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<!DOCTYPE article
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<article article-type="research-article" dtd-version="1.0" specific-use="sps-1.6" 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">dyna</journal-id>
			<journal-title-group>
				<journal-title>DYNA</journal-title>
				<abbrev-journal-title abbrev-type="publisher">Dyna rev.fac.nac.minas</abbrev-journal-title>
			</journal-title-group>
			<issn pub-type="ppub">0012-7353</issn>
			<publisher>
				<publisher-name>Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/dyna.v85n206.71805</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Artículos</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Soft Pre-stressed PET profiles as reinforcing fibers in structural elements made of concrete</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Perfiles de PET ligeramente pretensados como fibras de refuerzo en elementos estructurales de concreto</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<name>
						<surname>Márquez-Domínguez</surname>
						<given-names>Sergio</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Mejía-Sánchez</surname>
						<given-names>Edgar</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Arenzano-Altaif</surname>
						<given-names>Jesús Antonio</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Martínez-Guevara</surname>
						<given-names>Gerson Omar</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<name>
						<surname>Tolentino</surname>
						<given-names>Dante</given-names>
					</name>
					<xref ref-type="aff" rid="aff2"><sup>b</sup></xref>
				</contrib>
			</contrib-group>
			<aff id="aff1">
				<label>a</label>
				<institution content-type="original"> Facultad de Ingeniería, Universidad Veracruzana, C. Z. Mendoza, Veracruz State, México; semarquez@uv.mx, edmejia@uv.mx, jarenzano@uv.mx, germartinez@uv.mx </institution>
				<institution content-type="normalized">Universidad Veracruzana</institution>
				<institution content-type="orgdiv1">Facultad de Ingeniería</institution>
				<institution content-type="orgname">Universidad Veracruzana</institution>
				<addr-line>
					<named-content content-type="city">Mendoza</named-content>
					<named-content content-type="state">Veracruz</named-content>
				</addr-line>
				<country country="MX">Mexico</country>
				<email>semarquez@uv.mx</email>
				<email>edmejia@uv.mx</email>
				<email>jarenzano@uv.mx, germartinez@uv.mx</email>
			</aff>
			<aff id="aff2">
				<label>b</label>
				<institution content-type="original"> Sección de Estudios de Posgrado e Investigación, ESIA Zacatenco, Instituto Politécnico Nacional, México, dtolentinolsro@gmail.com</institution>
				<institution content-type="normalized">Instituto Politécnico Nacional</institution>
				<institution content-type="orgdiv1">ESIA Zacatenco</institution>
				<institution content-type="orgname">Instituto Politécnico Nacional</institution>
				<country country="MX">Mexico</country>
				<email>dtolentinolsro@gmail.com</email>
			</aff>
			<pub-date pub-type="epub-ppub">
				<season>Jul-Sep</season>
				<year>2018</year>
			</pub-date>
			<volume>85</volume>
			<issue>206</issue>
			<fpage>162</fpage>
			<lpage>170</lpage>
			<history>
				<date date-type="received">
					<day>20</day>
					<month>04</month>
					<year>2018</year>
				</date>
				<date date-type="rev-recd">
					<day>27</day>
					<month>06</month>
					<year>2018</year>
				</date>
				<date date-type="accepted">
					<day>16</day>
					<month>07</month>
					<year>2018</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-nc-nd/4.0/" xml:lang="en">
					<license-p>This is an open-access article distributed under the terms of the Creative Commons Attribution License</license-p>
				</license>
			</permissions>
			<abstract>
				<title>Abstract</title>
				<p>The inclusion of pre-stressed PET profiles as reinforcing fibers in structural elements is proposed. The PET-profiles are placed in a unidirectional and bidirectional fiber matrix with soft pre-tensioned condition that they could have advantages in structural members made of concrete in some precise applications, for instance, road safety barriers. A universal machine (WDW-200E) is used to test PET-profiles with different width, knots and even other conditions. The desired PET profile is chosen and the concrete mixture is designed under the ACI standard guidance. Pre-stressed PET-profiles are included in wood molds shaped in beam-type and subsequently flexural strength is estimated. Furthermore, experimental tests results are presented for PET-profiles as structural reinforcement of beams made of concrete under pure flexural. Finally, a probabilistic model is used to estimate the PET contribution in terms of exceedance of the rupture modulus.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>Se propone la inclusión de perfiles de PET pretensados como fibras de refuerzo en elementos estructurales. Los perfiles de PET se colocan en una matriz de fibra unidireccional y bidireccional con una condición de pretensado suave que podría tener ventajas en elementos estructurales de concreto en algunas aplicaciones precisas, por ejemplo, barreras de contención para seguridad vial. Una máquina universal (WDW-200E) se usa para probar los perfiles de PET con diferentes anchos, nudos e incluso otras condiciones. Se elige el perfil de PET deseado y el concreto se diseña según la norma ACI. Los perfiles de PET pretensados se incluyen en moldes de madera con forma de vigas y, posteriormente, se estima la resistencia a la flexión. Los resultados de las pruebas experimentales de flexión son presentados. Finalmente, se usa un modelo probabilístico para estimar la contribución de PET en términos de excedencia del módulo de ruptura.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>PET profiles</kwd>
				<kwd>fiber matrix</kwd>
				<kwd>beams-type</kwd>
				<kwd>concrete</kwd>
				<kwd>Pre-stress</kwd>
				<kwd>PET fibers</kwd>
				<kwd>probabilistic model</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>Perfiles de PET</kwd>
				<kwd>matriz de fibra</kwd>
				<kwd>tipo viga</kwd>
				<kwd>concreto</kwd>
				<kwd>pre-tensados</kwd>
				<kwd>fibras de PET</kwd>
				<kwd>modelo probabilístico</kwd>
			</kwd-group>
			<counts>
				<fig-count count="11"/>
				<table-count count="11"/>
				<equation-count count="3"/>
				<ref-count count="18"/>
				<page-count count="9"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<sec sec-type="intro">
			<title>1. Introduction</title>
			<sec>
				<title>1.1. State of the art</title>
				<p>Environmental pollution is a serious issue that must be addressed as soon as possible. Polyethylene Terephthalate (PET or PETE) is considered a serious environmental problem that need to be studied in order to decrease its environment impact. According with INEGI [<xref ref-type="bibr" rid="B1">1</xref>], 44.646 million tons of urban solid waste were generated in Mexico by 2017; of which around 10% was classified as plastic waste. Carcaño [<xref ref-type="bibr" rid="B2">2</xref>], made an important prediction based on a study of supply-demand of PET products, establishing that the demand of PET products is going to be higher. One way to decrease this problem can be by implementing <italic>&quot;green building&quot;</italic>. These alternatives provide the opportunity to reuse toxic products and developed new building techniques, hence solid waste or polluting products can be integrated into useful structural elements that can even improve the building processes and also contribute to the mechanical properties of the structural elements. In order to understand the mechanical properties of concrete containing PET waste, several manuscripts have been conducted taken into account parameters such as elastic modulus [<xref ref-type="bibr" rid="B3">3</xref>-<xref ref-type="bibr" rid="B5">5</xref>], flexural tensile strengths [<xref ref-type="bibr" rid="B6">6</xref>-<xref ref-type="bibr" rid="B8">8</xref>], impact resistance [<xref ref-type="bibr" rid="B10">10</xref>], fresh and hardened properties of concrete [<xref ref-type="bibr" rid="B11">11</xref>] including abrasion resistance [<xref ref-type="bibr" rid="B9">9</xref>]. This research is presented as a structural context where PET-profiles were used as an alternative structural reinforcement, and also a probabilistic model is used to estimate the PET contribution in terms of exceedance of the rupture modulus.</p>
			</sec>
		</sec>
		<sec>
			<title>2. Main scope</title>
			<p>The main objective of this paper is to be the first national incursion on the subject of sustainable development through a prototype proposed to be implemented in the highway infrastructure. Here, the results are presented in order to assess the importance of using a PET-profiles matrix within concrete beam-type specimens where the flexural properties of concrete specimens reinforced by a soft pre-tensioned PET-profile matrix placed on in specially designed molds should be increased. PET-profiles settled as a fiber matrix with soft pre-tensioned condition could have advantages in structural members in some precise applications, as for instance, structural support for road safety barriers. Laboratory Tests are performed using a universal machine (WDW-200E) in order to estimate the tensile strength capacity of PET profiles with different width, number of &quot;knots&quot; and other conditions. The desired PET profile is chosen and the concrete mixture is designed under the ACI standard guidance [<xref ref-type="bibr" rid="B17">17</xref>]. The main stage is to estimate the flexural properties of reinforced concrete beams by including pre-stressed PET-profiles in order to develop a sustainable prototype that can be used in the highway infrastructure which are basically designed with a specified compressive strength of concrete (f'<sub>c</sub>=30MPa).</p>
			<sec>
				<title>2.1. The research process will cover the following phases</title>
				<p>
					<list list-type="order">
						<list-item>
							<p>Analyze the mechanical and physical properties of the PET-profiles with different width, different number of &quot;knots&quot; and also many other conditions.</p>
						</list-item>
						<list-item>
							<p>Perform Bending tests of concrete beams with loads in the thirds of their length.</p>
						</list-item>
						<list-item>
							<p>Perform Bending tests of concrete beams including pre-stressed PET profiles in a unidirectional fiber matrix.</p>
						</list-item>
						<list-item>
							<p>Perform bending tests of concrete beams with pre-stressed PET-profiles placed on a bidirectional fiber matrix in a mesh form.</p>
						</list-item>
					</list>
				</p>
				<p>In this paper a probabilistic assessment is used to estimate the PET contribution of the rupture modulus [<xref ref-type="bibr" rid="B12">12</xref>]<bold>.</bold> Here, the beam-type specimens are casted with concrete with a (f'<sub>c</sub>=30MPa) complying with NMX-C-159-ONNCCE-2004 [<xref ref-type="bibr" rid="B13">13</xref>] and NMX-C-160-ONNCCE. 2004, MEXICO: ONNCCE [<xref ref-type="bibr" rid="B14">14</xref>]. These standard codes are used for the preparation of test specimens. In order to estimate the flexural strength capacity of beam-type specimens, it is worth to mention that, the molds are built with a cross section of 0.15 x 0.15 m and length equal to 0.60 m, made of wood. The wooden molds will include different aluminum accessories necessary to hold the PET-fibers, then it is possible make a soft pre-stressing, see <xref ref-type="fig" rid="f1">Fig. 1</xref>.</p>
				<p>
					<fig id="f1">
						<label><bold>Figure 1</bold></label>
						<caption>
							<title>Wooden molds within aluminum accessories and PET-profiles matrix: 5 layers with 11 threads every layer.</title>
						</caption>
						<graphic xlink:href="0012-7353-dyna-85-206-00162-gf1.jpg"/>
						<attrib><bold>Source:</bold> The authors.</attrib>
					</fig>
				</p>
			</sec>
		</sec>
		<sec>
			<title>3. PET-profiles: Tensile strength capacity</title>
			<p>The PET-profiles and/or PET-threads were tested one by one in blocks with similar geometric properties in order to estimate an average of the tensile strength capacity and deformation of each block. The PET-profiles were cut and prepared from recycled PET-bottles coming from commercial sodas. In <xref ref-type="table" rid="t1">Table 1</xref> to <xref ref-type="table" rid="t6">6</xref>, valuable information is given obtained for PET-profile with different width (<xref ref-type="table" rid="t1">Table 1</xref>), number of &quot;knots&quot; (<xref ref-type="table" rid="t2">Tables 2</xref>) and also other properties were analyzed such as for instance the temperature effect. It is worth to mention that the tensile strength was estimated in a Universal Testing Machine (WDW-200E),</p>
			<p>The necessity of workability, when the PET-profiles are implemented in the wooden molds is very important. For this reason and according with the tests results given in <xref ref-type="table" rid="t1">Table 1</xref>, it was decided to use PET-profiles with 3.5 x 10<sup>-3</sup> m of width. On the other hand, knotted PET-profiles have the &quot;anchorage&quot; function working together with concrete; these knots will be like the corrugations in the steel rods. In this study, Knotted PET-profiles are the most viable option granting the anchorage between PET-Profiles and concrete, see <xref ref-type="fig" rid="f1">Fig. 1</xref>. </p>
			<p>
				<table-wrap id="t1">
					<label><bold>Table 1</bold></label>
					<caption>
						<title>Tensile strength capacity of PET-profiles with different widths and a length equal to 0.25 m and Thickness 4.5 x10<sup>-4</sup> m</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt1.jpg"/>
					<table-wrap-foot>
						<fn id="TFN1">
							<p><bold>Source:</bold> The authors.</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<table-wrap id="t2">
					<label><bold>Table 2</bold></label>
					<caption>
						<title>Tensile strength capacity from knotted PET-profiles with a width 3.5 x10<sup>-3</sup> m, length equal to 0.25 m and Thickness 4.5 x10<sup>-4</sup> m</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt2.jpg"/>
					<table-wrap-foot>
						<fn id="TFN2">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<table-wrap id="t3">
					<label><bold>Table 3</bold></label>
					<caption>
						<title>Tensile strength capacity from PET-profiles baked at 50 °C with a width 3.5 x10<sup>-3</sup> m, length equal to 0.25 m and Thickness 4.5 x10<sup>-4</sup> m</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt3.jpg"/>
					<table-wrap-foot>
						<fn id="TFN3">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<table-wrap id="t4">
					<label><bold>Table 4</bold></label>
					<caption>
						<title>Tensile strength capacity from PET-profiles baked at 100 °C with a width 3.5 x10<sup>-3</sup> m, length equal to 0.25 m and Thickness 4.5 x10<sup>-4</sup> m</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt4.jpg"/>
					<table-wrap-foot>
						<fn id="TFN4">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<table-wrap id="t5">
					<label><bold>Table 5</bold></label>
					<caption>
						<title>Tensile strength capacity from PET-profiles baked at 150 °C with a width 3.5 x10<sup>-3</sup> m, length equal to 0.25 m and Thickness 4.5 x10<sup>-4</sup> m</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt5.jpg"/>
					<table-wrap-foot>
						<fn id="TFN5">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<table-wrap id="t6">
					<label><bold>Table 6</bold></label>
					<caption>
						<title>Tensile strength capacity of extruded Plastic-profiles made off with commercial plastic bags; length 0.15 m.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt6.jpg"/>
					<table-wrap-foot>
						<fn id="TFN6">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>Knotted PET-profiles provide similar tensile strength capacity than not knotted PET-profiles, see <xref ref-type="table" rid="t2">Table 2</xref> where a total of 60 test specimens were tested in blocks each one with 10 specimens with similar knotted conditions in order to estimate an average of the tensile strength capacity and deformation of each block. Even, in this research work, the effect of temperature on the PET is reviewed since the particles of the material could be crystallized providing a change in their mechanical properties. The Tensile strength estimated from PET- profiles baked at different temperatures are presented in <xref ref-type="table" rid="t3">Tables 3</xref> to <xref ref-type="table" rid="t5">5</xref> where 5 tests are reported for each time step and temperature, these number of tests were considered enough evidence to observe the behavior of the effect of temperature on PET-profiles.</p>
			<p>The Plastic-profiles can be made off with recycled plastic material coming from commercial plastic bags, See <xref ref-type="fig" rid="f2">Fig. 2</xref> where extruded Plastic-profiles are shown. In <xref ref-type="table" rid="t6">Table 6</xref>, is clear that the deformation of the Plastic-profiles is greater than that experienced by the PET-profiles given in <xref ref-type="table" rid="t1">Table 1</xref>. In fact, the tests carried out under controlled laboratory test conditions proved that &quot;Plastic-profiles&quot;, with circular cross-section, resist a certain tensile strength capacity without reaching their rupture, it means that the Plastic-profiles are working in the plastic zone area. </p>
			<p>
				<fig id="f2">
					<label><bold>Figure 2</bold></label>
					<caption>
						<title>Extruded Plastic-Profiles.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf2.jpg"/>
					<attrib><bold>Source:</bold> The authors.</attrib>
				</fig>
			</p>
			<p>A considerable number of Tests were carried out with different diameters of extruded Plastic-profiles, see <xref ref-type="table" rid="t6">Table 6</xref> where it is shown that the Plastic-profile of 5.75 x10<sup>-3</sup> m in diameter has the highest tensile strength capacity.</p>
			<p>It is worth to mention that for 1 kg of plastic material; the following material is required:</p>
			<p>
				<list list-type="order">
					<list-item>
						<p>0.772kg of recycled Linear Low-Density Polyethylene (LLDPE).</p>
					</list-item>
					<list-item>
						<p>0.154kg of recycled High Density Polyethylene (HDPE).</p>
					</list-item>
					<list-item>
						<p>0.074kg. of recycled Low Density Polyethylene (LDPE)</p>
					</list-item>
				</list>
			</p>
			<p>The last three materials can be recycled from commercial plastic bags.</p>
		</sec>
		<sec>
			<title>4. Concrete Beam-type specimens: Flexural strength capacity</title>
			<p>The concrete was designed with a specified compressive strength of (f′c=30MPa) . The compressive strength of concrete is measured to ensure that the concrete satisfy the quality control. To measure the compressive strength of the concrete, cylindrical-test specimens of 0.15 x 0.30 m are prepared and stored until the concrete hardens. The whole testing procedure was carried out in laboratory test conditions following the standard codes, see [<xref ref-type="bibr" rid="B13">13</xref>-<xref ref-type="bibr" rid="B15">15</xref>].</p>
			<p>Once the concrete mixture is designed and tested. The concrete is casted in molds made off wood with cross-section 0.15 x 0.15 x 0.50 m. Every PET-thread had knots every 0.02 m to provide traction and an additional pre-tension was induced (approximately - 1 kg per thread). A cast beam-type specimen with the PET-profile matrix is shown in <xref ref-type="fig" rid="f3">Fig. 3</xref>.</p>
			<p>
				<fig id="f3">
					<label><bold>Figure 3</bold></label>
					<caption>
						<title>Beam-type specimen with PET-profiles settled in a bidirectional fiber matrix in a mesh form.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf3.jpg"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
			<p>Now, it is possible to perform bending tests in order to estimate the flexural strength of concrete beams-type specimens with loads in the thirds of their length with and without PET-profiles embedded following a unidirectional fiber matrix or a bidirectional fiber matrix in a mesh form. </p>
			<p>According with NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>], the modulus of rupture is a material property obtained to determine the flexural strength of the concrete by the bending test of a beam. There are two types of failure in terms of the rupture modulus, when the fracture is presented in the middle third of the clearing, see <xref ref-type="fig" rid="f4">Fig. 4</xref> and when the rupture is not presented within the middle third.</p>
			<p>
				<fig id="f4">
					<label><bold>Figure 4</bold></label>
					<caption>
						<title>Concrete Flexural Resistance using a simple concrete beam with load in the middle third of the clearing. NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>].</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf4.jpg"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
			<p>Therefore, on average, two beam-type specimens were casted per every test stage so that in total around 18 tests beam-type specimens were done obtaining the following results. In <xref ref-type="table" rid="t7">Table 7</xref>, the bending test results for beam-type specimens made of simple concrete are shown with loads in the thirds of their length.</p>
			<p>
				<table-wrap id="t7">
					<label><bold>Table 7</bold></label>
					<caption>
						<title>Main data obtained from Beam-type specimens made of simple concrete </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt7.jpg"/>
					<table-wrap-foot>
						<fn id="TFN7">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>In <xref ref-type="table" rid="t8">Table 8</xref> and <xref ref-type="table" rid="t9">9</xref>, the bending tests results coming from beam-type specimen whit pre-stressed PET profiles in a unidirectional and bidirectional fiber matrix are given, respectively.</p>
			<p>
				<table-wrap id="t8">
					<label><bold>Table 8</bold></label>
					<caption>
						<title>Main data obtained from Beam-type specimens made with PET-profiles placed in a unidirectional fiber matrix </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt8.jpg"/>
					<table-wrap-foot>
						<fn id="TFN8">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>
				<table-wrap id="t9">
					<label><bold>Table 9</bold></label>
					<caption>
						<title>Main data obtained from Beam-type specimens made with PET-profiles placed in a bidirectional fiber matrix (45°, <xref ref-type="fig" rid="f3">Fig. 3</xref>). </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt9.jpg"/>
					<table-wrap-foot>
						<fn id="TFN9">
							<p><bold>Source:</bold> The authors</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>The average of the maximum load capacity and deformation are obtained from beam-type specimens casted at different ages; see <xref ref-type="table" rid="t7">Tables 7</xref> to <xref ref-type="table" rid="t9">9</xref> where Fluctuated load capacity values are observed. The PET-profiles in a unidirectional and bidirectional matrix arrangement have influence in the flexural strength capacity of the beams-type specimens. In <xref ref-type="table" rid="t7">Tables 7</xref> to <xref ref-type="table" rid="t9">9</xref>, The deflection has also an considerable importance in the load capacity and modulus of rupture where a soft increment in the value are observed in beam-type specimens with PET-profiles settled in a uni and bi-directional matrix. It is because the beam-type specimens with PET-profiles can support more deflection. The influence of the PET-profiles is higher in the test specimens with a unidirectional arrangement than in a bidirectional matrix where the PET-profiles settled with a 45° angle could affect the behavior of the unidirectional PET-Profile arrangement which could work once the concrete have failed. In <xref ref-type="table" rid="t7">Tables 7</xref> to <xref ref-type="table" rid="t9">9</xref>, the rotation is estimated using the data of maximum load and deformation. It is easy to see that the PET-profiles provide a better rotation degree to the beam where, the beam-type specimens made with PET-profiles placed in a bidirectional fiber matrix placed to 45° have higher rotation and flexibility with similar flexural strength those beam-type specimens with a unidirectional fiber matrix.</p>
			<p>In <xref ref-type="table" rid="t2">Table 2</xref> is shown that a thread with 10 knots can resist a load of 135.97 N. But according to data in <xref ref-type="table" rid="t7">Tables 7</xref> to 9, it is not easy to see the contribution of tensile and flexural strength. For this reason, it is necessary to analyze the <xref ref-type="fig" rid="f5">Figs. 5</xref>-<xref ref-type="fig" rid="f7">7</xref>.</p>
			<p>In <xref ref-type="fig" rid="f5">Fig. 5</xref>, the beam specimen reaches the maximum load and after that a fragile failure is presented. That is not the case for beam specimens with unidirectional and bidirectional PET fiber matrix where, the PET profiles provides a 62-63% average resistance after the failure of concrete, see <xref ref-type="fig" rid="f6">Fig. 6</xref> and <xref ref-type="fig" rid="f7">7</xref>. In <xref ref-type="fig" rid="f7">Fig. 7</xref>, PET-profiles placed in a bidirectional matrix with 45° provide a 6.46% more compared to profiles settled in a unidirectional way. Therefore, PET-profiles settled in a bidirectional matrix with 45° provides around 69.31% more than a simple concrete beam after the fragile failure, it should be mentioned that these test specimens with PET-profiles shown a remarkable strength increase upwards compared to the profiles placed in a unidirectional way; showing a &quot;constant&quot; or linear contribution.</p>
			<p>
				<fig id="f5">
					<label><bold>Figure 5</bold></label>
					<caption>
						<title>Load-Deflection for a simple concrete beam loaded in the middle third of the clearing. NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>].</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf5.jpg"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
			<p>
				<fig id="f6">
					<label><bold>Figure 6</bold></label>
					<caption>
						<title>Load-Deflection for a beam-type made off concrete with unidirectional fiber matrix loaded in the middle third of the clearing. NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>]. </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf6.jpg"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
			<p>
				<fig id="f7">
					<label><bold>Figure 7</bold></label>
					<caption>
						<title>Load-Deflection for a beam-type made off concrete with bidirectional fiber matrix loaded in the middle third of the clearing. NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>]. </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf7.jpg"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
			<p>
				<xref ref-type="fig" rid="f5">Fig. 5</xref> shows a tests specimen with fragile failure, it is because the PET profiles are not included. In <xref ref-type="fig" rid="f6">Fig. 6</xref> and <xref ref-type="fig" rid="f7">7</xref>, the contribution of the PET profiles are working once the concrete fail. Therefore, the curves in the figures show that the tests specimen is holding strength and lead to a ductile failure.</p>
			<p>
				<xref ref-type="fig" rid="f8">Fig. 8</xref> shows that PET-profiles have the characteristic to keep the concrete fragments confined due to the action or anchoring provided by knotted PET profiles. Therefore, the PET-profiles inclusion in the concrete can be useful in structural support for road safety barrier where the car impact can spread small concrete fragments and the PET-profiles or PET-threads could keep the concrete fragments confined. Future work can be planned where impact tests and energy dissipation can be carried out, since the PET profiles has the ability to confine the concrete particles where the main objective of this project is to save the life of the road users and protect the environment.</p>
			<p>
				<fig id="f8">
					<label><bold>Figure 8</bold></label>
					<caption>
						<title>Fragments confined in a beam specimen due to the anchoring provided by knotted PET profiles placed in a bidirectional fiber matrix. </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf8.jpg"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
		</sec>
		<sec>
			<title>5. Probabilistic estimation of PET-profiles contribution</title>
			<p>In this section, a probabilistic approach is proposed to evaluate PET-Contribution in terms of capacity and failure. In <xref ref-type="table" rid="t10">Table 10</xref>, the stochastic variables are enumerated. It is worth to mention that PET contribution affects more the vicinity of flexural failure stage when these profiles are delaying the Rupture modulus (RM) while the flexural beam upper compression block is increasing (or decreasing) to balance the flexural capacity. Therefore, the rupture modulus test considers an early state during beam behavior before tension-cracking condition where it is always expected a sudden and brittle beam failure.</p>
			<p>
				<table-wrap id="t10">
					<label><bold>Table 10</bold></label>
					<caption>
						<title>Stochastic variables and models for Probabilistic simulation of PET-contribution before flexure rupture</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt10.jpg"/>
					<table-wrap-foot>
						<fn id="TFN10">
							<p><bold>Source:</bold> Taken from [<xref ref-type="bibr" rid="B12">12</xref>]</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>The values shown in <xref ref-type="table" rid="t10">Table 10</xref> are based on preliminary test studies which have been carry out in [<xref ref-type="bibr" rid="B12">12</xref>] where a modulus of rupture of 3.54MPa was obtained for a beam-type specimen made of 20MPa and beams including pre-stressed PET profiles in a unidirectional fiber matrix a modulus of rupture of 3.788MPa was estimated, which clearly is compatible with the results presented in <xref ref-type="table" rid="t7">Tables 7</xref> to <xref ref-type="bibr" rid="B9">9</xref> where Beam-type specimens with a compressive strength of 30MPa which have been tested.</p>
			<p>
				<xref ref-type="disp-formula" rid="e1">Eq. (1)</xref> is used to estimate the tension stress in the bottom fiber where rupture is taking place:</p>
			<p>
				<disp-formula id="e1">
					<graphic xlink:href="0012-7353-dyna-85-206-00162-e1.jpg"/>
				</disp-formula>
			</p>
			<p>Where <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i021.png"/> and <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i022.png"/> are the inverse Hognestad’s stress-deformation model for nonconfined concrete and simple numerical modification of Hognestad’s stress-deformation model for nullifying tension stresses in the lower part of the beam, see reference [<xref ref-type="bibr" rid="B16">16</xref>]. The first term in <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i023.png"/> is the flexural normal stress <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i024.png"/> and the last is a Young’s modulus that is calculated using a former ACI contribution [<xref ref-type="bibr" rid="B17">17</xref>]. The total weight of the specimen is considered as uncertainty. The variable <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i025.png"/> is the distance to the section fiber in which one is interested on. Thinking in the top or bottom layers, <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i026.png"/>.</p>
			<p>With the inclusion of PET-profile, the bottom stress <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i027.png"/> and top stress <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i028.png"/> may change with the hand of the stress diagram of a supposed plain remaining face. In <xref ref-type="fig" rid="f9">Fig. 9</xref>, it is shown the case 9-a where PET-profiles are not included. Also, the condition of PET embedded is considered in 9-b and 9-c. In the <xref ref-type="fig" rid="f9">Fig. 9-b</xref>, it is shown the case in which any reinforcing fibers (general case) are contributing to the tension wedge force and as a result, the compression force should increase in a manner of an area increasing. In the case of <xref ref-type="fig" rid="f9">Fig. 9-c</xref>, the condition of a reinforcing soft fiber is prevailing. In the former case, the fibers are reducing concrete area at tension wedge and hence, the tension force should increase (with an increasing of tension wedge area). Previous cases in <xref ref-type="fig" rid="f9">Fig. 9-b</xref>, <xref ref-type="fig" rid="f9">9-c</xref>, can be the cases of PET-profiles. The diverse behavior depends directly on the Young’s modulus of PET-profiles as theory is describing but also any initial pre-tensioning of PET-fibers (as is the case) according the PET variety and conditions.</p>
			<p>
				<fig id="f9">
					<label><bold>Figure 9</bold></label>
					<caption>
						<title>Effects of PET-profiles. (a) Stress diagram without PET-profiles. (b) Stress diagram with PET-profile and increasing of compression wedge area. (c) Stress diagram with PET-profile and decreasing of compression wedge area.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf9.png"/>
					<attrib><bold>Source:</bold> [<xref ref-type="bibr" rid="B12">12</xref>]</attrib>
				</fig>
			</p>
			<p>Assuming the behavior in <xref ref-type="fig" rid="f9">Fig. 9-b</xref>, the PET contribution may be positive for increasing RM or generating cases where <sub>
 <sup>
 <italic>σb</italic>
</sup> 
</sub> is less than <sub>
 <sup>
 <italic>σt</italic>
</sup> 
</sub> . The experimental data of the beams in this work, confirm this belief. In order to include in the <xref ref-type="disp-formula" rid="e1">eq. (1)</xref> with the variation of <sub>
 <sup>
 <italic>df</italic>
</sup> 
</sub> and using:</p>
			<p>
				<disp-formula id="e2">
					<graphic xlink:href="0012-7353-dyna-85-206-00162-e2.png"/>
				</disp-formula>
			</p>
			<p>where c is the compression wedge depth, <sub>
 <sup>
 <italic>FC</italic>
</sup> 
</sub> is the Compression resulting force, <sub>
 <sup>
 <italic>fi</italic>
</sup> 
</sub> is the fiber force, <italic>b</italic> is the cross-sectional base and <sub>
 <sup>
 <italic>σb</italic>
</sup> 
</sub> is the bottom tension stress. The signs ± are referring to soft-fibers (+, sign) and acting-fibers (-, sign), respectively. Using the <xref ref-type="disp-formula" rid="e2">eq. (2)</xref>, it is possible to calculate (1) and estimate the modification of the stress profile. When the <xref ref-type="disp-formula" rid="e1">eq. (1)</xref> is modified by <xref ref-type="disp-formula" rid="e2">(2)</xref>, it is possible to simulate by Monte Carlo technique and then find the positive or negative contribution of the PET-profile.</p>
			<p>The limit state equation can be described by:</p>
			<p>
				<disp-formula id="e3">
					<graphic xlink:href="0012-7353-dyna-85-206-00162-e3.png"/>
				</disp-formula>
			</p>
			<p>where <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i032.png"/> is the vector of stochastic and deterministic parameter shown in <xref ref-type="table" rid="t10">Table 10</xref> and <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i033.png"/> is the stochastic variable representing the maximum tension stress at the bottom line of the cross section and <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i034.png"/> is the bottom stress calculated with <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i035.png"/> using the <xref ref-type="disp-formula" rid="e3">eq. (3)</xref> as <inline-graphic xlink:href="0012-7353-dyna-85-206-00162-i036.png"/>. </p>
		</sec>
		<sec sec-type="cases">
			<title>6. Application case</title>
			<p>In <xref ref-type="table" rid="t11">Table 11</xref>, the results are shown which they basically address the tests made in beam-type specimens with simple concrete (f'c=20 MPa), where two different molds were used: a conventional 0.15 x 0.15 x 0.45 m and other with 18 holes to introduce the PET-profiles which have been carry out in [<xref ref-type="bibr" rid="B12">12</xref>].</p>
			<p>
				<table-wrap id="t11">
					<label><bold>Table 11</bold></label>
					<caption>
						<title>Reliability results for beam specimen made of 20MPa</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gt11.jpg"/>
					<table-wrap-foot>
						<fn id="TFN11">
							<p><bold>Source:</bold> Taken from [<xref ref-type="bibr" rid="B12">12</xref>]</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>From <xref ref-type="table" rid="t11">Table 11</xref>, it is possible to see an increase of reliability (β) for specific values of P, coming from expected forces for particular compressive strength of concrete in specific tested beams. And also low reliability β-values are referring to the tension cracking condition from the fact that this condition is not preventable. However, it is more important to be concentrated in the difference between beam’s reliability indexes (<bold>β</bold>) with and without PET-profiles. The differences are mainly what this work is about.</p>
			<p>In this paper, the tests are made in beam-type specimens with simple concrete (f'c=30MPa). This is done mainly for structural applications mainly for a Highway Safety barrier prototype complying with the standard code &quot;NMX-C-159-ONNCCE-2004&quot; [<xref ref-type="bibr" rid="B13">13</xref>], where two different molds were used: a conventional 0.15 x 0.15 x 0.50 m and other with 55 holes to introduce the PET-profiles in a matrix with 5 layers with 11 threads every layer. Every PET-thread had knots every 0.02 m to provide traction and an additional pre-tensioning was induced (approximately 1 kg per thread). Beam-test specimens without PET-profiles has a Rupture modulus in average equal to 3.60MPa and Beam-type specimens made with PET-profiles placed in a unidirectional fiber matrix has an estimated Rupture Modulus around 5.54MPa (see <xref ref-type="table" rid="t8">Table 8</xref>) and 3.90MPa with PET-profiles placed in a bidirectional fiber matrix (45°, <xref ref-type="table" rid="t9">Table 9</xref>). </p>
			<p>National Road Accident Statistics is widely addressed in [<xref ref-type="bibr" rid="B18">18</xref>]. In fact, injuries caused by traffic accidents are still among the ten leading causes of death in Mexico, in 2014, 15,886 deaths were registered. Therefore, a rate of 13.3 deaths per 100 thousand inhabitants is estimated. According with above, the possibility of a car accident is high and should be taken into account carefully.</p>
		</sec>
		<sec>
			<title>7. Highway safety barrier prototype</title>
			<p>Car accidents are presented due to various conditions and it is easy that the vehicles lose their trajectory causing accidents that endanger the lives of passengers and other road users. For this reason, the development of new technologies in this area is important. In consequence, road safety barriers are installed and designed in accordance with strict technical criteria, in order to achieve maximum efficiency avoiding major damage to road users. Highways have mostly road safety barriers dividing the main lanes. Due to the above, PET profiles can be added to the safety barriers potentializing considerably the PET recycling. </p>
			<p>Safety barriers with PET-profiles matrix is an initial prototype as a proposal that need to be studied in detail, see <xref ref-type="fig" rid="f10">Fig. 10</xref> and <xref ref-type="fig" rid="f11">11</xref>. The initial model has PET-profiles placed in a bidirectional matrix where PET-profiles are settled with 0.15 m between each one following the vertical direction of the cross section, this arrangement is an initial purpose thinking in easy enabled and placed inside the mold of the safety barrier. For future investigations, it is recommended to conduct impact studies to determine the effectiveness of the proposed model and determine the release of energy as presented in the prototype. Therefore, the PET-profiles inclusion in the concrete can be useful in structural support for road safety barrier where the car impact can spread small concrete fragments and the PET-profiles or PET-threads could keep the concrete fragments confined.</p>
			<p>
				<fig id="f10">
					<label><bold>Figure 10</bold></label>
					<caption>
						<title>Pure bending device built according to the NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>] standard.</title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf10.png"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
			<p>
				<fig id="f11">
					<label><bold>Figure 11</bold></label>
					<caption>
						<title>Pure bending device built according to the NMX-C-191-ONNCCE [<xref ref-type="bibr" rid="B15">15</xref>] standard. </title>
					</caption>
					<graphic xlink:href="0012-7353-dyna-85-206-00162-gf11.png"/>
					<attrib><bold>Source:</bold> The authors</attrib>
				</fig>
			</p>
		</sec>
		<sec sec-type="conclusions">
			<title>8. Conclusions</title>
			<p>Green building is the opportunity to reuse toxic products and developed new building techniques in such a way that polluting products can be integrated into useful building elements that can even improve the building processes and also contribute to the mechanical properties of the structural elements. Therefore, this paper is an initial addressing PET-profiles reinforcing for failure structural states. In fact, it is presented experimental tests of a PET-profile matrix as tension reinforcement of beams made of concrete under pure flexural test. It was shown that PET-profiles used in unidirectional and bidirectional fiber matrix with soft pre-tensioned condition could have advantages in structural members in some precise applications, as for instance members impose to impact such as road safety barriers implemented in the highway infrastructure where PET-profiles inclusion in the concrete can be useful in structural support when a car impact can spread small concrete fragments and the PET-profiles or PET-threads could keep the concrete fragments confined and also the PET-fibers can be helpful in the vicinity of cracking failure condition, having three main aspects: a subtle increasing rupture modulus, crack mitigating in the failure plane and providing an additional plastic PET-capacity after failure. From the structural reliability perspective, PET-threads have influence, rising the reliability levels for expected forces for a particular compressive strength of structural members. It is worth to say that the stochastic model match properly with the experimental test.</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>Acknowledgements</title>
			<p>The authors acknowledge the support of Program for Professional Teacher Development, for the Higher Type (PRODEP) through the project called <bold>SA/103.5/16/10438 /PTC-835.</bold> The authors want to make a special thanks to the students Sergio Jesús López-Castañeda, José Melesio Sánchez-Morales, Abelardo Molohua-Texoco due to the valuable help and effort by carrying out the laboratory tests</p>
		</ack>
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		<fn-group>
			<fn fn-type="other" id="fn0">
				<label>How to cite:</label>
				<p> Márquez-Domínguez, S., Mejía-Sánchez, E., Arenzano-Altai, J.A., Martínez-Guevara, G.O. and Tolentino, D., Soft Pre-stressed PET profiles as reinforcing fibers in structural elements made of concrete. DYNA, 85(206), pp. 162-170, September, 2018.</p>
			</fn>
		</fn-group>
		<fn-group>
			<fn fn-type="other" id="fn1">
				<label>S. Márquez-Dominguez,</label>
				<p> received the BSc. Eng in Civil Engineering in 2004 by the Universidad Veracruzana, the MSc. degree in Engineering in 2006 from Universidad Nacional Autónoma de Mexico (UNAM), both in Mexico and the PhD degree in Civil Engineering in 2013 from Aalborg University in Denmark. From 2013 to 2014, he worked as a full professor in civil engineering in Universidad de Guanajuato, Mexico and since 2014, he is a full professor in the Civil Engineering Department, Facultad de Ingeniería, Universidad Veracruzana; Mexico. His research interests include: structural reliability, materials and sustainable construction or green building as an opportunity to reuse toxic products and developed new building techniques. ORCID: 0000-0002-4864-3238</p>
			</fn>
			<fn fn-type="other" id="fn2">
				<label>E. Mejía-Sánchez,</label>
				<p> received the BSc. Eng in Electromechanical Engineering in 2001 by the Instituto Tecnológico de Apizaco, the MSc. degree in Mechanical Engineering in 2004 from Centro Nacional de Investigación y Desarrollo Tecnológico (CENIDET) and the PhD degree in Engineering and Applied Sciences in 2010 from Universidad Autónoma del Estado de Morelos, all in Mexico. From 2001 to 2009, he worked as a full professor in Mechanical Engineering in Universidad Tecnológica Emiliano Zapata (UTEZ), Morelos, Mexico and since 2009, he is a full professor in the Mechanical Engineering Department, Facultad de Ingeniería, Universidad Veracruzana. His research interests include: materials and sustainable construction. ORCID: 0000-0002-9806-6141</p>
			</fn>
			<fn fn-type="other" id="fn3">
				<label>J.A. Arenzano-Altaif,</label>
				<p> Completed his BSc. degree in Industrial Engineering in 1998 and a MSc. degree in Industrial Engineering in 2004, both at Instituto Tecnologico de Orizaba, also completed a Doctorate in Engineering in 2017 at Universidad Veracruzana. He is currently full time professor at the Faculty of Engineering, campus Cd. Mendoza, of Universidad Veracruzana. His research works include advanced materials in the area of polymers. ORCID: 0000-0001-5201-1527</p>
			</fn>
			<fn fn-type="other" id="fn4">
				<label>G.O. Martinez-Guevara,</label>
				<p> received the BSc. Eng in Civil Engineering in 2004 by the Technological Institute of Tehuacan, the MSc. of Applied Engineering in 2015 from Universidad Veracruzana, both in Mexico. And since 2011, he is a full professor in Facultad de Ingeniería, Universidad Veracruzana in the Engineering Department and responsible for the laboratory of soil and materials mechanics. His research interests include: technology in materials, as an opportunity to implement the use of materials in new technologies. ORCID: 0000-0002-8040-9097</p>
			</fn>
			<fn fn-type="other" id="fn5">
				<label>D. Tolentino,</label>
				<p> completed his BSc. in Civil Engineering at Instituto Politécnico Nacional in 2007, a MSc. in Engineering in 2009 and a PhD in Engineering in 2013 all of them at Universidad Nacional Autónoma de Mexico. He is currently professor at the Seccion de Estudios de Posgrado e Investigación of the Escuela Superior de Ingeniería y Arquitectura Unidad Zacatenco at the Instituto Politécnico Nacional. He is an expert in structural reliability and optimization. ORCID: 0000-0003-3930-3562</p>
			</fn>
		</fn-group>
	</back>
</article>