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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Mater.</journal-id>
<journal-title>Frontiers in Materials</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Mater.</abbrev-journal-title>
<issn pub-type="epub">2296-8016</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="publisher-id">1153259</article-id>
<article-id pub-id-type="doi">10.3389/fmats.2023.1153259</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Materials</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Effect of surfactants on the properties of rubber composites prepared from pyrolytic carbon black/natural latex via wet blending method</article-title>
<alt-title alt-title-type="left-running-head">Song et al.</alt-title>
<alt-title alt-title-type="right-running-head">
<ext-link ext-link-type="uri" xlink:href="https://doi.org/10.3389/fmats.2023.1153259">10.3389/fmats.2023.1153259</ext-link>
</alt-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Song</surname>
<given-names>Xiudong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Kongshuo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shan</surname>
<given-names>Tilun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wang</surname>
<given-names>Chuansheng</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Tian</surname>
<given-names>Xiaolong</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="corresp" rid="c001">&#x2a;</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2186720/overview"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>National Engineering Laboratory of Advanced Tire Equipment and Key Materials</institution>, <institution>Qingdao University of Science and Technology</institution>, <addr-line>Qingdao</addr-line>, <addr-line>Shandong</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Qingdao Jimo District Development and Reform Bureau</institution>, <addr-line>Qingdao</addr-line>, <addr-line>Shandong</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>
<bold>Edited by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1508003/overview">Suresh Sagadevan</ext-link>, University of Malaya, Malaysia</p>
</fn>
<fn fn-type="edited-by">
<p>
<bold>Reviewed by:</bold> <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/812184/overview">M. E. Ali Mohsin</ext-link>, King Faisal University, Saudi Arabia</p>
<p>
<ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/1915289/overview">Pui San Khoo</ext-link>, Universiti Teknologi Malaysia, Malaysia</p>
</fn>
<corresp id="c001">&#x2a;Correspondence: Xiaolong Tian, <email>tianxiaolong@qust.edu.cn</email>
</corresp>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>07</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>10</volume>
<elocation-id>1153259</elocation-id>
<history>
<date date-type="received">
<day>29</day>
<month>01</month>
<year>2023</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>07</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Song, Wang, Shan, Wang and Tian.</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Song, Wang, Shan, Wang and Tian</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Pyrolytic carbon black (CBp) is the main by-product of waste tire pyrolysis. CBp has high ash content and poor surface activity which leads to the composites reinforced with CBp has lower performance than composites reinforced with commercial carbon black, making it difficult to meet the requirements of tire. In order to realize the application of CBp in tires, the effect of surfactants on the properties of rubber composites prepared by wet mixing of CBp/natural latex was investigated. In the experimental process, sodium stearate (C<sub>17</sub>H<sub>35</sub>COONa), sodium dodecylbenzene sulfonate (C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S), and sodium p-styrenesulfonate (C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S) were used to improve the surface activity and uniform dispersion of the CBp in the natural rubber matrix. The experimental results showed that the dispersity of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp in rubber matrix has [X] and [Y] values of 7.5 and 7.9, and 9.3 and 9.5, respectively, and the dispersion of these rubber composites is significantly better than that of C<sub>17</sub>H<sub>35</sub>COONa. The rubber composites prepared by C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S surfactants has the better physical and mechanical properties. The rubber composite prepared by C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S has the highest tensile strength of 25.63 MPa, which increment in tensile strength is 15.6% compare to the rubber composite prepared by C<sub>17</sub>H<sub>35</sub>COONa. Meanwhile the dynamic mechanical properties of rubber composites prepared by modifying CBp with C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S are better than CBp with C<sub>17</sub>H<sub>35</sub>COONa. The C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp/rubber composite has the lowest loss factor (tan&#x3b4;) value at 60&#xb0;C, and the C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S modified CBp/rubber composite has the highest tan&#x3b4; value at 0&#xb0;C.</p>
</abstract>
<kwd-group>
<kwd>waste tires</kwd>
<kwd>pyrolytic carbon black modification</kwd>
<kwd>surfactants</kwd>
<kwd>wet blending</kwd>
<kwd>rubber composite</kwd>
</kwd-group>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Polymeric and Composite Materials</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1">
<title>1 Introduction</title>
<p>A lot of tires must be made each year as car items have become a necessity in people&#x2019;s life (<xref ref-type="bibr" rid="B28">Zhang et al., 2020</xref>). As a result, there are more used tires ending up in landfills every year. Tire waste poses major environmental risks since its components are not decompose in the natural environment (<xref ref-type="bibr" rid="B1">Aboelkheir et al., 2019</xref>). One of the most efficient processes for dealing with waste tires is thermal pyrolysis, which may transform scrap tires into tire pyrolysis oil (TPO), pyrolysis carbon black (CBp), and steel (<xref ref-type="bibr" rid="B21">Tian et al., 2021</xref>; <xref ref-type="bibr" rid="B22">Tian et al., 2022a</xref>; <xref ref-type="bibr" rid="B23">Tian et al., 2022b</xref>). TPO can be converted into high-value chemical materials or fuels after treatment and it is the main product of waste tire pyrolysis (<xref ref-type="bibr" rid="B27">Williams, 2013</xref>; <xref ref-type="bibr" rid="B11">Mohan et al., 2019</xref>). Regulating the quality of pyrolysis oil through the pyrolysis process is the main goal of waste tire pyrolysis treatment.</p>
<p>The second by-product of the pyrolysis of scrap tires is CBp. The composition of CBp is significantly complex, which contains the original carbon black, inorganic compounding fillers (SiO<sub>2</sub>), and vulcanization aids (ZnO) including their processing-related derivatives (ZnO transformed to ZnS) (<xref ref-type="bibr" rid="B3">Berki and Karger-Kocsis, 2016</xref>). Many researchers have explored the differences in the performance of different types of rubber composites reinforced by CBp and commercial carbon black (<xref ref-type="bibr" rid="B13">Norris et al., 2014</xref>; <xref ref-type="bibr" rid="B12">Moulin et al., 2017</xref>; <xref ref-type="bibr" rid="B14">Sagar et al., 2018</xref>; <xref ref-type="bibr" rid="B10">Martinez et al., 2019</xref>; <xref ref-type="bibr" rid="B24">Verma et al., 2019</xref>; <xref ref-type="bibr" rid="B9">Lai et al., 2020</xref>). CBp has high ash content and poor surface activity which leads to the composites reinforced with CBp has lower performance than composites reinforced with commercial carbon black, making it difficult to meet the requirements of tire. A novel approach which is atomization dispersion and high-temperature sputtering drying to achieve uniform dispersion of CBp in rubber matrix has been made by Wang (<xref ref-type="bibr" rid="B21">Tian et al., 2021</xref>) for improving the properties of CBp rubber composite materials through processing methods. Meanwhile, some researcher modify the CBp surface using surfactants as reported to enhance the interaction between CBp and rubber matrix. Zhou Jie (<xref ref-type="bibr" rid="B6">Jie et al., 2010</xref>) found that the treatment of CBp with titanate coupling agent resulted in a strong interaction between the treated CBp and the polyisoprene chain. Berenice (<xref ref-type="bibr" rid="B5">Gonz&#xe1;lez-Gonz&#xe1;lez et al., 2020</xref>) found that the surface area of CBp treated with sulfuric acid (H<sub>2</sub>SO<sub>4</sub>) increased, while the oxygen content of CBp treated with potassium hydroxide (KOH) increased.</p>
<p>In this study, in order to realize the reapplication of CBp in rubber composites, a variety of surfactant, namely, sodium stearate (C<sub>17</sub>H<sub>35</sub>COONa), sodium dodecylbenzene sulfonate (C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S), and sodium p-styrene sulfonate (C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S), was used to improve the surface activity of CBp. Meanwhile, the degree of dispersion of the modified CBp in the rubber composite could be improved by wet blending of natural latex and CBp. The main objective of this study is to investigate the effect of surfactants on the properties of rubber composites prepared from CBp/natural latex <italic>via</italic> wet blending method.</p>
</sec>
<sec sec-type="materials|methods" id="s2">
<title>2 Materials and methods</title>
<sec id="s2-1">
<title>2.1 Materials</title>
<p>C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S, C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S, and C<sub>17</sub>H<sub>35</sub>COONa were used to treat CBp in the experimental process to investigate the best surface activator for CBp, and then the treated CBp was used to prepare rubber composites by wet blending method. <xref ref-type="table" rid="T1">Table 1</xref> shows the components, suppliers, and formulation of the rubber composites.</p>
<table-wrap id="T1" position="float">
<label>TABLE 1</label>
<caption>
<p>Formulation of the rubber composites (phr<xref ref-type="table-fn" rid="Tfn1">
<sup>a</sup>
</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="left">Component</th>
<th align="left">Formulation [phr]</th>
<th align="left">Suppliers</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="left">NRL (60%)</td>
<td align="left">100</td>
<td align="left">Taihu Rubber Public Co., Ltd (Thailand)</td>
</tr>
<tr>
<td align="left">CBp</td>
<td align="left">50</td>
<td align="left">\</td>
</tr>
<tr>
<td align="left">Zinc oxide</td>
<td align="left">3.5</td>
<td align="left">Hebei Shijiazhuang Zinc Oxide Factory</td>
</tr>
<tr>
<td align="left">Stearic acid</td>
<td align="left">2</td>
<td align="left">Fengyi Grease Technology (Tianjin) Co., Ltd</td>
</tr>
<tr>
<td align="left">Anti-aging agent 4,020</td>
<td align="left">2</td>
<td align="left">Shandong Shanghao Chemical Co., Ltd</td>
</tr>
<tr>
<td align="left">Sulphur</td>
<td align="left">1.2</td>
<td align="left">ChaoyangTianming Industry and Trade Co., Ltd., Beijing, China</td>
</tr>
<tr>
<td align="left">Wax</td>
<td align="left">1.5</td>
<td align="left">Rhein Chemie Rheinau Gmbh, Mannheim, Germang</td>
</tr>
<tr>
<td align="left">Plasticizer A</td>
<td align="left">2</td>
<td align="left">China Sunsine Chemical Holdings Ltd., Heze, China</td>
</tr>
<tr>
<td align="left">TMQ<xref ref-type="table-fn" rid="Tfn2">
<sup>b</sup>
</xref>
</td>
<td align="left">1.5</td>
<td align="left">China Sunsine Chemical Holdings Ltd., Heze, China</td>
</tr>
<tr>
<td align="left">Accelerator CZ</td>
<td align="left">1.3</td>
<td align="left">Shandong shangshun Chemical Co., Ltd., Weifang, China</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn id="Tfn1">
<label>
<sup>a</sup>
</label>
<p>Phr (parts per hundreds of rubber) is the number of additives per 100 (by mass) of rubber.</p>
</fn>
<fn id="Tfn2">
<label>
<sup>b</sup>
</label>
<p>TMQ, is the abbreviation of 2,4-diamino-5-methy [(3,4,5-trimethoxyanilino)methyl] quinazoline.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2-2">
<title>2.2 Preparation of CBp/natural latex masterbatch</title>
<p>In this paper, the wet mixing of natural latex and CBp was used to improve the homogenous dispersion of CBp in rubber matrix (<xref ref-type="bibr" rid="B21">Tian et al., 2021</xref>). This method mainly includes two processes: Preparation of CBp/natural latex masterbatch and preparation of CBp/rubber composite. The specific experimental process is shown in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption>
<p>Carbon black surface modification and CBp/natural latex mixing process diagram illustrate.</p>
</caption>
<graphic xlink:href="fmats-10-1153259-g001.tif"/>
</fig>
<sec id="s2-2-1">
<title>2.2.1 Pretreatment of CBp and natural latex</title>
<p>The CBp and nature latex were treated to achieve uniform dispersion of CBp in the process of preparation of CBp/natural latex masterbatch.</p>
<p>Pretreatment of the CBp: The grounded CBp and surfactant were added in deionized water with 1:5 surfactant to CBp ratio. The suspension was stirred with an ultrasonic dispenser (VCY-1500, Shanghai Yanyong Chaosheng Equipment Co., Ltd., Shanghai, China; experimental parameters: ultrasonic power, 1000&#xa0;W) for 5&#xa0;min.</p>
<p>Pretreatment of the natural latex: Natural latex and deionized water were mixed in the ratio of 1:1 and stirred with an ultrasonic dispenser for 3&#xa0;min.</p>
</sec>
<sec id="s2-2-2">
<title>2.2.2 Mixing of CBp/natural latex</title>
<p>The natural latex and CBp slurry was mixed with a high-speed disperser (T 25 easy clean digital, German IKA company, Staufen im Breisgau, Germany; rotation rate: 400&#xa0;rpm) for 5&#xa0;min. A 5% concentration of acetic acid solution was prepared and added slowly into the CBp/natural latex slurry to flocculate the CBp/natural latex mixture.</p>
<p>After flocculation, the CBp/rubber compound were cut and placed in an oven at 70&#xb0;C for 4&#xa0;hours. Subsequently, the CBp/rubber compound was flattened with an open refiner, and placed in an oven at 60&#xb0;C for 8&#xa0;h.</p>
</sec>
<sec id="s2-2-3">
<title>2.2.3 Characterization of CBp/rubber compound</title>
<sec id="s2-2-3-1">
<title>2.2.3.1 Mooney viscosity</title>
<p>Mooney viscosity of the CBp/rubber compound was tested by the Mooney viscometer (Mooney viscometer, PremierMV, Alpha Technology Co., Ltd., Akron, United States) according to the standard ISO 289&#x2013;1: 1994, and the temperature was set at 100&#xb0;C. After the actual temperature reached the set temperature, the sample was put in and tested after closing the mold.</p>
</sec>
<sec id="s2-2-3-2">
<title>2.2.3.2 Rheological properties</title>
<p>Rheological properties of the CBp/rubber compound were tested by a rotorless rheometer according to the standard ISO 6502:1991, and the temperature was set at 150&#xb0;C.</p>
</sec>
</sec>
</sec>
<sec id="s2-3">
<title>2.3 Preparation of CBp/rubber composite</title>
<p>CBp/rubber composite were made by adding fillers such as zinc oxide to the masterbatch of CBp<italic>/</italic>natural latex through the internal mixer, which produces a strong shearing effect on the rubber by the rotor of the internal mixer to achieve uniform dispersion of the CBp in the rubber matrix. Then, the CBp/rubber composite was prepared by vulcanization. The specific process was shown in <xref ref-type="table" rid="T2">Table 2</xref>.</p>
<table-wrap id="T2" position="float">
<label>TABLE 2</label>
<caption>
<p>Preparation process of the rubber composite (<xref ref-type="bibr" rid="B19">Tian et al., 2020a</xref>).</p>
</caption>
<table>
<thead valign="top">
<tr>
<th rowspan="2" align="center">Working procedure</th>
<th rowspan="2" align="center">Instrument</th>
<th colspan="2" align="center">Processing parameters</th>
<th rowspan="2" align="center">Process</th>
</tr>
<tr>
<th align="center">Parameter</th>
<th align="center">Value</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td rowspan="4" align="center">Mixing</td>
<td rowspan="3" align="center">Internal mixer (X(S)M-0.3&#xa0;L)</td>
<td align="center">Filling Factor</td>
<td align="center">0.7</td>
<td align="center">1) The CBp/natural latex masterbatch was blended in the internal mixer.</td>
</tr>
<tr>
<td align="center">Rotor speed</td>
<td align="center">80&#xa0;rpm</td>
<td align="left">2) After 50 s, ZnO, stearic acid and others were added to the internal mixer.</td>
</tr>
<tr>
<td align="center">Temperature Controller</td>
<td align="center">90&#xb0;C</td>
<td align="left">3) The rubber composite was discharged when the mixing time reaches 6&#xa0;min</td>
</tr>
<tr>
<td align="center">Mill (XK-160)</td>
<td align="center">Roller temperature</td>
<td align="center">50&#xb0;C</td>
<td align="center">The rubber composite was added into the two-roll mill, The sulphur and accelerator CZ were added when the rubber composite was wrapped on a roller</td>
</tr>
<tr>
<td rowspan="2" align="center">Vulcanization</td>
<td rowspan="2" align="center">Vulcanizer (QLB-D400 &#xd7; 400&#xd7;2)</td>
<td align="center">Temperature</td>
<td align="center">150&#xb0;C</td>
<td rowspan="2" align="center">The vulcanization time was set according to the experimental data measured by the Rotorless vulcanizer</td>
</tr>
<tr>
<td align="center">Pressure</td>
<td align="center">10&#xa0;MPa</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s2-4">
<title>2.4 Characterization of CBp/rubber composite</title>
<sec id="s2-4-1">
<title>2.4.1 Dispersion properties</title>
<p>Dispersion of the filler was measured using carbon black dispersity analyzer (DisperGRADER, Alpha Corporation America) according to ISO 11345. The dispersion calculation threshold was set to 23&#xa0;&#x3bc;m and the exposure time was set to 40&#xa0;ms.</p>
</sec>
<sec id="s2-4-2">
<title>2.4.2 Payne effect</title>
<p>The Payne effect of the composite was tested by a rubber processing analyzer (Rubber Processing Analyzer, RPA 2000, Alpha Technologies, Inc., Akron, United States). The frequency was 1Hz, the strain range was between 0.28% and 40%, and the temperature was set at 60&#xb0;C.</p>
</sec>
<sec id="s2-4-3">
<title>2.4.3 Physical and mechanical properties</title>
<p>Shore A hardness was tested using a shore hardmeter (LX-A, Shanghai Liuling Instrument Factory, Shanghai, China) according to ISO 7619&#x2013;2: 2004. The sample was tested after stacking three tensile specimens. The tensile specimens shape is a dumbbell shape, with a length of 115&#xa0;mm and a width of 25&#xa0;mm.</p>
<p>The tensile and tear properties of the vulcanized rubber were tested using a universal testing machine (TS 2005 b, GOTECH TESTING MACHINES CO., Ltd., Taichung, Taiwan) at a drawing rate of 500&#xa0;mm/min according to the standards ISO 37: 2005 and ISO 34&#x2013;1: 2004, respectively. Five specimens were tested for each sample type.</p>
<p>The abrasion of the rubber vulcanizates were evaluated using a DIN wear machine (GT-2012-D, GOTECH TESTING MACHINES CO., Ltd., Taichung, Taiwan) according to GB/T 1689&#x2013;1998.</p>
</sec>
<sec id="s2-4-4">
<title>2.4.4 Dynamic mechanical thermal analysis (DMTA)</title>
<p>The viscoelastic mechanical properties of the vulcanizates were evaluated using a dynamic thermomechanical analyzer (EPLEX-OR-150N, Gabo Qualimeter Testanlagen GmbH, Ahlden, Germany), in which the test temperature range was &#x2212;65&#xb0;C t</p>
<p>o 65&#xb0;C, the heating rate was 2&#xa0;K/min, the vibration frequency was 10&#xa0;Hz, the static strain was 5%, the static force was 70&#xa0;N, the dynamic strain was 0.25%, and the dynamic stress was 60&#xa0;N.</p>
</sec>
</sec>
</sec>
<sec sec-type="results|discussion" id="s3">
<title>3 Results and discussion</title>
<sec id="s3-1">
<title>3.1 Effect of surfactant-modified CBp on viscosity and rheological properties of CBp/rubber compound</title>
<p>Processability is an essential indicator of the properties of rubber compound (<xref ref-type="bibr" rid="B19">Tian et al., 2020a</xref>; <xref ref-type="bibr" rid="B20">Tian et al., 2020b</xref>). It is usually characterized by Mooney viscosity and rheological properties. Among them, t10 is the scorch time of the rubber compound; t90 is the positive vulcanization time of the rubber compound; MH and ML represent the highest torque and the lowest torque of the rubber compound, respectively. <xref ref-type="table" rid="T3">Table 3</xref> presents the processing performance data of CBp/rubber compound with different surfactants.</p>
<table-wrap id="T3" position="float">
<label>TABLE 3</label>
<caption>
<p>Vulcanization characteristics of CBp/rubber compound modified by different surfactants.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Test project</th>
<th align="center">C<sub>17</sub>H<sub>35</sub>COONa</th>
<th align="center">C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S</th>
<th align="center">C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">t10/[min]</td>
<td align="center">3.38</td>
<td align="center">4.78</td>
<td align="center">4.65</td>
</tr>
<tr>
<td align="center">t50/[min]</td>
<td align="center">5.32</td>
<td align="center">7.2</td>
<td align="center">7.16</td>
</tr>
<tr>
<td align="center">t90/[min]</td>
<td align="center">9.12</td>
<td align="center">11.49</td>
<td align="center">11.35</td>
</tr>
<tr>
<td align="center">ML/[dN&#xb7;m]</td>
<td align="center">1.23</td>
<td align="center">1.11</td>
<td align="center">1.34</td>
</tr>
<tr>
<td align="center">MH/[dN&#xb7;m]</td>
<td align="center">15.6</td>
<td align="center">13.52</td>
<td align="center">16.29</td>
</tr>
<tr>
<td align="center">(MH-ML)/[dN&#xb7;m]</td>
<td align="center">14.37</td>
<td align="center">12.41</td>
<td align="center">14.95</td>
</tr>
<tr>
<td align="center">ML (1 &#x2b; 4)</td>
<td align="center">42.42</td>
<td align="center">35.37</td>
<td align="center">39.34</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The three rubber composite with surfactant-modified CBp have sufficient scorch time, which can ensure the safety of rubber compound processing. The positive vulcanization time of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S is longer than that of C<sub>17</sub>H<sub>35</sub>COONa modified rubber composite. C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S are sulfonates. The sulfonic acid reacts easily with the amine ion in the amine accelerator, reducing the reactivity of the accelerator and thus increasing the positive vulcanization time of the CBp/rubber composite (<xref ref-type="bibr" rid="B26">Wang et al., 2019</xref>). The MH-ML value of the rubber composite prepared by C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp is the largest, indicating that the rubber composite has the highest crosslinking degree. Meanwhile, the ML of the rubber composites prepared by C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S modified CBp is the smallest, indicating that the CBp/rubber compound has better fluidity and low Mooney viscosity.</p>
</sec>
<sec id="s3-2">
<title>3.2 Effect of surfactant-modified CBp on dispersion properties</title>
<p>The CBp/rubber composite prepared by treating CBp with surfactant are tested by carbon black dispersity analyzer. The value of [X] represents the degree of dispersion of carbon black, and the value of [Y] represents the degree of dispersion of large particles of carbon black. The larger the value of [X] and [Y], the better the dispersion of carbon black in the rubber compound. <xref ref-type="table" rid="T4">Table 4</xref> presents the value of [X] and [Y] of CBp/rubber composite with different surfactants.</p>
<table-wrap id="T4" position="float">
<label>TABLE 4</label>
<caption>
<p>The value of [X] and [Y] of CBp/rubber composite with different surfactants.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center"/>
<th align="center">C<sub>17</sub>H<sub>35</sub>COONa</th>
<th align="center">C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S</th>
<th align="center">C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">[X]</td>
<td align="center">6.6</td>
<td align="center">7.5</td>
<td align="center">7.9</td>
</tr>
<tr>
<td align="center">[Y]</td>
<td align="center">8.3</td>
<td align="center">9.3</td>
<td align="center">9.5</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>From <xref ref-type="table" rid="T4">Table 4</xref>, the dispersion of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp in the rubber composite matrix is significantly better than that of C<sub>17</sub>H<sub>35</sub>COONa. C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S has been found to be effective in dispersing carbon black, and the lower the degree of sulfonation function, the better the dispersion of carbon black. Lignosulfonate mainly enhances colloidal stability by electrostatic repulsion, and the likely mechanism of stabilization is a combination of electrostatic repulsion and steric hindrance (<xref ref-type="bibr" rid="B17">Subramanian and &#xd8;ye, 2021</xref>). C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S and C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S have the same functional groups, but the molecular weight of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S (348.47&#xa0;g/mol) is larger than that of C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S (206.19&#xa0;g/mol) (<xref ref-type="bibr" rid="B8">Kurt et al., 1995</xref>). By adding the same mass of surfactant, the number of effective functional groups of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S will be less than that of C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S, making the dispersion effect of CBp in rubber matrix slightly lower than that of C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S.</p>
</sec>
<sec id="s3-3">
<title>3.3 Effect of surfactant-modified CBp on payne effect of CBp/rubber composites</title>
<p>According to <xref ref-type="table" rid="T5">Table 5</xref>, the &#x25b3;G&#x2032; values of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp composites are 238.89&#xa0;kPa and 237.27kPa, respectively. These values are lower than the &#x25b3;G&#x2032; value of 264.7&#xa0;kPa for the C<sub>17</sub>H<sub>35</sub>COONa modified CBp rubber composite. A smaller &#x25b3;G&#x2032; value indicates a better interaction between CBp and rubber, with reduced CBp-CBp interaction (<xref ref-type="bibr" rid="B21">Tian et al., 2021</xref>). This suggests that CBp is more effectively dispersed in the rubber composite. The addition of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S surfactants improves the wettability and uniform dispersion of CBp in natural latex, reducing the CBp-CBp interaction (<xref ref-type="bibr" rid="B29">Zhu et al., 2020</xref>). C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S are sulfonates and exhibit higher activity compared to C<sub>17</sub>H<sub>35</sub>COONa (<xref ref-type="bibr" rid="B17">Subramanian and &#xd8;ye, 2021</xref>). Although C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S and C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S possess the same functional groups, the molecular weight of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S (348.47&#xa0;g/mol) is greater than that of C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S (206.19&#xa0;g/mol) (<xref ref-type="bibr" rid="B8">Kurt et al., 1995</xref>). When the dosage is the same, C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S has a higher number of hydrophilic functional groups than C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S, resulting in a stronger surface modification effect on CBp. The enhanced dispersion of CBp in the presence of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S is supported by higher [X] and [Y] values, as reported in <xref ref-type="table" rid="T4">Table 4</xref>.</p>
<table-wrap id="T5" position="float">
<label>TABLE 5</label>
<caption>
<p>The value of &#x394;G&#x27;.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center"/>
<th align="center">C<sub>17</sub>H<sub>35</sub>COONa (kPa)</th>
<th align="center">C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S (kPa)</th>
<th align="center">C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S (kPa)</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">G&#x27; (0.28%)</td>
<td align="center">537.84</td>
<td align="center">568.34</td>
<td align="center">515.98</td>
</tr>
<tr>
<td align="center">G&#x27; (40%)</td>
<td align="center">273.14</td>
<td align="center">329.45</td>
<td align="center">278.71</td>
</tr>
<tr>
<td align="center">&#x25b3;G&#x2032;</td>
<td align="center">264.7</td>
<td align="center">238.89</td>
<td align="center">237.27</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>
<xref ref-type="fig" rid="F2">Figure 2</xref> illustrates that the C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S modified CBp rubber composite exhibits the highest modulus. C<sub>17</sub>H<sub>35</sub>COONa, C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S, and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S belong to metal soap salts derived from fatty acids. These compounds consist of hydrophilic functional groups and hydrophobic carbon chains (<xref ref-type="bibr" rid="B7">Kerenkan et al., 2016</xref>). The hydrophobic carbon chains align to form micelles within the rubber, providing internal lubrication. The hydrophilic functional groups react with the surface groups of pyrolytic carbon black, serving as a means of surface modification (<xref ref-type="bibr" rid="B25">Wang et al., 2017</xref>). C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S, which are sulfonic acid metal soap salts, exhibit higher activity than C<sub>17</sub>H<sub>35</sub>COONa (<xref ref-type="bibr" rid="B17">Subramanian and &#xd8;ye, 2021</xref>). The modification of CBp using C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S improves CBp dispersion and enhances CBp-rubber interaction. Additionally, the presence of a benzene ring in C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S reduces the flexibility of its molecular chain, resulting in a more effective internal lubrication effect compared to C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S (<xref ref-type="bibr" rid="B15">Shahabuddin et al., 2021</xref>). The combined effects of these factors contribute to the highest modulus observed in rubber composites containing C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S -modified CBp.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption>
<p>G&#x2032; strain curves of rubber composites reinforced with different surfactant-modified CBp.</p>
</caption>
<graphic xlink:href="fmats-10-1153259-g002.tif"/>
</fig>
</sec>
<sec id="s3-4">
<title>3.4 Effects of surfactant-modified CBp on physical and mechanical properties of rubber composites</title>
<p>
<xref ref-type="table" rid="T6">Table 6</xref> shows the physical and mechanical properties of CBp/rubber composites modified by different surfactants.</p>
<table-wrap id="T6" position="float">
<label>TABLE 6</label>
<caption>
<p>Physical and mechanical properties of CBp/rubber composites modified with different surfactants.</p>
</caption>
<table>
<thead valign="top">
<tr>
<th align="center">Test project</th>
<th align="center">C<sub>17</sub>H<sub>35</sub>COONa</th>
<th align="center">C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S</th>
<th align="center">C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S</th>
</tr>
</thead>
<tbody valign="top">
<tr>
<td align="center">Shore A hardness/[&#xb0;]</td>
<td align="center">67</td>
<td align="center">59</td>
<td align="center">65</td>
</tr>
<tr>
<td align="center">100% constant elongation stress/[MPa]</td>
<td align="center">2.43</td>
<td align="center">1.86</td>
<td align="center">2.4</td>
</tr>
<tr>
<td align="center">300% constant elongation stress/[MPa]</td>
<td align="center">10.28</td>
<td align="center">8.97</td>
<td align="center">11.57</td>
</tr>
<tr>
<td align="center">M300%/M100%</td>
<td align="center">4.23</td>
<td align="center">4.82</td>
<td align="center">4.82</td>
</tr>
<tr>
<td align="center">Tensile strength/[MPa]</td>
<td align="center">22.17</td>
<td align="center">25.63</td>
<td align="center">24.74</td>
</tr>
<tr>
<td align="center">Tear strength/[KN&#xb7;m<sup>-1</sup>]</td>
<td align="center">84</td>
<td align="center">104</td>
<td align="center">120</td>
</tr>
<tr>
<td align="center">Elongation at break/[%]</td>
<td align="center">519.6</td>
<td align="center">585.3</td>
<td align="center">522.7</td>
</tr>
<tr>
<td align="center">Resilience/[%]</td>
<td align="center">62.37</td>
<td align="center">67.21</td>
<td align="center">65.42</td>
</tr>
<tr>
<td align="center">DIN abrasion/[cm<sup>-3</sup>]</td>
<td align="center">0.177</td>
<td align="center">0.180</td>
<td align="center">0.168</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S surfactant-modified CBp/rubber composite has the highest tensile strength of 25.63 MPa, followed by C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S and C<sub>17</sub>H<sub>35</sub>COONa, with 24.74&#xa0;MPa and 22.17 MPa, respectively. The C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S surfactant-modified CBp/rubber composite has 15.6% increment in tensile strength compared to C<sub>17</sub>H<sub>35</sub>COONa surfactant-modified CBp/rubber composite. There are three surfactants used in this study, the functional group of C<sub>17</sub>H<sub>35</sub>COONa is carboxyl group, while the functional group of The C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S is sulfo group. From <xref ref-type="table" rid="T6">Table 6</xref>, surfactants with sulfo functional group have higher tensile strength compare to carboxyl functional group surfactant. The presence of sulfonate group increases the water solubility of the C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S, and its surface charged functional groups contribute to the uniform dispersion of CBp in natural latex (<xref ref-type="bibr" rid="B29">Zhu et al., 2020</xref>), which enhances the compatibility of CBp with rubber and thus increases the tensile strength of rubber composites. In general, the more uniform the dispersion of CBp and the stronger the CBp-rubber interaction, the greater the tensile strength of the composite (<xref ref-type="bibr" rid="B2">Alex et al., 2013</xref>). This is also the main reason for the high tear strength and resilience value of the C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S surfactant-modified CBp/rubber composites. The C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S surfactant-modified CBp/rubber composites has the lowest hardness of 59&#xb0;, followed by C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S and C<sub>17</sub>H<sub>35</sub>COONa, with 65&#xb0; and 67&#xb0;, respectively. The hardness of rubber composites generally related to the dispersion of the modified CBp and the degree of crosslinking of CBp/rubber composite. Typically, the higher MH-ML value and the more uniform the dispersion of CBp, the higher the crosslinking degree of the rubber composite (<xref ref-type="bibr" rid="B16">Shan et al., 2023</xref>). The higher degree of crosslinking enhanced the mechanical properties of rubber composite (<xref ref-type="bibr" rid="B18">Sun et al., 2022</xref>). This could be the primary contribution of the higher hardness values of the C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S and C<sub>17</sub>H<sub>35</sub>COONa surfactant-modified CBp/rubber composites. These findings show that the CBp can be uniformly dispersed in natural latex after being treated with C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S, resulting in better comprehensive mechanical properties of the composite.</p>
</sec>
<sec id="s3-5">
<title>3.5 Effects of surfactant-modified CBp on dynamic mechanical properties of rubber composites</title>
<p>The dynamic mechanical properties of the composites refer to the mechanical response of composites under the action of alternating force. Usually, the dynamic mechanical properties of composites are studied through the changes in storage modulus and loss modulus under the influence of temperature and vibration frequency. Loss factor (tan&#x3b4;) refers to the ratio of loss modulus G&#x2033; to storage modulus G&#x2032;, which is an essential parameter of rubber composites and directly reflects the internal friction of rubber compounds. To a certain extent, it can characterize the dispersion of fillers in the rubber compound, the network degree of fillers, and the rolling resistance and wet skid resistance of the rubber compound. Typically, the higher the peak value of the loss factor (tan&#x3b4;), the better the dispersion of the filler and the lower the degree of networking of the filler (<xref ref-type="bibr" rid="B21">Tian et al., 2021</xref>).</p>
<p>It can be seen from <xref ref-type="fig" rid="F3">Figure 3</xref> that the rubber composite prepared by C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp has the highest tan&#x3b4; peak, followed by C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S modified CBp composite, and C<sub>17</sub>H<sub>35</sub>COONa modified CBp composite has the lowest tan&#x3b4; peak. This shows that C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp has the best dispersibility in rubber composite and the weakest filler network effect, this is also in agreement with the payne effect and the dispersion properties of the composite. Besides, the C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp/rubber composite has the lowest tan&#x3b4; value at 60&#xb0;C, and the C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S modified CBp/rubber composite has the highest tan&#x3b4; value at 0&#xb0;C. In the industry, tan&#x3b4; at 0&#xb0;C is commonly used to characterize the wet skid resistance of rubber composites. The larger the value, the better the wet skid resistance of the rubber composite. The rolling resistance of rubber composites is characterized by tan&#x3b4; at 60&#xb0;C. The smaller the value, the better the rolling resistance of the rubber composite (<xref ref-type="bibr" rid="B21">Tian et al., 2021</xref>). CBp modified by C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S improves the surface activity of the CBp and makes it evenly dispersed in the rubber composite, thereby improving the dynamic mechanical properties of the rubber composite (<xref ref-type="bibr" rid="B4">Dong et al., 2017</xref>).</p>
<fig id="F3" position="float">
<label>FIGURE 3</label>
<caption>
<p>Graph of tan delta <italic>versus</italic> temperature for CBp/rubber composite produced from different surfactant-modified CBp.</p>
</caption>
<graphic xlink:href="fmats-10-1153259-g003.tif"/>
</fig>
</sec>
</sec>
<sec sec-type="conclusion" id="s4">
<title>4 Conclusion</title>
<p>In this study, C<sub>17</sub>H<sub>35</sub>COONa, C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S, and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S were used to improve the surface activity and uniform dispersion of the CBp in the natural latex. The dispersity of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp in rubber matrix has [X] and [Y] values of 7.5 and 7.9, and 9.3 and 9.5, respectively, and the dispersion of these rubber composites is significantly better than that of C<sub>17</sub>H<sub>35</sub>COONa. The rubber composite contain of C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S surfactant-modified CBp has the highest tensile strength of 25.63 MPa, which increment in tensile strength is 15.6% compare to the rubber composite prepared by C<sub>17</sub>H<sub>35</sub>COONa. Moreover, the C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S modified CBp rubber composite has the lowest tan&#x3b4; value at 60&#xb0;C, and the C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S modified CBp compound has the highest tan&#x3b4; value at 0&#xb0;C. The above experimental results indicate that the mechanical properties and dynamic mechanical properties of CBp/natural latex composites prepared by modifying CBp with C<sub>18</sub>H<sub>29</sub>NaO<sub>3</sub>S and C<sub>8</sub>H<sub>7</sub>NaO<sub>3</sub>S have been significantly improved. The modified CBp is able to replace some of the commercial carbon black for reapplication in the tire preparation process. The reuse of CBp to prepare rubber composites can significantly reduce the production cost of rubber products and is of great significance to both resource conservation and environmental protection.</p>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusion of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec id="s6">
<title>Author contributions</title>
<p>XT: Conceptualization, Methodology, Writing&#x2014;Original Draft, Writing&#x2014;Review and Editing. XS: Data Curation, Validation, Formal analysis. KW: Formal analysis. TS: Investigation, Data Curation. CW: Conceptualization, Methodology. All authors contributed to the article and approved the submitted version.</p>
</sec>
<sec id="s7">
<title>Funding</title>
<p>This work was sponsored by the Qingdao Science and Technology Benefits People Demonstration Guide Special Project (22-3-7-cspz-18-nsh), Natural Science Foundation of Shandong Province Key Projects (ZR2020KE037).</p>
</sec>
<sec id="s8">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="disclaimer" id="s9">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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