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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mech. Eng.</journal-id>
<journal-title>Frontiers in Mechanical Engineering</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mech. Eng.</abbrev-journal-title>
<issn pub-type="epub">2297-3079</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1514002</article-id>
<article-id pub-id-type="doi">10.3389/fmech.2025.1514002</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Mechanical Engineering</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Modelling fatigue induced change in hyperelastic response of SBR/NR blends</article-title>
<alt-title alt-title-type="left-running-head">Nambiar and Mythravaruni</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmech.2025.1514002">10.3389/fmech.2025.1514002</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Nambiar</surname>
<given-names>Adtihya</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
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<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>Mythravaruni</surname>
<given-names>P.</given-names>
</name>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
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<aff>
<institution>Rubber Technology Centre</institution>, <institution>Indian Institute of Technology Kharagpur</institution>, <addr-line>Kharagpur</addr-line>, <country>India</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/114303/overview">Abdelmageed A. Elmustafa</ext-link>, Old Dominion University, United States</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/1542457/overview">Davood Rahmatabadi</ext-link>, University of Tehran, Iran</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2209385/overview">Antonio Pellegrino</ext-link>, University of Bath, United Kingdom</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Adtihya Nambiar, <email>adithyanambiar998@gmail.com</email>; P. Mythravaruni, <email>varuni.mythra@gmail.com</email>, <email>pmvaruni@rtc.iitkgp.ac.in</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>31</day>
<month>03</month>
<year>2025</year>
</pub-date>
<pub-date pub-type="collection">
<year>2025</year>
</pub-date>
<volume>11</volume>
<elocation-id>1514002</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>10</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>17</day>
<month>03</month>
<year>2025</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2025 Nambiar and Mythravaruni.</copyright-statement>
<copyright-year>2025</copyright-year>
<copyright-holder>Nambiar and Mythravaruni</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>Traditionally, fatigue of hyperelastic materials has been modelled using Continuum Damage Mechanics. Although CDM can very accurately simulate damage due to fatigue, CDM can simulate only a small control volume of the material efficiently. If the model is not extremely precise, simulating the bulk structure becomes computationally costly and more error-prone. A systematic approach is utilised to examine the fatigue-induced property change in rubber composites. Hyperelasticity, and failure characteristics, such as tensile strength and elongation at break, are used to create the model. In this paper, the Energy Limiter approach is used to develop a constitutive model that can capture the variation of material parameters with fatigue. To model the variation of material parameters with the number of loading cycles, uniaxial tensile tests are conducted after subjecting the samples to different number of fatigue loading cycles. The experimental data obtained from the tensile test is used in an optimisation algorithm to find the model parameters that provide the best fit to the experimental behaviour. With the predicted parameters, the tensile test is simulated in ABAQUS incorporating element deletion and the results of the ABAQUS simulation are compared with experimental behaviour and model response. Finally, a relation for model parameters as a function of life factor is obtained.</p>
</abstract>
<kwd-group>
<kwd>hyperelasicity</kwd>
<kwd>fatigue</kwd>
<kwd>ABAQUS</kwd>
<kwd>yeoh model</kwd>
<kwd>rubber</kwd>
<kwd>MATLAB</kwd>
<kwd>energy limiter</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Solid and Structural Mechanics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>Fatigue can be simulated for hyperelastic materials using Continuum Damage Mechanics by phasefield modelling (<xref ref-type="bibr" rid="B6">Miehe and Sch&#xe4;nzel, 2014</xref>; <xref ref-type="bibr" rid="B5">Loew et al., 2020</xref>). In the work by <xref ref-type="bibr" rid="B6">Miehe and Sch&#xe4;nzel (2014)</xref>, using phase-field modelling, they were able to simulate crackinitiationaccording to Griffith&#x2019;s Law, and in the work by <xref ref-type="bibr" rid="B5">Loew et al. (2020)</xref>, fatigue damage was simulated with phasefield modelling incorporating viscous dissipation. However, in both works (<xref ref-type="bibr" rid="B6">Miehe and Sch&#xe4;nzel, 2014</xref>) and (<xref ref-type="bibr" rid="B5">Loew et al., 2020</xref>), the modelling was done by using the CDM approach, which simulates damage at the microstructure level. This method gives extremely accurate results, but the computational power required and time will be very high. In CDM the degradation of material properties is described by the damage parameter, which is an internal variable governed by the damage evolution equation. To model damage evolution including initiation and propagation of microcracks, a very fine mesh is needed leading to a high computational load and time (<xref ref-type="bibr" rid="B8">Rodr&#xed;guez et al., 2006</xref>). Due to the absence of internal variables, their critical threshold conditions, and evolution equations this energy limiter approach is simpler than CDM (<xref ref-type="bibr" rid="B13">Volokh, 2007a</xref>; <xref ref-type="bibr" rid="B16">Volokhh, 2008</xref>). <xref ref-type="bibr" rid="B13">Volokh (2007a)</xref> proposed the softening Hyperelasticity approach as a potential substitute for both the complex technique of damage mechanics including internal variables and the straightforward pointwise failure criterion of material strength. <xref ref-type="bibr" rid="B16">Volokhh (2008)</xref> used this approach to model failure in soft biological tissues and fracture of brittle materials. In this case, using energy limiters can be seen as a promising method for simulating failure in hyperelastic materials. Rather than using Continuum Damage Mechanics, using energy limiters is computationally less expensive and provides excellent accuracy. <xref ref-type="bibr" rid="B14">Volokh (2007b)</xref> introduced the concept of the critical failure energy to limit the strain energy. The material softening is controlled by this energy limiter. Energy limiters do not consider any changes to the microstructure of the material since the main energy limiter term <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is calibrated from the stress strain response curve (<xref ref-type="bibr" rid="B15">Volokh, 2016</xref>). Any microstructural changes will be included in the energy limiter term <inline-formula id="inf2">
<mml:math id="m2">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a6;</mml:mi>
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</inline-formula>. <xref ref-type="bibr" rid="B7">Mythravaruni and Volokh (2018)</xref> have analysed the failure of rubber bearings under combined compression and shear, by enhancing the strain energy density with a limiter. The direction in which crack initiates, has been found by associating it with the loss of strong ellipticity. <xref ref-type="bibr" rid="B11">Trapper (2010)</xref> have studied the high-velocity penetration of projectile into a brittle plate by modelling the dynamic failure propagation using energy-limiter approach. Using the functional form of strain energy given in <xref ref-type="bibr" rid="B14">Volokh (2007b)</xref>, and adopting a technique for element deletion, given in <xref ref-type="bibr" rid="B11">Trapper (2010)</xref>, the strain softening in the bulk material can be modelled.</p>
<p>The main limitation of the energy limiter approach used in all these works is that this approach is suitable for monotonic loadings. Many researchers in the past have conducted studies to assess the change in the material response due to cyclic loading. <xref ref-type="bibr" rid="B12">Vinogradov et al. (2001)</xref>, have performed experiments including vibrocreep tests and post cyclic stress strain teststo study the effects of temperature, frequencies, mean stress and stress amplitudes on the creep behaviour of Nylon 6/6 and polyvinylidene fluoride (PVDF). <xref ref-type="bibr" rid="B10">Tasdemir et al. (2023)</xref>, developed data-driven constitutive model based on feed-forward neural networks trained with data obtained from random uniaxial stress controlled loading of titanium specimens. <xref ref-type="bibr" rid="B9">S&#xe1;nchez-Santana et al. (2008)</xref>, investigated the dynamic response of 6061-T6 aluminium alloy and AISI 4140T steel specimens with prior fatigue damage induced due to low cycle fatigue. <xref ref-type="bibr" rid="B3">Fang et al. (2008)</xref>, performed experiments to study the degradation of tensile fracture properties of polycarbonate and acrylonitrile&#x2013;butadiene&#x2013;styrene (PC/ABS) due to cyclic loading. <xref ref-type="bibr" rid="B4">Gal&#xe1;n L&#xf3;pez et al. (2011)</xref>, studied the change in the microstructure and tensile properties of titanium alloy specimens subjected to different number of fatigue loading cycles. In all these studies, theenergy limiter approach has not been used to obtain the change in the mechanical response of elastomer blends due to fatigue cycles of loading and unloading.</p>
<p>Until now, all such experiments related to the energy limiter approach and material constant prediction by optimisation have only been done on pristine samples. None have been subjected to any sort of prior loading (dynamic or fatigue). The motivation for this work is that there has not been any investigation into the effect of fatigue loading on the material parameters used in constitutive models for elastomeric blends. Also, there has not been any study using the energy limiter approach in investigating the effect of fatigue loading on material parameters.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>Materials and methods</title>
<sec id="s2-1">
<title>Sample preparation</title>
<p>SBR/NR blends have the combined properties of NR: exceptional tensile properties, better stress relief, electrical insulation, high abrasion and fatigue resistance and SBR: abrasion resistance and weather resistance. These properties make SBR/NR blend very much suited for use in tyres and rubber belts. NR was masticated for 4&#xa0;min before being blended with SBR for another 4&#xa0;min in the first stage. Carbon black is incorporated in the SBR/NR blend in two major parts. Half of the constituents (zinc oxide and stearic acid) are added after half of the carbon black was added. The other half of the carbon black and remaining constituents are added after some time.</p>
<p>The following formulation was used to prepare the samples to be used for experimentation:</p>
<p>This formulation shown in <xref ref-type="table" rid="T1">Table 1</xref> is selected from <xref ref-type="bibr" rid="B1">Anand and Vishvanathperumal (2022)</xref>. The formulation is first mixed in Brabender Plasticorder. The total compounding is done for 25&#xa0;min at 50&#xb0;C. The cure characteristics of prepared samples are found using a moving die rheometer at 160&#xb0;C for 40&#xa0;min. The mix is then moulded into 2&#xa0;mm thick sheets and cured simultaneously in a hydraulic moulding machine. ASTM D412-shaped dumbbell samples are punched out from the moulded sheet for performing experiments.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Formulation for sample preparation.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Material</th>
<th align="center">Amount (PHR)</th>
<th align="center">Supplier</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">SBR 1502</td>
<td align="center">50</td>
<td align="center">Reliance</td>
</tr>
<tr>
<td align="center">NR</td>
<td align="center">50</td>
<td align="center">Local source</td>
</tr>
<tr>
<td align="center">N330</td>
<td align="center">50</td>
<td align="center">Oriental</td>
</tr>
<tr>
<td align="center">Zinc Oxide</td>
<td align="center">5</td>
<td align="center">NOCIL</td>
</tr>
<tr>
<td align="center">Stearic Acid</td>
<td align="center">2</td>
<td align="center">NOCIL</td>
</tr>
<tr>
<td align="center">Sulphur</td>
<td align="center">2</td>
<td align="center">TCL</td>
</tr>
<tr>
<td align="center">MBTS</td>
<td align="center">1</td>
<td align="center">NOCIL</td>
</tr>
<tr>
<td align="center">TMTD</td>
<td align="center">1</td>
<td align="center">NOCIL</td>
</tr>
<tr>
<td align="center">Processing Oil</td>
<td align="center">5</td>
<td align="center">NOCIL</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>A total of 7 samples are taken and tested. Out of these seven samples, only one is pristine, and the remaining are subjected to prior fatigue loading in DeMattia Flex tester before subjecting the samples to tensile test in UTM. In the flex tester, the samples were subjected to pure tensile strain in each cycle. Each cycle incorporated an R ratio of 0 as the samples were subjected to tensile strain only. The strain amount was set by calibrating the cross-head displacement to a value of 66&#xa0;mm. In the DeMattia Flex Tester, the sample was subjected to cyclic loading at a frequency of 5&#xa0;Hz. Each sample was subjected to tensile fatigue and one sample was removed from the setup whenever there was a significant growth in the crack length. Then this sample is subjected to uniaxial extension at a rate of 500&#xa0;mm/min in ZWICK UTM 1445 and the uniaxial stress-strain response is obtained.</p>
</sec>
<sec id="s2-2">
<title>Modelling using energy limiters</title>
<p>Next, the tensile test data from UTM is used to calibrate and validate the compressible Yeoh Model (<xref ref-type="bibr" rid="B2">Bergstr&#xf6;m, 2015</xref>) incorporating energy limiters. This constitutive model describes the stress-strain response of intact material without failure.<disp-formula id="e1">
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<p>Where <inline-formula id="inf7">
<mml:math id="m10">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is first strain invariant and<bold>B</bold> and <bold>C</bold> are theleft and right Cauchy strain tensors, defined as <inline-formula id="inf8">
<mml:math id="m11">
<mml:mrow>
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf9">
<mml:math id="m12">
<mml:mrow>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
<disp-formula id="equ2">
<mml:math id="m13">
<mml:mrow>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mtext>&#x2002;</mml:mtext>
<mml:mo>;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ3">
<mml:math id="m14">
<mml:mrow>
<mml:msup>
<mml:mi>J</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">det</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi mathvariant="bold-italic">B</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi mathvariant="italic">det</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi mathvariant="bold-italic">C</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ4">
<mml:math id="m15">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>and,<disp-formula id="equ5">
<mml:math id="m16">
<mml:mrow>
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>where <inline-formula id="inf10">
<mml:math id="m17">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf11">
<mml:math id="m18">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the stretch ratios in the principal axes.</p>
<p>For uniaxial tensile loading of isotropic rubber composite, the stretch ratios in the other two orthogonal axes are assumed to be the same, which gives: <inline-formula id="inf12">
<mml:math id="m19">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</p>
<p>Hence,<disp-formula id="equ6">
<mml:math id="m20">
<mml:mrow>
<mml:msup>
<mml:mi>J</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mn>4</mml:mn>
</mml:msup>
<mml:mo>;</mml:mo>
<mml:mtext>&#x2003;</mml:mtext>
<mml:mi>J</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Therefore, from the above relation, <xref ref-type="disp-formula" rid="e2">Equation 2</xref>, <inline-formula id="inf13">
<mml:math id="m21">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> becomes:<disp-formula id="e3">
<mml:math id="m22">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:mfrac>
</mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msup>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:msubsup>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
</p>
<p>
<xref ref-type="disp-formula" rid="e3">Equation 3</xref> gives the strain invariant used in <xref ref-type="disp-formula" rid="e1">Equation 1</xref> in terms of the principal stretches. Now the hyperelastic stress-strain response of the Yeoh model when the material fails is obtained by introducing energy limiter (<xref ref-type="bibr" rid="B8">Rodr&#xed;guez et al., 2006</xref>) in the strain energy density function of the Yeoh model to incorporate failure:<disp-formula id="e4">
<mml:math id="m23">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="normal">&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
<p>Where <inline-formula id="inf14">
<mml:math id="m24">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the strain energy density of the material taking failure into account, <inline-formula id="inf15">
<mml:math id="m25">
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the energy limiter, <inline-formula id="inf16">
<mml:math id="m26">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is a constant which denotes the sharpness of the transition to failure, <inline-formula id="inf17">
<mml:math id="m27">
<mml:mrow>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the strain energy density function of the intact material without failure, and <inline-formula id="inf18">
<mml:math id="m28">
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the upper incomplete gamma function given by:<disp-formula id="equ7">
<mml:math id="m29">
<mml:mrow>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mi>x</mml:mi>
<mml:mi>&#x221e;</mml:mi>
</mml:msubsup>
<mml:msup>
<mml:mi>t</mml:mi>
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msup>
<mml:mi>d</mml:mi>
<mml:mi>t</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>From this strain energy density, the Cauchy stress is given by:<disp-formula id="equ8">
<mml:math id="m30">
<mml:mrow>
<mml:mi>&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>&#x3c8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi mathvariant="bold-italic">C</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="equ9">
<mml:math id="m31">
<mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>&#x3c8;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi mathvariant="bold-italic">C</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>From <xref ref-type="disp-formula" rid="e4">Equation 4</xref>,<disp-formula id="e5">
<mml:math id="m32">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>&#x2202;</mml:mi>
<mml:mi mathvariant="bold-italic">C</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi mathvariant="bold-italic">F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msup>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<disp-formula id="equ10">
<mml:math id="m33">
<mml:mrow>
<mml:mi mathvariant="bold">&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mn>33</mml:mn>
</mml:msub>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Where <inline-formula id="inf19">
<mml:math id="m34">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c3;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is the Cauchystress tensor acting on the principal plane and <inline-formula id="inf20">
<mml:math id="m35">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3c3;</mml:mi>
</mml:mrow>
<mml:mn>33</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the stress components.</p>
<p>Since the stress state in the gauge section of the dumbbell specimen is uniaxial during tensile loading in UTM, only the stress component in the direction along loading is non-zero. Thus, <inline-formula id="inf21">
<mml:math id="m36">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>33</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> . Finally,<disp-formula id="equ11">
<mml:math id="m37">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mtable columnalign="center">
<mml:mtr>
<mml:mtd>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
<mml:mtr>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
<mml:mtd>
<mml:mn>0</mml:mn>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>From <xref ref-type="disp-formula" rid="e1">Equations 1</xref>, <xref ref-type="disp-formula" rid="e5">5</xref>,<disp-formula id="e6">
<mml:math id="m38">
<mml:mrow>
<mml:mi mathvariant="bold">&#x3c3;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:msub>
<mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
</p>
<p>where<disp-formula id="equ12">
<mml:math id="m39">
<mml:mrow>
<mml:mi mathvariant="italic">dev</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2010;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfrac>
<mml:mover accent="true">
<mml:msub>
<mml:mi mathvariant="italic">I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mi mathvariant="bold-italic">I</mml:mi>
<mml:mo>,</mml:mo>
<mml:mover accent="true">
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mi mathvariant="italic">J</mml:mi>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2010;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:mfrac>
</mml:msup>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi mathvariant="bold-italic">B</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>and <bold>I</bold> is the identity matrix.</p>
<p>Here, from the tensile test, the engineering stress is obtained. This can be related to true stress <inline-formula id="inf22">
<mml:math id="m40">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> by<disp-formula id="e7">
<mml:math id="m41">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mrow>
<mml:mn>11</mml:mn>
<mml:mi>e</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mn>11</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
</p>
<p>Finally, from <xref ref-type="disp-formula" rid="e6">Equations 6</xref>, <xref ref-type="disp-formula" rid="e7">7</xref>,<disp-formula id="e8">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mrow>
<mml:mn>11</mml:mn>
<mml:mi>e</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<p>Also, since <disp-formula id="equ13">
<mml:math id="m43">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>&#x3c3;</mml:mi>
<mml:mn>33</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
<disp-formula id="e9">
<mml:math id="m44">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>22</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>The condition for the strain energy function used to define the element deletion in the simulation is given by <xref ref-type="bibr" rid="B14">Volokh (2007b)</xref> as, <disp-formula id="e10">
<mml:math id="m45">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c8;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="normal">&#x393;</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>,</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2264;</mml:mo>
<mml:mi>T</mml:mi>
<mml:mi>o</mml:mi>
<mml:mi>l</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>r</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>c</mml:mi>
<mml:mi>e</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:msup>
<mml:mn>10</mml:mn>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>5</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
<p>
<xref ref-type="disp-formula" rid="e10">Equation 10</xref> gives the element deletion criterion that has been implemented in the user subroutine VUMAT used in this work.</p>
<p>
<xref ref-type="disp-formula" rid="e8">Equation 8</xref> is used to define the stress strain relationship in the simulation. In this work, the element deletion criterion that has been implemented in the user subroutine VUMAT is that once the strain energy density <inline-formula id="inf23">
<mml:math id="m46">
<mml:mrow>
<mml:mi>W</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> becomes equal to or exceeds the energy limiter, the element deletion is activated. The model parameters are obtained by optimisation using MATLAB. Here, the values of <inline-formula id="inf24">
<mml:math id="m47">
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf25">
<mml:math id="m48">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="disp-formula" rid="e8">Equations 8</xref>, <xref ref-type="disp-formula" rid="e9">9</xref> are kept constant to help in the bounding of the optimisation function. Here, <xref ref-type="disp-formula" rid="e8">Equations 8</xref>, <xref ref-type="disp-formula" rid="e9">9</xref> are solved simultaneously for <inline-formula id="inf26">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3bb;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the material parameters <inline-formula id="inf27">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf28">
<mml:math id="m51">
<mml:mrow>
<mml:mi>&#x3d5;</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> are found by minimising the error between theoretical and experimental uniaxial stress.</p>
</sec>
</sec>
<sec sec-type="results" id="s3">
<title>Results</title>
<p>Initially, uniaxial tensile tests are performed on pristine sample and samples subjected to fatigue cycles and the result obtained for the stress-strain response of these samples is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>ASTM D412 geometry.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g001.tif"/>
</fig>
<p>It is seen that the material is getting weaker with increasing number of cycles. The discrepancies in the initial loading part of the curves can be due to errors induced by clamping and UTM calibration.</p>
<p>Out of these seven uniaxial tensile tests, the tests conducted at 700 cycles, 1,200 cycles and 1933 cycles are used to validate the model. The model parameters are obtained by calibrating the model using the data for pristine, 1,100, 2,447 and 3,701 cycles.</p>
<p>A total of 8,640 linear brick elements (hexahedral elements) with reduced integration (C3D8R) elements are used in the simulation. Mesh density is high in the gauge section compared to the ends. The size of the elements in the ends is around 1.8&#xa0;mm whereas in the gauge section, it is chosen to be around 0.5&#xa0;mm. The simulation of the uniaxial tensile test was performed by fixing one end of the specimen and pulling the other end at an elongation rate of 500&#xa0;mm/min (8.333&#xa0;mm/s). Dynamic Explicit step has been used for analysis as this tensile test has been conducted at a high rate and explicit time integration is computationallyefficient, especially for short-duration, high-speed dynamic events, and requires less memory as it solves element-level equations without needing to calculate global stiffness and mass matrices.</p>
<p>During optimization, the value of <inline-formula id="inf29">
<mml:math id="m52">
<mml:mrow>
<mml:mi mathvariant="normal">m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf30">
<mml:math id="m53">
<mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is kept constant at 200 and 0.001&#xa0;MPa<sup>-1</sup> to simplify optimisations. Hence, the parameters for the Yeoh model are as given in <xref ref-type="table" rid="T1">Table 1</xref>. The stress-strain response from uniaxial tensile tests of specimens fatigued for different number of cycles shows the same high sharpness of transition to failure and the bulk modulus of the specimens is much higher than the shear modulus for all the specimens. m represents the suddenness of the transition to failure, i.e., an abrupt rupture of molecular bonds. A relatively high value has been selected here as it sufficiently captures the sudden failure that is experienced in the tensile tests. <inline-formula id="inf31">
<mml:math id="m54">
<mml:mrow>
<mml:mi mathvariant="normal">D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> is compressibility which is the inverse of bulk modulus, the values of these two parameters are kept constant at 200 and 0.001&#xa0;MPa<sup>-1</sup> which could capture the experimental response reasonably well.</p>
<p>It is seen that there is also a decrease in the Modulus of the SBR/NR blends with the number of cycles. Here, the trend for all parameters is seen to vary exponentially with the Life factor (N/N<sub>f</sub>) and hence can be written as shown in <xref ref-type="table" rid="T3">Table 3</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Yeoh Model parameter values after different fatigue loading cycles.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">N</th>
<th align="left">0</th>
<th align="left">1,100</th>
<th align="left">2,447</th>
<th align="left">3,701</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">C1 (MPa)</td>
<td align="left">0.9127</td>
<td align="left">0.61</td>
<td align="left">0.6303</td>
<td align="left">0.6</td>
</tr>
<tr>
<td align="left">C2 (MPa)</td>
<td align="left">0.0268</td>
<td align="left">6.20E-02</td>
<td align="left">&#x2212;8.27E-03</td>
<td align="left">0.1064</td>
</tr>
<tr>
<td align="left">C3 (MPa)</td>
<td align="left">2.32E-14</td>
<td align="left">4.54E-04</td>
<td align="left">0.01342</td>
<td align="left">&#x2212;1.36E-03</td>
</tr>
<tr>
<td align="left">m</td>
<td align="left">200</td>
<td align="left">200</td>
<td align="left">200</td>
<td align="left">200</td>
</tr>
<tr>
<td align="left">&#x3d5; (MPa)</td>
<td align="left">29.2</td>
<td align="left">5.036</td>
<td align="left">3</td>
<td align="left">2.98</td>
</tr>
<tr>
<td align="left">D (MPa)<sup>&#x2212;1</sup>
</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
<td align="left">0.001</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Material parameters as functions of life factor, coefficients are obtained from fitting optimised parameters to an exponential function.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Parameter</th>
<th align="center">Relation</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">
<inline-formula id="inf32">
<mml:math id="m55">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mn mathvariant="bold">1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf33">
<mml:math id="m56">
<mml:mrow>
<mml:mn>0.994</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2.18</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">
<inline-formula id="inf34">
<mml:math id="m57">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mn mathvariant="bold">2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf35">
<mml:math id="m58">
<mml:mrow>
<mml:mn>0.322</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>0.9267</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">
<inline-formula id="inf36">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">C</mml:mi>
<mml:mn mathvariant="bold">3</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf37">
<mml:math id="m60">
<mml:mrow>
<mml:mn>0.187</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>0.5394</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
<tr>
<td align="center">
<inline-formula id="inf38">
<mml:math id="m61">
<mml:mrow>
<mml:mi mathvariant="bold-italic">&#x3d5;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
<td align="center">
<inline-formula id="inf39">
<mml:math id="m62">
<mml:mrow>
<mml:mn>1.0714</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>4.765</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
</inline-formula>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Using the above relations and values of <inline-formula id="inf40">
<mml:math id="m63">
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf41">
<mml:math id="m64">
<mml:mrow>
<mml:mi>m</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>, the relation for strain energy density can be expressed as:<disp-formula id="equ14">
<mml:math id="m65">
<mml:mrow>
<mml:mi>W</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mn>0.99</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2.18</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mn>0.322</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>0.9267</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mn>0.187</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>0.5394</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>Consequently, for the strain energy density incorporating failure, <inline-formula id="inf42">
<mml:math id="m66">
<mml:mrow>
<mml:mi mathvariant="normal">&#x3a8;</mml:mi>
<mml:mo>,</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> can be written in terms of the relations given above.</p>
<p>Finally, the engineering uniaxial stress component can be written as:<disp-formula id="equ15">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x3c3;</mml:mi>
<mml:mrow>
<mml:mn>11</mml:mn>
<mml:mi>e</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>g</mml:mi>
<mml:mi>g</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3bb;</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mi mathvariant="italic">exp</mml:mi>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>W</mml:mi>
</mml:mrow>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mi>&#x3d5;</mml:mi>
<mml:mi>m</mml:mi>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>J</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="{" close="}" separators="&#x7c;">
<mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mn>0.99</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>2.18</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>2</mml:mn>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mn>0.322</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>0.9267</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mn>0.187</mml:mn>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mn>0.5394</mml:mn>
</mml:msup>
<mml:mfrac>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>N</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:msub>
<mml:mi>I</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>3</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mi>d</mml:mi>
<mml:mi>e</mml:mi>
<mml:mi>v</mml:mi>
<mml:mrow>
<mml:mfenced open="[" close="]" separators="&#x7c;">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>B</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
<mml:mn>11</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mn>2</mml:mn>
</mml:mrow>
<mml:mrow>
<mml:mi>D</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mfenced open="(" close=")" separators="&#x7c;">
<mml:mrow>
<mml:mi>J</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
</mml:mrow>
</mml:mfenced>
</mml:mrow>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
</disp-formula>
</p>
<p>The variation of lateral stretch obtained from the model response with uniaxial strain appliedduring the tensile test is plotted as shown in <xref ref-type="fig" rid="F2">Figures 2</xref>, <xref ref-type="fig" rid="F3">3</xref>. The model response is also compared with the simulation result from ABAQUS.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>Stress vs. strain response of pristine samples and samples fatigued for different number of cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g002.tif"/>
</fig>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Variation of lateral stretch with uniaxial strain for pristine sample and sample fatigued for 1933 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g003.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F3">Figures 3</xref>, <xref ref-type="fig" rid="F4">4</xref> show that the lateral and axial strains do not have a fixed proportionality, meaning Poisson&#x2019;s ratio changes with increasing strain, which is typical behaviour of rubber components due to nonlinear elasticity. Variation of lateral stretch in these figures shows that SBR/NR blends exhibit material softening which is evident from the deviation of Poisson&#x2019;s ratio from 0.5 (incompressible behaviour) under large strains. The lateral stretch for the same amount of axial strain in specimens is constant with fatigue loading which is in line with the choice of constant compressibility (D) value.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Variation of lateral stretch with uniaxial strain for samples fatigued for 2,447 cycles and 3,701 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g004.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F5">Figures 5</xref>&#x2013;<xref ref-type="fig" rid="F11">11</xref> show the comparison between the experimental result of tensile testing and the results obtained from MATLAB analysis and ABAQUS simulation for all samples. Out of these, <xref ref-type="fig" rid="F5">Figures 5</xref>, <xref ref-type="fig" rid="F7">7</xref>, <xref ref-type="fig" rid="F10">10</xref>, <xref ref-type="fig" rid="F11">11</xref> show the calibration of the model and <xref ref-type="fig" rid="F6">Figures 6</xref>, <xref ref-type="fig" rid="F8">8</xref>, <xref ref-type="fig" rid="F9">9</xref> show the validation of the model. From these figures, it can be seen that the developed model captures the experimental response quite well. The discrepancy with the ABAQUS simulation may be due to the relatively coarse mesh used in the simulation because of the limitation on node count. In <xref ref-type="fig" rid="F11">Figure 11</xref>, the curves for experimental and simulated data are nearly parallel. The mismatch between them could be due to any calibration error of the UTM which may be due to residual stress in the load cell.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Variation of stress with strain for Pristine Sample.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g005.tif"/>
</fig>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Variation of stress with strain for sample at 700 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g006.tif"/>
</fig>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Variation of stress with strain for sample at 1,100 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g007.tif"/>
</fig>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Variation of stress with strain for sample at 1,200 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g008.tif"/>
</fig>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Variation of stress with strain for sample at 1,933 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g009.tif"/>
</fig>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Variation of stress with strain for sample at 2,447 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g010.tif"/>
</fig>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Variation of stress with strain for sample at 3,701 cycles.</p>
</caption>
<graphic xlink:href="fmech-11-1514002-g011.tif"/>
</fig>
</sec>
<sec id="s4">
<title>Limitations</title>
<p>Although this study uses the energy limiter approach which has advantages compared to other approaches like CDM and the Strength of Materials approach, this study too has its limitations due to the experimental and simulation errors. Experimental errors include errors during the weighing and mixing of ingredients, the presence of foreign particles in the mix, errors during the rolling process, such as roll temperature, roll speed, and roller gap, temperature fluctuation during compression moulding, and errors during clamping and UTM calibration. Simulation errors include limitation on node count due to license terms affecting accuracy and as it is dynamic explicit analysis, the choice of mass scaling value may also affect the accuracy of the simulation.</p>
</sec>
<sec sec-type="discussion" id="s5">
<title>Discussion</title>
<p>From this work, it is seen that the developed constitutive model is capable of predicting the change in the hyperelastic response during uniaxial tensile fatigue as seen from the good match between the MATLAB and ABAQUS simulation results obtained for stress-strain response and experimental behaviour. Also, it is seen that the variation of all the model parameters is able to capture the degradation in stiffness of the material with the progression in fatigue cycles reasonably well.</p>
<p>From this work, it can be concluded that the application of the energy limiter approach can be used to predict changes in material response due to fatigue with excellent accuracy. Comparing the use of CDM to the energy limiter approach used in this work for simulating fatigue, it can be seen that the energy limiter approach is less computationally intensive and much easier to implement.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s6">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>AN: Conceptualization, Data curation, Formal Analysis, Investigation, Methodology, Resources, Software, Validation, Visualization, Writing &#x2013; original draft, Writing &#x2013; review and editing. PM: Conceptualization, Formal Analysis, Investigation, Project administration, Software, Supervision, Validation, Visualization, Writing &#x2013; review and editing, Methodology.</p>
</sec>
<sec sec-type="funding-information" id="s8">
<title>Funding</title>
<p>The author(s) declare that no financial support was received for the research and/or publication of this article.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s10">
<title>Generative AI statement</title>
<p>The author(s) 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>Anand</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Vishvanathperumal</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Properties of SBR/NR blend: the effects of carbon black/silica (CB/SiO2) hybrid filler and silane coupling agent</article-title>. <source>Silicon</source> <volume>14</volume>, <fpage>9051</fpage>&#x2013;<lpage>9060</lpage>. <pub-id pub-id-type="doi">10.1007/s12633-022-01675-x</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Bergstr&#xf6;m</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2015</year>). <source>Mechanics of solid polymers: theory and computational modelling</source>. <publisher-loc>Norwich, NY, USA</publisher-loc>: <publisher-name>William Andrew Publishing</publisher-name>.</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fang</surname>
<given-names>Q.-Z.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Beom</surname>
<given-names>H. G.</given-names>
</name>
<name>
<surname>Li</surname>
<given-names>H. M.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Effect of cyclic loading on tensile properties of PC and PC/ABS</article-title>. <source>Polym. Degrad. Stab.</source> <volume>93</volume> (<issue>Issue 8</issue>), <fpage>1422</fpage>&#x2013;<lpage>1432</lpage>. <pub-id pub-id-type="doi">10.1016/j.polymdegradstab.2008.05.022</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gal&#xe1;n L&#xf3;pez</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Verleysen</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>De Baere</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Degrieck</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Tensile properties of thin-sheet metals after cyclic damage</article-title>. <source>Procedia Eng.</source> <volume>10</volume>, <fpage>1961</fpage>&#x2013;<lpage>1966</lpage>. <pub-id pub-id-type="doi">10.1016/j.proeng.2011.04.325</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Loew</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Peters</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Beex</surname>
<given-names>L. A. A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Fatigue phase-field damage modeling of rubber using viscous dissipation: crack nucleation and propagation</article-title>. <source>Mech. Mater.</source> <volume>142</volume>, <fpage>103282</fpage>. <pub-id pub-id-type="doi">10.1016/j.mechmat.2019.103282</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Miehe</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Sch&#xe4;nzel</surname>
<given-names>L.-M.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Phase field modeling of fracture in rubbery polymers. Part I: finite elasticity coupled with brittle failure</article-title>. <source>J. Mech. Phys. Solids</source> <volume>65</volume>, <fpage>93</fpage>&#x2013;<lpage>113</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmps.2013.06.007</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mythravaruni</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Volokh</surname>
<given-names>K. Y.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Failure of rubber bearings under combined shear and compression</article-title>. <source>ASME. J. Appl. Mech.</source> <volume>85</volume>. <pub-id pub-id-type="doi">10.1115/1.4040018</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rodr&#xed;guez</surname>
<given-names>J. F.</given-names>
</name>
<name>
<surname>Cacho</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Bea</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Doblar&#xe9;</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>A stochastic-structurally based three dimensional finite-strain damage model for fibrous soft tissue</article-title>. <source>J. Mech. Phys. Solids</source> <volume>54</volume> (<issue>4</issue>), <fpage>864</fpage>&#x2013;<lpage>886</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmps.2005.10.005</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>S&#xe1;nchez-Santana</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Rubio-Gonz&#xe1;lez</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Mesmacque</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Amrouche</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Decoopman</surname>
<given-names>X.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Effect of fatigue damage induced by cyclic plasticity on the dynamic tensile behavior of materials</article-title>. <source>Int. J. Fatigue</source> <volume>30</volume> (<issue>Issues 10&#x2013;11</issue>), <fpage>1708</fpage>&#x2013;<lpage>1719</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijfatigue.2008.03.011</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tasdemir</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Tagarielli</surname>
<given-names>V.</given-names>
</name>
<name>
<surname>Pellegrino</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>A data-driven model of the yield and strain hardening response of commercially pure titanium in uniaxial stress</article-title>. <source>Mater. and Des.</source> <volume>229</volume>, <fpage>111878</fpage>. <pub-id pub-id-type="doi">10.1016/j.matdes.2023.111878</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trapper</surname>
<given-names>K. Y. V.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Elasticity with energy limiters for modeling dynamic failure propagation</article-title>. <source>Int. J. Solids Struct.</source> <volume>47</volume> (<issue>Issues 25&#x2013;26</issue>), <fpage>3389</fpage>&#x2013;<lpage>3396</lpage>. <pub-id pub-id-type="doi">10.1016/j.ijsolstr.2010.08.016</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Vinogradov</surname>
<given-names>A. M.</given-names>
</name>
<name>
<surname>Jenkins</surname>
<given-names>C. H. M.</given-names>
</name>
<name>
<surname>Winter</surname>
<given-names>R. M.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>Cyclic loading effects on durability of polymer systems</article-title>, Editors: <person-group person-group-type="editor">
<name>
<surname>Monteiro</surname>
<given-names>P. J. M.</given-names>
</name>
<name>
<surname>Chong</surname>
<given-names>K. P.</given-names>
</name>
<name>
<surname>Larsen-Basse</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Komvopoulos</surname>
<given-names>K.</given-names>
</name>
</person-group>, <source>Long term durability of structural materials</source>, <publisher-name>Elsevier Science Ltd</publisher-name>, <fpage>159</fpage>&#x2013;<lpage>170</lpage>.</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Volokh</surname>
<given-names>K. Y.</given-names>
</name>
</person-group> (<year>2007a</year>). <article-title>Hyperelasticity with softening for modeling materials failure</article-title>. <source>J. Mech. Phys. Solids</source> <volume>55</volume> (<issue>10</issue>), <fpage>2237</fpage>&#x2013;<lpage>2264</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmps.2007.02.012</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Volokh</surname>
<given-names>K. Y.</given-names>
</name>
</person-group> (<year>2007b</year>). <article-title>Hyperelasticity with softening for modeling materials failure</article-title>. <source>J. Mech. Phys. Solids</source> <volume>55</volume> (<issue>10</issue>), <fpage>2237</fpage>&#x2013;<lpage>2264</lpage>. <pub-id pub-id-type="doi">10.1016/j.jmps.2007.02.012</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Volokh</surname>
<given-names>K. Y.</given-names>
</name>
</person-group> (<year>2016</year>). <source>Mechanics of soft materials</source>. <edition>Edition 1</edition>. <publisher-name>Springer Singapore</publisher-name>.</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Volokhh</surname>
<given-names>K. Y.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Multiscale modeling of material failure: from atomic bonds to elasticity with energy limiters</article-title>. <source>Int. J. Multiscale Comput. Eng.</source> <volume>6</volume> (<issue>5</issue>), <fpage>393</fpage>&#x2013;<lpage>410</lpage>. <pub-id pub-id-type="doi">10.1615/intjmultcompeng.v6.i5.20</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>