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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">728485</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2021.728485</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>The Dahl&#x2019;s Model for the Inelastic Bending Behavior of Textile Composite Preforms. Analysis of its Influence in Draping Simulation</article-title>
<alt-title alt-title-type="left-running-head">Ghafour et&#x20;al.</alt-title>
<alt-title alt-title-type="right-running-head">Inelastic Bending Behavior of Textiles</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Ghafour</surname>
<given-names>Th&#xe9;o A.</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/1365040/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Colmars</surname>
<given-names>Julien</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Boisse</surname>
<given-names>Philippe</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/180839/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>Institut de Recherche Technologique Mat&#xe9;riaux M&#xe9;tallurgie Proc&#xe9;d&#xe9;s (IRT M2P), <addr-line>Metz</addr-line>, <country>France</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Universit&#x00E9; de Lyon, LaMCoS, CNRS, INSA-Lyon F-69621, <addr-line>Villeurbanne</addr-line>, <country>France</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/967064/overview">Yongqian Shi</ext-link>, Fuzhou University, 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/1001051/overview">Gang Tang</ext-link>, Anhui University of Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1035517/overview">Chuyuan Huang</ext-link>, Wuhan University of Technology, China</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1405808/overview">Yujia He</ext-link>, Hunan University, China</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Th&#xe9;o A. Ghafour, <email>theo.ghafour@irt-m2p.fr</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Polymeric and Composite Materials, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>08</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2021</year>
</pub-date>
<volume>8</volume>
<elocation-id>728485</elocation-id>
<history>
<date date-type="received">
<day>21</day>
<month>06</month>
<year>2021</year>
</date>
<date date-type="accepted">
<day>26</day>
<month>07</month>
<year>2021</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Ghafour, Colmars and Boisse.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Ghafour, Colmars and Boisse</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these&#x20;terms.</p>
</license>
</permissions>
<abstract>
<p>Most of the numerical simulations of dry textile reinforcements forming are based on a macroscopic approach and continuous material models whose behavior is assumed to be elastic (linear or nonlinear). On the one hand, the experience shows that under loading/unloading stresses, residual inelastic deformations are observed. On the other hand, among the deformations that a woven reinforcement undergoes during forming, in most cases, only bending is subject to loading/unloading stresses. The first objective of this work is to highlight the inelastic bending behavior of textile reinforcements during a forming process and to find the possible origins of inelasticity. The second objective is to find the cases generating bending loading/unloading during forming as well as to study the influence of the bending inelasticity on forming simulation. For this purpose, the inelastic bending behavior was characterized by three-point bending tests. Then, the Dahl friction model was adapted to bending to describe the inelastic behavior. Finally, this model was implemented in a finite element code based on shell elements allowing the study of the influence of taking into account the inelastic behavior in bending on the numerical simulation of forming.</p>
</abstract>
<kwd-group>
<kwd>textile composite reinforcements</kwd>
<kwd>forming process</kwd>
<kwd>finite element method</kwd>
<kwd>bending</kwd>
<kwd>inelastic behavior</kwd>
</kwd-group>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>The use of composite materials is in continuous growth in many industrial sectors such as aeronautics (<xref ref-type="bibr" rid="B45">Irving and Soutis, 2019</xref>; <xref ref-type="bibr" rid="B39">McIlhagger et&#x20;al., 2020</xref>), automotive (<xref ref-type="bibr" rid="B34">Liu et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B32">Lee et&#x20;al., 2019</xref>), sports accessories (<xref ref-type="bibr" rid="B11">Collotta et&#x20;al., 2018</xref>; <xref ref-type="bibr" rid="B16">Fleischmann et&#x20;al., 2018</xref>), etc. The excellent mechanical characteristics of continuous fiber composite materials offer the opportunity to develop lighter materials, with high performances.</p>
<p>The properties of composite materials are highly dependent on the orientation of the fibers. This can be controlled successfully in the case of flat panels, but much more difficult in the case of double curve complex shapes. The control of the fiber orientations of the final composite part allows to optimize its mechanical behavior for a given load specification. To help in this task, a considerable amount of research has been carried out over the last 20&#xa0;years on the simulation of the forming of woven reinforcements. These simulations make it possible to determine the orientation of the fibers after the forming of the woven reinforcement as well as the appearance and development of defects such as wrinkles (<xref ref-type="bibr" rid="B23">Hancock and Potter, 2006</xref>; <xref ref-type="bibr" rid="B55">Ten Thije and Akkerman, 2009</xref>; <xref ref-type="bibr" rid="B6">Boisse et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B57">Walther et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B17">Gereke et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B40">Mitchell et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B37">Mallach et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B27">K&#xe4;rger et&#x20;al., 2018</xref>).</p>
<p>In the LCM processes (<xref ref-type="bibr" rid="B49">Rudd and Long, 1997</xref>; <xref ref-type="bibr" rid="B53">Advani and Hsiao, 2012</xref>), the first stage consists of forming a dry woven reinforcement and the second stage consists of injecting the resin and solidifying the part. In this context, the present study focuses on the forming stage of the dry woven reinforcements. Most of the simulations of forming processes are based on a macroscopic approach and continuous material models whose behavior is assumed to be elastic (<xref ref-type="bibr" rid="B46">Peng and Cao, 2005</xref>; <xref ref-type="bibr" rid="B1">Allaoui et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B47">Peng and Rehman, 2011</xref>; <xref ref-type="bibr" rid="B17">Gereke et&#x20;al., 2013</xref>; <xref ref-type="bibr" rid="B52">Schirmaier et&#x20;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Bussetta and Correia, 2018</xref>), hypoelastic (<xref ref-type="bibr" rid="B58">Yu et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B29">Khan et&#x20;al., 2010</xref>) or hyperelastic (<xref ref-type="bibr" rid="B10">Charmetant et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B3">Belnoue et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B19">Gong et&#x20;al., 2016</xref>). However, the experience shows that the behavior of dry woven reinforcements is inelastic: for example, a reinforcement based on glass fibers was formed and then the punch was removed (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>). If the behavior of the reinforcement was elastic, it would return to the initial position after the release of the punch. While the reinforcement did not maintain the geometry imposed by the punch, it did not return to the initial position. This experiment highlighted the inelastic behavior of the fibrous reinforcements. This inelastic behavior can be explained by the presence of slippage between the fibers and the yarns during forming. These slips are associated with friction and thus with inelastic behavior of the material.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>A punch release after hemispherical forming of a textile reinforcement based on glass fibers.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g001.tif"/>
</fig>
<p>Elasto-plastic behavior models have been used to describe the inelastic behavior of laminated composites (<xref ref-type="bibr" rid="B25">Hochard et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B30">Krasnobrizha et&#x20;al., 2016</xref>) and dry reinforcements (<xref ref-type="bibr" rid="B15">Denis et&#x20;al., 2018</xref>). In contrast, the inelastic behavior of fibrous reinforcements is not necessarily associated with plasticity. For example, it is possible to fold and unfold a piece of woven reinforcement without damaging the material. Moreover, woven reinforcements are stored in rolls and often flattened to be&#x20;used.</p>
<p>When forming woven reinforcements, tension in the direction of the fibers, in-plane shear and bending are deformation modes describing their deformation mechanism. The tensile stiffness is much greater than the other stiffnesses. In-plane shear is the principal mode of deformation of woven reinforcements when the shape to be produced is double-curved. It is thanks to the low rigidity associated with this mode of deformation that it is possible to give a woven reinforcement a non-developable geometry. The in-plane shear behavior of textile composite reinforcements has been studied extensively (<xref ref-type="bibr" rid="B31">Lebrun et&#x20;al., 2003</xref>; <xref ref-type="bibr" rid="B24">Harrison et&#x20;al., 2004</xref>; <xref ref-type="bibr" rid="B12">d&#x2019;Agostino et&#x20;al., 2015</xref>; <xref ref-type="bibr" rid="B5">Boisse et&#x20;al., 2017</xref>). The out-of-plane bending rigidity governs the geometry of the wrinkles obtained during the forming of the reinforcements (<xref ref-type="bibr" rid="B6">Boisse et&#x20;al., 2011</xref>; <xref ref-type="bibr" rid="B4">Boisse et&#x20;al., 2018</xref>).</p>
<p>It has been shown that in-plane shear loading/unloading is rare during the forming of fibrous reinforcements (<xref ref-type="bibr" rid="B18">Ghafour et&#x20;al., 2019</xref>). However, it is frequent for bending: the reinforcement is subjected to loading/unloading in bending when it passes over an edge radius of the forming tool. Thus, these non-monotonous bending loadings that occur during forming make appear the inelastic behavior of the reinforcement. The aim of this work is to study the influence of inelasticity in bending on the simulation of the forming of textile reinforcements.</p>
<p>This manuscript proposes a version of Dahl&#x2019;s friction model allowing to take into account the inelastic bending behavior of a fibrous reinforcement. This model describes this complex mechanical behavior in a very satisfactory way, while being relatively easy to&#x20;use.</p>
<p>The first objective of this work was to characterize the mechanical behavior of woven reinforcements in bending by means of three-point bending tests (<xref ref-type="bibr" rid="B26">Jin et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B38">Mathieu et&#x20;al., 2015</xref>) and cantilever tests (<xref ref-type="bibr" rid="B44">Peirce, 1930</xref>; <xref ref-type="bibr" rid="B2">ASTM, 2002</xref>; <xref ref-type="bibr" rid="B33">Liang et&#x20;al., 2014</xref>). The three-point bending tests made it possible to impose loading/unloading in bending and thus to highlight the inelastic nature of these materials. The Dahl friction model (<xref ref-type="bibr" rid="B13">Dahl, 1976</xref>) was then adapted to bending to describe the inelastic behavior in this mode of deformation.</p>
<p>The resulting model was then implemented in an finite element code based on shell elements specific to textile reinforcements (<xref ref-type="bibr" rid="B22">Hamila et&#x20;al., 2009</xref>). This allowed a simulation-experimental comparison of bending characterization tests to validate the use of this model for woven reinforcements.</p>
<p>Finally, the influence of taking into account the inelastic behavior in bending on the numerical simulation of the forming process was studied for wrinkling forming as well as for a hemispherical forming&#x20;case.</p>
</sec>
<sec id="s2">
<title>Analysis of Mechanical Behavior in Bending</title>
<sec id="s2-1">
<title>The Bending Tests</title>
<p>The bending behavior of woven reinforcements can be characterized using Peirce&#x2019;s device (<xref ref-type="bibr" rid="B44">Peirce, 1930</xref>), which is a cantilever test. Its exploitation is based on the assumption of linearity between bending moment and curvature. The device is made of two plates, the first one is horizontal and the second one is inclined at an angle <inline-formula id="inf1">
<mml:math id="m1">
<mml:mrow>
<mml:mi>&#x3b8;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>41.5</mml:mn>
<mml:mo>&#xb0;</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> with respect to the first one. The test consists of positioning a specimen on the horizontal plate and then sliding it until its end reaches the inclined plate. The bending stiffness can then be determined from the angle <inline-formula id="inf2">
<mml:math id="m2">
<mml:mi>&#x3b8;</mml:mi>
</mml:math>
</inline-formula>, the overhang length and the linear weight density. This test has become an ASTM standard test (2002).</p>
<p>Extensions of Pierce&#x2019;s test were performed by <xref ref-type="bibr" rid="B14">de Bilbao et&#x20;al. (2010)</xref> and <xref ref-type="bibr" rid="B33">Liang et&#x20;al. (2014)</xref> in order to find a non-linear relationship between bending moment and curvature. These works are based on the determination of the curvature along the deformed reinforcement by optical measurement.</p>
<p>The KES-FB-2 bending test is another standard test used for woven reinforcements (<xref ref-type="bibr" rid="B28">Kawabata, 1980</xref>; <xref ref-type="bibr" rid="B35">Lomov et&#x20;al., 2003</xref>). This test was developed by Kawabata and allows the bending moment to be recorded as a function of the curvature during bending loading. This test provides a non-linear relationship between bending moment and curvature. On the other hand, this test is designed for clothing fabrics and is not always adapted to composite reinforcements which can be stiffer and thicker.</p>
<p>Another device, based on the same principle as the Kawabata bending test, has been proposed (<xref ref-type="bibr" rid="B48">Ropers et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B50">Sachs and Akkerman, 2017</xref>). This device allows to monitor temperature and strain&#x20;rate.</p>
<p>At the macroscopic scale, standard bending tests use two simple models relating bending moment to curvature: Peirce&#x2019;s linear elastic model (<xref ref-type="bibr" rid="B44">Peirce, 1930</xref>) and Grosberg&#x2019;s non-elastic model (<xref ref-type="bibr" rid="B21">Grosberg, 1966</xref>; <xref ref-type="bibr" rid="B20">Grosberg and Kedia, 1996</xref>).</p>
<p>Some works (<xref ref-type="bibr" rid="B42">Ngoc et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B14">de Bilbao et&#x20;al., 2010</xref>) have used the Dahl friction model to describe the inelastic bending behavior of woven reinforcements.</p>
</sec>
<sec id="s2-2">
<title>The Model of Dahl</title>
<p>Dahl&#x2019;s model (<xref ref-type="bibr" rid="B13">Dahl, 1976</xref>) was originally developed to describe the dry friction occurring in a rolling bearing system. This model is a dynamic regularization of the Coulomb model, in the meaning that the friction at a point will be a function of the history of the motion, of the set of intermediate positions having led to this&#x20;point.</p>
<p>The time derivative of the frictional force is considered:<disp-formula id="e1">
<mml:math id="m3">
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</mml:mfrac>
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<mml:mi>x</mml:mi>
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</mml:mfrac>
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<mml:mfrac>
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<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>x</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where <inline-formula id="inf3">
<mml:math id="m4">
<mml:mi>t</mml:mi>
</mml:math>
</inline-formula> is time, <inline-formula id="inf4">
<mml:math id="m5">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula> is the space variable and <inline-formula id="inf5">
<mml:math id="m6">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> is the frictional force which is a function of <inline-formula id="inf6">
<mml:math id="m7">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula>&#x20;only.</p>
<p>Dahl assumes that the evolution of the frictional force <inline-formula id="inf7">
<mml:math id="m8">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mrow>
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</mml:mrow>
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</mml:math>
</inline-formula> as a function of <inline-formula id="inf8">
<mml:math id="m9">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula> follows a typical function whose shape is visible in <xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>. <inline-formula id="inf9">
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</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> increases asymptotically towards a value <inline-formula id="inf10">
<mml:math id="m11">
<mml:mrow>
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<mml:mi>F</mml:mi>
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</inline-formula> when <inline-formula id="inf11">
<mml:math id="m12">
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</inline-formula> increases and decreases asymptotically towards <inline-formula id="inf12">
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</inline-formula> when <inline-formula id="inf13">
<mml:math id="m14">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula> decreases.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The model of Dahl: <bold>(A)</bold> Typical function of the frictional force, <bold>(B)</bold> Shape parameter <italic>n.</italic>
</p>
</caption>
<graphic xlink:href="fmats-08-728485-g002.tif"/>
</fig>
<p>The following differential relationship is established:<disp-formula id="e2">
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<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>x</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>The parameter <inline-formula id="inf14">
<mml:math id="m16">
<mml:mi>&#x3c3;</mml:mi>
</mml:math>
</inline-formula> is the slope of the tangent at the points where the curve intersects the axis <inline-formula id="inf15">
<mml:math id="m17">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. <inline-formula id="inf16">
<mml:math id="m18">
<mml:mtext>&#x3c3;</mml:mtext>
</mml:math>
</inline-formula> measures the speed with which <inline-formula id="inf17">
<mml:math id="m19">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> tends towards its asymptote <inline-formula id="inf18">
<mml:math id="m20">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>c</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. The parameter <inline-formula id="inf19">
<mml:math id="m21">
<mml:mi>n</mml:mi>
</mml:math>
</inline-formula> allows to adjust the shape of the curve <inline-formula id="inf20">
<mml:math id="m22">
<mml:mrow>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as a function of <inline-formula id="inf21">
<mml:math id="m23">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F2">Figure&#x20;2B</xref>).</p>
<p>This model has been used to describe the bending behavior of woven reinforcements (<xref ref-type="bibr" rid="B42">Ngoc et&#x20;al., 2002</xref>; <xref ref-type="bibr" rid="B14">de Bilbao et&#x20;al., 2010</xref>). The bending stiffness of woven reinforcements is assumed to be mainly due to friction between the yarns and the layers constituting the woven fabric.</p>
<p>The model of Dahl applied to the moment-curvature relationship can be written in the form:<disp-formula id="e3">
<mml:math id="m24">
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>B</mml:mi>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mtext>sgn</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mi>n</mml:mi>
</mml:msup>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>where <inline-formula id="inf22">
<mml:math id="m25">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the bending moment, <inline-formula id="inf23">
<mml:math id="m26">
<mml:mi>&#x3c7;</mml:mi>
</mml:math>
</inline-formula> is the curvature, <inline-formula id="inf24">
<mml:math id="m27">
<mml:mi>B</mml:mi>
</mml:math>
</inline-formula> is the bending modulus for <inline-formula id="inf25">
<mml:math id="m28">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf26">
<mml:math id="m29">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the asymptote of the moment&#x20;<inline-formula id="inf27">
<mml:math id="m30">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>This Dahl model, which is based on friction behavior, is well suited to inelastic behavior in bending because it is related to the friction between the fibers.</p>
<p>In this work, the bending behavior was characterized by three-point bending tests as well as cantilever tests. The cantilever bending tests do not allow the woven reinforcement to be subjected to unloading. However, three-point bending tests allow this to be done. Thus, these latest tests have allowed us to study the inelastic bending behavior of the woven reinforcements. The cantilever bending tests were nevertheless carried out in order to compare the relationships between the bending moment and the curvature obtained from these tests with those obtained from the three-point bending tests for the loading phase. The bending behavior relationships sought in this work are based on the Dahl model adapted to bending, and in the form of a relationship between moment and curvature so that they are adapted to the finite element code&#x20;used.</p>
</sec>
<sec id="s2-3">
<title>Bending Tests: Material and Method</title>
<p>The material studied in this work is a woven reinforcement based on glass fibers: 3D orthogonal non-crimp woven fabric (<xref ref-type="bibr" rid="B43">Pazmino et&#x20;al., 2014</xref>; <xref ref-type="bibr" rid="B41">Naouar et&#x20;al., 2015</xref>) with a thickness of approximately 3&#xa0;mm (<xref ref-type="fig" rid="F3">Figures&#x20;3A,B</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Glass-based 3D woven reinforcement: <bold>(A)</bold> image, <bold>(B)</bold> 3D tomography reconstruction (<xref ref-type="bibr" rid="B41">Naouar et&#x20;al., 2015</xref>). <bold>(C)</bold> Three-point bending test, <bold>(D)</bold> Cantilever bending&#x20;test.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g003.tif"/>
</fig>
<p>To carry out the three-point bending test (<xref ref-type="fig" rid="F3">Figure&#x20;3C</xref>), the experimental protocol consists of placing a specimen of the reinforcement between two supports and then moving the loading pin down to impose loads/unloads. The loading phases were controlled in displacement while the unloading phases were controlled in load (unloading until zero force). The specimen was initially oriented along x-axis for the weft direction and y-axis for the warp direction.</p>
<p>The equipment that was used: a computer-controlled tensile machine (Lloyd LF Plus 1&#xa0;kN); a 100&#xa0;N load cell; a support carrying two 16&#xa0;mm diameter cylindrical supports; and a camera connected to the computer to monitor the reinforcement during the test. The specimens are 210&#x20;&#xd7; 55&#x20;&#xd7; 3&#xa0;mm in&#x20;size.</p>
<p>For the cantilever bending test, the specimen was fixed on one side with a metal support (blocking any displacement/rotation) and allowed to bend under its own weight (<xref ref-type="fig" rid="F3">Figure&#x20;3D</xref>). A camera connected to a computer was used to take an image of the deformed sample. The specimens are 445&#x20;&#xd7; 70&#x20;&#xd7; 3&#xa0;mm in&#x20;size.</p>
<p>For the three-point bending test, the bending moment <inline-formula id="inf28">
<mml:math id="m31">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the curvature <inline-formula id="inf29">
<mml:math id="m32">
<mml:mi>&#x3c7;</mml:mi>
</mml:math>
</inline-formula> were calculated at the point of load application (where the curvature is maximum) during loading/unloading. This allowed to find an experimental relationship corresponding to a non-monotonic loading. The behavior law is assumed to be valid for all sections of the woven reinforcement. For the cantilever bending test, the moment and the curvature were calculated along the deformed specimen to find a non-linear relation <inline-formula id="inf30">
<mml:math id="m33">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> corresponding to the loading&#x20;stage.</p>
<p>This woven reinforcement is quasi-balanced and the bending moment-curvature behavior is considered to be the same in the warp and weft directions.</p>
<sec id="s2-4-1">
<title>Determination of the Bending Curvature <inline-formula id="inf31">
<mml:math id="m34">
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
</mml:math>
</inline-formula>
</title>
<p>For the three-point bending test, several images were obtained for each test. Each image corresponds to a time <italic>t</italic> during loading/unloading. For the cantilever bending test, only one image was obtained for each test. The software &#x201c;Fiji&#x201d; (<xref ref-type="bibr" rid="B51">Schindelin et&#x20;al., 2012</xref>) was used to extract from each image experimental points belonging to the mid-line of the specimen. Once the experimental mid-line was obtained, a polynomial <inline-formula id="inf32">
<mml:math id="m35">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> was then sought to approximate this line as closely as possible by the method of least squares (<xref ref-type="fig" rid="F4">Figures 4A</xref>, <xref ref-type="fig" rid="F5">5A</xref>). Piecewise approximations can be performed if a single polynomial is not enough to properly approximate the experimental mid-line.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>Three-point bending test <bold>(A)</bold> experimental points and fitted curve of the mid-line at time <italic>t</italic>, <bold>(B)</bold> bending curvature at the point of application of the load as a function of the displacement, <bold>(C)</bold> bending moment as a function of the curvature at the point of application of the load for a loading/unloading.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g004.tif"/>
</fig>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>Cantilever bending test <bold>(A)</bold> experimental points and fitted curve of the mid-line of the deformed reinforcement, <bold>(B)</bold> curvature as a function of <inline-formula id="inf33">
<mml:math id="m36">
<mml:mi mathvariant="bold-italic">x</mml:mi>
</mml:math>
</inline-formula>, <bold>(C)</bold> bending moment as a function of curvature.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g005.tif"/>
</fig>
<p>The curvature was calculated from <inline-formula id="inf34">
<mml:math id="m37">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x27;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf35">
<mml:math id="m38">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x27;</mml:mo>
<mml:mo>&#x27;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, the first and second derivatives of <inline-formula id="inf36">
<mml:math id="m39">
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> with respect to <inline-formula id="inf37">
<mml:math id="m40">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula>:<disp-formula id="e4">
<mml:math id="m41">
<mml:mrow>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>"</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>&#x2032;</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mn>3</mml:mn>
<mml:mn>2</mml:mn>
</mml:mfrac>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
</p>
</sec>
<sec id="s2-4-2">
<title>Determination of the Bending Moment <inline-formula id="inf38">
<mml:math id="m42">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mi mathvariant="bold-italic">b</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</title>
<p>For the three-point bending test, the calculation of the moment was carried out on the mid-line of the deformed sample. The bending moment was determined at the point of application of the load on the updated configuration provided by the images of the sample. At any time <italic>t</italic>, the point of contact between the supports and the fabric was also updated (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>).</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>Point of contact between support and fabric; and direction of support reactions.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g006.tif"/>
</fig>
<p>In the initial state, the mid-line of the woven reinforcement is assumed to coincide with the horizontal axis (<inline-formula id="inf39">
<mml:math id="m43">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula>-axis). The origin of the coordinate system is on the mid-line of the sample before deformation, and at the level of the left support (<xref ref-type="fig" rid="F6">Figure&#x20;6</xref>).</p>
<p>The Geometric Relationships Give:<disp-formula id="e5">
<mml:math id="m44">
<mml:mrow>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mi>tan</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mo>;</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>0.5</mml:mn>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>e</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>;</mml:mo>
<mml:mi>f</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>with <inline-formula id="inf40">
<mml:math id="m47">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>a</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> the diameter of the supports, <inline-formula id="inf41">
<mml:math id="m48">
<mml:mi>e</mml:mi>
</mml:math>
</inline-formula> the thickness of the fabric, (<inline-formula id="inf42">
<mml:math id="m49">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>,</mml:mo>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> are the coordinates of the projection of the contact point on the mid-line (point <inline-formula id="inf43">
<mml:math id="m50">
<mml:mrow>
<mml:msub>
<mml:mtext>P</mml:mtext>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="fig" rid="F6">Figure&#x20;6</xref>) and <inline-formula id="inf44">
<mml:math id="m51">
<mml:mi>&#x3b2;</mml:mi>
</mml:math>
</inline-formula> the angle between the tangent to the mid-line at <inline-formula id="inf45">
<mml:math id="m52">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> abscissa point and the <inline-formula id="inf46">
<mml:math id="m53">
<mml:mi>x</mml:mi>
</mml:math>
</inline-formula>-axis. Solving the three equations system (<xref ref-type="disp-formula" rid="e5">Eq. 5</xref>) gives us the values of <inline-formula id="inf47">
<mml:math id="m54">
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf48">
<mml:math id="m55">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <italic>&#x3b2;</italic>.</p>
<p>The studied woven reinforcement remains horizontal on the two supports when it is not subjected to any effort: its own weight is not important enough to make it bend. Thus, the own weight is neglected in the calculation of the moment.</p>
<p>The bending moment at the point of load application is given by:<disp-formula id="e6">
<mml:math id="m56">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>cos</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
</mml:mrow>
</mml:mfrac>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>sin</mml:mi>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>&#x3b2;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:mfrac>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>L</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>with <inline-formula id="inf49">
<mml:math id="m57">
<mml:mrow>
<mml:msub>
<mml:mi>d</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf50">
<mml:math id="m58">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>m</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, are, respectively, the displacement and load applied by the machine.</p>
<p>For the cantilever bending test, the bending moment at any point A along the deformed sample was calculated as follows:<disp-formula id="e7">
<mml:math id="m59">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mtext>A</mml:mtext>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:munderover>
<mml:mstyle displaystyle="true">
<mml:mo>&#x222b;</mml:mo>
</mml:mstyle>
<mml:mi>s</mml:mi>
<mml:mi>L</mml:mi>
</mml:munderover>
<mml:mi>w</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>u</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>cos</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mo>&#x2205;</mml:mo>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>u</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>where <inline-formula id="inf51">
<mml:math id="m60">
<mml:mi>s</mml:mi>
</mml:math>
</inline-formula> is the curvilinear abscissa of point A, <inline-formula id="inf52">
<mml:math id="m61">
<mml:mi>L</mml:mi>
</mml:math>
</inline-formula> is the length of the sample, <italic>w</italic> is the weight per unit length, and <inline-formula id="inf53">
<mml:math id="m62">
<mml:mi>u</mml:mi>
</mml:math>
</inline-formula> and <inline-formula id="inf54">
<mml:math id="m63">
<mml:mo>&#x2205;</mml:mo>
</mml:math>
</inline-formula> are the Frenet coordinates of a point B moving along the profile from A to the free end of the profile.</p>
</sec>
</sec>
<sec id="s2-5">
<title>Bending Test Results and Behavior Modelling</title>
<sec id="s2-5-1">
<title>Three-Point Bending Tests</title>
<p>
<xref ref-type="fig" rid="F7">Figure&#x20;7A</xref> shows the load-displacement curve corresponding to a loading/unloading in bending. The loading phase was controlled in displacement while the unloading phase was controlled in load (unloading until zero force). This curve clearly shows that the behavior of the studied reinforcement is inelastic. In addition, after a loading/unloading, the reinforcement did not return to its initial configuration: a residual deformation was obtained. <xref ref-type="fig" rid="F7">Figure&#x20;7B</xref> corresponds to alternating loading/unloading. This figure shows that the residual displacement at zero force of each load/unload depends on the imposed displacement during the loading phase: the greater the imposed displacement, the greater the residual displacement.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>Experimental load-displacement curve <bold>(A)</bold> one loading/unloading, <bold>(B)</bold> several loadings/unloadings.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g007.tif"/>
</fig>
<p>In order to get an idea of the interaction between the different fiber layers, the variation of the direction of the cross sections during the loading phase of a three-point bending test was studied. This study is interesting because it allowed, with a macroscopic scale test, to find a possible source of inelasticity which is the friction between the different layers of fibers.</p>
<p>Dot marks have been drawn on the yarns whose direction is in the plane of the photo. These points were used to define the direction of a cross section of the reinforcement at time <italic>t</italic>. <xref ref-type="fig" rid="F8">Figure&#x20;8</xref> shows the deformed specimen as well as the cross sections studied at the initial time (<xref ref-type="fig" rid="F8">Figure&#x20;8A</xref>) and at the time corresponding to a 30&#xa0;mm displacement of the loading pin (<xref ref-type="fig" rid="F8">Figure&#x20;8B</xref>). These different cross sections were chosen in a way to cover the different zones of the specimen: some sections are close to the loading point, others close to the cylindrical supports and others between these two&#x20;zones.</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Cross sections of the reinforcement <bold>(A)</bold> initial state, <bold>(B)</bold> after a displacement of 30&#xa0;mm. <bold>(C)</bold> Angle between the different cross sections and the mid-line of the reinforcement during loading.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g008.tif"/>
</fig>
<p>The cross sections are initially vertical and perpendicular to the mid-line of the reinforcement. <xref ref-type="fig" rid="F8">Figure&#x20;8C</xref> shows the evolution of the angle between the different cross sections and the mid-line. The measurement uncertainty is of the order of 3&#xb0;. This figure shows that the transverse directions do not remain perpendicular to the mid-line of the reinforcement during deformation. This mobility confirms that there is slippage between the layers of fibers, which can cause friction. This explains, in part, the inelastic behavior observed in <xref ref-type="fig" rid="F7">Figure&#x20;7</xref>.</p>
<p>
<xref ref-type="fig" rid="F4">Figure&#x20;4</xref> shows the results of calculations of the moment and curvature of a loading/unloading in bending, the corresponding load-displacement curve is shown in <xref ref-type="fig" rid="F7">Figure&#x20;7A</xref>. After fitting the experimental points belonging to the mid-line by a continuous function (<xref ref-type="fig" rid="F4">Figure&#x20;4A</xref>), the curvature was calculated at the point of application of the load using <xref ref-type="disp-formula" rid="e4">Eq. 4</xref> for each image corresponding to a displacement during the loading/unloading (<xref ref-type="fig" rid="F4">Figure&#x20;4B</xref>). This figure shows that the relationship between curvature and displacement is quasi-linear and that this relationship is the same for loading and unloading. The evolution of the moment as a function of the curvature is shown in <xref ref-type="fig" rid="F4">Figure&#x20;4C</xref> where a distinction is made between the loading phase and the unloading phase. These two phases take different paths due to the dissipative (inelastic) behavior of the reinforcement.</p>
<p>The bending model of Dahl (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>) gives the material an inelastic behavior comparable to a perfect elasto-plastic behavior; the bending stiffness is the same for the loading phase and for the unloading phase when the bending moment is zero (<xref ref-type="fig" rid="F2">Figure&#x20;2A</xref>). This stiffness is equal to parameter <inline-formula id="inf55">
<mml:math id="m64">
<mml:mi>B</mml:mi>
</mml:math>
</inline-formula> of the model (<xref ref-type="disp-formula" rid="e3">Eq.&#x20;3</xref>).</p>
<p>However, <xref ref-type="fig" rid="F4">Figure&#x20;4C</xref> shows that the bending stiffness of the studied reinforcement is not the same for loading and for unloading under zero bending moment: the stiffness at low bending moment is much lower for the unloading phase than for the loading phase. This calls into question the relevance of an analogy with the behavior of a classical elasto-plastic material for which the bending stiffness would be the same for the loading and unloading phases under zero bending moment. This deviation from a classical elasto-plastic material may be due to a phenomenon of reorganization of the fiber networks during the deformation, which modifies the number of contacts between&#x20;them.</p>
<p>It has been noticed that woven reinforcements have a different mechanical behavior from that of more classical materials: for example, it is possible to fold and unfold a piece of woven reinforcement without damaging the material. Moreover, woven reinforcements are stored in rolls and often flattened to be used. Thus, it is proposed to adapt the inelastic model of Dahl to the woven reinforcements by giving model parameters for the unloading phase that are different from those of the loading phase. The model becomes:<disp-formula id="e8">
<mml:math id="m65">
<mml:mtable>
<mml:mtr>
<mml:mtd>
<mml:mrow>
<mml:mfrac>
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<mml:mtext>d</mml:mtext>
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</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>&#x3c7;</mml:mi>
</mml:mrow>
</mml:mfrac>
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<mml:mi>B</mml:mi>
<mml:mi>l</mml:mi>
</mml:msub>
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</mml:msub>
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</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
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<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>l</mml:mi>
</mml:mrow>
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</mml:mrow>
</mml:mfrac>
</mml:mrow>
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</mml:mrow>
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</mml:msub>
<mml:msup>
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<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
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<mml:mi>M</mml:mi>
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</mml:msub>
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<mml:mrow>
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<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msup>
<mml:mtext>if</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>&#x2d9;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:mtd>
</mml:mtr>
</mml:mtable>
</mml:math>
<label>(8)</label>
</disp-formula>This model was used to describe the bending behavior experimentally found in this work (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). For the loading phase the model parameters are: <inline-formula id="inf56">
<mml:math id="m67">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>l</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>745</mml:mn>
<mml:mtext>&#xa0;N</mml:mtext>
<mml:mo>.</mml:mo>
<mml:mtext>mm</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf57">
<mml:math id="m68">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>l</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.6</mml:mn>
<mml:mtext>&#xa0;N</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf58">
<mml:math id="m69">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>l</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. For the unloading phase: <inline-formula id="inf59">
<mml:math id="m70">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>18.9</mml:mn>
<mml:mtext>&#xa0;N</mml:mtext>
<mml:mo>.</mml:mo>
<mml:mtext>mm</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf60">
<mml:math id="m71">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.81</mml:mn>
<mml:mtext>&#xa0;N</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf61">
<mml:math id="m72">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>. These parameters were chosen by the method of least squares to fit the experimental points as well as possible.</p>
<p>The parameters of the unloading phase depend on the loading history and more specifically on the curvature <inline-formula id="inf62">
<mml:math id="m73">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the moment <inline-formula id="inf63">
<mml:math id="m74">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> at the end of the loading phase (<xref ref-type="fig" rid="F4">Figure&#x20;4C</xref>). Thus, it is necessary to find the parameters of the unloading phase for any previous loading phase (and thus for any value of <inline-formula id="inf64">
<mml:math id="m75">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>). For this purpose, several unloadings were carried out corresponding to several values of <inline-formula id="inf65">
<mml:math id="m76">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When the curvature <inline-formula id="inf66">
<mml:math id="m77">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> changes, the residual curvature <inline-formula id="inf67">
<mml:math id="m78">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (under zero moment) shown in <xref ref-type="fig" rid="F4">Figure&#x20;4C</xref> also changes. <xref ref-type="fig" rid="F9">Figure&#x20;9A</xref> shows the relationship between the residual curvature <inline-formula id="inf68">
<mml:math id="m79">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the curvature <inline-formula id="inf69">
<mml:math id="m80">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for several unloading phases. This relationship is linear and takes the form:<disp-formula id="e9">
<mml:math id="m81">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.52</mml:mn>
<mml:mtext>&#xa0;</mml:mtext>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>
<bold>(A)</bold> <inline-formula id="inf70">
<mml:math id="m82">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
<mml:mi mathvariant="bold-italic">r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as a function of <inline-formula id="inf71">
<mml:math id="m83">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <bold>(B)</bold> <inline-formula id="inf72">
<mml:math id="m84">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi mathvariant="bold-italic">u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> as a function of <inline-formula id="inf73">
<mml:math id="m85">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="bold-italic">M</mml:mi>
<mml:mrow>
<mml:mi mathvariant="bold-italic">b</mml:mi>
<mml:mi mathvariant="bold-italic">max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for several unloading phases. <bold>(C)</bold> Bending moment as a function of curvature for several loading/unloading.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g009.tif"/>
</fig>
<p>This relationship can be used when determining the parameters of the unloading&#x20;phase.</p>
<p>For the unloading phase, the representative curve <inline-formula id="inf74">
<mml:math id="m86">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of the model of Dahl (<xref ref-type="disp-formula" rid="e8">Eq. 8</xref>) passes through the two points (<inline-formula id="inf75">
<mml:math id="m87">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf76">
<mml:math id="m88">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and (<inline-formula id="inf77">
<mml:math id="m89">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>,<inline-formula id="inf78">
<mml:math id="m90">
<mml:mrow>
<mml:mtext>&#xa0;</mml:mtext>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>). The first point corresponds to the end of the loading phase and the second corresponds to the point where the moment is zeroed during the unloading phase (with residual curvature <inline-formula id="inf79">
<mml:math id="m91">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>). This leads to a relationship between the different parameters which is as follows:<disp-formula id="e10">
<mml:math id="m92">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:msup>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>The parameter <inline-formula id="inf80">
<mml:math id="m93">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is a shape parameter and does not change from one unloading phase to another (<inline-formula id="inf81">
<mml:math id="m94">
<mml:mrow>
<mml:msub>
<mml:mi>n</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>2.5</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>). <inline-formula id="inf82">
<mml:math id="m95">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mi>r</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is estimated using <xref ref-type="disp-formula" rid="e9">Eq. 9</xref>. This leaves only the parameter <inline-formula id="inf83">
<mml:math id="m96">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> to be determined and the parameter <inline-formula id="inf84">
<mml:math id="m97">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>u</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> will be calculated using <xref ref-type="disp-formula" rid="e10">Eq. 10</xref>. <xref ref-type="fig" rid="F9">Figure&#x20;9B</xref> shows the relationship between the parameter <inline-formula id="inf85">
<mml:math id="m98">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the moment <inline-formula id="inf86">
<mml:math id="m99">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for several unloadings. For each unloading phase, the value of <inline-formula id="inf87">
<mml:math id="m100">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is chosen by the least squares method to best fit the model of Dahl to the experimental values of the bending moments. The relationship between <inline-formula id="inf88">
<mml:math id="m101">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf89">
<mml:math id="m102">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is almost linear and can be written as:<disp-formula id="e11">
<mml:math id="m103">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mn>0</mml:mn>
<mml:mi>u</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.31</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>Thus, from the curvature <inline-formula id="inf90">
<mml:math id="m104">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3c7;</mml:mi>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and the moment <inline-formula id="inf91">
<mml:math id="m105">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:mi>b</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>m</mml:mi>
<mml:mi>a</mml:mi>
<mml:mi>x</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> corresponding to the end of the loading phase, the parameters of the unloading phase can be determined using <xref ref-type="disp-formula" rid="e9">Eqs 9</xref>&#x2013;<xref ref-type="disp-formula" rid="e11">11</xref>.</p>
<p>
<xref ref-type="fig" rid="F9">Figure&#x20;9C</xref> shows the experimental relationship between the bending moment and the curvature corresponding to the test shown in <xref ref-type="fig" rid="F7">Figure&#x20;7B</xref>. <xref ref-type="fig" rid="F9">Figure&#x20;9C</xref> also shows the modified Dahl model whose unloading phase parameters were determined using <xref ref-type="disp-formula" rid="e9">Eqs 9</xref>&#x2013;<xref ref-type="disp-formula" rid="e11">11</xref>.</p>
</sec>
<sec id="s2-5-2">
<title>Cantilever Bending Test</title>
<p>
<xref ref-type="fig" rid="F5">Figure&#x20;5</xref> shows the results of the cantilever bending test. The curvature was calculated along the specimen (<xref ref-type="fig" rid="F5">Figure&#x20;5B</xref>). The curvature is maximum at the level of the fixed side and decreases rapidly away from this zone to become almost zero for <inline-formula id="inf92">
<mml:math id="m106">
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>100</mml:mn>
<mml:mtext>&#xa0;mm</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula>. This rapid decrease is due to a high bending stiffness for low curvatures.</p>
<p>This test allowed to obtain a non-linear relationship between the bending moment and the curvature (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>). However, this relationship corresponds to the loading phase since this test does not allow the reinforcement to be subjected to unloading in bending. The relations <inline-formula id="inf93">
<mml:math id="m107">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> obtained by this test and by the three-point bending test for the loading phase are in agreement (<xref ref-type="fig" rid="F5">Figure&#x20;5C</xref>). A slight difference is still observed for large curvatures. This difference may be due to the hypothesis made in this work which is the following: the bending moment is a fair function of the curvature (transverse shear is neglected). However, both relationships remain correct to describe the bending behavior of this reinforcement and can be used for finite element simulations.</p>
</sec>
</sec>
</sec>
<sec id="s3">
<title>Numerical Simulation by the Finite Element Method</title>
<p>On a macroscopic scale, the main objective is to simulate the shaping of the fibrous reinforcements on the scale of the entire part. Among the known macroscopic approaches, there are geometrical kinematic drape modeling approaches (<xref ref-type="bibr" rid="B36">Mack and Taylor, 1956</xref>; <xref ref-type="bibr" rid="B56">Van Der Wee&#xeb;n, 1991</xref>; <xref ref-type="bibr" rid="B7">Borouchaki and Cherouat, 2002</xref>) which only integrate geometric effects (without stress) and mechanical approaches integrating the behavior of the material and the boundary conditions. Among the latters, there are discrete and continuous approaches. Discrete approaches consist in considering the textile as a discontinuous assembly of deformable elements (<xref ref-type="bibr" rid="B54">Sze and Liu, 2005</xref>; <xref ref-type="bibr" rid="B8">Boubaker et&#x20;al., 2007</xref>) while continuous approaches assume a continuous material at the macroscopic&#x20;scale.</p>
<p>Different approaches, whether hypoelastic (<xref ref-type="bibr" rid="B58">Yu et&#x20;al., 2005</xref>; <xref ref-type="bibr" rid="B29">Khan et&#x20;al., 2010</xref>) or hyperelastic (<xref ref-type="bibr" rid="B10">Charmetant et&#x20;al., 2012</xref>; <xref ref-type="bibr" rid="B19">Gong et&#x20;al., 2016</xref>; <xref ref-type="bibr" rid="B3">Belnoue et&#x20;al., 2016</xref>), have given convincing results. These laws are associated with shell or plate finite elements for thin woven fabrics and brick elements for thick woven fabrics.</p>
<p>Most simulations of the shaping of dry fibrous reinforcements are carried out at macroscopic scale and under the assumption of an elastic mechanical behavior of the reinforcements. An elastic (reversible) behavior is expressed by a relationship between load and deformation that remains the same for the loading and unloading phases. This relationship can be linear or non-linear.</p>
<p>In this work, a finite element code using an explicit temporal scheme and based on stress resultant shell elements (<xref ref-type="bibr" rid="B22">Hamila et&#x20;al., 2009</xref>) was used. In this approach, the stresses in the textile reinforcement are represented by the resultant warp and weft tensions (<inline-formula id="inf94">
<mml:math id="m108">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf95">
<mml:math id="m109">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), the resultant in-plane shear moment (<inline-formula id="inf96">
<mml:math id="m110">
<mml:mrow>
<mml:msub>
<mml:mi>C</mml:mi>
<mml:mi>s</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and the resultant bending moments (<inline-formula id="inf97">
<mml:math id="m111">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and&#x20;<inline-formula id="inf98">
<mml:math id="m112">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>b</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>).</p>
<p>The virtual work of the internal loads of a woven reinforcement is given by:<disp-formula id="e12">
<mml:math id="m113">
<mml:mrow>
<mml:msub>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>&#x3b7;</mml:mi>
<mml:mo>&#x2192;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msubsup>
<mml:mi>W</mml:mi>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mi>n</mml:mi>
<mml:mi>t</mml:mi>
</mml:mrow>
<mml:mi>t</mml:mi>
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<p>For an elastic mechanical behavior model, the relationships between the loads and the deformation fields (<inline-formula id="inf113">
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</inline-formula>) are the same for loading and unloading. This finite element approach is detailed in <xref ref-type="bibr" rid="B22">Hamila et&#x20;al.,&#x20;2009</xref>.</p>
<p>In order to take into account the inelastic behavior in bending, the behavior model <inline-formula id="inf118">
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</inline-formula> (<xref ref-type="disp-formula" rid="e8">Eq. 8</xref>) detailed in <italic>Analysis of Mechanical Behavior in Bending</italic> has been used in the finite element&#x20;code.</p>
<sec id="s3-1">
<title>Bending Test Simulations</title>
<p>The objective of this part is to simulate by finite elements the bending tests in order to validate the efficiency of the bending model used in this work to predict the geometries and the loads obtained experimentally. For this purpose, the Dahl model has been implemented in the stress resultant shell elements.</p>
<sec id="s3-1-1">
<title>Three-Point Bending Test</title>
<p>The simulation of a loading/unloading in a three-point bending test was carried out to validate the bending model of&#x20;Dahl.</p>
<p>The orientations of the specimen fibers and boundary conditions used for numerical simulation correspond to those of the experimental test: the reinforcement is placed freely on two cylindrical supports of 16&#xa0;mm diameter and a loading pin moves down/up to impose loading/unloading. The loading phase corresponds to an imposed displacement of 30&#xa0;mm. The unloading phase corresponds to a return to zero&#x20;force.</p>
<p>
<xref ref-type="fig" rid="F10">Figure&#x20;10A</xref> shows that the load-displacement relationship at the point of application of the force obtained by simulation is consistent with that obtained by experimentation. The mid-lines of the deformed sample obtained by simulation and experimentation are shown in <xref ref-type="fig" rid="F10">Figure&#x20;10B</xref> for the end of the loading phase and in <xref ref-type="fig" rid="F10">Figure&#x20;10C</xref> at the end of the unloading phase. The geometry of the deformed sample obtained by simulation is consistent with that obtained by experimentation. If during the loading phase the loading pin imposes the displacement of the reinforcement at the point of application of the force, this is not the case after its release where the reinforcement is free to have a residual deformation. At the end of the unloading phase, the residual displacement obtained by simulation is consistent with that obtained by experimentation. The reinforcement would return to its initial configuration (flat and horizontal) if the simulation was done with an elastic behavior model. The inelastic model allowed here to predict the non-elastic return of the reinforcement.</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Three-point bending test. <bold>(A)</bold> load/displacement curves at the point of load application. Numerical and experimental geometries of the deformed fabric: <bold>(B)</bold> at the end of the loading phase and <bold>(C)</bold> at the end of the unloading&#x20;phase.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g010.tif"/>
</fig>
</sec>
<sec id="s3-1-2">
<title>Cantilever Bending Test.</title>
<p>The boundary conditions for this test are as follows: the left end of the specimen is embedded while the rest is free and bends under its own weight. The dimensions of the specimen are: 445&#x20;&#xd7; 70&#x20;&#xd7; 3&#xa0;mm.</p>
<p>The finite element numerical simulation of the cantilever bending test gave a geometry of the deformed sample that is consistent with that obtained experimentally (<xref ref-type="fig" rid="F11">Figure&#x20;11</xref>).</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Numerical and experimental deformed sample geometry of the cantilever bending&#x20;test.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g011.tif"/>
</fig>
<p>Thus, these characterization tests validate the use of the bending model of Dahl and the parameters of this model described in Bending Test Results and Behavior Modelling.</p>
</sec>
</sec>
<sec id="s3-2">
<title>Simulation of Wrinkling Under Longitudinal Compression</title>
<p>The low bending stiffness of the fibrous reinforcements makes them sensitive to buckling when compressed in their plane, which leads to the formation of wrinkles.</p>
<p>In this section, loading/unloading in bending during the formation of wrinkles is highlighted. In addition, the importance of using an inelastic model to simulate wrinkles formation is studied.</p>
<p>For this purpose, a compression in the plane of three samples was applied, by numerical simulation. These three samples corresponded to three different woven reinforcements having, respectively, the bending stiffnesses R1, R2, and R3. R1 corresponds to the bending stiffness of the fabric studied in this work. R2 and R3 are, respectively, 100&#x20;times and 1,000&#x20;times weaker than R1. Longitudinal compression was applied to 100&#x20;&#xd7; 20&#xa0;mm specimens by bringing their ends closer together causing out-of-plane deformation. The principle is observed in <xref ref-type="fig" rid="F12">Figure&#x20;12A</xref> for the reinforcement whose stiffness is R2. <xref ref-type="fig" rid="F12">Figure&#x20;12B</xref> shows the evolution of the curvature as a function of time of an element of this reinforcement during deformation. This figure shows that some areas of the reinforcement are subjected to loading/unloading in bending during wrinkles forming. Hence the interest to study the importance of taking into account the inelastic behavior on the formation of wrinkles.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>
<bold>(A)</bold> Out-of-plane deformation obtained during in-plane compression of a woven reinforcement. <bold>(B)</bold> Curvature as a function of time of an element of the reinforcement.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g012.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F13">Figure&#x20;13A</xref> shows a comparison between the geometries of the deformed samples obtained by numerical simulations of wrinkling under longitudinal compression using an inelastic behavior model and those obtained with an elastic behavior model for the different bending stiffnesses R1, R2, and&#x20;R3.</p>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>
<bold>(A)</bold> Simulation of wrinkling under longitudinal compression of woven reinforcements of stiffness R1, R2 and R3, <bold>(B)</bold> Deformed shapes of the reinforcements after unloading.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g013.tif"/>
</fig>
<p>For the R1 stiffness reinforcement, the elastic and inelastic simulations gave the same geometry after deformation. This is due to the fact that this reinforcement was subjected to bending loading without unloading: during the formation of a single wrinkle there are no elements that move from an area with more bending stress to an area with less bending stress.</p>
<p>For the two other stiffnesses R2 and R3, the formation of several wrinkles leads some elements to move from an area with more bending stress to an area with less bending stress (as in <xref ref-type="fig" rid="F12">Figure&#x20;12</xref>). Thus, these reinforcements were subjected to loading/unloading and the inelastic mechanism was solicited. This explains the difference between the deformed shapes obtained by simulations with an elastic model and those obtained with an inelastic model. This difference remains small: the number of wrinkles and their amplitudes have not changed significantly.</p>
<p>
<xref ref-type="fig" rid="F13">Figure&#x20;13B</xref> shows the deformed shapes of the reinforcements after unloading (release of its ends): they do not return to their initial configurations.</p>
</sec>
<sec id="s3-3">
<title>Experiments and Simulation of a Hemispherical Forming</title>
<p>In this part the hemispherical forming is studied. This forming geometry presents a double curve shape. The forming was carried out without using a blank holder in order to study the formation of wrinkles in the areas of the reinforcement that were not exposed to the&#x20;punch.</p>
<p>The punch is a hemisphere of radius <inline-formula id="inf119">
<mml:math id="m137">
<mml:mi>R</mml:mi>
</mml:math>
</inline-formula> &#x3d; 75&#xa0;mm and the woven reinforcement was initially square in shape and 450&#x20;&#xd7; 450&#xa0;mm in size. <xref ref-type="fig" rid="F14">Figure&#x20;14A</xref> shows the tool geometry of this forming. The simulation of the process was carried out on the glass-based reinforcement studied in <italic>Analysis of Mechanical Behavior in Bending</italic> for an initial orientation of the yarns at 0&#xb0; (warp direction) and 90&#xb0; (weft direction).</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Hemispherical forming <bold>(A)</bold> tool geometry, <bold>(B)</bold> experimental geometry of the deformed woven reinforcement, <bold>(C)</bold> numerical geometries obtained with elastic and inelastic behavior models, and <bold>(D)</bold> the curvature as a function of time and the bending moment as a function of the curvature of the element Elt.</p>
</caption>
<graphic xlink:href="fmats-08-728485-g014.tif"/>
</fig>
<p>
<xref ref-type="fig" rid="F14">Figure&#x20;14D</xref> shows the evolution of the curvature as a function of time as well as the bending moment as a function of the curvature of the element Elt (visible in <xref ref-type="fig" rid="F14">Figure&#x20;14A</xref>). This element has been chosen in such a way that it is representative of the areas that undergo a loading/unloading when passing through an edge radius of the forming tool. <xref ref-type="fig" rid="F14">Figure&#x20;14D</xref> highlights the presence of a loading/unloading in bending during the forming of the reinforcement. This non-monotonous loading is due to the passage of the studied element by an edge radius of the tool. For most forming processes, the passage through an edge radius of the tool is unavoidable and, therefore, some areas of the reinforcement are subjected to loading/unloading in bending. This figure also shows that, for the studied element, the maximum curvature reached for the elastic simulation is greater than the one for the inelastic simulation. This is due to the fact that the areas adjacent to this element, and which are closer to the edge radius, are first subjected to a loading/unloading. In addition, the tangent stiffness increases during the transition from the loading phase to the unloading phase (see relation <inline-formula id="inf120">
<mml:math id="m138">
<mml:mrow>
<mml:msub>
<mml:mi>M</mml:mi>
<mml:mi>b</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3c7;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in <xref ref-type="fig" rid="F14">Figure&#x20;14D</xref>). This increase in stiffness for the areas adjacent to the element Elt reduces the maximum curvature reached by the latter.</p>
<p>
<xref ref-type="fig" rid="F14">Figure&#x20;14C</xref> shows the numerical geometries obtained at the end of the hemispherical forming of the studied reinforcement with the elastic and inelastic behavior models. These geometries obtained with the two behavior models are not significantly different and are consistent with the one obtained by experimentation (<xref ref-type="fig" rid="F14">Figure&#x20;14B</xref>). Small differences were nevertheless observed at the level of the wrinkles: the widths of some wrinkles of the deformed reinforcement corresponding to the inelastic simulation are slightly smaller than those corresponding to the elastic simulation. The encircled wrinkle in <xref ref-type="fig" rid="F14">Figure&#x20;14</xref> shows that the wrinkle width obtained by the inelastic simulation was closer to the one obtained by experimentation than the one obtained by the elastic simulation.</p>
<p>
<xref ref-type="fig" rid="F15">Figure&#x20;15</xref> shows the magnitude of the internal bending loads. The differences in loads between the simulation with the elastic model and the one with the inelastic model are significant in some areas (up to 60%). It is necessary to accurately calculate the internal bending moments at the end of the forming process since they determine the internal stresses to be taken into account for the resin injection phase for LCM processes.</p>
<fig id="F15" position="float">
<label>FIGURE 15</label>
<caption>
<p>Internal bending loads <bold>(A)</bold> elastic simulation, <bold>(B)</bold> inelastic simulation. <bold>(C)</bold> Numerical geometry of the reinforcement after the removal of the hemispherical punch (inelastic simulation) (Colored version online).</p>
</caption>
<graphic xlink:href="fmats-08-728485-g015.tif"/>
</fig>
<p>In the case of monotonous forming, the final geometry of the preform is mainly imposed from the punch geometry. This explains why simulations with both behavior models (elastic and inelastic) give close geometries. However, in the case of punch removal, the final geometry of the preform is no longer imposed. Thus, this case is interesting to study since it allows to better investigate the relevance of the proposed inelastic model. <xref ref-type="fig" rid="F15">Figure&#x20;15C</xref> shows the numerical geometry of the deformed reinforcement obtained after the removal of the hemispherical punch. The reinforcement did not return to its original configuration as in the case of an elastic behavior. This numerical geometry is consistent with that obtained by experimentation (<xref ref-type="fig" rid="F1">Figure&#x20;1</xref>).</p>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>Conclusion</title>
<p>In this work, the inelastic behavior in bending was highlighted by applying loading/unloading in three-point bending test. Thanks to the optical monitoring of the yarns, a slip between the different layers of fibers was observed. This slippage is expected to generate friction; which explains, in part, the observed inelastic behavior.</p>
<p>The friction model of Dahl was adapted to describe the inelastic behavior in bending of woven reinforcements. Then, this model was implemented in stress resultant shell elements and validated by comparison simulation-experiment of bending&#x20;tests.</p>
<p>During the forming of a textile reinforcement, the latter is subjected to loading/unloading in bending when passing through an edge radius of the forming tool as well as during the formation of wrinkles. This makes appear the inelastic behavior of the reinforcement. Concerning the geometry of the reinforcement during its forming, numerical simulations with an inelastic behavior model have given results that are close to those obtained with an elastic behavior model. However, the difference becomes significant if the punch or load is released: the simulation with an elastic model does not predict the non-elastic return of the reinforcement.</p>
<p>In addition, simulation with an inelastic behavior model was able to predict accurately the loading/unloading loads of a three-point bending test. The model was then used in a forming simulation to estimate residual stresses.</p>
<p>Further studies at the meso-scopic scale would allow a better understanding of the different sources of dissipations.</p>
</sec>
</body>
<back>
<sec id="s5">
<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 id="s6">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work and approved it for publication.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was supported by the French Ministry of Higher Education and Research.</p>
</sec>
<sec sec-type="COI-statement" id="s8">
<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 id="s9" sec-type="disclaimer">
<title>Publisher&#x2019;s Note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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