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<article article-type="research-article" dtd-version="1.1" specific-use="sps-1.9" 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>
			<issn pub-type="epub">2346-2183</issn>
			<publisher>
				<publisher-name>Universidad Nacional de Colombia</publisher-name>
			</publisher>
		</journal-meta>
		<article-meta>
			<article-id pub-id-type="doi">10.15446/dyna.v91n231.109040</article-id>
			<article-categories>
				<subj-group subj-group-type="heading">
					<subject>Articles</subject>
				</subj-group>
			</article-categories>
			<title-group>
				<article-title>Use of steel slag to improve the mechanical properties of subgrades in clayey soils</article-title>
				<trans-title-group xml:lang="es">
					<trans-title>Uso de escoria de acero para mejorar las propiedades mecánicas de las subrasantes en suelos arcillosos</trans-title>
				</trans-title-group>
			</title-group>
			<contrib-group>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0009-0004-6973-8115</contrib-id>
					<name>
						<surname>Llatas-Contreras</surname>
						<given-names>Jhamir A.</given-names>
					</name>
					<xref ref-type="aff" rid="aff1"><sup>a</sup></xref>
				</contrib>
				<contrib contrib-type="author">
					<contrib-id contrib-id-type="orcid">0000-0003-2638-0593</contrib-id>
					<name>
						<surname>Ruiz-Pico</surname>
						<given-names>Ángel A.</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"> Faculty of Engineering, Professional School of Environmental Civil Engineering, Santo Toribio de Mogrovejo University, Chiclayo, Peru. jhamir_17_07@hotmail.com </institution>
				<institution content-type="orgname">Santo Toribio de Mogrovejo University</institution>
				<addr-line>
					<city>Chiclayo</city>
				</addr-line>
				<country country="PE">Peru</country>
			</aff>
			<aff id="aff2">
				<label>b</label>
				<institution content-type="original"> Faculty of Engineering, Professional School of Environmental Civil Engineering, Santo Toribio de Mogrovejo University, Chiclayo, Peru. aaruizpico@gmail.com </institution>
				<institution content-type="orgdiv1">Faculty of Engineering</institution>
				<institution content-type="orgname">Santo Toribio de Mogrovejo University</institution>
				<addr-line>
					<city>Chiclayo</city>
				</addr-line>
				<country country="PE">Peru</country>
			</aff>
			<pub-date date-type="pub" publication-format="electronic">
				<day>20</day>
				<month>02</month>
				<year>2024</year>
			</pub-date>
			<pub-date date-type="collection" publication-format="electronic">
				<season>Jan-Mar</season>
				<year>2024</year>
			</pub-date>
			<volume>91</volume>
			<issue>231</issue>
			<fpage>128</fpage>
			<lpage>134</lpage>
			<history>
				<date date-type="received">
					<day>21</day>
					<month>05</month>
					<year>2023</year>
				</date>
				<date date-type="rev-recd">
					<day>19</day>
					<month>02</month>
					<year>2024</year>
				</date>
				<date date-type="accepted">
					<day>20</day>
					<month>02</month>
					<year>2024</year>
				</date>
			</history>
			<permissions>
				<license license-type="open-access" xlink:href="https://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>Large quantities of steel slag are generated annually throughout the world. Some slag from steel manufacturing is reused in the generation of other materials, such as hot mix asphalt aggregate, pipe filling, concrete, among others. The research aims to enrich the mechanical characteristics of soils and minimize road construction costs. The objective of this research is to find a material that increases the mechanical properties of the subgrade in clay soils with different plasticity indices using Electric Arc Furnace Slag (EAF) in percentages: 5%, 15% and 25% of the weight of the soil. From the tests carried out on the soil samples using parameters, it was possible to classify them by the Unified Soil Classification System (USCS) and also by the American Association of Highway Transportation (AASHTO) as low and high clays. plasticity. When testing the samples in their natural state and the samples with EAF, results were obtained that showed an improvement in the physical and mechanical properties of the clay soils with the addition of EAF, increasing the values of the Bearing Capacity Ratio (CBR) and the maximum dry density. of the clay soil as the percentage of HAE in the mixture increased. The optimal HAE addition content corresponds to 25% of the weight of the soil.</p>
			</abstract>
			<trans-abstract xml:lang="es">
				<title>Resumen</title>
				<p>Grandes cantidades de escoria de acero se generan anualmente en todo el mundo. Parte de la escoria de la fabricación de acero se reutiliza en la generación de otros materiales, como agregado asfáltico en mezclas calientes, relleno de tuberías, hormigón, entre otros. La investigación se centra en enriquecer las características mecánicas de los suelos y minimizar los costos de construcción de carreteras. El objetivo de esta investigación es encontrar un material que aumente las propiedades mecánicas de la subsección en suelos arcillosos con diferentes índices de plasticidad utilizando Escoria de Horno de Arco Eléctrico (EAF) en porcentajes: 5%, 15% y 25% del peso del suelo. A partir de las pruebas realizadas en las muestras de suelo utilizando parámetros, fue posible clasificarlas según el Sistema de Clasificación de Suelos Unificado (USCS) y también según el estado natural de la Asociación Americana de Oficiales de Transporte de Carreteras (AASHTO) como arcillas de baja y alta plasticidad. Al probar las muestras en su estado natural y las muestras con EAF, se obtuvieron resultados que mostraron una mejora en las propiedades físicas y mecánicas de los suelos arcillosos con la adición de EAF, aumentando los valores del Índice de Capacidad de Soporte (CBR) y la densidad máxima seca del suelo arcilloso a medida que aumentaba el porcentaje de EAF en la mezcla. El contenido óptimo de adición de EAF corresponde al 25% del peso del suelo.</p>
			</trans-abstract>
			<kwd-group xml:lang="en">
				<title>Keywords:</title>
				<kwd>clay soils</kwd>
				<kwd>EAF slag</kwd>
				<kwd>stabilization</kwd>
				<kwd>maximum dry density</kwd>
				<kwd>CBR</kwd>
			</kwd-group>
			<kwd-group xml:lang="es">
				<title>Palabras clave:</title>
				<kwd>suelos arcillosos</kwd>
				<kwd>escoria de EAF</kwd>
				<kwd>subrasante</kwd>
				<kwd>estabilización</kwd>
				<kwd>CBR</kwd>
				<kwd>densidad máxima seca</kwd>
			</kwd-group>
			<counts>
				<fig-count count="8"/>
				<table-count count="7"/>
				<equation-count count="0"/>
				<ref-count count="34"/>
				<page-count count="7"/>
			</counts>
		</article-meta>
	</front>
	<body>
		<p>
			<table-wrap id="t7">
				<label>Notation</label>
				<table>
					<colgroup>
						<col/>
						<col/>
					</colgroup>
					<tbody>
						<tr>
							<td align="left">EAF</td>
							<td align="left">electric arc furnace slag</td>
						</tr>
						<tr>
							<td align="left">MDD</td>
							<td align="left">Maximum dry density</td>
						</tr>
						<tr>
							<td align="left">CBR</td>
							<td align="left">California Bearing Ratio</td>
						</tr>
						<tr>
							<td align="left">PI</td>
							<td align="left">Plasticity index</td>
						</tr>
						<tr>
							<td align="left">LL</td>
							<td align="left">Liquid limit</td>
						</tr>
						<tr>
							<td align="left">PL</td>
							<td align="left">plastic limit</td>
						</tr>
						<tr>
							<td align="left">C-1</td>
							<td align="left">Sample Calicata clay soil 1</td>
						</tr>
						<tr>
							<td align="left">C-2</td>
							<td align="left">Calicata sample clay soil 2</td>
						</tr>
						<tr>
							<td align="left">C-3</td>
							<td align="left">Calicata sample clay soil 3</td>
						</tr>
					</tbody>
				</table>
			</table-wrap>
		</p>
		<sec sec-type="intro">
			<title>1. Introduction</title>
			<p>More than 1,951 million tons of crude steel have been produced globally in 2021 [<xref ref-type="bibr" rid="B28">28</xref>]. The manufacturing of this product generates a waste called “slag” that causes environmental problems [<xref ref-type="bibr" rid="B9">9</xref>], due to limitations in recycling [<xref ref-type="bibr" rid="B30">30</xref>].</p>
			<p>In these last two decades there has been a growth in interest in the use of new materials in the construction industry (Rondon et al.,2018). Therefore, several studies have been carried out on the use of industrial waste in civil applications as an option for construction materials that can become less expensive and environmentally friendly and at the same time improve the physical and mechanical properties of the final result [<xref ref-type="bibr" rid="B21">21</xref>]. These residues can be used as replacement for soil and subgrade improvement of road pavement [<xref ref-type="bibr" rid="B21">21</xref>].</p>
			<p>The subgrade is usually made up of natural soil, such as expansive clays. The clay material has characteristics that can be negative at the time of construction, such as: high potential for expansion and contraction, low load capacity and, finally, high compressibility; putting the age and performance of the pavement structure at great risk [<xref ref-type="bibr" rid="B24">24</xref>]. Therefore, it is important to make improvements to this type of soil, either with the incorporation of conventional or reusable materials (Shriful et al.,2022).</p>
			<p>The stabilization of problematic soils with reusable byproducts is one of the most used procedures for the enrichment of their physical and mechanical characteristics [<xref ref-type="bibr" rid="B27">27</xref>]. This has increased the bearing capacity, increasing the mechanical resistance of the soil, the compressibility, durability and plasticity of the clay soil [<xref ref-type="bibr" rid="B22">22</xref>]. Many alternatives have been proposed as reusable industrial materials, from fly ash, silt, red mud [<xref ref-type="bibr" rid="B22">22</xref>]; including steel slag, the latter being the object of study for the stabilization of this investigation. The reuse of these slags would help in the elimination of these wastes and in reducing the excessive use of natural resources [<xref ref-type="bibr" rid="B9">9</xref>]. For Shalabi et al (2016), by using different percentages of added steel slag (0%, 15% and 30%), they demonstrate that, by increasing the steel content in clay soils, its CBR value increases and free swelling decreases., this is why in this research a slag with different granulometry used in the research mentioned above and with different concentrations is used to determine if there is an improvement</p>
			<p>This research is carried out with the objective of using steel slag in percentages of 5%, 15% and 25% depending on the weight of the soil, to improve the mechanical properties of subgrades in clay soils with different plasticity indices. For this, laboratory tests such as Modified Proctor and CBR will be carried out on three different samples of clay soils from the district of Chiclayo, Peru. Likewise, the maximum dry density (MDD) and the bearing capacity (CBR) will be determined for the three types of soil in their natural state and then for the soil with the additions in different percentages.</p>
		</sec>
		<sec sec-type="methods">
			<title>2. Methodology</title>
			<sec>
				<title>2.1. Phase 1. Characteristics of the EAF</title>
				<p>For the investigation it was necessary to obtain samples of waste from the steel industry. The slag came from the steel company SIDERPERÚ. The type of material used was Electric Arc Furnace Slag (EAF) with an average particle size of 1/2” as shown in <xref ref-type="fig" rid="f1">Fig. 1</xref>. Finally, four bags of this material were obtained, with a total of 30 kilos each bag.</p>
				<p>
					<fig id="f1">
						<label>Figure 1</label>
						<caption>
							<title>SIDERPERU steel slags.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf1.jpg"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
				<p>Chemical composition of EAF</p>
				<p>The chemical components of slag are affected by various factors, such as the type of material (scrap) that is melted, handling processes, operating variables and cooling rate (Guevara, 2022). <xref ref-type="table" rid="t1">Table 1</xref> shows the percentages of the different chemical components present in the SIDERPERU slag.</p>
				<p>
					<table-wrap id="t1">
						<label>Table 1</label>
						<caption>
							<title>Chemical composition of steelmaking slag (SIDERPERÚ, 2019)</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col span="2"/>
								<col span="2"/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">Type of slag</th>
									<th align="center" colspan="2">%Oxides</th>
									<th align="center" colspan="2">% Metals </th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left" rowspan="6">Over , A, B, C</td>
									<td align="left">At <sub>2</sub> or <sub>3</sub></td>
									<td align="left">6.52</td>
									<td align="left">Ace</td>
									<td align="left">0.00089</td>
								</tr>
								<tr>
									<td align="left">CaO</td>
									<td align="left">21.58</td>
									<td align="left">CD</td>
									<td align="left">0.00005</td>
								</tr>
								<tr>
									<td align="left">Ugly</td>
									<td align="left">30.40</td>
									<td align="left">Cr</td>
									<td align="left">0.11</td>
								</tr>
								<tr>
									<td align="left">MnO</td>
									<td align="left">6.14</td>
									<td align="left">Hg</td>
									<td align="left">0.00027</td>
								</tr>
								<tr>
									<td align="left">MgO</td>
									<td align="left">10.62</td>
									<td align="left">Pb</td>
									<td align="left">0.009</td>
								</tr>
								<tr>
									<td align="left">SiO <sub>2</sub></td>
									<td align="left">15.81</td>
									<td align="left">Zn</td>
									<td align="left">0.03</td>
								</tr>
								<tr>
									<td align="left" rowspan="5">Fine</td>
									<td align="left">At <sub>2</sub> or <sub>3</sub></td>
									<td align="left">6.04</td>
									<td align="left">-</td>
									<td align="left">-</td>
								</tr>
								<tr>
									<td align="left">CaO</td>
									<td align="left">29.60</td>
									<td align="left">-</td>
									<td align="left">-</td>
								</tr>
								<tr>
									<td align="left">Ugly</td>
									<td align="left">20.10</td>
									<td align="left">-</td>
									<td align="left"> </td>
								</tr>
								<tr>
									<td align="left">MnO</td>
									<td align="left">4.53</td>
									<td align="left">-</td>
									<td align="left">-</td>
								</tr>
								<tr>
									<td align="left">MgO</td>
									<td align="left">10.50</td>
									<td align="left">-</td>
									<td align="left">-</td>
								</tr>
								<tr>
									<td align="left">SiO <sub>2</sub></td>
									<td align="left">15.05</td>
									<td align="left">-</td>
									<td align="left">-</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN1">
								<p>Source: SIDERPERU company, 2016</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
			</sec>
			<sec>
				<title>2.2. Phase 2. Collection of clay soil samples</title>
				<p>Clay soil samples were extracted from the excavation of 3 wells. They are called &quot;sample in its natural state.&quot; The excavation was carried out at a depth of 1.50 m. Three bags of soil of approximately 80 kilograms each were obtained from each test pit.</p>
			</sec>
			<sec>
				<title>2.3. Phase 3. Characteristics of the laboratory samples</title>
				<p>
					<list list-type="bullet">
						<list-item>
							<p>Physical properties of the sample in its natural state.</p>
						</list-item>
					</list>
				</p>
				<p>Laboratory tests were carried out to determine the physical characteristics of the three samples in their natural state. These were carried out at the Santo Toribio University of Mogrovejo. Within this, the following was determined: granulometric analysis, moisture content, Atterberg limits; and with these data determine the plasticity index of the samples in their natural state. All found according to MTC E 109 of MTC Materials Manual Testing.</p>
				<p>
					<list list-type="bullet">
						<list-item>
							<p>First the water content was determined.</p>
						</list-item>
						<list-item>
							<p>Then a granulometric analysis was carried out, this would determine what type of soil would be used by the USCS and AASHTO.</p>
						</list-item>
						<list-item>
							<p>To calculate the liquid limit (LL), the sample was first mixed in a plastic container to properly homogenize it before carrying out the test. After this preparation, the resulting paste was placed in the Casa Grande glass, covering its entire surface. Using a groover, the sample was divided to begin the tapping process, following the guidelines established in the test method following the natural state given in ASTM D4318-05.</p>
						</list-item>
						<list-item>
							<p>To determine the plastic limit (LP), a small portion of the previously homogenized container was extracted where its humidity was ideal to be able to form small bars with the soil with an approximate diameter of 3.2 mm as shown in <xref ref-type="fig" rid="f2">Fig. 2</xref>, that will be necessary to make the present essay. The guidelines and parameters indicated in the ASTM D4318-05 standard were followed.</p>
						</list-item>
						<list-item>
							<p>After finding the LL and PL values of each of the samples, the IP was calculated, using the following formula described by ASTM D4318-05.</p>
						</list-item>
					</list>
				</p>
				<p>
					<fig id="f2">
						<label>Figure 2</label>
						<caption>
							<title>3.2 mm thick bars to determine the PL of C-3 clay soil samples.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf2.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
				<p>IP=LL-LP</p>
				<p>
					<list list-type="bullet">
						<list-item>
							<p>Mechanical properties of the sample in its natural state.</p>
						</list-item>
					</list>
				</p>
				<p>To evaluate the mechanical properties of the samples, the Modified Proctor and CBR tests were carried out, which were carried out following the procedure described below:</p>
				<p>A total of 5000 grams of soil from each of the extracted samples (C-1, C-2, C-3) were weighed, the slag from the Electric Arc Furnace (EAF) was also weighed to add them in the percentages of 5%, 15% and 25%, both materials were placed together in an airtight bag to store them until the time of testing.</p>
				<p>
					<list list-type="alpha-lower">
						<list-item>
							<p>Using the modified Proctor test, the MDD and the optimal moisture content of the 3 samples were determined without addition and with the addition of slag. The method used in this test was method A as indicated in the MTC Materials Testing Manual, because the material of each of the samples passed through the No. 4 sieve and there was no retention, using the mold with a diameter of 4 inches with a total of 25 strokes per layer.</p>
						</list-item>
						<list-item>
							<p>To carry out the CBR test and determine the resistant capacity of the soil as a subgrade, the following had to be carried out: the compaction of the clay sample in the CBR molds, the measurement of the expansion for a period of 4 days of each of the samples submerged in water. Subsequently, the penetration test was carried out on the samples in their natural state and with the addition of EAF.</p>
						</list-item>
					</list>
				</p>
			</sec>
		</sec>
		<sec sec-type="results">
			<title>3. Results</title>
			<sec>
				<title>3.1. Clay soils in their natural state</title>
				<p>The results of the physical characteristics of the three samples in their natural state were obtained he following results in <xref ref-type="table" rid="t2">Table 2</xref>.</p>
				<p>
					<table-wrap id="t2">
						<label>Table 2</label>
						<caption>
							<title>Results of physical properties of samples in the natural state C-1, C-2 and C-3.</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">Samples</th>
									<th align="center">C-1</th>
									<th align="center">C-2</th>
									<th align="center">C-3</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="left">% water content</td>
									<td align="center">19.92</td>
									<td align="center">20.96</td>
									<td align="center">19.71</td>
								</tr>
								<tr>
									<td align="left">L.L.</td>
									<td align="center">43.72</td>
									<td align="center">51.28</td>
									<td align="center">45.13</td>
								</tr>
								<tr>
									<td align="left">LP</td>
									<td align="center">20.18</td>
									<td align="center">22.83</td>
									<td align="center">20.47</td>
								</tr>
								<tr>
									<td align="left">IP</td>
									<td align="center">23.54</td>
									<td align="center">28.45</td>
									<td align="center">24.66</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN2">
								<p>Source: self-made</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>In addition, the soil samples were classified by the USCS and AASHTO System, as can be seen in <xref ref-type="table" rid="t3">Table 3</xref>.</p>
				<p>
					<table-wrap id="t3">
						<label>Table 3</label>
						<caption>
							<title>Soil type classification using the USCS and AASHTO Systems.</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col span="2"/>
								<col span="2"/>
							</colgroup>
							<thead>
								<tr>
									<th align="center" rowspan="2">Sample</th>
									<th align="center" colspan="2">SUCS Classification </th>
									<th align="center" colspan="2">AASHTO Classification </th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">Symbol</td>
									<td align="center">Composition</td>
									<td align="center">Group</td>
									<td align="center">Symbol</td>
								</tr>
								<tr>
									<td align="center">C-1</td>
									<td align="center">CL</td>
									<td align="center">Low plasticity clay of sand</td>
									<td align="center">A-7-6 (14)</td>
									<td align="center">Clay soil of oor quality</td>
								</tr>
								<tr>
									<td align="center">C-2</td>
									<td align="center">CH</td>
									<td align="center">High plasticity clay with sand</td>
									<td align="center">A-7-6 (18)</td>
									<td align="center">Clay soil of poor quality</td>
								</tr>
								<tr>
									<td align="center">C-3</td>
									<td align="center">CL</td>
									<td align="center">Low plasticity clay of sand</td>
									<td align="center">A-7-6 (15)</td>
									<td align="center">Clay soil of oor quality</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN3">
								<p>Source: self-made</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>In the tests to determine the mechanical properties, the maximum dry density, the optimal water content and its CBR were obtained, obtaining the following results in <xref ref-type="table" rid="t4">Table 4</xref>.</p>
				<p>
					<table-wrap id="t4">
						<label>Table 4</label>
						<caption>
							<title>Summary of mechanical property tests of samples in their natural state.</title>
						</caption>
						<table>
							<colgroup>
								<col/>
								<col/>
								<col/>
								<col/>
								<col/>
							</colgroup>
							<thead>
								<tr>
									<th align="center">Properties</th>
									<th align="center">C-1</th>
									<th align="center">C-2</th>
									<th align="center">C-3</th>
									<th align="center">You</th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center">MDD 95%</td>
									<td align="center">1,701</td>
									<td align="center">1,729</td>
									<td align="center">1,682</td>
									<td align="center">g/cm4</td>
								</tr>
								<tr>
									<td align="center">Optimum toilet content</td>
									<td align="center">17</td>
									<td align="center">16.4</td>
									<td align="center">18.65</td>
									<td align="center">%</td>
								</tr>
								<tr>
									<td align="center">CBR at 100% MDD at 2.54 cm</td>
									<td align="center">5</td>
									<td align="center">4</td>
									<td align="center">3</td>
									<td align="center">%</td>
								</tr>
								<tr>
									<td align="center">CBR at 95% MDD up to 2.54 cm</td>
									<td align="center">4</td>
									<td align="center">3</td>
									<td align="center">3</td>
									<td align="center">%</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN4">
								<p>Source: self-made</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>
					<xref ref-type="fig" rid="f3">Fig. 3</xref> shows the Modified Proctor curves of sample 3 in its natural state, relating the dry density to the optimal moisture content.</p>
				<p>
					<fig id="f3">
						<label>Figure 3</label>
						<caption>
							<title>Modified Proctor plot of samples C-1, C-2 and C-3.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf3.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
				<p>For <xref ref-type="fig" rid="f4">Fig. 4</xref>, the CBR results can be compared with the 95% and 100% of the three different natural state samples.</p>
				<p>
					<fig id="f4">
						<label>Figure 4</label>
						<caption>
							<title>CBR at 1 inch (2.54 cm) penetration of raw samples C-1, C-2, and C-3.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf4.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
			</sec>
			<sec>
				<title>3.2. Clay soils with HAE</title>
				<p>Maximum dry density</p>
				<p>Below are the results to obtain the maximum dry density with the optimal moisture content for the experimental group by adding Electric Arc Furnace Slag in the doses of 5%, 15% and 25%.</p>
				<p>
					<xref ref-type="fig" rid="f5">Fig. 5</xref> shows the Modified Proctor curves of C-1 with the addition of HAE slags in percentages of 5%, 15 and 25%, relating the dry density to the optimal moisture content, also showing the behavior of C-1. sample in natural state.</p>
				<p>
					<fig id="f5">
						<label>Figure 5</label>
						<caption>
							<title>Modified Portfolio Graph of sample C-1 with addition of steel slag.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf5.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
				<p>
					<xref ref-type="fig" rid="f6">Fig. 6</xref> shows the Modified Proctor curves of C-2 with the addition of HAE slags in percentages of 5%, 15 and 25%, relating the dry density to the optimal water content.</p>
				<p>
					<fig id="f6">
						<label>Figure 6</label>
						<caption>
							<title>Modified Proctor plot of sample C-2 with addition of steel slag.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf6.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
				<p>And, finally, in <xref ref-type="fig" rid="f7">Fig. 7</xref>, the Modified Proctor curves of C-3 are observed with the addition of EAF Slags in percentages of 5%, 15 and 25%, relating the dry density to the optimal water content.</p>
				<p>
					<fig id="f7">
						<label>Figure 7</label>
						<caption>
							<title>Modified Portfolio Graph of sample C-3 with addition of steel slag.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf7.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
				<p>Resistant capacity as subgrade by CBR</p>
				<p>From the CBR test, the results are shown in <xref ref-type="table" rid="t5">Table 5</xref> for the different clay soil samples with the addition of 5%, 15% and 25% HAE.</p>
				<p>
					<table-wrap id="t5">
						<label>Table 5</label>
						<caption>
							<title>Maximum dry density and optimal moisture content of the experimental group of samples with addition.</title>
						</caption>
						<table>
							<colgroup>
								<col span="4"/>
							</colgroup>
							<thead>
								<tr>
									<th align="center" colspan="4">Maximum dry density and optimum toilet content </th>
								</tr>
								<tr>
									<th align="center"><italic>Samples</italic></th>
									<th align="center"><italic>% Addition of EAF slag</italic></th>
									<th align="center"><italic>Maximum dry density (g/cm3)</italic></th>
									<th align="center"><italic>Optimal Water Content (%)</italic></th>
								</tr>
							</thead>
							<tbody>
								<tr>
									<td align="center" rowspan="3">C-1</td>
									<td align="center">5</td>
									<td align="center">1,792</td>
									<td align="center">14</td>
								</tr>
								<tr>
									<td align="center">15</td>
									<td align="center">1,881</td>
									<td align="center">13.5</td>
								</tr>
								<tr>
									<td align="center">25</td>
									<td align="center">1921</td>
									<td align="center">13.2</td>
								</tr>
								<tr>
									<td align="center" rowspan="3">C-2</td>
									<td align="center">5</td>
									<td align="center">1.84</td>
									<td align="center">15</td>
								</tr>
								<tr>
									<td align="center">15</td>
									<td align="center">1,867</td>
									<td align="center">14.1</td>
								</tr>
								<tr>
									<td align="center">25</td>
									<td align="center">1,859</td>
									<td align="center">14.6</td>
								</tr>
								<tr>
									<td align="center" rowspan="2">C-3</td>
									<td align="center">5</td>
									<td align="center">1,786</td>
									<td align="center">17.6</td>
								</tr>
								<tr>
									<td align="center">15</td>
									<td align="center">1.81</td>
									<td align="center">16.2</td>
								</tr>
								<tr>
									<td align="center">25</td>
									<td align="center">1921</td>
									<td align="center">13.5</td>
								</tr>
							</tbody>
						</table>
						<table-wrap-foot>
							<fn id="TFN5">
								<p>Source: self-made</p>
							</fn>
						</table-wrap-foot>
					</table-wrap>
				</p>
				<p>After the results, the CBR results can be compared with the 95% and 100% of the three samples with the different types of %EAF in <xref ref-type="fig" rid="f8">Fig. 8</xref>.</p>
				<p>
					<fig id="f8">
						<label>Figure 8</label>
						<caption>
							<title>CBR at 1 inch (2.54 cm) penetration of C-1, C-2, and C-3 with EAF addition.</title>
						</caption>
						<graphic xlink:href="2346-2183-dyna-91-231-128-gf8.png"/>
						<attrib>Source: self-made</attrib>
					</fig>
				</p>
			</sec>
		</sec>
		<sec sec-type="discussion">
			<title>4. Discussion</title>
			<p>In the results, it was obtained that the moisture content of the samples in the natural state for C-1, C-2, C-3 was 19.92%, 20.96%, 19.71% respectively, as shown in <xref ref-type="table" rid="t1">Table 1</xref>. In addition, having found the LL and PL, the IP of all the samples was determined, with results of 23.54, 28.45 and 24.66, this characteristic is only shown by very clayey soils.</p>
			<p>On the other hand, in the case of clay soils with the addition of electric arc furnace slag (EAF), the mixture with an addition of 25% of EAF achieved an DDM of 1,921 g/cm3 with an optimal moisture content of 13 .2%, as shown in <xref ref-type="table" rid="t6">Table 6</xref>. If sample C-1 in natural state is compared to samples C-1 with FAE, an increase in MDD can be observed from 1.701 g/cm3 to 1.921 g/cm3 with 25% incorporation of EAF, which represents a notable improvement of 13%.</p>
			<p>In the case of sample C-2, it is observed that with the 25% EAF mixture, a DDM of 1,859 g/cm3 was achieved with an optimal moisture content of 14.6%, as shown in <xref ref-type="table" rid="t6">Table 6</xref>. In comparison with for the sample in the natural state C-2, there is a variation in the maximum dry density from 1.729 g/cm3 to 1.867g/cm3, which represents a variation of 8%.</p>
			<p>
				<xref ref-type="table" rid="t6">Table 6</xref> also presents the results corresponding to sample C-3 with the sum of different percentages of FAE. With an addition of 25% HAE, a DMD of 1,921 g/cm3 was achieved with an optimal moisture content of 13.5%. It is interesting to note that the increase in MDD between sample C-1, C-2 and C-3 with the addition of 25% FAE has the best results.</p>
			<p>
				<table-wrap id="t6">
					<label>Table 6</label>
					<caption>
						<title>Summary of mechanical property tests of the samples.</title>
					</caption>
					<table>
						<colgroup>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
							<col/>
						</colgroup>
						<thead>
							<tr>
								<th align="center">Properties</th>
								<th align="center">EAF</th>
								<th align="center">C-1</th>
								<th align="center">C-2</th>
								<th align="center">C-3</th>
								<th align="center">Und</th>
							</tr>
						</thead>
						<tbody>
							<tr>
								<td align="center" rowspan="3">MDD at 95%</td>
								<td align="center">5%</td>
								<td align="center">1702</td>
								<td align="center">1748</td>
								<td align="center">1687</td>
								<td align="center" rowspan="3">g/cm4</td>
							</tr>
							<tr>
								<td align="center">15%</td>
								<td align="center">1787</td>
								<td align="center">1774</td>
								<td align="center">172</td>
							</tr>
							<tr>
								<td align="center">25%</td>
								<td align="center">1825</td>
								<td align="center">1766</td>
								<td align="center">1825</td>
							</tr>
							<tr>
								<td align="center" rowspan="3">Optimum water content</td>
								<td align="center">5%</td>
								<td align="center">14</td>
								<td align="center">15</td>
								<td align="center">176</td>
								<td align="center" rowspan="3">%</td>
							</tr>
							<tr>
								<td align="center">15%</td>
								<td align="center">135</td>
								<td align="center">141</td>
								<td align="center">162</td>
							</tr>
							<tr>
								<td align="center">25%</td>
								<td align="center">132</td>
								<td align="center">146</td>
								<td align="center">135</td>
							</tr>
							<tr>
								<td align="center" rowspan="3">CBR 100% MDD at 2.54 cm</td>
								<td align="center">5%</td>
								<td align="center">6</td>
								<td align="center">6</td>
								<td align="center">7</td>
								<td align="center" rowspan="3">%</td>
							</tr>
							<tr>
								<td align="center">15%</td>
								<td align="center">7</td>
								<td align="center">7</td>
								<td align="center">8</td>
							</tr>
							<tr>
								<td align="center">25%</td>
								<td align="center">9</td>
								<td align="center">9</td>
								<td align="center">9</td>
							</tr>
							<tr>
								<td align="center" rowspan="3">CBR 95% MDD at 2.54 cm</td>
								<td align="center">5%</td>
								<td align="center">6</td>
								<td align="center">5</td>
								<td align="center">5</td>
								<td align="center" rowspan="3">%</td>
							</tr>
							<tr>
								<td align="justify">15%</td>
								<td align="justify">6</td>
								<td align="justify">6</td>
								<td align="justify">6</td>
							</tr>
							<tr>
								<td align="justify">25%</td>
								<td align="justify">8</td>
								<td align="justify">8</td>
								<td align="justify">8</td>
							</tr>
						</tbody>
					</table>
					<table-wrap-foot>
						<fn id="TFN6">
							<p>Source: self-made</p>
						</fn>
					</table-wrap-foot>
				</table-wrap>
			</p>
			<p>The CBR of the samples in the natural state gave results, the C-1 for 2.54 cm (1 in.) of penetration had that the 100% CBR is 5%, while the 95% CBR is 4%. For C-2 for 2.54 cm (1 in.) of penetration the 100% CBR had to be 4%, while the 95% CBR was 3%. Finally, C-3 for 2.54 cm (1 in.) of penetration had the 100% CBR is 6%, while the 95% CBR is 3%. In the subgrade categories of [<xref ref-type="bibr" rid="B15">15</xref>], it is mentioned that, if the CBR is less than 3%, this subgrade will be considered inadequate and when it is between 3% and 6%, it will be insufficient. Therefore, the natural samples taken in the investigation are inadequate and insufficient to be used as subgrade.</p>
			<p>The 95% and 100% CBR results for 1 inch of the raw samples and the EAF samples can be seen in <xref ref-type="fig" rid="f4">Fig. 4</xref> and <xref ref-type="fig" rid="f8">Fig. 8</xref>. For sample C-1, when it has no addition of EAF, it presents 100% CBR. 5%, while 95% CBR is 4%; when %EAF is added, the one that shows best results is 25% EAF, with 100% CBR of 9%, while 95% CBR is 8%. This improvement persists in samples C-2 and C-3 with the addition of 25% EAF. For the MTC Testing Manual (2016), the CBR performed with the maximum addition of 25%, they are between 6% and 10%, considered usable for regular subgrades. These results, being from clay soils, improve their conditions from inadequate and insufficient to adjustable to be worked.</p>
			<p>For [<xref ref-type="bibr" rid="B30">30</xref>], in his research with residual steel slag added at 0%, 3%, 5%, 7% and 10%, in expansive soils, he indicated that the CBR increases with a higher % slag content, reaching 12 % CBR, with 10% steel slag added; satisfying the requirements as a road subbase according to the Chinese natural state. [<xref ref-type="bibr" rid="B22">22</xref>] carried out their study with 0%, 5%, 10%, 15%, 20%, 25% and 30% of slag additions as replacement for clay soils; showing you that as the slag content of steel increases, the CBR value increases.</p>
			<p>The results obtained from the present investigation showed an improvement of up to 14% in the CBR of the clay soil with 25% EAF, making it the best mixture and making the soil suitable for subgrade.</p>
		</sec>
		<sec sec-type="conclusions">
			<title>5. Conclusions</title>
			<p>An investigation was carried out into the potential of EAF slag, a by-product of the steel industry, for use in the modification of clay soils. The basic physical properties of the samples were evaluated in their natural state, including moisture percentage and plasticity index (PI). In addition to calculating the mechanical properties of the sample in the natural state and with the addition of EAF, such as the Maximum Dry Density (MDD), California Bearing Ratio (CBR and the optimal % of water), to understand the engineering behavior and the mechanism microstructural of the treated soils. The main results of this research are presented below.</p>
			<p>
				<list list-type="order">
					<list-item>
						<p>The soil samples in their natural state (C-1, C-2 and C-3) were classified by USCS and AASHTO, demonstrating that they are considered low plasticity clay, sand and poor-quality clay soil, respectively. In addition, it was determined that the moisture content in the samples in the natural state for C-1, C-2 and C-3 was 19.92%, 20.96% and 19.71%, with a plasticity index of 23.54%, 28.45% and 24.66, respectively, resulting in a clay soil with high plasticity.</p>
					</list-item>
					<list-item>
						<p>The Maximum Dry Density (MDD) of the samples in the natural state C-1, C-2 and C-3 had an increase of 7.26%, 2.14% and 8.53%, respectively, when adding 25% of EAF. Regarding the optimal moisture content, there was a decrease of 22.35%, 10.98%, 27.61%, respectively.</p>
					</list-item>
					<list-item>
						<p>Sample C-1 with 25% EAF at 2.54 cm (1 in) of penetration, had a 100% CBR value of 9%, showing an 80% increase over its natural state sample C- 1, while sample C-1 95% is 8% with an increase of 100%.</p>
					</list-item>
					<list-item>
						<p>Sample C-2 with 25% EAF at 2.54 cm (1 in) of penetration, had a 100% CBR value of 9%, showing a 125% increase over its natural sample C- 2, while sample C-2 with 95% is 8% with an increase of 167%.</p>
					</list-item>
					<list-item>
						<p>Sample C-3 with 25% EAF at 2.54 cm (1 inch) penetration had a 100% CBR value of 6%, showing a 50% increase over its Sample C -3 in natural state, while sample C-3 at 95% is 8% with an increase of 167%.</p>
					</list-item>
					<list-item>
						<p>According to the MTC Testing Manual (2016), the CBR obtained with the maximum addition of 25% are between 6% and 10%, considered usable for regular subgrades. These results, being clay soils, improve their conditions from inadequate and insufficient to adjustable to be worked.</p>
					</list-item>
					<list-item>
						<p>Reusable materials can be used in the stabilization of clay soils, presenting improvements according to an optimal % of their addition to the normal soil used in subgrades.</p>
					</list-item>
				</list>
			</p>
		</sec>
	</body>
	<back>
		<ack>
			<title>Acknowledgments</title>
			<p>The authors of this article are very grateful for the unconditional support of the Environmental Civil Engineering Laboratory of the Santo Toribio de Mogrovejo Catholic University. Also thank the authors who have been referenced in this article, because without their documents it would not have been possible to review this research.</p>
		</ack>
		<ref-list>
			<title>References</title>
			<ref id="B1">
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					<article-title>Strength, durability and microstructures characterization of sustainable geopolymer improved soil class</article-title>
					<source>Case Studies in Construction Materials</source>
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					<comment>art. e00988</comment>
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							<surname>Walske</surname>
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		<fn-group>
			<fn fn-type="other" id="fn3">
				<label>How to cite:</label>
				<p> Llatas-Contreras, J.A., and Ruiz-Pico, A.A., Use of steel slag to improve the mechanical properties of subgrades in clayey soils. DYNA, 91(231), pp. 128-134, January - March, 2024.</p>
			</fn>
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		<fn-group>
			<fn fn-type="other" id="fn1">
				<label>J.A. Llatas-Contreras</label>
				<p><bold>,</bold> is BSc. from the Faculty of Engineering, Professional School of Environmental Civil Engineering, Santo Toribio de Mogrovejo University, Chiclayo, Peru. ORCID: 0009-0004-6973-8115</p>
			</fn>
			<fn fn-type="other" id="fn2">
				<label>Á.A. Ruiz-Pico</label>
				<p><bold>,</bold> is BSc. Eng. in Geological Engineer, from the University of Granada, Spain. Dr. in Civil Engineering, from the Da Coruña University. Affiliation: Faculty of Engineering, Professional School of Environmental Civil Engineering of Santo Toribio de Mogrovejo University, Chiclayo, Peru. ORCID: 0000-0003-2638-0593</p>
			</fn>
		</fn-group>
	</back>
</article>