<?xml version="1.0" encoding="UTF-8"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article article-type="research-article" dtd-version="2.3" xml:lang="EN" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">
<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">571779</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2020.571779</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>A Contribution to the Study of the Forming of Dry Unidirectional HiTape&#xae; Reinforcements for Primary Aircraft Structures</article-title>
<alt-title alt-title-type="left-running-head">Bouquerel et al.</alt-title>
<alt-title alt-title-type="right-running-head">HiTape(R) Characterization for Forming Modeling</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bouquerel</surname>
<given-names>Laure</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="http://loop.frontiersin.org/people/927577/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Moulin</surname>
<given-names>Nicolas</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="http://loop.frontiersin.org/people/1003145/overview"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Drapier</surname>
<given-names>Sylvain</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
</contrib-group>
<aff id="aff1">
<label>
<sup>1</sup>
</label>R&#x26;T Reinforcements, Hexcel Reinforcements SASU, Route des Nappes, <addr-line>Les Aveni&#xe8;res</addr-line>, <country>France</country>
</aff>
<aff id="aff2">
<label>
<sup>2</sup>
</label>Mines Saint-Etienne, University of Lyon, CNRS, UMR 5307 LGF, Centre SMS, <addr-line>Saint-Etienne</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/180692/overview">Patricia Krawczak</ext-link>, IMT Lille Douai, France</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/613234/overview">Damien Soulat</ext-link>, ENSAIT, France</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/527075/overview">Fr&#xe9;d&#xe9;ric Charles Lebon</ext-link>, Aix-Marseille Universit&#xe9;, France</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Laure Bouquerel, <email>laure.bouquerel@hexcel.com</email>
</corresp>
<fn fn-type="other">
<p>This article was submitted to Mechanics of Materials, a section of the journal Frontiers in Materials</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>01</month>
<year>2021</year>
</pub-date>
<pub-date pub-type="collection">
<year>2020</year>
</pub-date>
<volume>7</volume>
<elocation-id>571779</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>06</month>
<year>2020</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>11</month>
<year>2020</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2021 Bouquerel, Moulin and Drapier.</copyright-statement>
<copyright-year>2021</copyright-year>
<copyright-holder>Bouquerel, Moulin and Drapier</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 <ext-link ext-link-type="uri" xlink:href="http://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. 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>
<self-uri content-type="pdf" xlink:href="571779.pdf"/>
<abstract>
<p>In the context of developing competitive liquid composites molding processes for primary aircraft structures, modeling the forming stage of automatically-placed initially flat stacks of dry reinforcements is of great interest. In the case of HiTape&#xae;, a dry unidirectional carbon fiber reinforcement designed to achieve performances comparable to state-of-the-art pre-impregnated materials, the presence of a thermoplastic veil on each side of the material for both processing and mechanical purposes should also be considered when modeling forming in hot conditions. As a dry unidirectional reinforcement, HiTape&#xae; is expected to exhibit a transversely isotropic behavior. Computation cost and strong characterization challenges led us to model its behavior at the forming process temperature (above the thermoplastic veil melting temperature) through a homogeneous equivalent continuous medium exhibiting four &#x2018;classical&#x2019; deformation modes and a specific structural mode, namely out-of-plane bending. The response of both single plies and stacks of HiTape&#xae; to this latter structural mode was characterized at the forming process temperature using a modified <italic>Peirce flexometer</italic>. Results on single plies showed a non-linear softening moment-curvature behavior and a corresponding flexural stiffness much lower than what can be inferred from continuum mechanics. Moreover, testing stacks revealed that the veil acts as a thin load transfer layer between the plies undergoing relative in-plane displacement, <italic>i.e.</italic> inter-ply sliding. This inter-ply response was then characterized separately at the forming process temperature thanks to a specific method relying on a <italic>pull-through</italic> test. Experiments performed at pressures and speeds representative of the forming stage revealed that a hydrodynamic lubricated friction regime predominates, <italic>i.e.</italic> a linearly increasing relationship between the friction coefficient and the modified Hersey number. From an industrial point of view, high forming pressures and low speeds are therefore recommended to promote inter-ply slip to limit the occurrence of defects such as wrinkles.</p>
</abstract>
<kwd-group>
<kwd>bending</kwd>
<kwd>carbon fiber</kwd>
<kwd>dry</kwd>
<kwd>forming</kwd>
<kwd>friction</kwd>
<kwd>reinforcement</kwd>
<kwd>thermoplastic</kwd>
<kwd>unidirectional</kwd>
</kwd-group>
<contract-num rid="cn001"/>
<contract-sponsor id="cn001">Association Nationale de la Recherche et de la Technologie<named-content content-type="fundref-id">10.13039/501100003032</named-content>
</contract-sponsor>
</article-meta>
</front>
<body>
<sec id="s1">
<title>Introduction</title>
<p>For decades, composite materials have been recognized as optimal solutions for lightweight structures in the industry of transportation. They have widely participated to the development of innovative aircraft structures, including heavily loaded primary structures. Carbon fiber based composites are now used extensively and represent up to more than half of the weight of modern aircraft structures. Classically, the best performances are reached with long fiber semi-products pre-impregnated with non-consolidated organic resin, and processed in autoclave environments. However, such semi-products, made up of the controlled arrangement of tows containing thousands of carbon fibers require heavy storage and processing environments. In the context of continuous cost reduction and production rate increase, liquid composites molding (LCM) processes (<xref ref-type="bibr" rid="B32">Hexcel, 2015a</xref>) appear now as ideal routes for manufacturing primary aircraft structures. These Out-of-Autoclave (OOA) processes consist in draping and shaping dry composite semi-products, and then inject (for Resin Transfer Molding for instance) or infuse (in infusion-based processes) liquid resins in this potentially complex fibrous architecture.</p>
<p>In this context, Hexcel Reinforcements is continuously developing specific reinforcements solutions for primary aircraft structures manufactured with LCM processes. HiTape&#xae; (<xref ref-type="bibr" rid="B33">Hexcel, 2015b</xref>) is a dry unidirectional (UD) tape made up of parallel spread tows of thousands of carbon fibers with a thermoplastic (TP) veil on either side (<xref ref-type="fig" rid="F1">Figure 1A</xref>). The veil is a key feature of this innovative reinforcement; not only it enables automated dry fiber placement (DFP) but it also contributes to yield mechanical properties equivalent to pre-impregnated based composites (<xref ref-type="bibr" rid="B33">Hexcel, 2015b</xref>), with high fiber volume fractions of 58&#x2013;60% reached with OOA processes.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Industrial context: <bold>(A)</bold> HiTape&#xae; reinforcements for LCM processes (<xref ref-type="bibr" rid="B33">Hexcel, 2015b</xref>) and <bold>(B)</bold> schematics of double-membrane hot vacuum forming process, which consists in a compaction stage followed by a forming stage.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g001.tif"/>
</fig>
<p>Going a step further in increasing production rates, dry semi-products such as HiTape&#xae; can be first deposited with automated placement in 2D stacks of several plies, and then formed in an automated way under mechanical loading to reach a given geometry and fiber arrangement. In this paper, the considered forming process solution is double-membrane hot vacuum forming as illustrated in <xref ref-type="fig" rid="F1">Figure 1B</xref>. It consists firstly in compacting the dry stack between soft membranes by pulling vacuum (&#x2460;), and secondly in forcing this membranes/stack set to deform (<xref ref-type="bibr" rid="B57">Pickett, 2018</xref>) by pulling vacuum between the mold and the membranes/stack set yielding an about 1&#xa0;bar forming pressure (&#x2461;). This forming step is performed above the melting temperature of the veil, notably for the veil to maintain the shape of the resulting preform. Preventing defects and imperfections (e.g., wrinkles) occurrence during this crucial forming stage is of prime importance and requires to understand the ply response to thermo-mechanical loading, and how plies move with respect to each other.</p>
<p>The aim of this paper is to characterize the behavior of HiTape&#xae; reinforcements in order to feed models of the forming process of stacks. To the knowledge of the authors, literature on the characterization of such dry UD materials is quite sparse. In <xref ref-type="sec" rid="s2">
<italic>Section 2</italic>
</xref>, we hence propose a literature review on the behavior of related materials such as dry multi-axial reinforcements and pre-impregnated UDs, in order to define the major deformation modes to be identified for forming modeling, along with the corresponding appropriate experimental methods. Such review allows us to identify the most relevant deformation modes of HiTape&#xae; to be characterized: bending and inter-ply sliding. In <xref ref-type="sec" rid="s3">
<italic>Section 3</italic>
</xref>, the implementation of corresponding dedicated experimental methods is described. Finally, results of HiTape&#xae; characterization in bending and inter-ply sliding are presented and discussed in <xref ref-type="sec" rid="s4">
<italic>Section 4</italic>
</xref>.</p>
</sec>
<sec id="s2">
<title>From State of the Art to Considerations on Hitape&#xae; Reinforcements Mechanical Behavior</title>
<p>Extensive work has been performed on the characterization of the forming behavior of composite semi-products with heavy multi-axial complex architectures, either for pre-impregnated (e.g., <xref ref-type="bibr" rid="B65">Ten Thije et al. (2011)</xref>, <xref ref-type="bibr" rid="B44">Lightfoot et al. (2013)</xref>) or dry reinforcements (e.g., <xref ref-type="bibr" rid="B8">Boisse (2004)</xref>, <xref ref-type="bibr" rid="B10">Cao et al. (2008)</xref>, <xref ref-type="bibr" rid="B62">Senner et al. (2014)</xref>). However, the particular structure of HiTape&#xae; is expected to yield a specific intermediate type of behavior. On one hand, an individual ply (intra-ply) is likely to respond like pre-impregnated UD materials (<xref ref-type="bibr" rid="B41">Leutz, 2015</xref>), i.e., with a theoretically transversely isotropic behavior, but with even less cohesion and very low stiffness in the isotropy plane orthogonal to the fiber direction. On the other hand when considering several plies forming in industrial conditions (hence at the veil melting temperature), the presence of the melted veil at the interface between plies (inter-ply) may modify HiTape&#xae; stacks response compared to multi-axial dry semi-products (<xref ref-type="bibr" rid="B15">Creech and Pickett, 2006</xref>). The aim of this section is to perform a selective literature review in order to identify which characterization work should be carried out on HiTape&#xae; in order to describe its mechanical behavior to be used as input for forming simulations.</p>
<sec id="s2-1">
<title>Intermediate Scale of Observation</title>
<p>Reinforcements are intrinsically multi-scale materials as they are classically composed of thousands of fibers gathered in tows (possibly spread) which are assembled in tapes or plies, then laid up as a stack (<xref ref-type="fig" rid="F2">Figure 2</xref>). The scale of observation for this study must allow for the identification of the main mechanisms which control both intra-ply and inter-ply responses during forming, but should also enable modeling the process with tractable computational efforts.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>The three main scales of observation of composites materials; an intermediate (mesoscopic) ply scale is selected for forming modeling and HiTape&#xae; characterization.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g002.tif"/>
</fig>
<p>Modeling the forming at fiber scale would help understanding interactions between fibers, but it is not suited for representing the forming of stacks which contain millions of fibers with specific architectures, nor accounting for the contact between top and bottom plies with the surrounding tooling. On the opposite, the part (or stack) scale is too coarse as heterogeneous layer-wize constitutive responses are expected. The material response model should indeed be able to capture local effects (inter-ply shear, frame rotations &#x2026; ) which control the relative motion between plies as well as the intra-ply response itself. It should also represent the large deformations undergone by the whole stack, which translate into finite strains and rotations that a continuous approach can certainly not handle even with refined kinematics (<xref ref-type="bibr" rid="B23">Dufort et al., 2001</xref>). Eventually, an intermediate scale, so-called mesoscopic, is considered for modeling HiTape&#xae; forming as well as to characterize the ply and stack responses. Indeed, as illustrated in <xref ref-type="fig" rid="F2">Figure 2</xref>, modeling each ply through an equivalent homogeneous medium (potentially non-linear and orthotropic) ensures acceptable computational efforts (<xref ref-type="bibr" rid="B24">Fagiano, 2010</xref>; <xref ref-type="bibr" rid="B19">D&#xf6;rr et al., 2017</xref>) while allowing for a reasonably fine description of the mechanisms acting in the ply and between plies (<xref ref-type="bibr" rid="B9">Bouquerel et al., 2017</xref>).</p>
</sec>
<sec id="s2-2">
<title>Deformation Modes at ply Scale During Forming and Corresponding Characterization Methods</title>
<p>As illustrated in <xref ref-type="fig" rid="F3">Figures 3A,B</xref>, reinforcements exhibit both in-plane and out-of-plane (<italic>i.e.</italic> along thickness direction) intra-ply deformation mechanisms: traction, compression as well as shear. Moreover, like any fibrous medium, HiTape&#xae; may also display structural modes like out-of-plane bending due to the reinforcement intrinsic thickness. Finally, these intra-ply modes must be complemented by specific ones associated with the presence of the TP veil on either side of the layers, which come into play when considering HiTape&#xae; stacks. These inter-ply modes correspond to sliding or opening/closing as presented in <xref ref-type="fig" rid="F3">Figure 3C</xref>.</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Deformation mechanisms of reinforcements at ply scale during forming, illustrated in the case of a UD with fibers oriented along <inline-formula id="inf1">
<mml:math id="mml-math1-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> direction: <bold>(A)</bold> in-plane modes, <bold>(B)</bold> out-of-plane modes with specific bending about axis <inline-formula id="inf2">
<mml:math id="mml-math2-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>:</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>B</mml:mi>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and <bold>(C)</bold> inter-ply loading with specific inter-ply sliding in plane (<inline-formula id="inf3">
<mml:math id="mml-math3-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>), with friction coefficients <inline-formula id="inf4">
<mml:math id="mml-math4-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3b3;</mml:mi>
<mml:mrow>
<mml:mn>1,2</mml:mn>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g003.tif"/>
</fig>
<p>In this section let us consider these intra- and inter-ply deformation modes and how the corresponding responses can be identified. We shall not describe all these modes in detail, but focus on the predominant ones during forming.</p>
<sec id="s2-2-1">
<title>Tensions and Compressions</title>
<p>The longitudinal response along fiber direction <inline-formula id="inf5">
<mml:math id="mml-math5-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F3">Figure 3A</xref>) is dominated by fibers quasi-inextensibility. Tension behavior can hence be approximated by a simple rule of mixture <inline-formula id="inf6">
<mml:math id="mml-math6-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> where <inline-formula id="inf7">
<mml:math id="mml-math7-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is the reinforcement longitudinal modulus, <inline-formula id="inf8">
<mml:math id="mml-math8-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> the fiber volume fraction and <inline-formula id="inf9">
<mml:math id="mml-math9-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> the fiber longitudinal modulus in tension known to be constant for carbon fibers and available in the fiber data sheet. As for compression in this same longitudinal direction, it is assumed that the external compaction that occurs in double-membrane forming constrains the transverse displacement on either side of the plies, and therefore largely limits the occurrence of potential out-of-plane fiber micro-buckling that may appear if layers are free (<xref ref-type="bibr" rid="B20">Drapier et al., 1996</xref>; <xref ref-type="bibr" rid="B22">Drapier and Wisnom, 1999</xref>). Moreover, due to the high volume fraction (<inline-formula id="inf10">
<mml:math id="mml-math10-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>V</mml:mi>
<mml:mi>f</mml:mi>
</mml:msub>
<mml:mo>&#x2248;</mml:mo>
<mml:mn>60</mml:mn>
<mml:mtext>%</mml:mtext>
</mml:mrow>
</mml:math>
</inline-formula> under 1&#xa0;bar compaction as measured by <xref ref-type="bibr" rid="B5">Blais (2016)</xref>) and in-plane confinement of plies, in-plane fiber micro-buckling could only appear at extremely high loads (<xref ref-type="bibr" rid="B59">Rosen, 1964</xref>; <xref ref-type="bibr" rid="B20">Drapier et al., 1996</xref>) which cannot be reached in standard forming conditions. In conclusion, the prescribed transverse compaction during forming limits the potential difference in tension-compression response, and the longitudinal compressive modulus can hence be taken equal to the constant elongation modulus <inline-formula id="inf11">
<mml:math id="mml-math11-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>In transverse directions <inline-formula id="inf12">
<mml:math id="mml-math12-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf13">
<mml:math id="mml-math13-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula>, the characterization of tension behavior of UDs is quite a challenge due to the lack of cohesion. Pre-impregnated UDs were tested in transverse direction by <xref ref-type="bibr" rid="B41">Leutz (2015)</xref> and <xref ref-type="bibr" rid="B48">Margossian et al. (2016)</xref>, but results were scattered with low repeatability. In the case of HiTape&#xae;, the internal structure with no resin support inside plies exhibits little cohesion only brought by a slight entanglement of the UD dry fibers network, whereas TP veil on either side of the tape brings a superficial cohesion just sufficient for handling and processing. This structure makes both elongational responses in transverse directions almost impossible to characterize. Therefore, for modeling purpose, it can be assumed that transverse stiffnesses correspond to a little fraction of the longitudinal modulus, <italic>i.e.</italic> <inline-formula id="inf14">
<mml:math id="mml-math14-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>&#x3b1;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>L</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> with <inline-formula id="inf15">
<mml:math id="mml-math15-fmats.2020.571779">
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mo>&#x226a;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>In transverse compression, the response of the fibrous material is driven by the fiber network rearrangement as well as fiber-to-fiber contacts (<xref ref-type="bibr" rid="B70">Xiong et al., 2019</xref>). Recalling that we consider double-membrane forming processes where the individual layers of the stack are compacted along thickness direction (<inline-formula id="inf16">
<mml:math id="mml-math16-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula>) before forming, compression behavior understanding appears to be of prime importance. Such non-linear behavior is already known as it was determined using a standard testing machine to compact HiTape&#xae; stacks between circular platens in previous works (<xref ref-type="bibr" rid="B11">Celle et al., 2008</xref>; <xref ref-type="bibr" rid="B5">Blais, 2016</xref>; <xref ref-type="bibr" rid="B6">Blais et al., 2017</xref>).</p>
</sec>
<sec id="s2-2-2">
<title>Shears</title>
<p>Considering the small thickness of HiTape&#xae; (approximately 0.2&#xa0;mm), we can assume that transverse shear&#x2013;<italic>i.e.</italic> in planes <inline-formula id="inf17">
<mml:math id="mml-math17-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf18">
<mml:math id="mml-math18-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>O</mml:mi>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> as depicted in <xref ref-type="fig" rid="F3">Figure 3B</xref>&#x2013;is negligible. Conversely, in-plane shear (<xref ref-type="fig" rid="F3">Figure 3A</xref>) may develop during forming. This deformation mechanism indeed dominates the formability of composites semi-products such as woven ones (<xref ref-type="bibr" rid="B10">Cao et al., 2008</xref>) due to the relative mobility of the fiber tows (<xref ref-type="bibr" rid="B8">Boisse, 2004</xref>). Two types of specific characterization methods were hence developed to evaluate the formability of both dry and pre-impregnated semi-products: the bias-extension (<xref ref-type="bibr" rid="B54">Orawattanasrikul, 2006</xref>; <xref ref-type="bibr" rid="B12">Charmetant, 2011</xref>) and the picture-frame (<xref ref-type="bibr" rid="B38">Kawabata, 1980</xref>) tests.</p>
<p>To the knowledge of the authors, literature on the characterization of the in-plane shear behavior of dry UD reinforcements under forming conditions is quite sparse. Related studies may be found for UD-NCF (<xref ref-type="bibr" rid="B66">Trejo et al., 2020</xref>) as well as for pre-impregnated UD tapes with various strategies proposed to maintain the specimen integrity during testing: <xref ref-type="bibr" rid="B41">Leutz (2015)</xref> tested 4-ply stacks (<xref ref-type="fig" rid="F4">Figure 4</xref>), <xref ref-type="bibr" rid="B50">McGuinness and Bradaigh (1998)</xref> used membranes to maintain a single ply but struggled to isolate the ply response from the membrane one, and <xref ref-type="bibr" rid="B39">Larberg et al. (2012)</xref> considered cross-plied. However, all these tests demonstrated a rapid decohesion following the occurrence of out-of-plane instabilities, either fiber micro-buckling or ply buckling. Due to the only superficial cohesion of HiTape&#xae;, in-plane shear characterization seems out of reach from a technological point of view. More importantly, due to the compaction which limits the fiber transverse displacements during forming, the formability of a stack of HiTape&#xae; plies is expected to be driven more by the relative motion of thin HiTape&#xae; individual plies than by intra-ply in-plane shear as it is highlighted in the following.</p>
<fig id="F4" position="float">
<label>FIGURE 4</label>
<caption>
<p>An example of in-plane shear characterization of pre-impregnated UD carbon/epoxy: picture-frame test on a 4-ply stack of UD of same orientation (left to right: initial configuration, intermediate shear angle of 2&#xb0;, final shear angle of 40&#xb0;) (<xref ref-type="bibr" rid="B41">Leutz, 2015</xref>).</p>
</caption>
<graphic xlink:href="fmats-07-571779-g004.tif"/>
</fig>
</sec>
<sec id="s2-2-3">
<title>Out-of-Plane Bending</title>
<p>Many recent studies showed that accounting for ply scale out-of-plane bending behavior of either dry or pre-impregnated semi-products (<xref ref-type="bibr" rid="B10">Cao et al., 2008</xref>; <xref ref-type="bibr" rid="B30">Haanappel et al., 2014</xref>) in forming simulations allows the prediction of wrinkles occurrence in thick architectures (<xref ref-type="bibr" rid="B7">Boisse et al., 2011</xref>), and more generally is a step forward to reliable simulations (<xref ref-type="bibr" rid="B46">Madeo et al., 2015</xref>). Moreover, even for thin plies, the bending behavior controls the overall formability to a great extent (<xref ref-type="bibr" rid="B43">Liang et al., 2014</xref>). Although the hypothesis of continuity is often made for fibrous media&#x2013;especially those with high fiber volume fraction&#x2013;, bending behavior cannot be directly deduced from the elongation stiffness for these media, mainly because of internal relative motion between fibers during deformation (<xref ref-type="bibr" rid="B37">Kang and Yu, 1995</xref>). For this reason, reinforcements bending behavior should be characterized.</p>
<p>Due to the low bending stiffness of composite semi-products, classical characterization methods such as three- or four-point bending tests have classically been discarded by the textile industry. Peirce (<xref ref-type="bibr" rid="B56">Peirce, 1930</xref>) early proposed a ply scale linear elastic bending model for cloth, extending Euler-Bernoulli&#x2019;s beam theory to large deflections but small deformations using a correction term. This model led to a simple, cost-effective and rapid bending characterization method called fixed angle flexometer, and involving a strip of fabric bending under its own weight. Using this method <xref ref-type="bibr" rid="B41">Leutz (2015)</xref> measured the bending stiffnesses <inline-formula id="inf19">
<mml:math id="mml-math19-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> about direction <inline-formula id="inf20">
<mml:math id="mml-math20-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> <inline-formula id="inf21">
<mml:math id="mml-math21-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1,2</mml:mn>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of pre-impregnated UDs in thermally controled environments and showed that the ratio of bending stiffnesses <inline-formula id="inf22">
<mml:math id="mml-math22-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mo>/</mml:mo>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is about <inline-formula id="inf23">
<mml:math id="mml-math23-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mn>3</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>. Indeed, bending about <inline-formula id="inf24">
<mml:math id="mml-math24-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> is dominated by the fiber longitudinal stiffness whereas bending about <inline-formula id="inf25">
<mml:math id="mml-math25-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> is almost solely controled by the molten resin as illustrated in <xref ref-type="fig" rid="F3">Figure 3B</xref>. In the case of HiTape&#xae; this bending ratio is expected to be even higher due to the absence of molten resin. We can therefore infer that <inline-formula id="inf26">
<mml:math id="mml-math26-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<italic>B</italic> thereafter) dominates in forming modeling, <italic>i.e.</italic> the influence of <inline-formula id="inf27">
<mml:math id="mml-math27-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> on forming simulation may be negligible. Still, the question of how to measure bending stiffness <inline-formula id="inf28">
<mml:math id="mml-math28-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>B</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> remains open for future works.</p>
<p>Going a step forward, fibrous semi-products were shown to exhibit a non-linear bending response (<xref ref-type="bibr" rid="B43">Liang et al., 2014</xref>). Their tangent behavior can be more generally defined by the differential form <inline-formula id="inf29">
<mml:math id="mml-math29-fmats.2020.571779">
<mml:mrow>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in the corresponding plane, where <inline-formula id="inf30">
<mml:math id="mml-math30-fmats.2020.571779">
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
</mml:math>
</inline-formula> is the bending moment per unit width, <italic>B</italic> the bending stiffness per unit width, and &#x3ba; the curvature (<xref ref-type="bibr" rid="B13">Clapp et al., 1990</xref>). Following <xref ref-type="bibr" rid="B56">Peirce (1930)</xref>, various models were introduced to account for the non-linearity of the moment-curvature relationship: bi-linear (<xref ref-type="bibr" rid="B36">Huang, 1979</xref>), non-linear for small curvatures and linear for larger curvatures (<xref ref-type="bibr" rid="B1">Abbott et al., 1971</xref>; <xref ref-type="bibr" rid="B13">Clapp et al., 1990</xref>), with a threshold (<xref ref-type="bibr" rid="B28">Grosberg, 1966</xref>), etc.</p>
<p>In order to characterize this particular behavior, a specific apparatus called Kawabata Evaluation System KES-FB2 (<xref ref-type="bibr" rid="B38">Kawabata, 1980</xref>) was designed and successfully used on fabrics (<xref ref-type="bibr" rid="B53">Ngo Ngoc et al., 2002</xref>) and non-crimp fabric (NCF) multi-plies (<xref ref-type="bibr" rid="B45">Lomov et al., 2003</xref>) for example; however this type of apparatus is rather cumbersome and limited to room temperature. Other characterization methods were further derived from the fixed angle flexometer test to characterize non-linear behaviors: <xref ref-type="bibr" rid="B18">de Bilbao et al. (2008)</xref> increased step by step the free length of the strip for NCFs and interlocks, while other approaches were based on recording the deformed shape of the sample and using image processing to relate the bending moment to the sample curvature. In order to characterize a wide range of curvatures, <xref ref-type="bibr" rid="B43">Liang et al. (2014)</xref> also added a lumped mass at the end of the strip.</p>
<p>Besides, some methods were developed to take into account the temperature-dependency of the bending behavior of pre-impregnated reinforcements, for UD carbon/PEEK<xref ref-type="fn" rid="FN1">
<sup>1</sup>
</xref> and UD carbon/PPS<xref ref-type="fn" rid="FN2">
<sup>2</sup>
</xref> for example (<xref ref-type="bibr" rid="B42">Liang, 2016</xref>). In those studies, managing the increase of temperature in the sample before testing was reported to be challenging. A specific apparatus called hot vertical cantilever (<xref ref-type="bibr" rid="B63">Soteropoulos et al., 2011</xref>; <xref ref-type="bibr" rid="B2">Alshahrani and Hojjati, 2017</xref>) was hence proposed in order to load the sample only when the desired temperature was reached. However, a deformation of the sample was already observed before applying the load due to the temperature rise (<xref ref-type="bibr" rid="B3">Angel and Graef, 2016</xref>). In addition, the homogeneity and control of the environment are critical and can significantly influence the results (<xref ref-type="bibr" rid="B3">Angel and Graef, 2016</xref>). To overcome this, other tests were proposed on smaller volumes: for instance in a 3-point bending DMA machine (<xref ref-type="bibr" rid="B47">Margossian et al., 2015</xref>) or with a rheometer (<xref ref-type="bibr" rid="B60">Sachs et al., 2014</xref>).</p>
</sec>
<sec id="s2-2-4">
<title>Inter-ply Response</title>
<p>The two inter-ply deformation modes are depicted on <xref ref-type="fig" rid="F3">Figure 3C</xref>, namely inter-ply opening (decohesion) and sliding. In the case of double-membrane forming processes, it seems wise to assume that decohesion along direction <inline-formula id="inf31">
<mml:math id="mml-math31-fmats.2020.571779">
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
</mml:math>
</inline-formula> is not likely to occur due to external loading. Conversely, sliding between plies is expected to be a key factor controlling the formability of a stack (<xref ref-type="bibr" rid="B29">Guzman-Maldonado et al., 2019</xref>); inter-ply sliding needs therefore to be characterized, and is dominated by the presence of the TP veil.</p>
<sec id="s2-2-4-1">
<title>Characterization Methods of Inter-Ply Sliding</title>
<p>Standard methods were developed for the characterization of the frictional behavior of sheets of materials&#x2013;standards related to inter-fiber or inter-tow friction are not discussed here. They involve a fixed plane, either horizontal or inclined, onto which a first sample of tested material is attached, and over which a mobile block holding a second sample is translated. The static (<italic>i.e.</italic> when relative motion is initiated) and dynamic (<italic>i.e.</italic> during relative motion) friction coefficients are calculated using Coulomb&#x2019;s law, which assumes that friction coefficients are independent of both relative sliding velocity and normal pressure:<disp-formula id="e1">
<mml:math>
<mml:mrow>
<mml:mtext>CoF</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(1)</label>
</disp-formula>where CoF is the friction coefficient, and <inline-formula id="inf32">
<mml:math id="mml-math32-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf33">
<mml:math id="mml-math33-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are the applied tangent and normal forces, respectively.</p>
<p>However, these methods have been developed to represent friction conditions that sheet materials may encounter during handling or automated processing, but they are not representative of composite forming conditions. Indeed, not only are they limited to room temperature, but the required force corresponding to forming (<italic>i.e.</italic> of the order of magnitude of a few hN for standard tests) cannot be applied with such methods. Those are the reasons why other tests were developed for composite semi-products friction characterization. A horizontal plane with a specific system for applying normal pressure was proposed by <xref ref-type="bibr" rid="B34">Hivet et al. (2012)</xref>, <xref ref-type="bibr" rid="B51">Montero et al. (2017)</xref>, but the pressure still seems too low for our forming conditions. To achieve normal pressures of about 1&#xa0;bar, the <italic>pull-out</italic> and the <italic>pull-through</italic> tests (illustrated on <xref ref-type="fig" rid="F5">Figure 5A</xref>) are the most common ones; they are described in the benchmark of <xref ref-type="bibr" rid="B61">Sachs et al. (2012)</xref>. In these tests, a reinforcement sample (referred to as central specimen) is placed between two plates covered with reinforcement samples (referred to as lateral specimens) and a normal force is applied. The central sample is then loaded in tension and forced to slide, while the corresponding force is recorded. The difference between the two apparatuses lies in the contact area, which is constant during the test for the pull-through while it decreases for the pull-out.</p>
<fig id="F5" position="float">
<label>FIGURE 5</label>
<caption>
<p>
<bold>(A)</bold> Principle of the pull-through test and <bold>(B)</bold> schematic of the inter-ply friction characterization setup.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g005.tif"/>
</fig>
</sec>
<sec id="s2-2-4-2">
<title>Inter-ply Friction Behavior of Reinforcements</title>
<p>In the literature, Coulomb&#x2019;s law (<xref ref-type="disp-formula" rid="e1">Eq. 1</xref>) for dry friction is generally used to model the friction behavior during inter-ply sliding of solid-state reinforcements, <italic>i.e.</italic> either dry (<xref ref-type="bibr" rid="B34">Hivet et al., 2012</xref>) or containing thermoplastic below its melting temperature (<xref ref-type="bibr" rid="B61">Sachs et al., 2012</xref>) as illustrated in <xref ref-type="fig" rid="F6">Figure 6B</xref> (top). Indeed, after a transient phase, the coefficient of friction reaches a plateau value often interpreted as the dynamic coefficient of friction. However, the hypothesis of a single constant friction coefficient for solid-state reinforcements is too coarse; normal pressure in particular has a strong influence on the friction coefficient <xref ref-type="bibr" rid="B34">Hivet et al. (2012)</xref>. Thus more complex models were proposed; for example Howell&#x2019;s model (<xref ref-type="bibr" rid="B35">Howell and Mazur, 1953</xref>) describes a power law between tangent and normal forces such that <inline-formula id="inf34">
<mml:math id="mml-math34-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>k</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msubsup>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
<mml:mi>m</mml:mi>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> where <italic>k</italic> and <italic>m</italic> are parameters to be determined experimentally (<xref ref-type="bibr" rid="B16">Das et al., 2005</xref>; <xref ref-type="bibr" rid="B14">Cornelissen et al., 2014</xref>; <xref ref-type="bibr" rid="B52">Najjar et al., 2014</xref>), which leads to a dynamic friction coefficient which depends on the normal force. A review of these models is proposed by <xref ref-type="bibr" rid="B71">Yuksekkay (2009)</xref>. In the case of dry reinforcements, an inter-ply friction coefficient of 0.3 is frequently assumed (<xref ref-type="bibr" rid="B25">Fetfatsidis et al., 2013</xref>) in the absence of experimental data. This is consistent, for example, with the results obtained by <xref ref-type="bibr" rid="B34">Hivet et al. (2012)</xref> who identified a friction coefficient between 0.15 and 0.4 for a dry woven reinforcement.</p>
<fig id="F6" position="float">
<label>FIGURE 6</label>
<caption>
<p>
<bold>(A)</bold> Stribeck curve and schematic illustration of the different lubrication regimes and <bold>(B)</bold> examples of dry <bold>(top)</bold> and wet <bold>(bottom)</bold> friction for Twintex&#xae; PP from <xref ref-type="bibr" rid="B61">Sachs et al. (2012)</xref>.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g006.tif"/>
</fig>
<p>As soon as the reinforcement contains resin in a molten state, this resin may play the role of a lubricant and strongly influences the friction response; this is called lubricated contact. In that case, the friction coefficient depends on resin viscosity &#x3b7;, sliding speed &#x3bd; and normal force applied <inline-formula id="inf35">
<mml:math id="mml-math35-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>; three parameters assembled in the Hersey number <italic>H</italic> defined by:<disp-formula id="e2">
<mml:math>
<mml:mrow>
<mml:mi>H</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>&#x3b7;</mml:mi>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mi>&#x3bd;</mml:mi>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(2)</label>
</disp-formula>
</p>
<p>Based on a phenomenological approach, Stribeck&#x2019;s theory (<xref ref-type="bibr" rid="B64">Stribeck, 1903</xref>) expresses the existence of a minimum on the curve of friction coefficient <italic>vs.</italic> Hersey number. Three different lubrication regimes illustrated on <xref ref-type="fig" rid="F6">Figure 6A</xref> can then be highlighted. In the limit regime, the lubricating film is very thin, <italic>i.e.</italic> its thickness is of the same order of magnitude as the roughness of the two surfaces; in this case the friction behavior depends both on the lubricant and the physico-chemical properties of the surfaces. In the mixed regime, there co-exist some areas where the two surfaces are in direct contact and some areas where they are separated by a lubricating film (<xref ref-type="bibr" rid="B26">Fr&#xea;ne and Za&#xef;di, 2011</xref>). In the hydrodynamic regime, the two surfaces are completely separated by a lubricating film; the roughness of the surfaces is then negligible. In this case, the relationship between the friction coefficient and the Hersey number is increasing linearly (<xref ref-type="bibr" rid="B31">Hersey, 1914</xref>). Stribeck&#x2019;s theory was frequently used for either thermoplastic (<xref ref-type="bibr" rid="B27">Gorczyca et al., 2007</xref>; <xref ref-type="bibr" rid="B65">Ten Thije et al., 2011</xref>; <xref ref-type="bibr" rid="B67">Vanclooster et al., 2010</xref>; <xref ref-type="bibr" rid="B25">Fetfatsidis et al., 2013</xref>; <xref ref-type="bibr" rid="B72">Zhu et al., 2011</xref>; <xref ref-type="bibr" rid="B69">Wang et al., 2013</xref>) or thermoset (<xref ref-type="bibr" rid="B58">Rashidi et al., 2020</xref>) pre-impregnated reinforcements friction characterization for forming modeling. In this case of reinforcements containing a resin in the fluid state, the same type of curve with stabilization of the friction coefficient is obtained as illustrated in <xref ref-type="fig" rid="F6">Figure 6B</xref> (bottom), and a hydrodynamic regime is generally observed. Affine (<xref ref-type="bibr" rid="B52">Najjar et al., 2014</xref>) or power laws (<xref ref-type="bibr" rid="B30">Haanappel et al., 2014</xref>) for example can be used to relate the friction coefficient to the Hersey number; in other cases, the hydrodynamic regime is directly assumed (<xref ref-type="bibr" rid="B4">Bel et al., 2012</xref>). If the normal pressure is high, the resin at the interface may migrate and limit lubrication may occur: a mixed lubrication model is then more suitable (<xref ref-type="bibr" rid="B40">Larberg and Akermo, 2011</xref>; <xref ref-type="bibr" rid="B41">Leutz, 2015</xref>). For reinforcements containing molten thermoplastic, the friction coefficient varies over a wider range, for example values between 0.1 and 1.8 were measured by <xref ref-type="bibr" rid="B61">Sachs et al. (2012)</xref>.</p>
<p>In both cases (presence or not of a resin in a fluid state), during the transient regime prior to stabilization of the tangential force, the latter can reach a maximum value (<xref ref-type="fig" rid="F6">Figure 6B</xref>) which becomes more evident as the velocity increases (<xref ref-type="bibr" rid="B65">Ten Thije et al., 2011</xref>). If <xref ref-type="bibr" rid="B25">Fetfatsidis et al. (2013)</xref> used this maximum force value to deduce a static coefficient of friction, this interpretation is however not unanimous. Indeed, in the case of the work of <xref ref-type="bibr" rid="B65">Ten Thije et al. (2011)</xref>, the tangent force peak did not correspond to the initiation of relative motion but to a displacement value already higher than the one matching the maximum elongation of the sample before rupture. This means that the sample had already started to slide, and this maximum coefficient of friction did not correspond to a static coefficient of friction. Instead, the transition from peak to plateau was interpreted as a rearrangement of the reinforcement.</p>
<p>Finally, a dependence of the friction coefficient upon fiber orientation was observed. Testing a carbon/epoxy UD, <xref ref-type="bibr" rid="B41">Leutz (2015)</xref> for example obtained a friction coefficient varying from 0.88 for orientations of 0&#xb0;/90&#xb0;<xref ref-type="fn" rid="FN3">
<sup>3</sup>
</xref> to 1.37 for 0&#xb0;/0&#xb0;, with an intermediate value for 90&#xb0;/90&#xb0;. <xref ref-type="bibr" rid="B40">Larberg and Akermo (2011)</xref>, who identified a mixed lubrication model, obtained on the same type of material a maximum coefficient of friction for 0&#xb0;/45&#xb0; and 0&#xb0;/30&#xb0;, about 25% higher than that obtained with orientations of 0&#xb0;/90&#xb0;and 0&#xb0;/0&#xb0;.</p>
</sec>
</sec>
</sec>
<sec id="s2-3">
<title>Conclusions on HiTape&#xae; Characterization Strategy</title>
<p>The literature review conducted so far highlights the two deformation mechanisms that primary require characterization in order to feed forming simulations of HiTape&#xae;: bending and inter-ply friction. In particular for inter-ply friction, the presence of the TP veil (which differs from a continuous film) raises the question of which of the mixed or hydrodynamic lubrication regime predominates. Such characterization works need to be conducted under conditions as close as possible from double-membrane vacuum hot forming process, hence at the forming process temperature (which is above the melting temperature of the TP veil) and for external pressures between 0.5 and 1.5&#xa0;bar. In the following, the selected methods for both non-linear bending behavior and interply friction behavior characterizations are introduced.</p>
</sec>
</sec>
<sec sec-type="materials|methods" id="s3">
<title>Materials and Methods</title>
<sec id="s3-1">
<title>Materials</title>
<p>The characterized HiTape&#xae;<xref ref-type="fn" rid="FN4">
<sup>4</sup>
</xref> reinforcement was composed of Hexcel HexTow&#xae; fibers with a thermoplastic veil on each side of the tape. This tape was 12.7&#xa0;mm wide and had an areal weight of 210&#xa0;g/m<sup>2</sup>.</p>
</sec>
<sec id="s3-2">
<title>Out-of-Plane Bending Characterization Method</title>
<p>In order to characterize the non-linear bending behavior of HiTape&#xae; at ply scale and at the forming process temperature (<inline-formula id="inf36">
<mml:math id="mml-math36-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) which is above the melting temperature of the TP veil (<inline-formula id="inf37">
<mml:math id="mml-math37-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>melt</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>), a modified flexometer based on the same principle than previous studies (<xref ref-type="bibr" rid="B17">de Bilbao et al., 2010</xref>; <xref ref-type="bibr" rid="B43">Liang et al., 2014</xref>) was designed. The selected method to identify the non-linear bending response consisted in recording the deformed shape, calculating the bending moment over the sample length, and deriving a bending moment-curvature relationship. Such procedure was extended from previous studies (<xref ref-type="bibr" rid="B13">Clapp et al., 1990</xref>; <xref ref-type="bibr" rid="B18">de Bilbao et al., 2008</xref>; <xref ref-type="bibr" rid="B17">2010</xref>; <xref ref-type="bibr" rid="B43">Liang et al., 2014</xref>) carried out on both pre-impregnated and dry materials.</p>
<sec id="s3-2-1">
<title>Test Setup</title>
<p>The bending test apparatus, represented in <xref ref-type="fig" rid="F7">Figure 7B</xref>, was composed of a frame with a specimen holder developed to limit edge effect due to the clamp. Thermocouples were used for temperature monitoring. This apparatus was placed in a thermoregulated oven equipped with a glass window. A CCD camera was positioned outside the oven and a LabVIEW program<xref ref-type="fn" rid="FN5">
<sup>5</sup>
</xref> recorded in real time both photographs of the sample and temperature of the thermocouples, with a chosen acquisition frequency and duration. A set of masses to be positioned at the free end of the sample was available to increase sample curvature. The grip system to attach the selected mass to the sample tip justified to model it as a point force oriented with gravity.</p>
<fig id="F7" position="float">
<label>FIGURE 7</label>
<caption>
<p>
<bold>(A)</bold> Principle and notations for the bending moment calculation with <xref ref-type="disp-formula" rid="e7">Eq. 7</xref> and <bold>(B)</bold> schematic of the bending test.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g007.tif"/>
</fig>
</sec>
<sec id="s3-2-2">
<title>Test Procedure</title>
<p>The sample (either unit plies or stacks obtained with DFP) was first pre-consolidated under vacuum at <inline-formula id="inf38">
<mml:math id="mml-math38-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> in order to be as close as possible to double-membrane vacuum hot forming process conditions. The sample was then placed in the oven at <inline-formula id="inf39">
<mml:math id="mml-math39-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When it no longer deformed, a photograph of the sample was recorded and post-processed.</p>
</sec>
<sec id="s3-2-3">
<title>Data Post-processing</title>
<p>Using the output photograph of the deformed sample, the cartesian coordinates <inline-formula id="inf40">
<mml:math id="mml-math40-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of the mean-line of the deformed sample in the orthonormal basis <inline-formula id="inf41">
<mml:math id="mml-math41-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>,</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> were obtained by digital image processing. Then, a program ran the following steps (corresponding notations are illustrated in <xref ref-type="fig" rid="F7">Figure 7A</xref>):<list list-type="order">
<list-item>
<label>1.</label>
<p>Derive the relationship <inline-formula id="inf42">
<mml:math id="mml-math42-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>z</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<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> using a Levenberg-Marquardt algorithm (<xref ref-type="bibr" rid="B49">Marquardt, 1963</xref>) to find the optimal couple (<inline-formula id="inf43">
<mml:math id="mml-math43-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf44">
<mml:math id="mml-math44-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) minimizing the distance between the experimental data <inline-formula id="inf45">
<mml:math id="mml-math45-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> and the following function:</p>
</list-item>
</list>
<disp-formula id="e3">
<mml:math>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>z</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<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:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
<mml:mo>&#x2061;</mml:mo>
<mml:mi>ln</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
<mml:mi>x</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
<label>(3)</label>
</disp-formula>
<list list-type="unorder">
<list-item>
<p>which is referred to as deformed shape function thereafter. This particular form illustrated for instance in <xref ref-type="fig" rid="F8">Figure 8A</xref> is justified in <xref ref-type="sec" rid="s4-1-2-1">
<italic>Section 4.1.2.1</italic>
</xref>.</p>
</list-item>
<list-item>
<label>2.</label>
<p>Compute curvature <inline-formula id="inf46">
<mml:math id="mml-math46-fmats.2020.571779">
<mml:mrow>
<mml:mi>&#x3ba;</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> from the established relationship <inline-formula id="inf47">
<mml:math id="mml-math47-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>z</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<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>:</p>
</list-item>
</list>
<disp-formula id="e4">
<mml:math>
<mml:mrow>
<mml:mi>&#x3ba;</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:msup>
<mml:mi>f</mml:mi>
<mml:mo>&#x2033;</mml:mo>
</mml:msup>
<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:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>x</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mn>3</mml:mn>
<mml:mo>/</mml:mo>
<mml:mn>2</mml:mn>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(4)</label>
</disp-formula>
<list list-type="order">
<list-item>
<label>3.</label>
<p>Compute curvilinear abscissa <inline-formula id="inf48">
<mml:math id="mml-math48-fmats.2020.571779">
<mml:mrow>
<mml:mi>s</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 follows:</p>
</list-item>
</list>
<disp-formula id="e5">
<mml:math>
<mml:mrow>
<mml:mi>s</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:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:mi>t</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
<mml:mi>x</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2b;</mml:mo>
<mml:msup>
<mml:mi>f</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>t</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:msqrt>
<mml:mtext>d</mml:mtext>
<mml:mi>t</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(5)</label>
</disp-formula>
<list list-type="order">
<list-item>
<label>4.</label>
<p>Compute bending moment per unit width <inline-formula id="inf49">
<mml:math id="mml-math49-fmats.2020.571779">
<mml:mrow>
<mml:mi mathvariant="script">M</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> for each point <inline-formula id="inf50">
<mml:math id="mml-math50-fmats.2020.571779">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> of the deformed sample. To this end, a first analytical expression could be derived for a sample of width <italic>b</italic> loaded under its own areal weight <inline-formula id="inf51">
<mml:math id="mml-math51-fmats.2020.571779">
<mml:mi mathvariant="script">A</mml:mi>
</mml:math>
</inline-formula> (ply areal weight multiplied by number of plies) under gravity <italic>g</italic> (see also <xref ref-type="fig" rid="F7">Figure 7A</xref>):</p>
</list-item>
</list>
<disp-formula id="e6">
<mml:math>
<mml:mrow>
<mml:mi mathvariant="script">M</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mo>&#x2212;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mi>L</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:munder accentunder="true">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>&#x2227;</mml:mo>
<mml:mi mathvariant="script">A</mml:mi>
<mml:mi>g</mml:mi>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>3</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mtext>d</mml:mtext>
<mml:mi>&#x3be;</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x2248;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mi>L</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="script">A</mml:mi>
<mml:mi>g</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>cos</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>&#x3be;</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:math>
<label>(6)</label>
</disp-formula>
<list list-type="simple">
<list-item>
<p>&#x2009;where <italic>s</italic> is the curvilinear abscissa at point <italic>A</italic> such that <inline-formula id="inf52">
<mml:math id="mml-math52-fmats.2020.571779">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> at clamping <italic>O</italic> and <inline-formula id="inf53">
<mml:math id="mml-math53-fmats.2020.571779">
<mml:mrow>
<mml:mi>s</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>L</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula> at free end <italic>C</italic>, and the curvilinear abscissa &#x3be; and angle &#x3b1; are the coordinates of the current <inline-formula id="inf54">
<mml:math id="mml-math54-fmats.2020.571779">
<mml:mrow>
<mml:mi>B</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> point from <inline-formula id="inf55">
<mml:math id="mml-math55-fmats.2020.571779">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> to <italic>C</italic> in the associated Fr&#xe9;net&#x2019;s basis. The additional mass <italic>m</italic> placed at the free end of the sample also contributed to the bending moment which then reads:</p>
</list-item>
</list>
<disp-formula id="e7">
<mml:math>
<mml:mrow>
<mml:mi mathvariant="script">M</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2248;</mml:mo>
<mml:mstyle displaystyle="true">
<mml:mrow>
<mml:msubsup>
<mml:mo>&#x222b;</mml:mo>
<mml:mrow>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mi>L</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:mi mathvariant="script">A</mml:mi>
<mml:mi>g</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>s</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>cos</mml:mtext>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x3b1;</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3be;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>d</mml:mtext>
<mml:mi>&#x3be;</mml:mi>
</mml:mrow>
</mml:mrow>
</mml:mstyle>
<mml:mo>&#x2b;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:mi>m</mml:mi>
<mml:mi>g</mml:mi>
</mml:mrow>
<mml:mi>b</mml:mi>
</mml:mfrac>
<mml:munder accentunder="true">
<mml:mrow>
<mml:mi>A</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>s</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mi>C</mml:mi>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>&#x22c5;</mml:mo>
<mml:munder accentunder="true">
<mml:mrow>
<mml:msub>
<mml:mi>E</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
<mml:mo stretchy="true">&#xaf;</mml:mo>
</mml:munder>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(7)</label>
</disp-formula>
<list list-type="order">
<list-item>
<label>5.</label>
<p>Derive a relationship between bending moment and curvature <inline-formula id="inf56">
<mml:math id="mml-math56-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>g</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> using a Levenberg-Marquardt algorithm (<xref ref-type="bibr" rid="B49">Marquardt, 1963</xref>) to optimize the triplet (<inline-formula id="inf57">
<mml:math id="mml-math57-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf58">
<mml:math id="mml-math58-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>inf</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf59">
<mml:math id="mml-math59-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) by minimizing the distance between the moment <inline-formula id="inf60">
<mml:math id="mml-math60-fmats.2020.571779">
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
</mml:math>
</inline-formula> computed from expression seven and Voce&#x2019;s model (<xref ref-type="bibr" rid="B68">Voce, 1955</xref>) which reads:</p>
</list-item>
</list>
<disp-formula id="e8">
<mml:math>
<mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="script">M</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mi>g</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>&#x2b;</mml:mo>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>inf</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mn>1</mml:mn>
<mml:mo>&#x2212;</mml:mo>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msup>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>with</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.</mml:mn>
</mml:mrow>
</mml:math>
<label>(8)</label>
</disp-formula>
</p>
<fig id="F8" position="float">
<label>FIGURE 8</label>
<caption>
<p>Comparison between experimental data (dashed lines) and model (solid lines) for a single ply tested at room temperature: <bold>(A)</bold> deformed sample mean line with <inline-formula id="inf61">
<mml:math id="mml-math61-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1.3</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <bold>(B)</bold> normalized bending moment&#x2013;curvature relationship with <inline-formula id="inf62">
<mml:math id="mml-math62-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>3.8</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g008.tif"/>
</fig>
<p>Voce&#x2019;s model (<xref ref-type="bibr" rid="B55">Pannier, 2006</xref>) is illustrated in <xref ref-type="fig" rid="F8">Figure 8B</xref> and its justification is given in <xref ref-type="sec" rid="s4-1-2-1">
<italic>Section 4.1.2.1</italic>
</xref>.</p>
<p>The outputs of the corresponding program were the following: the range of curvatures of the deformed sample, the optimized couple (<inline-formula id="inf63">
<mml:math id="mml-math63-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf64">
<mml:math id="mml-math64-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) in <xref ref-type="disp-formula" rid="e3">Eq. 3</xref> describing the shape of the deformed sample, the optimized triplet (<inline-formula id="inf65">
<mml:math id="mml-math65-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf66">
<mml:math id="mml-math66-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>inf</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf67">
<mml:math id="mml-math67-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) in <xref ref-type="disp-formula" rid="e8">Eq. 8</xref> giving the bending moment vs<italic>.</italic> curvature relationship, and finally, in any point of the deformed sample: the curvilinear abscissa, the curvature and the bending moment.</p>
<p>The two successive regressions&#x2013;firstly on coordinates <inline-formula id="inf68">
<mml:math id="mml-math68-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>x</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi>z</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in step 3.2.3 and secondly on points <inline-formula id="inf69">
<mml:math id="mml-math69-fmats.2020.571779">
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>,</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> in step 3.2.3 &#x2013; induced an uncertainty which could be quantified by the two following errors that describe the mean scatter between experimental data (<inline-formula id="inf70">
<mml:math id="mml-math70-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf71">
<mml:math id="mml-math71-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>) and their homologous from the corresponding model (<inline-formula id="inf72">
<mml:math id="mml-math72-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>z</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf73">
<mml:math id="mml-math73-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula>) at the <italic>i</italic>th point of the deformed sample:<disp-formula id="e9">
<mml:math>
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mtext>%</mml:mtext>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>z</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>x</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi>z</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>;</mml:mo>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mtext>%</mml:mtext>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mrow>
<mml:mfrac>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mover accent="true">
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>&#x5e;</mml:mo>
</mml:mover>
</mml:mrow>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
<mml:mrow>
<mml:mi>N</mml:mi>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mi mathvariant="script">M</mml:mi>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:msub>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x7c;</mml:mo>
<mml:mi mathvariant="script">M</mml:mi>
<mml:mo>&#x7c;</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mrow>
<mml:mi>min</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(9)</label>
</disp-formula>
</p>
<p>For commodity reasons, these errors were normalized by the range of values obtained experimentally. We could then define the two following validity criteria for any tested sample: <inline-formula id="inf74">
<mml:math id="mml-math74-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf75">
<mml:math id="mml-math75-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>5</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. In some cases an angle locally formed on the samples (due to the clamping condition for example); such phenomenon was related to the tendency of the quasi-inextensible fibers to out-of-plane buckle in the inner radius of the curvature, especially for thick stacks. In this case, the samples exhibited an angular mean-line with a poor quality of regression that the validity critera allowed to reject. However it was not always sufficient and a complementary visual check of the quality of the regression was realized. Eventually, the coefficient of variation <inline-formula id="inf76">
<mml:math id="mml-math76-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mtext>%</mml:mtext>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> was of interest to measure the mean scatter of a set of <italic>N</italic> data <inline-formula id="inf77">
<mml:math id="mml-math77-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> around its mean <inline-formula id="inf78">
<mml:math id="mml-math78-fmats.2020.571779">
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:math>
</inline-formula> :<disp-formula id="e10">
<mml:math>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3c3;</mml:mi>
<mml:mtext>%</mml:mtext>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>a</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msqrt>
<mml:mrow>
<mml:mstyle displaystyle="true">
<mml:msubsup>
<mml:mo>&#x2211;</mml:mo>
<mml:mrow>
<mml:mi>i</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>1</mml:mn>
</mml:mrow>
<mml:mi>N</mml:mi>
</mml:msubsup>
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>a</mml:mi>
<mml:mi>i</mml:mi>
</mml:msub>
<mml:mo>&#x2212;</mml:mo>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mrow>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:mstyle>
</mml:mrow>
</mml:msqrt>
</mml:mrow>
<mml:mrow>
<mml:mover accent="true">
<mml:mi>a</mml:mi>
<mml:mo>&#xaf;</mml:mo>
</mml:mover>
</mml:mrow>
</mml:mfrac>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(10)</label>
</disp-formula>
</p>
</sec>
</sec>
<sec id="s3-3">
<title>Inter-ply Friction Characterization</title>
<p>Based on previous studies (<xref ref-type="bibr" rid="B27">Gorczyca et al., 2007</xref>; <xref ref-type="bibr" rid="B67">Vanclooster et al., 2010</xref>; <xref ref-type="bibr" rid="B65">Ten Thije et al., 2011</xref>; <xref ref-type="bibr" rid="B72">Zhu et al., 2011</xref>; <xref ref-type="bibr" rid="B25">Fetfatsidis et al., 2013</xref>; <xref ref-type="bibr" rid="B69">Wang et al., 2013</xref>), the pull-through test principle was selected to characterize HiTape&#xae; inter-ply lubricated friction at ply scale. Let us recall the principle of this test illustrated on <xref ref-type="fig" rid="F5">Figure 5A</xref>: a central sample is placed in-between two fixed lateral samples and a controled normal pressure is applied across the thickness of the reinforcements, the central sample is then pulled through the setup. The tensile traction force <inline-formula id="inf79">
<mml:math id="mml-math79-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> is recorded as a function of the central sample displacement. This test principle is selected because it enables to apply a normal pressure that is both homogeneous on the surface and constant during the test.</p>
<p>The test setup was designed such that conditions representative of double-membrane vacuum hot forming were covered. As forming pressure is about 1&#xa0;bar&#x2013;but may vary locally &#x2013;, normal stresses in the range 0.5&#x2013;1.5&#xa0;bar were considered. The relative speed between two adjacent plies was tricky to estimate; in the case of vacuum forming, which is a slow forming process, a relative speed of the order of magnitude of a few millimeters in some seconds was considered, i.e., 1&#x2013;10&#xa0;mm&#xa0;min<sup>&#x2212;1</sup>. Finally, the forming process temperature <inline-formula id="inf80">
<mml:math id="mml-math80-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> such that <inline-formula id="inf81">
<mml:math id="mml-math81-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>melt</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was prescribed. In this study, temperature was kept constant as it is considered that the stack is heated up to <inline-formula id="inf82">
<mml:math id="mml-math82-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> before starting forming; in future works the influence of a variation of temperature around <inline-formula id="inf83">
<mml:math id="mml-math83-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> may be studied.</p>
<sec id="s3-3-1">
<title>Test Setup</title>
<p>A fixture was designed both to hold the lateral specimens in place and to apply the desired normal pressure and temperature conditions. <xref ref-type="fig" rid="F5">Figure 5B</xref> provides a schematic of the final bench. The closing pressure was prescribed by an actuator. The lateral samples were placed in contact with heating pads and were fixed by means of a specific system. This apparatus was designed to be mounted on a standard traction machine, and the central sample attachement was fixed to the crosshead of the machine. The test was controled using the traction machine software, and an acquisition station enabled the force, displacement, and time data of the traction machine to be recorded in real time, as well as the temperature of the heating pads.</p>
<p>Temperature homogeneity inside the samples was checked by placing thermocouples in the central sample just upstream of the test area and carrying out the test: it was then verified that when the thermocouple came into the test area, <italic>i.e.</italic> in contact with the heating pads, the setpoint temperature <inline-formula id="inf84">
<mml:math id="mml-math84-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was reached almost immediately. Indeed, the isothermal temperature regime was quasi-instantaneously reached since carbon is a good heat conductor, but also because the pressure applied compacted the sample hence increased fiber-to-fiber contacts, the reinforcement was thin, and the low speed resulted in little contact changes over time.</p>
</sec>
<sec id="s3-3-2">
<title>Test Procedure</title>
<p>The test procedure consisted first in fixing both lateral specimens to the heating pads and clamping the central specimen in the upper attachement of the traction machine crosshead. The actuator was then activated to apply the closing pressure, and the temperature of the pads increased up to the setpoint temperature <inline-formula id="inf85">
<mml:math id="mml-math85-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. When <inline-formula id="inf86">
<mml:math id="mml-math86-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was reached homogeneously both on the pads and in the central sample, the test started. It began with a preload of 10&#xa0;N&#xa0;at a crosshead displacement rate of 10&#xa0;mm&#xa0;min<sup>&#x2212;1</sup>, after which the crosshead kept pulling the central specimen at the preselected displacement rate. The input parameters of the test were: the displacement rate of the crosshead representing the relative speed between tow adjacent plies, and the normal stress applied. The outputs were: displacement, tensile force, normal force, and temperature as a function of time.</p>
</sec>
<sec id="s3-3-3">
<title>Data Post-processing</title>
<p>The friction coefficient CoF and modified Hersey number <inline-formula id="inf87">
<mml:math id="mml-math87-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mtext>&#x2a;</mml:mtext>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> were calculated as follows:<disp-formula id="e11">
<mml:math>
<mml:mrow>
<mml:mtext>CoF</mml:mtext>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mtext>T</mml:mtext>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:mn>2</mml:mn>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mo>;</mml:mo>
<mml:mtext>&#x2009;</mml:mtext>
<mml:mtext>&#x2009;</mml:mtext>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mtext>&#x2a;</mml:mtext>
</mml:msup>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>H</mml:mi>
<mml:mi>&#x3b7;</mml:mi>
</mml:mfrac>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mi>&#x3bd;</mml:mi>
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:mfrac>
</mml:mrow>
</mml:math>
<label>(11)</label>
</disp-formula>where <inline-formula id="inf88">
<mml:math id="mml-math88-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf89">
<mml:math id="mml-math89-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are, respectively, the tangential force and the normal force, &#x3b7; is the TP veil viscosity and &#x3bd; the sliding velocity. Let us notice that the factor 2 in the expression of the friction coefficient appears (compared to <xref ref-type="disp-formula" rid="e1">Eq. 1</xref>) since it was assumed that the problem is perfectly symmetrical and consequently the contact area is twice the tested surface. We decided to consider <inline-formula id="inf90">
<mml:math id="mml-math90-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mtext>&#x2a;</mml:mtext>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula>, i.e., the Hersey number without the influence of viscosity, since in this study isothermal conditions were fulfilled and hence viscosity was assumed to be constant in the considered normal pressure range.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s4">
<title>Results and Discussion</title>
<sec id="s4-1">
<title>Out-of-Plane Bending</title>
<p>The out-of-plane bending characterization was achieved in three steps: first some tests on single plies were performed in order to validate the proposed methodology, then single plies were characterized, and finally the method was extended to UD stacks to get closer to industrial needs. For confidentiality reasons, all the moment values presented are normalized.</p>
<sec id="s4-1-1">
<title>Results</title>
<sec id="s4-1-1-1">
<title>Preliminary Tests on Single Plies at Room Temperature</title>
<p>Preliminary tests were first conducted in order to validate the proposed methodology; these tests were carried out at room temperature to validate the approach in lighter conditions. In order to assess the test repeatability, 10 samples were first tested at room temperature with the same lumped mass <inline-formula id="inf91">
<mml:math id="mml-math91-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and same operator. The deformed shapes are plotted in <xref ref-type="fig" rid="F9">Figure 9A</xref> (orange solid lines) and Voce&#x2019;s models corresponding to moment-curvature relationships are plotted in <xref ref-type="fig" rid="F9">Figure 9B</xref> (orange solid lines). The scattering in deformed shape led to 8% relative standard deviation on maximum bending moments, computed using <xref ref-type="disp-formula" rid="e7">Eq. 7</xref> at clamping for each sample. Note that these values are not visible on <xref ref-type="fig" rid="F9">Figure 9B</xref> and correspond to different curvature values depending on the sample. This scatter was mainly due to variability on the positioning of the lumped mass at the tip of the sample. However, although rather low at room temperature, it was verified that this scatter was even reduced in temperature conditions.</p>
<fig id="F9" position="float">
<label>FIGURE 9</label>
<caption>
<p>Results of bending tests on single plies at room temperature using three different lumped masses <inline-formula id="inf92">
<mml:math id="mml-math92-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf93">
<mml:math id="mml-math93-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>6</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf94">
<mml:math id="mml-math94-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> such that <inline-formula id="inf95">
<mml:math id="mml-math95-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>6</mml:mn>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>: <bold>(A)</bold> experimental data of the deformed sample mean line and <bold>(B)</bold> normalized bending moment&#x2013;curvature relationship using Voce&#x2019;s model. Each curve corresponds to one single test.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g009.tif"/>
</fig>
<p>This test was repeated with two other lumped masses <inline-formula id="inf96">
<mml:math id="mml-math96-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf97">
<mml:math id="mml-math97-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>6</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> such that <inline-formula id="inf98">
<mml:math id="mml-math98-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>6</mml:mn>
</mml:msub>
<mml:mo>&#x3e;</mml:mo>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> with a difference of 50% between <inline-formula id="inf99">
<mml:math id="mml-math99-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>4</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf100">
<mml:math id="mml-math100-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, in order to modify the maximum loading (for confidentiality reasons, values of lumped masses are not given). The deformed shapes obtained for the three samples of the test are plotted in <xref ref-type="fig" rid="F9">Figure 9A</xref> (purple and green dashed lines); as the mass increases, the maximum curvature of the sample (<italic>i.e.</italic> close to clamping) increased. Voce&#x2019;s models corresponding to moment-curvature relationships are plotted in <xref ref-type="fig" rid="F9">Figure 9B</xref> (purple and green dashed lines); one can observe that the moment-curvature relationships obtained are within the envelope defined by the results with <inline-formula id="inf101">
<mml:math id="mml-math101-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>m</mml:mi>
<mml:mn>7</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Therefore, for different loads, different ranges of curvatures could be described but the characterized bending response remained the same. It was thus the intrinsic response of the material that was characterized by this test. In a previous work, <xref ref-type="bibr" rid="B17">de Bilbao et al. (2010)</xref> illustrated the same test characteristic by changing the length of the sample.</p>
</sec>
<sec id="s4-1-1-2">
<title>Results for Single Plies at <inline-formula id="inf102">
<mml:math id="mml-math102-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>proc</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</title>
<p>In order to identify the out-of-plane bending behavior of single plies under forming conditions, tests were conducted at <inline-formula id="inf103">
<mml:math id="mml-math103-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for four samples. <xref ref-type="fig" rid="F10">Figure 10A</xref> presents the experimental deformed shapes of the four samples along with the corresponding optimized model obtained in step 3.2.3 with <xref ref-type="disp-formula" rid="e3">Eq. 3</xref>. The error <inline-formula id="inf104">
<mml:math id="mml-math104-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> was lower than 2.5% for all four samples which justified the choice of the deformed shape function (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>) to describe the non-linear deformed shape of the samples at <inline-formula id="inf105">
<mml:math id="mml-math105-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (<xref ref-type="fig" rid="F10">Figure 10A</xref>).</p>
<fig id="F10" position="float">
<label>FIGURE 10</label>
<caption>
<p>Results of bending tests on single plies at <inline-formula id="inf106">
<mml:math id="mml-math106-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> (experimental data in dashed line, optimized model in solid line): <bold>(A)</bold> deformed sample mean line with <inline-formula id="inf107">
<mml:math id="mml-math107-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>2.5</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>, and <bold>(B)</bold> normalized bending moment&#x2013;curvature relationship using Voce&#x2019;s model with <inline-formula id="inf108">
<mml:math id="mml-math108-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula>. Curves 01 to 04 correspond to single tests; curve moy is the average model.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g010.tif"/>
</fig>
<p>In <xref ref-type="fig" rid="F10">Figure 10B</xref>, curvatures and normalized bending moments computed using <xref ref-type="disp-formula" rid="e4">Eqs 4</xref> and <xref ref-type="disp-formula" rid="e7">7</xref>, respectively, are plotted for the four samples, as well as the corresponding optimized Voce&#x2019;s models (<xref ref-type="disp-formula" rid="e8">Eq. 8</xref>). The average model is also plotted, its parameters <inline-formula id="inf109">
<mml:math id="mml-math109-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, <inline-formula id="inf110">
<mml:math id="mml-math110-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>inf</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> et <inline-formula id="inf111">
<mml:math id="mml-math111-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> were taken as the average of the parameters of the four samples. This <xref ref-type="fig" rid="F10">Figure 10B</xref> illustrates that the selected Voce&#x2019;s model described in a satisfactory manner the moment-curvature relationship at <inline-formula id="inf112">
<mml:math id="mml-math112-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, with an error <inline-formula id="inf113">
<mml:math id="mml-math113-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> lower than 3% for every sample.</p>
</sec>
<sec id="s4-1-1-3">
<title>Results on Stacks at <inline-formula id="inf114">
<mml:math id="mml-math114-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mi>proc</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>
</title>
<p>The bending test was extended to UD stacks of two, four, six and eight plies, with at least three samples for each. Tests on six- and 8-ply stacks could not be processed since the validity criteria were not satisfied. <xref ref-type="fig" rid="F11">Figure 11A</xref> presents the averaged bending moment <italic>vs.</italic> curvature for various numbers of plies including a single ply, obtained by averaging Voce&#x2019;s model triplets of parameters. One can notice, again, that the Voce&#x2019;s model enabled to describe properly the moment-curvature evolution for either single plies, two- or 4-ply stacks.</p>
<fig id="F11" position="float">
<label>FIGURE 11</label>
<caption>
<p>Normalized bending response at <inline-formula id="inf115">
<mml:math id="mml-math115-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for a single ply (1p) and for 2- (2p) and 4-ply (4p) UD stacks, and theoretical response for a ply of double thickness (2p Kirch). Each experimental (exp) curve corresponds to one single test; solid lines (moy) show corresponding average optimized models.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g011.tif"/>
</fig>
</sec>
</sec>
<sec id="s4-1-2">
<title>Discussion</title>
<sec id="s4-1-2-1">
<title>Comments on the Choice of the Models</title>
<p>Let us first observe in <xref ref-type="fig" rid="F8">Figure 8</xref> the deformed shape and the moment-curvature relationship obtained for one sample tested at room temperature, meeting the validity criterion. The results presented in this figure exhibit a very low error between the deformed function and the mean-line obtained using image processing. This was also demonstrated with further results plotted in <xref ref-type="fig" rid="F10">Figure 10A</xref> where <inline-formula id="inf116">
<mml:math id="mml-math116-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi>z</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>2.5</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> for the four samples. This justified the choice of the deformed function selected (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>). Indeed, such function exhibited the following characteristics: the origin of the graph was positioned at the clamping (<inline-formula id="inf117">
<mml:math id="mml-math117-fmats.2020.571779">
<mml:mrow>
<mml:mi>z</mml:mi>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), the slope vanished at this same point (<inline-formula id="inf118">
<mml:math id="mml-math118-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mi>z</mml:mi>
<mml:mo>&#x2032;</mml:mo>
</mml:msup>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mn>0</mml:mn>
<mml:mo>)</mml:mo>
</mml:mrow>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>), and the function tended to a linear behavior at the free end of the sample&#x2013;three features observed on experimental data.</p>
<p>Besides, <xref ref-type="fig" rid="F8">Figure 8B</xref> shows that the selected Voce&#x2019;s model (<xref ref-type="disp-formula" rid="e8">Eq. 8</xref>) satisfactorily described the moment-curvature relationship obtained experimentally, with little error. Again, this tendency was more general as illustrated in <xref ref-type="fig" rid="F10">Figure 10B</xref> with a very low error on the moment (<inline-formula id="inf119">
<mml:math id="mml-math119-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
<mml:mo>&#x3c;</mml:mo>
<mml:mn>3</mml:mn>
<mml:mo>%</mml:mo>
</mml:mrow>
</mml:math>
</inline-formula> for every sample). Voce&#x2019;s model provided a good description of the observed behavior by the mean of a single class function <inline-formula id="inf120">
<mml:math id="mml-math120-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mi mathvariant="script">C</mml:mi>
<mml:mn>2</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> which is non-linear for small curvatures and quasi-linear beyond a certain curvature threshold <inline-formula id="inf121">
<mml:math id="mml-math121-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. In <xref ref-type="disp-formula" rid="e8">Eq. 8</xref>, <inline-formula id="inf122">
<mml:math id="mml-math122-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> corresponds to the slope of the quasi-linear part for curvature higher than this threshold <inline-formula id="inf123">
<mml:math id="mml-math123-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and is referred to as asymptotic tangent bending stiffness (per unit of width) thereafter; it is the minimum value of the bending stiffness. Furthermore, <inline-formula id="inf124">
<mml:math id="mml-math124-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x2b;</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>inf</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:math>
</inline-formula> corresponds to the initial slope (<italic>i.e.</italic> for curvatures close to 0) and is referred to as initial tangent bending stiffness (per unit of width); it is the maximum value of the bending stiffness.</p>
<p>Overall, the proposed models yielded a good fit of the experimental data. In <xref ref-type="fig" rid="F8">Figures 8B</xref>,<xref ref-type="fig" rid="F10">10B</xref>, it can be observed that the major differences between the raw results and the Voce&#x2019;s model (<xref ref-type="bibr" rid="B68">Voce, 1955</xref>) are located either at the foot of the curve (low moments and low curvatures) corresponding to the free end of the sample where the moment vanishes, or at the end of the curve (high moment and high curvatures) corresponding to the clamp where the moment is maximum. Firstly, with regard to the foot of the curve, it should be noted that while the computed bending moment <italic>exactly</italic> equals zero at the free end of the sample, the curvature tends toward zero but only <italic>approximately</italic> because of the deformed shape function used (<xref ref-type="disp-formula" rid="e3">Eq. 3</xref>). This is not physical as it would describe a deformation in a stress-free state. Therefore we chose to impose <inline-formula id="inf125">
<mml:math id="mml-math125-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> in Voce&#x2019;s model; this was not the case in other works (<xref ref-type="bibr" rid="B17">de Bilbao et al., 2010</xref>; <xref ref-type="bibr" rid="B43">Liang et al., 2014</xref>). Secondly, the large curvatures-large moments extremity of the experimental response seems to reveal a sort of vertical tangent which would correspond to a capping of the curvature. This was actually due to the clamping which prescribed a zero slope to the sample, whereas Voce&#x2019;s model intrinsically does not account for this effect on the curvature. However, this effect was concentrated and did not affect the overall response identified; at the most it could increase artificially the error <inline-formula id="inf126">
<mml:math id="mml-math126-fmats.2020.571779">
<mml:mrow>
<mml:msubsup>
<mml:mrow>
<mml:mtext>err</mml:mtext>
</mml:mrow>
<mml:mo>%</mml:mo>
<mml:mrow>
<mml:mrow>
<mml:mo>(</mml:mo>
<mml:mi mathvariant="normal">&#x2133;</mml:mi>
<mml:mo>)</mml:mo>
</mml:mrow>
</mml:mrow>
</mml:msubsup>
</mml:mrow>
</mml:math>
</inline-formula> calculated (<xref ref-type="disp-formula" rid="e9">Eq. 9</xref>).</p>
<p>Using intermediate models to build the moment-curvature relationship required to estimate the error introduced by the two successive regressions. The uncertainty on bending stiffness <italic>B</italic> due to the uncertainty on curvature &#x3ba; is given by:<disp-formula id="e12">
<mml:math>
<mml:mrow>
<mml:mi>&#x394;</mml:mi>
<mml:mi>B</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mfrac>
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mrow>
<mml:mi>inf</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
<mml:mrow>
<mml:msubsup>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
<mml:mn>2</mml:mn>
</mml:msubsup>
</mml:mrow>
</mml:mfrac>
<mml:msup>
<mml:mi>e</mml:mi>
<mml:mrow>
<mml:mrow>
<mml:mrow>
<mml:mo>&#x2212;</mml:mo>
<mml:mi>&#x3ba;</mml:mi>
</mml:mrow>
<mml:mo>/</mml:mo>
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:mrow>
</mml:mrow>
</mml:msup>
<mml:mi>&#x394;</mml:mi>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>.</mml:mo>
</mml:mrow>
</mml:math>
<label>(12)</label>
</disp-formula>
</p>
<p>This shows that the initial tangent stiffness (<italic>i.e.</italic> for <inline-formula id="inf127">
<mml:math id="mml-math127-fmats.2020.571779">
<mml:mrow>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>) is influenced by <inline-formula id="inf128">
<mml:math id="mml-math128-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>1</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf129">
<mml:math id="mml-math129-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>k</mml:mi>
<mml:mn>2</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> through the curvature fitting. Conversely, the asymptotic tangent stiffness (for larger curvatures) is not affected, since <inline-formula id="inf130">
<mml:math id="mml-math130-fmats.2020.571779">
<mml:mrow>
<mml:mtext>&#x394;</mml:mtext>
<mml:mi>B</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mn>0</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula> when <inline-formula id="inf131">
<mml:math id="mml-math131-fmats.2020.571779">
<mml:mrow>
<mml:mi>&#x3ba;</mml:mi>
<mml:mo>&#x2192;</mml:mo>
<mml:mo>&#x2b;</mml:mo>
<mml:mi>&#x221e;</mml:mi>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
</sec>
<sec id="s4-1-2-2">
<title>Comments on the Curvature Range Covered</title>
<p>In these tests, the curvatures described by the deformed functions were between 0.0576 and 0.0010&#xa0;mm<sup>&#x2212;1</sup>, which correspond to curvature radii from 17 to 1,000&#xa0;mm approximately. Our aim was to describe curvatures representative of industrial geometries, for which curvature radii can reach 5&#xa0;mm (corresponding to a curvature of 0.2&#xa0;mm<sup>&#x2212;1</sup>). Such high curvature could not be reached experimentally with this method without the occurrence of&#xf9;textitbreaks in the deformed shape, as explained earlier. However, since Voce&#x2019;s model is linear beyond the threshold curvature which is much lower than 0.2&#xa0;mm<sup>&#x2212;1</sup> (<inline-formula id="inf132">
<mml:math id="mml-math132-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>&#x3ba;</mml:mi>
<mml:mrow>
<mml:mi>lim</mml:mi>
</mml:mrow>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:mn>0.0088</mml:mn>
</mml:mrow>
</mml:math>
</inline-formula>&#xa0;mm<sup>&#x2212;1</sup> here), the moment-curvature relationship could then be extrapolated to larger curvatures. Hence, the model obtained here can be extended to curvature range of industrial geometries.</p>
</sec>
<sec id="s4-1-2-3">
<title>Comments on the Identified Responses</title>
<p>First, a comparison between <xref ref-type="fig" rid="F9">Figures 9B</xref>,<xref ref-type="fig" rid="F10">10B</xref> highlights that with increasing temperature the bending moment is reduced for a given range of curvature. The softening effect of temperature is observed with a stiffnesses ratio between the two temperatures of the order of <inline-formula id="inf133">
<mml:math id="mml-math133-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mn>0</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> for the asymptotic bending stiffness and <inline-formula id="inf134">
<mml:math id="mml-math134-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mrow>
<mml:mn>10</mml:mn>
</mml:mrow>
<mml:mn>1</mml:mn>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> for the initial bending stiffness.</p>
<p>The results obtained at <inline-formula id="inf135">
<mml:math id="mml-math135-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> with the proposed procedure were cross-checked with preliminary tests using a fixed angle flexometer (<xref ref-type="bibr" rid="B56">Peirce, 1930</xref>) as introduced earlier. It was verified that the bending stiffness value given by Peirce model (<xref ref-type="bibr" rid="B56">Peirce, 1930</xref>) was within the range of bending stiffnesses (<italic>i.e.</italic> bounded by the asymptotic and initial tangent stiffnesses) obtained by the proposed method. More precisely, it was observed that Peirce stiffness is closer to the initial tangent bending stiffness, which is consistent since the fixed angle flexometer generates only small curvatures as the sample only bends under its own weight.</p>
<p>One limitation of this bending test was the thickness of the specimens, as it limited the number of plies of the tested stacks. Indeed, a too large thickness (or number of plies) led to the local buckling phenomenon explained earlier: an opening (fish-eye) induced by the through-thickness decohesion of the sample appeared. This phenomenon was due both to the inextensibility of individual fibers and to local singularities. In that case, the hypothesis of continuity of the material, and consequently the interpretation of the results according to the above method, were no longer valid. It was therefore decided to minimize these effects, which consisted in reducing the sample curvature by decreasing the additional mass. However, lower curvatures were obtained and therefore the quasi-linear response could not be appropriately described as the value of the regression parameter <inline-formula id="inf136">
<mml:math id="mml-math136-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>R</mml:mi>
<mml:mn>0</mml:mn>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and consequently the asymptotic tangent bending stiffness could be overestimated. The choice of the mass was thus a compromise between maintaining the cohesion of the sample, and testing over a wide range of curvatures.</p>
<p>With this method we characterized the bending responses of single plies as well as two- and 4-ply stacks at <inline-formula id="inf137">
<mml:math id="mml-math137-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>, and an average model was derived for each configuration; they are recalled in <xref ref-type="fig" rid="F11">Figure 11</xref>. This figure clearly illustrates the need for identification of plies and stacks bending response for two reasons. Firstly, predicting individual ply non-linear response is a real challenge since a simple calculation of the theoretical linear bending stiffness of a continuous (Kirchhoff) beam with longitudinal stiffness and dimensions corresponding to a HiTape&#xae; ply shows two orders of magnitude difference with the identified experimental response. Secondly, a supplementary curve may be observed on this figure: it corresponds to the theoretical bending response of a homogeneous continuous medium according to Kirchhoff theory, with the same experimental behavior than one single ply at <inline-formula id="inf138">
<mml:math id="mml-math138-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>T</mml:mi>
<mml:mrow>
<mml:mtext>proc</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> but of double-thickness. As it can be verified, this latter theoretical behavior of a double-thickness single ply appears to be four times stiffer than the experimental behavior identified for a 2-ply stack.</p>
<p>Theses differences can certainly be partly attributed to the invalidity of the continuous medium theory in this context, as there may have been some fibrous rearrangements during testing, but we also assume that they are accentuated by the presence of the thermoplastic veil at the inter-ply. Indeed, during the bending of a stack, the fiber inextensibility induces transverse shear which can only concentrate in the soft TP veil, otherwise out-of-plane buckling of plies in the inner curvature would occur (<xref ref-type="bibr" rid="B20">Drapier et al., 1996</xref>, <xref ref-type="bibr" rid="B21">2001</xref>). In other words, this means that the overall forming capability of the stack originates from inter-ply sliding. In conclusion, either for single plies or stacks, the continuous media (Cauchy) theory can clearly not describe the response of single HiTape&#xae; plies, and the major role of the TP veil is demonstrated in the bending of a stack.</p>
</sec>
</sec>
</sec>
<sec id="s4-2">
<title>Inter-Ply Sliding</title>
<sec id="s4-2-1">
<title>Results</title>
<p>Let us recall the pressure and speed ranges representative of hot vacuum forming conditions that we introduced in <xref ref-type="sec" rid="s3-3">
<italic>Section 3.3</italic>
</xref>: pressures around 1&#xa0;bar and relative speeds of two adjacent plies of the order of magnitude of a few millimeters in some seconds, <italic>i.e.</italic> 1&#x2013;10&#xa0;mm&#xa0;min<sup>&#x2212;1</sup>. In order to assess the relative influence of velocity and normal pressure in thoses ranges, five configurations were tested with four to five samples each. Keeping speed at 2.0&#xa0;mm&#xa0;min<sup>&#x2212;1</sup>, tests were carried out at 1.35, 1.00 and 0.50&#xa0;bar, respectively. Tests at bounding pressures of 1.35 and 0.50&#xa0;bar were also performed at 0.5&#xa0;mm min<sup>&#x2212;1</sup>. As this work was the first inter-ply sliding characterization of HiTape&#xae;, we decided to focus on 0&#xb0;/0&#xb0; sliding, <italic>i.e.</italic> both lateral and central specimen were aligned with loading direction.</p>
<p>The resulting tangent force <italic>vs.</italic> displacement curves (not presented for confidentiality reasons) exhibited the same shape than wet friction results of friction coefficient <italic>vs.</italic> displacement from literature, for example from <xref ref-type="bibr" rid="B61">Sachs et al. (2012)</xref> (<xref ref-type="fig" rid="F6">Figure 6B</xref> bottom). Such comparison makes sense as friction coefficient is related to tangent force only by normal force which is kept constant during the test. After tensionning of the sample, displacement initiated (at a tangent force value <inline-formula id="inf139">
<mml:math id="mml-math139-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>). Then, as the prescribed displacement increased, the tangent force also increased to a maximum value <inline-formula id="inf140">
<mml:math id="mml-math140-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and then decreased. <inline-formula id="inf141">
<mml:math id="mml-math141-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was used to compute the static friction coefficient Co<inline-formula id="inf142">
<mml:math id="mml-math142-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> using <xref ref-type="disp-formula" rid="e11">Eq. 11</xref> with <inline-formula id="inf143">
<mml:math id="mml-math143-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Similarly <inline-formula id="inf144">
<mml:math id="mml-math144-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was also used to compute a so-called maximum friction coefficient Co<inline-formula id="inf145">
<mml:math id="mml-math145-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> using <xref ref-type="disp-formula" rid="e11">Eq. 11</xref> with <inline-formula id="inf146">
<mml:math id="mml-math146-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>T</mml:mi>
</mml:msub>
<mml:mo>&#x3d;</mml:mo>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>. Let us highlight that as the normal force <inline-formula id="inf147">
<mml:math id="mml-math147-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mi>N</mml:mi>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> was kept constant during the test, the friction coefficient <italic>vs.</italic> displacement curve also exhibited the same shape than <xref ref-type="fig" rid="F6">Figure 6B</xref> (bottom).</p>
<p>The results of static and maximum coefficients of friction are presented with their standard deviations as a function of pressure in <xref ref-type="fig" rid="F12">Figure 12</xref> and as a function of the relative speed in <xref ref-type="fig" rid="F13">Figure 13</xref>. A strong influence of pressure and velocity was observed in the ranges of pressure and velocity studied. Note that the standard deviations on every configuration were small (less than 10%) compared to the differences observed from one configuration to another.</p>
<fig id="F12" position="float">
<label>FIGURE 12</label>
<caption>
<p>Results of inter-ply sliding test: maximum and static friction coefficients vs. pressure.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g012.tif"/>
</fig>
<fig id="F13" position="float">
<label>FIGURE 13</label>
<caption>
<p>Results of inter-ply sliding test: maximum and static friction coefficients vs. adjacent plies relative speed.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g013.tif"/>
</fig>
</sec>
<sec id="s4-2-2">
<title>Discussion</title>
<p>The shape of the tangent force-displacement response obtained was consistent with literature results presented for composites pre-impregnated with a TP resin tested in a molten state, as illustrated in <xref ref-type="fig" rid="F6">Figure 6B</xref> taken from <xref ref-type="bibr" rid="B61">Sachs et al. (2012)</xref>. However, unlike in <xref ref-type="bibr" rid="B65">Ten Thije et al. (2011)</xref> and <xref ref-type="bibr" rid="B25">Fetfatsidis et al. (2013)</xref>, the tangent force measured in our experiment did not clearly stabilize. Consequently, we could not extract from the presented tests a dynamic fiction coefficient. This phenomenon is attributed to a fibrous rearrangement during the test and to possible penetration of the veil inside the UD fiber bed.</p>
<p>When forming a stack, the expected relative displacement between two adjacent plies is of the range of a few millimeters. Moreover, purely geometrical considerations show that forming two 0.2&#xa0;mm thick inextensible layers on a quadrant implies a relative displacement between of 0.3&#xa0;mm the two layers. This highlights that only the very first millimeters of sliding of the test are of interest for us. Using bounding values of <inline-formula id="inf148">
<mml:math id="mml-math148-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf149">
<mml:math id="mml-math149-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> for the tangent force is therefore justified, and we can state that friction coefficient during forming is bounded by Co<inline-formula id="inf150">
<mml:math id="mml-math150-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and Co<inline-formula id="inf151">
<mml:math id="mml-math151-fmats.2020.571779">
<mml:mrow>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula>.</p>
<p>In order to conclude on the type of lubricated regime that characterizes the inter-ply response during hot forming, both coefficients of friction obtained <inline-formula id="inf152">
<mml:math id="mml-math152-fmats.2020.571779">
<mml:mrow>
<mml:mtext>Co</mml:mtext>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mtext>stat</mml:mtext>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> and <inline-formula id="inf153">
<mml:math id="mml-math153-fmats.2020.571779">
<mml:mrow>
<mml:mtext>Co</mml:mtext>
<mml:msub>
<mml:mi>F</mml:mi>
<mml:mrow>
<mml:mi>max</mml:mi>
</mml:mrow>
</mml:msub>
</mml:mrow>
</mml:math>
</inline-formula> are plotted as functions of the modified Hersey number (<xref ref-type="disp-formula" rid="e11">Eq. 11</xref>) in <xref ref-type="fig" rid="F14">Figure 14</xref>. In both cases, an increasing linear relationship between the friction coefficients and the modified Hersey number <inline-formula id="inf154">
<mml:math id="mml-math154-fmats.2020.571779">
<mml:mrow>
<mml:msup>
<mml:mi>H</mml:mi>
<mml:mtext>&#x2a;</mml:mtext>
</mml:msup>
</mml:mrow>
</mml:math>
</inline-formula> may be observed. Recalling the Stribeck curve (<xref ref-type="fig" rid="F6">Figure 6</xref>), we can therefore conclude that a hydrodynamic lubricated regime prevailed, which corresponds to the presence of a lubricating film of thickness larger than the roughness of the reinforcement. In terms of industrial forming, this means that inter-ply mobility is promoted at low Hersey numbers, <italic>i.e.</italic> at high forming pressures and low velocities, and may not depend of the relative orientations of the plies.</p>
<fig id="F14" position="float">
<label>FIGURE 14</label>
<caption>
<p>Stribeck curve for HiTape&#xae; over the pressure and speed ranges representative of double-membrane hot vacuum forming conditions.</p>
</caption>
<graphic xlink:href="fmats-07-571779-g014.tif"/>
</fig>
</sec>
</sec>
</sec>
<sec sec-type="conclusion" id="s5">
<title>Conclusion</title>
<p>In this work, the deformation mechanisms of HiTape&#xae; reinforcements were inventoried: intra-ply mechanisms control the response of a single ply, and inter-ply mechanisms (especially inter-ply sliding) are involved when considering the forming of stacks. More precisely, HiTape&#xae; mainly deforms in bending (and forms wrinkles) which is controled by the fiber response as well as the presence of the TP veil that acts between plies as a lubricating layer providing shear compliance especially at the forming process temperature (which is above the veil melting temperature). This study was therefore dedicated to the characterization of two deformation modes encountered by HiTape&#xae; reinforcements during double-membrane hot vacuum forming process and for which the behavior was unknown, namely out-of-plane bending and inter-ply friction. Dedicated apparatuses were designed on purpose, in order to meet the requirements of handling, heating, and finely controling the characterization of non-linear bending response and inter-ply sliding in conditions representative of the industrial double-membrane hot vacuum forming processes.</p>
<p>For bending, a modified Peirce&#x2019;s flexometer was designed and validated. It enabled to assess the complete isothermal moment-curvature non-linear relationship in a single test, taking advantage of the curvature range covered by the deformation of single plies and stacks under a terminal loading that could be adjusted to reach the curvatures in scope. The bending responses identified correspond to fibrous media bending for which the internal mobility of the fibers leads to a range of stiffnesses much lower that what can be expected in continuous Cauchy&#x2019;s media with the same elongational modulus. Also, the bending stiffnesses identified for stacks clearly showed that the thermoplastic veil between plies has a strong influence and controls to a high extent the stack bending overall response.</p>
<p>Such results justified the development of a second apparatus designed for the characterization of inter-ply friction: a pull-through test with controled temperature and pressure. A hydrodynamic lubricated friction regime was observed through a linearly increasing relationship between the friction coefficients&#x2013;both static and maximum&#x2013;and the modified Hersey number (divided by the assumed constant viscosity of the thermoplastic veil). From an industrial point of view, this result showed that in order to limit the occurrence of wrinkle-type defects during forming, inter-ply sliding should be promoted with forming conditions inducing high pressure and low velocity. This guideline should be verified in further work with dedicated forming experiments.</p>
</sec>
<sec id="s6">
<title>Data Availability Statement</title>
<p>The datasets presented in this article are not readily available because they are confidential. Requests to access the datasets should be directed to <email>laure.bouquerel@hexcel.com</email>.</p>
</sec>
<sec id="s7">
<title>Author Contributions</title>
<p>LB: main co-author, the material presented herein comes out from her PhD work. NM: LB&#x2019;s co-supervisor and co-contributor to this article. SD: LB&#x2019;s main supervisor and co-contributor to this article.</p>
</sec>
<sec id="s8">
<title>Funding</title>
<p>This work produced in LB&#x2019;s PhD was supported both by ANRT, the French National Agency for Research and Technology, under the grant 2016/0094, and by the company Hexcel Reinforcements SASU.</p>
</sec>
<sec sec-type="COI-statement" id="s9">
<title>Conflict of Interest</title>
<p>LB was employed by the company Hexcel Reinforcements SASU.</p>
<p>The remaining authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
</body>
<back>
<fn-group>
<fn id="FN1">
<label>1</label>
<p>PEEK: PolyEtherEtherKetone</p>
</fn>
<fn id="FN2">
<label>2</label>
<p>PPS: PolyPhenylene Sulfide</p>
</fn>
<fn id="FN3">
<label>3</label>
<p>Orientation of samples in contact, in degrees with respect to loading direction.</p>
</fn>
<fn id="FN4">
<label>4</label>
<p>Permission from the product owner was obtained for this study.</p>
</fn>
<fn id="FN5">
<label>5</label>
<p>
<ext-link ext-link-type="uri" xmlns:xlink="http://www.w3.org/1999/xlink" xlink:href="http://www.ni.com/fr-fr/shop/labview.html">www.ni.com/fr-fr/shop/labview.html</ext-link>
</p>
</fn>
</fn-group>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abbott</surname>
<given-names>G. M.</given-names>
</name>
<name>
<surname>Grosberg</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Leaf</surname>
<given-names>G. A. V.</given-names>
</name>
</person-group> (<year>1971</year>). <article-title>The mechanical properties of woven fabrics Part VII : the hysteresis during bending of woven fabrics</article-title>. <source>Textil. Res. J.</source> <volume>41</volume>, <fpage>345</fpage>&#x2013;<lpage>358</lpage>. <pub-id pub-id-type="doi">10.1177/004051757104100411</pub-id> </citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alshahrani</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hojjati</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>A new test method for the characterization of the bending behavior of textile prepregs</article-title>. <source>Composites Part A : Applied Science and Manufacturing.</source> <volume>97</volume>, <fpage>128</fpage>&#x2013;<lpage>140</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2017.02.027</pub-id> </citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Angel</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Graef</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Study of the bending stiffness of fibre-reinforced thermoplastics at forming temperature</article-title>. <source>JEC Composites Magazine.</source>, <volume>103</volume>, <fpage>76</fpage>&#x2013;<lpage>79</lpage>. </citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bel</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hamila</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Dumont</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Finite element model for NCF composite reinforcement preforming: composites Part A: applied Science and manufacturing: importance of inter-ply sliding</article-title>. <source>Compos. Part A: Appl. Sci. Manuf.</source> <volume>43</volume> (<issue>12</issue>), <fpage>2269</fpage>&#x2013;<lpage>2277</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2012.08.005</pub-id> </citation>
</ref>
<ref id="B5">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Blais</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Mod&#xe9;lisation et suivi du proc&#xe9;d&#xe9; par infusion de r&#xe9;sine sur une nouvelle g&#xe9;n&#xe9;ration de renforts structuraux pour l&#x2019;a&#xe9;ronautique</article-title>. <comment>PhD. thesis</comment>, <publisher-loc>Saint-&#xc9;tienne (France)</publisher-loc>: <publisher-name>Ecole Nationale Sup&#xe9;rieure des Mines de Saint-Etienne</publisher-name>. </citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Blais</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Moulin</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Liotier</surname>
<given-names>P. J.</given-names>
</name>
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Resin infusion-based processes simulation : coupled Stokes-Darcy flows in orthotropic preforms undergoing finite strain</article-title>. <source>Int. J. Material Form.</source> <volume>10</volume> (<issue>1</issue>), <fpage>43</fpage>&#x2013;<lpage>54</lpage>. <pub-id pub-id-type="doi">10.1007/s12289-015-1259-2</pub-id> </citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hamila</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Vidal-Sall&#xe9;</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Dumont</surname>
<given-names>F.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Simulation of wrinkling during textile composite reinforcement forming. Influence of tensile, in-plane shear and bending stiffnesses</article-title>. <source>Compos. Sci. Technol.</source> <volume>71</volume>, <fpage>683</fpage>&#x2013;<lpage>692</lpage>. <pub-id pub-id-type="doi">10.1016/j.compscitech.2011.01.011</pub-id> </citation>
</ref>
<ref id="B8">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2004</year>). <source>Mise en forme des renforts fibreux de composites.</source> <comment>Techniques de l&#x2019;ing&#xe9;nieur Plasturgie: proc&#xe9;d&#xe9;s sp&#xe9;cifiques aux composites Ref: TIB474DUO. Article ref: am3734</comment> </citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bouquerel</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Moulin</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Beraud</surname>
<given-names>J.-M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Modelling and simulating the forming of new dry automated lay-up reinforcements for primary structures</article-title>. <source>AIP conference proceedings.</source> <volume>1896</volume> (<issue>1</issue>), <fpage>030008</fpage>. <pub-id pub-id-type="doi">10.1063/1.5007995</pub-id> </citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cao</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Akkerman</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Cheng</surname>
<given-names>H. S.</given-names>
</name>
<name>
<surname>de Graaf</surname>
<given-names>E. F.</given-names>
</name>
<etal/>
</person-group> (<year>2008</year>). <article-title>Characterization of mechanical behavior of woven fabrics: experimental methods and benchmark results</article-title>. <source>Compos. Appl. Sci. Manuf.</source> <volume>39</volume>, <fpage>1037</fpage>&#x2013;<lpage>1053</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2008.02.016</pub-id> </citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Celle</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Bergheau</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Numerical aspects of fluid infusion inside a compressible porous medium undergoing large strains</article-title>. <source>European Journal of Computational Mechanics.</source> <volume>18</volume>, <fpage>819</fpage>&#x2013;<lpage>827</lpage>. <pub-id pub-id-type="doi">10.3166/remn.17.819-827</pub-id> </citation>
</ref>
<ref id="B12">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Charmetant</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Approches hyper&#xe9;lastiques pour la mod&#xe9;lisation du comportement m&#xe9;canique de pr&#xe9;formes tiss&#xe9;es de composites</article-title>. <comment>PhD. thesis</comment>, <publisher-loc>Villeurbanne (France)</publisher-loc>: <publisher-name>Institut National des Sciences Appliqu&#xe9;es de Lyon</publisher-name> </citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Clapp</surname>
<given-names>T. G.</given-names>
</name>
<name>
<surname>Peng</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Ghosh</surname>
<given-names>T. K.</given-names>
</name>
<name>
<surname>Eischen</surname>
<given-names>J. W.</given-names>
</name>
</person-group> (<year>1990</year>). <article-title>Indirect measurement of the moment-curvature relationship for fabrics</article-title>. <source>Textil. Res. J.</source> <volume>60</volume>, <fpage>525</fpage>&#x2013;<lpage>533</lpage>. <pub-id pub-id-type="doi">10.1177/004051759006000906</pub-id> </citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cornelissen</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Sachs</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Rietman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Akkerman</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Dry friction characterisation of carbon fibre tow and satin weave fabric for composite applications</article-title>. <source>Composites Part A : Applied Science and Manufacturing.</source> <volume>56</volume>, <fpage>127</fpage>&#x2013;<lpage>135</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2013.10.006</pub-id> </citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Creech</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Pickett</surname>
<given-names>A. K.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Meso-modelling of non-crimp fabric composites for coupled drape and failure analysis</article-title>. <source>J. Mater. Sci.</source> <volume>41</volume> (<issue>20</issue>), <fpage>6725</fpage>&#x2013;<lpage>6736</lpage>. <pub-id pub-id-type="doi">10.1007/s10853-006-0213-6</pub-id> </citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Das</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Kothari</surname>
<given-names>V. K.</given-names>
</name>
<name>
<surname>Vandana</surname>
<given-names>N.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>A study on frictional characteristics of woven fabrics</article-title>. <source>Autex Res. J.</source> <volume>5</volume> (<issue>3</issue>)., <fpage>133</fpage>&#x2013;<lpage>140</lpage> </citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Bilbao</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Soulat</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hivet</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Gasser</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Experimental study of bending behaviour of reinforcements</article-title>. <source>Exp. Mech.</source> <volume>50</volume>, <fpage>333</fpage>&#x2013;<lpage>351</lpage>. <pub-id pub-id-type="doi">10.1007/s11340-009-9234-9</pub-id> </citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>de Bilbao</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Soulat</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Hivet</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Launay</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Gasser</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2008</year>). <article-title>Bending test of composite reinforcements</article-title>. <source>Int. J. Material Form.</source> <volume>1</volume>, <fpage>835</fpage>&#x2013;<lpage>838</lpage>. <pub-id pub-id-type="doi">10.1007/s12289-008-0265-z</pub-id> </citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>D&#xf6;rr</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Brymerski</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Ropers</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Leutz</surname>
<given-names>D. M.</given-names>
</name>
<name>
<surname>Joppich</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>K&#xe4;rger</surname>
<given-names>L.</given-names>
</name>
<etal/>
</person-group> (<year>2017</year>). <article-title>A benchmark study of finite element codes for forming simulation of thermoplastic UD-Tapes</article-title> <source>Procedia CIRP.</source> <volume>66</volume>. <fpage>101</fpage>&#x2013;<lpage>106</lpage>. <pub-id pub-id-type="doi">10.1016/j.procir.2017.03.223</pub-id> </citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Grandidier</surname>
<given-names>J.-C.</given-names>
</name>
<name>
<surname>Gardin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Potier-Ferry</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>Structure effect and microbuckling</article-title>. <source>Composites Scicence and Technology.</source> <volume>56</volume> (<issue>7</issue>), <fpage>861</fpage>&#x2013;<lpage>867</lpage>. <pub-id pub-id-type="doi">10.1016/0266-3538(96)00033-4</pub-id> </citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Grandidier</surname>
<given-names>J. C.</given-names>
</name>
<name>
<surname>Potier-Ferry</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>A structural approach of plastic microbuckling in long fibre composites: comparison with theoretical and experimental results</article-title>. <source>Int. J. Solid Struct.</source> <volume>38</volume>, <fpage>3877</fpage>&#x2013;<lpage>3904</lpage>. <pub-id pub-id-type="doi">10.1016/S0020-7683(00)00247-X</pub-id> </citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Wisnom</surname>
<given-names>M. R.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>Finite-element investigation of the compressive strength of non-crimp-fabric-based composites</article-title>. <source>Compos. Sci. Technol.</source> <volume>59</volume>, <fpage>1287</fpage>&#x2013;<lpage>1297</lpage>. <pub-id pub-id-type="doi">10.1016/S0266-3538(98)00165-1</pub-id> </citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dufort</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Drapier</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Gr&#xe9;diac</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2001</year>). <article-title>The cross section warping in short beams under three point bending : an analytical study</article-title>. <source>Compos. Struct.</source> <volume>52</volume>, <fpage>1233</fpage>&#x2013;<lpage>1246</lpage>. </citation>
</ref>
<ref id="B24">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Fagiano</surname>
<given-names>C.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Computational modeling of tow-placed composite laminates with fabrication features</article-title>. <comment>PhD thesis</comment>. <publisher-loc>Delft (Netherlands)</publisher-loc>: <publisher-name>Technische Universiteit Delf</publisher-name>. </citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fetfatsidis</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Jauffr&#xe8;s</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Sherwood</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Characterization of the tool/fabric and fabric/fabric friction for woven-fabric composites during the thermostamping process</article-title>. <source>Int. J. Material Form.</source> <volume>6</volume>, <fpage>209</fpage>&#x2013;<lpage>221</lpage>. <pub-id pub-id-type="doi">10.1007/s12289-011-1072-5</pub-id> </citation>
</ref>
<ref id="B26">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Fr&#xea;ne</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Za&#xef;di</surname>
<given-names>H.</given-names>
</name>
</person-group> (<year>2011</year>). <source>Introduction &#xe0; la tribologie.</source> <comment>Techniques de l&#x2019;ing&#xe9;nieur : frottement et usure Ref: TIB464DUO. Article ref:TRI 100-1</comment> </citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gorczyca</surname>
<given-names>J. L.</given-names>
</name>
<name>
<surname>Sherwood</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Chen</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>A friction model for thermostamping commingled glass-polypropylene woven fabrics</article-title>. <source>Composites Part A : Applied Science and Manufacturing.</source> <volume>38</volume> (<issue>2</issue>), <fpage>393</fpage>&#x2013;<lpage>406</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2006.03.006</pub-id> </citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Grosberg</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>1966</year>). <article-title>The mechanical properties of woven fabrics Part II: the bending of woven fabric</article-title>. <source>Textil. Res. J.</source> <volume>36</volume>, <fpage>205</fpage>&#x2013;<lpage>211</lpage>. <pub-id pub-id-type="doi">10.1177/004051756603600301</pub-id> </citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guzman-Maldonado</surname>
<given-names>E.</given-names>
</name>
<name>
<surname>Wang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hamila</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Experimental and numerical analysis of wrinkling during forming of multi-layered textile composites</article-title>. <source>Compos. Struct.</source> <volume>208</volume>, <fpage>213</fpage>&#x2013;<lpage>223</lpage>. <pub-id pub-id-type="doi">10.1016/j.compstruct.2018.10.018</pub-id> </citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haanappel</surname>
<given-names>S. P.</given-names>
</name>
<name>
<surname>ten Thije</surname>
<given-names>R. H. W.</given-names>
</name>
<name>
<surname>Sachs</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Rietman</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Akkerman</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Formability analyses of uni-directional and textile reinforced thermoplastics</article-title>. <source>Composites Part A : Applied Science and Manufacturing.</source> <volume>56</volume>, <fpage>80</fpage>&#x2013;<lpage>92</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2013.09.009</pub-id> </citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hersey</surname>
<given-names>M. D.</given-names>
</name>
</person-group> (<year>1914</year>). <article-title>The laws of lubrication of horizontal journal bearings</article-title>. <source>J. Wash. Acad. Sci.</source> <volume>4</volume>, <fpage>542</fpage>&#x2013;<lpage>552</lpage>. <pub-id pub-id-type="doi">10.2307/24520857</pub-id> </citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hexcel</surname>
</name>
</person-group> (<year>2015a</year>). <article-title>Direct processes technology manual</article-title>. <source>Tech. rep.</source> <comment>Available at: <ext-link ext-link-type="uri" xlink:href="https://www.hexcel.com/Resources/Technology-Manuals">https://www.hexcel.com/Resources/Technology-Manuals</ext-link>
</comment>. </citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hexcel</surname>
</name>
</person-group> (<year>2015b</year>). <article-title>HiTape&#xae; A new efficient composite technology for primary aircraft structures</article-title>. <source>SAMPE J.</source> <volume>51</volume>, <fpage>7</fpage>&#x2013;<lpage>15</lpage>. </citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hivet</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Allaoui</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Cam</surname>
<given-names>B. T.</given-names>
</name>
<name>
<surname>Ouagne</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Soulat</surname>
<given-names>D.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Design and potentiality of an apparatus for measuring yarn/yarn and fabric/fabric friction</article-title>. <source>Exp. Mech.</source> <volume>52</volume>, <fpage>1123</fpage>&#x2013;<lpage>1136</lpage>. <pub-id pub-id-type="doi">10.1007/s11340-011-9566-0</pub-id> </citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Howell</surname>
<given-names>H. G.</given-names>
</name>
<name>
<surname>Mazur</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>1953</year>). <article-title>Amontons&#x2019; law and fibre friction</article-title>. <source>Journal of the Textile Institute Transactions.</source> <volume>44</volume>, <fpage>T59</fpage>&#x2013;<lpage>T69</lpage>. <pub-id pub-id-type="doi">10.1080/19447025308659728</pub-id> </citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname>
<given-names>N. C.</given-names>
</name>
</person-group> (<year>1979</year>). <article-title>Finite biaxial extension of completely set plain woven fabrics</article-title>. <source>J. Appl. Mech.</source> <volume>46</volume>, <fpage>651</fpage>. <pub-id pub-id-type="doi">10.1115/1.3424621</pub-id> </citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kang</surname>
<given-names>T. J.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>W. R.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Drape simulation of woven fabric by using the Finite-element method</article-title>. <source>J. Textil. Inst.</source> <volume>86</volume>, <fpage>635</fpage>&#x2013;<lpage>648</lpage>. <pub-id pub-id-type="doi">10.1080/00405009508659040</pub-id> </citation>
</ref>
<ref id="B38">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Kawabata</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>1980</year>). <source>The standardization and analysis of hand evaluation.</source> <edition>2nd edn</edition>. (<publisher-loc>Osaka, Japan</publisher-loc>: <publisher-name>Hand Evaluation Standardization Committee</publisher-name>). </citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Larberg</surname>
<given-names>Y. R.</given-names>
</name>
<name>
<surname>Akermo</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Norrby</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>On the in-plane deformability of cross-plied unidirectional prepreg</article-title>. <source>J. Compos. Mater.</source> <volume>46</volume>, <fpage>929</fpage>&#x2013;<lpage>939</lpage>. <pub-id pub-id-type="doi">10.1177/0021998311412988</pub-id> </citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Larberg</surname>
<given-names>Y. R.</given-names>
</name>
<name>
<surname>Akermo</surname>
<given-names>M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>On the interply friction of different generations of carbon/epoxy prepreg systems</article-title>. <source>Composites Part A : Applied Science and Manufacturing.</source> <volume>42</volume>, <fpage>1067</fpage>&#x2013;<lpage>1074</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2011.04.010</pub-id> </citation>
</ref>
<ref id="B41">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Leutz</surname>
<given-names>D. M.</given-names>
</name>
</person-group> (<year>2015</year>). <source>Forming simulation of AFP material layups : material characterization, simulation and validation.</source> <publisher-loc>Munich, Germany</publisher-loc>: <publisher-name>Technische Universit&#xe4;t M&#xfc;nchen</publisher-name>. </citation>
</ref>
<ref id="B42">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Liang</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Experimental and numerical study of the bending behaviour of textile reinforcements and thermoplastic prepregs</article-title>. <comment>PhD thesis</comment>, <publisher-loc>Villeurbanne, France</publisher-loc>: <publisher-name>Institut National des Sciences Appliqu&#xe9;es de Lyon</publisher-name>. </citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liang</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Hamila</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Peillon</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Analysis of thermoplastic prepreg bending stiffness during manufacturing and of its influence on wrinkling simulations</article-title>. <source>Compos. Part A Appl. Sci. Manuf.</source> <volume>67</volume>, <fpage>111</fpage>&#x2013;<lpage>122</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2014.08.020</pub-id> </citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lightfoot</surname>
<given-names>J. S.</given-names>
</name>
<name>
<surname>Wisnom</surname>
<given-names>M. R.</given-names>
</name>
<name>
<surname>Potter</surname>
<given-names>K.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>A new mechanism for the formation of ply wrinkles due to shear between plies</article-title>. <source>Compos. Part A Appl. Sci. Manuf.</source> <volume>49</volume>, <fpage>139</fpage>&#x2013;<lpage>147</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2013.03.002</pub-id> </citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lomov</surname>
<given-names>S. V.</given-names>
</name>
<name>
<surname>Verpoest</surname>
<given-names>I.</given-names>
</name>
<name>
<surname>Barburski</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Laperre</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Carbon composites based on multiaxial multiply stitched preforms. Part 2. KES-F characterisation of the deformability of the preforms at low loads</article-title>. <source>Compos. Part A Appl. Sci. Manuf.</source> <volume>34</volume>, <fpage>359</fpage>&#x2013;<lpage>370</lpage>. <pub-id pub-id-type="doi">10.1016/S1359-835X(03)00025-3</pub-id> </citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Madeo</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Ferretti</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Dell&#x2019;Isola</surname>
<given-names>F.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Thick fibrous composite reinforcements behave as special second-gradient materials: three-point bending of 3D interlocks</article-title>. <source>Z. Angew. Math. Phys.</source> <volume>66</volume>, <fpage>2041</fpage>&#x2013;<lpage>2060</lpage>. <pub-id pub-id-type="doi">10.1007/s00033-015-0496-z</pub-id> </citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Margossian</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bel</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hinterhoelzl</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Bending characterisation of a molten unidirectional carbon fibre reinforced thermoplastic composite using a Dynamic Mechanical Analysis system</article-title>. <source>Compos. Part A Appl. Sci. Manuf.</source> <volume>77</volume>, <fpage>154</fpage>&#x2013;<lpage>163</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2015.06.015</pub-id> </citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Margossian</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Bel</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hinterhoelzl</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>On the characterisation of transverse tensile properties of molten unidirectional thermoplastic composite tapes for thermoforming simulations</article-title>. <source>Compos. Part A Appl. Sci. Manuf.</source> <volume>88</volume>, <fpage>48</fpage>&#x2013;<lpage>58</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2016.05.019</pub-id> </citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marquardt</surname>
<given-names>D. W.</given-names>
</name>
</person-group> (<year>1963</year>). <article-title>An algorithm for least-squares estimation of nonlinear parameters</article-title>. <source>J. Soc. Ind. Appl. Math.</source> <volume>11</volume>, <fpage>431</fpage>&#x2013;<lpage>441</lpage>. <pub-id pub-id-type="doi">10.1137/0111030</pub-id> </citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>McGuinness</surname>
<given-names>G. B.</given-names>
</name>
<name>
<surname>Bradaigh</surname>
<given-names>C. O.</given-names>
</name>
</person-group> (<year>1998</year>). <article-title>Characterisation of thermoplastic composite melts in rhombus-shear : the picture-frame experiment</article-title>. <source>Compos. Part A Appl. Sci. Manuf.</source> <volume>29</volume>, <fpage>115</fpage>&#x2013;<lpage>132</lpage>. <pub-id pub-id-type="doi">10.1016/S1359-835X(97)00061-4</pub-id> </citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Montero</surname>
<given-names>L.</given-names>
</name>
<name>
<surname>Allaoui</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hivet</surname>
<given-names>G.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Characterisation of the mesoscopic and macroscopic friction behaviours of glass plain weave reinforcement</article-title>. <source>Compos. Appl. Sci. Manuf.</source> <volume>95</volume>, <fpage>257</fpage>&#x2013;<lpage>266</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2017.01.022</pub-id> </citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Najjar</surname>
<given-names>W.</given-names>
</name>
<name>
<surname>Pupin</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Legrand</surname>
<given-names>X.</given-names>
</name>
<name>
<surname>Boude</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Soulat</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Dal Santo</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Analysis of frictional behaviour of carbon dry woven reinforcement</article-title>. <source>J. Reinforc. Plast. Compos.</source> <volume>33</volume>, <fpage>1037</fpage>&#x2013;<lpage>1047</lpage>. <pub-id pub-id-type="doi">10.1177/0731684414521670</pub-id> </citation>
</ref>
<ref id="B53">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Ngo Ngoc</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Bruniaux</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Castelain</surname>
<given-names>J. M.</given-names>
</name>
</person-group> (<year>2002</year>). &#x201c;<article-title>Modeling friction for yarn/fabric simulation Application to bending hysteresis</article-title>,&#x201d; in <source>14th European Simulation Symposium.</source> Editor <person-group person-group-type="editor">
<name>
<surname>Krug</surname>
<given-names>V.</given-names>
</name>
</person-group> (<publisher-loc>Dresden, Germany</publisher-loc>: <publisher-name>SCS Europe BVBA</publisher-name>). </citation>
</ref>
<ref id="B54">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Orawattanasrikul</surname>
<given-names>S.</given-names>
</name>
</person-group> (<year>2006</year>). .<article-title>Experimentelle Analyse des Scherdeformation biaxial verst&#xe4;rkter Mehlagengesticke</article-title>. <comment>PhD thesis</comment>. <publisher-loc>Dresden, Germany</publisher-loc>: <publisher-name>Technische Universit&#xe4;t Dresden</publisher-name>. </citation>
</ref>
<ref id="B55">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Pannier</surname>
<given-names>Y.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Identification de param&#xe8;tres &#xe9;lastoplastiques par des essais statiquement ind&#xe9;termin&#xe9;s : mise en oeuvre exp&#xe9;rimentale et validation de la m&#xe9;thode des champs virtuels</article-title>. <comment>PhD thesis</comment>, <publisher-loc>Paris (France)</publisher-loc>: <publisher-name>Arts et M&#xe9;tiers ParisTech</publisher-name>. </citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Peirce</surname>
<given-names>F. T.</given-names>
</name>
</person-group> (<year>1930</year>). <article-title>The &#x201c;handle&#x201d; of cloth as a measurable quantity</article-title>. <source>Journal of the Textile Institute Transactions.</source> <volume>21</volume>, <fpage>T377</fpage>&#x2013;<lpage>T416</lpage>. <pub-id pub-id-type="doi">10.1080/19447023008661529</pub-id> </citation>
</ref>
<ref id="B57">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Pickett</surname>
<given-names>A. K.</given-names>
</name>
</person-group> (<year>2018</year>). <source>Process and mechanical modelling of engineering composites.</source> <publisher-loc>Stuttgart, Germany</publisher-loc>: <publisher-name>IFB University of Stuttgart</publisher-name>. </citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rashidi</surname>
<given-names>A.</given-names>
</name>
<name>
<surname>Montazerian</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Yesilcimen</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Milani</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Experimental characterization of the inter-ply shear behavior of dry and prepreg woven fabrics: significance of mixed lubrication mode during thermoset composites processing</article-title>. <source>Compos. Appl. Sci. Manuf.</source> <volume>129</volume>, <fpage>105725</fpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2019.105725</pub-id> </citation>
</ref>
<ref id="B59">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Rosen</surname>
<given-names>B.</given-names>
</name>
</person-group> (<year>1964</year>). <article-title>Mechanics of composite strengthening</article-title>. in <source>Seminar of the American society for metals.</source> <publisher-loc>Cleveland, OH</publisher-loc>: <publisher-name>Metal Parks</publisher-name>, <fpage>37</fpage>&#x2013;<lpage>75</lpage>. </citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sachs</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Akkerman</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Haanappel</surname>
<given-names>S. P.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Bending characterization of UD composites</article-title>. <source>Key Eng. Mater.</source> <volume>611-612</volume>, <fpage>399</fpage>&#x2013;<lpage>406</lpage>. <pub-id pub-id-type="doi">10.4028/www.scientific.net/KEM.611-612.399</pub-id> </citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sachs</surname>
<given-names>U.</given-names>
</name>
<name>
<surname>Fetfatsidis</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Schumacher</surname>
<given-names>J.</given-names>
</name>
<name>
<surname>Ziegmann</surname>
<given-names>G.</given-names>
</name>
<name>
<surname>Allaoui</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Hivet</surname>
<given-names>G.</given-names>
</name>
<etal/>
</person-group> (<year>2012</year>). <article-title>A friction-test benchmark with Twintex PP</article-title>. <source>Key Eng. Mater.</source> <volume>504-506</volume>, <fpage>307</fpage>&#x2013;<lpage>312</lpage>. <pub-id pub-id-type="doi">10.4028/www.scientific.net/KEM.504-506.307</pub-id> </citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Senner</surname>
<given-names>T.</given-names>
</name>
<name>
<surname>Kreissl</surname>
<given-names>S.</given-names>
</name>
<name>
<surname>Merklein</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Meinhardt</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Lipp</surname>
<given-names>A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Bending of unidirectional non-crimp-fabrics: experimental characterization, constitutive modeling and application in finite element simulation</article-title>. <source>J. Inst. Eng. Prod.</source> <volume>9</volume>, <fpage>1</fpage>&#x2013;<lpage>10</lpage>. <pub-id pub-id-type="doi">10.1007/s11740-014-0568-5</pub-id> </citation>
</ref>
<ref id="B63">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Soteropoulos</surname>
<given-names>D.</given-names>
</name>
<name>
<surname>Fetfatsidis</surname>
<given-names>K. A.</given-names>
</name>
<name>
<surname>Sherwood</surname>
<given-names>J. A.</given-names>
</name>
<name>
<surname>Langworthy</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Digital method of analyzing the bending stiffness of non-crimp fabrics</article-title>. <publisher-name>AIP Conference Proceedings</publisher-name>, <volume>1353</volume>, <fpage>913</fpage>&#x2013;<lpage>917</lpage>. <pub-id pub-id-type="doi">10.1063/1.3589632</pub-id> </citation>
</ref>
<ref id="B64">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Stribeck</surname>
<given-names>R.</given-names>
</name>
</person-group> (<year>1903</year>). <source>Die wesentlichen Eigenschaften der Gleit- und Rollenlager.</source> <publisher-loc>Berlin, Germany</publisher-loc>: <publisher-name>Springer</publisher-name>. </citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ten Thije</surname>
<given-names>R. H. W.</given-names>
</name>
<name>
<surname>Akkerman</surname>
<given-names>R.</given-names>
</name>
<name>
<surname>Ubbink</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Van Der Meer</surname>
<given-names>L.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>A lubrication approach to friction in thermoplastic composites forming processes</article-title>. <source>Composites Part A : Applied Science and Manufacturing.</source> <volume>42</volume>, <fpage>950</fpage>&#x2013;<lpage>960</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2011.03.023</pub-id> </citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trejo</surname>
<given-names>E. A.</given-names>
</name>
<name>
<surname>Ghazimoradi</surname>
<given-names>M.</given-names>
</name>
<name>
<surname>Butcher</surname>
<given-names>C.</given-names>
</name>
<name>
<surname>Montesano</surname>
<given-names>J.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Assessing strain fields in unbalanced unidirectional non-crimp fabrics</article-title>. <source>Compos. Appl. Sci. Manuf.</source> <volume>130</volume>, <fpage>105758</fpage>. <pub-id pub-id-type="doi">10.1016/j.compositesa.2019.105758</pub-id> </citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vanclooster</surname>
<given-names>K.</given-names>
</name>
<name>
<surname>Lomov</surname>
<given-names>S. V.</given-names>
</name>
<name>
<surname>Verpoest</surname>
<given-names>I.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Simulation of multi-layered composites forming</article-title>. <source>Int. J. Material Form.</source> <volume>3</volume>, <fpage>695</fpage>&#x2013;<lpage>698</lpage>. <pub-id pub-id-type="doi">10.1007/s12289-010-0865-2</pub-id> </citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Voce</surname>
<given-names>E.</given-names>
</name>
</person-group> (<year>1955</year>). <article-title>A practical strain-hardening function</article-title>. <source>Metallurgica.</source> <volume>51</volume>, <fpage>219</fpage>&#x2013;<lpage>226</lpage>. </citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname>
<given-names>P.</given-names>
</name>
<name>
<surname>Hamila</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Thermoforming simulation of multilayer composites with continuous fibres and thermoplastic matrix</article-title>. <source>Compos. B Eng.</source> <volume>52</volume>, <fpage>127</fpage>&#x2013;<lpage>136</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesb.2013.03.045</pub-id> </citation>
</ref>
<ref id="B70">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xiong</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Hamila</surname>
<given-names>N.</given-names>
</name>
<name>
<surname>Boisse</surname>
<given-names>P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Consolidation modeling during thermoforming of thermoplastic composite prepregs</article-title>. <source>Materials.</source> <volume>12</volume>, <fpage>2853</fpage>. <pub-id pub-id-type="doi">10.3390/ma12182853</pub-id> </citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Yuksekkay</surname>
<given-names>M. E.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>More about fibre friction and its measurements</article-title>. <source>Textil. Prog.</source> <volume>41</volume> (<issue>3</issue>), <fpage>141</fpage>&#x2013;<lpage>193</lpage>. <pub-id pub-id-type="doi">10.1080/00405160903178591</pub-id> </citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhu</surname>
<given-names>B.</given-names>
</name>
<name>
<surname>Yu</surname>
<given-names>T. X.</given-names>
</name>
<name>
<surname>Zhang</surname>
<given-names>H.</given-names>
</name>
<name>
<surname>Tao</surname>
<given-names>X. M.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Experimental investigation of formability of commingled woven composite preform in stamping operation</article-title>. <source>Compos. B Eng.</source> <volume>42</volume>, <fpage>289</fpage>&#x2013;<lpage>295</lpage>. <pub-id pub-id-type="doi">10.1016/j.compositesb.2010.05.006</pub-id> </citation>
</ref>
</ref-list>
</back>
</article>