in the initial stage of compaction, during which particles had numerous edges, and some were slender. When the specimen was compressed, stress concentration easily occurred, forming large new fracture surfaces. The total surface area increased slowly between 4 MPa and 16 MPa. However, the initial particle size distribution (Talbot exponent) had negligible influence on the total surface area.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>Total surface area of the specimens under compaction.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Talbot exponent</th>
<th colspan="6" align="center">Total surface area of the specimens (m<sup>2</sup>)</th>
</tr>
<tr>
<th align="center">Initial state</th>
<th align="center">2 MPa</th>
<th align="center">4 MPa</th>
<th align="center">8 MPa</th>
<th align="center">12 MPa</th>
<th align="center">16 MPa</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0.2</td>
<td align="center">0.789</td>
<td align="center">1.411</td>
<td align="center">1.692</td>
<td align="center">1.829</td>
<td align="center">1.904</td>
<td align="center">2.092</td>
</tr>
<tr>
<td align="center">0.4</td>
<td align="center">0.754</td>
<td align="center">1.416</td>
<td align="center">1.459</td>
<td align="center">1.803</td>
<td align="center">2.010</td>
<td align="center">2.049</td>
</tr>
<tr>
<td align="center">0.6</td>
<td align="center">0.720</td>
<td align="center">1.295</td>
<td align="center">1.585</td>
<td align="center">1.690</td>
<td align="center">1.812</td>
<td align="center">1.950</td>
</tr>
<tr>
<td align="center">0.8</td>
<td align="center">0.688</td>
<td align="center">1.211</td>
<td align="center">1.452</td>
<td align="center">1.708</td>
<td align="center">1.881</td>
<td align="center">1.927</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Total surface area vs. axial stress curves.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g007.tif"/>
</fig>
<p>
<xref ref-type="table" rid="T5">Table 5</xref> exhibits the calculated particle crushing energy, and <xref ref-type="fig" rid="F8">Figure 8</xref> shows how the particle crushing energy vary with axial stress. As illustrated in <xref ref-type="fig" rid="F8">Figure 8</xref>, the particle crushing energy varied from 4.81 kJ/m<sup>3</sup> to 14.35 kJ/m<sup>3</sup> and increased monotonically with the increase of the axial stress. The trend in strain energy density is similar to that of the total surface area and can be divided into two stages, with 4 MPa as the inflection point: a rapid increase stage below 4 MPa and a slow increase stage above 4 MPa.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>Particle crushing energy of the specimens under compaction.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Talbot exponent</th>
<th colspan="5" align="center">Particle crushing energy under compaction (kJ&#xb7;m<sup>-3</sup>)</th>
</tr>
<tr>
<th align="center">2 MPa</th>
<th align="center">4 MPa</th>
<th align="center">8 MPa</th>
<th align="center">12 MPa</th>
<th align="center">16 MPa</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">0.2</td>
<td align="center">5.56</td>
<td align="center">8.77</td>
<td align="center">10.79</td>
<td align="center">12.05</td>
<td align="center">14.29</td>
</tr>
<tr>
<td align="center">0.4</td>
<td align="center">5.96</td>
<td align="center">6.97</td>
<td align="center">10.99</td>
<td align="center">13.51</td>
<td align="center">14.35</td>
</tr>
<tr>
<td align="center">0.6</td>
<td align="center">5.23</td>
<td align="center">8.64</td>
<td align="center">10.27</td>
<td align="center">11.95</td>
<td align="center">13.75</td>
</tr>
<tr>
<td align="center">0.8</td>
<td align="center">4.81</td>
<td align="center">7.68</td>
<td align="center">10.85</td>
<td align="center">13.18</td>
<td align="center">13.96</td>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>The particle crushing energy vs. axial stress curves.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>The relationship between the particle crushing energy and axial strain. <bold>(a)</bold> n &#x3d; 0.2 <bold>(b)</bold> n &#x3d; 0.4 <bold>(c)</bold> n &#x3d; 0.6 <bold>(d)</bold> n &#x3d; 0.8.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g009.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="discussion" id="s4">
<title>4 Discussion</title>
<p>As illustrated in <xref ref-type="fig" rid="F9">Figure 9</xref>, the relationship between particle crushing energy <inline-formula id="inf50">
<mml:math id="m68">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and axial strain <inline-formula id="inf51">
<mml:math id="m69">
<mml:mrow>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, was approximated by a linear function, and the correlation coefficients were all above 0.94. The particle crushing energy was expressed by <xref ref-type="disp-formula" rid="e19">Equation 19</xref>.<disp-formula id="e19">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>&#x3b5;</mml:mi>
</mml:mrow>
</mml:math>
<label>(19)</label>
</disp-formula>where <inline-formula id="inf52">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is a fitting parameter.</p>
<p>The energy consumption during the compaction of a unit volume specimen includes particle crushing energy <inline-formula id="inf53">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, frictional energy dissipation <inline-formula id="inf54">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> between particles, particle deformation energy <inline-formula id="inf55">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and other forms of energy dissipation <inline-formula id="inf56">
<mml:math id="m75">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Considering the mutual filling of large and small gangue particles in the specimen and the absence of significant elastic deformation observed during the test, <inline-formula id="inf57">
<mml:math id="m76">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">d</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf58">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">e</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> can be neglected. The energy consumption during the compaction process mainly includes <inline-formula id="inf59">
<mml:math id="m78">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf60">
<mml:math id="m79">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bd;</mml:mi>
<mml:mi mathvariant="normal">f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> between particles. Based on the test data, the relationship between the increment in particle crushing energy and the increment in strain energy density can be established, as shown in <xref ref-type="fig" rid="F10">Figure 10</xref>. As indicated in <xref ref-type="fig" rid="F10">Figure 10</xref>, with the increase of the axial stress, the ratio of particle crushing energy to strain energy density decreased overall, varying from 0.7% to 7.8%. Within the 0&#x223c;2 MPa range, the increment in particle crushing energy was 5.88%&#x223c;7.81% of the increment in strain energy density. Within the 12&#x223c;16 MPa range, the increment in particle crushing energy was 1.45%&#x223c;2.34% of the strain energy density. This trend suggests that throughout the entire compaction process, the energy consumed by particle breakage accounted for a small proportion of the total energy consumption for specimen deformation. The majority of energy consumption was contributed by inter-particle friction. In particular, during the later stages of compaction, particles became more regular in shape and breakage primarily occurred in the form of grinding, which requires less energy.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>The ratio between increment in particle crushing energy and increment in strain energy density.</p>
</caption>
<graphic xlink:href="fmats-12-1600681-g010.tif"/>
</fig>
<p>As mentioned above, the deformation, particle morphology, and energy dissipation properties of gangue particles were obtained, and the change rules of particle flatness and particle crushing energy were analyzed. Our results can provide some theory and information for the further research on materials and technologies to reduce dynamic hazards in underground mining, such as selection of backfill materials, optimization of particle gradation, prediction of surface subsidence and mine pressure hazards.</p>
<p>However, it should be pointed out that in this research, due to the limitations of test equipment and test scheme, gangue particles were simplified into spherical particles when calculating the particle morphology characteristics, and the surface roughness of gangue particles was not considered. Therefore, the data such as surface area, volume and crushing energy dissipation were different from the facts to some extent. In the following research, high-precision 3D scanner will be used to accurately scan the morphology parameters of particles, and the energy dissipation properties during compaction will be obtained.</p>
</sec>
<sec sec-type="conclusion" id="s5">
<title>5 Conclusion</title>
<p>This research aimed to investigate the compaction behavior of gangue particles in SWBM using a custom-designed testing system. Specifically, this study characterized the deformation, particle morphology, and energy dissipation of gangue particles under various axial stresses. The key findings of this study are as follows:<list list-type="simple">
<list-item>
<p>1) The relationship between axial strain and axial stress was approximated by a negative exponential function, with three stages of axial strain increase: rapid increase (0&#x223c;2 MPa), slow increase (2&#x223c;8 MPa), and slight increase (8&#x223c;16 MPa).</p>
</list-item>
<list-item>
<p>2) For the specimen (<italic>n</italic> &#x3d; 0.4), the particle flatness ranged from 1.38 to 1.75. With the increase of axial stress, the particle flatness decreased gradually with some fluctuations. Among them, the flatness of gangue particles in the 0&#x223c;2.5 mm range was relatively small and stable, ranging from 1.38 to 1.45.</p>
</list-item>
<list-item>
<p>3) The total surface area varied from 0.688 m<sup>2</sup> to 2.092 m<sup>2</sup>, increasing monotonically with the increase of the axial stress. When the axial stress was lower than 4 MPa, the total surface area increased rapidly, while the total surface area increased slowly between 4 MPa and 16 MPa. Besides, the initial particle size distribution (Talbot exponent) had a negligible impact on the total surface.</p>
</list-item>
<list-item>
<p>4) The particle crushing energy increased monotonically from 4.81 kJ/m<sup>3</sup> to 14.35 kJ/m<sup>3</sup> with the increase of the axial stress, following a similar trend to that of the total surface area and could be divided into two stages with 4 MPa as the inflection point. The relationship between particle crushing energy and axial strain was approximated by a linear function.</p>
</list-item>
<list-item>
<p>5) The ratio between increment in particle crushing energy and increment in strain energy density ranged from 0.7% to 7.8% and tended to decrease on the whole. Throughout the compaction process, particle breakage accounted for a small proportion of the total energy consumption for specimen deformation, while inter-particle friction dominated the energy dissipation process, especially during the later compaction stages.</p>
</list-item>
</list>
</p>
<p>The findings of this study highlight the importance of understanding the compaction behavior of gangue particles in SWBM, as it can help prevent dynamic hazards and ensure safety in mining operations. By understanding the importance of the compaction and energy dissipation properties of backfill materials, effective measures can be taken to minimize the risk of dynamic hazards. Ultimately, this knowledge can contribute to a safer and more sustainable mining industry.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material, further inquiries can be directed to the corresponding author.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>BY: Writing &#x2013; original draft, Writing &#x2013; review and editing. XH: Data curation, Writing &#x2013; review and editing. YZ: Investigation, Resources, Writing &#x2013; review and editing. JJ: Data curation, Writing &#x2013; review and editing. AL: Formal Analysis, Software, Writing &#x2013; review and editing. ZL: Funding acquisition, Methodology, Writing &#x2013; review and editing.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that financial support was received for the research and/or publication of this article. This work was funded by the Science and Technology Project of Changzhou (Grant no. CE20235011), the QingLan Project (Grant no.30320190222002), the Changzhou Longcheng Talent Program - Young Science and Technology Talent Lifting Project (Grant no.30520190722002).</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>Authors BY and ZL were employed by Wuxi RL Precision Machinery Co., Ltd.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The authors declare that no Generative AI was used in the creation of this manuscript.</p>
</sec>
<sec sec-type="disclaimer" id="s11">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aydin</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Borja</surname>
<given-names>R. I.</given-names>
</name>
<name>
<surname>Eichhubl</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Geological and mathematical framework for failure modes in granular rock</article-title>. <source>J. Struct. Geol.</source> <volume>28</volume>, <fpage>83</fpage>&#x2013;<lpage>98</lpage>. <pub-id pub-id-type="doi">10.1016/j.jsg.2005.07.008</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Casini</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Viggiani</surname>
<given-names>G. M. B.</given-names>
</name>
<name>
<surname>Springman</surname>
<given-names>S. M.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Breakage of an artificial crushable material under loading</article-title>. <source>Granul. Matter</source> <volume>15</volume>, <fpage>661</fpage>&#x2013;<lpage>673</lpage>. <pub-id pub-id-type="doi">10.1007/s10035-013-0432-x</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cho</surname>
<given-names>G. C.</given-names>
</name>
<name>
<surname>Dodds</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Santamarina</surname>
<given-names>J. C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Particle shape effects on packing density, stiffness, and strength: natural and crushed sands</article-title>. <source>J. Geotechnical &#x26; Geoenvironmental Eng.</source> <volume>132</volume>, <fpage>591</fpage>&#x2013;<lpage>602</lpage>. <pub-id pub-id-type="doi">10.1061/(asce)1090-0241(2006)132:5(591)</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Coop</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Sorensen</surname>
<given-names>K. K.</given-names>
</name>
<name>
<surname>Bodas Freitas</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Georgoutsos</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Particle breakage during shearing of a carbonate sand</article-title>. <source>Geotechnique</source> <volume>54</volume>, <fpage>157</fpage>&#x2013;<lpage>163</lpage>. <pub-id pub-id-type="doi">10.1680/geot.54.3.157.36347</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Day</surname>
<given-names>R. W.</given-names>
</name>
<name>
<surname>Boutwell</surname>
<given-names>G. P.</given-names>
</name>
<name>
<surname>Benson</surname>
<given-names>C. H.</given-names>
</name>
<name>
<surname>Blotz</surname>
<given-names>L. R.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Estimating optimum water content and maximum dry unit weight for compacted clays</article-title>. <source>J. Geotechnical &#x26; Geoenvironmental Eng.</source> <volume>126</volume>, <fpage>195</fpage>&#x2013;<lpage>197</lpage>. <pub-id pub-id-type="doi">10.1061/(asce)1090-0241(2000)126:2(195)</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De</surname>
<given-names>B. J. P.</given-names>
</name>
<name>
<surname>Mcdowell</surname>
<given-names>G. R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Particle breakage criteria in discrete-element modelling</article-title>. <source>Geotechnique</source> <volume>66</volume>, <fpage>1014</fpage>&#x2013;<lpage>1027</lpage>. <pub-id pub-id-type="doi">10.1680/jgeot.15.p.280</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deng</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Xiong</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Jiang</surname>
<given-names>Q.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Temperature-dependent permeability model of granite after thermal treatment based on energy dissipation theory and fractal theory</article-title>. <source>Rock Mech. Rock Eng.</source> <volume>56</volume>, <fpage>6321</fpage>&#x2013;<lpage>6335</lpage>. <pub-id pub-id-type="doi">10.1007/s00603-023-03382-4</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guerrero</surname>
<given-names>S. L.</given-names>
</name>
<name>
<surname>Vallejo</surname>
<given-names>L. E.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Discrete element method evaluation of granular crushing under direct shear test conditions</article-title>. <source>J. Geotechnical &#x26; Geoenvironmental Eng.</source> <volume>131</volume>, <fpage>1295</fpage>&#x2013;<lpage>1300</lpage>. <pub-id pub-id-type="doi">10.1061/(ASCE)1090-0241(2005)131:10(1295)</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamdani</surname>
<given-names>I. H.</given-names>
</name>
</person-group> (<year>1983</year>). <article-title>Optimum moisture content for compacting soils one-point method</article-title>. <source>J. Irrigation &#x26; Drainage Eng.</source> <volume>109</volume>, <fpage>232</fpage>&#x2013;<lpage>237</lpage>. <pub-id pub-id-type="doi">10.1061/(asce)0733-9437(1983)109:2(232)</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Han</surname>
<given-names>Z. Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>D. Y.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X. B.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Dynamic mechanical properties and wave propagation of composite rock-mortar specimens based on SHPB tests</article-title>. <source>Int. J. Min. Sci. Technol.</source> <volume>32</volume>, <fpage>793</fpage>&#x2013;<lpage>806</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijmst.2022.05.008</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hardin</surname>
<given-names>B. O.</given-names>
</name>
</person-group> (<year>1985</year>). <article-title>Crushing of soil particles</article-title>. <source>J. Geotechnical Eng.</source> <volume>111</volume>, <fpage>1177</fpage>&#x2013;<lpage>1192</lpage>. <pub-id pub-id-type="doi">10.1061/(asce)0733-9410(1985)111:10(1177)</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hou</surname>
<given-names>Y. Q.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>S. H.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>S. X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>M. Z.</given-names>
</name>
<name>
<surname>Cao</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Energy consumption characteristics and damage characteristics of full tailings cemented backfill under impact loading</article-title>. <source>Chin. J. Nonferrous Metals</source> <volume>31</volume>, <fpage>1661</fpage>&#x2013;<lpage>1671</lpage>. <pub-id pub-id-type="doi">10.11817/j.ysxb.1004.0609.2021-37755</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>Y. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Nie</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Backfilling technology of substituting waste and fly ash for coal underground in China coal mining area</article-title>. <source>Environ. Eng. &#x26; Manag. J.</source> <volume>10</volume>, <fpage>769</fpage>&#x2013;<lpage>775</lpage>. <pub-id pub-id-type="doi">10.30638/eemj.2011.104</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jin</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Liao</surname>
<given-names>Z. X.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Effect of dynamic load and water content on failure and energy dissipation characteristics of red sandstone</article-title>. <source>Rock Soil Mech.</source> <volume>43</volume>, <fpage>3231</fpage>&#x2013;<lpage>3240</lpage>. <pub-id pub-id-type="doi">10.16285/j.rsm.2021.2128</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Lawn</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>1993</year>). <source>Fracture of brittle solids</source>. <publisher-name>Cambridge University Press, Cambridge, United Kingdom</publisher-name>.</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Sun</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yan</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Deformation behaviour of crushed waste rock under lateral cyclic loading</article-title>. <source>Rock Mech. Rock Eng.</source> <volume>54</volume>, <fpage>6665</fpage>&#x2013;<lpage>6672</lpage>. <pub-id pub-id-type="doi">10.1007/s00603-021-02607-8</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Zhu</surname>
<given-names>C.</given-names>
</name>
<etal/>
</person-group> (<year>2023</year>). <article-title>Layered re-breaking behavior of gangue backfilling materials and inspirations for protecting mined ecological environments</article-title>. <source>Constr. Build. Mater.</source> <volume>368</volume>, <fpage>130477</fpage>. <pub-id pub-id-type="doi">10.1016/j.conbuildmat.2023.130477</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Xie</surname>
<given-names>H. P.</given-names>
</name>
<name>
<surname>Hou</surname>
<given-names>Z. M.</given-names>
</name>
<name>
<surname>Yang</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Damage evolution of rock salt under cyclic loading in unixial tests</article-title>. <source>Acta Geotech.</source> <volume>9</volume>, <fpage>153</fpage>&#x2013;<lpage>160</lpage>. <pub-id pub-id-type="doi">10.1007/s11440-013-0236-5</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Bai</surname>
<given-names>H. B.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>Z. Q.</given-names>
</name>
<name>
<surname>Pu</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Effect of particle mixture on seepage properties of crushed mudstones</article-title>. <source>Transp. Porous Media</source> <volume>108</volume>, <fpage>257</fpage>&#x2013;<lpage>277</lpage>. <pub-id pub-id-type="doi">10.1007/s11242-015-0473-1</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname>
<given-names>Z. G.</given-names>
</name>
<name>
<surname>Gu</surname>
<given-names>R. X.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>Z. M.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Experimental study on creep behavior of saturated disaggregated sandstone</article-title>. <source>Int. J. Rock Mech. &#x26; Min. Sci.</source> <volume>66</volume>, <fpage>76</fpage>&#x2013;<lpage>83</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijrmms.2014.01.004</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meng</surname>
<given-names>Q. B.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>M. W.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>L. J.</given-names>
</name>
<name>
<surname>Pu</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Nie</surname>
<given-names>T.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Effects of acoustic emission and energy evolution of rock specimens under the uniaxial cyclic loading and unloading compression</article-title>. <source>Rock Mech. Rock Eng.</source> <volume>49</volume>, <fpage>3873</fpage>&#x2013;<lpage>3886</lpage>. <pub-id pub-id-type="doi">10.1007/s00603-016-1077-y</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reches</surname>
<given-names>Z.</given-names>
</name>
<name>
<surname>Wetzler</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2025</year>). <article-title>Energy dissipation and fault dilation during intact-rock faulting</article-title>. <source>J. Struct. Geol.</source> <volume>191</volume>, <fpage>105325</fpage>. <pub-id pub-id-type="doi">10.1016/j.jsg.2024.105325</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rezaei</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Hossaini</surname>
<given-names>M. F.</given-names>
</name>
<name>
<surname>Majdi</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Determination of longwall mining-induced stress using the strain energy method</article-title>. <source>Rock Mech. Rock Eng.</source> <volume>48</volume>, <fpage>2421</fpage>&#x2013;<lpage>2433</lpage>. <pub-id pub-id-type="doi">10.1007/s00603-014-0704-8</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sangkyu</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Young</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Yong</surname>
<given-names>H. J.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Frictional energy dissipation for coupled systems subjected to harmonically varying loads</article-title>. <source>Tribol. Int.</source> <volume>134</volume>, <fpage>205</fpage>&#x2013;<lpage>210</lpage>. <pub-id pub-id-type="doi">10.1016/j.triboint.2019.01.021</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H. Q.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2023b</year>). <article-title>A novel obtaining method and mesoscopic mechanism of pseudo-shear strength parameter evolution of sandstone</article-title>. <source>Environ. Earth Sci.</source> <volume>82</volume>, <fpage>60</fpage>. <pub-id pub-id-type="doi">10.1007/s12665-023-10748-y</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H. Q.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2023a</year>). <article-title>Dynamic strength characteristics of fractured rock mass</article-title>. <source>Eng. Fract. Mech.</source> <volume>292</volume>, <fpage>109678</fpage>. <pub-id pub-id-type="doi">10.1016/j.engfracmech.2023.109678</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shi</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H. Q.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>W. L.</given-names>
</name>
<name>
<surname>Song</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Pull-out debonding characteristics of rockbolt with prefabricated cracks in rock: a numerical study based on particle flow code</article-title>. <source>Comput. Part. Mech.</source> <volume>11</volume>, <fpage>29</fpage>&#x2013;<lpage>53</lpage>. <pub-id pub-id-type="doi">10.1007/s40571-023-00607-9</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Gao</surname>
<given-names>Y.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Du</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Effects of carbon nanotube dosage and aggregate size distribution on mechanical property and microstructure of cemented rockfill</article-title>. <source>Cem. Concr. Compos.</source> <volume>127</volume>, <fpage>104408</fpage>&#x2013;<lpage>104421</lpage>. <pub-id pub-id-type="doi">10.1016/j.cemconcomp.2022.104408</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>L. Y.</given-names>
</name>
<name>
<surname>Meng</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>S. C.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Strength prediction model considering material, ultrasonic and stress of cemented waste rock backfill for recycling gangue</article-title>. <source>J. Clean. Prod.</source> <volume>276</volume>, <fpage>123189</fpage>. <pub-id pub-id-type="doi">10.1016/j.jclepro.2020.123189</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wu</surname>
<given-names>J. Y.</given-names>
</name>
<name>
<surname>Wong</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yin</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Jing</surname>
<given-names>H. W.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Improvement of cemented rockfill by premixing low-alkalinity activator and fly ash for recycling gangue and partially replacing cement</article-title>. <source>Cem. Concr. Compos.</source> <volume>145</volume>, <fpage>105345</fpage>. <pub-id pub-id-type="doi">10.1016/j.cemconcomp.2023.105345</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2024</year>). <article-title>Experimental study on permeability characteristics of compacted backfill Body after gangue grouting and backfilling in the mining space</article-title>. <source>Appl. Sci.</source> <volume>14</volume>, <fpage>6045</fpage>. <pub-id pub-id-type="doi">10.3390/app14146045</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yan</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Kang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Zuo</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Cai</surname>
<given-names>M.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Study on damage anisotropy and energy evolution mechanism of jointed rock mass based on energy dissipation theory</article-title>. <source>Bull. Eng. Geol. Environ.</source> <volume>82</volume>, <fpage>294</fpage>. <pub-id pub-id-type="doi">10.1007/s10064-023-03278-1</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Yang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Fang</surname>
<given-names>J. J.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Aslani</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>He</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>L. F.</given-names>
</name>
<etal/>
</person-group> (<year>2024</year>). <article-title>Compression load-bearing characteristics and consolidation mechanism of grout-modified solid backfill materials</article-title>. <source>J. China Uni. Mining Technol.</source>, 53, <fpage>456</fpage>&#x2013;<lpage>468</lpage>. <pub-id pub-id-type="doi">10.13247/j.cnki.jcumt.20230438</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yu</surname>
<given-names>B. Y.</given-names>
</name>
<name>
<surname>Pan</surname>
<given-names>S. C.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>K. S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Particle crushing and morphology evolution of saturated crushed gangue under compaction</article-title>. <source>Adv. Civ. Eng.</source> <volume>2020</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1155/2020/8839302</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Feng</surname>
<given-names>J. V.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Ma</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Q.</given-names>
</name>
</person-group> (<year>2025</year>). <article-title>Research progress of strata control theory and method in deep backfilling mining</article-title>. <source>Bull. Natl. Nat. Sci. Found. China</source> <volume>38</volume>, <fpage>1043</fpage>&#x2013;<lpage>1051</lpage>. <pub-id pub-id-type="doi">10.16262/j.cnki.1000-8217.2024.06.011</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Jv</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2019a</year>). <article-title>Practice and technique of green mining with integration of mining, dressing, backfilling and <italic>X</italic> in coal resources</article-title>. <source>J. China Coal Soc.</source> <volume>44</volume>, <fpage>64</fpage>&#x2013;<lpage>73</lpage>. <pub-id pub-id-type="doi">10.13225/j.cnki.jccs.2018.5045</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>Q.</given-names>
</name>
<name>
<surname>Zhou</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Huang</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Research progress and prospect of coal based solid waste backfilling mining technology</article-title>. <source>J. China Coal Soc.</source> <volume>47</volume>, <fpage>4167</fpage>&#x2013;<lpage>4181</lpage>. <pub-id pub-id-type="doi">10.13225/j.cnki.jccs.2022.1053</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Lv</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2019b</year>). <article-title>Creep energy damage model of rock graded loading</article-title>. <source>Results Phys.</source> <volume>12</volume>, <fpage>1119</fpage>&#x2013;<lpage>1125</lpage>. <pub-id pub-id-type="doi">10.1016/j.rinp.2018.12.081</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhang</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>X. J.</given-names>
</name>
<name>
<surname>Pang</surname>
<given-names>M. K.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Study on compaction and re-crushing of crushed gangue considering intermittent grading</article-title>. <source>J. Central South Univ. Sci. Technol.</source> <volume>54</volume>, <fpage>314</fpage>&#x2013;<lpage>326</lpage>. <pub-id pub-id-type="doi">10.11817/j.issn.1672-7207.2023.01.029</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>C. T.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>H. B.</given-names>
</name>
<name>
<surname>Xu</surname>
<given-names>Y. X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>A plastic strain based statistical damage model for brittle to ductile behaviour of rocks</article-title>. <source>Geomechanics Eng.</source> <volume>21</volume>, <fpage>349</fpage>&#x2013;<lpage>356</lpage>. <pub-id pub-id-type="doi">10.12989/gae.2020.21.4.349</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Han</surname>
<given-names>X. L.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>J. X.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Compressive deformation and energy dissipation of crushed coal gangue</article-title>. <source>Powder Technol.</source> <volume>297</volume>, <fpage>220</fpage>&#x2013;<lpage>228</lpage>. <pub-id pub-id-type="doi">10.1016/j.powtec.2016.04.026</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>